warning: commands will be executed using /bin/sh
job 3016 at Tue Mar 25 19:13:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140321/YutaMouse20-140321/YutaMouse20-140321
ElecNo	5
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 2574669 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 858223 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 45302 members 
Mstep: Class 3 contains 45242 members 
Mstep: Class 4 contains 44987 members 
Mstep: Class 5 contains 45019 members 
Mstep: Class 6 contains 44967 members 
Mstep: Class 7 contains 45045 members 
Mstep: Class 8 contains 45222 members 
Mstep: Class 9 contains 44837 members 
Mstep: Class 10 contains 45071 members 
Mstep: Class 11 contains 45637 members 
Mstep: Class 12 contains 44906 members 
Mstep: Class 13 contains 45183 members 
Mstep: Class 14 contains 45415 members 
Mstep: Class 15 contains 45144 members 
Mstep: Class 16 contains 45424 members 
Mstep: Class 17 contains 45087 members 
Mstep: Class 18 contains 44885 members 
Mstep: Class 19 contains 45239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 883.463196 but Gain 3388.328125
Score: -112983128.000000 Penalty: 60989.933594
Iteration 0F: 19 clusters Score -1.129831e+08 nChanged 807192
Entering Unmasked Mstep 
Mstep: Class 0 contains 988 members 
Mstep: Class 1 contains 53317 members 
Mstep: Class 2 contains 66972 members 
Mstep: Class 3 contains 19096 members 
Mstep: Class 4 contains 48220 members 
Mstep: Class 5 contains 42699 members 
Mstep: Class 6 contains 17982 members 
Mstep: Class 7 contains 50318 members 
Mstep: Class 8 contains 48037 members 
Mstep: Class 9 contains 64093 members 
Mstep: Class 11 contains 83433 members 
Mstep: Class 12 contains 34073 members 
Mstep: Class 13 contains 94684 members 
Mstep: Class 14 contains 15860 members 
Mstep: Class 15 contains 33717 members 
Mstep: Class 16 contains 67624 members 
Mstep: Class 17 contains 23103 members 
Mstep: Class 18 contains 42897 members 
Mstep: Class 19 contains 51110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114916440.000000 Penalty: 60989.933594
Iteration 1F: 19 clusters Score -1.149164e+08 nChanged 263927
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 80280 members 
Mstep: Class 3 contains 11884 members 
Mstep: Class 4 contains 63628 members 
Mstep: Class 5 contains 32647 members 
Mstep: Class 6 contains 12344 members 
Mstep: Class 7 contains 46755 members 
Mstep: Class 8 contains 40482 members 
Mstep: Class 9 contains 76598 members 
Mstep: Class 11 contains 120627 members 
Mstep: Class 12 contains 25354 members 
Mstep: Class 13 contains 93223 members 
Mstep: Class 14 contains 6064 members 
Mstep: Class 15 contains 30112 members 
Mstep: Class 16 contains 75812 members 
Mstep: Class 17 contains 19963 members 
Mstep: Class 18 contains 21958 members 
Mstep: Class 19 contains 51919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115303760.000000 Penalty: 60989.933594
Iteration 2F: 19 clusters Score -1.153038e+08 nChanged 186487
Entering Unmasked Mstep 
Mstep: Class 0 contains 287 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 85592 members 
Mstep: Class 3 contains 9556 members 
Mstep: Class 4 contains 71824 members 
Mstep: Class 5 contains 31752 members 
Mstep: Class 6 contains 8680 members 
Mstep: Class 7 contains 45067 members 
Mstep: Class 8 contains 30012 members 
Mstep: Class 9 contains 82064 members 
Mstep: Class 11 contains 151102 members 
Mstep: Class 12 contains 22153 members 
Mstep: Class 13 contains 93162 members 
Mstep: Class 14 contains 2761 members 
Mstep: Class 15 contains 23928 members 
Mstep: Class 16 contains 78035 members 
Mstep: Class 17 contains 22270 members 
Mstep: Class 18 contains 9088 members 
Mstep: Class 19 contains 48037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115478928.000000 Penalty: 60989.933594
Iteration 3F: 19 clusters Score -1.154789e+08 nChanged 139665
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 84959 members 
Mstep: Class 3 contains 8351 members 
Mstep: Class 4 contains 73781 members 
Mstep: Class 5 contains 32458 members 
Mstep: Class 6 contains 6043 members 
Mstep: Class 7 contains 42763 members 
Mstep: Class 8 contains 21524 members 
Mstep: Class 9 contains 81139 members 
Mstep: Class 11 contains 181785 members 
Mstep: Class 12 contains 20837 members 
Mstep: Class 13 contains 103375 members 
Mstep: Class 14 contains 2826 members 
Mstep: Class 15 contains 16909 members 
Mstep: Class 16 contains 75092 members 
Mstep: Class 17 contains 23341 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 41542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2953.643555 but Gain 3388.328125
Score: -115602680.000000 Penalty: 57601.605469
Iteration 4F: 18 clusters Score -1.156027e+08 nChanged 126062
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 80677 members 
Mstep: Class 3 contains 7399 members 
Mstep: Class 4 contains 71708 members 
Mstep: Class 5 contains 33341 members 
Mstep: Class 6 contains 3928 members 
Mstep: Class 7 contains 38951 members 
Mstep: Class 8 contains 14733 members 
Mstep: Class 9 contains 76830 members 
Mstep: Class 11 contains 219049 members 
Mstep: Class 12 contains 18712 members 
Mstep: Class 13 contains 121785 members 
Mstep: Class 14 contains 3018 members 
Mstep: Class 15 contains 11197 members 
Mstep: Class 16 contains 68912 members 
Mstep: Class 17 contains 22373 members 
Mstep: Class 19 contains 33493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2271.128174 but Gain 3388.332031
Score: -115682272.000000 Penalty: 54213.273438
Iteration 5F: 17 clusters Score -1.156823e+08 nChanged 122091
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 74154 members 
Mstep: Class 3 contains 6889 members 
Mstep: Class 4 contains 65520 members 
Mstep: Class 5 contains 33482 members 
Mstep: Class 7 contains 32975 members 
Mstep: Class 8 contains 9492 members 
Mstep: Class 9 contains 70907 members 
Mstep: Class 11 contains 259207 members 
Mstep: Class 12 contains 16482 members 
Mstep: Class 13 contains 146393 members 
Mstep: Class 14 contains 3025 members 
Mstep: Class 15 contains 7170 members 
Mstep: Class 16 contains 61202 members 
Mstep: Class 17 contains 20799 members 
Mstep: Class 19 contains 25173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115737632.000000 Penalty: 54213.273438
Iteration 6F: 17 clusters Score -1.157376e+08 nChanged 110687
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 68053 members 
Mstep: Class 3 contains 6262 members 
Mstep: Class 4 contains 58224 members 
Mstep: Class 5 contains 33795 members 
Mstep: Class 7 contains 26545 members 
Mstep: Class 8 contains 6161 members 
Mstep: Class 9 contains 68532 members 
Mstep: Class 11 contains 284492 members 
Mstep: Class 12 contains 14296 members 
Mstep: Class 13 contains 174949 members 
Mstep: Class 14 contains 3038 members 
Mstep: Class 15 contains 4591 members 
Mstep: Class 16 contains 54645 members 
Mstep: Class 17 contains 18167 members 
Mstep: Class 19 contains 18253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115796624.000000 Penalty: 54213.273438
Iteration 7F: 17 clusters Score -1.157966e+08 nChanged 99634
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 60695 members 
Mstep: Class 3 contains 5785 members 
Mstep: Class 4 contains 50228 members 
Mstep: Class 5 contains 33850 members 
Mstep: Class 7 contains 20253 members 
Mstep: Class 8 contains 4167 members 
Mstep: Class 9 contains 70089 members 
Mstep: Class 11 contains 302035 members 
Mstep: Class 12 contains 13080 members 
Mstep: Class 13 contains 203228 members 
Mstep: Class 14 contains 3048 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 48194 members 
Mstep: Class 17 contains 16165 members 
Mstep: Class 19 contains 12779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2500.407715 but Gain 3388.328125
Score: -115849576.000000 Penalty: 50824.945312
Iteration 8F: 16 clusters Score -1.158496e+08 nChanged 91417
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 53462 members 
Mstep: Class 3 contains 5328 members 
Mstep: Class 4 contains 42199 members 
Mstep: Class 5 contains 33520 members 
Mstep: Class 7 contains 14823 members 
Mstep: Class 8 contains 3115 members 
Mstep: Class 9 contains 74984 members 
Mstep: Class 11 contains 313476 members 
Mstep: Class 12 contains 12806 members 
Mstep: Class 13 contains 228047 members 
Mstep: Class 14 contains 3062 members 
Mstep: Class 16 contains 42412 members 
Mstep: Class 17 contains 15134 members 
Mstep: Class 19 contains 8913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3182.326172 but Gain 3388.332031
Score: -115876928.000000 Penalty: 47436.613281
Iteration 9F: 15 clusters Score -1.158769e+08 nChanged 76569
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 48535 members 
Mstep: Class 3 contains 4868 members 
Mstep: Class 4 contains 36428 members 
Mstep: Class 5 contains 32952 members 
Mstep: Class 7 contains 11060 members 
Mstep: Class 9 contains 82321 members 
Mstep: Class 11 contains 312150 members 
Mstep: Class 12 contains 13135 members 
Mstep: Class 13 contains 249508 members 
Mstep: Class 14 contains 3070 members 
Mstep: Class 16 contains 38537 members 
Mstep: Class 17 contains 14908 members 
Mstep: Class 19 contains 6452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3058.016602 but Gain 3388.328125
Score: -115896328.000000 Penalty: 44048.285156
Iteration 10F: 14 clusters Score -1.158963e+08 nChanged 61686
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 46721 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 33437 members 
Mstep: Class 5 contains 32445 members 
Mstep: Class 7 contains 8742 members 
Mstep: Class 9 contains 90436 members 
Mstep: Class 11 contains 299986 members 
Mstep: Class 12 contains 13876 members 
Mstep: Class 13 contains 267514 members 
Mstep: Class 14 contains 3077 members 
Mstep: Class 16 contains 37236 members 
Mstep: Class 17 contains 15279 members 
Mstep: Class 19 contains 5024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115918528.000000 Penalty: 44048.285156
Iteration 11F: 14 clusters Score -1.159185e+08 nChanged 50903
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 46437 members 
Mstep: Class 3 contains 4130 members 
Mstep: Class 4 contains 32273 members 
Mstep: Class 5 contains 31986 members 
Mstep: Class 7 contains 7364 members 
Mstep: Class 9 contains 98973 members 
Mstep: Class 11 contains 281428 members 
Mstep: Class 12 contains 14687 members 
Mstep: Class 13 contains 280720 members 
Mstep: Class 14 contains 3079 members 
Mstep: Class 16 contains 37353 members 
Mstep: Class 17 contains 15895 members 
Mstep: Class 19 contains 3882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115925968.000000 Penalty: 44048.285156
Iteration 12F: 14 clusters Score -1.15926e+08 nChanged 48792
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 47680 members 
Mstep: Class 3 contains 3966 members 
Mstep: Class 4 contains 32396 members 
Mstep: Class 5 contains 31584 members 
Mstep: Class 7 contains 6708 members 
Mstep: Class 9 contains 108113 members 
Mstep: Class 11 contains 258827 members 
Mstep: Class 12 contains 15514 members 
Mstep: Class 13 contains 291882 members 
Mstep: Class 14 contains 3080 members 
Mstep: Class 16 contains 38724 members 
Mstep: Class 17 contains 16616 members 
Mstep: Class 19 contains 3116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2888.392090 but Gain 3388.328125
Score: -115932872.000000 Penalty: 40659.957031
Iteration 13F: 13 clusters Score -1.159329e+08 nChanged 46801
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 50232 members 
Mstep: Class 3 contains 3981 members 
Mstep: Class 4 contains 33184 members 
Mstep: Class 5 contains 31113 members 
Mstep: Class 7 contains 6362 members 
Mstep: Class 9 contains 117845 members 
Mstep: Class 11 contains 238073 members 
Mstep: Class 12 contains 16387 members 
Mstep: Class 13 contains 299917 members 
Mstep: Class 14 contains 3083 members 
Mstep: Class 16 contains 40659 members 
Mstep: Class 17 contains 17370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115951464.000000 Penalty: 40659.957031
Iteration 14F: 13 clusters Score -1.159515e+08 nChanged 37309
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 52232 members 
Mstep: Class 3 contains 4062 members 
Mstep: Class 4 contains 34132 members 
Mstep: Class 5 contains 30449 members 
Mstep: Class 7 contains 6119 members 
Mstep: Class 9 contains 126603 members 
Mstep: Class 11 contains 221235 members 
Mstep: Class 12 contains 17183 members 
Mstep: Class 13 contains 302327 members 
Mstep: Class 14 contains 3082 members 
Mstep: Class 16 contains 42655 members 
Mstep: Class 17 contains 18127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115965152.000000 Penalty: 40659.957031
Iteration 15Q: 13 clusters Score -1.159652e+08 nChanged 31650
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 54028 members 
Mstep: Class 3 contains 4203 members 
Mstep: Class 4 contains 35287 members 
Mstep: Class 5 contains 29605 members 
Mstep: Class 7 contains 5920 members 
Mstep: Class 9 contains 134576 members 
Mstep: Class 11 contains 208931 members 
Mstep: Class 12 contains 17822 members 
Mstep: Class 13 contains 301323 members 
Mstep: Class 14 contains 3086 members 
Mstep: Class 16 contains 44676 members 
Mstep: Class 17 contains 18749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115976760.000000 Penalty: 40659.957031
Iteration 16Q: 13 clusters Score -1.159768e+08 nChanged 27431
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 55606 members 
Mstep: Class 3 contains 4349 members 
Mstep: Class 4 contains 36612 members 
Mstep: Class 5 contains 28698 members 
Mstep: Class 7 contains 5726 members 
Mstep: Class 9 contains 142103 members 
Mstep: Class 11 contains 199563 members 
Mstep: Class 12 contains 18312 members 
Mstep: Class 13 contains 298302 members 
Mstep: Class 14 contains 3085 members 
Mstep: Class 16 contains 46622 members 
Mstep: Class 17 contains 19228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115985544.000000 Penalty: 40659.957031
Iteration 17Q: 13 clusters Score -1.159855e+08 nChanged 24657
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 56995 members 
Mstep: Class 3 contains 4479 members 
Mstep: Class 4 contains 38171 members 
Mstep: Class 5 contains 27803 members 
Mstep: Class 7 contains 5598 members 
Mstep: Class 9 contains 149546 members 
Mstep: Class 11 contains 191256 members 
Mstep: Class 12 contains 18686 members 
Mstep: Class 13 contains 294542 members 
Mstep: Class 14 contains 3084 members 
Mstep: Class 16 contains 48468 members 
Mstep: Class 17 contains 19578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115993816.000000 Penalty: 40659.957031
Iteration 18Q: 13 clusters Score -1.159938e+08 nChanged 22249
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 58328 members 
Mstep: Class 3 contains 4606 members 
Mstep: Class 4 contains 39974 members 
Mstep: Class 5 contains 27049 members 
Mstep: Class 7 contains 5558 members 
Mstep: Class 9 contains 156910 members 
Mstep: Class 11 contains 182877 members 
Mstep: Class 12 contains 19004 members 
Mstep: Class 13 contains 290731 members 
Mstep: Class 14 contains 3080 members 
Mstep: Class 16 contains 50270 members 
Mstep: Class 17 contains 19819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116001424.000000 Penalty: 40659.957031
Iteration 19Q: 13 clusters Score -1.160014e+08 nChanged 20439
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 59593 members 
Mstep: Class 3 contains 4736 members 
Mstep: Class 4 contains 41745 members 
Mstep: Class 5 contains 26288 members 
Mstep: Class 7 contains 5528 members 
Mstep: Class 9 contains 164111 members 
Mstep: Class 11 contains 175320 members 
Mstep: Class 12 contains 19283 members 
Mstep: Class 13 contains 286600 members 
Mstep: Class 14 contains 3082 members 
Mstep: Class 16 contains 51919 members 
Mstep: Class 17 contains 20001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116007792.000000 Penalty: 40659.957031
Iteration 20F: 13 clusters Score -1.160078e+08 nChanged 18625
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 60703 members 
Mstep: Class 3 contains 4851 members 
Mstep: Class 4 contains 43409 members 
Mstep: Class 5 contains 25652 members 
Mstep: Class 7 contains 5483 members 
Mstep: Class 9 contains 171050 members 
Mstep: Class 11 contains 168369 members 
Mstep: Class 12 contains 19510 members 
Mstep: Class 13 contains 282694 members 
Mstep: Class 14 contains 3082 members 
Mstep: Class 16 contains 53218 members 
Mstep: Class 17 contains 20186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116011776.000000 Penalty: 40659.957031
Iteration 21Q: 13 clusters Score -1.160118e+08 nChanged 17461
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 61515 members 
Mstep: Class 3 contains 4942 members 
Mstep: Class 4 contains 44813 members 
Mstep: Class 5 contains 25065 members 
Mstep: Class 7 contains 5468 members 
Mstep: Class 9 contains 178025 members 
Mstep: Class 11 contains 162324 members 
Mstep: Class 12 contains 19708 members 
Mstep: Class 13 contains 278656 members 
Mstep: Class 14 contains 3081 members 
Mstep: Class 16 contains 54236 members 
Mstep: Class 17 contains 20374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116014592.000000 Penalty: 40659.957031
Iteration 22Q: 13 clusters Score -1.160146e+08 nChanged 16503
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 62184 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 46206 members 
Mstep: Class 5 contains 24521 members 
Mstep: Class 7 contains 5435 members 
Mstep: Class 9 contains 184681 members 
Mstep: Class 11 contains 156751 members 
Mstep: Class 12 contains 19934 members 
Mstep: Class 13 contains 274810 members 
Mstep: Class 14 contains 3081 members 
Mstep: Class 16 contains 55025 members 
Mstep: Class 17 contains 20569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116016888.000000 Penalty: 40659.957031
Iteration 23Q: 13 clusters Score -1.160169e+08 nChanged 15886
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 62777 members 
Mstep: Class 3 contains 5086 members 
Mstep: Class 4 contains 47644 members 
Mstep: Class 5 contains 24033 members 
Mstep: Class 7 contains 5419 members 
Mstep: Class 9 contains 190161 members 
Mstep: Class 11 contains 152137 members 
Mstep: Class 12 contains 20154 members 
Mstep: Class 13 contains 271262 members 
Mstep: Class 14 contains 3078 members 
Mstep: Class 16 contains 55691 members 
Mstep: Class 17 contains 20765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116016056.000000 Penalty: 40659.957031
Iteration 24Q: 13 clusters Score -1.160161e+08 nChanged 15184
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 63372 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 4 contains 48930 members 
Mstep: Class 5 contains 23524 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 9 contains 194510 members 
Mstep: Class 11 contains 148822 members 
Mstep: Class 12 contains 20345 members 
Mstep: Class 13 contains 267882 members 
Mstep: Class 14 contains 3080 members 
Mstep: Class 16 contains 56218 members 
Mstep: Class 17 contains 20973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116015720.000000 Penalty: 40659.957031
Iteration 25Q: 13 clusters Score -1.160157e+08 nChanged 14732
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 63952 members 
Mstep: Class 3 contains 5241 members 
Mstep: Class 4 contains 50254 members 
Mstep: Class 5 contains 23071 members 
Mstep: Class 7 contains 5394 members 
Mstep: Class 9 contains 197444 members 
Mstep: Class 11 contains 146549 members 
Mstep: Class 12 contains 20523 members 
Mstep: Class 13 contains 264686 members 
Mstep: Class 14 contains 3079 members 
Mstep: Class 16 contains 56789 members 
Mstep: Class 17 contains 21225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116015808.000000 Penalty: 40659.957031
Iteration 26Q: 13 clusters Score -1.160158e+08 nChanged 14130
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 64508 members 
Mstep: Class 3 contains 5319 members 
Mstep: Class 4 contains 51503 members 
Mstep: Class 5 contains 22662 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 9 contains 199232 members 
Mstep: Class 11 contains 145368 members 
Mstep: Class 12 contains 20701 members 
Mstep: Class 13 contains 261499 members 
Mstep: Class 14 contains 3079 members 
Mstep: Class 16 contains 57425 members 
Mstep: Class 17 contains 21499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116015648.000000 Penalty: 40659.957031
Iteration 27Q: 13 clusters Score -1.160156e+08 nChanged 13159
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 65175 members 
Mstep: Class 3 contains 5410 members 
Mstep: Class 4 contains 52756 members 
Mstep: Class 5 contains 22337 members 
Mstep: Class 7 contains 5416 members 
Mstep: Class 9 contains 199937 members 
Mstep: Class 11 contains 145128 members 
Mstep: Class 12 contains 20905 members 
Mstep: Class 13 contains 258313 members 
Mstep: Class 14 contains 3080 members 
Mstep: Class 16 contains 58027 members 
Mstep: Class 17 contains 21723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116015408.000000 Penalty: 40659.957031
Iteration 28Q: 13 clusters Score -1.160154e+08 nChanged 12422
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 65915 members 
Mstep: Class 3 contains 5480 members 
Mstep: Class 4 contains 53987 members 
Mstep: Class 5 contains 22013 members 
Mstep: Class 7 contains 5427 members 
Mstep: Class 9 contains 199880 members 
Mstep: Class 11 contains 145625 members 
Mstep: Class 12 contains 21103 members 
Mstep: Class 13 contains 255112 members 
Mstep: Class 14 contains 3081 members 
Mstep: Class 16 contains 58598 members 
Mstep: Class 17 contains 21986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116015952.000000 Penalty: 40659.957031
Iteration 29Q: 13 clusters Score -1.16016e+08 nChanged 11482
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 66685 members 
Mstep: Class 3 contains 5541 members 
Mstep: Class 4 contains 55213 members 
Mstep: Class 5 contains 21754 members 
Mstep: Class 7 contains 5458 members 
Mstep: Class 9 contains 199266 members 
Mstep: Class 11 contains 146584 members 
Mstep: Class 12 contains 21288 members 
Mstep: Class 13 contains 252016 members 
Mstep: Class 14 contains 3083 members 
Mstep: Class 16 contains 59089 members 
Mstep: Class 17 contains 22230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116015984.000000 Penalty: 40659.957031
Iteration 30Q: 13 clusters Score -1.16016e+08 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 67511 members 
Mstep: Class 3 contains 5608 members 
Mstep: Class 4 contains 56456 members 
Mstep: Class 5 contains 21520 members 
Mstep: Class 7 contains 5486 members 
Mstep: Class 9 contains 198239 members 
Mstep: Class 11 contains 147960 members 
Mstep: Class 12 contains 21467 members 
Mstep: Class 13 contains 248899 members 
Mstep: Class 14 contains 3084 members 
Mstep: Class 16 contains 59525 members 
Mstep: Class 17 contains 22452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116016688.000000 Penalty: 40659.957031
Iteration 31Q: 13 clusters Score -1.160167e+08 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 68474 members 
Mstep: Class 3 contains 5689 members 
Mstep: Class 4 contains 57765 members 
Mstep: Class 5 contains 21308 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 9 contains 196879 members 
Mstep: Class 11 contains 149551 members 
Mstep: Class 12 contains 21614 members 
Mstep: Class 13 contains 245814 members 
Mstep: Class 14 contains 3083 members 
Mstep: Class 16 contains 59816 members 
Mstep: Class 17 contains 22703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116017400.000000 Penalty: 40659.957031
Iteration 32Q: 13 clusters Score -1.160174e+08 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 69431 members 
Mstep: Class 3 contains 5791 members 
Mstep: Class 4 contains 59113 members 
Mstep: Class 5 contains 21135 members 
Mstep: Class 7 contains 5512 members 
Mstep: Class 9 contains 195261 members 
Mstep: Class 11 contains 151236 members 
Mstep: Class 12 contains 21700 members 
Mstep: Class 13 contains 242818 members 
Mstep: Class 14 contains 3084 members 
Mstep: Class 16 contains 60147 members 
Mstep: Class 17 contains 22979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116018352.000000 Penalty: 40659.957031
Iteration 33Q: 13 clusters Score -1.160184e+08 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 70498 members 
Mstep: Class 3 contains 5904 members 
Mstep: Class 4 contains 60397 members 
Mstep: Class 5 contains 20977 members 
Mstep: Class 7 contains 5521 members 
Mstep: Class 9 contains 193502 members 
Mstep: Class 11 contains 152912 members 
Mstep: Class 12 contains 21743 members 
Mstep: Class 13 contains 240007 members 
Mstep: Class 14 contains 3083 members 
Mstep: Class 16 contains 60406 members 
Mstep: Class 17 contains 23256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116019016.000000 Penalty: 40659.957031
Iteration 34Q: 13 clusters Score -1.16019e+08 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 71552 members 
Mstep: Class 3 contains 6027 members 
Mstep: Class 4 contains 61821 members 
Mstep: Class 5 contains 20830 members 
Mstep: Class 7 contains 5534 members 
Mstep: Class 9 contains 191609 members 
Mstep: Class 11 contains 154469 members 
Mstep: Class 12 contains 21766 members 
Mstep: Class 13 contains 237317 members 
Mstep: Class 14 contains 3085 members 
Mstep: Class 16 contains 60665 members 
Mstep: Class 17 contains 23532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116020408.000000 Penalty: 40659.957031
Iteration 35Q: 13 clusters Score -1.160204e+08 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 72623 members 
Mstep: Class 3 contains 6151 members 
Mstep: Class 4 contains 63284 members 
Mstep: Class 5 contains 20671 members 
Mstep: Class 7 contains 5552 members 
Mstep: Class 9 contains 189825 members 
Mstep: Class 11 contains 156007 members 
Mstep: Class 12 contains 21739 members 
Mstep: Class 13 contains 234627 members 
Mstep: Class 14 contains 3086 members 
Mstep: Class 16 contains 60855 members 
Mstep: Class 17 contains 23787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116021616.000000 Penalty: 40659.957031
Iteration 36Q: 13 clusters Score -1.160216e+08 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 73707 members 
Mstep: Class 3 contains 6279 members 
Mstep: Class 4 contains 64816 members 
Mstep: Class 5 contains 20529 members 
Mstep: Class 7 contains 5559 members 
Mstep: Class 9 contains 188096 members 
Mstep: Class 11 contains 157484 members 
Mstep: Class 12 contains 21663 members 
Mstep: Class 13 contains 231925 members 
Mstep: Class 14 contains 3086 members 
Mstep: Class 16 contains 60995 members 
Mstep: Class 17 contains 24068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116022624.000000 Penalty: 40659.957031
Iteration 37Q: 13 clusters Score -1.160226e+08 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 74926 members 
Mstep: Class 3 contains 6418 members 
Mstep: Class 4 contains 66488 members 
Mstep: Class 5 contains 20411 members 
Mstep: Class 7 contains 5576 members 
Mstep: Class 9 contains 186329 members 
Mstep: Class 11 contains 158782 members 
Mstep: Class 12 contains 21596 members 
Mstep: Class 13 contains 229157 members 
Mstep: Class 14 contains 3085 members 
Mstep: Class 16 contains 61083 members 
Mstep: Class 17 contains 24356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116023760.000000 Penalty: 40659.957031
Iteration 38Q: 13 clusters Score -1.160238e+08 nChanged 8922
Entering ConstructFrom: 
Score: -116023760.000000 Penalty: 40659.957031
Entering ConstructFrom: 
Trying to split cluster 2 (76124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76124 members 
Entering Unmasked Estep 
Score: -10531275.000000 Penalty: 2787.549561
	Iteration 0F: 2 clusters Score -1.053128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -10480288.000000 Penalty: 5575.099121
	Iteration 0F: 3 clusters Score -1.048029e+07 nChanged 35809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -10500673.000000 Penalty: 5575.099121
	Iteration 1F: 3 clusters Score -1.050067e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -10501639.000000 Penalty: 5575.099121
	Iteration 2Q: 3 clusters Score -1.050164e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -10503098.000000 Penalty: 5575.099121
	Iteration 3Q: 3 clusters Score -1.05031e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -10505456.000000 Penalty: 5575.099121
	Iteration 4F: 3 clusters Score -1.050546e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -10509512.000000 Penalty: 5575.099121
	Iteration 5F: 3 clusters Score -1.050951e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -10515301.000000 Penalty: 5575.099121
	Iteration 6F: 3 clusters Score -1.05153e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 68294 members 
Entering Unmasked Estep 
Score: -10521259.000000 Penalty: 5575.099121
	Iteration 7F: 3 clusters Score -1.052126e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 72657 members 
Entering Unmasked Estep 
Score: -10525545.000000 Penalty: 5575.099121
	Iteration 8F: 3 clusters Score -1.052554e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 74804 members 
Entering Unmasked Estep 
Score: -10527605.000000 Penalty: 5575.099121
	Iteration 9Q: 3 clusters Score -1.05276e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -10528324.000000 Penalty: 5575.099121
	Iteration 10Q: 3 clusters Score -1.052832e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 75775 members 
Entering Unmasked Estep 
Score: -10528561.000000 Penalty: 5575.099121
	Iteration 11Q: 3 clusters Score -1.052856e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 75836 members 
Entering Unmasked Estep 
Score: -10528669.000000 Penalty: 5575.099121
	Iteration 12Q: 3 clusters Score -1.052867e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 75869 members 
Entering Unmasked Estep 
Score: -10528736.000000 Penalty: 5575.099121
	Iteration 13Q: 3 clusters Score -1.052874e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 75887 members 
Entering Unmasked Estep 
Score: -10528783.000000 Penalty: 5575.099121
	Iteration 14Q: 3 clusters Score -1.052878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 75893 members 
Entering Unmasked Estep 
Score: -10528789.000000 Penalty: 5575.099121
	Iteration 15Q: 3 clusters Score -1.052879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 75895 members 
Entering Unmasked Estep 
Score: -10528791.000000 Penalty: 5575.099121
	Iteration 16Q: 3 clusters Score -1.052879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 75896 members 
Entering Unmasked Estep 
Score: -10528796.000000 Penalty: 5575.099121
	Iteration 17Q: 3 clusters Score -1.05288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 75898 members 
Entering Unmasked Estep 
Score: -10528796.000000 Penalty: 5575.099121
	Iteration 18Q: 3 clusters Score -1.05288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 75897 members 
Entering Unmasked Estep 
Score: -10528793.000000 Penalty: 5575.099121
	Iteration 19Q: 3 clusters Score -1.052879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 75897 members 
Entering Unmasked Estep 
Score: -10528793.000000 Penalty: 5575.099121
	Iteration 20F: 3 clusters Score -1.052879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -868276.062500 Penalty: 2180.326416
	Iteration 0F: 2 clusters Score -868276.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -862733.812500 Penalty: 4360.652832
	Iteration 0F: 3 clusters Score -862733.8 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -864316.312500 Penalty: 4360.652832
	Iteration 1F: 3 clusters Score -864316.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -864642.250000 Penalty: 4360.652832
	Iteration 2F: 3 clusters Score -864642.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -864831.000000 Penalty: 4360.652832
	Iteration 3F: 3 clusters Score -864831 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -864984.312500 Penalty: 4360.652832
	Iteration 4Q: 3 clusters Score -864984.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -865121.375000 Penalty: 4360.652832
	Iteration 5Q: 3 clusters Score -865121.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -865242.375000 Penalty: 4360.652832
	Iteration 6Q: 3 clusters Score -865242.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -865376.625000 Penalty: 4360.652832
	Iteration 7Q: 3 clusters Score -865376.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -865539.875000 Penalty: 4360.652832
	Iteration 8Q: 3 clusters Score -865539.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -865702.875000 Penalty: 4360.652832
	Iteration 9Q: 3 clusters Score -865702.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -865877.750000 Penalty: 4360.652832
	Iteration 10Q: 3 clusters Score -865877.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -866053.125000 Penalty: 4360.652832
	Iteration 11Q: 3 clusters Score -866053.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -866192.562500 Penalty: 4360.652832
	Iteration 12Q: 3 clusters Score -866192.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -866287.812500 Penalty: 4360.652832
	Iteration 13Q: 3 clusters Score -866287.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -866356.312500 Penalty: 4360.652832
	Iteration 14Q: 3 clusters Score -866356.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -866395.687500 Penalty: 4360.652832
	Iteration 15Q: 3 clusters Score -866395.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -866422.375000 Penalty: 4360.652832
	Iteration 16Q: 3 clusters Score -866422.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -866439.187500 Penalty: 4360.652832
	Iteration 17Q: 3 clusters Score -866439.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -866455.562500 Penalty: 4360.652832
	Iteration 18Q: 3 clusters Score -866455.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -866470.187500 Penalty: 4360.652832
	Iteration 19Q: 3 clusters Score -866470.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -866478.750000 Penalty: 4360.652832
	Iteration 20F: 3 clusters Score -866478.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -866487.187500 Penalty: 4360.652832
	Iteration 21Q: 3 clusters Score -866487.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -866496.687500 Penalty: 4360.652832
	Iteration 22Q: 3 clusters Score -866496.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -866502.187500 Penalty: 4360.652832
	Iteration 23Q: 3 clusters Score -866502.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -866505.125000 Penalty: 4360.652832
	Iteration 24Q: 3 clusters Score -866505.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -866506.562500 Penalty: 4360.652832
	Iteration 25Q: 3 clusters Score -866506.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -866510.875000 Penalty: 4360.652832
	Iteration 26Q: 3 clusters Score -866510.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -866512.250000 Penalty: 4360.652832
	Iteration 27Q: 3 clusters Score -866512.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -866511.375000 Penalty: 4360.652832
	Iteration 28Q: 3 clusters Score -866511.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -866514.812500 Penalty: 4360.652832
	Iteration 29Q: 3 clusters Score -866514.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -866516.000000 Penalty: 4360.652832
	Iteration 30Q: 3 clusters Score -866516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -866519.062500 Penalty: 4360.652832
	Iteration 31Q: 3 clusters Score -866519.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -866521.687500 Penalty: 4360.652832
	Iteration 32Q: 3 clusters Score -866521.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -866522.125000 Penalty: 4360.652832
	Iteration 33Q: 3 clusters Score -866522.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -866524.062500 Penalty: 4360.652832
	Iteration 34Q: 3 clusters Score -866524.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -866526.250000 Penalty: 4360.652832
	Iteration 35Q: 3 clusters Score -866526.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -866526.750000 Penalty: 4360.652832
	Iteration 36Q: 3 clusters Score -866526.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -866529.500000 Penalty: 4360.652832
	Iteration 37Q: 3 clusters Score -866529.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -866531.187500 Penalty: 4360.652832
	Iteration 38Q: 3 clusters Score -866531.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -866535.687500 Penalty: 4360.652832
	Iteration 39Q: 3 clusters Score -866535.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -866535.000000 Penalty: 4360.652832
	Iteration 40F: 3 clusters Score -866535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -866533.625000 Penalty: 4360.652832
	Iteration 41Q: 3 clusters Score -866533.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -866535.625000 Penalty: 4360.652832
	Iteration 42Q: 3 clusters Score -866535.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -866536.812500 Penalty: 4360.652832
	Iteration 43Q: 3 clusters Score -866536.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -866535.125000 Penalty: 4360.652832
	Iteration 44Q: 3 clusters Score -866535.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -866536.437500 Penalty: 4360.652832
	Iteration 45Q: 3 clusters Score -866536.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -866538.500000 Penalty: 4360.652832
	Iteration 46Q: 3 clusters Score -866538.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -866539.562500 Penalty: 4360.652832
	Iteration 47Q: 3 clusters Score -866539.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -866539.250000 Penalty: 4360.652832
	Iteration 48Q: 3 clusters Score -866539.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -866540.000000 Penalty: 4360.652832
	Iteration 49Q: 3 clusters Score -866540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -866540.000000 Penalty: 4360.652832
	Iteration 50F: 3 clusters Score -866540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (68220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68220 members 
Entering Unmasked Estep 
Score: -9499128.000000 Penalty: 2760.362305
	Iteration 0F: 2 clusters Score -9499128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -9453526.000000 Penalty: 5520.724609
	Iteration 0F: 3 clusters Score -9453526 nChanged 31699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -9471392 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -9472703 nChanged 2389
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Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -9474095 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -9475100 nChanged 2940
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Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -9476530 nChanged 3403
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -9478648 nChanged 3850
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -9481354 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -9483980 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9485663 nChanged 2290
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9486363 nChanged 1332
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9486585 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9486689 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9486789 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9486892 nChanged 540
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9486989 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9487071 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9487126 nChanged 508
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9487211 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9487317 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9487433 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9487488 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9487567 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9487666 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9487799 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9487885 nChanged 595
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9487985 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9488120 nChanged 702
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9488259 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9488449 nChanged 744
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Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9488609 nChanged 787
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Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9488797 nChanged 803
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9488991 nChanged 821
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Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9489178 nChanged 868
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9489443 nChanged 871
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9489616 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9489912 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9490188 nChanged 969
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Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 54906 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 56961 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9491535 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 57989 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 59010 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9492323 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9492780 nChanged 1051
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 62089 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9493811 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9494281 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 63775 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9494723 nChanged 710
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3739 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9495116 nChanged 566
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Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 65043 members 
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	Iteration 52Q: 3 clusters Score -9495502 nChanged 452
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Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 65489 members 
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	Iteration 53Q: 3 clusters Score -9495836 nChanged 384
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 65867 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9496099 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 66155 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9496265 nChanged 222
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Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 66367 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9496391 nChanged 175
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Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 66518 members 
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	Iteration 57Q: 3 clusters Score -9496511 nChanged 135
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Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 66645 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9496581 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 66721 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9496620 nChanged 61
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Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 66774 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9496654 nChanged 68
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Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 66828 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9496686 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9496718 nChanged 50
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Mstep: Class 1 contains 1302 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9496726 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 66952 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9496757 nChanged 39
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Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 66979 members 
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	Iteration 65Q: 3 clusters Score -9496756 nChanged 33
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Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 67006 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9496789 nChanged 28
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Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 67028 members 
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	Iteration 67Q: 3 clusters Score -9496795 nChanged 30
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Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 67050 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9496810 nChanged 22
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Mstep: Class 1 contains 1152 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9496816 nChanged 14
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Mstep: Class 1 contains 1144 members 
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	Iteration 70Q: 3 clusters Score -9496824 nChanged 8
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Mstep: Class 1 contains 1138 members 
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	Iteration 71Q: 3 clusters Score -9496826 nChanged 10
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Mstep: Class 1 contains 1128 members 
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	Iteration 72Q: 3 clusters Score -9496839 nChanged 10
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Mstep: Class 1 contains 1118 members 
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	Iteration 73Q: 3 clusters Score -9496834 nChanged 13
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Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 67113 members 
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	Iteration 74Q: 3 clusters Score -9496833 nChanged 10
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Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 67121 members 
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	Iteration 75Q: 3 clusters Score -9496834 nChanged 7
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Mstep: Class 1 contains 1092 members 
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	Iteration 76Q: 3 clusters Score -9496851 nChanged 5
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Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 67133 members 
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	Iteration 77Q: 3 clusters Score -9496847 nChanged 9
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Mstep: Class 1 contains 1080 members 
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	Iteration 78Q: 3 clusters Score -9496850 nChanged 4
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Mstep: Class 1 contains 1076 members 
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	Iteration 79Q: 3 clusters Score -9496839 nChanged 4
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Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 67148 members 
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	Iteration 80F: 3 clusters Score -9496846 nChanged 3
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Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 67151 members 
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	Iteration 81Q: 3 clusters Score -9496846 nChanged 2
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	Iteration 82Q: 3 clusters Score -9496846 nChanged 2
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	Iteration 83Q: 3 clusters Score -9496847 nChanged 2
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	Iteration 84Q: 3 clusters Score -9496848 nChanged 1
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	Iteration 85Q: 3 clusters Score -9496844 nChanged 2
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	Iteration 86Q: 3 clusters Score -9496845 nChanged 3
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	Iteration 87Q: 3 clusters Score -9496844 nChanged 1
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	Iteration 88Q: 3 clusters Score -9496848 nChanged 3
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	Iteration 89Q: 3 clusters Score -9496850 nChanged 2
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	Iteration 90Q: 3 clusters Score -9496847 nChanged 1
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	Iteration 91Q: 3 clusters Score -9496847 nChanged 1
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	Iteration 92Q: 3 clusters Score -9496845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -9496848.000000 Penalty: 5520.724609
	Iteration 93Q: 3 clusters Score -9496848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 67172 members 
Entering Unmasked Estep 
Score: -9496838.000000 Penalty: 5520.724609
	Iteration 94Q: 3 clusters Score -9496838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 67174 members 
Entering Unmasked Estep 
Score: -9496837.000000 Penalty: 5520.724609
	Iteration 95Q: 3 clusters Score -9496837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 67174 members 
Entering Unmasked Estep 
Score: -9496837.000000 Penalty: 5520.724609
	Iteration 96F: 3 clusters Score -9496837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Entering Unmasked Estep 
Score: -2732874.500000 Penalty: 2459.463867
	Iteration 0F: 2 clusters Score -2732874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2718745.000000 Penalty: 4918.927734
	Iteration 0F: 3 clusters Score -2718745 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2723679.500000 Penalty: 4918.927734
	Iteration 1F: 3 clusters Score -2723680 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2724510.500000 Penalty: 4918.927734
	Iteration 2F: 3 clusters Score -2724510 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2725340.750000 Penalty: 4918.927734
	Iteration 3F: 3 clusters Score -2725341 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2726255.500000 Penalty: 4918.927734
	Iteration 4F: 3 clusters Score -2726256 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2727136.250000 Penalty: 4918.927734
	Iteration 5F: 3 clusters Score -2727136 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2727971.500000 Penalty: 4918.927734
	Iteration 6F: 3 clusters Score -2727972 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2728734.500000 Penalty: 4918.927734
	Iteration 7F: 3 clusters Score -2728734 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2729388.000000 Penalty: 4918.927734
	Iteration 8Q: 3 clusters Score -2729388 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2730025.250000 Penalty: 4918.927734
	Iteration 9Q: 3 clusters Score -2730025 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2730574.250000 Penalty: 4918.927734
	Iteration 10Q: 3 clusters Score -2730574 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2731010.000000 Penalty: 4918.927734
	Iteration 11Q: 3 clusters Score -2731010 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2731376.250000 Penalty: 4918.927734
	Iteration 12Q: 3 clusters Score -2731376 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2731615.750000 Penalty: 4918.927734
	Iteration 13Q: 3 clusters Score -2731616 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2731760.000000 Penalty: 4918.927734
	Iteration 14Q: 3 clusters Score -2731760 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2731833.750000 Penalty: 4918.927734
	Iteration 15Q: 3 clusters Score -2731834 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2731883.250000 Penalty: 4918.927734
	Iteration 16Q: 3 clusters Score -2731883 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2731895.250000 Penalty: 4918.927734
	Iteration 17Q: 3 clusters Score -2731895 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2731916.500000 Penalty: 4918.927734
	Iteration 18Q: 3 clusters Score -2731916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2731932.750000 Penalty: 4918.927734
	Iteration 19Q: 3 clusters Score -2731933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2731943.250000 Penalty: 4918.927734
	Iteration 20F: 3 clusters Score -2731943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2731949.000000 Penalty: 4918.927734
	Iteration 21Q: 3 clusters Score -2731949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2731962.750000 Penalty: 4918.927734
	Iteration 22Q: 3 clusters Score -2731963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2731966.750000 Penalty: 4918.927734
	Iteration 23Q: 3 clusters Score -2731967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2731967.750000 Penalty: 4918.927734
	Iteration 24Q: 3 clusters Score -2731968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2731971.000000 Penalty: 4918.927734
	Iteration 25Q: 3 clusters Score -2731971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2731977.000000 Penalty: 4918.927734
	Iteration 26Q: 3 clusters Score -2731977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2731973.500000 Penalty: 4918.927734
	Iteration 27Q: 3 clusters Score -2731974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2731976.750000 Penalty: 4918.927734
	Iteration 28Q: 3 clusters Score -2731977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2731978.750000 Penalty: 4918.927734
	Iteration 29Q: 3 clusters Score -2731979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2731977.000000 Penalty: 4918.927734
	Iteration 30Q: 3 clusters Score -2731977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2731977.250000 Penalty: 4918.927734
	Iteration 31Q: 3 clusters Score -2731977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2731977.250000 Penalty: 4918.927734
	Iteration 32F: 3 clusters Score -2731977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Entering Unmasked Estep 
Score: -730970.312500 Penalty: 2139.081787
	Iteration 0F: 2 clusters Score -730970.3 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 2759 members 
Entering Unmasked Estep 
Score: -726109.312500 Penalty: 4278.163574
	Iteration 0F: 3 clusters Score -726109.3 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -727344.187500 Penalty: 4278.163574
	Iteration 1F: 3 clusters Score -727344.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -727612.750000 Penalty: 4278.163574
	Iteration 2F: 3 clusters Score -727612.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -727769.125000 Penalty: 4278.163574
	Iteration 3F: 3 clusters Score -727769.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -727892.375000 Penalty: 4278.163574
	Iteration 4Q: 3 clusters Score -727892.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -727969.562500 Penalty: 4278.163574
	Iteration 5Q: 3 clusters Score -727969.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -728031.250000 Penalty: 4278.163574
	Iteration 6Q: 3 clusters Score -728031.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -728079.750000 Penalty: 4278.163574
	Iteration 7Q: 3 clusters Score -728079.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -728119.187500 Penalty: 4278.163574
	Iteration 8Q: 3 clusters Score -728119.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -728155.125000 Penalty: 4278.163574
	Iteration 9Q: 3 clusters Score -728155.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -728184.375000 Penalty: 4278.163574
	Iteration 10Q: 3 clusters Score -728184.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -728208.562500 Penalty: 4278.163574
	Iteration 11Q: 3 clusters Score -728208.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -728230.312500 Penalty: 4278.163574
	Iteration 12Q: 3 clusters Score -728230.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -728252.125000 Penalty: 4278.163574
	Iteration 13Q: 3 clusters Score -728252.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -728268.937500 Penalty: 4278.163574
	Iteration 14Q: 3 clusters Score -728268.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -728285.500000 Penalty: 4278.163574
	Iteration 15Q: 3 clusters Score -728285.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -728301.062500 Penalty: 4278.163574
	Iteration 16Q: 3 clusters Score -728301.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -728308.687500 Penalty: 4278.163574
	Iteration 17Q: 3 clusters Score -728308.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -728316.562500 Penalty: 4278.163574
	Iteration 18Q: 3 clusters Score -728316.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -728322.812500 Penalty: 4278.163574
	Iteration 19Q: 3 clusters Score -728322.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -728326.937500 Penalty: 4278.163574
	Iteration 20F: 3 clusters Score -728326.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -728330.687500 Penalty: 4278.163574
	Iteration 21Q: 3 clusters Score -728330.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -728335.250000 Penalty: 4278.163574
	Iteration 22Q: 3 clusters Score -728335.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -728339.687500 Penalty: 4278.163574
	Iteration 23Q: 3 clusters Score -728339.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -728345.812500 Penalty: 4278.163574
	Iteration 24Q: 3 clusters Score -728345.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -728351.062500 Penalty: 4278.163574
	Iteration 25Q: 3 clusters Score -728351.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -728358.750000 Penalty: 4278.163574
	Iteration 26Q: 3 clusters Score -728358.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -728361.375000 Penalty: 4278.163574
	Iteration 27Q: 3 clusters Score -728361.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -728364.937500 Penalty: 4278.163574
	Iteration 28Q: 3 clusters Score -728364.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -728368.375000 Penalty: 4278.163574
	Iteration 29Q: 3 clusters Score -728368.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -728371.437500 Penalty: 4278.163574
	Iteration 30Q: 3 clusters Score -728371.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -728375.875000 Penalty: 4278.163574
	Iteration 31Q: 3 clusters Score -728375.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -728380.312500 Penalty: 4278.163574
	Iteration 32Q: 3 clusters Score -728380.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -728381.875000 Penalty: 4278.163574
	Iteration 33Q: 3 clusters Score -728381.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -728384.937500 Penalty: 4278.163574
	Iteration 34Q: 3 clusters Score -728384.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -728385.812500 Penalty: 4278.163574
	Iteration 35Q: 3 clusters Score -728385.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -728385.937500 Penalty: 4278.163574
	Iteration 36Q: 3 clusters Score -728385.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -728389.000000 Penalty: 4278.163574
	Iteration 37Q: 3 clusters Score -728389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -728391.812500 Penalty: 4278.163574
	Iteration 38Q: 3 clusters Score -728391.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -728395.625000 Penalty: 4278.163574
	Iteration 39Q: 3 clusters Score -728395.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -728395.812500 Penalty: 4278.163574
	Iteration 40F: 3 clusters Score -728395.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -728400.125000 Penalty: 4278.163574
	Iteration 41Q: 3 clusters Score -728400.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -728403.437500 Penalty: 4278.163574
	Iteration 42Q: 3 clusters Score -728403.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -728407.625000 Penalty: 4278.163574
	Iteration 43Q: 3 clusters Score -728407.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -728408.625000 Penalty: 4278.163574
	Iteration 44Q: 3 clusters Score -728408.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -728409.312500 Penalty: 4278.163574
	Iteration 45Q: 3 clusters Score -728409.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -728411.687500 Penalty: 4278.163574
	Iteration 46Q: 3 clusters Score -728411.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -728411.500000 Penalty: 4278.163574
	Iteration 47Q: 3 clusters Score -728411.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -728411.500000 Penalty: 4278.163574
	Iteration 48F: 3 clusters Score -728411.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (184711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184711 members 
Entering Unmasked Estep 
Score: -25393376.000000 Penalty: 3007.383789
	Iteration 0F: 2 clusters Score -2.539338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92271 members 
Mstep: Class 2 contains 92440 members 
Entering Unmasked Estep 
Score: -25275990.000000 Penalty: 6014.767578
	Iteration 0F: 3 clusters Score -2.527599e+07 nChanged 88919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90778 members 
Mstep: Class 2 contains 93933 members 
Entering Unmasked Estep 
Score: -25328136.000000 Penalty: 6014.767578
	Iteration 1F: 3 clusters Score -2.532814e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89551 members 
Mstep: Class 2 contains 95160 members 
Entering Unmasked Estep 
Score: -25329742.000000 Penalty: 6014.767578
	Iteration 2Q: 3 clusters Score -2.532974e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 97200 members 
Entering Unmasked Estep 
Score: -25331892.000000 Penalty: 6014.767578
	Iteration 3Q: 3 clusters Score -2.533189e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84379 members 
Mstep: Class 2 contains 100332 members 
Entering Unmasked Estep 
Score: -25335534.000000 Penalty: 6014.767578
	Iteration 4Q: 3 clusters Score -2.533553e+07 nChanged 10495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79580 members 
Mstep: Class 2 contains 105131 members 
Entering Unmasked Estep 
Score: -25341144.000000 Penalty: 6014.767578
	Iteration 5F: 3 clusters Score -2.534114e+07 nChanged 12439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73021 members 
Mstep: Class 2 contains 111690 members 
Entering Unmasked Estep 
Score: -25349446.000000 Penalty: 6014.767578
	Iteration 6F: 3 clusters Score -2.534945e+07 nChanged 13781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64904 members 
Mstep: Class 2 contains 119807 members 
Entering Unmasked Estep 
Score: -25360208.000000 Penalty: 6014.767578
	Iteration 7F: 3 clusters Score -2.536021e+07 nChanged 12900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 127773 members 
Entering Unmasked Estep 
Score: -25370772.000000 Penalty: 6014.767578
	Iteration 8F: 3 clusters Score -2.537077e+07 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50908 members 
Mstep: Class 2 contains 133803 members 
Entering Unmasked Estep 
Score: -25377852.000000 Penalty: 6014.767578
	Iteration 9F: 3 clusters Score -2.537785e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 138463 members 
Entering Unmasked Estep 
Score: -25381764.000000 Penalty: 6014.767578
	Iteration 10Q: 3 clusters Score -2.538176e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 142776 members 
Entering Unmasked Estep 
Score: -25384112.000000 Penalty: 6014.767578
	Iteration 11Q: 3 clusters Score -2.538411e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 146835 members 
Entering Unmasked Estep 
Score: -25385726.000000 Penalty: 6014.767578
	Iteration 12Q: 3 clusters Score -2.538573e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 150781 members 
Entering Unmasked Estep 
Score: -25386996.000000 Penalty: 6014.767578
	Iteration 13Q: 3 clusters Score -2.5387e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 154674 members 
Entering Unmasked Estep 
Score: -25388234.000000 Penalty: 6014.767578
	Iteration 14Q: 3 clusters Score -2.538823e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 158285 members 
Entering Unmasked Estep 
Score: -25389226.000000 Penalty: 6014.767578
	Iteration 15Q: 3 clusters Score -2.538923e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 161460 members 
Entering Unmasked Estep 
Score: -25389998.000000 Penalty: 6014.767578
	Iteration 16Q: 3 clusters Score -2.539e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 164253 members 
Entering Unmasked Estep 
Score: -25390696.000000 Penalty: 6014.767578
	Iteration 17Q: 3 clusters Score -2.53907e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 166774 members 
Entering Unmasked Estep 
Score: -25391240.000000 Penalty: 6014.767578
	Iteration 18Q: 3 clusters Score -2.539124e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 169009 members 
Entering Unmasked Estep 
Score: -25391792.000000 Penalty: 6014.767578
	Iteration 19Q: 3 clusters Score -2.539179e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 170956 members 
Entering Unmasked Estep 
Score: -25392008.000000 Penalty: 6014.767578
	Iteration 20F: 3 clusters Score -2.539201e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 172644 members 
Entering Unmasked Estep 
Score: -25392168.000000 Penalty: 6014.767578
	Iteration 21Q: 3 clusters Score -2.539217e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 174139 members 
Entering Unmasked Estep 
Score: -25392352.000000 Penalty: 6014.767578
	Iteration 22Q: 3 clusters Score -2.539235e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 175464 members 
Entering Unmasked Estep 
Score: -25392600.000000 Penalty: 6014.767578
	Iteration 23Q: 3 clusters Score -2.53926e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 176581 members 
Entering Unmasked Estep 
Score: -25392698.000000 Penalty: 6014.767578
	Iteration 24Q: 3 clusters Score -2.53927e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 177521 members 
Entering Unmasked Estep 
Score: -25392840.000000 Penalty: 6014.767578
	Iteration 25Q: 3 clusters Score -2.539284e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 178346 members 
Entering Unmasked Estep 
Score: -25392870.000000 Penalty: 6014.767578
	Iteration 26Q: 3 clusters Score -2.539287e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 179074 members 
Entering Unmasked Estep 
Score: -25392922.000000 Penalty: 6014.767578
	Iteration 27Q: 3 clusters Score -2.539292e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 179709 members 
Entering Unmasked Estep 
Score: -25392964.000000 Penalty: 6014.767578
	Iteration 28Q: 3 clusters Score -2.539296e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 180227 members 
Entering Unmasked Estep 
Score: -25392928.000000 Penalty: 6014.767578
	Iteration 29Q: 3 clusters Score -2.539293e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 180666 members 
Entering Unmasked Estep 
Score: -25392918.000000 Penalty: 6014.767578
	Iteration 30Q: 3 clusters Score -2.539292e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 181060 members 
Entering Unmasked Estep 
Score: -25393002.000000 Penalty: 6014.767578
	Iteration 31Q: 3 clusters Score -2.5393e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 181394 members 
Entering Unmasked Estep 
Score: -25393018.000000 Penalty: 6014.767578
	Iteration 32Q: 3 clusters Score -2.539302e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 181688 members 
Entering Unmasked Estep 
Score: -25393002.000000 Penalty: 6014.767578
	Iteration 33Q: 3 clusters Score -2.5393e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 181925 members 
Entering Unmasked Estep 
Score: -25393000.000000 Penalty: 6014.767578
	Iteration 34Q: 3 clusters Score -2.5393e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 182121 members 
Entering Unmasked Estep 
Score: -25393034.000000 Penalty: 6014.767578
	Iteration 35Q: 3 clusters Score -2.539303e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 182292 members 
Entering Unmasked Estep 
Score: -25393040.000000 Penalty: 6014.767578
	Iteration 36Q: 3 clusters Score -2.539304e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 182442 members 
Entering Unmasked Estep 
Score: -25392982.000000 Penalty: 6014.767578
	Iteration 37Q: 3 clusters Score -2.539298e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 182567 members 
Entering Unmasked Estep 
Score: -25393000.000000 Penalty: 6014.767578
	Iteration 38Q: 3 clusters Score -2.5393e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 182664 members 
Entering Unmasked Estep 
Score: -25392948.000000 Penalty: 6014.767578
	Iteration 39Q: 3 clusters Score -2.539295e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 182755 members 
Entering Unmasked Estep 
Score: -25392960.000000 Penalty: 6014.767578
	Iteration 40F: 3 clusters Score -2.539296e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 182821 members 
Entering Unmasked Estep 
Score: -25392952.000000 Penalty: 6014.767578
	Iteration 41Q: 3 clusters Score -2.539295e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 182885 members 
Entering Unmasked Estep 
Score: -25392970.000000 Penalty: 6014.767578
	Iteration 42Q: 3 clusters Score -2.539297e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 182939 members 
Entering Unmasked Estep 
Score: -25392950.000000 Penalty: 6014.767578
	Iteration 43Q: 3 clusters Score -2.539295e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 182977 members 
Entering Unmasked Estep 
Score: -25392988.000000 Penalty: 6014.767578
	Iteration 44Q: 3 clusters Score -2.539299e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 183016 members 
Entering Unmasked Estep 
Score: -25392956.000000 Penalty: 6014.767578
	Iteration 45Q: 3 clusters Score -2.539296e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 183061 members 
Entering Unmasked Estep 
Score: -25392984.000000 Penalty: 6014.767578
	Iteration 46Q: 3 clusters Score -2.539298e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 183095 members 
Entering Unmasked Estep 
Score: -25392996.000000 Penalty: 6014.767578
	Iteration 47Q: 3 clusters Score -2.5393e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 183123 members 
Entering Unmasked Estep 
Score: -25393016.000000 Penalty: 6014.767578
	Iteration 48Q: 3 clusters Score -2.539302e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 183148 members 
Entering Unmasked Estep 
Score: -25393028.000000 Penalty: 6014.767578
	Iteration 49Q: 3 clusters Score -2.539303e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 183172 members 
Entering Unmasked Estep 
Score: -25393042.000000 Penalty: 6014.767578
	Iteration 50Q: 3 clusters Score -2.539304e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 183196 members 
Entering Unmasked Estep 
Score: -25393010.000000 Penalty: 6014.767578
	Iteration 51Q: 3 clusters Score -2.539301e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 183212 members 
Entering Unmasked Estep 
Score: -25393026.000000 Penalty: 6014.767578
	Iteration 52Q: 3 clusters Score -2.539303e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 183228 members 
Entering Unmasked Estep 
Score: -25392996.000000 Penalty: 6014.767578
	Iteration 53Q: 3 clusters Score -2.5393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 183239 members 
Entering Unmasked Estep 
Score: -25393004.000000 Penalty: 6014.767578
	Iteration 54Q: 3 clusters Score -2.5393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 183246 members 
Entering Unmasked Estep 
Score: -25393004.000000 Penalty: 6014.767578
	Iteration 55Q: 3 clusters Score -2.5393e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 183252 members 
Entering Unmasked Estep 
Score: -25393016.000000 Penalty: 6014.767578
	Iteration 56Q: 3 clusters Score -2.539302e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 183265 members 
Entering Unmasked Estep 
Score: -25393016.000000 Penalty: 6014.767578
	Iteration 57Q: 3 clusters Score -2.539302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 183275 members 
Entering Unmasked Estep 
Score: -25393024.000000 Penalty: 6014.767578
	Iteration 58Q: 3 clusters Score -2.539302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 183287 members 
Entering Unmasked Estep 
Score: -25393028.000000 Penalty: 6014.767578
	Iteration 59Q: 3 clusters Score -2.539303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 183290 members 
Entering Unmasked Estep 
Score: -25393016.000000 Penalty: 6014.767578
	Iteration 60F: 3 clusters Score -2.539302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 183300 members 
Entering Unmasked Estep 
Score: -25393014.000000 Penalty: 6014.767578
	Iteration 61Q: 3 clusters Score -2.539301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 183310 members 
Entering Unmasked Estep 
Score: -25393018.000000 Penalty: 6014.767578
	Iteration 62Q: 3 clusters Score -2.539302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 183316 members 
Entering Unmasked Estep 
Score: -25393008.000000 Penalty: 6014.767578
	Iteration 63Q: 3 clusters Score -2.539301e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 183324 members 
Entering Unmasked Estep 
Score: -25393022.000000 Penalty: 6014.767578
	Iteration 64Q: 3 clusters Score -2.539302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 183334 members 
Entering Unmasked Estep 
Score: -25393040.000000 Penalty: 6014.767578
	Iteration 65Q: 3 clusters Score -2.539304e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 183343 members 
Entering Unmasked Estep 
Score: -25393042.000000 Penalty: 6014.767578
	Iteration 66Q: 3 clusters Score -2.539304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 183348 members 
Entering Unmasked Estep 
Score: -25393026.000000 Penalty: 6014.767578
	Iteration 67Q: 3 clusters Score -2.539303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 183354 members 
Entering Unmasked Estep 
Score: -25393032.000000 Penalty: 6014.767578
	Iteration 68Q: 3 clusters Score -2.539303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 183355 members 
Entering Unmasked Estep 
Score: -25393024.000000 Penalty: 6014.767578
	Iteration 69Q: 3 clusters Score -2.539302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 183365 members 
Entering Unmasked Estep 
Score: -25393036.000000 Penalty: 6014.767578
	Iteration 70Q: 3 clusters Score -2.539304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 183369 members 
Entering Unmasked Estep 
Score: -25393030.000000 Penalty: 6014.767578
	Iteration 71Q: 3 clusters Score -2.539303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 183369 members 
Entering Unmasked Estep 
Score: -25393012.000000 Penalty: 6014.767578
	Iteration 72Q: 3 clusters Score -2.539301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 183370 members 
Entering Unmasked Estep 
Score: -25393016.000000 Penalty: 6014.767578
	Iteration 73Q: 3 clusters Score -2.539302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 183368 members 
Entering Unmasked Estep 
Score: -25393018.000000 Penalty: 6014.767578
	Iteration 74Q: 3 clusters Score -2.539302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 183366 members 
Entering Unmasked Estep 
Score: -25393024.000000 Penalty: 6014.767578
	Iteration 75Q: 3 clusters Score -2.539302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 183366 members 
Entering Unmasked Estep 
Score: -25393024.000000 Penalty: 6014.767578
	Iteration 76F: 3 clusters Score -2.539302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (159919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159919 members 
Entering Unmasked Estep 
Score: -21945354.000000 Penalty: 2971.640869
	Iteration 0F: 2 clusters Score -2.194535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80157 members 
Mstep: Class 2 contains 79762 members 
Entering Unmasked Estep 
Score: -21839666.000000 Penalty: 5943.281738
	Iteration 0F: 3 clusters Score -2.183967e+07 nChanged 76496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83823 members 
Mstep: Class 2 contains 76096 members 
Entering Unmasked Estep 
Score: -21884660.000000 Penalty: 5943.281738
	Iteration 1F: 3 clusters Score -2.188466e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85937 members 
Mstep: Class 2 contains 73982 members 
Entering Unmasked Estep 
Score: -21886266.000000 Penalty: 5943.281738
	Iteration 2Q: 3 clusters Score -2.188627e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89223 members 
Mstep: Class 2 contains 70696 members 
Entering Unmasked Estep 
Score: -21888186.000000 Penalty: 5943.281738
	Iteration 3Q: 3 clusters Score -2.188819e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94108 members 
Mstep: Class 2 contains 65811 members 
Entering Unmasked Estep 
Score: -21891338.000000 Penalty: 5943.281738
	Iteration 4Q: 3 clusters Score -2.189134e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101135 members 
Mstep: Class 2 contains 58784 members 
Entering Unmasked Estep 
Score: -21896246.000000 Penalty: 5943.281738
	Iteration 5F: 3 clusters Score -2.189625e+07 nChanged 10523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110608 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -21904202.000000 Penalty: 5943.281738
	Iteration 6F: 3 clusters Score -2.19042e+07 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121737 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -21914842.000000 Penalty: 5943.281738
	Iteration 7F: 3 clusters Score -2.191484e+07 nChanged 11003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132096 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -21925488.000000 Penalty: 5943.281738
	Iteration 8F: 3 clusters Score -2.192549e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139703 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -21932866.000000 Penalty: 5943.281738
	Iteration 9F: 3 clusters Score -2.193287e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144767 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -21937430.000000 Penalty: 5943.281738
	Iteration 10Q: 3 clusters Score -2.193743e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148091 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -21939976.000000 Penalty: 5943.281738
	Iteration 11Q: 3 clusters Score -2.193998e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150227 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -21941408.000000 Penalty: 5943.281738
	Iteration 12Q: 3 clusters Score -2.194141e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151734 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -21942286.000000 Penalty: 5943.281738
	Iteration 13Q: 3 clusters Score -2.194229e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152768 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -21942858.000000 Penalty: 5943.281738
	Iteration 14Q: 3 clusters Score -2.194286e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153543 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -21943358.000000 Penalty: 5943.281738
	Iteration 15Q: 3 clusters Score -2.194336e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154138 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -21943634.000000 Penalty: 5943.281738
	Iteration 16Q: 3 clusters Score -2.194363e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154597 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -21943790.000000 Penalty: 5943.281738
	Iteration 17Q: 3 clusters Score -2.194379e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154917 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -21943996.000000 Penalty: 5943.281738
	Iteration 18Q: 3 clusters Score -2.1944e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155155 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -21944132.000000 Penalty: 5943.281738
	Iteration 19Q: 3 clusters Score -2.194413e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155349 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -21944250.000000 Penalty: 5943.281738
	Iteration 20F: 3 clusters Score -2.194425e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155458 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -21944316.000000 Penalty: 5943.281738
	Iteration 21Q: 3 clusters Score -2.194432e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155546 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -21944428.000000 Penalty: 5943.281738
	Iteration 22Q: 3 clusters Score -2.194443e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155606 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -21944528.000000 Penalty: 5943.281738
	Iteration 23Q: 3 clusters Score -2.194453e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155675 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -21944582.000000 Penalty: 5943.281738
	Iteration 24Q: 3 clusters Score -2.194458e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155741 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -21944610.000000 Penalty: 5943.281738
	Iteration 25Q: 3 clusters Score -2.194461e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155806 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -21944608.000000 Penalty: 5943.281738
	Iteration 26Q: 3 clusters Score -2.194461e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155859 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -21944618.000000 Penalty: 5943.281738
	Iteration 27Q: 3 clusters Score -2.194462e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155911 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -21944650.000000 Penalty: 5943.281738
	Iteration 28Q: 3 clusters Score -2.194465e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155956 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -21944706.000000 Penalty: 5943.281738
	Iteration 29Q: 3 clusters Score -2.194471e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155993 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -21944718.000000 Penalty: 5943.281738
	Iteration 30Q: 3 clusters Score -2.194472e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156016 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -21944742.000000 Penalty: 5943.281738
	Iteration 31Q: 3 clusters Score -2.194474e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156042 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -21944750.000000 Penalty: 5943.281738
	Iteration 32Q: 3 clusters Score -2.194475e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156079 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -21944732.000000 Penalty: 5943.281738
	Iteration 33Q: 3 clusters Score -2.194473e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156099 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -21944732.000000 Penalty: 5943.281738
	Iteration 34Q: 3 clusters Score -2.194473e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156128 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -21944726.000000 Penalty: 5943.281738
	Iteration 35Q: 3 clusters Score -2.194473e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156152 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -21944740.000000 Penalty: 5943.281738
	Iteration 36Q: 3 clusters Score -2.194474e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156172 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -21944712.000000 Penalty: 5943.281738
	Iteration 37Q: 3 clusters Score -2.194471e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156191 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -21944690.000000 Penalty: 5943.281738
	Iteration 38Q: 3 clusters Score -2.194469e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156212 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -21944700.000000 Penalty: 5943.281738
	Iteration 39Q: 3 clusters Score -2.19447e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156225 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -21944732.000000 Penalty: 5943.281738
	Iteration 40F: 3 clusters Score -2.194473e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156236 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -21944726.000000 Penalty: 5943.281738
	Iteration 41Q: 3 clusters Score -2.194473e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156254 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -21944728.000000 Penalty: 5943.281738
	Iteration 42Q: 3 clusters Score -2.194473e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156270 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -21944732.000000 Penalty: 5943.281738
	Iteration 43Q: 3 clusters Score -2.194473e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156283 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -21944748.000000 Penalty: 5943.281738
	Iteration 44Q: 3 clusters Score -2.194475e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156293 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -21944754.000000 Penalty: 5943.281738
	Iteration 45Q: 3 clusters Score -2.194475e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156308 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -21944760.000000 Penalty: 5943.281738
	Iteration 46Q: 3 clusters Score -2.194476e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156318 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -21944746.000000 Penalty: 5943.281738
	Iteration 47Q: 3 clusters Score -2.194475e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156321 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -21944742.000000 Penalty: 5943.281738
	Iteration 48Q: 3 clusters Score -2.194474e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156334 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -21944750.000000 Penalty: 5943.281738
	Iteration 49Q: 3 clusters Score -2.194475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156341 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -21944766.000000 Penalty: 5943.281738
	Iteration 50Q: 3 clusters Score -2.194477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156345 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -21944760.000000 Penalty: 5943.281738
	Iteration 51Q: 3 clusters Score -2.194476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156344 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -21944758.000000 Penalty: 5943.281738
	Iteration 52Q: 3 clusters Score -2.194476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156343 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -21944756.000000 Penalty: 5943.281738
	Iteration 53Q: 3 clusters Score -2.194476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156342 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -21944754.000000 Penalty: 5943.281738
	Iteration 54Q: 3 clusters Score -2.194475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156342 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -21944748.000000 Penalty: 5943.281738
	Iteration 55Q: 3 clusters Score -2.194475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156338 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -21944744.000000 Penalty: 5943.281738
	Iteration 56Q: 3 clusters Score -2.194474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156338 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -21944746.000000 Penalty: 5943.281738
	Iteration 57Q: 3 clusters Score -2.194475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156341 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -21944744.000000 Penalty: 5943.281738
	Iteration 58Q: 3 clusters Score -2.194474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156342 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -21944746.000000 Penalty: 5943.281738
	Iteration 59Q: 3 clusters Score -2.194475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156342 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -21944746.000000 Penalty: 5943.281738
	Iteration 60F: 3 clusters Score -2.194475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -2904321.250000 Penalty: 2473.977539
	Iteration 0F: 2 clusters Score -2904321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2889342.250000 Penalty: 4947.955078
	Iteration 0F: 3 clusters Score -2889342 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2894336.000000 Penalty: 4947.955078
	Iteration 1F: 3 clusters Score -2894336 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2894666.000000 Penalty: 4947.955078
	Iteration 2Q: 3 clusters Score -2894666 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2894908.500000 Penalty: 4947.955078
	Iteration 3Q: 3 clusters Score -2894908 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2895076.000000 Penalty: 4947.955078
	Iteration 4Q: 3 clusters Score -2895076 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2895248.250000 Penalty: 4947.955078
	Iteration 5Q: 3 clusters Score -2895248 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2895371.000000 Penalty: 4947.955078
	Iteration 6Q: 3 clusters Score -2895371 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2895520.750000 Penalty: 4947.955078
	Iteration 7Q: 3 clusters Score -2895521 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2895692.500000 Penalty: 4947.955078
	Iteration 8Q: 3 clusters Score -2895692 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2895933.000000 Penalty: 4947.955078
	Iteration 9Q: 3 clusters Score -2895933 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2896198.750000 Penalty: 4947.955078
	Iteration 10Q: 3 clusters Score -2896199 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2896565.250000 Penalty: 4947.955078
	Iteration 11Q: 3 clusters Score -2896565 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2897111.000000 Penalty: 4947.955078
	Iteration 12Q: 3 clusters Score -2897111 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2897796.250000 Penalty: 4947.955078
	Iteration 13F: 3 clusters Score -2897796 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2898712.250000 Penalty: 4947.955078
	Iteration 14F: 3 clusters Score -2898712 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2899701.750000 Penalty: 4947.955078
	Iteration 15F: 3 clusters Score -2899702 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2900569.750000 Penalty: 4947.955078
	Iteration 16Q: 3 clusters Score -2900570 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2901193.500000 Penalty: 4947.955078
	Iteration 17Q: 3 clusters Score -2901194 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2901558.500000 Penalty: 4947.955078
	Iteration 18Q: 3 clusters Score -2901558 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -2901805.750000 Penalty: 4947.955078
	Iteration 19Q: 3 clusters Score -2901806 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -2901939.250000 Penalty: 4947.955078
	Iteration 20F: 3 clusters Score -2901939 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -2902015.500000 Penalty: 4947.955078
	Iteration 21Q: 3 clusters Score -2902016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2902065.500000 Penalty: 4947.955078
	Iteration 22Q: 3 clusters Score -2902066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2902090.250000 Penalty: 4947.955078
	Iteration 23Q: 3 clusters Score -2902090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -2902103.500000 Penalty: 4947.955078
	Iteration 24Q: 3 clusters Score -2902104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -2902120.000000 Penalty: 4947.955078
	Iteration 25Q: 3 clusters Score -2902120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -2902132.750000 Penalty: 4947.955078
	Iteration 26Q: 3 clusters Score -2902133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -2902145.750000 Penalty: 4947.955078
	Iteration 27Q: 3 clusters Score -2902146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -2902156.000000 Penalty: 4947.955078
	Iteration 28Q: 3 clusters Score -2902156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -2902164.250000 Penalty: 4947.955078
	Iteration 29Q: 3 clusters Score -2902164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -2902169.750000 Penalty: 4947.955078
	Iteration 30Q: 3 clusters Score -2902170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -2902171.250000 Penalty: 4947.955078
	Iteration 31Q: 3 clusters Score -2902171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -2902174.500000 Penalty: 4947.955078
	Iteration 32Q: 3 clusters Score -2902174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2902178.500000 Penalty: 4947.955078
	Iteration 33Q: 3 clusters Score -2902178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -2902185.000000 Penalty: 4947.955078
	Iteration 34Q: 3 clusters Score -2902185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -2902187.250000 Penalty: 4947.955078
	Iteration 35Q: 3 clusters Score -2902187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -2902187.250000 Penalty: 4947.955078
	Iteration 36F: 3 clusters Score -2902187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (226503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226503 members 
Entering Unmasked Estep 
Score: -30974650.000000 Penalty: 3057.967285
	Iteration 0F: 2 clusters Score -3.097465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113421 members 
Mstep: Class 2 contains 113082 members 
Entering Unmasked Estep 
Score: -30842464.000000 Penalty: 6115.934570
	Iteration 0F: 3 clusters Score -3.084246e+07 nChanged 109239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117576 members 
Mstep: Class 2 contains 108927 members 
Entering Unmasked Estep 
Score: -30905848.000000 Penalty: 6115.934570
	Iteration 1F: 3 clusters Score -3.090585e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120689 members 
Mstep: Class 2 contains 105814 members 
Entering Unmasked Estep 
Score: -30907216.000000 Penalty: 6115.934570
	Iteration 2Q: 3 clusters Score -3.090722e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125535 members 
Mstep: Class 2 contains 100968 members 
Entering Unmasked Estep 
Score: -30908992.000000 Penalty: 6115.934570
	Iteration 3Q: 3 clusters Score -3.090899e+07 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133008 members 
Mstep: Class 2 contains 93495 members 
Entering Unmasked Estep 
Score: -30912196.000000 Penalty: 6115.934570
	Iteration 4Q: 3 clusters Score -3.09122e+07 nChanged 11671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144001 members 
Mstep: Class 2 contains 82502 members 
Entering Unmasked Estep 
Score: -30917840.000000 Penalty: 6115.934570
	Iteration 5F: 3 clusters Score -3.091784e+07 nChanged 15867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159586 members 
Mstep: Class 2 contains 66917 members 
Entering Unmasked Estep 
Score: -30927930.000000 Penalty: 6115.934570
	Iteration 6F: 3 clusters Score -3.092793e+07 nChanged 19053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178391 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -30941448.000000 Penalty: 6115.934570
	Iteration 7F: 3 clusters Score -3.094145e+07 nChanged 17868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195947 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -30952868.000000 Penalty: 6115.934570
	Iteration 8F: 3 clusters Score -3.095287e+07 nChanged 12598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208231 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -30960776.000000 Penalty: 6115.934570
	Iteration 9F: 3 clusters Score -3.096078e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214772 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -30965498.000000 Penalty: 6115.934570
	Iteration 10Q: 3 clusters Score -3.09655e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218016 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -30968126.000000 Penalty: 6115.934570
	Iteration 11Q: 3 clusters Score -3.096813e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219638 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -30969500.000000 Penalty: 6115.934570
	Iteration 12Q: 3 clusters Score -3.09695e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220515 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -30970234.000000 Penalty: 6115.934570
	Iteration 13Q: 3 clusters Score -3.097023e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221076 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -30970496.000000 Penalty: 6115.934570
	Iteration 14Q: 3 clusters Score -3.09705e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221499 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -30970630.000000 Penalty: 6115.934570
	Iteration 15Q: 3 clusters Score -3.097063e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221831 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -30970848.000000 Penalty: 6115.934570
	Iteration 16Q: 3 clusters Score -3.097085e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222108 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -30971058.000000 Penalty: 6115.934570
	Iteration 17Q: 3 clusters Score -3.097106e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222362 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -30971200.000000 Penalty: 6115.934570
	Iteration 18Q: 3 clusters Score -3.09712e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222554 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -30971304.000000 Penalty: 6115.934570
	Iteration 19Q: 3 clusters Score -3.09713e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222727 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -30971456.000000 Penalty: 6115.934570
	Iteration 20F: 3 clusters Score -3.097146e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222866 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -30971538.000000 Penalty: 6115.934570
	Iteration 21Q: 3 clusters Score -3.097154e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222977 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -30971572.000000 Penalty: 6115.934570
	Iteration 22Q: 3 clusters Score -3.097157e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223075 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -30971602.000000 Penalty: 6115.934570
	Iteration 23Q: 3 clusters Score -3.09716e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223161 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -30971644.000000 Penalty: 6115.934570
	Iteration 24Q: 3 clusters Score -3.097164e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223235 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -30971684.000000 Penalty: 6115.934570
	Iteration 25Q: 3 clusters Score -3.097168e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223299 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -30971736.000000 Penalty: 6115.934570
	Iteration 26Q: 3 clusters Score -3.097174e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223353 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -30971752.000000 Penalty: 6115.934570
	Iteration 27Q: 3 clusters Score -3.097175e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223403 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -30971764.000000 Penalty: 6115.934570
	Iteration 28Q: 3 clusters Score -3.097176e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223440 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -30971778.000000 Penalty: 6115.934570
	Iteration 29Q: 3 clusters Score -3.097178e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223470 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -30971796.000000 Penalty: 6115.934570
	Iteration 30Q: 3 clusters Score -3.09718e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223493 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -30971792.000000 Penalty: 6115.934570
	Iteration 31Q: 3 clusters Score -3.097179e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223511 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -30971796.000000 Penalty: 6115.934570
	Iteration 32Q: 3 clusters Score -3.09718e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223540 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -30971784.000000 Penalty: 6115.934570
	Iteration 33Q: 3 clusters Score -3.097178e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223563 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -30971774.000000 Penalty: 6115.934570
	Iteration 34Q: 3 clusters Score -3.097177e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223589 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -30971768.000000 Penalty: 6115.934570
	Iteration 35Q: 3 clusters Score -3.097177e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223617 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -30971822.000000 Penalty: 6115.934570
	Iteration 36Q: 3 clusters Score -3.097182e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223640 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -30971838.000000 Penalty: 6115.934570
	Iteration 37Q: 3 clusters Score -3.097184e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223666 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -30971826.000000 Penalty: 6115.934570
	Iteration 38Q: 3 clusters Score -3.097183e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223691 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -30971808.000000 Penalty: 6115.934570
	Iteration 39Q: 3 clusters Score -3.097181e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223721 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -30971816.000000 Penalty: 6115.934570
	Iteration 40F: 3 clusters Score -3.097182e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223750 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -30971838.000000 Penalty: 6115.934570
	Iteration 41Q: 3 clusters Score -3.097184e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223773 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -30971858.000000 Penalty: 6115.934570
	Iteration 42Q: 3 clusters Score -3.097186e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223790 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -30971862.000000 Penalty: 6115.934570
	Iteration 43Q: 3 clusters Score -3.097186e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223812 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -30971894.000000 Penalty: 6115.934570
	Iteration 44Q: 3 clusters Score -3.097189e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223826 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -30971890.000000 Penalty: 6115.934570
	Iteration 45Q: 3 clusters Score -3.097189e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223842 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -30971886.000000 Penalty: 6115.934570
	Iteration 46Q: 3 clusters Score -3.097189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223855 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -30971902.000000 Penalty: 6115.934570
	Iteration 47Q: 3 clusters Score -3.09719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223865 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -30971892.000000 Penalty: 6115.934570
	Iteration 48Q: 3 clusters Score -3.097189e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223877 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -30971888.000000 Penalty: 6115.934570
	Iteration 49Q: 3 clusters Score -3.097189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223892 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -30971868.000000 Penalty: 6115.934570
	Iteration 50Q: 3 clusters Score -3.097187e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223903 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -30971880.000000 Penalty: 6115.934570
	Iteration 51Q: 3 clusters Score -3.097188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223912 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -30971870.000000 Penalty: 6115.934570
	Iteration 52Q: 3 clusters Score -3.097187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223919 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -30971854.000000 Penalty: 6115.934570
	Iteration 53Q: 3 clusters Score -3.097185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223923 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -30971872.000000 Penalty: 6115.934570
	Iteration 54Q: 3 clusters Score -3.097187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223928 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -30971890.000000 Penalty: 6115.934570
	Iteration 55Q: 3 clusters Score -3.097189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223933 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -30971890.000000 Penalty: 6115.934570
	Iteration 56Q: 3 clusters Score -3.097189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223938 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -30971900.000000 Penalty: 6115.934570
	Iteration 57Q: 3 clusters Score -3.09719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223941 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -30971890.000000 Penalty: 6115.934570
	Iteration 58Q: 3 clusters Score -3.097189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223942 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -30971870.000000 Penalty: 6115.934570
	Iteration 59Q: 3 clusters Score -3.097187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223943 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -30971876.000000 Penalty: 6115.934570
	Iteration 60F: 3 clusters Score -3.097188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Entering Unmasked Estep 
Score: -368965.343750 Penalty: 1992.588379
	Iteration 0F: 2 clusters Score -368965.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -366153.593750 Penalty: 3985.176758
	Iteration 0F: 3 clusters Score -366153.6 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -370780.062500 Penalty: 3985.176758
	Iteration 1F: 3 clusters Score -370780.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -374284.125000 Penalty: 3985.176758
	Iteration 2F: 3 clusters Score -374284.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -376606.343750 Penalty: 3985.176758
	Iteration 3F: 3 clusters Score -376606.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -378263.437500 Penalty: 3985.176758
	Iteration 4Q: 3 clusters Score -378263.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -378399.218750 Penalty: 3985.176758
	Iteration 5Q: 3 clusters Score -378399.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -378403.187500 Penalty: 3985.176758
	Iteration 6Q: 3 clusters Score -378403.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -378403.187500 Penalty: 3985.176758
	Iteration 7F: 3 clusters Score -378403.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 76124 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 68220 members 
Mstep: Class 5 contains 20276 members 
Mstep: Class 7 contains 5571 members 
Mstep: Class 9 contains 184711 members 
Mstep: Class 11 contains 159919 members 
Mstep: Class 12 contains 21498 members 
Mstep: Class 13 contains 226503 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 16 contains 61072 members 
Mstep: Class 17 contains 24648 members 
Entering Unmasked Estep 
Score: -116032248.000000 Penalty: 44048.285156
Splitting cluster 14 changes total score from -116023760.000000 to -116032248.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 16 (61072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61072 members 
Entering Unmasked Estep 
Score: -8467473.000000 Penalty: 2732.912598
	Iteration 0F: 2 clusters Score -8467473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -8426562.000000 Penalty: 5465.825195
	Iteration 0F: 3 clusters Score -8426562 nChanged 28449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -8442428.000000 Penalty: 5465.825195
	Iteration 1F: 3 clusters Score -8442428 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -8443082.000000 Penalty: 5465.825195
	Iteration 2Q: 3 clusters Score -8443082 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -8443743.000000 Penalty: 5465.825195
	Iteration 3Q: 3 clusters Score -8443743 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -8444502.000000 Penalty: 5465.825195
	Iteration 4Q: 3 clusters Score -8444502 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -8445587.000000 Penalty: 5465.825195
	Iteration 5Q: 3 clusters Score -8445587 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -8446963.000000 Penalty: 5465.825195
	Iteration 6Q: 3 clusters Score -8446963 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -8449038.000000 Penalty: 5465.825195
	Iteration 7F: 3 clusters Score -8449038 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -8451998.000000 Penalty: 5465.825195
	Iteration 8F: 3 clusters Score -8451998 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -8455313.000000 Penalty: 5465.825195
	Iteration 9F: 3 clusters Score -8455313 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -8457643.000000 Penalty: 5465.825195
	Iteration 10F: 3 clusters Score -8457643 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -8458872.000000 Penalty: 5465.825195
	Iteration 11Q: 3 clusters Score -8458872 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -8459333.000000 Penalty: 5465.825195
	Iteration 12Q: 3 clusters Score -8459333 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -8459553.000000 Penalty: 5465.825195
	Iteration 13Q: 3 clusters Score -8459553 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -8459637.000000 Penalty: 5465.825195
	Iteration 14Q: 3 clusters Score -8459637 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -8459776.000000 Penalty: 5465.825195
	Iteration 15Q: 3 clusters Score -8459776 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -8459861.000000 Penalty: 5465.825195
	Iteration 16Q: 3 clusters Score -8459861 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -8459915.000000 Penalty: 5465.825195
	Iteration 17Q: 3 clusters Score -8459915 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -8459948.000000 Penalty: 5465.825195
	Iteration 18Q: 3 clusters Score -8459948 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -8459986.000000 Penalty: 5465.825195
	Iteration 19Q: 3 clusters Score -8459986 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -8460029.000000 Penalty: 5465.825195
	Iteration 20F: 3 clusters Score -8460029 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -8460069.000000 Penalty: 5465.825195
	Iteration 21Q: 3 clusters Score -8460069 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -8460124.000000 Penalty: 5465.825195
	Iteration 22Q: 3 clusters Score -8460124 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -8460173.000000 Penalty: 5465.825195
	Iteration 23Q: 3 clusters Score -8460173 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -8460242.000000 Penalty: 5465.825195
	Iteration 24Q: 3 clusters Score -8460242 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -8460300.000000 Penalty: 5465.825195
	Iteration 25Q: 3 clusters Score -8460300 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -8460313.000000 Penalty: 5465.825195
	Iteration 26Q: 3 clusters Score -8460313 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -8460345.000000 Penalty: 5465.825195
	Iteration 27Q: 3 clusters Score -8460345 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -8460402.000000 Penalty: 5465.825195
	Iteration 28Q: 3 clusters Score -8460402 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -8460449.000000 Penalty: 5465.825195
	Iteration 29Q: 3 clusters Score -8460449 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -8460470.000000 Penalty: 5465.825195
	Iteration 30Q: 3 clusters Score -8460470 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -8460530.000000 Penalty: 5465.825195
	Iteration 31Q: 3 clusters Score -8460530 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -8460555.000000 Penalty: 5465.825195
	Iteration 32Q: 3 clusters Score -8460555 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -8460612.000000 Penalty: 5465.825195
	Iteration 33Q: 3 clusters Score -8460612 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -8460692.000000 Penalty: 5465.825195
	Iteration 34Q: 3 clusters Score -8460692 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -8460713.000000 Penalty: 5465.825195
	Iteration 35Q: 3 clusters Score -8460713 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -8460782.000000 Penalty: 5465.825195
	Iteration 36Q: 3 clusters Score -8460782 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -8460869.000000 Penalty: 5465.825195
	Iteration 37Q: 3 clusters Score -8460869 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -8460911.000000 Penalty: 5465.825195
	Iteration 38Q: 3 clusters Score -8460911 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -8460958.000000 Penalty: 5465.825195
	Iteration 39Q: 3 clusters Score -8460958 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -8461060.000000 Penalty: 5465.825195
	Iteration 40F: 3 clusters Score -8461060 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -8461126.000000 Penalty: 5465.825195
	Iteration 41Q: 3 clusters Score -8461126 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -8461181.000000 Penalty: 5465.825195
	Iteration 42Q: 3 clusters Score -8461181 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -8461260.000000 Penalty: 5465.825195
	Iteration 43Q: 3 clusters Score -8461260 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -8461289.000000 Penalty: 5465.825195
	Iteration 44Q: 3 clusters Score -8461289 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -8461391.000000 Penalty: 5465.825195
	Iteration 45Q: 3 clusters Score -8461391 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -8461492.000000 Penalty: 5465.825195
	Iteration 46Q: 3 clusters Score -8461492 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -8461609.000000 Penalty: 5465.825195
	Iteration 47Q: 3 clusters Score -8461609 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -8461702.000000 Penalty: 5465.825195
	Iteration 48Q: 3 clusters Score -8461702 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -8461804.000000 Penalty: 5465.825195
	Iteration 49Q: 3 clusters Score -8461804 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -8461883.000000 Penalty: 5465.825195
	Iteration 50Q: 3 clusters Score -8461883 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -8462005.000000 Penalty: 5465.825195
	Iteration 51Q: 3 clusters Score -8462005 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -8462100.000000 Penalty: 5465.825195
	Iteration 52Q: 3 clusters Score -8462100 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -8462276.000000 Penalty: 5465.825195
	Iteration 53Q: 3 clusters Score -8462276 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -8462465.000000 Penalty: 5465.825195
	Iteration 54Q: 3 clusters Score -8462465 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -8462642.000000 Penalty: 5465.825195
	Iteration 55Q: 3 clusters Score -8462642 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -8462812.000000 Penalty: 5465.825195
	Iteration 56Q: 3 clusters Score -8462812 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -8463115.000000 Penalty: 5465.825195
	Iteration 57Q: 3 clusters Score -8463115 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -8463459.000000 Penalty: 5465.825195
	Iteration 58Q: 3 clusters Score -8463459 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -8463852.000000 Penalty: 5465.825195
	Iteration 59Q: 3 clusters Score -8463852 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -8464321.000000 Penalty: 5465.825195
	Iteration 60F: 3 clusters Score -8464321 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -8464648.000000 Penalty: 5465.825195
	Iteration 61Q: 3 clusters Score -8464648 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -8464920.000000 Penalty: 5465.825195
	Iteration 62Q: 3 clusters Score -8464920 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51487 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -8465067.000000 Penalty: 5465.825195
	Iteration 63Q: 3 clusters Score -8465067 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -8465155.000000 Penalty: 5465.825195
	Iteration 64Q: 3 clusters Score -8465155 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -8465178.000000 Penalty: 5465.825195
	Iteration 65Q: 3 clusters Score -8465178 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -8465196.000000 Penalty: 5465.825195
	Iteration 66Q: 3 clusters Score -8465196 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -8465213.000000 Penalty: 5465.825195
	Iteration 67Q: 3 clusters Score -8465213 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -8465217.000000 Penalty: 5465.825195
	Iteration 68Q: 3 clusters Score -8465217 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52421 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -8465250.000000 Penalty: 5465.825195
	Iteration 69Q: 3 clusters Score -8465250 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -8465252.000000 Penalty: 5465.825195
	Iteration 70Q: 3 clusters Score -8465252 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -8465281.000000 Penalty: 5465.825195
	Iteration 71Q: 3 clusters Score -8465281 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -8465267.000000 Penalty: 5465.825195
	Iteration 72Q: 3 clusters Score -8465267 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -8465255.000000 Penalty: 5465.825195
	Iteration 73Q: 3 clusters Score -8465255 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -8465242.000000 Penalty: 5465.825195
	Iteration 74Q: 3 clusters Score -8465242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -8465258.000000 Penalty: 5465.825195
	Iteration 75Q: 3 clusters Score -8465258 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -8465274.000000 Penalty: 5465.825195
	Iteration 76Q: 3 clusters Score -8465274 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52908 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -8465297.000000 Penalty: 5465.825195
	Iteration 77Q: 3 clusters Score -8465297 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52965 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -8465299.000000 Penalty: 5465.825195
	Iteration 78Q: 3 clusters Score -8465299 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -8465296.000000 Penalty: 5465.825195
	Iteration 79Q: 3 clusters Score -8465296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -8465309.000000 Penalty: 5465.825195
	Iteration 80F: 3 clusters Score -8465309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -8465294.000000 Penalty: 5465.825195
	Iteration 81Q: 3 clusters Score -8465294 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -8465300.000000 Penalty: 5465.825195
	Iteration 82Q: 3 clusters Score -8465300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53148 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -8465291.000000 Penalty: 5465.825195
	Iteration 83Q: 3 clusters Score -8465291 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -8465299.000000 Penalty: 5465.825195
	Iteration 84Q: 3 clusters Score -8465299 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -8465295.000000 Penalty: 5465.825195
	Iteration 85Q: 3 clusters Score -8465295 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -8465310.000000 Penalty: 5465.825195
	Iteration 86Q: 3 clusters Score -8465310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -8465322.000000 Penalty: 5465.825195
	Iteration 87Q: 3 clusters Score -8465322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -8465321.000000 Penalty: 5465.825195
	Iteration 88Q: 3 clusters Score -8465321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -8465314.000000 Penalty: 5465.825195
	Iteration 89Q: 3 clusters Score -8465314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -8465318.000000 Penalty: 5465.825195
	Iteration 90Q: 3 clusters Score -8465318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53375 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -8465317.000000 Penalty: 5465.825195
	Iteration 91Q: 3 clusters Score -8465317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53375 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -8465317.000000 Penalty: 5465.825195
	Iteration 92F: 3 clusters Score -8465317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Entering Unmasked Estep 
Score: -3331345.750000 Penalty: 2507.887695
	Iteration 0F: 2 clusters Score -3331346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -3314321.750000 Penalty: 5015.775391
	Iteration 0F: 3 clusters Score -3314322 nChanged 10966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -3320048.250000 Penalty: 5015.775391
	Iteration 1F: 3 clusters Score -3320048 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -3320404.750000 Penalty: 5015.775391
	Iteration 2Q: 3 clusters Score -3320405 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -3320734.750000 Penalty: 5015.775391
	Iteration 3Q: 3 clusters Score -3320735 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -3321059.250000 Penalty: 5015.775391
	Iteration 4Q: 3 clusters Score -3321059 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -3321398.000000 Penalty: 5015.775391
	Iteration 5Q: 3 clusters Score -3321398 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -3321799.250000 Penalty: 5015.775391
	Iteration 6Q: 3 clusters Score -3321799 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3322315.000000 Penalty: 5015.775391
	Iteration 7Q: 3 clusters Score -3322315 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -3322939.250000 Penalty: 5015.775391
	Iteration 8Q: 3 clusters Score -3322939 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3323693.500000 Penalty: 5015.775391
	Iteration 9Q: 3 clusters Score -3323694 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -3324536.000000 Penalty: 5015.775391
	Iteration 10F: 3 clusters Score -3324536 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3325353.000000 Penalty: 5015.775391
	Iteration 11F: 3 clusters Score -3325353 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -3326036.250000 Penalty: 5015.775391
	Iteration 12Q: 3 clusters Score -3326036 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -3326614.000000 Penalty: 5015.775391
	Iteration 13Q: 3 clusters Score -3326614 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -3326969.750000 Penalty: 5015.775391
	Iteration 14Q: 3 clusters Score -3326970 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -3327213.000000 Penalty: 5015.775391
	Iteration 15Q: 3 clusters Score -3327213 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -3327392.500000 Penalty: 5015.775391
	Iteration 16Q: 3 clusters Score -3327392 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -3327530.750000 Penalty: 5015.775391
	Iteration 17Q: 3 clusters Score -3327531 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -3327627.500000 Penalty: 5015.775391
	Iteration 18Q: 3 clusters Score -3327628 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -3327730.000000 Penalty: 5015.775391
	Iteration 19Q: 3 clusters Score -3327730 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -3327824.750000 Penalty: 5015.775391
	Iteration 20F: 3 clusters Score -3327825 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -3327889.250000 Penalty: 5015.775391
	Iteration 21Q: 3 clusters Score -3327889 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -3327949.250000 Penalty: 5015.775391
	Iteration 22Q: 3 clusters Score -3327949 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -3327999.500000 Penalty: 5015.775391
	Iteration 23Q: 3 clusters Score -3328000 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3328050.750000 Penalty: 5015.775391
	Iteration 24Q: 3 clusters Score -3328051 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -3328086.750000 Penalty: 5015.775391
	Iteration 25Q: 3 clusters Score -3328087 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -3328146.000000 Penalty: 5015.775391
	Iteration 26Q: 3 clusters Score -3328146 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -3328178.250000 Penalty: 5015.775391
	Iteration 27Q: 3 clusters Score -3328178 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -3328222.250000 Penalty: 5015.775391
	Iteration 28Q: 3 clusters Score -3328222 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -3328269.500000 Penalty: 5015.775391
	Iteration 29Q: 3 clusters Score -3328270 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -3328321.000000 Penalty: 5015.775391
	Iteration 30Q: 3 clusters Score -3328321 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -3328358.500000 Penalty: 5015.775391
	Iteration 31Q: 3 clusters Score -3328358 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -3328407.500000 Penalty: 5015.775391
	Iteration 32Q: 3 clusters Score -3328408 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -3328434.750000 Penalty: 5015.775391
	Iteration 33Q: 3 clusters Score -3328435 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -3328479.000000 Penalty: 5015.775391
	Iteration 34Q: 3 clusters Score -3328479 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -3328524.500000 Penalty: 5015.775391
	Iteration 35Q: 3 clusters Score -3328524 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -3328552.250000 Penalty: 5015.775391
	Iteration 36Q: 3 clusters Score -3328552 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -3328568.500000 Penalty: 5015.775391
	Iteration 37Q: 3 clusters Score -3328568 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -3328605.250000 Penalty: 5015.775391
	Iteration 38Q: 3 clusters Score -3328605 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -3328627.250000 Penalty: 5015.775391
	Iteration 39Q: 3 clusters Score -3328627 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -3328662.500000 Penalty: 5015.775391
	Iteration 40F: 3 clusters Score -3328662 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -3328686.500000 Penalty: 5015.775391
	Iteration 41Q: 3 clusters Score -3328686 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -3328706.250000 Penalty: 5015.775391
	Iteration 42Q: 3 clusters Score -3328706 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -3328718.500000 Penalty: 5015.775391
	Iteration 43Q: 3 clusters Score -3328718 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -3328738.750000 Penalty: 5015.775391
	Iteration 44Q: 3 clusters Score -3328739 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -3328767.750000 Penalty: 5015.775391
	Iteration 45Q: 3 clusters Score -3328768 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -3328779.250000 Penalty: 5015.775391
	Iteration 46Q: 3 clusters Score -3328779 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -3328791.750000 Penalty: 5015.775391
	Iteration 47Q: 3 clusters Score -3328792 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -3328802.000000 Penalty: 5015.775391
	Iteration 48Q: 3 clusters Score -3328802 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -3328819.000000 Penalty: 5015.775391
	Iteration 49Q: 3 clusters Score -3328819 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -3328834.000000 Penalty: 5015.775391
	Iteration 50Q: 3 clusters Score -3328834 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -3328843.250000 Penalty: 5015.775391
	Iteration 51Q: 3 clusters Score -3328843 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -3328851.250000 Penalty: 5015.775391
	Iteration 52Q: 3 clusters Score -3328851 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -3328867.750000 Penalty: 5015.775391
	Iteration 53Q: 3 clusters Score -3328868 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -3328878.500000 Penalty: 5015.775391
	Iteration 54Q: 3 clusters Score -3328878 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -3328881.750000 Penalty: 5015.775391
	Iteration 55Q: 3 clusters Score -3328882 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -3328893.500000 Penalty: 5015.775391
	Iteration 56Q: 3 clusters Score -3328894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -3328897.250000 Penalty: 5015.775391
	Iteration 57Q: 3 clusters Score -3328897 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -3328912.750000 Penalty: 5015.775391
	Iteration 58Q: 3 clusters Score -3328913 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -3328922.750000 Penalty: 5015.775391
	Iteration 59Q: 3 clusters Score -3328923 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -3328926.250000 Penalty: 5015.775391
	Iteration 60F: 3 clusters Score -3328926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -3328931.750000 Penalty: 5015.775391
	Iteration 61Q: 3 clusters Score -3328932 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -3328941.750000 Penalty: 5015.775391
	Iteration 62Q: 3 clusters Score -3328942 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -3328954.250000 Penalty: 5015.775391
	Iteration 63Q: 3 clusters Score -3328954 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -3328957.000000 Penalty: 5015.775391
	Iteration 64Q: 3 clusters Score -3328957 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -3328964.000000 Penalty: 5015.775391
	Iteration 65Q: 3 clusters Score -3328964 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -3328962.000000 Penalty: 5015.775391
	Iteration 66Q: 3 clusters Score -3328962 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -3328967.250000 Penalty: 5015.775391
	Iteration 67Q: 3 clusters Score -3328967 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -3328989.250000 Penalty: 5015.775391
	Iteration 68Q: 3 clusters Score -3328989 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -3328995.500000 Penalty: 5015.775391
	Iteration 69Q: 3 clusters Score -3328996 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -3329003.000000 Penalty: 5015.775391
	Iteration 70Q: 3 clusters Score -3329003 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -3329003.500000 Penalty: 5015.775391
	Iteration 71Q: 3 clusters Score -3329004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -3329011.750000 Penalty: 5015.775391
	Iteration 72Q: 3 clusters Score -3329012 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -3329019.750000 Penalty: 5015.775391
	Iteration 73Q: 3 clusters Score -3329020 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -3329023.500000 Penalty: 5015.775391
	Iteration 74Q: 3 clusters Score -3329024 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -3329027.750000 Penalty: 5015.775391
	Iteration 75Q: 3 clusters Score -3329028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -3329039.000000 Penalty: 5015.775391
	Iteration 76Q: 3 clusters Score -3329039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -3329045.500000 Penalty: 5015.775391
	Iteration 77Q: 3 clusters Score -3329046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -3329060.750000 Penalty: 5015.775391
	Iteration 78Q: 3 clusters Score -3329061 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -3329063.750000 Penalty: 5015.775391
	Iteration 79Q: 3 clusters Score -3329064 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -3329073.500000 Penalty: 5015.775391
	Iteration 80F: 3 clusters Score -3329074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -3329079.750000 Penalty: 5015.775391
	Iteration 81Q: 3 clusters Score -3329080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -3329087.750000 Penalty: 5015.775391
	Iteration 82Q: 3 clusters Score -3329088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -3329093.750000 Penalty: 5015.775391
	Iteration 83Q: 3 clusters Score -3329094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -3329098.500000 Penalty: 5015.775391
	Iteration 84Q: 3 clusters Score -3329098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -3329099.750000 Penalty: 5015.775391
	Iteration 85Q: 3 clusters Score -3329100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -3329107.500000 Penalty: 5015.775391
	Iteration 86Q: 3 clusters Score -3329108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -3329116.000000 Penalty: 5015.775391
	Iteration 87Q: 3 clusters Score -3329116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -3329125.250000 Penalty: 5015.775391
	Iteration 88Q: 3 clusters Score -3329125 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -3329136.250000 Penalty: 5015.775391
	Iteration 89Q: 3 clusters Score -3329136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -3329139.500000 Penalty: 5015.775391
	Iteration 90Q: 3 clusters Score -3329140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -3329146.000000 Penalty: 5015.775391
	Iteration 91Q: 3 clusters Score -3329146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -3329153.500000 Penalty: 5015.775391
	Iteration 92Q: 3 clusters Score -3329154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -3329152.750000 Penalty: 5015.775391
	Iteration 93Q: 3 clusters Score -3329153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -3329155.500000 Penalty: 5015.775391
	Iteration 94Q: 3 clusters Score -3329156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -3329163.500000 Penalty: 5015.775391
	Iteration 95Q: 3 clusters Score -3329164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -3329160.750000 Penalty: 5015.775391
	Iteration 96Q: 3 clusters Score -3329161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -3329160.250000 Penalty: 5015.775391
	Iteration 97Q: 3 clusters Score -3329160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -3329159.500000 Penalty: 5015.775391
	Iteration 98Q: 3 clusters Score -3329160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -3329171.250000 Penalty: 5015.775391
	Iteration 99Q: 3 clusters Score -3329171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -3329172.250000 Penalty: 5015.775391
	Iteration 100F: 3 clusters Score -3329172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -3329174.000000 Penalty: 5015.775391
	Iteration 101Q: 3 clusters Score -3329174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -3329174.750000 Penalty: 5015.775391
	Iteration 102Q: 3 clusters Score -3329175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -3329180.750000 Penalty: 5015.775391
	Iteration 103Q: 3 clusters Score -3329181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -3329184.750000 Penalty: 5015.775391
	Iteration 104Q: 3 clusters Score -3329185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -3329185.750000 Penalty: 5015.775391
	Iteration 105Q: 3 clusters Score -3329186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -3329184.500000 Penalty: 5015.775391
	Iteration 106Q: 3 clusters Score -3329184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -3329182.250000 Penalty: 5015.775391
	Iteration 107Q: 3 clusters Score -3329182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -3329183.750000 Penalty: 5015.775391
	Iteration 108Q: 3 clusters Score -3329184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -3329184.500000 Penalty: 5015.775391
	Iteration 109Q: 3 clusters Score -3329184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3329190.500000 Penalty: 5015.775391
	Iteration 110Q: 3 clusters Score -3329190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -3329190.500000 Penalty: 5015.775391
	Iteration 111Q: 3 clusters Score -3329190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -3329190.750000 Penalty: 5015.775391
	Iteration 112Q: 3 clusters Score -3329191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -3329194.750000 Penalty: 5015.775391
	Iteration 113Q: 3 clusters Score -3329195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3329195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -3329195.000000 Penalty: 5015.775391
	Iteration 115Q: 3 clusters Score -3329195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -3329196.250000 Penalty: 5015.775391
	Iteration 116Q: 3 clusters Score -3329196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3329195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -3329190.750000 Penalty: 5015.775391
	Iteration 118Q: 3 clusters Score -3329191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3329191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -3329193.500000 Penalty: 5015.775391
	Iteration 120F: 3 clusters Score -3329194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -3329188.750000 Penalty: 5015.775391
	Iteration 121Q: 3 clusters Score -3329189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -3329193.250000 Penalty: 5015.775391
	Iteration 122Q: 3 clusters Score -3329193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3329195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3329193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3329195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3329193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3329192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -3329197.000000 Penalty: 5015.775391
	Iteration 128Q: 3 clusters Score -3329197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3329197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3329199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3329202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
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	Iteration 132F: 3 clusters Score -3329202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 76124 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 68220 members 
Mstep: Class 5 contains 20276 members 
Mstep: Class 7 contains 5571 members 
Mstep: Class 9 contains 184711 members 
Mstep: Class 11 contains 159919 members 
Mstep: Class 12 contains 21498 members 
Mstep: Class 13 contains 226503 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 16 contains 61072 members 
Mstep: Class 17 contains 24648 members 
Entering Unmasked Estep 
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Iteration 39Q: 14 clusters Score -1.16033e+08 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 77340 members 
Mstep: Class 3 contains 6740 members 
Mstep: Class 4 contains 69911 members 
Mstep: Class 5 contains 20145 members 
Mstep: Class 7 contains 5574 members 
Mstep: Class 9 contains 183269 members 
Mstep: Class 11 contains 160892 members 
Mstep: Class 12 contains 21392 members 
Mstep: Class 13 contains 223875 members 
Mstep: Class 14 contains 1069 members 
Mstep: Class 16 contains 61009 members 
Mstep: Class 17 contains 24954 members 
Entering Unmasked Estep 
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Iteration 40F: 14 clusters Score -1.160346e+08 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 78509 members 
Mstep: Class 3 contains 6911 members 
Mstep: Class 4 contains 71634 members 
Mstep: Class 5 contains 20008 members 
Mstep: Class 7 contains 5585 members 
Mstep: Class 9 contains 182090 members 
Mstep: Class 11 contains 161570 members 
Mstep: Class 12 contains 21293 members 
Mstep: Class 13 contains 221385 members 
Mstep: Class 14 contains 1079 members 
Mstep: Class 16 contains 60836 members 
Mstep: Class 17 contains 25229 members 
Entering Unmasked Estep 
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Iteration 41Q: 14 clusters Score -1.160357e+08 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 79762 members 
Mstep: Class 3 contains 7085 members 
Mstep: Class 4 contains 73322 members 
Mstep: Class 5 contains 19896 members 
Mstep: Class 7 contains 5579 members 
Mstep: Class 9 contains 181066 members 
Mstep: Class 11 contains 162116 members 
Mstep: Class 12 contains 21161 members 
Mstep: Class 13 contains 218979 members 
Mstep: Class 14 contains 1081 members 
Mstep: Class 16 contains 60568 members 
Mstep: Class 17 contains 25512 members 
Entering Unmasked Estep 
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Iteration 42Q: 14 clusters Score -1.16037e+08 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 80997 members 
Mstep: Class 3 contains 7263 members 
Mstep: Class 4 contains 75039 members 
Mstep: Class 5 contains 19774 members 
Mstep: Class 7 contains 5598 members 
Mstep: Class 9 contains 180208 members 
Mstep: Class 11 contains 162619 members 
Mstep: Class 12 contains 21015 members 
Mstep: Class 13 contains 216445 members 
Mstep: Class 14 contains 1082 members 
Mstep: Class 16 contains 60301 members 
Mstep: Class 17 contains 25786 members 
Entering Unmasked Estep 
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Iteration 43Q: 14 clusters Score -1.160384e+08 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 82284 members 
Mstep: Class 3 contains 7436 members 
Mstep: Class 4 contains 76733 members 
Mstep: Class 5 contains 19679 members 
Mstep: Class 7 contains 5626 members 
Mstep: Class 9 contains 179427 members 
Mstep: Class 11 contains 162905 members 
Mstep: Class 12 contains 20830 members 
Mstep: Class 13 contains 214021 members 
Mstep: Class 14 contains 1082 members 
Mstep: Class 16 contains 60030 members 
Mstep: Class 17 contains 26073 members 
Entering Unmasked Estep 
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Iteration 44Q: 14 clusters Score -1.160394e+08 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 83722 members 
Mstep: Class 3 contains 7608 members 
Mstep: Class 4 contains 78455 members 
Mstep: Class 5 contains 19557 members 
Mstep: Class 7 contains 5652 members 
Mstep: Class 9 contains 178712 members 
Mstep: Class 11 contains 162980 members 
Mstep: Class 12 contains 20636 members 
Mstep: Class 13 contains 211602 members 
Mstep: Class 14 contains 1083 members 
Mstep: Class 16 contains 59764 members 
Mstep: Class 17 contains 26354 members 
Entering Unmasked Estep 
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Iteration 45Q: 14 clusters Score -1.160414e+08 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 85270 members 
Mstep: Class 3 contains 7749 members 
Mstep: Class 4 contains 80209 members 
Mstep: Class 5 contains 19459 members 
Mstep: Class 7 contains 5702 members 
Mstep: Class 9 contains 177980 members 
Mstep: Class 11 contains 162907 members 
Mstep: Class 12 contains 20399 members 
Mstep: Class 13 contains 209270 members 
Mstep: Class 14 contains 1082 members 
Mstep: Class 16 contains 59417 members 
Mstep: Class 17 contains 26681 members 
Entering Unmasked Estep 
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Iteration 46Q: 14 clusters Score -1.160427e+08 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 86894 members 
Mstep: Class 3 contains 7910 members 
Mstep: Class 4 contains 81873 members 
Mstep: Class 5 contains 19318 members 
Mstep: Class 7 contains 5750 members 
Mstep: Class 9 contains 177305 members 
Mstep: Class 11 contains 162872 members 
Mstep: Class 12 contains 20113 members 
Mstep: Class 13 contains 207032 members 
Mstep: Class 14 contains 1082 members 
Mstep: Class 16 contains 58969 members 
Mstep: Class 17 contains 27007 members 
Entering Unmasked Estep 
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Iteration 47Q: 14 clusters Score -1.160438e+08 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 88457 members 
Mstep: Class 3 contains 8034 members 
Mstep: Class 4 contains 83512 members 
Mstep: Class 5 contains 19182 members 
Mstep: Class 7 contains 5789 members 
Mstep: Class 9 contains 176681 members 
Mstep: Class 11 contains 162776 members 
Mstep: Class 12 contains 19839 members 
Mstep: Class 13 contains 204895 members 
Mstep: Class 14 contains 1083 members 
Mstep: Class 16 contains 58508 members 
Mstep: Class 17 contains 27367 members 
Entering Unmasked Estep 
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Iteration 48Q: 14 clusters Score -1.160449e+08 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 90082 members 
Mstep: Class 3 contains 8156 members 
Mstep: Class 4 contains 85109 members 
Mstep: Class 5 contains 19043 members 
Mstep: Class 7 contains 5820 members 
Mstep: Class 9 contains 176128 members 
Mstep: Class 11 contains 162648 members 
Mstep: Class 12 contains 19550 members 
Mstep: Class 13 contains 202737 members 
Mstep: Class 14 contains 1083 members 
Mstep: Class 16 contains 58045 members 
Mstep: Class 17 contains 27720 members 
Entering Unmasked Estep 
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Iteration 49Q: 14 clusters Score -1.160458e+08 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 91664 members 
Mstep: Class 3 contains 8265 members 
Mstep: Class 4 contains 86645 members 
Mstep: Class 5 contains 18900 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 9 contains 175607 members 
Mstep: Class 11 contains 162544 members 
Mstep: Class 12 contains 19272 members 
Mstep: Class 13 contains 200597 members 
Mstep: Class 14 contains 1084 members 
Mstep: Class 16 contains 57611 members 
Mstep: Class 17 contains 28064 members 
Entering Unmasked Estep 
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Iteration 50Q: 14 clusters Score -1.160466e+08 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 93260 members 
Mstep: Class 3 contains 8355 members 
Mstep: Class 4 contains 88114 members 
Mstep: Class 5 contains 18738 members 
Mstep: Class 7 contains 5920 members 
Mstep: Class 9 contains 175120 members 
Mstep: Class 11 contains 162371 members 
Mstep: Class 12 contains 18978 members 
Mstep: Class 13 contains 198597 members 
Mstep: Class 14 contains 1084 members 
Mstep: Class 16 contains 57155 members 
Mstep: Class 17 contains 28429 members 
Entering Unmasked Estep 
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Iteration 51Q: 14 clusters Score -1.160483e+08 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 94824 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 89555 members 
Mstep: Class 5 contains 18613 members 
Mstep: Class 7 contains 5975 members 
Mstep: Class 9 contains 174646 members 
Mstep: Class 11 contains 162137 members 
Mstep: Class 12 contains 18670 members 
Mstep: Class 13 contains 196728 members 
Mstep: Class 14 contains 1084 members 
Mstep: Class 16 contains 56687 members 
Mstep: Class 17 contains 28765 members 
Entering Unmasked Estep 
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Iteration 52Q: 14 clusters Score -1.1605e+08 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 96403 members 
Mstep: Class 3 contains 8482 members 
Mstep: Class 4 contains 90978 members 
Mstep: Class 5 contains 18491 members 
Mstep: Class 7 contains 6016 members 
Mstep: Class 9 contains 174193 members 
Mstep: Class 11 contains 161956 members 
Mstep: Class 12 contains 18355 members 
Mstep: Class 13 contains 194845 members 
Mstep: Class 14 contains 1084 members 
Mstep: Class 16 contains 56175 members 
Mstep: Class 17 contains 29143 members 
Entering Unmasked Estep 
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Iteration 53Q: 14 clusters Score -1.160513e+08 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 97894 members 
Mstep: Class 3 contains 8522 members 
Mstep: Class 4 contains 92450 members 
Mstep: Class 5 contains 18370 members 
Mstep: Class 7 contains 6026 members 
Mstep: Class 9 contains 173733 members 
Mstep: Class 11 contains 161661 members 
Mstep: Class 12 contains 18025 members 
Mstep: Class 13 contains 193149 members 
Mstep: Class 14 contains 1084 members 
Mstep: Class 16 contains 55673 members 
Mstep: Class 17 contains 29533 members 
Entering Unmasked Estep 
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Iteration 54Q: 14 clusters Score -1.16053e+08 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 99372 members 
Mstep: Class 3 contains 8541 members 
Mstep: Class 4 contains 93954 members 
Mstep: Class 5 contains 18267 members 
Mstep: Class 7 contains 6059 members 
Mstep: Class 9 contains 173223 members 
Mstep: Class 11 contains 161294 members 
Mstep: Class 12 contains 17660 members 
Mstep: Class 13 contains 191586 members 
Mstep: Class 14 contains 1084 members 
Mstep: Class 16 contains 55150 members 
Mstep: Class 17 contains 29929 members 
Entering Unmasked Estep 
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Iteration 55Q: 14 clusters Score -1.160543e+08 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 100800 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 95406 members 
Mstep: Class 5 contains 18171 members 
Mstep: Class 7 contains 6098 members 
Mstep: Class 9 contains 172785 members 
Mstep: Class 11 contains 160866 members 
Mstep: Class 12 contains 17286 members 
Mstep: Class 13 contains 190108 members 
Mstep: Class 14 contains 1084 members 
Mstep: Class 16 contains 54610 members 
Mstep: Class 17 contains 30360 members 
Entering Unmasked Estep 
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Iteration 56Q: 14 clusters Score -1.160556e+08 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 102187 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 96852 members 
Mstep: Class 5 contains 18049 members 
Mstep: Class 7 contains 6123 members 
Mstep: Class 9 contains 172346 members 
Mstep: Class 11 contains 160447 members 
Mstep: Class 12 contains 16876 members 
Mstep: Class 13 contains 188795 members 
Mstep: Class 14 contains 1084 members 
Mstep: Class 16 contains 54047 members 
Mstep: Class 17 contains 30752 members 
Entering Unmasked Estep 
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Iteration 57Q: 14 clusters Score -1.160572e+08 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 103545 members 
Mstep: Class 3 contains 8579 members 
Mstep: Class 4 contains 98219 members 
Mstep: Class 5 contains 17935 members 
Mstep: Class 7 contains 6150 members 
Mstep: Class 9 contains 171796 members 
Mstep: Class 11 contains 160058 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 187686 members 
Mstep: Class 14 contains 1082 members 
Mstep: Class 16 contains 53456 members 
Mstep: Class 17 contains 31151 members 
Entering Unmasked Estep 
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Iteration 58Q: 14 clusters Score -1.16058e+08 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 104852 members 
Mstep: Class 3 contains 8613 members 
Mstep: Class 4 contains 99521 members 
Mstep: Class 5 contains 17825 members 
Mstep: Class 7 contains 6180 members 
Mstep: Class 9 contains 171233 members 
Mstep: Class 11 contains 159772 members 
Mstep: Class 12 contains 16065 members 
Mstep: Class 13 contains 186603 members 
Mstep: Class 14 contains 1083 members 
Mstep: Class 16 contains 52824 members 
Mstep: Class 17 contains 31551 members 
Entering Unmasked Estep 
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Iteration 59Q: 14 clusters Score -1.160589e+08 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 106102 members 
Mstep: Class 3 contains 8637 members 
Mstep: Class 4 contains 100749 members 
Mstep: Class 5 contains 17712 members 
Mstep: Class 7 contains 6192 members 
Mstep: Class 9 contains 170654 members 
Mstep: Class 11 contains 159535 members 
Mstep: Class 12 contains 15716 members 
Mstep: Class 13 contains 185623 members 
Mstep: Class 14 contains 1085 members 
Mstep: Class 16 contains 52184 members 
Mstep: Class 17 contains 31932 members 
Entering Unmasked Estep 
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Iteration 60F: 14 clusters Score -1.160601e+08 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 107418 members 
Mstep: Class 3 contains 8647 members 
Mstep: Class 4 contains 102006 members 
Mstep: Class 5 contains 17556 members 
Mstep: Class 7 contains 6242 members 
Mstep: Class 9 contains 170026 members 
Mstep: Class 11 contains 159305 members 
Mstep: Class 12 contains 15361 members 
Mstep: Class 13 contains 184630 members 
Mstep: Class 14 contains 1088 members 
Mstep: Class 16 contains 51522 members 
Mstep: Class 17 contains 32324 members 
Entering Unmasked Estep 
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Iteration 61Q: 14 clusters Score -1.160612e+08 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 108743 members 
Mstep: Class 3 contains 8655 members 
Mstep: Class 4 contains 103250 members 
Mstep: Class 5 contains 17418 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 9 contains 169317 members 
Mstep: Class 11 contains 159066 members 
Mstep: Class 12 contains 15040 members 
Mstep: Class 13 contains 183699 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 16 contains 50874 members 
Mstep: Class 17 contains 32698 members 
Entering Unmasked Estep 
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Iteration 62Q: 14 clusters Score -1.160625e+08 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 110066 members 
Mstep: Class 3 contains 8672 members 
Mstep: Class 4 contains 104425 members 
Mstep: Class 5 contains 17275 members 
Mstep: Class 7 contains 6306 members 
Mstep: Class 9 contains 168572 members 
Mstep: Class 11 contains 158845 members 
Mstep: Class 12 contains 14765 members 
Mstep: Class 13 contains 182840 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 16 contains 50230 members 
Mstep: Class 17 contains 33040 members 
Entering Unmasked Estep 
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Iteration 63Q: 14 clusters Score -1.16064e+08 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 111429 members 
Mstep: Class 3 contains 8683 members 
Mstep: Class 4 contains 105586 members 
Mstep: Class 5 contains 17125 members 
Mstep: Class 7 contains 6351 members 
Mstep: Class 9 contains 167817 members 
Mstep: Class 11 contains 158610 members 
Mstep: Class 12 contains 14515 members 
Mstep: Class 13 contains 182017 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 16 contains 49527 members 
Mstep: Class 17 contains 33377 members 
Entering Unmasked Estep 
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Iteration 64Q: 14 clusters Score -1.160646e+08 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 112674 members 
Mstep: Class 3 contains 8703 members 
Mstep: Class 4 contains 106720 members 
Mstep: Class 5 contains 16974 members 
Mstep: Class 7 contains 6378 members 
Mstep: Class 9 contains 167079 members 
Mstep: Class 11 contains 158440 members 
Mstep: Class 12 contains 14273 members 
Mstep: Class 13 contains 181282 members 
Mstep: Class 14 contains 1090 members 
Mstep: Class 16 contains 48831 members 
Mstep: Class 17 contains 33681 members 
Entering Unmasked Estep 
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Iteration 65Q: 14 clusters Score -1.160652e+08 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 113945 members 
Mstep: Class 3 contains 8726 members 
Mstep: Class 4 contains 107819 members 
Mstep: Class 5 contains 16849 members 
Mstep: Class 7 contains 6405 members 
Mstep: Class 9 contains 166310 members 
Mstep: Class 11 contains 158174 members 
Mstep: Class 12 contains 14058 members 
Mstep: Class 13 contains 180691 members 
Mstep: Class 14 contains 1090 members 
Mstep: Class 16 contains 48113 members 
Mstep: Class 17 contains 33945 members 
Entering Unmasked Estep 
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Iteration 66Q: 14 clusters Score -1.160663e+08 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 115158 members 
Mstep: Class 3 contains 8736 members 
Mstep: Class 4 contains 108942 members 
Mstep: Class 5 contains 16719 members 
Mstep: Class 7 contains 6440 members 
Mstep: Class 9 contains 165547 members 
Mstep: Class 11 contains 157895 members 
Mstep: Class 12 contains 13856 members 
Mstep: Class 13 contains 180169 members 
Mstep: Class 14 contains 1090 members 
Mstep: Class 16 contains 47358 members 
Mstep: Class 17 contains 34215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116067064.000000 Penalty: 44048.285156
Iteration 67Q: 14 clusters Score -1.160671e+08 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 116392 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 110065 members 
Mstep: Class 5 contains 16594 members 
Mstep: Class 7 contains 6469 members 
Mstep: Class 9 contains 164851 members 
Mstep: Class 11 contains 157526 members 
Mstep: Class 12 contains 13680 members 
Mstep: Class 13 contains 179663 members 
Mstep: Class 14 contains 1090 members 
Mstep: Class 16 contains 46583 members 
Mstep: Class 17 contains 34456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116068192.000000 Penalty: 44048.285156
Iteration 68Q: 14 clusters Score -1.160682e+08 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 117561 members 
Mstep: Class 3 contains 8776 members 
Mstep: Class 4 contains 111147 members 
Mstep: Class 5 contains 16472 members 
Mstep: Class 7 contains 6479 members 
Mstep: Class 9 contains 164264 members 
Mstep: Class 11 contains 157186 members 
Mstep: Class 12 contains 13537 members 
Mstep: Class 13 contains 179147 members 
Mstep: Class 14 contains 1091 members 
Mstep: Class 16 contains 45789 members 
Mstep: Class 17 contains 34675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116069096.000000 Penalty: 44048.285156
Iteration 69Q: 14 clusters Score -1.160691e+08 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 118602 members 
Mstep: Class 3 contains 8790 members 
Mstep: Class 4 contains 112233 members 
Mstep: Class 5 contains 16346 members 
Mstep: Class 7 contains 6494 members 
Mstep: Class 9 contains 163748 members 
Mstep: Class 11 contains 156958 members 
Mstep: Class 12 contains 13383 members 
Mstep: Class 13 contains 178573 members 
Mstep: Class 14 contains 1091 members 
Mstep: Class 16 contains 45007 members 
Mstep: Class 17 contains 34899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116070448.000000 Penalty: 44048.285156
Iteration 70Q: 14 clusters Score -1.160704e+08 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 119617 members 
Mstep: Class 3 contains 8794 members 
Mstep: Class 4 contains 113197 members 
Mstep: Class 5 contains 16237 members 
Mstep: Class 7 contains 6504 members 
Mstep: Class 9 contains 163170 members 
Mstep: Class 11 contains 156841 members 
Mstep: Class 12 contains 13241 members 
Mstep: Class 13 contains 178090 members 
Mstep: Class 14 contains 1091 members 
Mstep: Class 16 contains 44201 members 
Mstep: Class 17 contains 35138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116071544.000000 Penalty: 44048.285156
Iteration 71Q: 14 clusters Score -1.160715e+08 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 120586 members 
Mstep: Class 3 contains 8804 members 
Mstep: Class 4 contains 114159 members 
Mstep: Class 5 contains 16145 members 
Mstep: Class 7 contains 6522 members 
Mstep: Class 9 contains 162565 members 
Mstep: Class 11 contains 156760 members 
Mstep: Class 12 contains 13092 members 
Mstep: Class 13 contains 177691 members 
Mstep: Class 14 contains 1091 members 
Mstep: Class 16 contains 43361 members 
Mstep: Class 17 contains 35346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116072624.000000 Penalty: 44048.285156
Iteration 72Q: 14 clusters Score -1.160726e+08 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 121510 members 
Mstep: Class 3 contains 8809 members 
Mstep: Class 4 contains 115082 members 
Mstep: Class 5 contains 16065 members 
Mstep: Class 7 contains 6543 members 
Mstep: Class 9 contains 162006 members 
Mstep: Class 11 contains 156721 members 
Mstep: Class 12 contains 12961 members 
Mstep: Class 13 contains 177254 members 
Mstep: Class 14 contains 1092 members 
Mstep: Class 16 contains 42513 members 
Mstep: Class 17 contains 35566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116073856.000000 Penalty: 44048.285156
Iteration 73Q: 14 clusters Score -1.160739e+08 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 122361 members 
Mstep: Class 3 contains 8813 members 
Mstep: Class 4 contains 115948 members 
Mstep: Class 5 contains 15982 members 
Mstep: Class 7 contains 6553 members 
Mstep: Class 9 contains 161540 members 
Mstep: Class 11 contains 156645 members 
Mstep: Class 12 contains 12850 members 
Mstep: Class 13 contains 176846 members 
Mstep: Class 14 contains 1092 members 
Mstep: Class 16 contains 41727 members 
Mstep: Class 17 contains 35765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116074832.000000 Penalty: 44048.285156
Iteration 74Q: 14 clusters Score -1.160748e+08 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 123211 members 
Mstep: Class 3 contains 8827 members 
Mstep: Class 4 contains 116788 members 
Mstep: Class 5 contains 15919 members 
Mstep: Class 7 contains 6561 members 
Mstep: Class 9 contains 161079 members 
Mstep: Class 11 contains 156458 members 
Mstep: Class 12 contains 12780 members 
Mstep: Class 13 contains 176482 members 
Mstep: Class 14 contains 1093 members 
Mstep: Class 16 contains 40972 members 
Mstep: Class 17 contains 35952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075888.000000 Penalty: 44048.285156
Iteration 75Q: 14 clusters Score -1.160759e+08 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 124068 members 
Mstep: Class 3 contains 8835 members 
Mstep: Class 4 contains 117557 members 
Mstep: Class 5 contains 15858 members 
Mstep: Class 7 contains 6574 members 
Mstep: Class 9 contains 160679 members 
Mstep: Class 11 contains 156234 members 
Mstep: Class 12 contains 12726 members 
Mstep: Class 13 contains 176095 members 
Mstep: Class 14 contains 1093 members 
Mstep: Class 16 contains 40255 members 
Mstep: Class 17 contains 36147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116077040.000000 Penalty: 44048.285156
Iteration 76Q: 14 clusters Score -1.16077e+08 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 124846 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 118254 members 
Mstep: Class 5 contains 15794 members 
Mstep: Class 7 contains 6594 members 
Mstep: Class 9 contains 160253 members 
Mstep: Class 11 contains 155975 members 
Mstep: Class 12 contains 12669 members 
Mstep: Class 13 contains 175775 members 
Mstep: Class 14 contains 1093 members 
Mstep: Class 16 contains 39689 members 
Mstep: Class 17 contains 36339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116077560.000000 Penalty: 44048.285156
Iteration 77Q: 14 clusters Score -1.160776e+08 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 125578 members 
Mstep: Class 3 contains 8839 members 
Mstep: Class 4 contains 118953 members 
Mstep: Class 5 contains 15738 members 
Mstep: Class 7 contains 6601 members 
Mstep: Class 9 contains 159872 members 
Mstep: Class 11 contains 155664 members 
Mstep: Class 12 contains 12640 members 
Mstep: Class 13 contains 175446 members 
Mstep: Class 14 contains 1093 members 
Mstep: Class 16 contains 39167 members 
Mstep: Class 17 contains 36530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116078160.000000 Penalty: 44048.285156
Iteration 78Q: 14 clusters Score -1.160782e+08 nChanged 4236
Entering ConstructFrom: 
Score: -116078160.000000 Penalty: 44048.285156
Entering ConstructFrom: 
Trying to split cluster 1 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -268014.625000 Penalty: 1896.769165
	Iteration 0F: 2 clusters Score -268014.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -265369.281250 Penalty: 3793.538330
	Iteration 0F: 3 clusters Score -265369.3 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -266036.187500 Penalty: 3793.538330
	Iteration 1F: 3 clusters Score -266036.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -266259.468750 Penalty: 3793.538330
	Iteration 2F: 3 clusters Score -266259.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -266423.812500 Penalty: 3793.538330
	Iteration 3F: 3 clusters Score -266423.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -266569.656250 Penalty: 3793.538330
	Iteration 4F: 3 clusters Score -266569.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -266720.406250 Penalty: 3793.538330
	Iteration 5F: 3 clusters Score -266720.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -266860.031250 Penalty: 3793.538330
	Iteration 6Q: 3 clusters Score -266860 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -267012.437500 Penalty: 3793.538330
	Iteration 7Q: 3 clusters Score -267012.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -267219.031250 Penalty: 3793.538330
	Iteration 8Q: 3 clusters Score -267219 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -267498.843750 Penalty: 3793.538330
	Iteration 9Q: 3 clusters Score -267498.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -267769.937500 Penalty: 3793.538330
	Iteration 10Q: 3 clusters Score -267769.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -267906.062500 Penalty: 3793.538330
	Iteration 11Q: 3 clusters Score -267906.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -267961.500000 Penalty: 3793.538330
	Iteration 12Q: 3 clusters Score -267961.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -267980.593750 Penalty: 3793.538330
	Iteration 13Q: 3 clusters Score -267980.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -268002.593750 Penalty: 3793.538330
	Iteration 14Q: 3 clusters Score -268002.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -268026.375000 Penalty: 3793.538330
	Iteration 15Q: 3 clusters Score -268026.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -268052.781250 Penalty: 3793.538330
	Iteration 16Q: 3 clusters Score -268052.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -268087.375000 Penalty: 3793.538330
	Iteration 17Q: 3 clusters Score -268087.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -268136.468750 Penalty: 3793.538330
	Iteration 18Q: 3 clusters Score -268136.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -268205.781250 Penalty: 3793.538330
	Iteration 19Q: 3 clusters Score -268205.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -268267.937500 Penalty: 3793.538330
	Iteration 20F: 3 clusters Score -268267.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -268389.281250 Penalty: 3793.538330
	Iteration 21Q: 3 clusters Score -268389.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -268667.593750 Penalty: 3793.538330
	Iteration 22Q: 3 clusters Score -268667.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -269136.812500 Penalty: 3793.538330
	Iteration 23Q: 3 clusters Score -269136.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -269168.656250 Penalty: 3793.538330
	Iteration 24Q: 3 clusters Score -269168.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -269172.156250 Penalty: 3793.538330
	Iteration 25Q: 3 clusters Score -269172.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -269172.156250 Penalty: 3793.538330
	Iteration 26F: 3 clusters Score -269172.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 126269 members 
Mstep: Class 3 contains 8850 members 
Mstep: Class 4 contains 119564 members 
Mstep: Class 5 contains 15692 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 6601 members 
Mstep: Class 9 contains 159478 members 
Mstep: Class 11 contains 155320 members 
Mstep: Class 12 contains 12610 members 
Mstep: Class 13 contains 175160 members 
Mstep: Class 14 contains 1092 members 
Mstep: Class 16 contains 38780 members 
Mstep: Class 17 contains 36704 members 
Entering Unmasked Estep 
Score: -116078296.000000 Penalty: 47436.613281
Splitting cluster 1 changes total score from -116078160.000000 to -116078296.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 2 (126269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126269 members 
Entering Unmasked Estep 
Score: -17401382.000000 Penalty: 2913.050293
	Iteration 0F: 2 clusters Score -1.740138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62967 members 
Mstep: Class 2 contains 63302 members 
Entering Unmasked Estep 
Score: -17317156.000000 Penalty: 5826.100586
	Iteration 0F: 3 clusters Score -1.731716e+07 nChanged 60015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61014 members 
Mstep: Class 2 contains 65255 members 
Entering Unmasked Estep 
Score: -17351328.000000 Penalty: 5826.100586
	Iteration 1F: 3 clusters Score -1.735133e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 66476 members 
Entering Unmasked Estep 
Score: -17352300.000000 Penalty: 5826.100586
	Iteration 2Q: 3 clusters Score -1.73523e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57828 members 
Mstep: Class 2 contains 68441 members 
Entering Unmasked Estep 
Score: -17353602.000000 Penalty: 5826.100586
	Iteration 3Q: 3 clusters Score -1.73536e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 71382 members 
Entering Unmasked Estep 
Score: -17355216.000000 Penalty: 5826.100586
	Iteration 4Q: 3 clusters Score -1.735522e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 75582 members 
Entering Unmasked Estep 
Score: -17357590.000000 Penalty: 5826.100586
	Iteration 5Q: 3 clusters Score -1.735759e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 81235 members 
Entering Unmasked Estep 
Score: -17361566.000000 Penalty: 5826.100586
	Iteration 6F: 3 clusters Score -1.736157e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 88291 members 
Entering Unmasked Estep 
Score: -17367144.000000 Penalty: 5826.100586
	Iteration 7F: 3 clusters Score -1.736714e+07 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 96174 members 
Entering Unmasked Estep 
Score: -17373862.000000 Penalty: 5826.100586
	Iteration 8F: 3 clusters Score -1.737386e+07 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 104021 members 
Entering Unmasked Estep 
Score: -17380804.000000 Penalty: 5826.100586
	Iteration 9F: 3 clusters Score -1.73808e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 110790 members 
Entering Unmasked Estep 
Score: -17386816.000000 Penalty: 5826.100586
	Iteration 10F: 3 clusters Score -1.738682e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 115835 members 
Entering Unmasked Estep 
Score: -17391066.000000 Penalty: 5826.100586
	Iteration 11Q: 3 clusters Score -1.739107e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 119386 members 
Entering Unmasked Estep 
Score: -17393926.000000 Penalty: 5826.100586
	Iteration 12Q: 3 clusters Score -1.739393e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 121759 members 
Entering Unmasked Estep 
Score: -17395758.000000 Penalty: 5826.100586
	Iteration 13Q: 3 clusters Score -1.739576e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 123361 members 
Entering Unmasked Estep 
Score: -17397052.000000 Penalty: 5826.100586
	Iteration 14Q: 3 clusters Score -1.739705e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 124372 members 
Entering Unmasked Estep 
Score: -17397838.000000 Penalty: 5826.100586
	Iteration 15Q: 3 clusters Score -1.739784e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 124944 members 
Entering Unmasked Estep 
Score: -17398242.000000 Penalty: 5826.100586
	Iteration 16Q: 3 clusters Score -1.739824e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 125286 members 
Entering Unmasked Estep 
Score: -17398534.000000 Penalty: 5826.100586
	Iteration 17Q: 3 clusters Score -1.739853e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 125452 members 
Entering Unmasked Estep 
Score: -17398668.000000 Penalty: 5826.100586
	Iteration 18Q: 3 clusters Score -1.739867e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 125562 members 
Entering Unmasked Estep 
Score: -17398738.000000 Penalty: 5826.100586
	Iteration 19Q: 3 clusters Score -1.739874e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 125641 members 
Entering Unmasked Estep 
Score: -17398828.000000 Penalty: 5826.100586
	Iteration 20F: 3 clusters Score -1.739883e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 125709 members 
Entering Unmasked Estep 
Score: -17398884.000000 Penalty: 5826.100586
	Iteration 21Q: 3 clusters Score -1.739888e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 125755 members 
Entering Unmasked Estep 
Score: -17398942.000000 Penalty: 5826.100586
	Iteration 22Q: 3 clusters Score -1.739894e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 125785 members 
Entering Unmasked Estep 
Score: -17398990.000000 Penalty: 5826.100586
	Iteration 23Q: 3 clusters Score -1.739899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 125791 members 
Entering Unmasked Estep 
Score: -17398998.000000 Penalty: 5826.100586
	Iteration 24Q: 3 clusters Score -1.7399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 125798 members 
Entering Unmasked Estep 
Score: -17398992.000000 Penalty: 5826.100586
	Iteration 25Q: 3 clusters Score -1.739899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 125801 members 
Entering Unmasked Estep 
Score: -17399000.000000 Penalty: 5826.100586
	Iteration 26Q: 3 clusters Score -1.7399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 125807 members 
Entering Unmasked Estep 
Score: -17399016.000000 Penalty: 5826.100586
	Iteration 27Q: 3 clusters Score -1.739902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 125811 members 
Entering Unmasked Estep 
Score: -17399026.000000 Penalty: 5826.100586
	Iteration 28Q: 3 clusters Score -1.739903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 125818 members 
Entering Unmasked Estep 
Score: -17399028.000000 Penalty: 5826.100586
	Iteration 29Q: 3 clusters Score -1.739903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 125821 members 
Entering Unmasked Estep 
Score: -17399034.000000 Penalty: 5826.100586
	Iteration 30Q: 3 clusters Score -1.739903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 125826 members 
Entering Unmasked Estep 
Score: -17399038.000000 Penalty: 5826.100586
	Iteration 31Q: 3 clusters Score -1.739904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 125827 members 
Entering Unmasked Estep 
Score: -17399040.000000 Penalty: 5826.100586
	Iteration 32Q: 3 clusters Score -1.739904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 125828 members 
Entering Unmasked Estep 
Score: -17399028.000000 Penalty: 5826.100586
	Iteration 33Q: 3 clusters Score -1.739903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 125828 members 
Entering Unmasked Estep 
Score: -17399030.000000 Penalty: 5826.100586
	Iteration 34Q: 3 clusters Score -1.739903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 125828 members 
Entering Unmasked Estep 
Score: -17399030.000000 Penalty: 5826.100586
	Iteration 35F: 3 clusters Score -1.739903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Entering Unmasked Estep 
Score: -1170505.125000 Penalty: 2253.866943
	Iteration 0F: 2 clusters Score -1170505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1163610.125000 Penalty: 4507.733887
	Iteration 0F: 3 clusters Score -1163610 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1165504.375000 Penalty: 4507.733887
	Iteration 1F: 3 clusters Score -1165504 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1165848.000000 Penalty: 4507.733887
	Iteration 2F: 3 clusters Score -1165848 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1166138.375000 Penalty: 4507.733887
	Iteration 3F: 3 clusters Score -1166138 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1166423.875000 Penalty: 4507.733887
	Iteration 4F: 3 clusters Score -1166424 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1166710.500000 Penalty: 4507.733887
	Iteration 5F: 3 clusters Score -1166710 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1167031.375000 Penalty: 4507.733887
	Iteration 6F: 3 clusters Score -1167031 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1167384.375000 Penalty: 4507.733887
	Iteration 7F: 3 clusters Score -1167384 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1167763.250000 Penalty: 4507.733887
	Iteration 8F: 3 clusters Score -1167763 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1168107.625000 Penalty: 4507.733887
	Iteration 9Q: 3 clusters Score -1168108 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1168419.375000 Penalty: 4507.733887
	Iteration 10Q: 3 clusters Score -1168419 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1168617.500000 Penalty: 4507.733887
	Iteration 11Q: 3 clusters Score -1168618 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1168723.000000 Penalty: 4507.733887
	Iteration 12Q: 3 clusters Score -1168723 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1168779.500000 Penalty: 4507.733887
	Iteration 13Q: 3 clusters Score -1168780 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1168824.500000 Penalty: 4507.733887
	Iteration 14Q: 3 clusters Score -1168824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1168844.000000 Penalty: 4507.733887
	Iteration 15Q: 3 clusters Score -1168844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1168861.375000 Penalty: 4507.733887
	Iteration 16Q: 3 clusters Score -1168861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1168878.625000 Penalty: 4507.733887
	Iteration 17Q: 3 clusters Score -1168879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1168890.500000 Penalty: 4507.733887
	Iteration 18Q: 3 clusters Score -1168890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1168897.500000 Penalty: 4507.733887
	Iteration 19Q: 3 clusters Score -1168898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1168903.125000 Penalty: 4507.733887
	Iteration 20F: 3 clusters Score -1168903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1168904.500000 Penalty: 4507.733887
	Iteration 21Q: 3 clusters Score -1168904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1168906.250000 Penalty: 4507.733887
	Iteration 22Q: 3 clusters Score -1168906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1168907.875000 Penalty: 4507.733887
	Iteration 23Q: 3 clusters Score -1168908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1168908.500000 Penalty: 4507.733887
	Iteration 24Q: 3 clusters Score -1168908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1168908.750000 Penalty: 4507.733887
	Iteration 25Q: 3 clusters Score -1168909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1168908.625000 Penalty: 4507.733887
	Iteration 26Q: 3 clusters Score -1168909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1168909.125000 Penalty: 4507.733887
	Iteration 27Q: 3 clusters Score -1168909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1168909.125000 Penalty: 4507.733887
	Iteration 28F: 3 clusters Score -1168909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (119564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119564 members 
Entering Unmasked Estep 
Score: -16527119.000000 Penalty: 2899.518555
	Iteration 0F: 2 clusters Score -1.652712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60063 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -16446879.000000 Penalty: 5799.037109
	Iteration 0F: 3 clusters Score -1.644688e+07 nChanged 56768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63707 members 
Mstep: Class 2 contains 55857 members 
Entering Unmasked Estep 
Score: -16480538.000000 Penalty: 5799.037109
	Iteration 1F: 3 clusters Score -1.648054e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -16482225.000000 Penalty: 5799.037109
	Iteration 2Q: 3 clusters Score -1.648222e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69235 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -16484572.000000 Penalty: 5799.037109
	Iteration 3Q: 3 clusters Score -1.648457e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73703 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -16488032.000000 Penalty: 5799.037109
	Iteration 4Q: 3 clusters Score -1.648803e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79502 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -16493222.000000 Penalty: 5799.037109
	Iteration 5F: 3 clusters Score -1.649322e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85797 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -16499664.000000 Penalty: 5799.037109
	Iteration 6F: 3 clusters Score -1.649966e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91643 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -16506134.000000 Penalty: 5799.037109
	Iteration 7F: 3 clusters Score -1.650613e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96116 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -16510963.000000 Penalty: 5799.037109
	Iteration 8F: 3 clusters Score -1.651096e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99320 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -16513887.000000 Penalty: 5799.037109
	Iteration 9Q: 3 clusters Score -1.651389e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101902 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -16515595.000000 Penalty: 5799.037109
	Iteration 10Q: 3 clusters Score -1.65156e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104207 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -16516898.000000 Penalty: 5799.037109
	Iteration 11Q: 3 clusters Score -1.65169e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106353 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -16518053.000000 Penalty: 5799.037109
	Iteration 12Q: 3 clusters Score -1.651805e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108318 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -16518994.000000 Penalty: 5799.037109
	Iteration 13Q: 3 clusters Score -1.651899e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110119 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -16519964.000000 Penalty: 5799.037109
	Iteration 14Q: 3 clusters Score -1.651996e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111753 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -16520680.000000 Penalty: 5799.037109
	Iteration 15Q: 3 clusters Score -1.652068e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113227 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -16521421.000000 Penalty: 5799.037109
	Iteration 16Q: 3 clusters Score -1.652142e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114512 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -16522184.000000 Penalty: 5799.037109
	Iteration 17Q: 3 clusters Score -1.652218e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115550 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -16522733.000000 Penalty: 5799.037109
	Iteration 18Q: 3 clusters Score -1.652273e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116352 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -16523107.000000 Penalty: 5799.037109
	Iteration 19Q: 3 clusters Score -1.652311e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116971 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -16523460.000000 Penalty: 5799.037109
	Iteration 20F: 3 clusters Score -1.652346e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117425 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -16523754.000000 Penalty: 5799.037109
	Iteration 21Q: 3 clusters Score -1.652375e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117778 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -16523960.000000 Penalty: 5799.037109
	Iteration 22Q: 3 clusters Score -1.652396e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118056 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -16524176.000000 Penalty: 5799.037109
	Iteration 23Q: 3 clusters Score -1.652418e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118254 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -16524232.000000 Penalty: 5799.037109
	Iteration 24Q: 3 clusters Score -1.652423e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118397 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -16524322.000000 Penalty: 5799.037109
	Iteration 25Q: 3 clusters Score -1.652432e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118497 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -16524374.000000 Penalty: 5799.037109
	Iteration 26Q: 3 clusters Score -1.652437e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118580 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -16524430.000000 Penalty: 5799.037109
	Iteration 27Q: 3 clusters Score -1.652443e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118643 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -16524485.000000 Penalty: 5799.037109
	Iteration 28Q: 3 clusters Score -1.652448e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118686 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -16524539.000000 Penalty: 5799.037109
	Iteration 29Q: 3 clusters Score -1.652454e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118720 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -16524566.000000 Penalty: 5799.037109
	Iteration 30Q: 3 clusters Score -1.652457e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118756 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -16524566.000000 Penalty: 5799.037109
	Iteration 31Q: 3 clusters Score -1.652457e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118786 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -16524588.000000 Penalty: 5799.037109
	Iteration 32Q: 3 clusters Score -1.652459e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118803 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -16524595.000000 Penalty: 5799.037109
	Iteration 33Q: 3 clusters Score -1.65246e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118814 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -16524623.000000 Penalty: 5799.037109
	Iteration 34Q: 3 clusters Score -1.652462e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118827 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -16524631.000000 Penalty: 5799.037109
	Iteration 35Q: 3 clusters Score -1.652463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118831 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -16524624.000000 Penalty: 5799.037109
	Iteration 36Q: 3 clusters Score -1.652462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118833 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -16524634.000000 Penalty: 5799.037109
	Iteration 37Q: 3 clusters Score -1.652463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118839 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -16524638.000000 Penalty: 5799.037109
	Iteration 38Q: 3 clusters Score -1.652464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118842 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -16524627.000000 Penalty: 5799.037109
	Iteration 39Q: 3 clusters Score -1.652463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118845 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -16524642.000000 Penalty: 5799.037109
	Iteration 40F: 3 clusters Score -1.652464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118850 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -16524648.000000 Penalty: 5799.037109
	Iteration 41Q: 3 clusters Score -1.652465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118852 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -16524634.000000 Penalty: 5799.037109
	Iteration 42Q: 3 clusters Score -1.652463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118859 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -16524646.000000 Penalty: 5799.037109
	Iteration 43Q: 3 clusters Score -1.652465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118861 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -16524654.000000 Penalty: 5799.037109
	Iteration 44Q: 3 clusters Score -1.652465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118863 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -16524651.000000 Penalty: 5799.037109
	Iteration 45Q: 3 clusters Score -1.652465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118864 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -16524668.000000 Penalty: 5799.037109
	Iteration 46Q: 3 clusters Score -1.652467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118866 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -16524661.000000 Penalty: 5799.037109
	Iteration 47Q: 3 clusters Score -1.652466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118866 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -16524669.000000 Penalty: 5799.037109
	Iteration 48Q: 3 clusters Score -1.652467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118867 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -16524671.000000 Penalty: 5799.037109
	Iteration 49Q: 3 clusters Score -1.652467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118867 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -16524671.000000 Penalty: 5799.037109
	Iteration 50F: 3 clusters Score -1.652467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Entering Unmasked Estep 
Score: -2126619.750000 Penalty: 2395.904541
	Iteration 0F: 2 clusters Score -2126620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2115444.250000 Penalty: 4791.809082
	Iteration 0F: 3 clusters Score -2115444 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2118853.750000 Penalty: 4791.809082
	Iteration 1F: 3 clusters Score -2118854 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2119166.750000 Penalty: 4791.809082
	Iteration 2F: 3 clusters Score -2119167 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2119388.750000 Penalty: 4791.809082
	Iteration 3Q: 3 clusters Score -2119389 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2119555.500000 Penalty: 4791.809082
	Iteration 4Q: 3 clusters Score -2119556 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2119710.500000 Penalty: 4791.809082
	Iteration 5Q: 3 clusters Score -2119710 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2119816.500000 Penalty: 4791.809082
	Iteration 6Q: 3 clusters Score -2119816 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2119923.500000 Penalty: 4791.809082
	Iteration 7Q: 3 clusters Score -2119924 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2120016.500000 Penalty: 4791.809082
	Iteration 8Q: 3 clusters Score -2120016 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2120115.250000 Penalty: 4791.809082
	Iteration 9Q: 3 clusters Score -2120115 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2120217.500000 Penalty: 4791.809082
	Iteration 10Q: 3 clusters Score -2120218 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2120344.000000 Penalty: 4791.809082
	Iteration 11Q: 3 clusters Score -2120344 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2120475.750000 Penalty: 4791.809082
	Iteration 12Q: 3 clusters Score -2120476 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2120614.250000 Penalty: 4791.809082
	Iteration 13Q: 3 clusters Score -2120614 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2120756.500000 Penalty: 4791.809082
	Iteration 14Q: 3 clusters Score -2120756 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2120915.000000 Penalty: 4791.809082
	Iteration 15Q: 3 clusters Score -2120915 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2121073.250000 Penalty: 4791.809082
	Iteration 16Q: 3 clusters Score -2121073 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2121251.000000 Penalty: 4791.809082
	Iteration 17Q: 3 clusters Score -2121251 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2121474.250000 Penalty: 4791.809082
	Iteration 18Q: 3 clusters Score -2121474 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2121716.500000 Penalty: 4791.809082
	Iteration 19Q: 3 clusters Score -2121716 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2121964.000000 Penalty: 4791.809082
	Iteration 20F: 3 clusters Score -2121964 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2122245.250000 Penalty: 4791.809082
	Iteration 21Q: 3 clusters Score -2122245 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2122504.500000 Penalty: 4791.809082
	Iteration 22Q: 3 clusters Score -2122504 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2122727.750000 Penalty: 4791.809082
	Iteration 23Q: 3 clusters Score -2122728 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2122918.750000 Penalty: 4791.809082
	Iteration 24Q: 3 clusters Score -2122919 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2123078.250000 Penalty: 4791.809082
	Iteration 25Q: 3 clusters Score -2123078 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2123240.250000 Penalty: 4791.809082
	Iteration 26Q: 3 clusters Score -2123240 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2123389.500000 Penalty: 4791.809082
	Iteration 27Q: 3 clusters Score -2123390 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2123507.250000 Penalty: 4791.809082
	Iteration 28Q: 3 clusters Score -2123507 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2123613.750000 Penalty: 4791.809082
	Iteration 29Q: 3 clusters Score -2123614 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2123721.250000 Penalty: 4791.809082
	Iteration 30Q: 3 clusters Score -2123721 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2123802.250000 Penalty: 4791.809082
	Iteration 31Q: 3 clusters Score -2123802 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2123881.250000 Penalty: 4791.809082
	Iteration 32Q: 3 clusters Score -2123881 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2123943.500000 Penalty: 4791.809082
	Iteration 33Q: 3 clusters Score -2123944 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2124023.250000 Penalty: 4791.809082
	Iteration 34Q: 3 clusters Score -2124023 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2124105.750000 Penalty: 4791.809082
	Iteration 35Q: 3 clusters Score -2124106 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2124171.500000 Penalty: 4791.809082
	Iteration 36Q: 3 clusters Score -2124172 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2124222.000000 Penalty: 4791.809082
	Iteration 37Q: 3 clusters Score -2124222 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2124273.500000 Penalty: 4791.809082
	Iteration 38Q: 3 clusters Score -2124274 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2124323.500000 Penalty: 4791.809082
	Iteration 39Q: 3 clusters Score -2124324 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2124373.500000 Penalty: 4791.809082
	Iteration 40F: 3 clusters Score -2124374 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2124416.000000 Penalty: 4791.809082
	Iteration 41Q: 3 clusters Score -2124416 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2124455.000000 Penalty: 4791.809082
	Iteration 42Q: 3 clusters Score -2124455 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2124485.000000 Penalty: 4791.809082
	Iteration 43Q: 3 clusters Score -2124485 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2124511.250000 Penalty: 4791.809082
	Iteration 44Q: 3 clusters Score -2124511 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2124540.250000 Penalty: 4791.809082
	Iteration 45Q: 3 clusters Score -2124540 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2124561.750000 Penalty: 4791.809082
	Iteration 46Q: 3 clusters Score -2124562 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2124570.000000 Penalty: 4791.809082
	Iteration 47Q: 3 clusters Score -2124570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2124585.250000 Penalty: 4791.809082
	Iteration 48Q: 3 clusters Score -2124585 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2124593.750000 Penalty: 4791.809082
	Iteration 49Q: 3 clusters Score -2124594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2124602.250000 Penalty: 4791.809082
	Iteration 50Q: 3 clusters Score -2124602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2124608.750000 Penalty: 4791.809082
	Iteration 51Q: 3 clusters Score -2124609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2124622.500000 Penalty: 4791.809082
	Iteration 52Q: 3 clusters Score -2124622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2124622.750000 Penalty: 4791.809082
	Iteration 53Q: 3 clusters Score -2124623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2124629.500000 Penalty: 4791.809082
	Iteration 54Q: 3 clusters Score -2124630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2124628.000000 Penalty: 4791.809082
	Iteration 55Q: 3 clusters Score -2124628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2124635.500000 Penalty: 4791.809082
	Iteration 56Q: 3 clusters Score -2124636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2124642.500000 Penalty: 4791.809082
	Iteration 57Q: 3 clusters Score -2124642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2124648.500000 Penalty: 4791.809082
	Iteration 58Q: 3 clusters Score -2124648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2124653.750000 Penalty: 4791.809082
	Iteration 59Q: 3 clusters Score -2124654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2124657.250000 Penalty: 4791.809082
	Iteration 60F: 3 clusters Score -2124657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2124663.750000 Penalty: 4791.809082
	Iteration 61Q: 3 clusters Score -2124664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2124673.000000 Penalty: 4791.809082
	Iteration 62Q: 3 clusters Score -2124673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2124675.750000 Penalty: 4791.809082
	Iteration 63Q: 3 clusters Score -2124676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2124681.500000 Penalty: 4791.809082
	Iteration 64Q: 3 clusters Score -2124682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2124687.500000 Penalty: 4791.809082
	Iteration 65Q: 3 clusters Score -2124688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2124687.500000 Penalty: 4791.809082
	Iteration 66Q: 3 clusters Score -2124688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2124690.500000 Penalty: 4791.809082
	Iteration 67Q: 3 clusters Score -2124690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2124695.250000 Penalty: 4791.809082
	Iteration 68Q: 3 clusters Score -2124695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2124698.000000 Penalty: 4791.809082
	Iteration 69Q: 3 clusters Score -2124698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2124700.000000 Penalty: 4791.809082
	Iteration 70Q: 3 clusters Score -2124700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2124708.250000 Penalty: 4791.809082
	Iteration 71Q: 3 clusters Score -2124708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2124708.750000 Penalty: 4791.809082
	Iteration 72Q: 3 clusters Score -2124709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2124710.250000 Penalty: 4791.809082
	Iteration 73Q: 3 clusters Score -2124710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2124709.000000 Penalty: 4791.809082
	Iteration 74Q: 3 clusters Score -2124709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2124708.250000 Penalty: 4791.809082
	Iteration 75Q: 3 clusters Score -2124708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2124707.250000 Penalty: 4791.809082
	Iteration 76Q: 3 clusters Score -2124707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2124710.000000 Penalty: 4791.809082
	Iteration 77Q: 3 clusters Score -2124710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2124710.000000 Penalty: 4791.809082
	Iteration 78F: 3 clusters Score -2124710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Entering Unmasked Estep 
Score: -861721.000000 Penalty: 2181.154053
	Iteration 0F: 2 clusters Score -861721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -856251.125000 Penalty: 4362.308105
	Iteration 0F: 3 clusters Score -856251.1 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -857751.375000 Penalty: 4362.308105
	Iteration 1F: 3 clusters Score -857751.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -857991.062500 Penalty: 4362.308105
	Iteration 2F: 3 clusters Score -857991.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -858158.937500 Penalty: 4362.308105
	Iteration 3Q: 3 clusters Score -858158.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -858278.000000 Penalty: 4362.308105
	Iteration 4Q: 3 clusters Score -858278 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -858381.625000 Penalty: 4362.308105
	Iteration 5Q: 3 clusters Score -858381.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -858462.312500 Penalty: 4362.308105
	Iteration 6Q: 3 clusters Score -858462.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -858540.687500 Penalty: 4362.308105
	Iteration 7Q: 3 clusters Score -858540.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -858627.562500 Penalty: 4362.308105
	Iteration 8Q: 3 clusters Score -858627.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -858717.000000 Penalty: 4362.308105
	Iteration 9Q: 3 clusters Score -858717 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -858819.312500 Penalty: 4362.308105
	Iteration 10Q: 3 clusters Score -858819.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -858910.312500 Penalty: 4362.308105
	Iteration 11Q: 3 clusters Score -858910.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -859020.312500 Penalty: 4362.308105
	Iteration 12Q: 3 clusters Score -859020.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -859156.187500 Penalty: 4362.308105
	Iteration 13Q: 3 clusters Score -859156.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -859299.312500 Penalty: 4362.308105
	Iteration 14Q: 3 clusters Score -859299.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -859431.562500 Penalty: 4362.308105
	Iteration 15Q: 3 clusters Score -859431.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -859548.750000 Penalty: 4362.308105
	Iteration 16Q: 3 clusters Score -859548.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -859665.500000 Penalty: 4362.308105
	Iteration 17Q: 3 clusters Score -859665.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -859783.437500 Penalty: 4362.308105
	Iteration 18Q: 3 clusters Score -859783.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -859886.312500 Penalty: 4362.308105
	Iteration 19Q: 3 clusters Score -859886.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -859960.937500 Penalty: 4362.308105
	Iteration 20F: 3 clusters Score -859960.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -860022.187500 Penalty: 4362.308105
	Iteration 21Q: 3 clusters Score -860022.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -860062.500000 Penalty: 4362.308105
	Iteration 22Q: 3 clusters Score -860062.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -860099.250000 Penalty: 4362.308105
	Iteration 23Q: 3 clusters Score -860099.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -860129.437500 Penalty: 4362.308105
	Iteration 24Q: 3 clusters Score -860129.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -860160.687500 Penalty: 4362.308105
	Iteration 25Q: 3 clusters Score -860160.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -860193.000000 Penalty: 4362.308105
	Iteration 26Q: 3 clusters Score -860193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -860204.250000 Penalty: 4362.308105
	Iteration 27Q: 3 clusters Score -860204.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -860211.375000 Penalty: 4362.308105
	Iteration 28Q: 3 clusters Score -860211.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -860214.062500 Penalty: 4362.308105
	Iteration 29Q: 3 clusters Score -860214.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -860216.062500 Penalty: 4362.308105
	Iteration 30Q: 3 clusters Score -860216.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -860216.375000 Penalty: 4362.308105
	Iteration 31Q: 3 clusters Score -860216.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -860220.562500 Penalty: 4362.308105
	Iteration 32Q: 3 clusters Score -860220.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -860224.312500 Penalty: 4362.308105
	Iteration 33Q: 3 clusters Score -860224.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -860225.312500 Penalty: 4362.308105
	Iteration 34Q: 3 clusters Score -860225.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -860230.187500 Penalty: 4362.308105
	Iteration 35Q: 3 clusters Score -860230.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -860231.312500 Penalty: 4362.308105
	Iteration 36Q: 3 clusters Score -860231.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -860229.500000 Penalty: 4362.308105
	Iteration 37Q: 3 clusters Score -860229.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -860230.375000 Penalty: 4362.308105
	Iteration 38Q: 3 clusters Score -860230.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -860230.250000 Penalty: 4362.308105
	Iteration 39Q: 3 clusters Score -860230.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -860233.125000 Penalty: 4362.308105
	Iteration 40F: 3 clusters Score -860233.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -860234.937500 Penalty: 4362.308105
	Iteration 41Q: 3 clusters Score -860234.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -860234.375000 Penalty: 4362.308105
	Iteration 42Q: 3 clusters Score -860234.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -860236.375000 Penalty: 4362.308105
	Iteration 43Q: 3 clusters Score -860236.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -860238.187500 Penalty: 4362.308105
	Iteration 44Q: 3 clusters Score -860238.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -860237.625000 Penalty: 4362.308105
	Iteration 45Q: 3 clusters Score -860237.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -860238.750000 Penalty: 4362.308105
	Iteration 46Q: 3 clusters Score -860238.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -860240.250000 Penalty: 4362.308105
	Iteration 47Q: 3 clusters Score -860240.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -860240.375000 Penalty: 4362.308105
	Iteration 48Q: 3 clusters Score -860240.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -860240.375000 Penalty: 4362.308105
	Iteration 49F: 3 clusters Score -860240.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (159478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159478 members 
Entering Unmasked Estep 
Score: -21959438.000000 Penalty: 2970.955811
	Iteration 0F: 2 clusters Score -2.195944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79940 members 
Mstep: Class 2 contains 79538 members 
Entering Unmasked Estep 
Score: -21854008.000000 Penalty: 5941.911621
	Iteration 0F: 3 clusters Score -2.185401e+07 nChanged 76561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83025 members 
Mstep: Class 2 contains 76453 members 
Entering Unmasked Estep 
Score: -21899630.000000 Penalty: 5941.911621
	Iteration 1F: 3 clusters Score -2.189963e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85187 members 
Mstep: Class 2 contains 74291 members 
Entering Unmasked Estep 
Score: -21901530.000000 Penalty: 5941.911621
	Iteration 2Q: 3 clusters Score -2.190153e+07 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88540 members 
Mstep: Class 2 contains 70938 members 
Entering Unmasked Estep 
Score: -21904694.000000 Penalty: 5941.911621
	Iteration 3Q: 3 clusters Score -2.190469e+07 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93606 members 
Mstep: Class 2 contains 65872 members 
Entering Unmasked Estep 
Score: -21909218.000000 Penalty: 5941.911621
	Iteration 4F: 3 clusters Score -2.190922e+07 nChanged 10052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100572 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
Score: -21915242.000000 Penalty: 5941.911621
	Iteration 5F: 3 clusters Score -2.191524e+07 nChanged 11071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109203 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -21923140.000000 Penalty: 5941.911621
	Iteration 6F: 3 clusters Score -2.192314e+07 nChanged 11095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118668 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -21932086.000000 Penalty: 5941.911621
	Iteration 7F: 3 clusters Score -2.193209e+07 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126952 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -21939470.000000 Penalty: 5941.911621
	Iteration 8F: 3 clusters Score -2.193947e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133447 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -21944832.000000 Penalty: 5941.911621
	Iteration 9Q: 3 clusters Score -2.194483e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138457 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -21948328.000000 Penalty: 5941.911621
	Iteration 10Q: 3 clusters Score -2.194833e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142371 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -21950766.000000 Penalty: 5941.911621
	Iteration 11Q: 3 clusters Score -2.195077e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145580 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -21952534.000000 Penalty: 5941.911621
	Iteration 12Q: 3 clusters Score -2.195253e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148227 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -21953986.000000 Penalty: 5941.911621
	Iteration 13Q: 3 clusters Score -2.195399e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150393 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -21955158.000000 Penalty: 5941.911621
	Iteration 14Q: 3 clusters Score -2.195516e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152173 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -21955936.000000 Penalty: 5941.911621
	Iteration 15Q: 3 clusters Score -2.195594e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153545 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -21956644.000000 Penalty: 5941.911621
	Iteration 16Q: 3 clusters Score -2.195664e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154603 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -21957136.000000 Penalty: 5941.911621
	Iteration 17Q: 3 clusters Score -2.195714e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155406 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -21957502.000000 Penalty: 5941.911621
	Iteration 18Q: 3 clusters Score -2.19575e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156027 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -21957802.000000 Penalty: 5941.911621
	Iteration 19Q: 3 clusters Score -2.19578e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156505 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -21957980.000000 Penalty: 5941.911621
	Iteration 20F: 3 clusters Score -2.195798e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156887 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -21958156.000000 Penalty: 5941.911621
	Iteration 21Q: 3 clusters Score -2.195816e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157162 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -21958208.000000 Penalty: 5941.911621
	Iteration 22Q: 3 clusters Score -2.195821e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157391 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -21958326.000000 Penalty: 5941.911621
	Iteration 23Q: 3 clusters Score -2.195833e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157538 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -21958404.000000 Penalty: 5941.911621
	Iteration 24Q: 3 clusters Score -2.19584e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157670 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -21958460.000000 Penalty: 5941.911621
	Iteration 25Q: 3 clusters Score -2.195846e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157762 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -21958476.000000 Penalty: 5941.911621
	Iteration 26Q: 3 clusters Score -2.195848e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157844 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -21958484.000000 Penalty: 5941.911621
	Iteration 27Q: 3 clusters Score -2.195848e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157921 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -21958508.000000 Penalty: 5941.911621
	Iteration 28Q: 3 clusters Score -2.195851e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157990 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -21958528.000000 Penalty: 5941.911621
	Iteration 29Q: 3 clusters Score -2.195853e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158044 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -21958526.000000 Penalty: 5941.911621
	Iteration 30Q: 3 clusters Score -2.195853e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158082 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -21958546.000000 Penalty: 5941.911621
	Iteration 31Q: 3 clusters Score -2.195855e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158121 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -21958528.000000 Penalty: 5941.911621
	Iteration 32Q: 3 clusters Score -2.195853e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158145 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -21958554.000000 Penalty: 5941.911621
	Iteration 33Q: 3 clusters Score -2.195855e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158163 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -21958568.000000 Penalty: 5941.911621
	Iteration 34Q: 3 clusters Score -2.195857e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158183 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -21958570.000000 Penalty: 5941.911621
	Iteration 35Q: 3 clusters Score -2.195857e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158199 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -21958570.000000 Penalty: 5941.911621
	Iteration 36Q: 3 clusters Score -2.195857e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158213 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -21958580.000000 Penalty: 5941.911621
	Iteration 37Q: 3 clusters Score -2.195858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158221 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -21958560.000000 Penalty: 5941.911621
	Iteration 38Q: 3 clusters Score -2.195856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158227 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -21958566.000000 Penalty: 5941.911621
	Iteration 39Q: 3 clusters Score -2.195857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158230 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -21958564.000000 Penalty: 5941.911621
	Iteration 40F: 3 clusters Score -2.195856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158230 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -21958578.000000 Penalty: 5941.911621
	Iteration 41Q: 3 clusters Score -2.195858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158234 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -21958576.000000 Penalty: 5941.911621
	Iteration 42Q: 3 clusters Score -2.195858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158237 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -21958580.000000 Penalty: 5941.911621
	Iteration 43Q: 3 clusters Score -2.195858e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158243 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -21958568.000000 Penalty: 5941.911621
	Iteration 44Q: 3 clusters Score -2.195857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158246 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -21958584.000000 Penalty: 5941.911621
	Iteration 45Q: 3 clusters Score -2.195858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158252 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -21958554.000000 Penalty: 5941.911621
	Iteration 46Q: 3 clusters Score -2.195855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158253 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -21958560.000000 Penalty: 5941.911621
	Iteration 47Q: 3 clusters Score -2.195856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158254 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -21958558.000000 Penalty: 5941.911621
	Iteration 48Q: 3 clusters Score -2.195856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158253 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -21958582.000000 Penalty: 5941.911621
	Iteration 49Q: 3 clusters Score -2.195858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158255 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -21958576.000000 Penalty: 5941.911621
	Iteration 50Q: 3 clusters Score -2.195858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158257 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -21958574.000000 Penalty: 5941.911621
	Iteration 51Q: 3 clusters Score -2.195857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158258 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -21958570.000000 Penalty: 5941.911621
	Iteration 52Q: 3 clusters Score -2.195857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158259 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -21958584.000000 Penalty: 5941.911621
	Iteration 53Q: 3 clusters Score -2.195858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158265 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -21958594.000000 Penalty: 5941.911621
	Iteration 54Q: 3 clusters Score -2.195859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158265 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -21958588.000000 Penalty: 5941.911621
	Iteration 55Q: 3 clusters Score -2.195859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158270 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -21958602.000000 Penalty: 5941.911621
	Iteration 56Q: 3 clusters Score -2.19586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158272 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -21958600.000000 Penalty: 5941.911621
	Iteration 57Q: 3 clusters Score -2.19586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158275 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -21958608.000000 Penalty: 5941.911621
	Iteration 58Q: 3 clusters Score -2.195861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158281 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -21958582.000000 Penalty: 5941.911621
	Iteration 59Q: 3 clusters Score -2.195858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158287 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -21958578.000000 Penalty: 5941.911621
	Iteration 60F: 3 clusters Score -2.195858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158292 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -21958588.000000 Penalty: 5941.911621
	Iteration 61Q: 3 clusters Score -2.195859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158296 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -21958580.000000 Penalty: 5941.911621
	Iteration 62Q: 3 clusters Score -2.195858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158299 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -21958570.000000 Penalty: 5941.911621
	Iteration 63Q: 3 clusters Score -2.195857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158304 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -21958572.000000 Penalty: 5941.911621
	Iteration 64Q: 3 clusters Score -2.195857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158307 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -21958588.000000 Penalty: 5941.911621
	Iteration 65Q: 3 clusters Score -2.195859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158312 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -21958586.000000 Penalty: 5941.911621
	Iteration 66Q: 3 clusters Score -2.195859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158318 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -21958588.000000 Penalty: 5941.911621
	Iteration 67Q: 3 clusters Score -2.195859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158326 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -21958596.000000 Penalty: 5941.911621
	Iteration 68Q: 3 clusters Score -2.19586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158335 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -21958610.000000 Penalty: 5941.911621
	Iteration 69Q: 3 clusters Score -2.195861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158348 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -21958602.000000 Penalty: 5941.911621
	Iteration 70Q: 3 clusters Score -2.19586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158351 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -21958596.000000 Penalty: 5941.911621
	Iteration 71Q: 3 clusters Score -2.19586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158355 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -21958608.000000 Penalty: 5941.911621
	Iteration 72Q: 3 clusters Score -2.195861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158357 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -21958584.000000 Penalty: 5941.911621
	Iteration 73Q: 3 clusters Score -2.195858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158358 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -21958582.000000 Penalty: 5941.911621
	Iteration 74Q: 3 clusters Score -2.195858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158361 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -21958586.000000 Penalty: 5941.911621
	Iteration 75Q: 3 clusters Score -2.195859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158361 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -21958586.000000 Penalty: 5941.911621
	Iteration 76F: 3 clusters Score -2.195859e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (155320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155320 members 
Entering Unmasked Estep 
Score: -21345538.000000 Penalty: 2964.404297
	Iteration 0F: 2 clusters Score -2.134554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 77560 members 
Entering Unmasked Estep 
Score: -21243230.000000 Penalty: 5928.808594
	Iteration 0F: 3 clusters Score -2.124323e+07 nChanged 73758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78360 members 
Mstep: Class 2 contains 76960 members 
Entering Unmasked Estep 
Score: -21285398.000000 Penalty: 5928.808594
	Iteration 1F: 3 clusters Score -2.12854e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78727 members 
Mstep: Class 2 contains 76593 members 
Entering Unmasked Estep 
Score: -21286298.000000 Penalty: 5928.808594
	Iteration 2Q: 3 clusters Score -2.12863e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79336 members 
Mstep: Class 2 contains 75984 members 
Entering Unmasked Estep 
Score: -21287326.000000 Penalty: 5928.808594
	Iteration 3Q: 3 clusters Score -2.128733e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80261 members 
Mstep: Class 2 contains 75059 members 
Entering Unmasked Estep 
Score: -21289048.000000 Penalty: 5928.808594
	Iteration 4Q: 3 clusters Score -2.128905e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81598 members 
Mstep: Class 2 contains 73722 members 
Entering Unmasked Estep 
Score: -21291456.000000 Penalty: 5928.808594
	Iteration 5Q: 3 clusters Score -2.129146e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83350 members 
Mstep: Class 2 contains 71970 members 
Entering Unmasked Estep 
Score: -21295160.000000 Penalty: 5928.808594
	Iteration 6Q: 3 clusters Score -2.129516e+07 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85530 members 
Mstep: Class 2 contains 69790 members 
Entering Unmasked Estep 
Score: -21300060.000000 Penalty: 5928.808594
	Iteration 7F: 3 clusters Score -2.130006e+07 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87744 members 
Mstep: Class 2 contains 67576 members 
Entering Unmasked Estep 
Score: -21305694.000000 Penalty: 5928.808594
	Iteration 8F: 3 clusters Score -2.130569e+07 nChanged 9613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89851 members 
Mstep: Class 2 contains 65469 members 
Entering Unmasked Estep 
Score: -21312338.000000 Penalty: 5928.808594
	Iteration 9F: 3 clusters Score -2.131234e+07 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91319 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -21318672.000000 Penalty: 5928.808594
	Iteration 10F: 3 clusters Score -2.131867e+07 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92346 members 
Mstep: Class 2 contains 62974 members 
Entering Unmasked Estep 
Score: -21323024.000000 Penalty: 5928.808594
	Iteration 11F: 3 clusters Score -2.132302e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93028 members 
Mstep: Class 2 contains 62292 members 
Entering Unmasked Estep 
Score: -21325156.000000 Penalty: 5928.808594
	Iteration 12Q: 3 clusters Score -2.132516e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93651 members 
Mstep: Class 2 contains 61669 members 
Entering Unmasked Estep 
Score: -21326062.000000 Penalty: 5928.808594
	Iteration 13Q: 3 clusters Score -2.132606e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94200 members 
Mstep: Class 2 contains 61120 members 
Entering Unmasked Estep 
Score: -21326582.000000 Penalty: 5928.808594
	Iteration 14Q: 3 clusters Score -2.132658e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94756 members 
Mstep: Class 2 contains 60564 members 
Entering Unmasked Estep 
Score: -21326886.000000 Penalty: 5928.808594
	Iteration 15Q: 3 clusters Score -2.132689e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95339 members 
Mstep: Class 2 contains 59981 members 
Entering Unmasked Estep 
Score: -21326950.000000 Penalty: 5928.808594
	Iteration 16Q: 3 clusters Score -2.132695e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95983 members 
Mstep: Class 2 contains 59337 members 
Entering Unmasked Estep 
Score: -21327032.000000 Penalty: 5928.808594
	Iteration 17Q: 3 clusters Score -2.132703e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96569 members 
Mstep: Class 2 contains 58751 members 
Entering Unmasked Estep 
Score: -21327172.000000 Penalty: 5928.808594
	Iteration 18Q: 3 clusters Score -2.132717e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97209 members 
Mstep: Class 2 contains 58111 members 
Entering Unmasked Estep 
Score: -21327416.000000 Penalty: 5928.808594
	Iteration 19Q: 3 clusters Score -2.132742e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97834 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -21327718.000000 Penalty: 5928.808594
	Iteration 20F: 3 clusters Score -2.132772e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98454 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -21327954.000000 Penalty: 5928.808594
	Iteration 21Q: 3 clusters Score -2.132795e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99109 members 
Mstep: Class 2 contains 56211 members 
Entering Unmasked Estep 
Score: -21328136.000000 Penalty: 5928.808594
	Iteration 22Q: 3 clusters Score -2.132814e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99850 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -21328264.000000 Penalty: 5928.808594
	Iteration 23Q: 3 clusters Score -2.132826e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100636 members 
Mstep: Class 2 contains 54684 members 
Entering Unmasked Estep 
Score: -21328530.000000 Penalty: 5928.808594
	Iteration 24Q: 3 clusters Score -2.132853e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101460 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -21328752.000000 Penalty: 5928.808594
	Iteration 25Q: 3 clusters Score -2.132875e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102361 members 
Mstep: Class 2 contains 52959 members 
Entering Unmasked Estep 
Score: -21329036.000000 Penalty: 5928.808594
	Iteration 26Q: 3 clusters Score -2.132904e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103319 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -21329254.000000 Penalty: 5928.808594
	Iteration 27Q: 3 clusters Score -2.132925e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104254 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -21329466.000000 Penalty: 5928.808594
	Iteration 28Q: 3 clusters Score -2.132947e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105237 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -21329606.000000 Penalty: 5928.808594
	Iteration 29Q: 3 clusters Score -2.132961e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106280 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -21329838.000000 Penalty: 5928.808594
	Iteration 30Q: 3 clusters Score -2.132984e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107373 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -21330090.000000 Penalty: 5928.808594
	Iteration 31Q: 3 clusters Score -2.133009e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108497 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -21330388.000000 Penalty: 5928.808594
	Iteration 32Q: 3 clusters Score -2.133039e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109652 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -21330512.000000 Penalty: 5928.808594
	Iteration 33Q: 3 clusters Score -2.133051e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110852 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -21330740.000000 Penalty: 5928.808594
	Iteration 34Q: 3 clusters Score -2.133074e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112041 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -21331008.000000 Penalty: 5928.808594
	Iteration 35Q: 3 clusters Score -2.133101e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113322 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -21331276.000000 Penalty: 5928.808594
	Iteration 36Q: 3 clusters Score -2.133128e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114670 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -21331528.000000 Penalty: 5928.808594
	Iteration 37Q: 3 clusters Score -2.133153e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116037 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -21331818.000000 Penalty: 5928.808594
	Iteration 38Q: 3 clusters Score -2.133182e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117506 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -21331986.000000 Penalty: 5928.808594
	Iteration 39Q: 3 clusters Score -2.133199e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119014 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -21332256.000000 Penalty: 5928.808594
	Iteration 40F: 3 clusters Score -2.133226e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120656 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -21332596.000000 Penalty: 5928.808594
	Iteration 41Q: 3 clusters Score -2.13326e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122396 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -21333002.000000 Penalty: 5928.808594
	Iteration 42Q: 3 clusters Score -2.1333e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124255 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -21333514.000000 Penalty: 5928.808594
	Iteration 43Q: 3 clusters Score -2.133351e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126134 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -21333926.000000 Penalty: 5928.808594
	Iteration 44Q: 3 clusters Score -2.133393e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128011 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -21334444.000000 Penalty: 5928.808594
	Iteration 45Q: 3 clusters Score -2.133444e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129899 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -21334970.000000 Penalty: 5928.808594
	Iteration 46Q: 3 clusters Score -2.133497e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131915 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -21335506.000000 Penalty: 5928.808594
	Iteration 47Q: 3 clusters Score -2.133551e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133966 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -21336094.000000 Penalty: 5928.808594
	Iteration 48Q: 3 clusters Score -2.133609e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136013 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -21336848.000000 Penalty: 5928.808594
	Iteration 49Q: 3 clusters Score -2.133685e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138013 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -21337578.000000 Penalty: 5928.808594
	Iteration 50Q: 3 clusters Score -2.133758e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140070 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -21338304.000000 Penalty: 5928.808594
	Iteration 51Q: 3 clusters Score -2.13383e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142042 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -21339078.000000 Penalty: 5928.808594
	Iteration 52Q: 3 clusters Score -2.133908e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143902 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -21339768.000000 Penalty: 5928.808594
	Iteration 53Q: 3 clusters Score -2.133977e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145547 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -21340358.000000 Penalty: 5928.808594
	Iteration 54Q: 3 clusters Score -2.134036e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146992 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -21340862.000000 Penalty: 5928.808594
	Iteration 55Q: 3 clusters Score -2.134086e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148260 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -21341222.000000 Penalty: 5928.808594
	Iteration 56Q: 3 clusters Score -2.134122e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149299 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -21341578.000000 Penalty: 5928.808594
	Iteration 57Q: 3 clusters Score -2.134158e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150185 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -21341766.000000 Penalty: 5928.808594
	Iteration 58Q: 3 clusters Score -2.134177e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150915 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -21342004.000000 Penalty: 5928.808594
	Iteration 59Q: 3 clusters Score -2.1342e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151476 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -21342192.000000 Penalty: 5928.808594
	Iteration 60F: 3 clusters Score -2.134219e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151959 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -21342382.000000 Penalty: 5928.808594
	Iteration 61Q: 3 clusters Score -2.134238e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152368 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -21342514.000000 Penalty: 5928.808594
	Iteration 62Q: 3 clusters Score -2.134251e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152677 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -21342620.000000 Penalty: 5928.808594
	Iteration 63Q: 3 clusters Score -2.134262e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152929 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -21342666.000000 Penalty: 5928.808594
	Iteration 64Q: 3 clusters Score -2.134267e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153108 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -21342736.000000 Penalty: 5928.808594
	Iteration 65Q: 3 clusters Score -2.134274e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153254 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -21342796.000000 Penalty: 5928.808594
	Iteration 66Q: 3 clusters Score -2.13428e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153386 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -21342842.000000 Penalty: 5928.808594
	Iteration 67Q: 3 clusters Score -2.134284e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153474 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -21342848.000000 Penalty: 5928.808594
	Iteration 68Q: 3 clusters Score -2.134285e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153562 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -21342916.000000 Penalty: 5928.808594
	Iteration 69Q: 3 clusters Score -2.134292e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153632 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -21342928.000000 Penalty: 5928.808594
	Iteration 70Q: 3 clusters Score -2.134293e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153698 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -21342920.000000 Penalty: 5928.808594
	Iteration 71Q: 3 clusters Score -2.134292e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153729 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -21342960.000000 Penalty: 5928.808594
	Iteration 72Q: 3 clusters Score -2.134296e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153757 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -21342966.000000 Penalty: 5928.808594
	Iteration 73Q: 3 clusters Score -2.134297e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153786 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -21343000.000000 Penalty: 5928.808594
	Iteration 74Q: 3 clusters Score -2.1343e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153811 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -21342996.000000 Penalty: 5928.808594
	Iteration 75Q: 3 clusters Score -2.1343e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153832 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -21342984.000000 Penalty: 5928.808594
	Iteration 76Q: 3 clusters Score -2.134298e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153853 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -21342998.000000 Penalty: 5928.808594
	Iteration 77Q: 3 clusters Score -2.1343e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153872 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -21343006.000000 Penalty: 5928.808594
	Iteration 78Q: 3 clusters Score -2.134301e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153886 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -21343034.000000 Penalty: 5928.808594
	Iteration 79Q: 3 clusters Score -2.134303e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153900 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -21343034.000000 Penalty: 5928.808594
	Iteration 80F: 3 clusters Score -2.134303e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153911 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -21343020.000000 Penalty: 5928.808594
	Iteration 81Q: 3 clusters Score -2.134302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153921 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -21343032.000000 Penalty: 5928.808594
	Iteration 82Q: 3 clusters Score -2.134303e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153934 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -21343032.000000 Penalty: 5928.808594
	Iteration 83Q: 3 clusters Score -2.134303e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153947 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -21343046.000000 Penalty: 5928.808594
	Iteration 84Q: 3 clusters Score -2.134305e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153965 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -21343046.000000 Penalty: 5928.808594
	Iteration 85Q: 3 clusters Score -2.134305e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153978 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -21343062.000000 Penalty: 5928.808594
	Iteration 86Q: 3 clusters Score -2.134306e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153998 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -21343044.000000 Penalty: 5928.808594
	Iteration 87Q: 3 clusters Score -2.134304e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154018 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -21343050.000000 Penalty: 5928.808594
	Iteration 88Q: 3 clusters Score -2.134305e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154038 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -21343086.000000 Penalty: 5928.808594
	Iteration 89Q: 3 clusters Score -2.134309e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154064 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -21343076.000000 Penalty: 5928.808594
	Iteration 90Q: 3 clusters Score -2.134308e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154075 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -21343106.000000 Penalty: 5928.808594
	Iteration 91Q: 3 clusters Score -2.134311e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154089 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -21343104.000000 Penalty: 5928.808594
	Iteration 92Q: 3 clusters Score -2.13431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154101 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -21343100.000000 Penalty: 5928.808594
	Iteration 93Q: 3 clusters Score -2.13431e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154113 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -21343102.000000 Penalty: 5928.808594
	Iteration 94Q: 3 clusters Score -2.13431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154121 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -21343126.000000 Penalty: 5928.808594
	Iteration 95Q: 3 clusters Score -2.134313e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154134 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -21343132.000000 Penalty: 5928.808594
	Iteration 96Q: 3 clusters Score -2.134313e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154142 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -21343124.000000 Penalty: 5928.808594
	Iteration 97Q: 3 clusters Score -2.134312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154149 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -21343134.000000 Penalty: 5928.808594
	Iteration 98Q: 3 clusters Score -2.134313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154157 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -21343144.000000 Penalty: 5928.808594
	Iteration 99Q: 3 clusters Score -2.134314e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154161 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -21343140.000000 Penalty: 5928.808594
	Iteration 100F: 3 clusters Score -2.134314e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154169 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -21343132.000000 Penalty: 5928.808594
	Iteration 101Q: 3 clusters Score -2.134313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154178 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -21343136.000000 Penalty: 5928.808594
	Iteration 102Q: 3 clusters Score -2.134314e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154191 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -21343160.000000 Penalty: 5928.808594
	Iteration 103Q: 3 clusters Score -2.134316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154198 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -21343150.000000 Penalty: 5928.808594
	Iteration 104Q: 3 clusters Score -2.134315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154207 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -21343154.000000 Penalty: 5928.808594
	Iteration 105Q: 3 clusters Score -2.134315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154214 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -21343148.000000 Penalty: 5928.808594
	Iteration 106Q: 3 clusters Score -2.134315e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154222 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -21343156.000000 Penalty: 5928.808594
	Iteration 107Q: 3 clusters Score -2.134316e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154235 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -21343142.000000 Penalty: 5928.808594
	Iteration 108Q: 3 clusters Score -2.134314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154241 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -21343154.000000 Penalty: 5928.808594
	Iteration 109Q: 3 clusters Score -2.134315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154245 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -21343120.000000 Penalty: 5928.808594
	Iteration 110Q: 3 clusters Score -2.134312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154248 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -21343144.000000 Penalty: 5928.808594
	Iteration 111Q: 3 clusters Score -2.134314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154252 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -21343148.000000 Penalty: 5928.808594
	Iteration 112Q: 3 clusters Score -2.134315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154253 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -21343134.000000 Penalty: 5928.808594
	Iteration 113Q: 3 clusters Score -2.134313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154257 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -21343146.000000 Penalty: 5928.808594
	Iteration 114Q: 3 clusters Score -2.134315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154256 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -21343152.000000 Penalty: 5928.808594
	Iteration 115Q: 3 clusters Score -2.134315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154255 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -21343148.000000 Penalty: 5928.808594
	Iteration 116Q: 3 clusters Score -2.134315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154255 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -21343162.000000 Penalty: 5928.808594
	Iteration 117Q: 3 clusters Score -2.134316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154255 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -21343162.000000 Penalty: 5928.808594
	Iteration 118F: 3 clusters Score -2.134316e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Entering Unmasked Estep 
Score: -1710383.375000 Penalty: 2341.676758
	Iteration 0F: 2 clusters Score -1710383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1700909.250000 Penalty: 4683.353516
	Iteration 0F: 3 clusters Score -1700909 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1703819.375000 Penalty: 4683.353516
	Iteration 1F: 3 clusters Score -1703819 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1704249.375000 Penalty: 4683.353516
	Iteration 2F: 3 clusters Score -1704249 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1704690.750000 Penalty: 4683.353516
	Iteration 3F: 3 clusters Score -1704691 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1705105.375000 Penalty: 4683.353516
	Iteration 4F: 3 clusters Score -1705105 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1705516.000000 Penalty: 4683.353516
	Iteration 5F: 3 clusters Score -1705516 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1705937.000000 Penalty: 4683.353516
	Iteration 6F: 3 clusters Score -1705937 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1706370.000000 Penalty: 4683.353516
	Iteration 7F: 3 clusters Score -1706370 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1706786.250000 Penalty: 4683.353516
	Iteration 8Q: 3 clusters Score -1706786 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1707120.000000 Penalty: 4683.353516
	Iteration 9Q: 3 clusters Score -1707120 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1707393.250000 Penalty: 4683.353516
	Iteration 10Q: 3 clusters Score -1707393 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1707578.500000 Penalty: 4683.353516
	Iteration 11Q: 3 clusters Score -1707578 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1707737.250000 Penalty: 4683.353516
	Iteration 12Q: 3 clusters Score -1707737 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1707881.875000 Penalty: 4683.353516
	Iteration 13Q: 3 clusters Score -1707882 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1707987.250000 Penalty: 4683.353516
	Iteration 14Q: 3 clusters Score -1707987 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1708090.375000 Penalty: 4683.353516
	Iteration 15Q: 3 clusters Score -1708090 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1708221.500000 Penalty: 4683.353516
	Iteration 16Q: 3 clusters Score -1708222 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1708349.875000 Penalty: 4683.353516
	Iteration 17Q: 3 clusters Score -1708350 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1708445.375000 Penalty: 4683.353516
	Iteration 18Q: 3 clusters Score -1708445 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1708498.250000 Penalty: 4683.353516
	Iteration 19Q: 3 clusters Score -1708498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1708515.500000 Penalty: 4683.353516
	Iteration 20F: 3 clusters Score -1708516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1708535.500000 Penalty: 4683.353516
	Iteration 21Q: 3 clusters Score -1708536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1708541.375000 Penalty: 4683.353516
	Iteration 22Q: 3 clusters Score -1708541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1708553.375000 Penalty: 4683.353516
	Iteration 23Q: 3 clusters Score -1708553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1708567.000000 Penalty: 4683.353516
	Iteration 24Q: 3 clusters Score -1708567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1708571.750000 Penalty: 4683.353516
	Iteration 25Q: 3 clusters Score -1708572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1708584.625000 Penalty: 4683.353516
	Iteration 26Q: 3 clusters Score -1708585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1708594.000000 Penalty: 4683.353516
	Iteration 27Q: 3 clusters Score -1708594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1708605.875000 Penalty: 4683.353516
	Iteration 28Q: 3 clusters Score -1708606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1708614.125000 Penalty: 4683.353516
	Iteration 29Q: 3 clusters Score -1708614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1708616.375000 Penalty: 4683.353516
	Iteration 30Q: 3 clusters Score -1708616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1708624.750000 Penalty: 4683.353516
	Iteration 31Q: 3 clusters Score -1708625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1708624.875000 Penalty: 4683.353516
	Iteration 32Q: 3 clusters Score -1708625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1708630.125000 Penalty: 4683.353516
	Iteration 33Q: 3 clusters Score -1708630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1708631.250000 Penalty: 4683.353516
	Iteration 34Q: 3 clusters Score -1708631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1708634.625000 Penalty: 4683.353516
	Iteration 35Q: 3 clusters Score -1708635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1708632.750000 Penalty: 4683.353516
	Iteration 36Q: 3 clusters Score -1708633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1708633.125000 Penalty: 4683.353516
	Iteration 37Q: 3 clusters Score -1708633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1708633.125000 Penalty: 4683.353516
	Iteration 38F: 3 clusters Score -1708633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (175160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175160 members 
Entering Unmasked Estep 
Score: -23995398.000000 Penalty: 2994.216797
	Iteration 0F: 2 clusters Score -2.39954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87484 members 
Mstep: Class 2 contains 87676 members 
Entering Unmasked Estep 
Score: -23882376.000000 Penalty: 5988.433594
	Iteration 0F: 3 clusters Score -2.388238e+07 nChanged 83867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87763 members 
Mstep: Class 2 contains 87397 members 
Entering Unmasked Estep 
Score: -23931218.000000 Penalty: 5988.433594
	Iteration 1F: 3 clusters Score -2.393122e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87733 members 
Mstep: Class 2 contains 87427 members 
Entering Unmasked Estep 
Score: -23932246.000000 Penalty: 5988.433594
	Iteration 2Q: 3 clusters Score -2.393225e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87659 members 
Mstep: Class 2 contains 87501 members 
Entering Unmasked Estep 
Score: -23933002.000000 Penalty: 5988.433594
	Iteration 3Q: 3 clusters Score -2.3933e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 87646 members 
Entering Unmasked Estep 
Score: -23934098.000000 Penalty: 5988.433594
	Iteration 4Q: 3 clusters Score -2.39341e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87445 members 
Mstep: Class 2 contains 87715 members 
Entering Unmasked Estep 
Score: -23935924.000000 Penalty: 5988.433594
	Iteration 5Q: 3 clusters Score -2.393592e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87372 members 
Mstep: Class 2 contains 87788 members 
Entering Unmasked Estep 
Score: -23938518.000000 Penalty: 5988.433594
	Iteration 6Q: 3 clusters Score -2.393852e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87383 members 
Mstep: Class 2 contains 87777 members 
Entering Unmasked Estep 
Score: -23942694.000000 Penalty: 5988.433594
	Iteration 7Q: 3 clusters Score -2.394269e+07 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87919 members 
Mstep: Class 2 contains 87241 members 
Entering Unmasked Estep 
Score: -23948328.000000 Penalty: 5988.433594
	Iteration 8F: 3 clusters Score -2.394833e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89056 members 
Mstep: Class 2 contains 86104 members 
Entering Unmasked Estep 
Score: -23955002.000000 Penalty: 5988.433594
	Iteration 9F: 3 clusters Score -2.3955e+07 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90820 members 
Mstep: Class 2 contains 84340 members 
Entering Unmasked Estep 
Score: -23961996.000000 Penalty: 5988.433594
	Iteration 10F: 3 clusters Score -2.3962e+07 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92914 members 
Mstep: Class 2 contains 82246 members 
Entering Unmasked Estep 
Score: -23968032.000000 Penalty: 5988.433594
	Iteration 11F: 3 clusters Score -2.396803e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95184 members 
Mstep: Class 2 contains 79976 members 
Entering Unmasked Estep 
Score: -23972428.000000 Penalty: 5988.433594
	Iteration 12Q: 3 clusters Score -2.397243e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97511 members 
Mstep: Class 2 contains 77649 members 
Entering Unmasked Estep 
Score: -23975168.000000 Penalty: 5988.433594
	Iteration 13Q: 3 clusters Score -2.397517e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99911 members 
Mstep: Class 2 contains 75249 members 
Entering Unmasked Estep 
Score: -23976872.000000 Penalty: 5988.433594
	Iteration 14Q: 3 clusters Score -2.397687e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102313 members 
Mstep: Class 2 contains 72847 members 
Entering Unmasked Estep 
Score: -23977918.000000 Penalty: 5988.433594
	Iteration 15Q: 3 clusters Score -2.397792e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104641 members 
Mstep: Class 2 contains 70519 members 
Entering Unmasked Estep 
Score: -23978870.000000 Penalty: 5988.433594
	Iteration 16Q: 3 clusters Score -2.397887e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106928 members 
Mstep: Class 2 contains 68232 members 
Entering Unmasked Estep 
Score: -23979814.000000 Penalty: 5988.433594
	Iteration 17Q: 3 clusters Score -2.397981e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109345 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -23980774.000000 Penalty: 5988.433594
	Iteration 18Q: 3 clusters Score -2.398077e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111822 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -23981668.000000 Penalty: 5988.433594
	Iteration 19Q: 3 clusters Score -2.398167e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114290 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -23982596.000000 Penalty: 5988.433594
	Iteration 20F: 3 clusters Score -2.39826e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116807 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
Score: -23983474.000000 Penalty: 5988.433594
	Iteration 21Q: 3 clusters Score -2.398347e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119328 members 
Mstep: Class 2 contains 55832 members 
Entering Unmasked Estep 
Score: -23984396.000000 Penalty: 5988.433594
	Iteration 22Q: 3 clusters Score -2.39844e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121873 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -23985214.000000 Penalty: 5988.433594
	Iteration 23Q: 3 clusters Score -2.398521e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124437 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -23986012.000000 Penalty: 5988.433594
	Iteration 24Q: 3 clusters Score -2.398601e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126902 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -23986894.000000 Penalty: 5988.433594
	Iteration 25Q: 3 clusters Score -2.398689e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129292 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -23987782.000000 Penalty: 5988.433594
	Iteration 26Q: 3 clusters Score -2.398778e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131613 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -23988534.000000 Penalty: 5988.433594
	Iteration 27Q: 3 clusters Score -2.398853e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133770 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -23989394.000000 Penalty: 5988.433594
	Iteration 28Q: 3 clusters Score -2.398939e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135853 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -23990036.000000 Penalty: 5988.433594
	Iteration 29Q: 3 clusters Score -2.399004e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137830 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -23990622.000000 Penalty: 5988.433594
	Iteration 30Q: 3 clusters Score -2.399062e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139686 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -23991256.000000 Penalty: 5988.433594
	Iteration 31Q: 3 clusters Score -2.399126e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141453 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -23991720.000000 Penalty: 5988.433594
	Iteration 32Q: 3 clusters Score -2.399172e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143096 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -23992220.000000 Penalty: 5988.433594
	Iteration 33Q: 3 clusters Score -2.399222e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144653 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -23992652.000000 Penalty: 5988.433594
	Iteration 34Q: 3 clusters Score -2.399265e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146080 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -23992992.000000 Penalty: 5988.433594
	Iteration 35Q: 3 clusters Score -2.399299e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147438 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -23993202.000000 Penalty: 5988.433594
	Iteration 36Q: 3 clusters Score -2.39932e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148747 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -23993536.000000 Penalty: 5988.433594
	Iteration 37Q: 3 clusters Score -2.399354e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149984 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -23993788.000000 Penalty: 5988.433594
	Iteration 38Q: 3 clusters Score -2.399379e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151173 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -23993890.000000 Penalty: 5988.433594
	Iteration 39Q: 3 clusters Score -2.399389e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152248 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -23993890.000000 Penalty: 5988.433594
	Iteration 40F: 3 clusters Score -2.399389e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153304 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -23993996.000000 Penalty: 5988.433594
	Iteration 41Q: 3 clusters Score -2.3994e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154318 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -23994010.000000 Penalty: 5988.433594
	Iteration 42Q: 3 clusters Score -2.399401e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155311 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -23993974.000000 Penalty: 5988.433594
	Iteration 43Q: 3 clusters Score -2.399397e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156238 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -23993998.000000 Penalty: 5988.433594
	Iteration 44Q: 3 clusters Score -2.3994e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157123 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -23994044.000000 Penalty: 5988.433594
	Iteration 45Q: 3 clusters Score -2.399404e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157951 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -23994136.000000 Penalty: 5988.433594
	Iteration 46Q: 3 clusters Score -2.399414e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158735 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -23994062.000000 Penalty: 5988.433594
	Iteration 47Q: 3 clusters Score -2.399406e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159461 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -23994054.000000 Penalty: 5988.433594
	Iteration 48Q: 3 clusters Score -2.399405e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160159 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -23994126.000000 Penalty: 5988.433594
	Iteration 49Q: 3 clusters Score -2.399413e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160777 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -23994044.000000 Penalty: 5988.433594
	Iteration 50Q: 3 clusters Score -2.399404e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161406 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -23994002.000000 Penalty: 5988.433594
	Iteration 51Q: 3 clusters Score -2.3994e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162010 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -23993962.000000 Penalty: 5988.433594
	Iteration 52Q: 3 clusters Score -2.399396e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162612 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -23994064.000000 Penalty: 5988.433594
	Iteration 53Q: 3 clusters Score -2.399406e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163148 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -23994084.000000 Penalty: 5988.433594
	Iteration 54Q: 3 clusters Score -2.399408e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163679 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -23994036.000000 Penalty: 5988.433594
	Iteration 55Q: 3 clusters Score -2.399404e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164158 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -23994058.000000 Penalty: 5988.433594
	Iteration 56Q: 3 clusters Score -2.399406e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164619 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -23994098.000000 Penalty: 5988.433594
	Iteration 57Q: 3 clusters Score -2.39941e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165094 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -23994028.000000 Penalty: 5988.433594
	Iteration 58Q: 3 clusters Score -2.399403e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165525 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -23993990.000000 Penalty: 5988.433594
	Iteration 59Q: 3 clusters Score -2.399399e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165928 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -23993952.000000 Penalty: 5988.433594
	Iteration 60F: 3 clusters Score -2.399395e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166279 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -23993882.000000 Penalty: 5988.433594
	Iteration 61Q: 3 clusters Score -2.399388e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166601 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -23993830.000000 Penalty: 5988.433594
	Iteration 62Q: 3 clusters Score -2.399383e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166926 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -23993830.000000 Penalty: 5988.433594
	Iteration 63Q: 3 clusters Score -2.399383e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167219 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -23993798.000000 Penalty: 5988.433594
	Iteration 64Q: 3 clusters Score -2.39938e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167512 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -23993748.000000 Penalty: 5988.433594
	Iteration 65Q: 3 clusters Score -2.399375e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167786 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -23993738.000000 Penalty: 5988.433594
	Iteration 66Q: 3 clusters Score -2.399374e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168048 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -23993746.000000 Penalty: 5988.433594
	Iteration 67Q: 3 clusters Score -2.399375e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168315 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -23993704.000000 Penalty: 5988.433594
	Iteration 68Q: 3 clusters Score -2.39937e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168554 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -23993732.000000 Penalty: 5988.433594
	Iteration 69Q: 3 clusters Score -2.399373e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168781 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -23993718.000000 Penalty: 5988.433594
	Iteration 70Q: 3 clusters Score -2.399372e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169003 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -23993726.000000 Penalty: 5988.433594
	Iteration 71Q: 3 clusters Score -2.399373e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169207 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -23993724.000000 Penalty: 5988.433594
	Iteration 72Q: 3 clusters Score -2.399372e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169386 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -23993726.000000 Penalty: 5988.433594
	Iteration 73Q: 3 clusters Score -2.399373e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169559 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -23993668.000000 Penalty: 5988.433594
	Iteration 74Q: 3 clusters Score -2.399367e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169727 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -23993640.000000 Penalty: 5988.433594
	Iteration 75Q: 3 clusters Score -2.399364e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169867 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -23993598.000000 Penalty: 5988.433594
	Iteration 76Q: 3 clusters Score -2.39936e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170023 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -23993644.000000 Penalty: 5988.433594
	Iteration 77Q: 3 clusters Score -2.399364e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170171 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -23993634.000000 Penalty: 5988.433594
	Iteration 78Q: 3 clusters Score -2.399363e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170317 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -23993610.000000 Penalty: 5988.433594
	Iteration 79Q: 3 clusters Score -2.399361e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170444 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -23993574.000000 Penalty: 5988.433594
	Iteration 80F: 3 clusters Score -2.399357e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170552 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -23993536.000000 Penalty: 5988.433594
	Iteration 81Q: 3 clusters Score -2.399354e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170651 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -23993528.000000 Penalty: 5988.433594
	Iteration 82Q: 3 clusters Score -2.399353e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170752 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -23993544.000000 Penalty: 5988.433594
	Iteration 83Q: 3 clusters Score -2.399354e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170845 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -23993530.000000 Penalty: 5988.433594
	Iteration 84Q: 3 clusters Score -2.399353e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170945 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -23993532.000000 Penalty: 5988.433594
	Iteration 85Q: 3 clusters Score -2.399353e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171032 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -23993532.000000 Penalty: 5988.433594
	Iteration 86Q: 3 clusters Score -2.399353e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171113 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -23993516.000000 Penalty: 5988.433594
	Iteration 87Q: 3 clusters Score -2.399352e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171208 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -23993540.000000 Penalty: 5988.433594
	Iteration 88Q: 3 clusters Score -2.399354e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171302 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -23993480.000000 Penalty: 5988.433594
	Iteration 89Q: 3 clusters Score -2.399348e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171404 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -23993486.000000 Penalty: 5988.433594
	Iteration 90Q: 3 clusters Score -2.399349e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171499 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -23993450.000000 Penalty: 5988.433594
	Iteration 91Q: 3 clusters Score -2.399345e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171579 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -23993452.000000 Penalty: 5988.433594
	Iteration 92Q: 3 clusters Score -2.399345e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171659 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -23993442.000000 Penalty: 5988.433594
	Iteration 93Q: 3 clusters Score -2.399344e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171740 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -23993446.000000 Penalty: 5988.433594
	Iteration 94Q: 3 clusters Score -2.399345e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171831 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -23993446.000000 Penalty: 5988.433594
	Iteration 95Q: 3 clusters Score -2.399345e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171912 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -23993470.000000 Penalty: 5988.433594
	Iteration 96Q: 3 clusters Score -2.399347e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171984 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -23993464.000000 Penalty: 5988.433594
	Iteration 97Q: 3 clusters Score -2.399346e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172062 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -23993460.000000 Penalty: 5988.433594
	Iteration 98Q: 3 clusters Score -2.399346e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172123 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -23993432.000000 Penalty: 5988.433594
	Iteration 99Q: 3 clusters Score -2.399343e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172179 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -23993426.000000 Penalty: 5988.433594
	Iteration 100F: 3 clusters Score -2.399343e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172226 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -23993440.000000 Penalty: 5988.433594
	Iteration 101Q: 3 clusters Score -2.399344e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172275 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -23993418.000000 Penalty: 5988.433594
	Iteration 102Q: 3 clusters Score -2.399342e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172323 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -23993434.000000 Penalty: 5988.433594
	Iteration 103Q: 3 clusters Score -2.399343e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172362 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -23993414.000000 Penalty: 5988.433594
	Iteration 104Q: 3 clusters Score -2.399341e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172401 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -23993416.000000 Penalty: 5988.433594
	Iteration 105Q: 3 clusters Score -2.399342e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172439 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -23993420.000000 Penalty: 5988.433594
	Iteration 106Q: 3 clusters Score -2.399342e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172475 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -23993412.000000 Penalty: 5988.433594
	Iteration 107Q: 3 clusters Score -2.399341e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172504 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -23993410.000000 Penalty: 5988.433594
	Iteration 108Q: 3 clusters Score -2.399341e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172528 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -23993390.000000 Penalty: 5988.433594
	Iteration 109Q: 3 clusters Score -2.399339e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172556 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -23993400.000000 Penalty: 5988.433594
	Iteration 110Q: 3 clusters Score -2.39934e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172583 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -23993422.000000 Penalty: 5988.433594
	Iteration 111Q: 3 clusters Score -2.399342e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172609 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -23993434.000000 Penalty: 5988.433594
	Iteration 112Q: 3 clusters Score -2.399343e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172636 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -23993436.000000 Penalty: 5988.433594
	Iteration 113Q: 3 clusters Score -2.399344e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172657 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -23993426.000000 Penalty: 5988.433594
	Iteration 114Q: 3 clusters Score -2.399343e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172682 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -23993428.000000 Penalty: 5988.433594
	Iteration 115Q: 3 clusters Score -2.399343e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172704 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -23993392.000000 Penalty: 5988.433594
	Iteration 116Q: 3 clusters Score -2.399339e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172720 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -23993402.000000 Penalty: 5988.433594
	Iteration 117Q: 3 clusters Score -2.39934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172730 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -23993402.000000 Penalty: 5988.433594
	Iteration 118Q: 3 clusters Score -2.39934e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172748 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -23993410.000000 Penalty: 5988.433594
	Iteration 119Q: 3 clusters Score -2.399341e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172763 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -23993412.000000 Penalty: 5988.433594
	Iteration 120F: 3 clusters Score -2.399341e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172774 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -23993396.000000 Penalty: 5988.433594
	Iteration 121Q: 3 clusters Score -2.39934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172784 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -23993406.000000 Penalty: 5988.433594
	Iteration 122Q: 3 clusters Score -2.399341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172794 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -23993406.000000 Penalty: 5988.433594
	Iteration 123Q: 3 clusters Score -2.399341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172801 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -23993394.000000 Penalty: 5988.433594
	Iteration 124Q: 3 clusters Score -2.399339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172805 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -23993410.000000 Penalty: 5988.433594
	Iteration 125Q: 3 clusters Score -2.399341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172810 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -23993410.000000 Penalty: 5988.433594
	Iteration 126Q: 3 clusters Score -2.399341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172813 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -23993422.000000 Penalty: 5988.433594
	Iteration 127Q: 3 clusters Score -2.399342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172818 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -23993412.000000 Penalty: 5988.433594
	Iteration 128Q: 3 clusters Score -2.399341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172820 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -23993416.000000 Penalty: 5988.433594
	Iteration 129Q: 3 clusters Score -2.399342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172823 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -23993404.000000 Penalty: 5988.433594
	Iteration 130Q: 3 clusters Score -2.39934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172828 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -23993404.000000 Penalty: 5988.433594
	Iteration 131Q: 3 clusters Score -2.39934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172835 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -23993416.000000 Penalty: 5988.433594
	Iteration 132Q: 3 clusters Score -2.399342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172842 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -23993428.000000 Penalty: 5988.433594
	Iteration 133Q: 3 clusters Score -2.399343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172848 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -23993430.000000 Penalty: 5988.433594
	Iteration 134Q: 3 clusters Score -2.399343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172857 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -23993424.000000 Penalty: 5988.433594
	Iteration 135Q: 3 clusters Score -2.399342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172863 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -23993430.000000 Penalty: 5988.433594
	Iteration 136Q: 3 clusters Score -2.399343e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172878 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -23993452.000000 Penalty: 5988.433594
	Iteration 137Q: 3 clusters Score -2.399345e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172887 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -23993454.000000 Penalty: 5988.433594
	Iteration 138Q: 3 clusters Score -2.399345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172893 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -23993450.000000 Penalty: 5988.433594
	Iteration 139Q: 3 clusters Score -2.399345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172898 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -23993454.000000 Penalty: 5988.433594
	Iteration 140F: 3 clusters Score -2.399345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172903 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -23993442.000000 Penalty: 5988.433594
	Iteration 141Q: 3 clusters Score -2.399344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172910 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -23993466.000000 Penalty: 5988.433594
	Iteration 142Q: 3 clusters Score -2.399347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172917 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -23993470.000000 Penalty: 5988.433594
	Iteration 143Q: 3 clusters Score -2.399347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172922 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -23993466.000000 Penalty: 5988.433594
	Iteration 144Q: 3 clusters Score -2.399347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172926 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -23993466.000000 Penalty: 5988.433594
	Iteration 145Q: 3 clusters Score -2.399347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172936 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -23993446.000000 Penalty: 5988.433594
	Iteration 146Q: 3 clusters Score -2.399345e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172945 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -23993448.000000 Penalty: 5988.433594
	Iteration 147Q: 3 clusters Score -2.399345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172950 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -23993442.000000 Penalty: 5988.433594
	Iteration 148Q: 3 clusters Score -2.399344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172961 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -23993456.000000 Penalty: 5988.433594
	Iteration 149Q: 3 clusters Score -2.399346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172971 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -23993430.000000 Penalty: 5988.433594
	Iteration 150Q: 3 clusters Score -2.399343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172979 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -23993432.000000 Penalty: 5988.433594
	Iteration 151Q: 3 clusters Score -2.399343e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172990 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -23993438.000000 Penalty: 5988.433594
	Iteration 152Q: 3 clusters Score -2.399344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172999 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -23993412.000000 Penalty: 5988.433594
	Iteration 153Q: 3 clusters Score -2.399341e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173010 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -23993426.000000 Penalty: 5988.433594
	Iteration 154Q: 3 clusters Score -2.399343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173014 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -23993416.000000 Penalty: 5988.433594
	Iteration 155Q: 3 clusters Score -2.399342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173017 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -23993416.000000 Penalty: 5988.433594
	Iteration 156Q: 3 clusters Score -2.399342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173022 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -23993408.000000 Penalty: 5988.433594
	Iteration 157Q: 3 clusters Score -2.399341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173025 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -23993408.000000 Penalty: 5988.433594
	Iteration 158Q: 3 clusters Score -2.399341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173030 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -23993418.000000 Penalty: 5988.433594
	Iteration 159Q: 3 clusters Score -2.399342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173033 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -23993412.000000 Penalty: 5988.433594
	Iteration 160F: 3 clusters Score -2.399341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173033 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -23993406.000000 Penalty: 5988.433594
	Iteration 161Q: 3 clusters Score -2.399341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173036 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -23993406.000000 Penalty: 5988.433594
	Iteration 162Q: 3 clusters Score -2.399341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173038 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -23993406.000000 Penalty: 5988.433594
	Iteration 163Q: 3 clusters Score -2.399341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173038 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -23993406.000000 Penalty: 5988.433594
	Iteration 164F: 3 clusters Score -2.399341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Entering Unmasked Estep 
Score: -124718.523438 Penalty: 1734.949951
	Iteration 0F: 2 clusters Score -124718.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -122828.343750 Penalty: 3469.899902
	Iteration 0F: 3 clusters Score -122828.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -123507.781250 Penalty: 3469.899902
	Iteration 1F: 3 clusters Score -123507.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -124048.234375 Penalty: 3469.899902
	Iteration 2F: 3 clusters Score -124048.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -124756.078125 Penalty: 3469.899902
	Iteration 3F: 3 clusters Score -124756.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -125190.953125 Penalty: 3469.899902
	Iteration 4F: 3 clusters Score -125191 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -125765.820312 Penalty: 3469.899902
	Iteration 5Q: 3 clusters Score -125765.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -126017.273438 Penalty: 3469.899902
	Iteration 6Q: 3 clusters Score -126017.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -126140.382812 Penalty: 3469.899902
	Iteration 7Q: 3 clusters Score -126140.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -126219.867188 Penalty: 3469.899902
	Iteration 8Q: 3 clusters Score -126219.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -126297.218750 Penalty: 3469.899902
	Iteration 9Q: 3 clusters Score -126297.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -126361.601562 Penalty: 3469.899902
	Iteration 10Q: 3 clusters Score -126361.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -126410.031250 Penalty: 3469.899902
	Iteration 11Q: 3 clusters Score -126410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -126468.375000 Penalty: 3469.899902
	Iteration 12Q: 3 clusters Score -126468.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -126501.531250 Penalty: 3469.899902
	Iteration 13Q: 3 clusters Score -126501.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -126550.421875 Penalty: 3469.899902
	Iteration 14Q: 3 clusters Score -126550.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -126625.875000 Penalty: 3469.899902
	Iteration 15Q: 3 clusters Score -126625.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -126631.835938 Penalty: 3469.899902
	Iteration 16Q: 3 clusters Score -126631.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -126631.835938 Penalty: 3469.899902
	Iteration 17F: 3 clusters Score -126631.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 126269 members 
Mstep: Class 3 contains 8850 members 
Mstep: Class 4 contains 119564 members 
Mstep: Class 5 contains 15692 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 6601 members 
Mstep: Class 8 contains 447 members 
Mstep: Class 9 contains 159478 members 
Mstep: Class 11 contains 155320 members 
Mstep: Class 12 contains 12610 members 
Mstep: Class 13 contains 175160 members 
Mstep: Class 14 contains 645 members 
Mstep: Class 16 contains 38780 members 
Mstep: Class 17 contains 36704 members 
Entering Unmasked Estep 
Score: -116078560.000000 Penalty: 50824.945312
Splitting cluster 14 changes total score from -116078160.000000 to -116078560.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 16 (38780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Entering Unmasked Estep 
Score: -5395269.500000 Penalty: 2620.283447
	Iteration 0F: 2 clusters Score -5395270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -5368893.500000 Penalty: 5240.566895
	Iteration 0F: 3 clusters Score -5368894 nChanged 17688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -5378423.500000 Penalty: 5240.566895
	Iteration 1F: 3 clusters Score -5378424 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -5378848.500000 Penalty: 5240.566895
	Iteration 2Q: 3 clusters Score -5378848 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -5379248.500000 Penalty: 5240.566895
	Iteration 3Q: 3 clusters Score -5379248 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -5379597.500000 Penalty: 5240.566895
	Iteration 4Q: 3 clusters Score -5379598 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -5380117.500000 Penalty: 5240.566895
	Iteration 5Q: 3 clusters Score -5380118 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -5380657.500000 Penalty: 5240.566895
	Iteration 6Q: 3 clusters Score -5380658 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -5381440.000000 Penalty: 5240.566895
	Iteration 7Q: 3 clusters Score -5381440 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -5382479.500000 Penalty: 5240.566895
	Iteration 8Q: 3 clusters Score -5382480 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -5383902.000000 Penalty: 5240.566895
	Iteration 9F: 3 clusters Score -5383902 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -5385706.500000 Penalty: 5240.566895
	Iteration 10F: 3 clusters Score -5385706 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -5387582.000000 Penalty: 5240.566895
	Iteration 11F: 3 clusters Score -5387582 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -5389109.500000 Penalty: 5240.566895
	Iteration 12F: 3 clusters Score -5389110 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -5389940.000000 Penalty: 5240.566895
	Iteration 13Q: 3 clusters Score -5389940 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -5390414.500000 Penalty: 5240.566895
	Iteration 14Q: 3 clusters Score -5390414 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -5390765.000000 Penalty: 5240.566895
	Iteration 15Q: 3 clusters Score -5390765 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -5390984.000000 Penalty: 5240.566895
	Iteration 16Q: 3 clusters Score -5390984 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -5391189.000000 Penalty: 5240.566895
	Iteration 17Q: 3 clusters Score -5391189 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -5391411.500000 Penalty: 5240.566895
	Iteration 18Q: 3 clusters Score -5391412 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -5391570.500000 Penalty: 5240.566895
	Iteration 19Q: 3 clusters Score -5391570 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -5391754.500000 Penalty: 5240.566895
	Iteration 20F: 3 clusters Score -5391754 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -5391881.500000 Penalty: 5240.566895
	Iteration 21Q: 3 clusters Score -5391882 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -5392025.500000 Penalty: 5240.566895
	Iteration 22Q: 3 clusters Score -5392026 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -5392180.000000 Penalty: 5240.566895
	Iteration 23Q: 3 clusters Score -5392180 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -5392314.500000 Penalty: 5240.566895
	Iteration 24Q: 3 clusters Score -5392314 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -5392411.500000 Penalty: 5240.566895
	Iteration 25Q: 3 clusters Score -5392412 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -5392518.000000 Penalty: 5240.566895
	Iteration 26Q: 3 clusters Score -5392518 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -5392597.500000 Penalty: 5240.566895
	Iteration 27Q: 3 clusters Score -5392598 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -5392682.000000 Penalty: 5240.566895
	Iteration 28Q: 3 clusters Score -5392682 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -5392751.500000 Penalty: 5240.566895
	Iteration 29Q: 3 clusters Score -5392752 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -5392801.500000 Penalty: 5240.566895
	Iteration 30Q: 3 clusters Score -5392802 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -5392849.500000 Penalty: 5240.566895
	Iteration 31Q: 3 clusters Score -5392850 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -5392873.000000 Penalty: 5240.566895
	Iteration 32Q: 3 clusters Score -5392873 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -5392892.000000 Penalty: 5240.566895
	Iteration 33Q: 3 clusters Score -5392892 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -5392929.000000 Penalty: 5240.566895
	Iteration 34Q: 3 clusters Score -5392929 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -5392948.500000 Penalty: 5240.566895
	Iteration 35Q: 3 clusters Score -5392948 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -5392995.500000 Penalty: 5240.566895
	Iteration 36Q: 3 clusters Score -5392996 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -5393025.500000 Penalty: 5240.566895
	Iteration 37Q: 3 clusters Score -5393026 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -5393061.000000 Penalty: 5240.566895
	Iteration 38Q: 3 clusters Score -5393061 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -5393081.500000 Penalty: 5240.566895
	Iteration 39Q: 3 clusters Score -5393082 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -5393092.000000 Penalty: 5240.566895
	Iteration 40F: 3 clusters Score -5393092 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -5393105.000000 Penalty: 5240.566895
	Iteration 41Q: 3 clusters Score -5393105 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -5393119.500000 Penalty: 5240.566895
	Iteration 42Q: 3 clusters Score -5393120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -5393144.000000 Penalty: 5240.566895
	Iteration 43Q: 3 clusters Score -5393144 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -5393162.000000 Penalty: 5240.566895
	Iteration 44Q: 3 clusters Score -5393162 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -5393183.000000 Penalty: 5240.566895
	Iteration 45Q: 3 clusters Score -5393183 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -5393199.000000 Penalty: 5240.566895
	Iteration 46Q: 3 clusters Score -5393199 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -5393219.500000 Penalty: 5240.566895
	Iteration 47Q: 3 clusters Score -5393220 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -5393242.500000 Penalty: 5240.566895
	Iteration 48Q: 3 clusters Score -5393242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -5393254.500000 Penalty: 5240.566895
	Iteration 49Q: 3 clusters Score -5393254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -5393257.000000 Penalty: 5240.566895
	Iteration 50Q: 3 clusters Score -5393257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -5393277.500000 Penalty: 5240.566895
	Iteration 51Q: 3 clusters Score -5393278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -5393278.000000 Penalty: 5240.566895
	Iteration 52Q: 3 clusters Score -5393278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -5393287.000000 Penalty: 5240.566895
	Iteration 53Q: 3 clusters Score -5393287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -5393291.000000 Penalty: 5240.566895
	Iteration 54Q: 3 clusters Score -5393291 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -5393307.500000 Penalty: 5240.566895
	Iteration 55Q: 3 clusters Score -5393308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -5393321.500000 Penalty: 5240.566895
	Iteration 56Q: 3 clusters Score -5393322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -5393318.500000 Penalty: 5240.566895
	Iteration 57Q: 3 clusters Score -5393318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -5393316.500000 Penalty: 5240.566895
	Iteration 58Q: 3 clusters Score -5393316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -5393330.500000 Penalty: 5240.566895
	Iteration 59Q: 3 clusters Score -5393330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -5393341.000000 Penalty: 5240.566895
	Iteration 60F: 3 clusters Score -5393341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -5393342.500000 Penalty: 5240.566895
	Iteration 61Q: 3 clusters Score -5393342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -5393346.500000 Penalty: 5240.566895
	Iteration 62Q: 3 clusters Score -5393346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -5393346.500000 Penalty: 5240.566895
	Iteration 63Q: 3 clusters Score -5393346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -5393350.500000 Penalty: 5240.566895
	Iteration 64Q: 3 clusters Score -5393350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -5393359.000000 Penalty: 5240.566895
	Iteration 65Q: 3 clusters Score -5393359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -5393359.000000 Penalty: 5240.566895
	Iteration 66Q: 3 clusters Score -5393359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -5393357.500000 Penalty: 5240.566895
	Iteration 67Q: 3 clusters Score -5393358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -5393360.500000 Penalty: 5240.566895
	Iteration 68Q: 3 clusters Score -5393360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -5393351.000000 Penalty: 5240.566895
	Iteration 69Q: 3 clusters Score -5393351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -5393354.500000 Penalty: 5240.566895
	Iteration 70Q: 3 clusters Score -5393354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -5393354.000000 Penalty: 5240.566895
	Iteration 71Q: 3 clusters Score -5393354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -5393355.000000 Penalty: 5240.566895
	Iteration 72Q: 3 clusters Score -5393355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -5393357.000000 Penalty: 5240.566895
	Iteration 73Q: 3 clusters Score -5393357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -5393350.500000 Penalty: 5240.566895
	Iteration 74Q: 3 clusters Score -5393350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -5393352.000000 Penalty: 5240.566895
	Iteration 75Q: 3 clusters Score -5393352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -5393352.500000 Penalty: 5240.566895
	Iteration 76Q: 3 clusters Score -5393352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -5393358.000000 Penalty: 5240.566895
	Iteration 77Q: 3 clusters Score -5393358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -5393372.500000 Penalty: 5240.566895
	Iteration 78Q: 3 clusters Score -5393372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -5393371.500000 Penalty: 5240.566895
	Iteration 79Q: 3 clusters Score -5393372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -5393379.000000 Penalty: 5240.566895
	Iteration 80F: 3 clusters Score -5393379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -5393385.500000 Penalty: 5240.566895
	Iteration 81Q: 3 clusters Score -5393386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -5393389.500000 Penalty: 5240.566895
	Iteration 82Q: 3 clusters Score -5393390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -5393384.000000 Penalty: 5240.566895
	Iteration 83Q: 3 clusters Score -5393384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -5393389.500000 Penalty: 5240.566895
	Iteration 84Q: 3 clusters Score -5393390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -5393383.000000 Penalty: 5240.566895
	Iteration 85Q: 3 clusters Score -5393383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -5393386.500000 Penalty: 5240.566895
	Iteration 86Q: 3 clusters Score -5393386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -5393385.500000 Penalty: 5240.566895
	Iteration 87Q: 3 clusters Score -5393386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -5393387.000000 Penalty: 5240.566895
	Iteration 88Q: 3 clusters Score -5393387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -5393387.000000 Penalty: 5240.566895
	Iteration 89F: 3 clusters Score -5393387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (36704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Entering Unmasked Estep 
Score: -4959318.500000 Penalty: 2606.638916
	Iteration 0F: 2 clusters Score -4959318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -4934430.500000 Penalty: 5213.277832
	Iteration 0F: 3 clusters Score -4934430 nChanged 16637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -4943433.500000 Penalty: 5213.277832
	Iteration 1F: 3 clusters Score -4943434 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -4943887.000000 Penalty: 5213.277832
	Iteration 2Q: 3 clusters Score -4943887 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -4944248.500000 Penalty: 5213.277832
	Iteration 3Q: 3 clusters Score -4944248 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -4944669.000000 Penalty: 5213.277832
	Iteration 4Q: 3 clusters Score -4944669 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -4945140.000000 Penalty: 5213.277832
	Iteration 5Q: 3 clusters Score -4945140 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -4945872.000000 Penalty: 5213.277832
	Iteration 6Q: 3 clusters Score -4945872 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -4946953.500000 Penalty: 5213.277832
	Iteration 7F: 3 clusters Score -4946954 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -4948536.000000 Penalty: 5213.277832
	Iteration 8F: 3 clusters Score -4948536 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -4950385.000000 Penalty: 5213.277832
	Iteration 9F: 3 clusters Score -4950385 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -4952217.000000 Penalty: 5213.277832
	Iteration 10F: 3 clusters Score -4952217 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -4953796.500000 Penalty: 5213.277832
	Iteration 11Q: 3 clusters Score -4953796 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -4955157.500000 Penalty: 5213.277832
	Iteration 12Q: 3 clusters Score -4955158 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -4956214.500000 Penalty: 5213.277832
	Iteration 13Q: 3 clusters Score -4956214 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -4956708.000000 Penalty: 5213.277832
	Iteration 14Q: 3 clusters Score -4956708 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -4956989.500000 Penalty: 5213.277832
	Iteration 15Q: 3 clusters Score -4956990 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -4957116.500000 Penalty: 5213.277832
	Iteration 16Q: 3 clusters Score -4957116 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -4957172.000000 Penalty: 5213.277832
	Iteration 17Q: 3 clusters Score -4957172 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -4957211.500000 Penalty: 5213.277832
	Iteration 18Q: 3 clusters Score -4957212 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -4957237.500000 Penalty: 5213.277832
	Iteration 19Q: 3 clusters Score -4957238 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -4957247.500000 Penalty: 5213.277832
	Iteration 20F: 3 clusters Score -4957248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -4957256.000000 Penalty: 5213.277832
	Iteration 21Q: 3 clusters Score -4957256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -4957265.500000 Penalty: 5213.277832
	Iteration 22Q: 3 clusters Score -4957266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -4957278.500000 Penalty: 5213.277832
	Iteration 23Q: 3 clusters Score -4957278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -4957276.000000 Penalty: 5213.277832
	Iteration 24Q: 3 clusters Score -4957276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -4957278.500000 Penalty: 5213.277832
	Iteration 25Q: 3 clusters Score -4957278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -4957278.000000 Penalty: 5213.277832
	Iteration 26Q: 3 clusters Score -4957278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -4957279.000000 Penalty: 5213.277832
	Iteration 27Q: 3 clusters Score -4957279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -4957273.000000 Penalty: 5213.277832
	Iteration 28Q: 3 clusters Score -4957273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -4957280.000000 Penalty: 5213.277832
	Iteration 29Q: 3 clusters Score -4957280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -4957283.000000 Penalty: 5213.277832
	Iteration 30Q: 3 clusters Score -4957283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -4957282.000000 Penalty: 5213.277832
	Iteration 31Q: 3 clusters Score -4957282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -4957296.500000 Penalty: 5213.277832
	Iteration 32Q: 3 clusters Score -4957296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -4957296.000000 Penalty: 5213.277832
	Iteration 33Q: 3 clusters Score -4957296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -4957303.000000 Penalty: 5213.277832
	Iteration 34Q: 3 clusters Score -4957303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -4957300.000000 Penalty: 5213.277832
	Iteration 35Q: 3 clusters Score -4957300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -4957303.000000 Penalty: 5213.277832
	Iteration 36Q: 3 clusters Score -4957303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -4957302.000000 Penalty: 5213.277832
	Iteration 37Q: 3 clusters Score -4957302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -4957305.500000 Penalty: 5213.277832
	Iteration 38Q: 3 clusters Score -4957306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -4957306.000000 Penalty: 5213.277832
	Iteration 39Q: 3 clusters Score -4957306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -4957303.500000 Penalty: 5213.277832
	Iteration 40F: 3 clusters Score -4957304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -4957303.000000 Penalty: 5213.277832
	Iteration 41Q: 3 clusters Score -4957303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -4957304.500000 Penalty: 5213.277832
	Iteration 42Q: 3 clusters Score -4957304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -4957298.000000 Penalty: 5213.277832
	Iteration 43Q: 3 clusters Score -4957298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -4957301.500000 Penalty: 5213.277832
	Iteration 44Q: 3 clusters Score -4957302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -4957301.500000 Penalty: 5213.277832
	Iteration 45F: 3 clusters Score -4957302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 126269 members 
Mstep: Class 3 contains 8850 members 
Mstep: Class 4 contains 119564 members 
Mstep: Class 5 contains 15692 members 
Mstep: Class 7 contains 6601 members 
Mstep: Class 9 contains 159478 members 
Mstep: Class 11 contains 155320 members 
Mstep: Class 12 contains 12610 members 
Mstep: Class 13 contains 175160 members 
Mstep: Class 14 contains 645 members 
Mstep: Class 16 contains 38780 members 
Mstep: Class 17 contains 36704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116078744.000000 Penalty: 50824.945312
Iteration 79Q: 16 clusters Score -1.160787e+08 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 126927 members 
Mstep: Class 3 contains 8866 members 
Mstep: Class 4 contains 120144 members 
Mstep: Class 5 contains 15641 members 
Mstep: Class 6 contains 1150 members 
Mstep: Class 7 contains 6598 members 
Mstep: Class 8 contains 449 members 
Mstep: Class 9 contains 159099 members 
Mstep: Class 11 contains 155015 members 
Mstep: Class 12 contains 12602 members 
Mstep: Class 13 contains 174827 members 
Mstep: Class 14 contains 646 members 
Mstep: Class 16 contains 38416 members 
Mstep: Class 17 contains 36888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116079448.000000 Penalty: 50824.945312
Iteration 80F: 16 clusters Score -1.160794e+08 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 127554 members 
Mstep: Class 3 contains 8874 members 
Mstep: Class 4 contains 120609 members 
Mstep: Class 5 contains 15591 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 6589 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 158717 members 
Mstep: Class 11 contains 154658 members 
Mstep: Class 12 contains 12580 members 
Mstep: Class 13 contains 174595 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 16 contains 38112 members 
Mstep: Class 17 contains 37080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116079800.000000 Penalty: 50824.945312
Iteration 81Q: 16 clusters Score -1.160798e+08 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 128110 members 
Mstep: Class 3 contains 8882 members 
Mstep: Class 4 contains 121058 members 
Mstep: Class 5 contains 15558 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6579 members 
Mstep: Class 8 contains 502 members 
Mstep: Class 9 contains 158327 members 
Mstep: Class 11 contains 154318 members 
Mstep: Class 12 contains 12546 members 
Mstep: Class 13 contains 174408 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 37863 members 
Mstep: Class 17 contains 37297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080672.000000 Penalty: 50824.945312
Iteration 82Q: 16 clusters Score -1.160807e+08 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 128635 members 
Mstep: Class 3 contains 8909 members 
Mstep: Class 4 contains 121464 members 
Mstep: Class 5 contains 15506 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6584 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 157958 members 
Mstep: Class 11 contains 153965 members 
Mstep: Class 12 contains 12493 members 
Mstep: Class 13 contains 174272 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 37653 members 
Mstep: Class 17 contains 37499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081272.000000 Penalty: 50824.945312
Iteration 83Q: 16 clusters Score -1.160813e+08 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 129142 members 
Mstep: Class 3 contains 8924 members 
Mstep: Class 4 contains 121840 members 
Mstep: Class 5 contains 15452 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6588 members 
Mstep: Class 8 contains 507 members 
Mstep: Class 9 contains 157619 members 
Mstep: Class 11 contains 153570 members 
Mstep: Class 12 contains 12460 members 
Mstep: Class 13 contains 174145 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 37490 members 
Mstep: Class 17 contains 37706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081672.000000 Penalty: 50824.945312
Iteration 84Q: 16 clusters Score -1.160817e+08 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 129574 members 
Mstep: Class 3 contains 8937 members 
Mstep: Class 4 contains 122141 members 
Mstep: Class 5 contains 15425 members 
Mstep: Class 6 contains 1188 members 
Mstep: Class 7 contains 6597 members 
Mstep: Class 8 contains 507 members 
Mstep: Class 9 contains 157367 members 
Mstep: Class 11 contains 153145 members 
Mstep: Class 12 contains 12458 members 
Mstep: Class 13 contains 174063 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 37339 members 
Mstep: Class 17 contains 37888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082160.000000 Penalty: 50824.945312
Iteration 85Q: 16 clusters Score -1.160822e+08 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 130022 members 
Mstep: Class 3 contains 8957 members 
Mstep: Class 4 contains 122401 members 
Mstep: Class 5 contains 15390 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 6592 members 
Mstep: Class 8 contains 508 members 
Mstep: Class 9 contains 157162 members 
Mstep: Class 11 contains 152651 members 
Mstep: Class 12 contains 12473 members 
Mstep: Class 13 contains 174024 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 37202 members 
Mstep: Class 17 contains 38057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082384.000000 Penalty: 50824.945312
Iteration 86Q: 16 clusters Score -1.160824e+08 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 130457 members 
Mstep: Class 3 contains 8976 members 
Mstep: Class 4 contains 122684 members 
Mstep: Class 5 contains 15362 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 6591 members 
Mstep: Class 8 contains 508 members 
Mstep: Class 9 contains 156906 members 
Mstep: Class 11 contains 152102 members 
Mstep: Class 12 contains 12510 members 
Mstep: Class 13 contains 174035 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 37097 members 
Mstep: Class 17 contains 38211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082672.000000 Penalty: 50824.945312
Iteration 87Q: 16 clusters Score -1.160827e+08 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 130861 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 122995 members 
Mstep: Class 5 contains 15336 members 
Mstep: Class 6 contains 1188 members 
Mstep: Class 7 contains 6590 members 
Mstep: Class 8 contains 509 members 
Mstep: Class 9 contains 156676 members 
Mstep: Class 11 contains 151599 members 
Mstep: Class 12 contains 12540 members 
Mstep: Class 13 contains 174014 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 36971 members 
Mstep: Class 17 contains 38355 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 16 clusters Score -1.160829e+08 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 131215 members 
Mstep: Class 3 contains 9003 members 
Mstep: Class 4 contains 123266 members 
Mstep: Class 5 contains 15297 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6604 members 
Mstep: Class 8 contains 512 members 
Mstep: Class 9 contains 156473 members 
Mstep: Class 11 contains 151143 members 
Mstep: Class 12 contains 12572 members 
Mstep: Class 13 contains 174012 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 36841 members 
Mstep: Class 17 contains 38503 members 
Entering Unmasked Estep 
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Iteration 89Q: 16 clusters Score -1.160834e+08 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 131565 members 
Mstep: Class 3 contains 9013 members 
Mstep: Class 4 contains 123512 members 
Mstep: Class 5 contains 15259 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6612 members 
Mstep: Class 8 contains 512 members 
Mstep: Class 9 contains 156252 members 
Mstep: Class 11 contains 150720 members 
Mstep: Class 12 contains 12573 members 
Mstep: Class 13 contains 174053 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 36718 members 
Mstep: Class 17 contains 38651 members 
Entering Unmasked Estep 
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Iteration 90Q: 16 clusters Score -1.160839e+08 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 131895 members 
Mstep: Class 3 contains 9024 members 
Mstep: Class 4 contains 123744 members 
Mstep: Class 5 contains 15235 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6620 members 
Mstep: Class 8 contains 512 members 
Mstep: Class 9 contains 156042 members 
Mstep: Class 11 contains 150290 members 
Mstep: Class 12 contains 12567 members 
Mstep: Class 13 contains 174085 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 36604 members 
Mstep: Class 17 contains 38822 members 
Entering Unmasked Estep 
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Iteration 91Q: 16 clusters Score -1.160841e+08 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 132241 members 
Mstep: Class 3 contains 9040 members 
Mstep: Class 4 contains 123974 members 
Mstep: Class 5 contains 15221 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6629 members 
Mstep: Class 8 contains 512 members 
Mstep: Class 9 contains 155870 members 
Mstep: Class 11 contains 149794 members 
Mstep: Class 12 contains 12548 members 
Mstep: Class 13 contains 174104 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 36523 members 
Mstep: Class 17 contains 38984 members 
Entering Unmasked Estep 
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Iteration 92Q: 16 clusters Score -1.160844e+08 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 132553 members 
Mstep: Class 3 contains 9050 members 
Mstep: Class 4 contains 124200 members 
Mstep: Class 5 contains 15203 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6630 members 
Mstep: Class 8 contains 512 members 
Mstep: Class 9 contains 155685 members 
Mstep: Class 11 contains 149323 members 
Mstep: Class 12 contains 12512 members 
Mstep: Class 13 contains 174199 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 36432 members 
Mstep: Class 17 contains 39141 members 
Entering Unmasked Estep 
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Iteration 93Q: 16 clusters Score -1.160844e+08 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 132942 members 
Mstep: Class 3 contains 9056 members 
Mstep: Class 4 contains 124362 members 
Mstep: Class 5 contains 15181 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6635 members 
Mstep: Class 8 contains 512 members 
Mstep: Class 9 contains 155515 members 
Mstep: Class 11 contains 148849 members 
Mstep: Class 12 contains 12478 members 
Mstep: Class 13 contains 174266 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 36360 members 
Mstep: Class 17 contains 39284 members 
Entering Unmasked Estep 
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Iteration 94Q: 16 clusters Score -1.160848e+08 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 133347 members 
Mstep: Class 3 contains 9069 members 
Mstep: Class 4 contains 124536 members 
Mstep: Class 5 contains 15165 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6631 members 
Mstep: Class 8 contains 512 members 
Mstep: Class 9 contains 155326 members 
Mstep: Class 11 contains 148434 members 
Mstep: Class 12 contains 12461 members 
Mstep: Class 13 contains 174266 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 36272 members 
Mstep: Class 17 contains 39421 members 
Entering Unmasked Estep 
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Iteration 95Q: 16 clusters Score -1.160849e+08 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 133787 members 
Mstep: Class 3 contains 9080 members 
Mstep: Class 4 contains 124700 members 
Mstep: Class 5 contains 15139 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6626 members 
Mstep: Class 8 contains 512 members 
Mstep: Class 9 contains 155151 members 
Mstep: Class 11 contains 147972 members 
Mstep: Class 12 contains 12434 members 
Mstep: Class 13 contains 174295 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 36190 members 
Mstep: Class 17 contains 39554 members 
Entering Unmasked Estep 
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Iteration 96Q: 16 clusters Score -1.160852e+08 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 134220 members 
Mstep: Class 3 contains 9089 members 
Mstep: Class 4 contains 124852 members 
Mstep: Class 5 contains 15107 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6629 members 
Mstep: Class 8 contains 512 members 
Mstep: Class 9 contains 155034 members 
Mstep: Class 11 contains 147462 members 
Mstep: Class 12 contains 12439 members 
Mstep: Class 13 contains 174313 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 36108 members 
Mstep: Class 17 contains 39675 members 
Entering Unmasked Estep 
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Iteration 97Q: 16 clusters Score -1.160857e+08 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 134654 members 
Mstep: Class 3 contains 9100 members 
Mstep: Class 4 contains 124956 members 
Mstep: Class 5 contains 15076 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6638 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 154914 members 
Mstep: Class 11 contains 146966 members 
Mstep: Class 12 contains 12439 members 
Mstep: Class 13 contains 174383 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 36017 members 
Mstep: Class 17 contains 39784 members 
Entering Unmasked Estep 
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Iteration 98Q: 16 clusters Score -1.16086e+08 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 135022 members 
Mstep: Class 3 contains 9112 members 
Mstep: Class 4 contains 125050 members 
Mstep: Class 5 contains 15037 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6648 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 154810 members 
Mstep: Class 11 contains 146511 members 
Mstep: Class 12 contains 12450 members 
Mstep: Class 13 contains 174469 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35939 members 
Mstep: Class 17 contains 39877 members 
Entering Unmasked Estep 
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Iteration 99Q: 16 clusters Score -1.160863e+08 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 135389 members 
Mstep: Class 3 contains 9131 members 
Mstep: Class 4 contains 125128 members 
Mstep: Class 5 contains 15009 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6645 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 154695 members 
Mstep: Class 11 contains 146124 members 
Mstep: Class 12 contains 12448 members 
Mstep: Class 13 contains 174522 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35864 members 
Mstep: Class 17 contains 39969 members 
Entering Unmasked Estep 
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Iteration 100F: 16 clusters Score -1.160867e+08 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 135751 members 
Mstep: Class 3 contains 9143 members 
Mstep: Class 4 contains 125211 members 
Mstep: Class 5 contains 14972 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6649 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 154558 members 
Mstep: Class 11 contains 145734 members 
Mstep: Class 12 contains 12424 members 
Mstep: Class 13 contains 174616 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35809 members 
Mstep: Class 17 contains 40057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116087104.000000 Penalty: 50824.945312
Iteration 101Q: 16 clusters Score -1.160871e+08 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 136157 members 
Mstep: Class 3 contains 9148 members 
Mstep: Class 4 contains 125288 members 
Mstep: Class 5 contains 14952 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6654 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 154463 members 
Mstep: Class 11 contains 145260 members 
Mstep: Class 12 contains 12386 members 
Mstep: Class 13 contains 174705 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35749 members 
Mstep: Class 17 contains 40161 members 
Entering Unmasked Estep 
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Iteration 102Q: 16 clusters Score -1.16087e+08 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 136567 members 
Mstep: Class 3 contains 9150 members 
Mstep: Class 4 contains 125340 members 
Mstep: Class 5 contains 14920 members 
Mstep: Class 6 contains 1188 members 
Mstep: Class 7 contains 6655 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 154406 members 
Mstep: Class 11 contains 144785 members 
Mstep: Class 12 contains 12361 members 
Mstep: Class 13 contains 174788 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35695 members 
Mstep: Class 17 contains 40255 members 
Entering Unmasked Estep 
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Score: -116087336.000000 Penalty: 50824.945312
Iteration 103Q: 16 clusters Score -1.160873e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 136979 members 
Mstep: Class 3 contains 9158 members 
Mstep: Class 4 contains 125400 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 6 contains 1188 members 
Mstep: Class 7 contains 6650 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 154328 members 
Mstep: Class 11 contains 144329 members 
Mstep: Class 12 contains 12325 members 
Mstep: Class 13 contains 174897 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35631 members 
Mstep: Class 17 contains 40342 members 
Entering Unmasked Estep 
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Iteration 104Q: 16 clusters Score -1.160873e+08 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 137425 members 
Mstep: Class 3 contains 9170 members 
Mstep: Class 4 contains 125419 members 
Mstep: Class 5 contains 14869 members 
Mstep: Class 6 contains 1188 members 
Mstep: Class 7 contains 6646 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 154243 members 
Mstep: Class 11 contains 143843 members 
Mstep: Class 12 contains 12286 members 
Mstep: Class 13 contains 175021 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35582 members 
Mstep: Class 17 contains 40418 members 
Entering Unmasked Estep 
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Iteration 105Q: 16 clusters Score -1.160875e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 137854 members 
Mstep: Class 3 contains 9175 members 
Mstep: Class 4 contains 125430 members 
Mstep: Class 5 contains 14845 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 6646 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 154155 members 
Mstep: Class 11 contains 143402 members 
Mstep: Class 12 contains 12259 members 
Mstep: Class 13 contains 175121 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35539 members 
Mstep: Class 17 contains 40495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116087464.000000 Penalty: 50824.945312
Iteration 106Q: 16 clusters Score -1.160875e+08 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 138326 members 
Mstep: Class 3 contains 9183 members 
Mstep: Class 4 contains 125435 members 
Mstep: Class 5 contains 14811 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 6641 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 154051 members 
Mstep: Class 11 contains 143015 members 
Mstep: Class 12 contains 12241 members 
Mstep: Class 13 contains 175173 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35480 members 
Mstep: Class 17 contains 40564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116087752.000000 Penalty: 50824.945312
Iteration 107Q: 16 clusters Score -1.160878e+08 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 138838 members 
Mstep: Class 3 contains 9194 members 
Mstep: Class 4 contains 125441 members 
Mstep: Class 5 contains 14779 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 6645 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 153909 members 
Mstep: Class 11 contains 142647 members 
Mstep: Class 12 contains 12226 members 
Mstep: Class 13 contains 175193 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35412 members 
Mstep: Class 17 contains 40636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116087840.000000 Penalty: 50824.945312
Iteration 108Q: 16 clusters Score -1.160878e+08 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 139325 members 
Mstep: Class 3 contains 9208 members 
Mstep: Class 4 contains 125429 members 
Mstep: Class 5 contains 14748 members 
Mstep: Class 6 contains 1190 members 
Mstep: Class 7 contains 6649 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 153777 members 
Mstep: Class 11 contains 142270 members 
Mstep: Class 12 contains 12228 members 
Mstep: Class 13 contains 175189 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 35366 members 
Mstep: Class 17 contains 40728 members 
Entering Unmasked Estep 
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Iteration 109Q: 16 clusters Score -1.16088e+08 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 139768 members 
Mstep: Class 3 contains 9221 members 
Mstep: Class 4 contains 125369 members 
Mstep: Class 5 contains 14721 members 
Mstep: Class 6 contains 1190 members 
Mstep: Class 7 contains 6645 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 153649 members 
Mstep: Class 11 contains 141950 members 
Mstep: Class 12 contains 12235 members 
Mstep: Class 13 contains 175233 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 35309 members 
Mstep: Class 17 contains 40817 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 16 clusters Score -1.160883e+08 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 140199 members 
Mstep: Class 3 contains 9238 members 
Mstep: Class 4 contains 125326 members 
Mstep: Class 5 contains 14694 members 
Mstep: Class 6 contains 1190 members 
Mstep: Class 7 contains 6644 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 153532 members 
Mstep: Class 11 contains 141634 members 
Mstep: Class 12 contains 12241 members 
Mstep: Class 13 contains 175279 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 35243 members 
Mstep: Class 17 contains 40887 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 16 clusters Score -1.160883e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 140683 members 
Mstep: Class 3 contains 9247 members 
Mstep: Class 4 contains 125253 members 
Mstep: Class 5 contains 14673 members 
Mstep: Class 6 contains 1190 members 
Mstep: Class 7 contains 6640 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 153392 members 
Mstep: Class 11 contains 141285 members 
Mstep: Class 12 contains 12244 members 
Mstep: Class 13 contains 175378 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 35172 members 
Mstep: Class 17 contains 40949 members 
Entering Unmasked Estep 
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Iteration 112Q: 16 clusters Score -1.160883e+08 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 141199 members 
Mstep: Class 3 contains 9259 members 
Mstep: Class 4 contains 125219 members 
Mstep: Class 5 contains 14656 members 
Mstep: Class 6 contains 1190 members 
Mstep: Class 7 contains 6638 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 153220 members 
Mstep: Class 11 contains 140933 members 
Mstep: Class 12 contains 12249 members 
Mstep: Class 13 contains 175413 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 35116 members 
Mstep: Class 17 contains 41014 members 
Entering Unmasked Estep 
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Iteration 113Q: 16 clusters Score -1.160884e+08 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 141693 members 
Mstep: Class 3 contains 9275 members 
Mstep: Class 4 contains 125199 members 
Mstep: Class 5 contains 14630 members 
Mstep: Class 6 contains 1190 members 
Mstep: Class 7 contains 6639 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 153076 members 
Mstep: Class 11 contains 140554 members 
Mstep: Class 12 contains 12250 members 
Mstep: Class 13 contains 175473 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 35052 members 
Mstep: Class 17 contains 41075 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 16 clusters Score -1.160884e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 142182 members 
Mstep: Class 3 contains 9288 members 
Mstep: Class 4 contains 125163 members 
Mstep: Class 5 contains 14612 members 
Mstep: Class 6 contains 1190 members 
Mstep: Class 7 contains 6641 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 152963 members 
Mstep: Class 11 contains 140158 members 
Mstep: Class 12 contains 12244 members 
Mstep: Class 13 contains 175568 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 34986 members 
Mstep: Class 17 contains 41113 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 115Q: 16 clusters Score -1.160883e+08 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 142691 members 
Mstep: Class 3 contains 9305 members 
Mstep: Class 4 contains 125108 members 
Mstep: Class 5 contains 14596 members 
Mstep: Class 6 contains 1190 members 
Mstep: Class 7 contains 6644 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 152843 members 
Mstep: Class 11 contains 139793 members 
Mstep: Class 12 contains 12228 members 
Mstep: Class 13 contains 175621 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 34936 members 
Mstep: Class 17 contains 41153 members 
Entering Unmasked Estep 
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Iteration 116Q: 16 clusters Score -1.160882e+08 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 143146 members 
Mstep: Class 3 contains 9318 members 
Mstep: Class 4 contains 125085 members 
Mstep: Class 5 contains 14577 members 
Mstep: Class 6 contains 1190 members 
Mstep: Class 7 contains 6645 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 152742 members 
Mstep: Class 11 contains 139428 members 
Mstep: Class 12 contains 12222 members 
Mstep: Class 13 contains 175690 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 34885 members 
Mstep: Class 17 contains 41180 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 117Q: 16 clusters Score -1.160883e+08 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 143641 members 
Mstep: Class 3 contains 9327 members 
Mstep: Class 4 contains 125062 members 
Mstep: Class 5 contains 14553 members 
Mstep: Class 6 contains 1190 members 
Mstep: Class 7 contains 6644 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 152644 members 
Mstep: Class 11 contains 139007 members 
Mstep: Class 12 contains 12213 members 
Mstep: Class 13 contains 175762 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 34843 members 
Mstep: Class 17 contains 41222 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 118Q: 16 clusters Score -1.160883e+08 nChanged 1792
Entering ConstructFrom: 
Score: -116088256.000000 Penalty: 50824.945312
Entering ConstructFrom: 
Trying to split cluster 1 (951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Entering Unmasked Estep 
Score: -121489.062500 Penalty: 1700.663452
	Iteration 0F: 2 clusters Score -121489.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -119548.289062 Penalty: 3401.326904
	Iteration 0F: 3 clusters Score -119548.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -119818.117188 Penalty: 3401.326904
	Iteration 1F: 3 clusters Score -119818.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -119912.625000 Penalty: 3401.326904
	Iteration 2F: 3 clusters Score -119912.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -119972.523438 Penalty: 3401.326904
	Iteration 3Q: 3 clusters Score -119972.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -119996.242188 Penalty: 3401.326904
	Iteration 4Q: 3 clusters Score -119996.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -120007.726562 Penalty: 3401.326904
	Iteration 5Q: 3 clusters Score -120007.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -120019.765625 Penalty: 3401.326904
	Iteration 6Q: 3 clusters Score -120019.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -120031.648438 Penalty: 3401.326904
	Iteration 7Q: 3 clusters Score -120031.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -120045.742188 Penalty: 3401.326904
	Iteration 8Q: 3 clusters Score -120045.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -120056.851562 Penalty: 3401.326904
	Iteration 9Q: 3 clusters Score -120056.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -120062.593750 Penalty: 3401.326904
	Iteration 10Q: 3 clusters Score -120062.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -120062.593750 Penalty: 3401.326904
	Iteration 11F: 3 clusters Score -120062.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (144132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144132 members 
Entering Unmasked Estep 
Score: -19834484.000000 Penalty: 2945.864258
	Iteration 0F: 2 clusters Score -1.983448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72064 members 
Mstep: Class 2 contains 72068 members 
Entering Unmasked Estep 
Score: -19738118.000000 Penalty: 5891.728516
	Iteration 0F: 3 clusters Score -1.973812e+07 nChanged 68745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71785 members 
Mstep: Class 2 contains 72347 members 
Entering Unmasked Estep 
Score: -19778272.000000 Penalty: 5891.728516
	Iteration 1F: 3 clusters Score -1.977827e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71371 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -19779508.000000 Penalty: 5891.728516
	Iteration 2Q: 3 clusters Score -1.977951e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70701 members 
Mstep: Class 2 contains 73431 members 
Entering Unmasked Estep 
Score: -19781124.000000 Penalty: 5891.728516
	Iteration 3Q: 3 clusters Score -1.978112e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69594 members 
Mstep: Class 2 contains 74538 members 
Entering Unmasked Estep 
Score: -19783170.000000 Penalty: 5891.728516
	Iteration 4Q: 3 clusters Score -1.978317e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67907 members 
Mstep: Class 2 contains 76225 members 
Entering Unmasked Estep 
Score: -19786618.000000 Penalty: 5891.728516
	Iteration 5Q: 3 clusters Score -1.978662e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65427 members 
Mstep: Class 2 contains 78705 members 
Entering Unmasked Estep 
Score: -19791878.000000 Penalty: 5891.728516
	Iteration 6F: 3 clusters Score -1.979188e+07 nChanged 9613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62324 members 
Mstep: Class 2 contains 81808 members 
Entering Unmasked Estep 
Score: -19799164.000000 Penalty: 5891.728516
	Iteration 7F: 3 clusters Score -1.979916e+07 nChanged 9929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59435 members 
Mstep: Class 2 contains 84697 members 
Entering Unmasked Estep 
Score: -19806774.000000 Penalty: 5891.728516
	Iteration 8F: 3 clusters Score -1.980677e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 87017 members 
Entering Unmasked Estep 
Score: -19811114.000000 Penalty: 5891.728516
	Iteration 9F: 3 clusters Score -1.981111e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 88881 members 
Entering Unmasked Estep 
Score: -19812886.000000 Penalty: 5891.728516
	Iteration 10Q: 3 clusters Score -1.981289e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 90665 members 
Entering Unmasked Estep 
Score: -19813746.000000 Penalty: 5891.728516
	Iteration 11Q: 3 clusters Score -1.981375e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 92504 members 
Entering Unmasked Estep 
Score: -19814430.000000 Penalty: 5891.728516
	Iteration 12Q: 3 clusters Score -1.981443e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 94420 members 
Entering Unmasked Estep 
Score: -19815088.000000 Penalty: 5891.728516
	Iteration 13Q: 3 clusters Score -1.981509e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 96424 members 
Entering Unmasked Estep 
Score: -19815786.000000 Penalty: 5891.728516
	Iteration 14Q: 3 clusters Score -1.981579e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 98521 members 
Entering Unmasked Estep 
Score: -19816718.000000 Penalty: 5891.728516
	Iteration 15Q: 3 clusters Score -1.981672e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 100630 members 
Entering Unmasked Estep 
Score: -19817650.000000 Penalty: 5891.728516
	Iteration 16Q: 3 clusters Score -1.981765e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 102695 members 
Entering Unmasked Estep 
Score: -19818406.000000 Penalty: 5891.728516
	Iteration 17Q: 3 clusters Score -1.981841e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 104792 members 
Entering Unmasked Estep 
Score: -19819284.000000 Penalty: 5891.728516
	Iteration 18Q: 3 clusters Score -1.981928e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 106816 members 
Entering Unmasked Estep 
Score: -19820094.000000 Penalty: 5891.728516
	Iteration 19Q: 3 clusters Score -1.982009e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 108842 members 
Entering Unmasked Estep 
Score: -19820812.000000 Penalty: 5891.728516
	Iteration 20F: 3 clusters Score -1.982081e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 110869 members 
Entering Unmasked Estep 
Score: -19821528.000000 Penalty: 5891.728516
	Iteration 21Q: 3 clusters Score -1.982153e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 112803 members 
Entering Unmasked Estep 
Score: -19822240.000000 Penalty: 5891.728516
	Iteration 22Q: 3 clusters Score -1.982224e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 114778 members 
Entering Unmasked Estep 
Score: -19822926.000000 Penalty: 5891.728516
	Iteration 23Q: 3 clusters Score -1.982293e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 116742 members 
Entering Unmasked Estep 
Score: -19823566.000000 Penalty: 5891.728516
	Iteration 24Q: 3 clusters Score -1.982357e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 118672 members 
Entering Unmasked Estep 
Score: -19824178.000000 Penalty: 5891.728516
	Iteration 25Q: 3 clusters Score -1.982418e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 120564 members 
Entering Unmasked Estep 
Score: -19824814.000000 Penalty: 5891.728516
	Iteration 26Q: 3 clusters Score -1.982481e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 122425 members 
Entering Unmasked Estep 
Score: -19825468.000000 Penalty: 5891.728516
	Iteration 27Q: 3 clusters Score -1.982547e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 124173 members 
Entering Unmasked Estep 
Score: -19826096.000000 Penalty: 5891.728516
	Iteration 28Q: 3 clusters Score -1.98261e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 125886 members 
Entering Unmasked Estep 
Score: -19826738.000000 Penalty: 5891.728516
	Iteration 29Q: 3 clusters Score -1.982674e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 127496 members 
Entering Unmasked Estep 
Score: -19827206.000000 Penalty: 5891.728516
	Iteration 30Q: 3 clusters Score -1.982721e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 129003 members 
Entering Unmasked Estep 
Score: -19827714.000000 Penalty: 5891.728516
	Iteration 31Q: 3 clusters Score -1.982771e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 130400 members 
Entering Unmasked Estep 
Score: -19828236.000000 Penalty: 5891.728516
	Iteration 32Q: 3 clusters Score -1.982824e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 131725 members 
Entering Unmasked Estep 
Score: -19828730.000000 Penalty: 5891.728516
	Iteration 33Q: 3 clusters Score -1.982873e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 132954 members 
Entering Unmasked Estep 
Score: -19829224.000000 Penalty: 5891.728516
	Iteration 34Q: 3 clusters Score -1.982922e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 134091 members 
Entering Unmasked Estep 
Score: -19829514.000000 Penalty: 5891.728516
	Iteration 35Q: 3 clusters Score -1.982951e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 135118 members 
Entering Unmasked Estep 
Score: -19829992.000000 Penalty: 5891.728516
	Iteration 36Q: 3 clusters Score -1.982999e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 136012 members 
Entering Unmasked Estep 
Score: -19830332.000000 Penalty: 5891.728516
	Iteration 37Q: 3 clusters Score -1.983033e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 136804 members 
Entering Unmasked Estep 
Score: -19830548.000000 Penalty: 5891.728516
	Iteration 38Q: 3 clusters Score -1.983055e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 137469 members 
Entering Unmasked Estep 
Score: -19830782.000000 Penalty: 5891.728516
	Iteration 39Q: 3 clusters Score -1.983078e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 138027 members 
Entering Unmasked Estep 
Score: -19831038.000000 Penalty: 5891.728516
	Iteration 40F: 3 clusters Score -1.983104e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 138515 members 
Entering Unmasked Estep 
Score: -19831186.000000 Penalty: 5891.728516
	Iteration 41Q: 3 clusters Score -1.983119e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 138967 members 
Entering Unmasked Estep 
Score: -19831346.000000 Penalty: 5891.728516
	Iteration 42Q: 3 clusters Score -1.983135e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 139395 members 
Entering Unmasked Estep 
Score: -19831506.000000 Penalty: 5891.728516
	Iteration 43Q: 3 clusters Score -1.983151e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 139773 members 
Entering Unmasked Estep 
Score: -19831574.000000 Penalty: 5891.728516
	Iteration 44Q: 3 clusters Score -1.983157e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 140096 members 
Entering Unmasked Estep 
Score: -19831646.000000 Penalty: 5891.728516
	Iteration 45Q: 3 clusters Score -1.983165e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 140391 members 
Entering Unmasked Estep 
Score: -19831680.000000 Penalty: 5891.728516
	Iteration 46Q: 3 clusters Score -1.983168e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 140640 members 
Entering Unmasked Estep 
Score: -19831756.000000 Penalty: 5891.728516
	Iteration 47Q: 3 clusters Score -1.983176e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 140873 members 
Entering Unmasked Estep 
Score: -19831836.000000 Penalty: 5891.728516
	Iteration 48Q: 3 clusters Score -1.983184e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 141071 members 
Entering Unmasked Estep 
Score: -19831852.000000 Penalty: 5891.728516
	Iteration 49Q: 3 clusters Score -1.983185e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 141217 members 
Entering Unmasked Estep 
Score: -19831874.000000 Penalty: 5891.728516
	Iteration 50Q: 3 clusters Score -1.983187e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 141338 members 
Entering Unmasked Estep 
Score: -19831918.000000 Penalty: 5891.728516
	Iteration 51Q: 3 clusters Score -1.983192e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 141429 members 
Entering Unmasked Estep 
Score: -19831936.000000 Penalty: 5891.728516
	Iteration 52Q: 3 clusters Score -1.983194e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 141506 members 
Entering Unmasked Estep 
Score: -19831984.000000 Penalty: 5891.728516
	Iteration 53Q: 3 clusters Score -1.983198e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 141573 members 
Entering Unmasked Estep 
Score: -19832032.000000 Penalty: 5891.728516
	Iteration 54Q: 3 clusters Score -1.983203e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 141635 members 
Entering Unmasked Estep 
Score: -19832022.000000 Penalty: 5891.728516
	Iteration 55Q: 3 clusters Score -1.983202e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 141680 members 
Entering Unmasked Estep 
Score: -19832034.000000 Penalty: 5891.728516
	Iteration 56Q: 3 clusters Score -1.983203e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 141722 members 
Entering Unmasked Estep 
Score: -19832052.000000 Penalty: 5891.728516
	Iteration 57Q: 3 clusters Score -1.983205e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 141765 members 
Entering Unmasked Estep 
Score: -19832068.000000 Penalty: 5891.728516
	Iteration 58Q: 3 clusters Score -1.983207e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 141801 members 
Entering Unmasked Estep 
Score: -19832060.000000 Penalty: 5891.728516
	Iteration 59Q: 3 clusters Score -1.983206e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 141839 members 
Entering Unmasked Estep 
Score: -19832044.000000 Penalty: 5891.728516
	Iteration 60F: 3 clusters Score -1.983204e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 141868 members 
Entering Unmasked Estep 
Score: -19832068.000000 Penalty: 5891.728516
	Iteration 61Q: 3 clusters Score -1.983207e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 141902 members 
Entering Unmasked Estep 
Score: -19832102.000000 Penalty: 5891.728516
	Iteration 62Q: 3 clusters Score -1.98321e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 141940 members 
Entering Unmasked Estep 
Score: -19832096.000000 Penalty: 5891.728516
	Iteration 63Q: 3 clusters Score -1.98321e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 141981 members 
Entering Unmasked Estep 
Score: -19832100.000000 Penalty: 5891.728516
	Iteration 64Q: 3 clusters Score -1.98321e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 142022 members 
Entering Unmasked Estep 
Score: -19832112.000000 Penalty: 5891.728516
	Iteration 65Q: 3 clusters Score -1.983211e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 142054 members 
Entering Unmasked Estep 
Score: -19832140.000000 Penalty: 5891.728516
	Iteration 66Q: 3 clusters Score -1.983214e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 142090 members 
Entering Unmasked Estep 
Score: -19832108.000000 Penalty: 5891.728516
	Iteration 67Q: 3 clusters Score -1.983211e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 142114 members 
Entering Unmasked Estep 
Score: -19832118.000000 Penalty: 5891.728516
	Iteration 68Q: 3 clusters Score -1.983212e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 142139 members 
Entering Unmasked Estep 
Score: -19832146.000000 Penalty: 5891.728516
	Iteration 69Q: 3 clusters Score -1.983215e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 142163 members 
Entering Unmasked Estep 
Score: -19832152.000000 Penalty: 5891.728516
	Iteration 70Q: 3 clusters Score -1.983215e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 142189 members 
Entering Unmasked Estep 
Score: -19832170.000000 Penalty: 5891.728516
	Iteration 71Q: 3 clusters Score -1.983217e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 142211 members 
Entering Unmasked Estep 
Score: -19832170.000000 Penalty: 5891.728516
	Iteration 72Q: 3 clusters Score -1.983217e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 142236 members 
Entering Unmasked Estep 
Score: -19832186.000000 Penalty: 5891.728516
	Iteration 73Q: 3 clusters Score -1.983219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 142251 members 
Entering Unmasked Estep 
Score: -19832186.000000 Penalty: 5891.728516
	Iteration 74Q: 3 clusters Score -1.983219e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 142263 members 
Entering Unmasked Estep 
Score: -19832190.000000 Penalty: 5891.728516
	Iteration 75Q: 3 clusters Score -1.983219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 142268 members 
Entering Unmasked Estep 
Score: -19832166.000000 Penalty: 5891.728516
	Iteration 76Q: 3 clusters Score -1.983217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 142276 members 
Entering Unmasked Estep 
Score: -19832168.000000 Penalty: 5891.728516
	Iteration 77Q: 3 clusters Score -1.983217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 142282 members 
Entering Unmasked Estep 
Score: -19832168.000000 Penalty: 5891.728516
	Iteration 78Q: 3 clusters Score -1.983217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 142286 members 
Entering Unmasked Estep 
Score: -19832158.000000 Penalty: 5891.728516
	Iteration 79Q: 3 clusters Score -1.983216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 142291 members 
Entering Unmasked Estep 
Score: -19832162.000000 Penalty: 5891.728516
	Iteration 80F: 3 clusters Score -1.983216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 142295 members 
Entering Unmasked Estep 
Score: -19832152.000000 Penalty: 5891.728516
	Iteration 81Q: 3 clusters Score -1.983215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 142298 members 
Entering Unmasked Estep 
Score: -19832158.000000 Penalty: 5891.728516
	Iteration 82Q: 3 clusters Score -1.983216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 142306 members 
Entering Unmasked Estep 
Score: -19832154.000000 Penalty: 5891.728516
	Iteration 83Q: 3 clusters Score -1.983215e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 142316 members 
Entering Unmasked Estep 
Score: -19832136.000000 Penalty: 5891.728516
	Iteration 84Q: 3 clusters Score -1.983214e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 142328 members 
Entering Unmasked Estep 
Score: -19832158.000000 Penalty: 5891.728516
	Iteration 85Q: 3 clusters Score -1.983216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 142335 members 
Entering Unmasked Estep 
Score: -19832148.000000 Penalty: 5891.728516
	Iteration 86Q: 3 clusters Score -1.983215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 142342 members 
Entering Unmasked Estep 
Score: -19832150.000000 Penalty: 5891.728516
	Iteration 87Q: 3 clusters Score -1.983215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 142346 members 
Entering Unmasked Estep 
Score: -19832154.000000 Penalty: 5891.728516
	Iteration 88Q: 3 clusters Score -1.983215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 142351 members 
Entering Unmasked Estep 
Score: -19832142.000000 Penalty: 5891.728516
	Iteration 89Q: 3 clusters Score -1.983214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 142355 members 
Entering Unmasked Estep 
Score: -19832142.000000 Penalty: 5891.728516
	Iteration 90Q: 3 clusters Score -1.983214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 142357 members 
Entering Unmasked Estep 
Score: -19832148.000000 Penalty: 5891.728516
	Iteration 91Q: 3 clusters Score -1.983215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 142359 members 
Entering Unmasked Estep 
Score: -19832146.000000 Penalty: 5891.728516
	Iteration 92Q: 3 clusters Score -1.983215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 142361 members 
Entering Unmasked Estep 
Score: -19832152.000000 Penalty: 5891.728516
	Iteration 93Q: 3 clusters Score -1.983215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 142361 members 
Entering Unmasked Estep 
Score: -19832152.000000 Penalty: 5891.728516
	Iteration 94F: 3 clusters Score -1.983215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Entering Unmasked Estep 
Score: -1235791.875000 Penalty: 2267.151367
	Iteration 0F: 2 clusters Score -1235792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1228515.875000 Penalty: 4534.302734
	Iteration 0F: 3 clusters Score -1228516 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1230601.875000 Penalty: 4534.302734
	Iteration 1F: 3 clusters Score -1230602 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1230973.625000 Penalty: 4534.302734
	Iteration 2F: 3 clusters Score -1230974 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1231383.750000 Penalty: 4534.302734
	Iteration 3F: 3 clusters Score -1231384 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1231894.000000 Penalty: 4534.302734
	Iteration 4F: 3 clusters Score -1231894 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1232466.125000 Penalty: 4534.302734
	Iteration 5F: 3 clusters Score -1232466 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1233133.250000 Penalty: 4534.302734
	Iteration 6F: 3 clusters Score -1233133 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1233692.500000 Penalty: 4534.302734
	Iteration 7F: 3 clusters Score -1233692 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1234100.250000 Penalty: 4534.302734
	Iteration 8F: 3 clusters Score -1234100 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1234336.750000 Penalty: 4534.302734
	Iteration 9Q: 3 clusters Score -1234337 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1234465.500000 Penalty: 4534.302734
	Iteration 10Q: 3 clusters Score -1234466 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1234528.250000 Penalty: 4534.302734
	Iteration 11Q: 3 clusters Score -1234528 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1234564.500000 Penalty: 4534.302734
	Iteration 12Q: 3 clusters Score -1234564 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1234589.625000 Penalty: 4534.302734
	Iteration 13Q: 3 clusters Score -1234590 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1234604.750000 Penalty: 4534.302734
	Iteration 14Q: 3 clusters Score -1234605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1234611.875000 Penalty: 4534.302734
	Iteration 15Q: 3 clusters Score -1234612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1234619.125000 Penalty: 4534.302734
	Iteration 16Q: 3 clusters Score -1234619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1234626.250000 Penalty: 4534.302734
	Iteration 17Q: 3 clusters Score -1234626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1234624.125000 Penalty: 4534.302734
	Iteration 18Q: 3 clusters Score -1234624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1234624.500000 Penalty: 4534.302734
	Iteration 19Q: 3 clusters Score -1234624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1234625.250000 Penalty: 4534.302734
	Iteration 20F: 3 clusters Score -1234625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1234622.625000 Penalty: 4534.302734
	Iteration 21Q: 3 clusters Score -1234623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1234622.625000 Penalty: 4534.302734
	Iteration 22F: 3 clusters Score -1234623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (125076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125076 members 
Entering Unmasked Estep 
Score: -17278286.000000 Penalty: 2910.696045
	Iteration 0F: 2 clusters Score -1.727829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62637 members 
Mstep: Class 2 contains 62439 members 
Entering Unmasked Estep 
Score: -17194360.000000 Penalty: 5821.392090
	Iteration 0F: 3 clusters Score -1.719436e+07 nChanged 59348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62727 members 
Mstep: Class 2 contains 62349 members 
Entering Unmasked Estep 
Score: -17228456.000000 Penalty: 5821.392090
	Iteration 1F: 3 clusters Score -1.722846e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -17229120.000000 Penalty: 5821.392090
	Iteration 2Q: 3 clusters Score -1.722912e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 61829 members 
Entering Unmasked Estep 
Score: -17229796.000000 Penalty: 5821.392090
	Iteration 3Q: 3 clusters Score -1.72298e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 61311 members 
Entering Unmasked Estep 
Score: -17230534.000000 Penalty: 5821.392090
	Iteration 4Q: 3 clusters Score -1.723053e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64686 members 
Mstep: Class 2 contains 60390 members 
Entering Unmasked Estep 
Score: -17231402.000000 Penalty: 5821.392090
	Iteration 5Q: 3 clusters Score -1.72314e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66082 members 
Mstep: Class 2 contains 58994 members 
Entering Unmasked Estep 
Score: -17232624.000000 Penalty: 5821.392090
	Iteration 6Q: 3 clusters Score -1.723262e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68257 members 
Mstep: Class 2 contains 56819 members 
Entering Unmasked Estep 
Score: -17234154.000000 Penalty: 5821.392090
	Iteration 7Q: 3 clusters Score -1.723415e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71463 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -17236288.000000 Penalty: 5821.392090
	Iteration 8Q: 3 clusters Score -1.723629e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75897 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -17239296.000000 Penalty: 5821.392090
	Iteration 9Q: 3 clusters Score -1.72393e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81614 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -17243644.000000 Penalty: 5821.392090
	Iteration 10F: 3 clusters Score -1.724364e+07 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88262 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -17248990.000000 Penalty: 5821.392090
	Iteration 11F: 3 clusters Score -1.724899e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -17254866.000000 Penalty: 5821.392090
	Iteration 12F: 3 clusters Score -1.725487e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101097 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -17260086.000000 Penalty: 5821.392090
	Iteration 13F: 3 clusters Score -1.726009e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105818 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -17264250.000000 Penalty: 5821.392090
	Iteration 14Q: 3 clusters Score -1.726425e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109368 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -17267256.000000 Penalty: 5821.392090
	Iteration 15Q: 3 clusters Score -1.726726e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112048 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -17269282.000000 Penalty: 5821.392090
	Iteration 16Q: 3 clusters Score -1.726928e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114187 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -17270856.000000 Penalty: 5821.392090
	Iteration 17Q: 3 clusters Score -1.727086e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115906 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -17272110.000000 Penalty: 5821.392090
	Iteration 18Q: 3 clusters Score -1.727211e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117291 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -17273068.000000 Penalty: 5821.392090
	Iteration 19Q: 3 clusters Score -1.727307e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118406 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -17273774.000000 Penalty: 5821.392090
	Iteration 20F: 3 clusters Score -1.727377e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119266 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -17274216.000000 Penalty: 5821.392090
	Iteration 21Q: 3 clusters Score -1.727422e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119967 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -17274600.000000 Penalty: 5821.392090
	Iteration 22Q: 3 clusters Score -1.72746e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120490 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -17274926.000000 Penalty: 5821.392090
	Iteration 23Q: 3 clusters Score -1.727493e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120933 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -17275128.000000 Penalty: 5821.392090
	Iteration 24Q: 3 clusters Score -1.727513e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121303 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -17275306.000000 Penalty: 5821.392090
	Iteration 25Q: 3 clusters Score -1.727531e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121651 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -17275508.000000 Penalty: 5821.392090
	Iteration 26Q: 3 clusters Score -1.727551e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121911 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -17275572.000000 Penalty: 5821.392090
	Iteration 27Q: 3 clusters Score -1.727557e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122128 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -17275638.000000 Penalty: 5821.392090
	Iteration 28Q: 3 clusters Score -1.727564e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122304 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -17275676.000000 Penalty: 5821.392090
	Iteration 29Q: 3 clusters Score -1.727568e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122450 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -17275706.000000 Penalty: 5821.392090
	Iteration 30Q: 3 clusters Score -1.727571e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122570 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -17275754.000000 Penalty: 5821.392090
	Iteration 31Q: 3 clusters Score -1.727575e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122678 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -17275804.000000 Penalty: 5821.392090
	Iteration 32Q: 3 clusters Score -1.72758e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122762 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -17275804.000000 Penalty: 5821.392090
	Iteration 33Q: 3 clusters Score -1.72758e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122831 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -17275800.000000 Penalty: 5821.392090
	Iteration 34Q: 3 clusters Score -1.72758e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122884 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -17275792.000000 Penalty: 5821.392090
	Iteration 35Q: 3 clusters Score -1.727579e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122930 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -17275846.000000 Penalty: 5821.392090
	Iteration 36Q: 3 clusters Score -1.727585e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122976 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -17275878.000000 Penalty: 5821.392090
	Iteration 37Q: 3 clusters Score -1.727588e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123033 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -17275892.000000 Penalty: 5821.392090
	Iteration 38Q: 3 clusters Score -1.727589e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123075 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -17275896.000000 Penalty: 5821.392090
	Iteration 39Q: 3 clusters Score -1.72759e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123108 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -17275950.000000 Penalty: 5821.392090
	Iteration 40F: 3 clusters Score -1.727595e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123139 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -17275948.000000 Penalty: 5821.392090
	Iteration 41Q: 3 clusters Score -1.727595e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123161 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -17275978.000000 Penalty: 5821.392090
	Iteration 42Q: 3 clusters Score -1.727598e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123179 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -17275984.000000 Penalty: 5821.392090
	Iteration 43Q: 3 clusters Score -1.727598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123194 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -17276016.000000 Penalty: 5821.392090
	Iteration 44Q: 3 clusters Score -1.727602e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123209 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -17276004.000000 Penalty: 5821.392090
	Iteration 45Q: 3 clusters Score -1.7276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123219 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -17276006.000000 Penalty: 5821.392090
	Iteration 46Q: 3 clusters Score -1.727601e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123232 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -17276012.000000 Penalty: 5821.392090
	Iteration 47Q: 3 clusters Score -1.727601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123243 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -17276008.000000 Penalty: 5821.392090
	Iteration 48Q: 3 clusters Score -1.727601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123252 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -17276020.000000 Penalty: 5821.392090
	Iteration 49Q: 3 clusters Score -1.727602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123264 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -17276020.000000 Penalty: 5821.392090
	Iteration 50Q: 3 clusters Score -1.727602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123273 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -17276030.000000 Penalty: 5821.392090
	Iteration 51Q: 3 clusters Score -1.727603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123285 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -17276032.000000 Penalty: 5821.392090
	Iteration 52Q: 3 clusters Score -1.727603e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123303 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -17276046.000000 Penalty: 5821.392090
	Iteration 53Q: 3 clusters Score -1.727605e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123321 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -17276044.000000 Penalty: 5821.392090
	Iteration 54Q: 3 clusters Score -1.727604e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123343 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -17276052.000000 Penalty: 5821.392090
	Iteration 55Q: 3 clusters Score -1.727605e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123363 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -17276050.000000 Penalty: 5821.392090
	Iteration 56Q: 3 clusters Score -1.727605e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123380 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -17276060.000000 Penalty: 5821.392090
	Iteration 57Q: 3 clusters Score -1.727606e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123398 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -17276060.000000 Penalty: 5821.392090
	Iteration 58Q: 3 clusters Score -1.727606e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123415 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -17276062.000000 Penalty: 5821.392090
	Iteration 59Q: 3 clusters Score -1.727606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123428 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -17276054.000000 Penalty: 5821.392090
	Iteration 60F: 3 clusters Score -1.727605e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123444 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -17276056.000000 Penalty: 5821.392090
	Iteration 61Q: 3 clusters Score -1.727606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123456 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -17276060.000000 Penalty: 5821.392090
	Iteration 62Q: 3 clusters Score -1.727606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123463 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -17276070.000000 Penalty: 5821.392090
	Iteration 63Q: 3 clusters Score -1.727607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123470 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -17276066.000000 Penalty: 5821.392090
	Iteration 64Q: 3 clusters Score -1.727607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123476 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -17276064.000000 Penalty: 5821.392090
	Iteration 65Q: 3 clusters Score -1.727606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123482 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -17276066.000000 Penalty: 5821.392090
	Iteration 66Q: 3 clusters Score -1.727607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123488 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -17276066.000000 Penalty: 5821.392090
	Iteration 67Q: 3 clusters Score -1.727607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123492 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -17276072.000000 Penalty: 5821.392090
	Iteration 68Q: 3 clusters Score -1.727607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123494 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -17276072.000000 Penalty: 5821.392090
	Iteration 69Q: 3 clusters Score -1.727607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123498 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -17276070.000000 Penalty: 5821.392090
	Iteration 70Q: 3 clusters Score -1.727607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123500 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -17276064.000000 Penalty: 5821.392090
	Iteration 71Q: 3 clusters Score -1.727606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123500 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -17276072.000000 Penalty: 5821.392090
	Iteration 72Q: 3 clusters Score -1.727607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123503 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -17276078.000000 Penalty: 5821.392090
	Iteration 73Q: 3 clusters Score -1.727608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123505 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -17276082.000000 Penalty: 5821.392090
	Iteration 74Q: 3 clusters Score -1.727608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123506 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -17276078.000000 Penalty: 5821.392090
	Iteration 75Q: 3 clusters Score -1.727608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123509 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -17276068.000000 Penalty: 5821.392090
	Iteration 76Q: 3 clusters Score -1.727607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123511 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -17276064.000000 Penalty: 5821.392090
	Iteration 77Q: 3 clusters Score -1.727606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123513 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -17276066.000000 Penalty: 5821.392090
	Iteration 78Q: 3 clusters Score -1.727607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123516 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -17276064.000000 Penalty: 5821.392090
	Iteration 79Q: 3 clusters Score -1.727606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123520 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -17276068.000000 Penalty: 5821.392090
	Iteration 80F: 3 clusters Score -1.727607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123523 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -17276072.000000 Penalty: 5821.392090
	Iteration 81Q: 3 clusters Score -1.727607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123527 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -17276084.000000 Penalty: 5821.392090
	Iteration 82Q: 3 clusters Score -1.727608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123527 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -17276084.000000 Penalty: 5821.392090
	Iteration 83F: 3 clusters Score -1.727608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Entering Unmasked Estep 
Score: -1967699.750000 Penalty: 2376.671143
	Iteration 0F: 2 clusters Score -1967700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1957082.125000 Penalty: 4753.342285
	Iteration 0F: 3 clusters Score -1957082 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1960499.250000 Penalty: 4753.342285
	Iteration 1F: 3 clusters Score -1960499 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1960835.500000 Penalty: 4753.342285
	Iteration 2F: 3 clusters Score -1960836 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1961165.875000 Penalty: 4753.342285
	Iteration 3Q: 3 clusters Score -1961166 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1961549.750000 Penalty: 4753.342285
	Iteration 4Q: 3 clusters Score -1961550 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1961995.000000 Penalty: 4753.342285
	Iteration 5Q: 3 clusters Score -1961995 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1962515.875000 Penalty: 4753.342285
	Iteration 6F: 3 clusters Score -1962516 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1963089.375000 Penalty: 4753.342285
	Iteration 7Q: 3 clusters Score -1963089 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1963686.375000 Penalty: 4753.342285
	Iteration 8Q: 3 clusters Score -1963686 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1964192.875000 Penalty: 4753.342285
	Iteration 9Q: 3 clusters Score -1964193 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1964569.125000 Penalty: 4753.342285
	Iteration 10Q: 3 clusters Score -1964569 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1964864.375000 Penalty: 4753.342285
	Iteration 11Q: 3 clusters Score -1964864 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1965097.250000 Penalty: 4753.342285
	Iteration 12Q: 3 clusters Score -1965097 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1965266.625000 Penalty: 4753.342285
	Iteration 13Q: 3 clusters Score -1965267 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1965388.750000 Penalty: 4753.342285
	Iteration 14Q: 3 clusters Score -1965389 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1965474.750000 Penalty: 4753.342285
	Iteration 15Q: 3 clusters Score -1965475 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1965525.875000 Penalty: 4753.342285
	Iteration 16Q: 3 clusters Score -1965526 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1965568.125000 Penalty: 4753.342285
	Iteration 17Q: 3 clusters Score -1965568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1965595.875000 Penalty: 4753.342285
	Iteration 18Q: 3 clusters Score -1965596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1965623.375000 Penalty: 4753.342285
	Iteration 19Q: 3 clusters Score -1965623 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1965656.250000 Penalty: 4753.342285
	Iteration 20F: 3 clusters Score -1965656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1965687.250000 Penalty: 4753.342285
	Iteration 21Q: 3 clusters Score -1965687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1965695.500000 Penalty: 4753.342285
	Iteration 22Q: 3 clusters Score -1965696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1965705.125000 Penalty: 4753.342285
	Iteration 23Q: 3 clusters Score -1965705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1965714.625000 Penalty: 4753.342285
	Iteration 24Q: 3 clusters Score -1965715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1965721.375000 Penalty: 4753.342285
	Iteration 25Q: 3 clusters Score -1965721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1965734.000000 Penalty: 4753.342285
	Iteration 26Q: 3 clusters Score -1965734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1965736.625000 Penalty: 4753.342285
	Iteration 27Q: 3 clusters Score -1965737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1965739.875000 Penalty: 4753.342285
	Iteration 28Q: 3 clusters Score -1965740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1965747.250000 Penalty: 4753.342285
	Iteration 29Q: 3 clusters Score -1965747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1965755.000000 Penalty: 4753.342285
	Iteration 30Q: 3 clusters Score -1965755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1965760.625000 Penalty: 4753.342285
	Iteration 31Q: 3 clusters Score -1965761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1965762.125000 Penalty: 4753.342285
	Iteration 32Q: 3 clusters Score -1965762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1965764.000000 Penalty: 4753.342285
	Iteration 33Q: 3 clusters Score -1965764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1965764.500000 Penalty: 4753.342285
	Iteration 34Q: 3 clusters Score -1965764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1965768.000000 Penalty: 4753.342285
	Iteration 35Q: 3 clusters Score -1965768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1965771.125000 Penalty: 4753.342285
	Iteration 36Q: 3 clusters Score -1965771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1965775.375000 Penalty: 4753.342285
	Iteration 37Q: 3 clusters Score -1965775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1965775.500000 Penalty: 4753.342285
	Iteration 38Q: 3 clusters Score -1965776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1965776.875000 Penalty: 4753.342285
	Iteration 39Q: 3 clusters Score -1965777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1965776.875000 Penalty: 4753.342285
	Iteration 40F: 3 clusters Score -1965777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Entering Unmasked Estep 
Score: -155364.203125 Penalty: 1756.263672
	Iteration 0F: 2 clusters Score -155364.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -153275.015625 Penalty: 3512.527344
	Iteration 0F: 3 clusters Score -153275 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -153620.937500 Penalty: 3512.527344
	Iteration 1F: 3 clusters Score -153620.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -153706.625000 Penalty: 3512.527344
	Iteration 2F: 3 clusters Score -153706.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -153748.953125 Penalty: 3512.527344
	Iteration 3Q: 3 clusters Score -153749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -153779.281250 Penalty: 3512.527344
	Iteration 4Q: 3 clusters Score -153779.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -153799.046875 Penalty: 3512.527344
	Iteration 5Q: 3 clusters Score -153799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -153815.609375 Penalty: 3512.527344
	Iteration 6Q: 3 clusters Score -153815.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -153827.625000 Penalty: 3512.527344
	Iteration 7Q: 3 clusters Score -153827.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -153832.109375 Penalty: 3512.527344
	Iteration 8Q: 3 clusters Score -153832.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -153835.312500 Penalty: 3512.527344
	Iteration 9Q: 3 clusters Score -153835.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -153837.859375 Penalty: 3512.527344
	Iteration 10Q: 3 clusters Score -153837.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -153841.890625 Penalty: 3512.527344
	Iteration 11Q: 3 clusters Score -153841.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -153847.906250 Penalty: 3512.527344
	Iteration 12Q: 3 clusters Score -153847.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -153859.609375 Penalty: 3512.527344
	Iteration 13Q: 3 clusters Score -153859.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -153870.171875 Penalty: 3512.527344
	Iteration 14Q: 3 clusters Score -153870.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -153880.921875 Penalty: 3512.527344
	Iteration 15Q: 3 clusters Score -153880.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -153884.125000 Penalty: 3512.527344
	Iteration 16Q: 3 clusters Score -153884.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -153884.125000 Penalty: 3512.527344
	Iteration 17F: 3 clusters Score -153884.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Entering Unmasked Estep 
Score: -866892.312500 Penalty: 2182.577637
	Iteration 0F: 2 clusters Score -866892.3 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 3337 members 
Entering Unmasked Estep 
Score: -861320.000000 Penalty: 4365.155273
	Iteration 0F: 3 clusters Score -861320 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -862751.187500 Penalty: 4365.155273
	Iteration 1F: 3 clusters Score -862751.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -863003.812500 Penalty: 4365.155273
	Iteration 2F: 3 clusters Score -863003.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -863170.312500 Penalty: 4365.155273
	Iteration 3Q: 3 clusters Score -863170.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -863311.687500 Penalty: 4365.155273
	Iteration 4Q: 3 clusters Score -863311.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -863439.125000 Penalty: 4365.155273
	Iteration 5Q: 3 clusters Score -863439.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -863554.187500 Penalty: 4365.155273
	Iteration 6Q: 3 clusters Score -863554.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -863639.562500 Penalty: 4365.155273
	Iteration 7Q: 3 clusters Score -863639.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -863718.437500 Penalty: 4365.155273
	Iteration 8Q: 3 clusters Score -863718.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -863767.500000 Penalty: 4365.155273
	Iteration 9Q: 3 clusters Score -863767.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -863809.937500 Penalty: 4365.155273
	Iteration 10Q: 3 clusters Score -863809.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -863849.812500 Penalty: 4365.155273
	Iteration 11Q: 3 clusters Score -863849.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -863883.125000 Penalty: 4365.155273
	Iteration 12Q: 3 clusters Score -863883.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -863910.687500 Penalty: 4365.155273
	Iteration 13Q: 3 clusters Score -863910.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -863938.062500 Penalty: 4365.155273
	Iteration 14Q: 3 clusters Score -863938.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -863954.312500 Penalty: 4365.155273
	Iteration 15Q: 3 clusters Score -863954.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -863972.562500 Penalty: 4365.155273
	Iteration 16Q: 3 clusters Score -863972.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -863995.125000 Penalty: 4365.155273
	Iteration 17Q: 3 clusters Score -863995.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -864014.937500 Penalty: 4365.155273
	Iteration 18Q: 3 clusters Score -864014.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -864037.437500 Penalty: 4365.155273
	Iteration 19Q: 3 clusters Score -864037.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -864061.625000 Penalty: 4365.155273
	Iteration 20F: 3 clusters Score -864061.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -864084.937500 Penalty: 4365.155273
	Iteration 21Q: 3 clusters Score -864084.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -864104.312500 Penalty: 4365.155273
	Iteration 22Q: 3 clusters Score -864104.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -864125.125000 Penalty: 4365.155273
	Iteration 23Q: 3 clusters Score -864125.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -864140.750000 Penalty: 4365.155273
	Iteration 24Q: 3 clusters Score -864140.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -864159.000000 Penalty: 4365.155273
	Iteration 25Q: 3 clusters Score -864159 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -864174.750000 Penalty: 4365.155273
	Iteration 26Q: 3 clusters Score -864174.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -864196.562500 Penalty: 4365.155273
	Iteration 27Q: 3 clusters Score -864196.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -864219.250000 Penalty: 4365.155273
	Iteration 28Q: 3 clusters Score -864219.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -864249.500000 Penalty: 4365.155273
	Iteration 29Q: 3 clusters Score -864249.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -864290.875000 Penalty: 4365.155273
	Iteration 30Q: 3 clusters Score -864290.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -864332.125000 Penalty: 4365.155273
	Iteration 31Q: 3 clusters Score -864332.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -864373.437500 Penalty: 4365.155273
	Iteration 32Q: 3 clusters Score -864373.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -864406.625000 Penalty: 4365.155273
	Iteration 33Q: 3 clusters Score -864406.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -864437.375000 Penalty: 4365.155273
	Iteration 34Q: 3 clusters Score -864437.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -864462.062500 Penalty: 4365.155273
	Iteration 35Q: 3 clusters Score -864462.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -864484.500000 Penalty: 4365.155273
	Iteration 36Q: 3 clusters Score -864484.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -864512.562500 Penalty: 4365.155273
	Iteration 37Q: 3 clusters Score -864512.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -864538.750000 Penalty: 4365.155273
	Iteration 38Q: 3 clusters Score -864538.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -864566.250000 Penalty: 4365.155273
	Iteration 39Q: 3 clusters Score -864566.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -864590.500000 Penalty: 4365.155273
	Iteration 40F: 3 clusters Score -864590.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -864634.000000 Penalty: 4365.155273
	Iteration 41Q: 3 clusters Score -864634 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -864674.375000 Penalty: 4365.155273
	Iteration 42Q: 3 clusters Score -864674.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -864722.000000 Penalty: 4365.155273
	Iteration 43Q: 3 clusters Score -864722 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -864762.937500 Penalty: 4365.155273
	Iteration 44Q: 3 clusters Score -864762.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -864799.062500 Penalty: 4365.155273
	Iteration 45Q: 3 clusters Score -864799.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -864839.312500 Penalty: 4365.155273
	Iteration 46Q: 3 clusters Score -864839.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -864864.375000 Penalty: 4365.155273
	Iteration 47Q: 3 clusters Score -864864.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -864879.062500 Penalty: 4365.155273
	Iteration 48Q: 3 clusters Score -864879.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -864895.500000 Penalty: 4365.155273
	Iteration 49Q: 3 clusters Score -864895.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -864909.187500 Penalty: 4365.155273
	Iteration 50Q: 3 clusters Score -864909.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -864933.750000 Penalty: 4365.155273
	Iteration 51Q: 3 clusters Score -864933.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -864956.750000 Penalty: 4365.155273
	Iteration 52Q: 3 clusters Score -864956.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -864977.687500 Penalty: 4365.155273
	Iteration 53Q: 3 clusters Score -864977.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -864997.000000 Penalty: 4365.155273
	Iteration 54Q: 3 clusters Score -864997 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -865014.687500 Penalty: 4365.155273
	Iteration 55Q: 3 clusters Score -865014.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -865026.562500 Penalty: 4365.155273
	Iteration 56Q: 3 clusters Score -865026.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -865032.562500 Penalty: 4365.155273
	Iteration 57Q: 3 clusters Score -865032.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -865042.875000 Penalty: 4365.155273
	Iteration 58Q: 3 clusters Score -865042.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -865053.437500 Penalty: 4365.155273
	Iteration 59Q: 3 clusters Score -865053.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -865058.687500 Penalty: 4365.155273
	Iteration 60F: 3 clusters Score -865058.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -865063.937500 Penalty: 4365.155273
	Iteration 61Q: 3 clusters Score -865063.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -865066.625000 Penalty: 4365.155273
	Iteration 62Q: 3 clusters Score -865066.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -865071.062500 Penalty: 4365.155273
	Iteration 63Q: 3 clusters Score -865071.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -865074.875000 Penalty: 4365.155273
	Iteration 64Q: 3 clusters Score -865074.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -865077.125000 Penalty: 4365.155273
	Iteration 65Q: 3 clusters Score -865077.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -865076.062500 Penalty: 4365.155273
	Iteration 66Q: 3 clusters Score -865076.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -865078.937500 Penalty: 4365.155273
	Iteration 67Q: 3 clusters Score -865078.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -865081.000000 Penalty: 4365.155273
	Iteration 68Q: 3 clusters Score -865081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -865083.937500 Penalty: 4365.155273
	Iteration 69Q: 3 clusters Score -865083.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -865086.625000 Penalty: 4365.155273
	Iteration 70Q: 3 clusters Score -865086.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -865089.125000 Penalty: 4365.155273
	Iteration 71Q: 3 clusters Score -865089.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -865091.687500 Penalty: 4365.155273
	Iteration 72Q: 3 clusters Score -865091.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -865093.500000 Penalty: 4365.155273
	Iteration 73Q: 3 clusters Score -865093.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -865094.625000 Penalty: 4365.155273
	Iteration 74Q: 3 clusters Score -865094.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -865099.187500 Penalty: 4365.155273
	Iteration 75Q: 3 clusters Score -865099.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -865100.312500 Penalty: 4365.155273
	Iteration 76Q: 3 clusters Score -865100.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -865101.250000 Penalty: 4365.155273
	Iteration 77Q: 3 clusters Score -865101.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -865103.875000 Penalty: 4365.155273
	Iteration 78Q: 3 clusters Score -865103.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -865105.687500 Penalty: 4365.155273
	Iteration 79Q: 3 clusters Score -865105.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -865108.875000 Penalty: 4365.155273
	Iteration 80F: 3 clusters Score -865108.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -865108.625000 Penalty: 4365.155273
	Iteration 81Q: 3 clusters Score -865108.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -865113.062500 Penalty: 4365.155273
	Iteration 82Q: 3 clusters Score -865113.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -865116.375000 Penalty: 4365.155273
	Iteration 83Q: 3 clusters Score -865116.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -865120.125000 Penalty: 4365.155273
	Iteration 84Q: 3 clusters Score -865120.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -865123.000000 Penalty: 4365.155273
	Iteration 85Q: 3 clusters Score -865123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -865123.187500 Penalty: 4365.155273
	Iteration 86Q: 3 clusters Score -865123.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -865127.937500 Penalty: 4365.155273
	Iteration 87Q: 3 clusters Score -865127.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -865128.812500 Penalty: 4365.155273
	Iteration 88Q: 3 clusters Score -865128.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -865132.625000 Penalty: 4365.155273
	Iteration 89Q: 3 clusters Score -865132.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -865138.000000 Penalty: 4365.155273
	Iteration 90Q: 3 clusters Score -865138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -865139.250000 Penalty: 4365.155273
	Iteration 91Q: 3 clusters Score -865139.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -865142.750000 Penalty: 4365.155273
	Iteration 92Q: 3 clusters Score -865142.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -865143.875000 Penalty: 4365.155273
	Iteration 93Q: 3 clusters Score -865143.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -865144.187500 Penalty: 4365.155273
	Iteration 94Q: 3 clusters Score -865144.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -865144.687500 Penalty: 4365.155273
	Iteration 95Q: 3 clusters Score -865144.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -865144.687500 Penalty: 4365.155273
	Iteration 96F: 3 clusters Score -865144.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -59153.808594 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -59153.81 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 267 members 
Entering Unmasked Estep 
Score: -57745.109375 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -57745.11 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58202.761719 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -58202.76 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -58372.539062 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -58372.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58540.320312 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -58540.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58625.179688 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -58625.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58685.132812 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -58685.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -58837.207031 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -58837.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -58875.242188 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -58875.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -58923.847656 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -58923.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -58960.687500 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -58960.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -58964.371094 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -58964.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -58965.664062 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -58965.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -58965.664062 Penalty: 3099.987793
	Iteration 12F: 3 clusters Score -58965.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (152568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152568 members 
Entering Unmasked Estep 
Score: -21015012.000000 Penalty: 2959.970703
	Iteration 0F: 2 clusters Score -2.101501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76357 members 
Mstep: Class 2 contains 76211 members 
Entering Unmasked Estep 
Score: -20913388.000000 Penalty: 5919.941406
	Iteration 0F: 3 clusters Score -2.091339e+07 nChanged 73134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77837 members 
Mstep: Class 2 contains 74731 members 
Entering Unmasked Estep 
Score: -20955492.000000 Penalty: 5919.941406
	Iteration 1F: 3 clusters Score -2.095549e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78660 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -20956546.000000 Penalty: 5919.941406
	Iteration 2Q: 3 clusters Score -2.095655e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79858 members 
Mstep: Class 2 contains 72710 members 
Entering Unmasked Estep 
Score: -20958040.000000 Penalty: 5919.941406
	Iteration 3Q: 3 clusters Score -2.095804e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81622 members 
Mstep: Class 2 contains 70946 members 
Entering Unmasked Estep 
Score: -20959928.000000 Penalty: 5919.941406
	Iteration 4Q: 3 clusters Score -2.095993e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84081 members 
Mstep: Class 2 contains 68487 members 
Entering Unmasked Estep 
Score: -20962464.000000 Penalty: 5919.941406
	Iteration 5Q: 3 clusters Score -2.096246e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87658 members 
Mstep: Class 2 contains 64910 members 
Entering Unmasked Estep 
Score: -20966456.000000 Penalty: 5919.941406
	Iteration 6Q: 3 clusters Score -2.096646e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92393 members 
Mstep: Class 2 contains 60175 members 
Entering Unmasked Estep 
Score: -20972798.000000 Penalty: 5919.941406
	Iteration 7F: 3 clusters Score -2.09728e+07 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97751 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -20981354.000000 Penalty: 5919.941406
	Iteration 8F: 3 clusters Score -2.098135e+07 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102656 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -20990596.000000 Penalty: 5919.941406
	Iteration 9F: 3 clusters Score -2.09906e+07 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106200 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -20996480.000000 Penalty: 5919.941406
	Iteration 10F: 3 clusters Score -2.099648e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108917 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -20999096.000000 Penalty: 5919.941406
	Iteration 11Q: 3 clusters Score -2.09991e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111264 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -21000590.000000 Penalty: 5919.941406
	Iteration 12Q: 3 clusters Score -2.100059e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113231 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -21001410.000000 Penalty: 5919.941406
	Iteration 13Q: 3 clusters Score -2.100141e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114947 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -21002042.000000 Penalty: 5919.941406
	Iteration 14Q: 3 clusters Score -2.100204e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116491 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -21002424.000000 Penalty: 5919.941406
	Iteration 15Q: 3 clusters Score -2.100242e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117951 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -21002822.000000 Penalty: 5919.941406
	Iteration 16Q: 3 clusters Score -2.100282e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119324 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -21003176.000000 Penalty: 5919.941406
	Iteration 17Q: 3 clusters Score -2.100318e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120684 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -21003472.000000 Penalty: 5919.941406
	Iteration 18Q: 3 clusters Score -2.100347e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121996 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -21003772.000000 Penalty: 5919.941406
	Iteration 19Q: 3 clusters Score -2.100377e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123343 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -21003982.000000 Penalty: 5919.941406
	Iteration 20F: 3 clusters Score -2.100398e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124719 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -21004286.000000 Penalty: 5919.941406
	Iteration 21Q: 3 clusters Score -2.100429e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126116 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -21004598.000000 Penalty: 5919.941406
	Iteration 22Q: 3 clusters Score -2.10046e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127576 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -21004970.000000 Penalty: 5919.941406
	Iteration 23Q: 3 clusters Score -2.100497e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128996 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -21005326.000000 Penalty: 5919.941406
	Iteration 24Q: 3 clusters Score -2.100533e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130417 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -21005662.000000 Penalty: 5919.941406
	Iteration 25Q: 3 clusters Score -2.100566e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131905 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -21006014.000000 Penalty: 5919.941406
	Iteration 26Q: 3 clusters Score -2.100601e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133414 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -21006410.000000 Penalty: 5919.941406
	Iteration 27Q: 3 clusters Score -2.100641e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134903 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -21006944.000000 Penalty: 5919.941406
	Iteration 28Q: 3 clusters Score -2.100694e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136332 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -21007400.000000 Penalty: 5919.941406
	Iteration 29Q: 3 clusters Score -2.10074e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137803 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -21007924.000000 Penalty: 5919.941406
	Iteration 30Q: 3 clusters Score -2.100792e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139227 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -21008276.000000 Penalty: 5919.941406
	Iteration 31Q: 3 clusters Score -2.100828e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140538 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -21008764.000000 Penalty: 5919.941406
	Iteration 32Q: 3 clusters Score -2.100876e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141827 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -21009304.000000 Penalty: 5919.941406
	Iteration 33Q: 3 clusters Score -2.10093e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143079 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -21009698.000000 Penalty: 5919.941406
	Iteration 34Q: 3 clusters Score -2.10097e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144246 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -21010114.000000 Penalty: 5919.941406
	Iteration 35Q: 3 clusters Score -2.101011e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145271 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -21010422.000000 Penalty: 5919.941406
	Iteration 36Q: 3 clusters Score -2.101042e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146206 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -21010788.000000 Penalty: 5919.941406
	Iteration 37Q: 3 clusters Score -2.101079e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146990 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -21011066.000000 Penalty: 5919.941406
	Iteration 38Q: 3 clusters Score -2.101107e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147647 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -21011336.000000 Penalty: 5919.941406
	Iteration 39Q: 3 clusters Score -2.101134e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148236 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -21011572.000000 Penalty: 5919.941406
	Iteration 40F: 3 clusters Score -2.101157e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148691 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -21011804.000000 Penalty: 5919.941406
	Iteration 41Q: 3 clusters Score -2.10118e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149079 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -21011960.000000 Penalty: 5919.941406
	Iteration 42Q: 3 clusters Score -2.101196e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149381 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -21012066.000000 Penalty: 5919.941406
	Iteration 43Q: 3 clusters Score -2.101207e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149644 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -21012108.000000 Penalty: 5919.941406
	Iteration 44Q: 3 clusters Score -2.101211e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149865 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -21012208.000000 Penalty: 5919.941406
	Iteration 45Q: 3 clusters Score -2.101221e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150053 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -21012258.000000 Penalty: 5919.941406
	Iteration 46Q: 3 clusters Score -2.101226e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150220 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -21012320.000000 Penalty: 5919.941406
	Iteration 47Q: 3 clusters Score -2.101232e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150355 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -21012392.000000 Penalty: 5919.941406
	Iteration 48Q: 3 clusters Score -2.101239e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150494 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -21012428.000000 Penalty: 5919.941406
	Iteration 49Q: 3 clusters Score -2.101243e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150606 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -21012476.000000 Penalty: 5919.941406
	Iteration 50Q: 3 clusters Score -2.101248e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150710 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -21012482.000000 Penalty: 5919.941406
	Iteration 51Q: 3 clusters Score -2.101248e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150775 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -21012486.000000 Penalty: 5919.941406
	Iteration 52Q: 3 clusters Score -2.101249e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150832 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -21012526.000000 Penalty: 5919.941406
	Iteration 53Q: 3 clusters Score -2.101253e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150878 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -21012528.000000 Penalty: 5919.941406
	Iteration 54Q: 3 clusters Score -2.101253e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150918 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -21012532.000000 Penalty: 5919.941406
	Iteration 55Q: 3 clusters Score -2.101253e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150949 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -21012524.000000 Penalty: 5919.941406
	Iteration 56Q: 3 clusters Score -2.101252e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150982 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -21012518.000000 Penalty: 5919.941406
	Iteration 57Q: 3 clusters Score -2.101252e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151018 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -21012560.000000 Penalty: 5919.941406
	Iteration 58Q: 3 clusters Score -2.101256e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151041 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -21012570.000000 Penalty: 5919.941406
	Iteration 59Q: 3 clusters Score -2.101257e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151066 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -21012576.000000 Penalty: 5919.941406
	Iteration 60F: 3 clusters Score -2.101258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151080 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -21012562.000000 Penalty: 5919.941406
	Iteration 61Q: 3 clusters Score -2.101256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151089 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -21012572.000000 Penalty: 5919.941406
	Iteration 62Q: 3 clusters Score -2.101257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151095 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -21012588.000000 Penalty: 5919.941406
	Iteration 63Q: 3 clusters Score -2.101259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151100 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -21012612.000000 Penalty: 5919.941406
	Iteration 64Q: 3 clusters Score -2.101261e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151110 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -21012612.000000 Penalty: 5919.941406
	Iteration 65Q: 3 clusters Score -2.101261e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151126 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -21012628.000000 Penalty: 5919.941406
	Iteration 66Q: 3 clusters Score -2.101263e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151137 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -21012610.000000 Penalty: 5919.941406
	Iteration 67Q: 3 clusters Score -2.101261e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151148 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -21012600.000000 Penalty: 5919.941406
	Iteration 68Q: 3 clusters Score -2.10126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151154 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -21012608.000000 Penalty: 5919.941406
	Iteration 69Q: 3 clusters Score -2.101261e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151161 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -21012600.000000 Penalty: 5919.941406
	Iteration 70Q: 3 clusters Score -2.10126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151173 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -21012594.000000 Penalty: 5919.941406
	Iteration 71Q: 3 clusters Score -2.101259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151179 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -21012610.000000 Penalty: 5919.941406
	Iteration 72Q: 3 clusters Score -2.101261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151185 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -21012616.000000 Penalty: 5919.941406
	Iteration 73Q: 3 clusters Score -2.101262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151187 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -21012622.000000 Penalty: 5919.941406
	Iteration 74Q: 3 clusters Score -2.101262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151190 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -21012616.000000 Penalty: 5919.941406
	Iteration 75Q: 3 clusters Score -2.101262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151194 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -21012618.000000 Penalty: 5919.941406
	Iteration 76Q: 3 clusters Score -2.101262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151199 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -21012600.000000 Penalty: 5919.941406
	Iteration 77Q: 3 clusters Score -2.10126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151204 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -21012608.000000 Penalty: 5919.941406
	Iteration 78Q: 3 clusters Score -2.101261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151209 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -21012618.000000 Penalty: 5919.941406
	Iteration 79Q: 3 clusters Score -2.101262e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151217 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -21012614.000000 Penalty: 5919.941406
	Iteration 80F: 3 clusters Score -2.101261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151219 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -21012602.000000 Penalty: 5919.941406
	Iteration 81Q: 3 clusters Score -2.10126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151221 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -21012608.000000 Penalty: 5919.941406
	Iteration 82Q: 3 clusters Score -2.101261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151225 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -21012614.000000 Penalty: 5919.941406
	Iteration 83Q: 3 clusters Score -2.101261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151229 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -21012618.000000 Penalty: 5919.941406
	Iteration 84Q: 3 clusters Score -2.101262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151233 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -21012624.000000 Penalty: 5919.941406
	Iteration 85Q: 3 clusters Score -2.101262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151234 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -21012622.000000 Penalty: 5919.941406
	Iteration 86Q: 3 clusters Score -2.101262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151234 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -21012622.000000 Penalty: 5919.941406
	Iteration 87F: 3 clusters Score -2.101262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (138518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138518 members 
Entering Unmasked Estep 
Score: -19068608.000000 Penalty: 2936.011475
	Iteration 0F: 2 clusters Score -1.906861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69474 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -18975724.000000 Penalty: 5872.022949
	Iteration 0F: 3 clusters Score -1.897572e+07 nChanged 66090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72410 members 
Mstep: Class 2 contains 66108 members 
Entering Unmasked Estep 
Score: -19014500.000000 Penalty: 5872.022949
	Iteration 1F: 3 clusters Score -1.90145e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74445 members 
Mstep: Class 2 contains 64073 members 
Entering Unmasked Estep 
Score: -19015672.000000 Penalty: 5872.022949
	Iteration 2Q: 3 clusters Score -1.901567e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77460 members 
Mstep: Class 2 contains 61058 members 
Entering Unmasked Estep 
Score: -19017374.000000 Penalty: 5872.022949
	Iteration 3Q: 3 clusters Score -1.901737e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81884 members 
Mstep: Class 2 contains 56634 members 
Entering Unmasked Estep 
Score: -19019938.000000 Penalty: 5872.022949
	Iteration 4Q: 3 clusters Score -1.901994e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88101 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -19024424.000000 Penalty: 5872.022949
	Iteration 5F: 3 clusters Score -1.902442e+07 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96212 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -19031324.000000 Penalty: 5872.022949
	Iteration 6F: 3 clusters Score -1.903132e+07 nChanged 10455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105523 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -19040108.000000 Penalty: 5872.022949
	Iteration 7F: 3 clusters Score -1.904011e+07 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114143 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -19048810.000000 Penalty: 5872.022949
	Iteration 8F: 3 clusters Score -1.904881e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120559 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -19055226.000000 Penalty: 5872.022949
	Iteration 9F: 3 clusters Score -1.905523e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124705 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -19059042.000000 Penalty: 5872.022949
	Iteration 10Q: 3 clusters Score -1.905904e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127410 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -19061086.000000 Penalty: 5872.022949
	Iteration 11Q: 3 clusters Score -1.906109e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129359 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -19062544.000000 Penalty: 5872.022949
	Iteration 12Q: 3 clusters Score -1.906254e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130896 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -19063406.000000 Penalty: 5872.022949
	Iteration 13Q: 3 clusters Score -1.906341e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132066 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -19064120.000000 Penalty: 5872.022949
	Iteration 14Q: 3 clusters Score -1.906412e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133012 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -19064650.000000 Penalty: 5872.022949
	Iteration 15Q: 3 clusters Score -1.906465e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133795 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -19065100.000000 Penalty: 5872.022949
	Iteration 16Q: 3 clusters Score -1.90651e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134413 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -19065470.000000 Penalty: 5872.022949
	Iteration 17Q: 3 clusters Score -1.906547e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134896 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -19065690.000000 Penalty: 5872.022949
	Iteration 18Q: 3 clusters Score -1.906569e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135312 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -19065884.000000 Penalty: 5872.022949
	Iteration 19Q: 3 clusters Score -1.906588e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135641 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -19066026.000000 Penalty: 5872.022949
	Iteration 20F: 3 clusters Score -1.906603e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135879 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -19066178.000000 Penalty: 5872.022949
	Iteration 21Q: 3 clusters Score -1.906618e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136049 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -19066306.000000 Penalty: 5872.022949
	Iteration 22Q: 3 clusters Score -1.906631e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136197 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -19066340.000000 Penalty: 5872.022949
	Iteration 23Q: 3 clusters Score -1.906634e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136323 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -19066436.000000 Penalty: 5872.022949
	Iteration 24Q: 3 clusters Score -1.906644e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136411 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -19066466.000000 Penalty: 5872.022949
	Iteration 25Q: 3 clusters Score -1.906647e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136481 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -19066498.000000 Penalty: 5872.022949
	Iteration 26Q: 3 clusters Score -1.90665e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136550 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -19066540.000000 Penalty: 5872.022949
	Iteration 27Q: 3 clusters Score -1.906654e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136594 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -19066588.000000 Penalty: 5872.022949
	Iteration 28Q: 3 clusters Score -1.906659e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136633 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -19066616.000000 Penalty: 5872.022949
	Iteration 29Q: 3 clusters Score -1.906662e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136666 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -19066616.000000 Penalty: 5872.022949
	Iteration 30Q: 3 clusters Score -1.906662e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136695 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -19066598.000000 Penalty: 5872.022949
	Iteration 31Q: 3 clusters Score -1.90666e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136718 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -19066614.000000 Penalty: 5872.022949
	Iteration 32Q: 3 clusters Score -1.906661e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136737 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -19066612.000000 Penalty: 5872.022949
	Iteration 33Q: 3 clusters Score -1.906661e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136752 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -19066616.000000 Penalty: 5872.022949
	Iteration 34Q: 3 clusters Score -1.906662e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136770 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -19066638.000000 Penalty: 5872.022949
	Iteration 35Q: 3 clusters Score -1.906664e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136781 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -19066672.000000 Penalty: 5872.022949
	Iteration 36Q: 3 clusters Score -1.906667e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136800 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -19066700.000000 Penalty: 5872.022949
	Iteration 37Q: 3 clusters Score -1.90667e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136817 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -19066722.000000 Penalty: 5872.022949
	Iteration 38Q: 3 clusters Score -1.906672e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136826 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -19066730.000000 Penalty: 5872.022949
	Iteration 39Q: 3 clusters Score -1.906673e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136841 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -19066720.000000 Penalty: 5872.022949
	Iteration 40F: 3 clusters Score -1.906672e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136854 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -19066728.000000 Penalty: 5872.022949
	Iteration 41Q: 3 clusters Score -1.906673e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136872 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -19066738.000000 Penalty: 5872.022949
	Iteration 42Q: 3 clusters Score -1.906674e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136890 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -19066726.000000 Penalty: 5872.022949
	Iteration 43Q: 3 clusters Score -1.906673e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136900 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -19066758.000000 Penalty: 5872.022949
	Iteration 44Q: 3 clusters Score -1.906676e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136916 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -19066790.000000 Penalty: 5872.022949
	Iteration 45Q: 3 clusters Score -1.906679e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136933 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -19066802.000000 Penalty: 5872.022949
	Iteration 46Q: 3 clusters Score -1.90668e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136945 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -19066796.000000 Penalty: 5872.022949
	Iteration 47Q: 3 clusters Score -1.90668e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136953 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -19066816.000000 Penalty: 5872.022949
	Iteration 48Q: 3 clusters Score -1.906682e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136966 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -19066822.000000 Penalty: 5872.022949
	Iteration 49Q: 3 clusters Score -1.906682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136963 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -19066838.000000 Penalty: 5872.022949
	Iteration 50Q: 3 clusters Score -1.906684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136967 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -19066842.000000 Penalty: 5872.022949
	Iteration 51Q: 3 clusters Score -1.906684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136973 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -19066850.000000 Penalty: 5872.022949
	Iteration 52Q: 3 clusters Score -1.906685e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136978 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -19066834.000000 Penalty: 5872.022949
	Iteration 53Q: 3 clusters Score -1.906683e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136986 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -19066848.000000 Penalty: 5872.022949
	Iteration 54Q: 3 clusters Score -1.906685e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136988 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -19066856.000000 Penalty: 5872.022949
	Iteration 55Q: 3 clusters Score -1.906686e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136992 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -19066874.000000 Penalty: 5872.022949
	Iteration 56Q: 3 clusters Score -1.906687e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136993 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -19066876.000000 Penalty: 5872.022949
	Iteration 57Q: 3 clusters Score -1.906688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136993 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -19066880.000000 Penalty: 5872.022949
	Iteration 58Q: 3 clusters Score -1.906688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136995 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -19066886.000000 Penalty: 5872.022949
	Iteration 59Q: 3 clusters Score -1.906689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136999 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -19066874.000000 Penalty: 5872.022949
	Iteration 60F: 3 clusters Score -1.906687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137000 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -19066870.000000 Penalty: 5872.022949
	Iteration 61Q: 3 clusters Score -1.906687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137001 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -19066874.000000 Penalty: 5872.022949
	Iteration 62Q: 3 clusters Score -1.906687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137004 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -19066894.000000 Penalty: 5872.022949
	Iteration 63Q: 3 clusters Score -1.906689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137008 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -19066878.000000 Penalty: 5872.022949
	Iteration 64Q: 3 clusters Score -1.906688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137011 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -19066886.000000 Penalty: 5872.022949
	Iteration 65Q: 3 clusters Score -1.906689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137012 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -19066898.000000 Penalty: 5872.022949
	Iteration 66Q: 3 clusters Score -1.90669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137011 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -19066892.000000 Penalty: 5872.022949
	Iteration 67Q: 3 clusters Score -1.906689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137009 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -19066888.000000 Penalty: 5872.022949
	Iteration 68Q: 3 clusters Score -1.906689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137009 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -19066902.000000 Penalty: 5872.022949
	Iteration 69Q: 3 clusters Score -1.90669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137009 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -19066902.000000 Penalty: 5872.022949
	Iteration 70F: 3 clusters Score -1.90669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Entering Unmasked Estep 
Score: -1657929.625000 Penalty: 2333.621826
	Iteration 0F: 2 clusters Score -1657930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1648822.125000 Penalty: 4667.243652
	Iteration 0F: 3 clusters Score -1648822 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1651454.125000 Penalty: 4667.243652
	Iteration 1F: 3 clusters Score -1651454 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1651739.125000 Penalty: 4667.243652
	Iteration 2F: 3 clusters Score -1651739 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1651949.875000 Penalty: 4667.243652
	Iteration 3Q: 3 clusters Score -1651950 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1652146.250000 Penalty: 4667.243652
	Iteration 4Q: 3 clusters Score -1652146 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1652347.000000 Penalty: 4667.243652
	Iteration 5Q: 3 clusters Score -1652347 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1652527.000000 Penalty: 4667.243652
	Iteration 6Q: 3 clusters Score -1652527 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1652720.125000 Penalty: 4667.243652
	Iteration 7Q: 3 clusters Score -1652720 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1652974.375000 Penalty: 4667.243652
	Iteration 8Q: 3 clusters Score -1652974 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1653226.500000 Penalty: 4667.243652
	Iteration 9Q: 3 clusters Score -1653226 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1653484.750000 Penalty: 4667.243652
	Iteration 10Q: 3 clusters Score -1653485 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1653774.125000 Penalty: 4667.243652
	Iteration 11Q: 3 clusters Score -1653774 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1654046.125000 Penalty: 4667.243652
	Iteration 12Q: 3 clusters Score -1654046 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1654320.625000 Penalty: 4667.243652
	Iteration 13Q: 3 clusters Score -1654321 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1654559.750000 Penalty: 4667.243652
	Iteration 14Q: 3 clusters Score -1654560 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1654761.000000 Penalty: 4667.243652
	Iteration 15Q: 3 clusters Score -1654761 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1654940.625000 Penalty: 4667.243652
	Iteration 16Q: 3 clusters Score -1654941 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1655102.125000 Penalty: 4667.243652
	Iteration 17Q: 3 clusters Score -1655102 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1655259.250000 Penalty: 4667.243652
	Iteration 18Q: 3 clusters Score -1655259 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1655423.750000 Penalty: 4667.243652
	Iteration 19Q: 3 clusters Score -1655424 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1655605.625000 Penalty: 4667.243652
	Iteration 20F: 3 clusters Score -1655606 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1655769.875000 Penalty: 4667.243652
	Iteration 21Q: 3 clusters Score -1655770 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1655885.875000 Penalty: 4667.243652
	Iteration 22Q: 3 clusters Score -1655886 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1655962.125000 Penalty: 4667.243652
	Iteration 23Q: 3 clusters Score -1655962 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1656021.250000 Penalty: 4667.243652
	Iteration 24Q: 3 clusters Score -1656021 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1656069.875000 Penalty: 4667.243652
	Iteration 25Q: 3 clusters Score -1656070 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1656099.500000 Penalty: 4667.243652
	Iteration 26Q: 3 clusters Score -1656100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1656123.625000 Penalty: 4667.243652
	Iteration 27Q: 3 clusters Score -1656124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1656132.375000 Penalty: 4667.243652
	Iteration 28Q: 3 clusters Score -1656132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1656143.375000 Penalty: 4667.243652
	Iteration 29Q: 3 clusters Score -1656143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1656143.875000 Penalty: 4667.243652
	Iteration 30Q: 3 clusters Score -1656144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1656150.000000 Penalty: 4667.243652
	Iteration 31Q: 3 clusters Score -1656150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1656157.250000 Penalty: 4667.243652
	Iteration 32Q: 3 clusters Score -1656157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1656160.625000 Penalty: 4667.243652
	Iteration 33Q: 3 clusters Score -1656161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1656161.125000 Penalty: 4667.243652
	Iteration 34Q: 3 clusters Score -1656161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1656162.000000 Penalty: 4667.243652
	Iteration 35Q: 3 clusters Score -1656162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1656160.875000 Penalty: 4667.243652
	Iteration 36Q: 3 clusters Score -1656161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1656160.750000 Penalty: 4667.243652
	Iteration 37Q: 3 clusters Score -1656161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1656160.750000 Penalty: 4667.243652
	Iteration 38F: 3 clusters Score -1656161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (175847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175847 members 
Entering Unmasked Estep 
Score: -24102950.000000 Penalty: 2995.187744
	Iteration 0F: 2 clusters Score -2.410295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88125 members 
Mstep: Class 2 contains 87722 members 
Entering Unmasked Estep 
Score: -23989626.000000 Penalty: 5990.375488
	Iteration 0F: 3 clusters Score -2.398963e+07 nChanged 84336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91595 members 
Mstep: Class 2 contains 84252 members 
Entering Unmasked Estep 
Score: -24038356.000000 Penalty: 5990.375488
	Iteration 1F: 3 clusters Score -2.403836e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94172 members 
Mstep: Class 2 contains 81675 members 
Entering Unmasked Estep 
Score: -24039278.000000 Penalty: 5990.375488
	Iteration 2Q: 3 clusters Score -2.403928e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98109 members 
Mstep: Class 2 contains 77738 members 
Entering Unmasked Estep 
Score: -24040752.000000 Penalty: 5990.375488
	Iteration 3Q: 3 clusters Score -2.404075e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104079 members 
Mstep: Class 2 contains 71768 members 
Entering Unmasked Estep 
Score: -24043058.000000 Penalty: 5990.375488
	Iteration 4Q: 3 clusters Score -2.404306e+07 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112955 members 
Mstep: Class 2 contains 62892 members 
Entering Unmasked Estep 
Score: -24047740.000000 Penalty: 5990.375488
	Iteration 5F: 3 clusters Score -2.404774e+07 nChanged 12760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125471 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -24056758.000000 Penalty: 5990.375488
	Iteration 6F: 3 clusters Score -2.405676e+07 nChanged 15789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141162 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -24070224.000000 Penalty: 5990.375488
	Iteration 7F: 3 clusters Score -2.407022e+07 nChanged 15709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156841 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -24085548.000000 Penalty: 5990.375488
	Iteration 8F: 3 clusters Score -2.408555e+07 nChanged 11683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168524 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -24095496.000000 Penalty: 5990.375488
	Iteration 9F: 3 clusters Score -2.40955e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173770 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -24099168.000000 Penalty: 5990.375488
	Iteration 10Q: 3 clusters Score -2.409917e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175251 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -24099980.000000 Penalty: 5990.375488
	Iteration 11Q: 3 clusters Score -2.409998e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175583 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24100192.000000 Penalty: 5990.375488
	Iteration 12Q: 3 clusters Score -2.410019e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175638 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24100280.000000 Penalty: 5990.375488
	Iteration 13Q: 3 clusters Score -2.410028e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175660 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24100302.000000 Penalty: 5990.375488
	Iteration 14Q: 3 clusters Score -2.41003e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175675 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24100334.000000 Penalty: 5990.375488
	Iteration 15Q: 3 clusters Score -2.410033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175683 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24100376.000000 Penalty: 5990.375488
	Iteration 16Q: 3 clusters Score -2.410038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175685 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24100372.000000 Penalty: 5990.375488
	Iteration 17Q: 3 clusters Score -2.410037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175688 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24100394.000000 Penalty: 5990.375488
	Iteration 18Q: 3 clusters Score -2.410039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175689 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24100394.000000 Penalty: 5990.375488
	Iteration 19Q: 3 clusters Score -2.410039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175692 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24100404.000000 Penalty: 5990.375488
	Iteration 20F: 3 clusters Score -2.41004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175694 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24100406.000000 Penalty: 5990.375488
	Iteration 21Q: 3 clusters Score -2.410041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175694 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24100406.000000 Penalty: 5990.375488
	Iteration 22F: 3 clusters Score -2.410041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -76602.250000 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -76602.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -74986.875000 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -74986.88 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -75444.914062 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -75444.91 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -75911.945312 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -75911.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -76203.226562 Penalty: 3207.207764
	Iteration 3F: 3 clusters Score -76203.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -76342.031250 Penalty: 3207.207764
	Iteration 4F: 3 clusters Score -76342.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -76474.515625 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -76474.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -76536.125000 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -76536.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -76607.695312 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -76607.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -76661.195312 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -76661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -76685.898438 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -76685.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -76706.687500 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -76706.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -76706.687500 Penalty: 3207.207764
	Iteration 11F: 3 clusters Score -76706.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 144132 members 
Mstep: Class 3 contains 9337 members 
Mstep: Class 4 contains 125076 members 
Mstep: Class 5 contains 14521 members 
Mstep: Class 6 contains 1190 members 
Mstep: Class 7 contains 6639 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 152568 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 138518 members 
Mstep: Class 12 contains 12207 members 
Mstep: Class 13 contains 175847 members 
Mstep: Class 14 contains 157 members 
Mstep: Class 16 contains 34822 members 
Mstep: Class 17 contains 41250 members 
Entering Unmasked Estep 
Score: -116086752.000000 Penalty: 54213.273438
Splitting cluster 14 changes total score from -116088256.000000 to -116086752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (34822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Entering Unmasked Estep 
Score: -4848618.000000 Penalty: 2593.585205
	Iteration 0F: 2 clusters Score -4848618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -4824772.500000 Penalty: 5187.170410
	Iteration 0F: 3 clusters Score -4824772 nChanged 15945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -4833345.000000 Penalty: 5187.170410
	Iteration 1F: 3 clusters Score -4833345 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -4833754.000000 Penalty: 5187.170410
	Iteration 2Q: 3 clusters Score -4833754 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -4834052.500000 Penalty: 5187.170410
	Iteration 3Q: 3 clusters Score -4834052 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -4834252.500000 Penalty: 5187.170410
	Iteration 4Q: 3 clusters Score -4834252 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -4834480.500000 Penalty: 5187.170410
	Iteration 5Q: 3 clusters Score -4834480 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -4834687.000000 Penalty: 5187.170410
	Iteration 6Q: 3 clusters Score -4834687 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -4834907.000000 Penalty: 5187.170410
	Iteration 7Q: 3 clusters Score -4834907 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -4835156.500000 Penalty: 5187.170410
	Iteration 8Q: 3 clusters Score -4835156 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -4835510.000000 Penalty: 5187.170410
	Iteration 9Q: 3 clusters Score -4835510 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -4835998.000000 Penalty: 5187.170410
	Iteration 10Q: 3 clusters Score -4835998 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -4836709.500000 Penalty: 5187.170410
	Iteration 11Q: 3 clusters Score -4836710 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -4837878.500000 Penalty: 5187.170410
	Iteration 12F: 3 clusters Score -4837878 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -4839532.000000 Penalty: 5187.170410
	Iteration 13F: 3 clusters Score -4839532 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -4841606.500000 Penalty: 5187.170410
	Iteration 14F: 3 clusters Score -4841606 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -4843557.500000 Penalty: 5187.170410
	Iteration 15F: 3 clusters Score -4843558 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4844958.500000 Penalty: 5187.170410
	Iteration 16Q: 3 clusters Score -4844958 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4845675.000000 Penalty: 5187.170410
	Iteration 17Q: 3 clusters Score -4845675 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4846015.000000 Penalty: 5187.170410
	Iteration 18Q: 3 clusters Score -4846015 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4846190.500000 Penalty: 5187.170410
	Iteration 19Q: 3 clusters Score -4846190 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4846262.500000 Penalty: 5187.170410
	Iteration 20F: 3 clusters Score -4846262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4846306.500000 Penalty: 5187.170410
	Iteration 21Q: 3 clusters Score -4846306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4846334.000000 Penalty: 5187.170410
	Iteration 22Q: 3 clusters Score -4846334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4846358.000000 Penalty: 5187.170410
	Iteration 23Q: 3 clusters Score -4846358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4846380.000000 Penalty: 5187.170410
	Iteration 24Q: 3 clusters Score -4846380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4846396.000000 Penalty: 5187.170410
	Iteration 25Q: 3 clusters Score -4846396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4846408.500000 Penalty: 5187.170410
	Iteration 26Q: 3 clusters Score -4846408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4846416.500000 Penalty: 5187.170410
	Iteration 27Q: 3 clusters Score -4846416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4846421.000000 Penalty: 5187.170410
	Iteration 28Q: 3 clusters Score -4846421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4846425.000000 Penalty: 5187.170410
	Iteration 29Q: 3 clusters Score -4846425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4846428.500000 Penalty: 5187.170410
	Iteration 30Q: 3 clusters Score -4846428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4846428.500000 Penalty: 5187.170410
	Iteration 31Q: 3 clusters Score -4846428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4846431.500000 Penalty: 5187.170410
	Iteration 32Q: 3 clusters Score -4846432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4846432.500000 Penalty: 5187.170410
	Iteration 33Q: 3 clusters Score -4846432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4846432.500000 Penalty: 5187.170410
	Iteration 34F: 3 clusters Score -4846432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Entering Unmasked Estep 
Score: -5574142.500000 Penalty: 2635.596680
	Iteration 0F: 2 clusters Score -5574142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -5546500.500000 Penalty: 5271.193359
	Iteration 0F: 3 clusters Score -5546500 nChanged 18720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -5556542.000000 Penalty: 5271.193359
	Iteration 1F: 3 clusters Score -5556542 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -5556975.500000 Penalty: 5271.193359
	Iteration 2Q: 3 clusters Score -5556976 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -5557382.000000 Penalty: 5271.193359
	Iteration 3Q: 3 clusters Score -5557382 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -5557753.000000 Penalty: 5271.193359
	Iteration 4Q: 3 clusters Score -5557753 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -5558196.000000 Penalty: 5271.193359
	Iteration 5Q: 3 clusters Score -5558196 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -5558785.000000 Penalty: 5271.193359
	Iteration 6Q: 3 clusters Score -5558785 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -5559648.000000 Penalty: 5271.193359
	Iteration 7Q: 3 clusters Score -5559648 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -5560881.000000 Penalty: 5271.193359
	Iteration 8Q: 3 clusters Score -5560881 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -5562483.000000 Penalty: 5271.193359
	Iteration 9F: 3 clusters Score -5562483 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -5564182.000000 Penalty: 5271.193359
	Iteration 10F: 3 clusters Score -5564182 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -5565662.500000 Penalty: 5271.193359
	Iteration 11F: 3 clusters Score -5565662 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -5566573.000000 Penalty: 5271.193359
	Iteration 12Q: 3 clusters Score -5566573 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -5567086.500000 Penalty: 5271.193359
	Iteration 13Q: 3 clusters Score -5567086 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -5567369.000000 Penalty: 5271.193359
	Iteration 14Q: 3 clusters Score -5567369 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -5567591.000000 Penalty: 5271.193359
	Iteration 15Q: 3 clusters Score -5567591 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -5567803.000000 Penalty: 5271.193359
	Iteration 16Q: 3 clusters Score -5567803 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -5567997.000000 Penalty: 5271.193359
	Iteration 17Q: 3 clusters Score -5567997 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -5568264.000000 Penalty: 5271.193359
	Iteration 18Q: 3 clusters Score -5568264 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -5568540.000000 Penalty: 5271.193359
	Iteration 19Q: 3 clusters Score -5568540 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -5568833.500000 Penalty: 5271.193359
	Iteration 20F: 3 clusters Score -5568834 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -5569168.000000 Penalty: 5271.193359
	Iteration 21Q: 3 clusters Score -5569168 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -5569487.500000 Penalty: 5271.193359
	Iteration 22Q: 3 clusters Score -5569488 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -5569789.000000 Penalty: 5271.193359
	Iteration 23Q: 3 clusters Score -5569789 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -5570031.000000 Penalty: 5271.193359
	Iteration 24Q: 3 clusters Score -5570031 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -5570215.000000 Penalty: 5271.193359
	Iteration 25Q: 3 clusters Score -5570215 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -5570394.500000 Penalty: 5271.193359
	Iteration 26Q: 3 clusters Score -5570394 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -5570611.500000 Penalty: 5271.193359
	Iteration 27Q: 3 clusters Score -5570612 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -5570764.000000 Penalty: 5271.193359
	Iteration 28Q: 3 clusters Score -5570764 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -5570899.000000 Penalty: 5271.193359
	Iteration 29Q: 3 clusters Score -5570899 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -5571039.000000 Penalty: 5271.193359
	Iteration 30Q: 3 clusters Score -5571039 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -5571160.000000 Penalty: 5271.193359
	Iteration 31Q: 3 clusters Score -5571160 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -5571230.000000 Penalty: 5271.193359
	Iteration 32Q: 3 clusters Score -5571230 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -5571301.500000 Penalty: 5271.193359
	Iteration 33Q: 3 clusters Score -5571302 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -5571387.500000 Penalty: 5271.193359
	Iteration 34Q: 3 clusters Score -5571388 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -5571434.500000 Penalty: 5271.193359
	Iteration 35Q: 3 clusters Score -5571434 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -5571481.000000 Penalty: 5271.193359
	Iteration 36Q: 3 clusters Score -5571481 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -5571533.500000 Penalty: 5271.193359
	Iteration 37Q: 3 clusters Score -5571534 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -5571575.500000 Penalty: 5271.193359
	Iteration 38Q: 3 clusters Score -5571576 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -5571619.000000 Penalty: 5271.193359
	Iteration 39Q: 3 clusters Score -5571619 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -5571672.500000 Penalty: 5271.193359
	Iteration 40F: 3 clusters Score -5571672 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -5571709.500000 Penalty: 5271.193359
	Iteration 41Q: 3 clusters Score -5571710 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -5571729.500000 Penalty: 5271.193359
	Iteration 42Q: 3 clusters Score -5571730 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -5571746.500000 Penalty: 5271.193359
	Iteration 43Q: 3 clusters Score -5571746 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -5571766.000000 Penalty: 5271.193359
	Iteration 44Q: 3 clusters Score -5571766 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -5571779.000000 Penalty: 5271.193359
	Iteration 45Q: 3 clusters Score -5571779 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -5571783.500000 Penalty: 5271.193359
	Iteration 46Q: 3 clusters Score -5571784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -5571799.500000 Penalty: 5271.193359
	Iteration 47Q: 3 clusters Score -5571800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -5571805.000000 Penalty: 5271.193359
	Iteration 48Q: 3 clusters Score -5571805 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -5571827.000000 Penalty: 5271.193359
	Iteration 49Q: 3 clusters Score -5571827 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -5571833.500000 Penalty: 5271.193359
	Iteration 50Q: 3 clusters Score -5571834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -5571840.500000 Penalty: 5271.193359
	Iteration 51Q: 3 clusters Score -5571840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -5571840.000000 Penalty: 5271.193359
	Iteration 52Q: 3 clusters Score -5571840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -5571843.000000 Penalty: 5271.193359
	Iteration 53Q: 3 clusters Score -5571843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -5571843.500000 Penalty: 5271.193359
	Iteration 54Q: 3 clusters Score -5571844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -5571849.500000 Penalty: 5271.193359
	Iteration 55Q: 3 clusters Score -5571850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -5571854.000000 Penalty: 5271.193359
	Iteration 56Q: 3 clusters Score -5571854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -5571860.500000 Penalty: 5271.193359
	Iteration 57Q: 3 clusters Score -5571860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -5571869.500000 Penalty: 5271.193359
	Iteration 58Q: 3 clusters Score -5571870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -5571869.500000 Penalty: 5271.193359
	Iteration 59Q: 3 clusters Score -5571870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -5571887.000000 Penalty: 5271.193359
	Iteration 60F: 3 clusters Score -5571887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -5571884.000000 Penalty: 5271.193359
	Iteration 61Q: 3 clusters Score -5571884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -5571888.000000 Penalty: 5271.193359
	Iteration 62Q: 3 clusters Score -5571888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -5571891.500000 Penalty: 5271.193359
	Iteration 63Q: 3 clusters Score -5571892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -5571897.500000 Penalty: 5271.193359
	Iteration 64Q: 3 clusters Score -5571898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -5571901.000000 Penalty: 5271.193359
	Iteration 65Q: 3 clusters Score -5571901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -5571905.500000 Penalty: 5271.193359
	Iteration 66Q: 3 clusters Score -5571906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -5571913.000000 Penalty: 5271.193359
	Iteration 67Q: 3 clusters Score -5571913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -5571915.500000 Penalty: 5271.193359
	Iteration 68Q: 3 clusters Score -5571916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -5571926.500000 Penalty: 5271.193359
	Iteration 69Q: 3 clusters Score -5571926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -5571928.000000 Penalty: 5271.193359
	Iteration 70Q: 3 clusters Score -5571928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -5571930.500000 Penalty: 5271.193359
	Iteration 71Q: 3 clusters Score -5571930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -5571926.000000 Penalty: 5271.193359
	Iteration 72Q: 3 clusters Score -5571926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -5571938.500000 Penalty: 5271.193359
	Iteration 73Q: 3 clusters Score -5571938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -5571942.000000 Penalty: 5271.193359
	Iteration 74Q: 3 clusters Score -5571942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -5571943.000000 Penalty: 5271.193359
	Iteration 75Q: 3 clusters Score -5571943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -5571944.500000 Penalty: 5271.193359
	Iteration 76Q: 3 clusters Score -5571944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -5571945.000000 Penalty: 5271.193359
	Iteration 77Q: 3 clusters Score -5571945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -5571943.000000 Penalty: 5271.193359
	Iteration 78Q: 3 clusters Score -5571943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -5571942.500000 Penalty: 5271.193359
	Iteration 79Q: 3 clusters Score -5571942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -5571940.500000 Penalty: 5271.193359
	Iteration 80F: 3 clusters Score -5571940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -5571944.000000 Penalty: 5271.193359
	Iteration 81Q: 3 clusters Score -5571944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -5571938.500000 Penalty: 5271.193359
	Iteration 82Q: 3 clusters Score -5571938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -5571938.500000 Penalty: 5271.193359
	Iteration 83F: 3 clusters Score -5571938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 144132 members 
Mstep: Class 3 contains 9337 members 
Mstep: Class 4 contains 125076 members 
Mstep: Class 5 contains 14521 members 
Mstep: Class 6 contains 1190 members 
Mstep: Class 7 contains 6639 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 152568 members 
Mstep: Class 11 contains 138518 members 
Mstep: Class 12 contains 12207 members 
Mstep: Class 13 contains 175847 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 34822 members 
Mstep: Class 17 contains 41250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088512.000000 Penalty: 50824.945312
Iteration 119Q: 16 clusters Score -1.160885e+08 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 144635 members 
Mstep: Class 3 contains 9348 members 
Mstep: Class 4 contains 125101 members 
Mstep: Class 5 contains 14483 members 
Mstep: Class 6 contains 1190 members 
Mstep: Class 7 contains 6634 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 152527 members 
Mstep: Class 11 contains 138003 members 
Mstep: Class 12 contains 12208 members 
Mstep: Class 13 contains 175893 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 34799 members 
Mstep: Class 17 contains 41286 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 16 clusters Score -1.160887e+08 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 145175 members 
Mstep: Class 3 contains 9353 members 
Mstep: Class 4 contains 125148 members 
Mstep: Class 5 contains 14457 members 
Mstep: Class 6 contains 1190 members 
Mstep: Class 7 contains 6641 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 152466 members 
Mstep: Class 11 contains 137407 members 
Mstep: Class 12 contains 12208 members 
Mstep: Class 13 contains 175961 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 34779 members 
Mstep: Class 17 contains 41322 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 16 clusters Score -1.160891e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 145708 members 
Mstep: Class 3 contains 9354 members 
Mstep: Class 4 contains 125186 members 
Mstep: Class 5 contains 14429 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 6641 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 152422 members 
Mstep: Class 11 contains 136853 members 
Mstep: Class 12 contains 12195 members 
Mstep: Class 13 contains 176031 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 34748 members 
Mstep: Class 17 contains 41351 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 16 clusters Score -1.16089e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 146220 members 
Mstep: Class 3 contains 9358 members 
Mstep: Class 4 contains 125204 members 
Mstep: Class 5 contains 14390 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 6646 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 152394 members 
Mstep: Class 11 contains 136327 members 
Mstep: Class 12 contains 12179 members 
Mstep: Class 13 contains 176108 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 34713 members 
Mstep: Class 17 contains 41379 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 16 clusters Score -1.160893e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 146722 members 
Mstep: Class 3 contains 9368 members 
Mstep: Class 4 contains 125212 members 
Mstep: Class 5 contains 14362 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 6647 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 152372 members 
Mstep: Class 11 contains 135813 members 
Mstep: Class 12 contains 12169 members 
Mstep: Class 13 contains 176173 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 34693 members 
Mstep: Class 17 contains 41389 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 16 clusters Score -1.160897e+08 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 147261 members 
Mstep: Class 3 contains 9377 members 
Mstep: Class 4 contains 125230 members 
Mstep: Class 5 contains 14339 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 6650 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 152331 members 
Mstep: Class 11 contains 135270 members 
Mstep: Class 12 contains 12172 members 
Mstep: Class 13 contains 176200 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 34677 members 
Mstep: Class 17 contains 41413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116089728.000000 Penalty: 50824.945312
Iteration 125Q: 16 clusters Score -1.160897e+08 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 147822 members 
Mstep: Class 3 contains 9388 members 
Mstep: Class 4 contains 125262 members 
Mstep: Class 5 contains 14318 members 
Mstep: Class 6 contains 1188 members 
Mstep: Class 7 contains 6659 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 152257 members 
Mstep: Class 11 contains 134700 members 
Mstep: Class 12 contains 12170 members 
Mstep: Class 13 contains 176234 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 34673 members 
Mstep: Class 17 contains 41438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116089424.000000 Penalty: 50824.945312
Iteration 126Q: 16 clusters Score -1.160894e+08 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 148392 members 
Mstep: Class 3 contains 9400 members 
Mstep: Class 4 contains 125287 members 
Mstep: Class 5 contains 14290 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6669 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 152205 members 
Mstep: Class 11 contains 134132 members 
Mstep: Class 12 contains 12163 members 
Mstep: Class 13 contains 176259 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 34676 members 
Mstep: Class 17 contains 41449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116089352.000000 Penalty: 50824.945312
Iteration 127Q: 16 clusters Score -1.160894e+08 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 148966 members 
Mstep: Class 3 contains 9414 members 
Mstep: Class 4 contains 125243 members 
Mstep: Class 5 contains 14269 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6667 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 152170 members 
Mstep: Class 11 contains 133569 members 
Mstep: Class 12 contains 12160 members 
Mstep: Class 13 contains 176321 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 34685 members 
Mstep: Class 17 contains 41458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116089392.000000 Penalty: 50824.945312
Iteration 128Q: 16 clusters Score -1.160894e+08 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 149468 members 
Mstep: Class 3 contains 9429 members 
Mstep: Class 4 contains 125239 members 
Mstep: Class 5 contains 14249 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6667 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 152186 members 
Mstep: Class 11 contains 132934 members 
Mstep: Class 12 contains 12174 members 
Mstep: Class 13 contains 176421 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 34697 members 
Mstep: Class 17 contains 41458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116089776.000000 Penalty: 50824.945312
Iteration 129Q: 16 clusters Score -1.160898e+08 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 149924 members 
Mstep: Class 3 contains 9440 members 
Mstep: Class 4 contains 125279 members 
Mstep: Class 5 contains 14230 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6675 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 152217 members 
Mstep: Class 11 contains 132286 members 
Mstep: Class 12 contains 12184 members 
Mstep: Class 13 contains 176509 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 34717 members 
Mstep: Class 17 contains 41461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116089608.000000 Penalty: 50824.945312
Iteration 130Q: 16 clusters Score -1.160896e+08 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 150294 members 
Mstep: Class 3 contains 9449 members 
Mstep: Class 4 contains 125352 members 
Mstep: Class 5 contains 14204 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6687 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 152263 members 
Mstep: Class 11 contains 131640 members 
Mstep: Class 12 contains 12183 members 
Mstep: Class 13 contains 176615 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 34761 members 
Mstep: Class 17 contains 41474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116089600.000000 Penalty: 50824.945312
Iteration 131Q: 16 clusters Score -1.160896e+08 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 150615 members 
Mstep: Class 3 contains 9457 members 
Mstep: Class 4 contains 125449 members 
Mstep: Class 5 contains 14176 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6687 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 152295 members 
Mstep: Class 11 contains 131079 members 
Mstep: Class 12 contains 12206 members 
Mstep: Class 13 contains 176659 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 34818 members 
Mstep: Class 17 contains 41480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116089800.000000 Penalty: 50824.945312
Iteration 132Q: 16 clusters Score -1.160898e+08 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 150956 members 
Mstep: Class 3 contains 9466 members 
Mstep: Class 4 contains 125539 members 
Mstep: Class 5 contains 14156 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6692 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 152310 members 
Mstep: Class 11 contains 130534 members 
Mstep: Class 12 contains 12221 members 
Mstep: Class 13 contains 176679 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 34878 members 
Mstep: Class 17 contains 41490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116089616.000000 Penalty: 50824.945312
Iteration 133Q: 16 clusters Score -1.160896e+08 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 151261 members 
Mstep: Class 3 contains 9478 members 
Mstep: Class 4 contains 125617 members 
Mstep: Class 5 contains 14138 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6692 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 152344 members 
Mstep: Class 11 contains 130030 members 
Mstep: Class 12 contains 12233 members 
Mstep: Class 13 contains 176706 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 34927 members 
Mstep: Class 17 contains 41495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116089536.000000 Penalty: 50824.945312
Iteration 134Q: 16 clusters Score -1.160895e+08 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 151492 members 
Mstep: Class 3 contains 9488 members 
Mstep: Class 4 contains 125712 members 
Mstep: Class 5 contains 14127 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6691 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 152383 members 
Mstep: Class 11 contains 129543 members 
Mstep: Class 12 contains 12245 members 
Mstep: Class 13 contains 176767 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 34980 members 
Mstep: Class 17 contains 41494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116089648.000000 Penalty: 50824.945312
Iteration 135Q: 16 clusters Score -1.160896e+08 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 151769 members 
Mstep: Class 3 contains 9499 members 
Mstep: Class 4 contains 125829 members 
Mstep: Class 5 contains 14114 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6695 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 152426 members 
Mstep: Class 11 contains 129022 members 
Mstep: Class 12 contains 12240 members 
Mstep: Class 13 contains 176819 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 35017 members 
Mstep: Class 17 contains 41492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116089384.000000 Penalty: 50824.945312
Iteration 136Q: 16 clusters Score -1.160894e+08 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 152068 members 
Mstep: Class 3 contains 9505 members 
Mstep: Class 4 contains 125952 members 
Mstep: Class 5 contains 14105 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6695 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 152506 members 
Mstep: Class 11 contains 128480 members 
Mstep: Class 12 contains 12238 members 
Mstep: Class 13 contains 176850 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 35044 members 
Mstep: Class 17 contains 41479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116089336.000000 Penalty: 50824.945312
Iteration 137Q: 16 clusters Score -1.160893e+08 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 152309 members 
Mstep: Class 3 contains 9513 members 
Mstep: Class 4 contains 126096 members 
Mstep: Class 5 contains 14091 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6700 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 152569 members 
Mstep: Class 11 contains 127912 members 
Mstep: Class 12 contains 12249 members 
Mstep: Class 13 contains 176926 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 35087 members 
Mstep: Class 17 contains 41470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116089472.000000 Penalty: 50824.945312
Iteration 138Q: 16 clusters Score -1.160895e+08 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 152555 members 
Mstep: Class 3 contains 9521 members 
Mstep: Class 4 contains 126257 members 
Mstep: Class 5 contains 14072 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6708 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 152665 members 
Mstep: Class 11 contains 127353 members 
Mstep: Class 12 contains 12245 members 
Mstep: Class 13 contains 177006 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 35098 members 
Mstep: Class 17 contains 41442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116089528.000000 Penalty: 50824.945312
Iteration 139Q: 16 clusters Score -1.160895e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 152781 members 
Mstep: Class 3 contains 9525 members 
Mstep: Class 4 contains 126423 members 
Mstep: Class 5 contains 14051 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6721 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 152771 members 
Mstep: Class 11 contains 126777 members 
Mstep: Class 12 contains 12245 members 
Mstep: Class 13 contains 177087 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 35120 members 
Mstep: Class 17 contains 41422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116089264.000000 Penalty: 50824.945312
Iteration 140F: 16 clusters Score -1.160893e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 153038 members 
Mstep: Class 3 contains 9526 members 
Mstep: Class 4 contains 126568 members 
Mstep: Class 5 contains 14027 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6730 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 152879 members 
Mstep: Class 11 contains 126217 members 
Mstep: Class 12 contains 12258 members 
Mstep: Class 13 contains 177116 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 35148 members 
Mstep: Class 17 contains 41416 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 16 clusters Score -1.16089e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 153254 members 
Mstep: Class 3 contains 9531 members 
Mstep: Class 4 contains 126719 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6738 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 153039 members 
Mstep: Class 11 contains 125609 members 
Mstep: Class 12 contains 12277 members 
Mstep: Class 13 contains 177175 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 35175 members 
Mstep: Class 17 contains 41393 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 16 clusters Score -1.160892e+08 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 153504 members 
Mstep: Class 3 contains 9535 members 
Mstep: Class 4 contains 126888 members 
Mstep: Class 5 contains 13996 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6748 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 153192 members 
Mstep: Class 11 contains 124979 members 
Mstep: Class 12 contains 12292 members 
Mstep: Class 13 contains 177211 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 35198 members 
Mstep: Class 17 contains 41379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116089128.000000 Penalty: 50824.945312
Iteration 143Q: 16 clusters Score -1.160891e+08 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 153715 members 
Mstep: Class 3 contains 9539 members 
Mstep: Class 4 contains 127074 members 
Mstep: Class 5 contains 13982 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6750 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 153328 members 
Mstep: Class 11 contains 124349 members 
Mstep: Class 12 contains 12308 members 
Mstep: Class 13 contains 177278 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 35228 members 
Mstep: Class 17 contains 41372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116089192.000000 Penalty: 50824.945312
Iteration 144Q: 16 clusters Score -1.160892e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 153921 members 
Mstep: Class 3 contains 9540 members 
Mstep: Class 4 contains 127276 members 
Mstep: Class 5 contains 13967 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6750 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 153480 members 
Mstep: Class 11 contains 123678 members 
Mstep: Class 12 contains 12317 members 
Mstep: Class 13 contains 177383 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 35258 members 
Mstep: Class 17 contains 41353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088904.000000 Penalty: 50824.945312
Iteration 145Q: 16 clusters Score -1.160889e+08 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 154143 members 
Mstep: Class 3 contains 9543 members 
Mstep: Class 4 contains 127461 members 
Mstep: Class 5 contains 13955 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6748 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 153613 members 
Mstep: Class 11 contains 123031 members 
Mstep: Class 12 contains 12330 members 
Mstep: Class 13 contains 177488 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 35279 members 
Mstep: Class 17 contains 41332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088968.000000 Penalty: 50824.945312
Iteration 146Q: 16 clusters Score -1.16089e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 154353 members 
Mstep: Class 3 contains 9550 members 
Mstep: Class 4 contains 127684 members 
Mstep: Class 5 contains 13948 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6747 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 153746 members 
Mstep: Class 11 contains 122354 members 
Mstep: Class 12 contains 12336 members 
Mstep: Class 13 contains 177590 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 35308 members 
Mstep: Class 17 contains 41307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088752.000000 Penalty: 50824.945312
Iteration 147Q: 16 clusters Score -1.160888e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 154583 members 
Mstep: Class 3 contains 9552 members 
Mstep: Class 4 contains 127913 members 
Mstep: Class 5 contains 13943 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6747 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 153893 members 
Mstep: Class 11 contains 121594 members 
Mstep: Class 12 contains 12361 members 
Mstep: Class 13 contains 177724 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 35340 members 
Mstep: Class 17 contains 41273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088704.000000 Penalty: 50824.945312
Iteration 148Q: 16 clusters Score -1.160887e+08 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 154843 members 
Mstep: Class 3 contains 9560 members 
Mstep: Class 4 contains 128146 members 
Mstep: Class 5 contains 13941 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6742 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 154021 members 
Mstep: Class 11 contains 120832 members 
Mstep: Class 12 contains 12382 members 
Mstep: Class 13 contains 177843 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 35367 members 
Mstep: Class 17 contains 41246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088680.000000 Penalty: 50824.945312
Iteration 149Q: 16 clusters Score -1.160887e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 155108 members 
Mstep: Class 3 contains 9564 members 
Mstep: Class 4 contains 128442 members 
Mstep: Class 5 contains 13939 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6743 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 154148 members 
Mstep: Class 11 contains 120008 members 
Mstep: Class 12 contains 12404 members 
Mstep: Class 13 contains 177978 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 16 contains 35379 members 
Mstep: Class 17 contains 41210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088688.000000 Penalty: 50824.945312
Iteration 150Q: 16 clusters Score -1.160887e+08 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 155363 members 
Mstep: Class 3 contains 9562 members 
Mstep: Class 4 contains 128748 members 
Mstep: Class 5 contains 13937 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6738 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 154284 members 
Mstep: Class 11 contains 119152 members 
Mstep: Class 12 contains 12419 members 
Mstep: Class 13 contains 178145 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35394 members 
Mstep: Class 17 contains 41182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088632.000000 Penalty: 50824.945312
Iteration 151Q: 16 clusters Score -1.160886e+08 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 155672 members 
Mstep: Class 3 contains 9561 members 
Mstep: Class 4 contains 129039 members 
Mstep: Class 5 contains 13930 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6730 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 154421 members 
Mstep: Class 11 contains 118253 members 
Mstep: Class 12 contains 12446 members 
Mstep: Class 13 contains 178308 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35412 members 
Mstep: Class 17 contains 41152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088496.000000 Penalty: 50824.945312
Iteration 152Q: 16 clusters Score -1.160885e+08 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 155977 members 
Mstep: Class 3 contains 9563 members 
Mstep: Class 4 contains 129308 members 
Mstep: Class 5 contains 13924 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6740 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 154560 members 
Mstep: Class 11 contains 117330 members 
Mstep: Class 12 contains 12483 members 
Mstep: Class 13 contains 178477 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35437 members 
Mstep: Class 17 contains 41125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088736.000000 Penalty: 50824.945312
Iteration 153Q: 16 clusters Score -1.160887e+08 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 156293 members 
Mstep: Class 3 contains 9564 members 
Mstep: Class 4 contains 129650 members 
Mstep: Class 5 contains 13919 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6742 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 154713 members 
Mstep: Class 11 contains 116334 members 
Mstep: Class 12 contains 12500 members 
Mstep: Class 13 contains 178653 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35458 members 
Mstep: Class 17 contains 41097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088896.000000 Penalty: 50824.945312
Iteration 154Q: 16 clusters Score -1.160889e+08 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 156657 members 
Mstep: Class 3 contains 9565 members 
Mstep: Class 4 contains 130034 members 
Mstep: Class 5 contains 13922 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6744 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 154825 members 
Mstep: Class 11 contains 115302 members 
Mstep: Class 12 contains 12521 members 
Mstep: Class 13 contains 178796 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35488 members 
Mstep: Class 17 contains 41069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088952.000000 Penalty: 50824.945312
Iteration 155Q: 16 clusters Score -1.16089e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 156975 members 
Mstep: Class 3 contains 9565 members 
Mstep: Class 4 contains 130437 members 
Mstep: Class 5 contains 13924 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6748 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 154976 members 
Mstep: Class 11 contains 114221 members 
Mstep: Class 12 contains 12553 members 
Mstep: Class 13 contains 178975 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35510 members 
Mstep: Class 17 contains 41039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088928.000000 Penalty: 50824.945312
Iteration 156Q: 16 clusters Score -1.160889e+08 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 157351 members 
Mstep: Class 3 contains 9566 members 
Mstep: Class 4 contains 130844 members 
Mstep: Class 5 contains 13920 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6745 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 155130 members 
Mstep: Class 11 contains 113100 members 
Mstep: Class 12 contains 12575 members 
Mstep: Class 13 contains 179140 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35541 members 
Mstep: Class 17 contains 41011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088752.000000 Penalty: 50824.945312
Iteration 157Q: 16 clusters Score -1.160888e+08 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 157699 members 
Mstep: Class 3 contains 9566 members 
Mstep: Class 4 contains 131292 members 
Mstep: Class 5 contains 13923 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6743 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 155317 members 
Mstep: Class 11 contains 111932 members 
Mstep: Class 12 contains 12604 members 
Mstep: Class 13 contains 179270 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35581 members 
Mstep: Class 17 contains 40996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088864.000000 Penalty: 50824.945312
Iteration 158Q: 16 clusters Score -1.160889e+08 nChanged 2035
Entering ConstructFrom: 
Score: -116088864.000000 Penalty: 50824.945312
Entering ConstructFrom: 
Trying to split cluster 1 (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: -121232.054688 Penalty: 1700.141357
	Iteration 0F: 2 clusters Score -121232.1 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 459 members 
Entering Unmasked Estep 
Score: -119295.546875 Penalty: 3400.282715
	Iteration 0F: 3 clusters Score -119295.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -119577.921875 Penalty: 3400.282715
	Iteration 1F: 3 clusters Score -119577.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -119696.187500 Penalty: 3400.282715
	Iteration 2F: 3 clusters Score -119696.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -119753.687500 Penalty: 3400.282715
	Iteration 3Q: 3 clusters Score -119753.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -119783.140625 Penalty: 3400.282715
	Iteration 4Q: 3 clusters Score -119783.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -119813.820312 Penalty: 3400.282715
	Iteration 5Q: 3 clusters Score -119813.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -119837.515625 Penalty: 3400.282715
	Iteration 6Q: 3 clusters Score -119837.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -119856.945312 Penalty: 3400.282715
	Iteration 7Q: 3 clusters Score -119856.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -119873.875000 Penalty: 3400.282715
	Iteration 8Q: 3 clusters Score -119873.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -119903.078125 Penalty: 3400.282715
	Iteration 9Q: 3 clusters Score -119903.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -119937.812500 Penalty: 3400.282715
	Iteration 10Q: 3 clusters Score -119937.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -119964.828125 Penalty: 3400.282715
	Iteration 11Q: 3 clusters Score -119964.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -119979.062500 Penalty: 3400.282715
	Iteration 12Q: 3 clusters Score -119979.1 nChanged 7
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: -119988.343750 Penalty: 3400.282715
	Iteration 13Q: 3 clusters Score -119988.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -119994.070312 Penalty: 3400.282715
	Iteration 14Q: 3 clusters Score -119994.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -120002.054688 Penalty: 3400.282715
	Iteration 15Q: 3 clusters Score -120002.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -120006.867188 Penalty: 3400.282715
	Iteration 16Q: 3 clusters Score -120006.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -120007.976562 Penalty: 3400.282715
	Iteration 17Q: 3 clusters Score -120008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -120010.062500 Penalty: 3400.282715
	Iteration 18Q: 3 clusters Score -120010.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -120010.062500 Penalty: 3400.282715
	Iteration 19F: 3 clusters Score -120010.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (158034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158034 members 
Entering Unmasked Estep 
Score: -21725412.000000 Penalty: 2968.700195
	Iteration 0F: 2 clusters Score -2.172541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78919 members 
Mstep: Class 2 contains 79115 members 
Entering Unmasked Estep 
Score: -21620662.000000 Penalty: 5937.400391
	Iteration 0F: 3 clusters Score -2.162066e+07 nChanged 75242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76847 members 
Mstep: Class 2 contains 81187 members 
Entering Unmasked Estep 
Score: -21664272.000000 Penalty: 5937.400391
	Iteration 1F: 3 clusters Score -2.166427e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75787 members 
Mstep: Class 2 contains 82247 members 
Entering Unmasked Estep 
Score: -21665522.000000 Penalty: 5937.400391
	Iteration 2Q: 3 clusters Score -2.166552e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74238 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -21667054.000000 Penalty: 5937.400391
	Iteration 3Q: 3 clusters Score -2.166705e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72106 members 
Mstep: Class 2 contains 85928 members 
Entering Unmasked Estep 
Score: -21669042.000000 Penalty: 5937.400391
	Iteration 4Q: 3 clusters Score -2.166904e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69153 members 
Mstep: Class 2 contains 88881 members 
Entering Unmasked Estep 
Score: -21672450.000000 Penalty: 5937.400391
	Iteration 5Q: 3 clusters Score -2.167245e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65323 members 
Mstep: Class 2 contains 92711 members 
Entering Unmasked Estep 
Score: -21677132.000000 Penalty: 5937.400391
	Iteration 6F: 3 clusters Score -2.167713e+07 nChanged 9158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 97231 members 
Entering Unmasked Estep 
Score: -21683328.000000 Penalty: 5937.400391
	Iteration 7F: 3 clusters Score -2.168333e+07 nChanged 10016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 101887 members 
Entering Unmasked Estep 
Score: -21690612.000000 Penalty: 5937.400391
	Iteration 8F: 3 clusters Score -2.169061e+07 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 106046 members 
Entering Unmasked Estep 
Score: -21697852.000000 Penalty: 5937.400391
	Iteration 9F: 3 clusters Score -2.169785e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 109342 members 
Entering Unmasked Estep 
Score: -21702856.000000 Penalty: 5937.400391
	Iteration 10F: 3 clusters Score -2.170286e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 112018 members 
Entering Unmasked Estep 
Score: -21705594.000000 Penalty: 5937.400391
	Iteration 11Q: 3 clusters Score -2.170559e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 114497 members 
Entering Unmasked Estep 
Score: -21707052.000000 Penalty: 5937.400391
	Iteration 12Q: 3 clusters Score -2.170705e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 116989 members 
Entering Unmasked Estep 
Score: -21707828.000000 Penalty: 5937.400391
	Iteration 13Q: 3 clusters Score -2.170783e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 119447 members 
Entering Unmasked Estep 
Score: -21708746.000000 Penalty: 5937.400391
	Iteration 14Q: 3 clusters Score -2.170875e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 121983 members 
Entering Unmasked Estep 
Score: -21709522.000000 Penalty: 5937.400391
	Iteration 15Q: 3 clusters Score -2.170952e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 124528 members 
Entering Unmasked Estep 
Score: -21710334.000000 Penalty: 5937.400391
	Iteration 16Q: 3 clusters Score -2.171033e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 127017 members 
Entering Unmasked Estep 
Score: -21711060.000000 Penalty: 5937.400391
	Iteration 17Q: 3 clusters Score -2.171106e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 129506 members 
Entering Unmasked Estep 
Score: -21711786.000000 Penalty: 5937.400391
	Iteration 18Q: 3 clusters Score -2.171179e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 131924 members 
Entering Unmasked Estep 
Score: -21712548.000000 Penalty: 5937.400391
	Iteration 19Q: 3 clusters Score -2.171255e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 134338 members 
Entering Unmasked Estep 
Score: -21713554.000000 Penalty: 5937.400391
	Iteration 20F: 3 clusters Score -2.171355e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 136769 members 
Entering Unmasked Estep 
Score: -21714398.000000 Penalty: 5937.400391
	Iteration 21Q: 3 clusters Score -2.17144e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 139196 members 
Entering Unmasked Estep 
Score: -21715312.000000 Penalty: 5937.400391
	Iteration 22Q: 3 clusters Score -2.171531e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 141510 members 
Entering Unmasked Estep 
Score: -21716364.000000 Penalty: 5937.400391
	Iteration 23Q: 3 clusters Score -2.171636e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 143677 members 
Entering Unmasked Estep 
Score: -21717182.000000 Penalty: 5937.400391
	Iteration 24Q: 3 clusters Score -2.171718e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 145750 members 
Entering Unmasked Estep 
Score: -21718104.000000 Penalty: 5937.400391
	Iteration 25Q: 3 clusters Score -2.17181e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 147538 members 
Entering Unmasked Estep 
Score: -21718908.000000 Penalty: 5937.400391
	Iteration 26Q: 3 clusters Score -2.171891e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 149189 members 
Entering Unmasked Estep 
Score: -21719576.000000 Penalty: 5937.400391
	Iteration 27Q: 3 clusters Score -2.171958e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 150597 members 
Entering Unmasked Estep 
Score: -21720094.000000 Penalty: 5937.400391
	Iteration 28Q: 3 clusters Score -2.172009e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 151828 members 
Entering Unmasked Estep 
Score: -21720714.000000 Penalty: 5937.400391
	Iteration 29Q: 3 clusters Score -2.172071e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 152906 members 
Entering Unmasked Estep 
Score: -21721070.000000 Penalty: 5937.400391
	Iteration 30Q: 3 clusters Score -2.172107e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 153788 members 
Entering Unmasked Estep 
Score: -21721500.000000 Penalty: 5937.400391
	Iteration 31Q: 3 clusters Score -2.17215e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 154451 members 
Entering Unmasked Estep 
Score: -21721744.000000 Penalty: 5937.400391
	Iteration 32Q: 3 clusters Score -2.172174e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 154956 members 
Entering Unmasked Estep 
Score: -21721832.000000 Penalty: 5937.400391
	Iteration 33Q: 3 clusters Score -2.172183e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 155360 members 
Entering Unmasked Estep 
Score: -21722034.000000 Penalty: 5937.400391
	Iteration 34Q: 3 clusters Score -2.172203e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 155691 members 
Entering Unmasked Estep 
Score: -21722168.000000 Penalty: 5937.400391
	Iteration 35Q: 3 clusters Score -2.172217e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 155959 members 
Entering Unmasked Estep 
Score: -21722358.000000 Penalty: 5937.400391
	Iteration 36Q: 3 clusters Score -2.172236e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 156183 members 
Entering Unmasked Estep 
Score: -21722520.000000 Penalty: 5937.400391
	Iteration 37Q: 3 clusters Score -2.172252e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 156359 members 
Entering Unmasked Estep 
Score: -21722610.000000 Penalty: 5937.400391
	Iteration 38Q: 3 clusters Score -2.172261e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 156498 members 
Entering Unmasked Estep 
Score: -21722654.000000 Penalty: 5937.400391
	Iteration 39Q: 3 clusters Score -2.172265e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 156603 members 
Entering Unmasked Estep 
Score: -21722722.000000 Penalty: 5937.400391
	Iteration 40F: 3 clusters Score -2.172272e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 156697 members 
Entering Unmasked Estep 
Score: -21722736.000000 Penalty: 5937.400391
	Iteration 41Q: 3 clusters Score -2.172274e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 156758 members 
Entering Unmasked Estep 
Score: -21722770.000000 Penalty: 5937.400391
	Iteration 42Q: 3 clusters Score -2.172277e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 156820 members 
Entering Unmasked Estep 
Score: -21722774.000000 Penalty: 5937.400391
	Iteration 43Q: 3 clusters Score -2.172277e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 156875 members 
Entering Unmasked Estep 
Score: -21722830.000000 Penalty: 5937.400391
	Iteration 44Q: 3 clusters Score -2.172283e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 156928 members 
Entering Unmasked Estep 
Score: -21722820.000000 Penalty: 5937.400391
	Iteration 45Q: 3 clusters Score -2.172282e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 156958 members 
Entering Unmasked Estep 
Score: -21722828.000000 Penalty: 5937.400391
	Iteration 46Q: 3 clusters Score -2.172283e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 156987 members 
Entering Unmasked Estep 
Score: -21722828.000000 Penalty: 5937.400391
	Iteration 47Q: 3 clusters Score -2.172283e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 157015 members 
Entering Unmasked Estep 
Score: -21722832.000000 Penalty: 5937.400391
	Iteration 48Q: 3 clusters Score -2.172283e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 157033 members 
Entering Unmasked Estep 
Score: -21722856.000000 Penalty: 5937.400391
	Iteration 49Q: 3 clusters Score -2.172286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 157047 members 
Entering Unmasked Estep 
Score: -21722852.000000 Penalty: 5937.400391
	Iteration 50Q: 3 clusters Score -2.172285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 157056 members 
Entering Unmasked Estep 
Score: -21722858.000000 Penalty: 5937.400391
	Iteration 51Q: 3 clusters Score -2.172286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 157067 members 
Entering Unmasked Estep 
Score: -21722868.000000 Penalty: 5937.400391
	Iteration 52Q: 3 clusters Score -2.172287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 157082 members 
Entering Unmasked Estep 
Score: -21722878.000000 Penalty: 5937.400391
	Iteration 53Q: 3 clusters Score -2.172288e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 157101 members 
Entering Unmasked Estep 
Score: -21722892.000000 Penalty: 5937.400391
	Iteration 54Q: 3 clusters Score -2.172289e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 157112 members 
Entering Unmasked Estep 
Score: -21722886.000000 Penalty: 5937.400391
	Iteration 55Q: 3 clusters Score -2.172289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 157124 members 
Entering Unmasked Estep 
Score: -21722910.000000 Penalty: 5937.400391
	Iteration 56Q: 3 clusters Score -2.172291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 157133 members 
Entering Unmasked Estep 
Score: -21722890.000000 Penalty: 5937.400391
	Iteration 57Q: 3 clusters Score -2.172289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 157139 members 
Entering Unmasked Estep 
Score: -21722904.000000 Penalty: 5937.400391
	Iteration 58Q: 3 clusters Score -2.17229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 157144 members 
Entering Unmasked Estep 
Score: -21722906.000000 Penalty: 5937.400391
	Iteration 59Q: 3 clusters Score -2.172291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 157148 members 
Entering Unmasked Estep 
Score: -21722912.000000 Penalty: 5937.400391
	Iteration 60F: 3 clusters Score -2.172291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 157158 members 
Entering Unmasked Estep 
Score: -21722922.000000 Penalty: 5937.400391
	Iteration 61Q: 3 clusters Score -2.172292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 157163 members 
Entering Unmasked Estep 
Score: -21722920.000000 Penalty: 5937.400391
	Iteration 62Q: 3 clusters Score -2.172292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 157169 members 
Entering Unmasked Estep 
Score: -21722916.000000 Penalty: 5937.400391
	Iteration 63Q: 3 clusters Score -2.172292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 157178 members 
Entering Unmasked Estep 
Score: -21722908.000000 Penalty: 5937.400391
	Iteration 64Q: 3 clusters Score -2.172291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 157188 members 
Entering Unmasked Estep 
Score: -21722904.000000 Penalty: 5937.400391
	Iteration 65Q: 3 clusters Score -2.17229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 157193 members 
Entering Unmasked Estep 
Score: -21722906.000000 Penalty: 5937.400391
	Iteration 66Q: 3 clusters Score -2.172291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 157195 members 
Entering Unmasked Estep 
Score: -21722912.000000 Penalty: 5937.400391
	Iteration 67Q: 3 clusters Score -2.172291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 157200 members 
Entering Unmasked Estep 
Score: -21722918.000000 Penalty: 5937.400391
	Iteration 68Q: 3 clusters Score -2.172292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 157207 members 
Entering Unmasked Estep 
Score: -21722918.000000 Penalty: 5937.400391
	Iteration 69Q: 3 clusters Score -2.172292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 157214 members 
Entering Unmasked Estep 
Score: -21722928.000000 Penalty: 5937.400391
	Iteration 70Q: 3 clusters Score -2.172293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 157216 members 
Entering Unmasked Estep 
Score: -21722934.000000 Penalty: 5937.400391
	Iteration 71Q: 3 clusters Score -2.172293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 157219 members 
Entering Unmasked Estep 
Score: -21722946.000000 Penalty: 5937.400391
	Iteration 72Q: 3 clusters Score -2.172295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 157220 members 
Entering Unmasked Estep 
Score: -21722958.000000 Penalty: 5937.400391
	Iteration 73Q: 3 clusters Score -2.172296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 157220 members 
Entering Unmasked Estep 
Score: -21722958.000000 Penalty: 5937.400391
	Iteration 74F: 3 clusters Score -2.172296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Entering Unmasked Estep 
Score: -1266624.375000 Penalty: 2273.212646
	Iteration 0F: 2 clusters Score -1266624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1259251.000000 Penalty: 4546.425293
	Iteration 0F: 3 clusters Score -1259251 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1261238.500000 Penalty: 4546.425293
	Iteration 1F: 3 clusters Score -1261238 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1261516.875000 Penalty: 4546.425293
	Iteration 2F: 3 clusters Score -1261517 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1261784.000000 Penalty: 4546.425293
	Iteration 3Q: 3 clusters Score -1261784 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1262110.375000 Penalty: 4546.425293
	Iteration 4Q: 3 clusters Score -1262110 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1262549.625000 Penalty: 4546.425293
	Iteration 5Q: 3 clusters Score -1262550 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1263061.375000 Penalty: 4546.425293
	Iteration 6F: 3 clusters Score -1263061 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1263590.375000 Penalty: 4546.425293
	Iteration 7F: 3 clusters Score -1263590 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1264124.125000 Penalty: 4546.425293
	Iteration 8F: 3 clusters Score -1264124 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1264602.750000 Penalty: 4546.425293
	Iteration 9F: 3 clusters Score -1264603 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1264977.625000 Penalty: 4546.425293
	Iteration 10F: 3 clusters Score -1264978 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1265220.250000 Penalty: 4546.425293
	Iteration 11Q: 3 clusters Score -1265220 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1265350.375000 Penalty: 4546.425293
	Iteration 12Q: 3 clusters Score -1265350 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1265414.625000 Penalty: 4546.425293
	Iteration 13Q: 3 clusters Score -1265415 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1265451.875000 Penalty: 4546.425293
	Iteration 14Q: 3 clusters Score -1265452 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1265476.500000 Penalty: 4546.425293
	Iteration 15Q: 3 clusters Score -1265476 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1265484.625000 Penalty: 4546.425293
	Iteration 16Q: 3 clusters Score -1265485 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1265499.625000 Penalty: 4546.425293
	Iteration 17Q: 3 clusters Score -1265500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1265505.125000 Penalty: 4546.425293
	Iteration 18Q: 3 clusters Score -1265505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1265507.125000 Penalty: 4546.425293
	Iteration 19Q: 3 clusters Score -1265507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1265512.000000 Penalty: 4546.425293
	Iteration 20F: 3 clusters Score -1265512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1265514.250000 Penalty: 4546.425293
	Iteration 21Q: 3 clusters Score -1265514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1265518.375000 Penalty: 4546.425293
	Iteration 22Q: 3 clusters Score -1265518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1265518.125000 Penalty: 4546.425293
	Iteration 23Q: 3 clusters Score -1265518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1265519.000000 Penalty: 4546.425293
	Iteration 24Q: 3 clusters Score -1265519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1265520.125000 Penalty: 4546.425293
	Iteration 25Q: 3 clusters Score -1265520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1265520.375000 Penalty: 4546.425293
	Iteration 26Q: 3 clusters Score -1265520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1265522.125000 Penalty: 4546.425293
	Iteration 27Q: 3 clusters Score -1265522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1265524.250000 Penalty: 4546.425293
	Iteration 28Q: 3 clusters Score -1265524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1265522.750000 Penalty: 4546.425293
	Iteration 29Q: 3 clusters Score -1265523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1265524.875000 Penalty: 4546.425293
	Iteration 30Q: 3 clusters Score -1265525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1265526.000000 Penalty: 4546.425293
	Iteration 31Q: 3 clusters Score -1265526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1265526.625000 Penalty: 4546.425293
	Iteration 32Q: 3 clusters Score -1265527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1265526.250000 Penalty: 4546.425293
	Iteration 33Q: 3 clusters Score -1265526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1265528.125000 Penalty: 4546.425293
	Iteration 34Q: 3 clusters Score -1265528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1265528.125000 Penalty: 4546.425293
	Iteration 35F: 3 clusters Score -1265528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (131739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131739 members 
Entering Unmasked Estep 
Score: -18192640.000000 Penalty: 2923.567383
	Iteration 0F: 2 clusters Score -1.819264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65797 members 
Mstep: Class 2 contains 65942 members 
Entering Unmasked Estep 
Score: -18104384.000000 Penalty: 5847.134766
	Iteration 0F: 3 clusters Score -1.810438e+07 nChanged 62675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64996 members 
Mstep: Class 2 contains 66743 members 
Entering Unmasked Estep 
Score: -18140528.000000 Penalty: 5847.134766
	Iteration 1F: 3 clusters Score -1.814053e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 67380 members 
Entering Unmasked Estep 
Score: -18141306.000000 Penalty: 5847.134766
	Iteration 2Q: 3 clusters Score -1.814131e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 68386 members 
Entering Unmasked Estep 
Score: -18142108.000000 Penalty: 5847.134766
	Iteration 3Q: 3 clusters Score -1.814211e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61791 members 
Mstep: Class 2 contains 69948 members 
Entering Unmasked Estep 
Score: -18143188.000000 Penalty: 5847.134766
	Iteration 4Q: 3 clusters Score -1.814319e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59508 members 
Mstep: Class 2 contains 72231 members 
Entering Unmasked Estep 
Score: -18144402.000000 Penalty: 5847.134766
	Iteration 5Q: 3 clusters Score -1.81444e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 75569 members 
Entering Unmasked Estep 
Score: -18146090.000000 Penalty: 5847.134766
	Iteration 6Q: 3 clusters Score -1.814609e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -18148798.000000 Penalty: 5847.134766
	Iteration 7Q: 3 clusters Score -1.81488e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 86830 members 
Entering Unmasked Estep 
Score: -18153136.000000 Penalty: 5847.134766
	Iteration 8F: 3 clusters Score -1.815314e+07 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 94916 members 
Entering Unmasked Estep 
Score: -18159436.000000 Penalty: 5847.134766
	Iteration 9F: 3 clusters Score -1.815944e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 103703 members 
Entering Unmasked Estep 
Score: -18167478.000000 Penalty: 5847.134766
	Iteration 10F: 3 clusters Score -1.816748e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 111739 members 
Entering Unmasked Estep 
Score: -18175094.000000 Penalty: 5847.134766
	Iteration 11F: 3 clusters Score -1.817509e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 117727 members 
Entering Unmasked Estep 
Score: -18180592.000000 Penalty: 5847.134766
	Iteration 12Q: 3 clusters Score -1.818059e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 121672 members 
Entering Unmasked Estep 
Score: -18183888.000000 Penalty: 5847.134766
	Iteration 13Q: 3 clusters Score -1.818389e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 124337 members 
Entering Unmasked Estep 
Score: -18185724.000000 Penalty: 5847.134766
	Iteration 14Q: 3 clusters Score -1.818572e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 126253 members 
Entering Unmasked Estep 
Score: -18186992.000000 Penalty: 5847.134766
	Iteration 15Q: 3 clusters Score -1.818699e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 127662 members 
Entering Unmasked Estep 
Score: -18187956.000000 Penalty: 5847.134766
	Iteration 16Q: 3 clusters Score -1.818796e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 128727 members 
Entering Unmasked Estep 
Score: -18188718.000000 Penalty: 5847.134766
	Iteration 17Q: 3 clusters Score -1.818872e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 129442 members 
Entering Unmasked Estep 
Score: -18189184.000000 Penalty: 5847.134766
	Iteration 18Q: 3 clusters Score -1.818918e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 129928 members 
Entering Unmasked Estep 
Score: -18189458.000000 Penalty: 5847.134766
	Iteration 19Q: 3 clusters Score -1.818946e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 130272 members 
Entering Unmasked Estep 
Score: -18189668.000000 Penalty: 5847.134766
	Iteration 20F: 3 clusters Score -1.818967e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 130485 members 
Entering Unmasked Estep 
Score: -18189846.000000 Penalty: 5847.134766
	Iteration 21Q: 3 clusters Score -1.818985e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 130637 members 
Entering Unmasked Estep 
Score: -18189938.000000 Penalty: 5847.134766
	Iteration 22Q: 3 clusters Score -1.818994e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 130734 members 
Entering Unmasked Estep 
Score: -18189954.000000 Penalty: 5847.134766
	Iteration 23Q: 3 clusters Score -1.818995e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 130812 members 
Entering Unmasked Estep 
Score: -18189994.000000 Penalty: 5847.134766
	Iteration 24Q: 3 clusters Score -1.818999e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 130860 members 
Entering Unmasked Estep 
Score: -18190014.000000 Penalty: 5847.134766
	Iteration 25Q: 3 clusters Score -1.819001e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 130899 members 
Entering Unmasked Estep 
Score: -18190042.000000 Penalty: 5847.134766
	Iteration 26Q: 3 clusters Score -1.819004e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 130932 members 
Entering Unmasked Estep 
Score: -18190068.000000 Penalty: 5847.134766
	Iteration 27Q: 3 clusters Score -1.819007e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 130947 members 
Entering Unmasked Estep 
Score: -18190086.000000 Penalty: 5847.134766
	Iteration 28Q: 3 clusters Score -1.819009e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 130965 members 
Entering Unmasked Estep 
Score: -18190106.000000 Penalty: 5847.134766
	Iteration 29Q: 3 clusters Score -1.819011e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 130983 members 
Entering Unmasked Estep 
Score: -18190106.000000 Penalty: 5847.134766
	Iteration 30Q: 3 clusters Score -1.819011e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 130998 members 
Entering Unmasked Estep 
Score: -18190134.000000 Penalty: 5847.134766
	Iteration 31Q: 3 clusters Score -1.819013e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 131015 members 
Entering Unmasked Estep 
Score: -18190124.000000 Penalty: 5847.134766
	Iteration 32Q: 3 clusters Score -1.819012e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 131033 members 
Entering Unmasked Estep 
Score: -18190150.000000 Penalty: 5847.134766
	Iteration 33Q: 3 clusters Score -1.819015e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 131049 members 
Entering Unmasked Estep 
Score: -18190166.000000 Penalty: 5847.134766
	Iteration 34Q: 3 clusters Score -1.819017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 131066 members 
Entering Unmasked Estep 
Score: -18190166.000000 Penalty: 5847.134766
	Iteration 35Q: 3 clusters Score -1.819017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 131073 members 
Entering Unmasked Estep 
Score: -18190162.000000 Penalty: 5847.134766
	Iteration 36Q: 3 clusters Score -1.819016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 131077 members 
Entering Unmasked Estep 
Score: -18190170.000000 Penalty: 5847.134766
	Iteration 37Q: 3 clusters Score -1.819017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 131086 members 
Entering Unmasked Estep 
Score: -18190180.000000 Penalty: 5847.134766
	Iteration 38Q: 3 clusters Score -1.819018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 131089 members 
Entering Unmasked Estep 
Score: -18190190.000000 Penalty: 5847.134766
	Iteration 39Q: 3 clusters Score -1.819019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 131091 members 
Entering Unmasked Estep 
Score: -18190188.000000 Penalty: 5847.134766
	Iteration 40F: 3 clusters Score -1.819019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 131094 members 
Entering Unmasked Estep 
Score: -18190182.000000 Penalty: 5847.134766
	Iteration 41Q: 3 clusters Score -1.819018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 131095 members 
Entering Unmasked Estep 
Score: -18190194.000000 Penalty: 5847.134766
	Iteration 42Q: 3 clusters Score -1.819019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 131097 members 
Entering Unmasked Estep 
Score: -18190188.000000 Penalty: 5847.134766
	Iteration 43Q: 3 clusters Score -1.819019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 131101 members 
Entering Unmasked Estep 
Score: -18190194.000000 Penalty: 5847.134766
	Iteration 44Q: 3 clusters Score -1.819019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 131104 members 
Entering Unmasked Estep 
Score: -18190192.000000 Penalty: 5847.134766
	Iteration 45Q: 3 clusters Score -1.819019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 131105 members 
Entering Unmasked Estep 
Score: -18190198.000000 Penalty: 5847.134766
	Iteration 46Q: 3 clusters Score -1.81902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 131110 members 
Entering Unmasked Estep 
Score: -18190190.000000 Penalty: 5847.134766
	Iteration 47Q: 3 clusters Score -1.819019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 131113 members 
Entering Unmasked Estep 
Score: -18190196.000000 Penalty: 5847.134766
	Iteration 48Q: 3 clusters Score -1.81902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 131115 members 
Entering Unmasked Estep 
Score: -18190194.000000 Penalty: 5847.134766
	Iteration 49Q: 3 clusters Score -1.819019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 131116 members 
Entering Unmasked Estep 
Score: -18190194.000000 Penalty: 5847.134766
	Iteration 50Q: 3 clusters Score -1.819019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 131117 members 
Entering Unmasked Estep 
Score: -18190198.000000 Penalty: 5847.134766
	Iteration 51Q: 3 clusters Score -1.81902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 131116 members 
Entering Unmasked Estep 
Score: -18190198.000000 Penalty: 5847.134766
	Iteration 52Q: 3 clusters Score -1.81902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 131115 members 
Entering Unmasked Estep 
Score: -18190206.000000 Penalty: 5847.134766
	Iteration 53Q: 3 clusters Score -1.819021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 131115 members 
Entering Unmasked Estep 
Score: -18190196.000000 Penalty: 5847.134766
	Iteration 54Q: 3 clusters Score -1.81902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 131115 members 
Entering Unmasked Estep 
Score: -18190196.000000 Penalty: 5847.134766
	Iteration 55F: 3 clusters Score -1.81902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Entering Unmasked Estep 
Score: -1887536.750000 Penalty: 2366.366455
	Iteration 0F: 2 clusters Score -1887537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1877306.125000 Penalty: 4732.732910
	Iteration 0F: 3 clusters Score -1877306 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1880477.875000 Penalty: 4732.732910
	Iteration 1F: 3 clusters Score -1880478 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1880845.500000 Penalty: 4732.732910
	Iteration 2F: 3 clusters Score -1880846 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1881124.875000 Penalty: 4732.732910
	Iteration 3F: 3 clusters Score -1881125 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1881362.375000 Penalty: 4732.732910
	Iteration 4Q: 3 clusters Score -1881362 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1881580.250000 Penalty: 4732.732910
	Iteration 5Q: 3 clusters Score -1881580 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1881807.625000 Penalty: 4732.732910
	Iteration 6Q: 3 clusters Score -1881808 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1882069.625000 Penalty: 4732.732910
	Iteration 7Q: 3 clusters Score -1882070 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1882406.750000 Penalty: 4732.732910
	Iteration 8Q: 3 clusters Score -1882407 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1882808.500000 Penalty: 4732.732910
	Iteration 9Q: 3 clusters Score -1882808 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1883265.750000 Penalty: 4732.732910
	Iteration 10Q: 3 clusters Score -1883266 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1883788.000000 Penalty: 4732.732910
	Iteration 11Q: 3 clusters Score -1883788 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1884272.125000 Penalty: 4732.732910
	Iteration 12Q: 3 clusters Score -1884272 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1884671.375000 Penalty: 4732.732910
	Iteration 13Q: 3 clusters Score -1884671 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1884969.125000 Penalty: 4732.732910
	Iteration 14Q: 3 clusters Score -1884969 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1885230.375000 Penalty: 4732.732910
	Iteration 15Q: 3 clusters Score -1885230 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1885397.250000 Penalty: 4732.732910
	Iteration 16Q: 3 clusters Score -1885397 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1885503.500000 Penalty: 4732.732910
	Iteration 17Q: 3 clusters Score -1885504 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1885566.125000 Penalty: 4732.732910
	Iteration 18Q: 3 clusters Score -1885566 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1885596.000000 Penalty: 4732.732910
	Iteration 19Q: 3 clusters Score -1885596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1885624.000000 Penalty: 4732.732910
	Iteration 20F: 3 clusters Score -1885624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1885640.000000 Penalty: 4732.732910
	Iteration 21Q: 3 clusters Score -1885640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1885656.875000 Penalty: 4732.732910
	Iteration 22Q: 3 clusters Score -1885657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1885669.125000 Penalty: 4732.732910
	Iteration 23Q: 3 clusters Score -1885669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1885672.250000 Penalty: 4732.732910
	Iteration 24Q: 3 clusters Score -1885672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1885686.625000 Penalty: 4732.732910
	Iteration 25Q: 3 clusters Score -1885687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1885697.375000 Penalty: 4732.732910
	Iteration 26Q: 3 clusters Score -1885697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1885703.125000 Penalty: 4732.732910
	Iteration 27Q: 3 clusters Score -1885703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1885715.000000 Penalty: 4732.732910
	Iteration 28Q: 3 clusters Score -1885715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1885716.750000 Penalty: 4732.732910
	Iteration 29Q: 3 clusters Score -1885717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1885722.250000 Penalty: 4732.732910
	Iteration 30Q: 3 clusters Score -1885722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1885720.375000 Penalty: 4732.732910
	Iteration 31Q: 3 clusters Score -1885720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1885720.375000 Penalty: 4732.732910
	Iteration 32F: 3 clusters Score -1885720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Entering Unmasked Estep 
Score: -154954.609375 Penalty: 1755.637817
	Iteration 0F: 2 clusters Score -154954.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -152840.609375 Penalty: 3511.275635
	Iteration 0F: 3 clusters Score -152840.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -153179.875000 Penalty: 3511.275635
	Iteration 1F: 3 clusters Score -153179.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -153278.203125 Penalty: 3511.275635
	Iteration 2F: 3 clusters Score -153278.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -153343.328125 Penalty: 3511.275635
	Iteration 3Q: 3 clusters Score -153343.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -153375.421875 Penalty: 3511.275635
	Iteration 4Q: 3 clusters Score -153375.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -153398.921875 Penalty: 3511.275635
	Iteration 5Q: 3 clusters Score -153398.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -153413.671875 Penalty: 3511.275635
	Iteration 6Q: 3 clusters Score -153413.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -153428.718750 Penalty: 3511.275635
	Iteration 7Q: 3 clusters Score -153428.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -153445.859375 Penalty: 3511.275635
	Iteration 8Q: 3 clusters Score -153445.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -153464.218750 Penalty: 3511.275635
	Iteration 9Q: 3 clusters Score -153464.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -153486.281250 Penalty: 3511.275635
	Iteration 10Q: 3 clusters Score -153486.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -153498.406250 Penalty: 3511.275635
	Iteration 11Q: 3 clusters Score -153498.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -153513.625000 Penalty: 3511.275635
	Iteration 12Q: 3 clusters Score -153513.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -153533.187500 Penalty: 3511.275635
	Iteration 13Q: 3 clusters Score -153533.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -153549.562500 Penalty: 3511.275635
	Iteration 14Q: 3 clusters Score -153549.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -153558.156250 Penalty: 3511.275635
	Iteration 15Q: 3 clusters Score -153558.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -153564.468750 Penalty: 3511.275635
	Iteration 16Q: 3 clusters Score -153564.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -153568.906250 Penalty: 3511.275635
	Iteration 17Q: 3 clusters Score -153568.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -153572.078125 Penalty: 3511.275635
	Iteration 18Q: 3 clusters Score -153572.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -153573.031250 Penalty: 3511.275635
	Iteration 19Q: 3 clusters Score -153573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -153575.140625 Penalty: 3511.275635
	Iteration 20F: 3 clusters Score -153575.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -153578.703125 Penalty: 3511.275635
	Iteration 21Q: 3 clusters Score -153578.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -153581.156250 Penalty: 3511.275635
	Iteration 22Q: 3 clusters Score -153581.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -153584.187500 Penalty: 3511.275635
	Iteration 23Q: 3 clusters Score -153584.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -153585.906250 Penalty: 3511.275635
	Iteration 24Q: 3 clusters Score -153585.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -153588.296875 Penalty: 3511.275635
	Iteration 25Q: 3 clusters Score -153588.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -153591.265625 Penalty: 3511.275635
	Iteration 26Q: 3 clusters Score -153591.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -153595.593750 Penalty: 3511.275635
	Iteration 27Q: 3 clusters Score -153595.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -153599.093750 Penalty: 3511.275635
	Iteration 28Q: 3 clusters Score -153599.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -153606.921875 Penalty: 3511.275635
	Iteration 29Q: 3 clusters Score -153606.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -153614.421875 Penalty: 3511.275635
	Iteration 30Q: 3 clusters Score -153614.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -153626.171875 Penalty: 3511.275635
	Iteration 31Q: 3 clusters Score -153626.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -153634.375000 Penalty: 3511.275635
	Iteration 32Q: 3 clusters Score -153634.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -153645.671875 Penalty: 3511.275635
	Iteration 33Q: 3 clusters Score -153645.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -153652.906250 Penalty: 3511.275635
	Iteration 34Q: 3 clusters Score -153652.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -153664.484375 Penalty: 3511.275635
	Iteration 35Q: 3 clusters Score -153664.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -153672.343750 Penalty: 3511.275635
	Iteration 36Q: 3 clusters Score -153672.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -153681.125000 Penalty: 3511.275635
	Iteration 37Q: 3 clusters Score -153681.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -153687.421875 Penalty: 3511.275635
	Iteration 38Q: 3 clusters Score -153687.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -153694.062500 Penalty: 3511.275635
	Iteration 39Q: 3 clusters Score -153694.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -153700.890625 Penalty: 3511.275635
	Iteration 40F: 3 clusters Score -153700.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -153712.687500 Penalty: 3511.275635
	Iteration 41Q: 3 clusters Score -153712.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -153719.078125 Penalty: 3511.275635
	Iteration 42Q: 3 clusters Score -153719.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -153723.218750 Penalty: 3511.275635
	Iteration 43Q: 3 clusters Score -153723.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -153727.625000 Penalty: 3511.275635
	Iteration 44Q: 3 clusters Score -153727.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -153729.703125 Penalty: 3511.275635
	Iteration 45Q: 3 clusters Score -153729.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -153729.703125 Penalty: 3511.275635
	Iteration 46F: 3 clusters Score -153729.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -881184.562500 Penalty: 2186.542725
	Iteration 0F: 2 clusters Score -881184.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -875532.625000 Penalty: 4373.085449
	Iteration 0F: 3 clusters Score -875532.6 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -877067.812500 Penalty: 4373.085449
	Iteration 1F: 3 clusters Score -877067.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -877323.000000 Penalty: 4373.085449
	Iteration 2F: 3 clusters Score -877323 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -877505.375000 Penalty: 4373.085449
	Iteration 3F: 3 clusters Score -877505.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -877641.687500 Penalty: 4373.085449
	Iteration 4Q: 3 clusters Score -877641.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -877749.625000 Penalty: 4373.085449
	Iteration 5Q: 3 clusters Score -877749.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -877823.375000 Penalty: 4373.085449
	Iteration 6Q: 3 clusters Score -877823.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -877907.562500 Penalty: 4373.085449
	Iteration 7Q: 3 clusters Score -877907.6 nChanged 150
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: -877982.500000 Penalty: 4373.085449
	Iteration 8Q: 3 clusters Score -877982.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -878082.750000 Penalty: 4373.085449
	Iteration 9Q: 3 clusters Score -878082.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -878192.250000 Penalty: 4373.085449
	Iteration 10Q: 3 clusters Score -878192.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -878300.500000 Penalty: 4373.085449
	Iteration 11Q: 3 clusters Score -878300.5 nChanged 178
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: -878392.562500 Penalty: 4373.085449
	Iteration 12Q: 3 clusters Score -878392.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -878492.562500 Penalty: 4373.085449
	Iteration 13Q: 3 clusters Score -878492.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -878619.312500 Penalty: 4373.085449
	Iteration 14Q: 3 clusters Score -878619.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -878766.062500 Penalty: 4373.085449
	Iteration 15Q: 3 clusters Score -878766.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -878932.562500 Penalty: 4373.085449
	Iteration 16Q: 3 clusters Score -878932.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -879096.312500 Penalty: 4373.085449
	Iteration 17Q: 3 clusters Score -879096.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -879235.750000 Penalty: 4373.085449
	Iteration 18Q: 3 clusters Score -879235.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -879340.750000 Penalty: 4373.085449
	Iteration 19Q: 3 clusters Score -879340.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -879415.625000 Penalty: 4373.085449
	Iteration 20F: 3 clusters Score -879415.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -879465.000000 Penalty: 4373.085449
	Iteration 21Q: 3 clusters Score -879465 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -879493.375000 Penalty: 4373.085449
	Iteration 22Q: 3 clusters Score -879493.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -879516.375000 Penalty: 4373.085449
	Iteration 23Q: 3 clusters Score -879516.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -879528.000000 Penalty: 4373.085449
	Iteration 24Q: 3 clusters Score -879528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -879536.500000 Penalty: 4373.085449
	Iteration 25Q: 3 clusters Score -879536.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -879540.250000 Penalty: 4373.085449
	Iteration 26Q: 3 clusters Score -879540.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -879545.562500 Penalty: 4373.085449
	Iteration 27Q: 3 clusters Score -879545.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -879547.375000 Penalty: 4373.085449
	Iteration 28Q: 3 clusters Score -879547.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -879550.625000 Penalty: 4373.085449
	Iteration 29Q: 3 clusters Score -879550.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -879558.000000 Penalty: 4373.085449
	Iteration 30Q: 3 clusters Score -879558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -879559.562500 Penalty: 4373.085449
	Iteration 31Q: 3 clusters Score -879559.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -879565.812500 Penalty: 4373.085449
	Iteration 32Q: 3 clusters Score -879565.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -879568.375000 Penalty: 4373.085449
	Iteration 33Q: 3 clusters Score -879568.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -879569.500000 Penalty: 4373.085449
	Iteration 34Q: 3 clusters Score -879569.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -879569.375000 Penalty: 4373.085449
	Iteration 35Q: 3 clusters Score -879569.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -879568.812500 Penalty: 4373.085449
	Iteration 36Q: 3 clusters Score -879568.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -879568.812500 Penalty: 4373.085449
	Iteration 37F: 3 clusters Score -879568.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -59145.449219 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -59145.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -57656.398438 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -57656.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57998.824219 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -57998.82 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58265.601562 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -58265.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -58524.449219 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -58524.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -58643.859375 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -58643.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -58758.500000 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -58758.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -58861.605469 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -58861.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -58895.480469 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -58895.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58911.527344 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -58911.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -58917.464844 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -58917.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -58918.867188 Penalty: 3099.987793
	Iteration 10F: 3 clusters Score -58918.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -58931.375000 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -58931.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -58936.058594 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -58936.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -58936.835938 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -58936.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -58936.835938 Penalty: 3099.987793
	Iteration 14F: 3 clusters Score -58936.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (155516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155516 members 
Entering Unmasked Estep 
Score: -21418670.000000 Penalty: 2964.717041
	Iteration 0F: 2 clusters Score -2.141867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77438 members 
Mstep: Class 2 contains 78078 members 
Entering Unmasked Estep 
Score: -21315576.000000 Penalty: 5929.434082
	Iteration 0F: 3 clusters Score -2.131558e+07 nChanged 74409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72889 members 
Mstep: Class 2 contains 82627 members 
Entering Unmasked Estep 
Score: -21358954.000000 Penalty: 5929.434082
	Iteration 1F: 3 clusters Score -2.135895e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70179 members 
Mstep: Class 2 contains 85337 members 
Entering Unmasked Estep 
Score: -21360298.000000 Penalty: 5929.434082
	Iteration 2Q: 3 clusters Score -2.13603e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65928 members 
Mstep: Class 2 contains 89588 members 
Entering Unmasked Estep 
Score: -21362248.000000 Penalty: 5929.434082
	Iteration 3Q: 3 clusters Score -2.136225e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 96083 members 
Entering Unmasked Estep 
Score: -21365906.000000 Penalty: 5929.434082
	Iteration 4Q: 3 clusters Score -2.136591e+07 nChanged 10408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 105573 members 
Entering Unmasked Estep 
Score: -21372676.000000 Penalty: 5929.434082
	Iteration 5F: 3 clusters Score -2.137268e+07 nChanged 13240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 118191 members 
Entering Unmasked Estep 
Score: -21383384.000000 Penalty: 5929.434082
	Iteration 6F: 3 clusters Score -2.138338e+07 nChanged 13776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 131673 members 
Entering Unmasked Estep 
Score: -21396742.000000 Penalty: 5929.434082
	Iteration 7F: 3 clusters Score -2.139674e+07 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 142159 members 
Entering Unmasked Estep 
Score: -21407642.000000 Penalty: 5929.434082
	Iteration 8F: 3 clusters Score -2.140764e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 147930 members 
Entering Unmasked Estep 
Score: -21413380.000000 Penalty: 5929.434082
	Iteration 9Q: 3 clusters Score -2.141338e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 150445 members 
Entering Unmasked Estep 
Score: -21415596.000000 Penalty: 5929.434082
	Iteration 10Q: 3 clusters Score -2.14156e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 151706 members 
Entering Unmasked Estep 
Score: -21416420.000000 Penalty: 5929.434082
	Iteration 11Q: 3 clusters Score -2.141642e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 152482 members 
Entering Unmasked Estep 
Score: -21416888.000000 Penalty: 5929.434082
	Iteration 12Q: 3 clusters Score -2.141689e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 152968 members 
Entering Unmasked Estep 
Score: -21417148.000000 Penalty: 5929.434082
	Iteration 13Q: 3 clusters Score -2.141715e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 153299 members 
Entering Unmasked Estep 
Score: -21417288.000000 Penalty: 5929.434082
	Iteration 14Q: 3 clusters Score -2.141729e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 153546 members 
Entering Unmasked Estep 
Score: -21417380.000000 Penalty: 5929.434082
	Iteration 15Q: 3 clusters Score -2.141738e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 153721 members 
Entering Unmasked Estep 
Score: -21417406.000000 Penalty: 5929.434082
	Iteration 16Q: 3 clusters Score -2.141741e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 153864 members 
Entering Unmasked Estep 
Score: -21417470.000000 Penalty: 5929.434082
	Iteration 17Q: 3 clusters Score -2.141747e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 153981 members 
Entering Unmasked Estep 
Score: -21417496.000000 Penalty: 5929.434082
	Iteration 18Q: 3 clusters Score -2.14175e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 154054 members 
Entering Unmasked Estep 
Score: -21417530.000000 Penalty: 5929.434082
	Iteration 19Q: 3 clusters Score -2.141753e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 154115 members 
Entering Unmasked Estep 
Score: -21417544.000000 Penalty: 5929.434082
	Iteration 20F: 3 clusters Score -2.141754e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 154162 members 
Entering Unmasked Estep 
Score: -21417536.000000 Penalty: 5929.434082
	Iteration 21Q: 3 clusters Score -2.141754e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 154204 members 
Entering Unmasked Estep 
Score: -21417580.000000 Penalty: 5929.434082
	Iteration 22Q: 3 clusters Score -2.141758e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 154230 members 
Entering Unmasked Estep 
Score: -21417576.000000 Penalty: 5929.434082
	Iteration 23Q: 3 clusters Score -2.141758e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 154250 members 
Entering Unmasked Estep 
Score: -21417566.000000 Penalty: 5929.434082
	Iteration 24Q: 3 clusters Score -2.141757e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 154271 members 
Entering Unmasked Estep 
Score: -21417582.000000 Penalty: 5929.434082
	Iteration 25Q: 3 clusters Score -2.141758e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 154296 members 
Entering Unmasked Estep 
Score: -21417590.000000 Penalty: 5929.434082
	Iteration 26Q: 3 clusters Score -2.141759e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 154312 members 
Entering Unmasked Estep 
Score: -21417612.000000 Penalty: 5929.434082
	Iteration 27Q: 3 clusters Score -2.141761e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 154330 members 
Entering Unmasked Estep 
Score: -21417608.000000 Penalty: 5929.434082
	Iteration 28Q: 3 clusters Score -2.141761e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 154341 members 
Entering Unmasked Estep 
Score: -21417630.000000 Penalty: 5929.434082
	Iteration 29Q: 3 clusters Score -2.141763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 154355 members 
Entering Unmasked Estep 
Score: -21417624.000000 Penalty: 5929.434082
	Iteration 30Q: 3 clusters Score -2.141762e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 154366 members 
Entering Unmasked Estep 
Score: -21417624.000000 Penalty: 5929.434082
	Iteration 31Q: 3 clusters Score -2.141762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 154373 members 
Entering Unmasked Estep 
Score: -21417642.000000 Penalty: 5929.434082
	Iteration 32Q: 3 clusters Score -2.141764e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 154378 members 
Entering Unmasked Estep 
Score: -21417656.000000 Penalty: 5929.434082
	Iteration 33Q: 3 clusters Score -2.141766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 154381 members 
Entering Unmasked Estep 
Score: -21417668.000000 Penalty: 5929.434082
	Iteration 34Q: 3 clusters Score -2.141767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 154382 members 
Entering Unmasked Estep 
Score: -21417662.000000 Penalty: 5929.434082
	Iteration 35Q: 3 clusters Score -2.141766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 154386 members 
Entering Unmasked Estep 
Score: -21417658.000000 Penalty: 5929.434082
	Iteration 36Q: 3 clusters Score -2.141766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 154386 members 
Entering Unmasked Estep 
Score: -21417676.000000 Penalty: 5929.434082
	Iteration 37Q: 3 clusters Score -2.141768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 154386 members 
Entering Unmasked Estep 
Score: -21417670.000000 Penalty: 5929.434082
	Iteration 38Q: 3 clusters Score -2.141767e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 154392 members 
Entering Unmasked Estep 
Score: -21417676.000000 Penalty: 5929.434082
	Iteration 39Q: 3 clusters Score -2.141768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 154394 members 
Entering Unmasked Estep 
Score: -21417686.000000 Penalty: 5929.434082
	Iteration 40F: 3 clusters Score -2.141769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 154397 members 
Entering Unmasked Estep 
Score: -21417686.000000 Penalty: 5929.434082
	Iteration 41Q: 3 clusters Score -2.141769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 154403 members 
Entering Unmasked Estep 
Score: -21417696.000000 Penalty: 5929.434082
	Iteration 42Q: 3 clusters Score -2.14177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 154408 members 
Entering Unmasked Estep 
Score: -21417684.000000 Penalty: 5929.434082
	Iteration 43Q: 3 clusters Score -2.141768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 154411 members 
Entering Unmasked Estep 
Score: -21417690.000000 Penalty: 5929.434082
	Iteration 44Q: 3 clusters Score -2.141769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 154415 members 
Entering Unmasked Estep 
Score: -21417710.000000 Penalty: 5929.434082
	Iteration 45Q: 3 clusters Score -2.141771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 154420 members 
Entering Unmasked Estep 
Score: -21417708.000000 Penalty: 5929.434082
	Iteration 46Q: 3 clusters Score -2.141771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 154421 members 
Entering Unmasked Estep 
Score: -21417702.000000 Penalty: 5929.434082
	Iteration 47Q: 3 clusters Score -2.14177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 154422 members 
Entering Unmasked Estep 
Score: -21417706.000000 Penalty: 5929.434082
	Iteration 48Q: 3 clusters Score -2.141771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 154423 members 
Entering Unmasked Estep 
Score: -21417696.000000 Penalty: 5929.434082
	Iteration 49Q: 3 clusters Score -2.14177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 154424 members 
Entering Unmasked Estep 
Score: -21417702.000000 Penalty: 5929.434082
	Iteration 50Q: 3 clusters Score -2.14177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 154426 members 
Entering Unmasked Estep 
Score: -21417706.000000 Penalty: 5929.434082
	Iteration 51Q: 3 clusters Score -2.141771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 154426 members 
Entering Unmasked Estep 
Score: -21417706.000000 Penalty: 5929.434082
	Iteration 52F: 3 clusters Score -2.141771e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (110742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110742 members 
Entering Unmasked Estep 
Score: -15270715.000000 Penalty: 2880.509766
	Iteration 0F: 2 clusters Score -1.527072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 55321 members 
Entering Unmasked Estep 
Score: -15196706.000000 Penalty: 5761.019531
	Iteration 0F: 3 clusters Score -1.519671e+07 nChanged 52368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 56143 members 
Entering Unmasked Estep 
Score: -15227074.000000 Penalty: 5761.019531
	Iteration 1F: 3 clusters Score -1.522707e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 56426 members 
Entering Unmasked Estep 
Score: -15228231.000000 Penalty: 5761.019531
	Iteration 2Q: 3 clusters Score -1.522823e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53843 members 
Mstep: Class 2 contains 56899 members 
Entering Unmasked Estep 
Score: -15229710.000000 Penalty: 5761.019531
	Iteration 3Q: 3 clusters Score -1.522971e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 57545 members 
Entering Unmasked Estep 
Score: -15231521.000000 Penalty: 5761.019531
	Iteration 4Q: 3 clusters Score -1.523152e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 58528 members 
Entering Unmasked Estep 
Score: -15233969.000000 Penalty: 5761.019531
	Iteration 5Q: 3 clusters Score -1.523397e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 59963 members 
Entering Unmasked Estep 
Score: -15237542.000000 Penalty: 5761.019531
	Iteration 6F: 3 clusters Score -1.523754e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 61843 members 
Entering Unmasked Estep 
Score: -15242133.000000 Penalty: 5761.019531
	Iteration 7F: 3 clusters Score -1.524213e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 64167 members 
Entering Unmasked Estep 
Score: -15247456.000000 Penalty: 5761.019531
	Iteration 8F: 3 clusters Score -1.524746e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 66232 members 
Entering Unmasked Estep 
Score: -15252034.000000 Penalty: 5761.019531
	Iteration 9F: 3 clusters Score -1.525203e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -15254918.000000 Penalty: 5761.019531
	Iteration 10Q: 3 clusters Score -1.525492e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 69726 members 
Entering Unmasked Estep 
Score: -15256392.000000 Penalty: 5761.019531
	Iteration 11Q: 3 clusters Score -1.525639e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 71177 members 
Entering Unmasked Estep 
Score: -15257052.000000 Penalty: 5761.019531
	Iteration 12Q: 3 clusters Score -1.525705e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 72588 members 
Entering Unmasked Estep 
Score: -15257546.000000 Penalty: 5761.019531
	Iteration 13Q: 3 clusters Score -1.525755e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 73993 members 
Entering Unmasked Estep 
Score: -15257967.000000 Penalty: 5761.019531
	Iteration 14Q: 3 clusters Score -1.525797e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 75500 members 
Entering Unmasked Estep 
Score: -15258418.000000 Penalty: 5761.019531
	Iteration 15Q: 3 clusters Score -1.525842e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 76988 members 
Entering Unmasked Estep 
Score: -15258837.000000 Penalty: 5761.019531
	Iteration 16Q: 3 clusters Score -1.525884e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 78537 members 
Entering Unmasked Estep 
Score: -15259284.000000 Penalty: 5761.019531
	Iteration 17Q: 3 clusters Score -1.525928e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 80095 members 
Entering Unmasked Estep 
Score: -15259673.000000 Penalty: 5761.019531
	Iteration 18Q: 3 clusters Score -1.525967e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 81677 members 
Entering Unmasked Estep 
Score: -15260229.000000 Penalty: 5761.019531
	Iteration 19Q: 3 clusters Score -1.526023e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 83338 members 
Entering Unmasked Estep 
Score: -15260695.000000 Penalty: 5761.019531
	Iteration 20F: 3 clusters Score -1.52607e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 85009 members 
Entering Unmasked Estep 
Score: -15261174.000000 Penalty: 5761.019531
	Iteration 21Q: 3 clusters Score -1.526117e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 86738 members 
Entering Unmasked Estep 
Score: -15261769.000000 Penalty: 5761.019531
	Iteration 22Q: 3 clusters Score -1.526177e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 88410 members 
Entering Unmasked Estep 
Score: -15262310.000000 Penalty: 5761.019531
	Iteration 23Q: 3 clusters Score -1.526231e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 89992 members 
Entering Unmasked Estep 
Score: -15262839.000000 Penalty: 5761.019531
	Iteration 24Q: 3 clusters Score -1.526284e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 91552 members 
Entering Unmasked Estep 
Score: -15263349.000000 Penalty: 5761.019531
	Iteration 25Q: 3 clusters Score -1.526335e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 93060 members 
Entering Unmasked Estep 
Score: -15263877.000000 Penalty: 5761.019531
	Iteration 26Q: 3 clusters Score -1.526388e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 94492 members 
Entering Unmasked Estep 
Score: -15264419.000000 Penalty: 5761.019531
	Iteration 27Q: 3 clusters Score -1.526442e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 95812 members 
Entering Unmasked Estep 
Score: -15264884.000000 Penalty: 5761.019531
	Iteration 28Q: 3 clusters Score -1.526488e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 97054 members 
Entering Unmasked Estep 
Score: -15265336.000000 Penalty: 5761.019531
	Iteration 29Q: 3 clusters Score -1.526534e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 98191 members 
Entering Unmasked Estep 
Score: -15265761.000000 Penalty: 5761.019531
	Iteration 30Q: 3 clusters Score -1.526576e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 99242 members 
Entering Unmasked Estep 
Score: -15266086.000000 Penalty: 5761.019531
	Iteration 31Q: 3 clusters Score -1.526609e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 100205 members 
Entering Unmasked Estep 
Score: -15266412.000000 Penalty: 5761.019531
	Iteration 32Q: 3 clusters Score -1.526641e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 101107 members 
Entering Unmasked Estep 
Score: -15266735.000000 Penalty: 5761.019531
	Iteration 33Q: 3 clusters Score -1.526674e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 101926 members 
Entering Unmasked Estep 
Score: -15267011.000000 Penalty: 5761.019531
	Iteration 34Q: 3 clusters Score -1.526701e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 102660 members 
Entering Unmasked Estep 
Score: -15267293.000000 Penalty: 5761.019531
	Iteration 35Q: 3 clusters Score -1.526729e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 103323 members 
Entering Unmasked Estep 
Score: -15267535.000000 Penalty: 5761.019531
	Iteration 36Q: 3 clusters Score -1.526754e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 103864 members 
Entering Unmasked Estep 
Score: -15267647.000000 Penalty: 5761.019531
	Iteration 37Q: 3 clusters Score -1.526765e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 104385 members 
Entering Unmasked Estep 
Score: -15267788.000000 Penalty: 5761.019531
	Iteration 38Q: 3 clusters Score -1.526779e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 104859 members 
Entering Unmasked Estep 
Score: -15267992.000000 Penalty: 5761.019531
	Iteration 39Q: 3 clusters Score -1.526799e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 105249 members 
Entering Unmasked Estep 
Score: -15268046.000000 Penalty: 5761.019531
	Iteration 40F: 3 clusters Score -1.526805e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 105589 members 
Entering Unmasked Estep 
Score: -15268183.000000 Penalty: 5761.019531
	Iteration 41Q: 3 clusters Score -1.526818e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 105915 members 
Entering Unmasked Estep 
Score: -15268239.000000 Penalty: 5761.019531
	Iteration 42Q: 3 clusters Score -1.526824e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 106177 members 
Entering Unmasked Estep 
Score: -15268312.000000 Penalty: 5761.019531
	Iteration 43Q: 3 clusters Score -1.526831e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 106445 members 
Entering Unmasked Estep 
Score: -15268419.000000 Penalty: 5761.019531
	Iteration 44Q: 3 clusters Score -1.526842e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 106686 members 
Entering Unmasked Estep 
Score: -15268468.000000 Penalty: 5761.019531
	Iteration 45Q: 3 clusters Score -1.526847e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 106916 members 
Entering Unmasked Estep 
Score: -15268558.000000 Penalty: 5761.019531
	Iteration 46Q: 3 clusters Score -1.526856e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 107097 members 
Entering Unmasked Estep 
Score: -15268576.000000 Penalty: 5761.019531
	Iteration 47Q: 3 clusters Score -1.526858e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 107258 members 
Entering Unmasked Estep 
Score: -15268590.000000 Penalty: 5761.019531
	Iteration 48Q: 3 clusters Score -1.526859e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 107406 members 
Entering Unmasked Estep 
Score: -15268649.000000 Penalty: 5761.019531
	Iteration 49Q: 3 clusters Score -1.526865e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 107549 members 
Entering Unmasked Estep 
Score: -15268684.000000 Penalty: 5761.019531
	Iteration 50Q: 3 clusters Score -1.526868e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 107653 members 
Entering Unmasked Estep 
Score: -15268688.000000 Penalty: 5761.019531
	Iteration 51Q: 3 clusters Score -1.526869e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 107733 members 
Entering Unmasked Estep 
Score: -15268719.000000 Penalty: 5761.019531
	Iteration 52Q: 3 clusters Score -1.526872e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 107813 members 
Entering Unmasked Estep 
Score: -15268746.000000 Penalty: 5761.019531
	Iteration 53Q: 3 clusters Score -1.526875e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 107880 members 
Entering Unmasked Estep 
Score: -15268767.000000 Penalty: 5761.019531
	Iteration 54Q: 3 clusters Score -1.526877e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 107937 members 
Entering Unmasked Estep 
Score: -15268796.000000 Penalty: 5761.019531
	Iteration 55Q: 3 clusters Score -1.52688e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 107987 members 
Entering Unmasked Estep 
Score: -15268816.000000 Penalty: 5761.019531
	Iteration 56Q: 3 clusters Score -1.526882e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 108040 members 
Entering Unmasked Estep 
Score: -15268856.000000 Penalty: 5761.019531
	Iteration 57Q: 3 clusters Score -1.526886e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 108081 members 
Entering Unmasked Estep 
Score: -15268869.000000 Penalty: 5761.019531
	Iteration 58Q: 3 clusters Score -1.526887e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 108118 members 
Entering Unmasked Estep 
Score: -15268876.000000 Penalty: 5761.019531
	Iteration 59Q: 3 clusters Score -1.526888e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 108157 members 
Entering Unmasked Estep 
Score: -15268886.000000 Penalty: 5761.019531
	Iteration 60F: 3 clusters Score -1.526889e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 108196 members 
Entering Unmasked Estep 
Score: -15268873.000000 Penalty: 5761.019531
	Iteration 61Q: 3 clusters Score -1.526887e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 108230 members 
Entering Unmasked Estep 
Score: -15268896.000000 Penalty: 5761.019531
	Iteration 62Q: 3 clusters Score -1.52689e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 108261 members 
Entering Unmasked Estep 
Score: -15268868.000000 Penalty: 5761.019531
	Iteration 63Q: 3 clusters Score -1.526887e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 108296 members 
Entering Unmasked Estep 
Score: -15268873.000000 Penalty: 5761.019531
	Iteration 64Q: 3 clusters Score -1.526887e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 108326 members 
Entering Unmasked Estep 
Score: -15268893.000000 Penalty: 5761.019531
	Iteration 65Q: 3 clusters Score -1.526889e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 108350 members 
Entering Unmasked Estep 
Score: -15268906.000000 Penalty: 5761.019531
	Iteration 66Q: 3 clusters Score -1.526891e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 108377 members 
Entering Unmasked Estep 
Score: -15268922.000000 Penalty: 5761.019531
	Iteration 67Q: 3 clusters Score -1.526892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 108397 members 
Entering Unmasked Estep 
Score: -15268920.000000 Penalty: 5761.019531
	Iteration 68Q: 3 clusters Score -1.526892e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 108414 members 
Entering Unmasked Estep 
Score: -15268927.000000 Penalty: 5761.019531
	Iteration 69Q: 3 clusters Score -1.526893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 108425 members 
Entering Unmasked Estep 
Score: -15268919.000000 Penalty: 5761.019531
	Iteration 70Q: 3 clusters Score -1.526892e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 108437 members 
Entering Unmasked Estep 
Score: -15268922.000000 Penalty: 5761.019531
	Iteration 71Q: 3 clusters Score -1.526892e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 108447 members 
Entering Unmasked Estep 
Score: -15268928.000000 Penalty: 5761.019531
	Iteration 72Q: 3 clusters Score -1.526893e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 108463 members 
Entering Unmasked Estep 
Score: -15268927.000000 Penalty: 5761.019531
	Iteration 73Q: 3 clusters Score -1.526893e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 108486 members 
Entering Unmasked Estep 
Score: -15268941.000000 Penalty: 5761.019531
	Iteration 74Q: 3 clusters Score -1.526894e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 108497 members 
Entering Unmasked Estep 
Score: -15268951.000000 Penalty: 5761.019531
	Iteration 75Q: 3 clusters Score -1.526895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 108502 members 
Entering Unmasked Estep 
Score: -15268944.000000 Penalty: 5761.019531
	Iteration 76Q: 3 clusters Score -1.526894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 108511 members 
Entering Unmasked Estep 
Score: -15268955.000000 Penalty: 5761.019531
	Iteration 77Q: 3 clusters Score -1.526896e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 108519 members 
Entering Unmasked Estep 
Score: -15268962.000000 Penalty: 5761.019531
	Iteration 78Q: 3 clusters Score -1.526896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 108527 members 
Entering Unmasked Estep 
Score: -15268952.000000 Penalty: 5761.019531
	Iteration 79Q: 3 clusters Score -1.526895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 108532 members 
Entering Unmasked Estep 
Score: -15268954.000000 Penalty: 5761.019531
	Iteration 80F: 3 clusters Score -1.526895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 108536 members 
Entering Unmasked Estep 
Score: -15268956.000000 Penalty: 5761.019531
	Iteration 81Q: 3 clusters Score -1.526896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 108541 members 
Entering Unmasked Estep 
Score: -15268956.000000 Penalty: 5761.019531
	Iteration 82Q: 3 clusters Score -1.526896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 108544 members 
Entering Unmasked Estep 
Score: -15268943.000000 Penalty: 5761.019531
	Iteration 83Q: 3 clusters Score -1.526894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 108547 members 
Entering Unmasked Estep 
Score: -15268953.000000 Penalty: 5761.019531
	Iteration 84Q: 3 clusters Score -1.526895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 108551 members 
Entering Unmasked Estep 
Score: -15268961.000000 Penalty: 5761.019531
	Iteration 85Q: 3 clusters Score -1.526896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 108555 members 
Entering Unmasked Estep 
Score: -15268968.000000 Penalty: 5761.019531
	Iteration 86Q: 3 clusters Score -1.526897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 108559 members 
Entering Unmasked Estep 
Score: -15268964.000000 Penalty: 5761.019531
	Iteration 87Q: 3 clusters Score -1.526896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 108562 members 
Entering Unmasked Estep 
Score: -15268969.000000 Penalty: 5761.019531
	Iteration 88Q: 3 clusters Score -1.526897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 108566 members 
Entering Unmasked Estep 
Score: -15268960.000000 Penalty: 5761.019531
	Iteration 89Q: 3 clusters Score -1.526896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 108570 members 
Entering Unmasked Estep 
Score: -15268980.000000 Penalty: 5761.019531
	Iteration 90Q: 3 clusters Score -1.526898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 108572 members 
Entering Unmasked Estep 
Score: -15268979.000000 Penalty: 5761.019531
	Iteration 91Q: 3 clusters Score -1.526898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 108573 members 
Entering Unmasked Estep 
Score: -15268977.000000 Penalty: 5761.019531
	Iteration 92Q: 3 clusters Score -1.526898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 108575 members 
Entering Unmasked Estep 
Score: -15268990.000000 Penalty: 5761.019531
	Iteration 93Q: 3 clusters Score -1.526899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 108577 members 
Entering Unmasked Estep 
Score: -15268982.000000 Penalty: 5761.019531
	Iteration 94Q: 3 clusters Score -1.526898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 108579 members 
Entering Unmasked Estep 
Score: -15268984.000000 Penalty: 5761.019531
	Iteration 95Q: 3 clusters Score -1.526898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 108579 members 
Entering Unmasked Estep 
Score: -15268984.000000 Penalty: 5761.019531
	Iteration 96F: 3 clusters Score -1.526898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Entering Unmasked Estep 
Score: -1716136.375000 Penalty: 2341.932373
	Iteration 0F: 2 clusters Score -1716136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1706928.500000 Penalty: 4683.864746
	Iteration 0F: 3 clusters Score -1706928 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1709669.750000 Penalty: 4683.864746
	Iteration 1F: 3 clusters Score -1709670 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1710038.750000 Penalty: 4683.864746
	Iteration 2F: 3 clusters Score -1710039 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1710323.500000 Penalty: 4683.864746
	Iteration 3F: 3 clusters Score -1710324 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1710570.875000 Penalty: 4683.864746
	Iteration 4Q: 3 clusters Score -1710571 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1710809.875000 Penalty: 4683.864746
	Iteration 5Q: 3 clusters Score -1710810 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1711054.125000 Penalty: 4683.864746
	Iteration 6Q: 3 clusters Score -1711054 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1711300.875000 Penalty: 4683.864746
	Iteration 7Q: 3 clusters Score -1711301 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1711540.875000 Penalty: 4683.864746
	Iteration 8Q: 3 clusters Score -1711541 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1711784.250000 Penalty: 4683.864746
	Iteration 9Q: 3 clusters Score -1711784 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1712007.875000 Penalty: 4683.864746
	Iteration 10Q: 3 clusters Score -1712008 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1712200.875000 Penalty: 4683.864746
	Iteration 11Q: 3 clusters Score -1712201 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1712370.000000 Penalty: 4683.864746
	Iteration 12Q: 3 clusters Score -1712370 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1712530.875000 Penalty: 4683.864746
	Iteration 13Q: 3 clusters Score -1712531 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1712700.375000 Penalty: 4683.864746
	Iteration 14Q: 3 clusters Score -1712700 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1712865.750000 Penalty: 4683.864746
	Iteration 15Q: 3 clusters Score -1712866 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1713009.875000 Penalty: 4683.864746
	Iteration 16Q: 3 clusters Score -1713010 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1713150.875000 Penalty: 4683.864746
	Iteration 17Q: 3 clusters Score -1713151 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1713286.750000 Penalty: 4683.864746
	Iteration 18Q: 3 clusters Score -1713287 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1713419.250000 Penalty: 4683.864746
	Iteration 19Q: 3 clusters Score -1713419 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1713567.125000 Penalty: 4683.864746
	Iteration 20F: 3 clusters Score -1713567 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1713691.875000 Penalty: 4683.864746
	Iteration 21Q: 3 clusters Score -1713692 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1713797.875000 Penalty: 4683.864746
	Iteration 22Q: 3 clusters Score -1713798 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1713898.875000 Penalty: 4683.864746
	Iteration 23Q: 3 clusters Score -1713899 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1714004.500000 Penalty: 4683.864746
	Iteration 24Q: 3 clusters Score -1714004 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1714103.750000 Penalty: 4683.864746
	Iteration 25Q: 3 clusters Score -1714104 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1714183.000000 Penalty: 4683.864746
	Iteration 26Q: 3 clusters Score -1714183 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1714225.375000 Penalty: 4683.864746
	Iteration 27Q: 3 clusters Score -1714225 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1714264.625000 Penalty: 4683.864746
	Iteration 28Q: 3 clusters Score -1714265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1714281.625000 Penalty: 4683.864746
	Iteration 29Q: 3 clusters Score -1714282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1714302.000000 Penalty: 4683.864746
	Iteration 30Q: 3 clusters Score -1714302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1714315.500000 Penalty: 4683.864746
	Iteration 31Q: 3 clusters Score -1714316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1714327.875000 Penalty: 4683.864746
	Iteration 32Q: 3 clusters Score -1714328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1714340.125000 Penalty: 4683.864746
	Iteration 33Q: 3 clusters Score -1714340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1714346.375000 Penalty: 4683.864746
	Iteration 34Q: 3 clusters Score -1714346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1714354.000000 Penalty: 4683.864746
	Iteration 35Q: 3 clusters Score -1714354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1714357.875000 Penalty: 4683.864746
	Iteration 36Q: 3 clusters Score -1714358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1714364.375000 Penalty: 4683.864746
	Iteration 37Q: 3 clusters Score -1714364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1714369.375000 Penalty: 4683.864746
	Iteration 38Q: 3 clusters Score -1714369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1714370.875000 Penalty: 4683.864746
	Iteration 39Q: 3 clusters Score -1714371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1714376.625000 Penalty: 4683.864746
	Iteration 40F: 3 clusters Score -1714377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1714381.750000 Penalty: 4683.864746
	Iteration 41Q: 3 clusters Score -1714382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1714383.000000 Penalty: 4683.864746
	Iteration 42Q: 3 clusters Score -1714383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1714384.250000 Penalty: 4683.864746
	Iteration 43Q: 3 clusters Score -1714384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1714385.000000 Penalty: 4683.864746
	Iteration 44Q: 3 clusters Score -1714385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1714387.750000 Penalty: 4683.864746
	Iteration 45Q: 3 clusters Score -1714388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1714388.750000 Penalty: 4683.864746
	Iteration 46Q: 3 clusters Score -1714389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1714392.250000 Penalty: 4683.864746
	Iteration 47Q: 3 clusters Score -1714392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1714388.750000 Penalty: 4683.864746
	Iteration 48Q: 3 clusters Score -1714389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1714389.500000 Penalty: 4683.864746
	Iteration 49Q: 3 clusters Score -1714390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1714393.125000 Penalty: 4683.864746
	Iteration 50Q: 3 clusters Score -1714393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1714392.000000 Penalty: 4683.864746
	Iteration 51Q: 3 clusters Score -1714392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1714392.000000 Penalty: 4683.864746
	Iteration 52F: 3 clusters Score -1714392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (179427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179427 members 
Entering Unmasked Estep 
Score: -24592240.000000 Penalty: 3000.185791
	Iteration 0F: 2 clusters Score -2.459224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89772 members 
Mstep: Class 2 contains 89655 members 
Entering Unmasked Estep 
Score: -24477628.000000 Penalty: 6000.371582
	Iteration 0F: 3 clusters Score -2.447763e+07 nChanged 86255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91159 members 
Mstep: Class 2 contains 88268 members 
Entering Unmasked Estep 
Score: -24527150.000000 Penalty: 6000.371582
	Iteration 1F: 3 clusters Score -2.452715e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92136 members 
Mstep: Class 2 contains 87291 members 
Entering Unmasked Estep 
Score: -24527668.000000 Penalty: 6000.371582
	Iteration 2Q: 3 clusters Score -2.452767e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93729 members 
Mstep: Class 2 contains 85698 members 
Entering Unmasked Estep 
Score: -24528456.000000 Penalty: 6000.371582
	Iteration 3Q: 3 clusters Score -2.452846e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96143 members 
Mstep: Class 2 contains 83284 members 
Entering Unmasked Estep 
Score: -24529322.000000 Penalty: 6000.371582
	Iteration 4Q: 3 clusters Score -2.452932e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99738 members 
Mstep: Class 2 contains 79689 members 
Entering Unmasked Estep 
Score: -24530672.000000 Penalty: 6000.371582
	Iteration 5Q: 3 clusters Score -2.453067e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105287 members 
Mstep: Class 2 contains 74140 members 
Entering Unmasked Estep 
Score: -24533116.000000 Penalty: 6000.371582
	Iteration 6Q: 3 clusters Score -2.453312e+07 nChanged 9464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113609 members 
Mstep: Class 2 contains 65818 members 
Entering Unmasked Estep 
Score: -24537748.000000 Penalty: 6000.371582
	Iteration 7F: 3 clusters Score -2.453775e+07 nChanged 12484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125265 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -24546106.000000 Penalty: 6000.371582
	Iteration 8F: 3 clusters Score -2.454611e+07 nChanged 15005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139748 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -24558292.000000 Penalty: 6000.371582
	Iteration 9F: 3 clusters Score -2.455829e+07 nChanged 14707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154253 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -24571946.000000 Penalty: 6000.371582
	Iteration 10F: 3 clusters Score -2.457195e+07 nChanged 11023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165222 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -24581210.000000 Penalty: 6000.371582
	Iteration 11F: 3 clusters Score -2.458121e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171426 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -24586186.000000 Penalty: 6000.371582
	Iteration 12Q: 3 clusters Score -2.458619e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174431 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -24588360.000000 Penalty: 6000.371582
	Iteration 13Q: 3 clusters Score -2.458836e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175751 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -24589180.000000 Penalty: 6000.371582
	Iteration 14Q: 3 clusters Score -2.458918e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176513 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -24589616.000000 Penalty: 6000.371582
	Iteration 15Q: 3 clusters Score -2.458962e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177013 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -24589848.000000 Penalty: 6000.371582
	Iteration 16Q: 3 clusters Score -2.458985e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177373 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -24589990.000000 Penalty: 6000.371582
	Iteration 17Q: 3 clusters Score -2.458999e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177619 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -24590008.000000 Penalty: 6000.371582
	Iteration 18Q: 3 clusters Score -2.459001e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177826 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -24590020.000000 Penalty: 6000.371582
	Iteration 19Q: 3 clusters Score -2.459002e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177989 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -24590022.000000 Penalty: 6000.371582
	Iteration 20F: 3 clusters Score -2.459002e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178102 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -24590014.000000 Penalty: 6000.371582
	Iteration 21Q: 3 clusters Score -2.459001e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178194 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -24590052.000000 Penalty: 6000.371582
	Iteration 22Q: 3 clusters Score -2.459005e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178274 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -24590070.000000 Penalty: 6000.371582
	Iteration 23Q: 3 clusters Score -2.459007e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178337 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -24590056.000000 Penalty: 6000.371582
	Iteration 24Q: 3 clusters Score -2.459006e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178378 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -24590062.000000 Penalty: 6000.371582
	Iteration 25Q: 3 clusters Score -2.459006e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178415 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -24590054.000000 Penalty: 6000.371582
	Iteration 26Q: 3 clusters Score -2.459005e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178443 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -24590086.000000 Penalty: 6000.371582
	Iteration 27Q: 3 clusters Score -2.459009e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178470 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -24590074.000000 Penalty: 6000.371582
	Iteration 28Q: 3 clusters Score -2.459007e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178485 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -24590082.000000 Penalty: 6000.371582
	Iteration 29Q: 3 clusters Score -2.459008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178501 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -24590088.000000 Penalty: 6000.371582
	Iteration 30Q: 3 clusters Score -2.459009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178515 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -24590088.000000 Penalty: 6000.371582
	Iteration 31Q: 3 clusters Score -2.459009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178525 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -24590090.000000 Penalty: 6000.371582
	Iteration 32Q: 3 clusters Score -2.459009e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178535 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -24590092.000000 Penalty: 6000.371582
	Iteration 33Q: 3 clusters Score -2.459009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178539 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -24590092.000000 Penalty: 6000.371582
	Iteration 34Q: 3 clusters Score -2.459009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178546 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -24590070.000000 Penalty: 6000.371582
	Iteration 35Q: 3 clusters Score -2.459007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178552 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -24590090.000000 Penalty: 6000.371582
	Iteration 36Q: 3 clusters Score -2.459009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178558 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -24590106.000000 Penalty: 6000.371582
	Iteration 37Q: 3 clusters Score -2.459011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178562 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -24590098.000000 Penalty: 6000.371582
	Iteration 38Q: 3 clusters Score -2.45901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178563 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -24590088.000000 Penalty: 6000.371582
	Iteration 39Q: 3 clusters Score -2.459009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178566 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -24590088.000000 Penalty: 6000.371582
	Iteration 40F: 3 clusters Score -2.459009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178571 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -24590080.000000 Penalty: 6000.371582
	Iteration 41Q: 3 clusters Score -2.459008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178578 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -24590082.000000 Penalty: 6000.371582
	Iteration 42Q: 3 clusters Score -2.459008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178582 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -24590082.000000 Penalty: 6000.371582
	Iteration 43Q: 3 clusters Score -2.459008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178587 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -24590084.000000 Penalty: 6000.371582
	Iteration 44Q: 3 clusters Score -2.459008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178594 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -24590054.000000 Penalty: 6000.371582
	Iteration 45Q: 3 clusters Score -2.459005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178600 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -24590058.000000 Penalty: 6000.371582
	Iteration 46Q: 3 clusters Score -2.459006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178607 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -24590086.000000 Penalty: 6000.371582
	Iteration 47Q: 3 clusters Score -2.459009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178611 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -24590082.000000 Penalty: 6000.371582
	Iteration 48Q: 3 clusters Score -2.459008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178613 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -24590094.000000 Penalty: 6000.371582
	Iteration 49Q: 3 clusters Score -2.459009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178614 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -24590098.000000 Penalty: 6000.371582
	Iteration 50Q: 3 clusters Score -2.45901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178617 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -24590094.000000 Penalty: 6000.371582
	Iteration 51Q: 3 clusters Score -2.459009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178616 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -24590100.000000 Penalty: 6000.371582
	Iteration 52Q: 3 clusters Score -2.45901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178617 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -24590096.000000 Penalty: 6000.371582
	Iteration 53Q: 3 clusters Score -2.45901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178618 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -24590094.000000 Penalty: 6000.371582
	Iteration 54Q: 3 clusters Score -2.459009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178620 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -24590102.000000 Penalty: 6000.371582
	Iteration 55Q: 3 clusters Score -2.45901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178624 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -24590098.000000 Penalty: 6000.371582
	Iteration 56Q: 3 clusters Score -2.45901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178627 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -24590078.000000 Penalty: 6000.371582
	Iteration 57Q: 3 clusters Score -2.459008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178629 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -24590084.000000 Penalty: 6000.371582
	Iteration 58Q: 3 clusters Score -2.459008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178633 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -24590086.000000 Penalty: 6000.371582
	Iteration 59Q: 3 clusters Score -2.459009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178634 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -24590090.000000 Penalty: 6000.371582
	Iteration 60F: 3 clusters Score -2.459009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178636 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -24590092.000000 Penalty: 6000.371582
	Iteration 61Q: 3 clusters Score -2.459009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178636 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -24590092.000000 Penalty: 6000.371582
	Iteration 62F: 3 clusters Score -2.459009e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -76482.203125 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -76482.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74909.710938 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -74909.71 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -75345.062500 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -75345.06 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -75624.359375 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -75624.36 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75925.523438 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -75925.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -76256.187500 Penalty: 3206.435791
	Iteration 4F: 3 clusters Score -76256.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -76502.460938 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -76502.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -76836.554688 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -76836.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -76916.257812 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -76916.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -76981.664062 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -76981.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77047.835938 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -77047.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77053.023438 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -77053.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77053.023438 Penalty: 3206.435791
	Iteration 11F: 3 clusters Score -77053.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 158034 members 
Mstep: Class 3 contains 9568 members 
Mstep: Class 4 contains 131739 members 
Mstep: Class 5 contains 13930 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6746 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 155516 members 
Mstep: Class 10 contains 363 members 
Mstep: Class 11 contains 110742 members 
Mstep: Class 12 contains 12623 members 
Mstep: Class 13 contains 179427 members 
Mstep: Class 14 contains 279 members 
Mstep: Class 16 contains 35630 members 
Mstep: Class 17 contains 40968 members 
Entering Unmasked Estep 
Score: -116087488.000000 Penalty: 54213.273438
Splitting cluster 14 changes total score from -116088864.000000 to -116087488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (35630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Entering Unmasked Estep 
Score: -4959089.000000 Penalty: 2599.273926
	Iteration 0F: 2 clusters Score -4959089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -4934861.500000 Penalty: 5198.547852
	Iteration 0F: 3 clusters Score -4934862 nChanged 16346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -4943669.500000 Penalty: 5198.547852
	Iteration 1F: 3 clusters Score -4943670 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -4944080.500000 Penalty: 5198.547852
	Iteration 2Q: 3 clusters Score -4944080 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -4944483.500000 Penalty: 5198.547852
	Iteration 3Q: 3 clusters Score -4944484 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -4944885.500000 Penalty: 5198.547852
	Iteration 4Q: 3 clusters Score -4944886 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -4945324.000000 Penalty: 5198.547852
	Iteration 5Q: 3 clusters Score -4945324 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -4945799.000000 Penalty: 5198.547852
	Iteration 6Q: 3 clusters Score -4945799 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -4946463.000000 Penalty: 5198.547852
	Iteration 7Q: 3 clusters Score -4946463 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -4947401.000000 Penalty: 5198.547852
	Iteration 8Q: 3 clusters Score -4947401 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -4948825.500000 Penalty: 5198.547852
	Iteration 9F: 3 clusters Score -4948826 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -4950679.500000 Penalty: 5198.547852
	Iteration 10F: 3 clusters Score -4950680 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -4952434.500000 Penalty: 5198.547852
	Iteration 11F: 3 clusters Score -4952434 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -4953863.000000 Penalty: 5198.547852
	Iteration 12Q: 3 clusters Score -4953863 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -4954795.000000 Penalty: 5198.547852
	Iteration 13Q: 3 clusters Score -4954795 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -4955388.500000 Penalty: 5198.547852
	Iteration 14Q: 3 clusters Score -4955388 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -4955759.500000 Penalty: 5198.547852
	Iteration 15Q: 3 clusters Score -4955760 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -4956043.500000 Penalty: 5198.547852
	Iteration 16Q: 3 clusters Score -4956044 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -4956238.000000 Penalty: 5198.547852
	Iteration 17Q: 3 clusters Score -4956238 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -4956361.500000 Penalty: 5198.547852
	Iteration 18Q: 3 clusters Score -4956362 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -4956469.000000 Penalty: 5198.547852
	Iteration 19Q: 3 clusters Score -4956469 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -4956547.000000 Penalty: 5198.547852
	Iteration 20F: 3 clusters Score -4956547 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -4956600.500000 Penalty: 5198.547852
	Iteration 21Q: 3 clusters Score -4956600 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -4956653.500000 Penalty: 5198.547852
	Iteration 22Q: 3 clusters Score -4956654 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -4956682.500000 Penalty: 5198.547852
	Iteration 23Q: 3 clusters Score -4956682 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -4956734.500000 Penalty: 5198.547852
	Iteration 24Q: 3 clusters Score -4956734 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -4956766.000000 Penalty: 5198.547852
	Iteration 25Q: 3 clusters Score -4956766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -4956791.000000 Penalty: 5198.547852
	Iteration 26Q: 3 clusters Score -4956791 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -4956806.500000 Penalty: 5198.547852
	Iteration 27Q: 3 clusters Score -4956806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -4956830.000000 Penalty: 5198.547852
	Iteration 28Q: 3 clusters Score -4956830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -4956846.000000 Penalty: 5198.547852
	Iteration 29Q: 3 clusters Score -4956846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -4956861.500000 Penalty: 5198.547852
	Iteration 30Q: 3 clusters Score -4956862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -4956868.000000 Penalty: 5198.547852
	Iteration 31Q: 3 clusters Score -4956868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -4956873.500000 Penalty: 5198.547852
	Iteration 32Q: 3 clusters Score -4956874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -4956877.000000 Penalty: 5198.547852
	Iteration 33Q: 3 clusters Score -4956877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -4956878.500000 Penalty: 5198.547852
	Iteration 34Q: 3 clusters Score -4956878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -4956885.000000 Penalty: 5198.547852
	Iteration 35Q: 3 clusters Score -4956885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -4956882.500000 Penalty: 5198.547852
	Iteration 36Q: 3 clusters Score -4956882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -4956880.500000 Penalty: 5198.547852
	Iteration 37Q: 3 clusters Score -4956880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -4956880.500000 Penalty: 5198.547852
	Iteration 38F: 3 clusters Score -4956880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Entering Unmasked Estep 
Score: -5536043.500000 Penalty: 2633.895508
	Iteration 0F: 2 clusters Score -5536044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -5508317.000000 Penalty: 5267.791016
	Iteration 0F: 3 clusters Score -5508317 nChanged 18734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -5518795.000000 Penalty: 5267.791016
	Iteration 1F: 3 clusters Score -5518795 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -5519416.500000 Penalty: 5267.791016
	Iteration 2Q: 3 clusters Score -5519416 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -5520126.000000 Penalty: 5267.791016
	Iteration 3Q: 3 clusters Score -5520126 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -5521063.500000 Penalty: 5267.791016
	Iteration 4Q: 3 clusters Score -5521064 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -5522377.000000 Penalty: 5267.791016
	Iteration 5F: 3 clusters Score -5522377 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -5524524.000000 Penalty: 5267.791016
	Iteration 6F: 3 clusters Score -5524524 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -5527281.000000 Penalty: 5267.791016
	Iteration 7F: 3 clusters Score -5527281 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -5530127.500000 Penalty: 5267.791016
	Iteration 8F: 3 clusters Score -5530128 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5532146.000000 Penalty: 5267.791016
	Iteration 9F: 3 clusters Score -5532146 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5533089.000000 Penalty: 5267.791016
	Iteration 10Q: 3 clusters Score -5533089 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5533483.500000 Penalty: 5267.791016
	Iteration 11Q: 3 clusters Score -5533484 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5533638.500000 Penalty: 5267.791016
	Iteration 12Q: 3 clusters Score -5533638 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5533722.000000 Penalty: 5267.791016
	Iteration 13Q: 3 clusters Score -5533722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5533762.500000 Penalty: 5267.791016
	Iteration 14Q: 3 clusters Score -5533762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5533777.500000 Penalty: 5267.791016
	Iteration 15Q: 3 clusters Score -5533778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5533798.500000 Penalty: 5267.791016
	Iteration 16Q: 3 clusters Score -5533798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5533803.000000 Penalty: 5267.791016
	Iteration 17Q: 3 clusters Score -5533803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5533809.500000 Penalty: 5267.791016
	Iteration 18Q: 3 clusters Score -5533810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5533811.500000 Penalty: 5267.791016
	Iteration 19Q: 3 clusters Score -5533812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5533816.000000 Penalty: 5267.791016
	Iteration 20F: 3 clusters Score -5533816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 158034 members 
Mstep: Class 3 contains 9568 members 
Mstep: Class 4 contains 131739 members 
Mstep: Class 5 contains 13930 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6746 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 155516 members 
Mstep: Class 11 contains 110742 members 
Mstep: Class 12 contains 12623 members 
Mstep: Class 13 contains 179427 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35630 members 
Mstep: Class 17 contains 40968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088712.000000 Penalty: 50824.945312
Iteration 159Q: 16 clusters Score -1.160887e+08 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 158429 members 
Mstep: Class 3 contains 9570 members 
Mstep: Class 4 contains 132198 members 
Mstep: Class 5 contains 13934 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6750 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 155736 members 
Mstep: Class 11 contains 109500 members 
Mstep: Class 12 contains 12629 members 
Mstep: Class 13 contains 179570 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35665 members 
Mstep: Class 17 contains 40942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088440.000000 Penalty: 50824.945312
Iteration 160F: 16 clusters Score -1.160884e+08 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 158754 members 
Mstep: Class 3 contains 9570 members 
Mstep: Class 4 contains 132717 members 
Mstep: Class 5 contains 13937 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6744 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 155954 members 
Mstep: Class 11 contains 108178 members 
Mstep: Class 12 contains 12671 members 
Mstep: Class 13 contains 179754 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35722 members 
Mstep: Class 17 contains 40922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088448.000000 Penalty: 50824.945312
Iteration 161Q: 16 clusters Score -1.160884e+08 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 159113 members 
Mstep: Class 3 contains 9572 members 
Mstep: Class 4 contains 133265 members 
Mstep: Class 5 contains 13937 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6741 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 156232 members 
Mstep: Class 11 contains 106790 members 
Mstep: Class 12 contains 12697 members 
Mstep: Class 13 contains 179910 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35763 members 
Mstep: Class 17 contains 40903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088448.000000 Penalty: 50824.945312
Iteration 162Q: 16 clusters Score -1.160884e+08 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 159426 members 
Mstep: Class 3 contains 9574 members 
Mstep: Class 4 contains 133802 members 
Mstep: Class 5 contains 13935 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6741 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 156465 members 
Mstep: Class 11 contains 105501 members 
Mstep: Class 12 contains 12714 members 
Mstep: Class 13 contains 180085 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35804 members 
Mstep: Class 17 contains 40876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088400.000000 Penalty: 50824.945312
Iteration 163Q: 16 clusters Score -1.160884e+08 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 159735 members 
Mstep: Class 3 contains 9569 members 
Mstep: Class 4 contains 134363 members 
Mstep: Class 5 contains 13938 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6742 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 156703 members 
Mstep: Class 11 contains 104218 members 
Mstep: Class 12 contains 12719 members 
Mstep: Class 13 contains 180233 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35860 members 
Mstep: Class 17 contains 40843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088312.000000 Penalty: 50824.945312
Iteration 164Q: 16 clusters Score -1.160883e+08 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 160044 members 
Mstep: Class 3 contains 9568 members 
Mstep: Class 4 contains 134960 members 
Mstep: Class 5 contains 13938 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6748 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 156926 members 
Mstep: Class 11 contains 102855 members 
Mstep: Class 12 contains 12717 members 
Mstep: Class 13 contains 180438 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35902 members 
Mstep: Class 17 contains 40826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088200.000000 Penalty: 50824.945312
Iteration 165Q: 16 clusters Score -1.160882e+08 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 160390 members 
Mstep: Class 3 contains 9565 members 
Mstep: Class 4 contains 135508 members 
Mstep: Class 5 contains 13938 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6753 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 157190 members 
Mstep: Class 11 contains 101479 members 
Mstep: Class 12 contains 12722 members 
Mstep: Class 13 contains 180640 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35929 members 
Mstep: Class 17 contains 40808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088248.000000 Penalty: 50824.945312
Iteration 166Q: 16 clusters Score -1.160882e+08 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 160701 members 
Mstep: Class 3 contains 9566 members 
Mstep: Class 4 contains 136076 members 
Mstep: Class 5 contains 13948 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6758 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 157463 members 
Mstep: Class 11 contains 100134 members 
Mstep: Class 12 contains 12711 members 
Mstep: Class 13 contains 180818 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35953 members 
Mstep: Class 17 contains 40795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088352.000000 Penalty: 50824.945312
Iteration 167Q: 16 clusters Score -1.160884e+08 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 161027 members 
Mstep: Class 3 contains 9560 members 
Mstep: Class 4 contains 136675 members 
Mstep: Class 5 contains 13949 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 6758 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 157721 members 
Mstep: Class 11 contains 98807 members 
Mstep: Class 12 contains 12700 members 
Mstep: Class 13 contains 180957 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 35995 members 
Mstep: Class 17 contains 40773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088176.000000 Penalty: 50824.945312
Iteration 168Q: 16 clusters Score -1.160882e+08 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 161338 members 
Mstep: Class 3 contains 9558 members 
Mstep: Class 4 contains 137309 members 
Mstep: Class 5 contains 13957 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6769 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 157961 members 
Mstep: Class 11 contains 97478 members 
Mstep: Class 12 contains 12694 members 
Mstep: Class 13 contains 181044 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 36062 members 
Mstep: Class 17 contains 40753 members 
Entering Unmasked Estep 
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Iteration 169Q: 16 clusters Score -1.160881e+08 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 161724 members 
Mstep: Class 3 contains 9553 members 
Mstep: Class 4 contains 138019 members 
Mstep: Class 5 contains 13979 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6777 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 158140 members 
Mstep: Class 11 contains 96111 members 
Mstep: Class 12 contains 12699 members 
Mstep: Class 13 contains 181084 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 36113 members 
Mstep: Class 17 contains 40724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088072.000000 Penalty: 50824.945312
Iteration 170Q: 16 clusters Score -1.160881e+08 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 162055 members 
Mstep: Class 3 contains 9549 members 
Mstep: Class 4 contains 138815 members 
Mstep: Class 5 contains 14005 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6777 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 158349 members 
Mstep: Class 11 contains 94633 members 
Mstep: Class 12 contains 12699 members 
Mstep: Class 13 contains 181175 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 36171 members 
Mstep: Class 17 contains 40694 members 
Entering Unmasked Estep 
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Score: -116088160.000000 Penalty: 50824.945312
Iteration 171Q: 16 clusters Score -1.160882e+08 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 162351 members 
Mstep: Class 3 contains 9545 members 
Mstep: Class 4 contains 139706 members 
Mstep: Class 5 contains 14027 members 
Mstep: Class 6 contains 1185 members 
Mstep: Class 7 contains 6772 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 158528 members 
Mstep: Class 11 contains 93156 members 
Mstep: Class 12 contains 12692 members 
Mstep: Class 13 contains 181255 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 36224 members 
Mstep: Class 17 contains 40667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088128.000000 Penalty: 50824.945312
Iteration 172Q: 16 clusters Score -1.160881e+08 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 162685 members 
Mstep: Class 3 contains 9541 members 
Mstep: Class 4 contains 140587 members 
Mstep: Class 5 contains 14054 members 
Mstep: Class 6 contains 1185 members 
Mstep: Class 7 contains 6772 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 158746 members 
Mstep: Class 11 contains 91669 members 
Mstep: Class 12 contains 12683 members 
Mstep: Class 13 contains 181307 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 36243 members 
Mstep: Class 17 contains 40637 members 
Entering Unmasked Estep 
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Score: -116088296.000000 Penalty: 50824.945312
Iteration 173Q: 16 clusters Score -1.160883e+08 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 163036 members 
Mstep: Class 3 contains 9534 members 
Mstep: Class 4 contains 141517 members 
Mstep: Class 5 contains 14076 members 
Mstep: Class 6 contains 1185 members 
Mstep: Class 7 contains 6770 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 158941 members 
Mstep: Class 11 contains 90204 members 
Mstep: Class 12 contains 12687 members 
Mstep: Class 13 contains 181290 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 36260 members 
Mstep: Class 17 contains 40609 members 
Entering Unmasked Estep 
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Score: -116088184.000000 Penalty: 50824.945312
Iteration 174Q: 16 clusters Score -1.160882e+08 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 163333 members 
Mstep: Class 3 contains 9527 members 
Mstep: Class 4 contains 142560 members 
Mstep: Class 5 contains 14100 members 
Mstep: Class 6 contains 1185 members 
Mstep: Class 7 contains 6759 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 159137 members 
Mstep: Class 11 contains 88686 members 
Mstep: Class 12 contains 12680 members 
Mstep: Class 13 contains 181278 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 36279 members 
Mstep: Class 17 contains 40585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088048.000000 Penalty: 50824.945312
Iteration 175Q: 16 clusters Score -1.16088e+08 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 163606 members 
Mstep: Class 3 contains 9521 members 
Mstep: Class 4 contains 143637 members 
Mstep: Class 5 contains 14112 members 
Mstep: Class 6 contains 1185 members 
Mstep: Class 7 contains 6755 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 159305 members 
Mstep: Class 11 contains 87164 members 
Mstep: Class 12 contains 12694 members 
Mstep: Class 13 contains 181273 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 16 contains 36290 members 
Mstep: Class 17 contains 40567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088112.000000 Penalty: 50824.945312
Iteration 176Q: 16 clusters Score -1.160881e+08 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 163817 members 
Mstep: Class 3 contains 9515 members 
Mstep: Class 4 contains 144713 members 
Mstep: Class 5 contains 14127 members 
Mstep: Class 6 contains 1185 members 
Mstep: Class 7 contains 6747 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 159441 members 
Mstep: Class 11 contains 85717 members 
Mstep: Class 12 contains 12700 members 
Mstep: Class 13 contains 181288 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 36311 members 
Mstep: Class 17 contains 40549 members 
Entering Unmasked Estep 
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Score: -116087712.000000 Penalty: 50824.945312
Iteration 177Q: 16 clusters Score -1.160877e+08 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 164017 members 
Mstep: Class 3 contains 9509 members 
Mstep: Class 4 contains 145811 members 
Mstep: Class 5 contains 14143 members 
Mstep: Class 6 contains 1185 members 
Mstep: Class 7 contains 6739 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 159510 members 
Mstep: Class 11 contains 84296 members 
Mstep: Class 12 contains 12707 members 
Mstep: Class 13 contains 181310 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 36337 members 
Mstep: Class 17 contains 40546 members 
Entering Unmasked Estep 
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Score: -116087800.000000 Penalty: 50824.945312
Iteration 178Q: 16 clusters Score -1.160878e+08 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 164184 members 
Mstep: Class 3 contains 9507 members 
Mstep: Class 4 contains 146921 members 
Mstep: Class 5 contains 14168 members 
Mstep: Class 6 contains 1185 members 
Mstep: Class 7 contains 6729 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 159594 members 
Mstep: Class 11 contains 82852 members 
Mstep: Class 12 contains 12715 members 
Mstep: Class 13 contains 181339 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 36370 members 
Mstep: Class 17 contains 40547 members 
Entering Unmasked Estep 
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Score: -116087464.000000 Penalty: 50824.945312
Iteration 179Q: 16 clusters Score -1.160875e+08 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 164260 members 
Mstep: Class 3 contains 9502 members 
Mstep: Class 4 contains 148065 members 
Mstep: Class 5 contains 14200 members 
Mstep: Class 6 contains 1185 members 
Mstep: Class 7 contains 6721 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 159670 members 
Mstep: Class 11 contains 81438 members 
Mstep: Class 12 contains 12708 members 
Mstep: Class 13 contains 181395 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 36416 members 
Mstep: Class 17 contains 40551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116087536.000000 Penalty: 50824.945312
Iteration 180F: 16 clusters Score -1.160875e+08 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 164345 members 
Mstep: Class 3 contains 9496 members 
Mstep: Class 4 contains 149188 members 
Mstep: Class 5 contains 14226 members 
Mstep: Class 6 contains 1185 members 
Mstep: Class 7 contains 6711 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 159770 members 
Mstep: Class 11 contains 80086 members 
Mstep: Class 12 contains 12702 members 
Mstep: Class 13 contains 181377 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 36472 members 
Mstep: Class 17 contains 40553 members 
Entering Unmasked Estep 
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Score: -116087456.000000 Penalty: 50824.945312
Iteration 181Q: 16 clusters Score -1.160875e+08 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 164342 members 
Mstep: Class 3 contains 9491 members 
Mstep: Class 4 contains 150352 members 
Mstep: Class 5 contains 14240 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6707 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 159870 members 
Mstep: Class 11 contains 78779 members 
Mstep: Class 12 contains 12681 members 
Mstep: Class 13 contains 181352 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 36544 members 
Mstep: Class 17 contains 40567 members 
Entering Unmasked Estep 
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Score: -116087520.000000 Penalty: 50824.945312
Iteration 182Q: 16 clusters Score -1.160875e+08 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 164378 members 
Mstep: Class 3 contains 9484 members 
Mstep: Class 4 contains 151528 members 
Mstep: Class 5 contains 14255 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6700 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 159954 members 
Mstep: Class 11 contains 77458 members 
Mstep: Class 12 contains 12640 members 
Mstep: Class 13 contains 181358 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 36607 members 
Mstep: Class 17 contains 40564 members 
Entering Unmasked Estep 
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Score: -116087352.000000 Penalty: 50824.945312
Iteration 183Q: 16 clusters Score -1.160874e+08 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 164415 members 
Mstep: Class 3 contains 9471 members 
Mstep: Class 4 contains 152657 members 
Mstep: Class 5 contains 14274 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6691 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 160005 members 
Mstep: Class 11 contains 76191 members 
Mstep: Class 12 contains 12587 members 
Mstep: Class 13 contains 181362 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 36692 members 
Mstep: Class 17 contains 40581 members 
Entering Unmasked Estep 
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Iteration 184Q: 16 clusters Score -1.160872e+08 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 164454 members 
Mstep: Class 3 contains 9456 members 
Mstep: Class 4 contains 153793 members 
Mstep: Class 5 contains 14308 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6683 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 160061 members 
Mstep: Class 11 contains 74947 members 
Mstep: Class 12 contains 12557 members 
Mstep: Class 13 contains 181309 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 36759 members 
Mstep: Class 17 contains 40599 members 
Entering Unmasked Estep 
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Iteration 185Q: 16 clusters Score -1.160871e+08 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 164543 members 
Mstep: Class 3 contains 9439 members 
Mstep: Class 4 contains 154903 members 
Mstep: Class 5 contains 14350 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 160119 members 
Mstep: Class 11 contains 73683 members 
Mstep: Class 12 contains 12538 members 
Mstep: Class 13 contains 181244 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 36819 members 
Mstep: Class 17 contains 40624 members 
Entering Unmasked Estep 
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Iteration 186Q: 16 clusters Score -1.160874e+08 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 164618 members 
Mstep: Class 3 contains 9425 members 
Mstep: Class 4 contains 155943 members 
Mstep: Class 5 contains 14382 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 6659 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 160165 members 
Mstep: Class 11 contains 72471 members 
Mstep: Class 12 contains 12517 members 
Mstep: Class 13 contains 181223 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 36888 members 
Mstep: Class 17 contains 40636 members 
Entering Unmasked Estep 
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Iteration 187Q: 16 clusters Score -1.160873e+08 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 164719 members 
Mstep: Class 3 contains 9410 members 
Mstep: Class 4 contains 156921 members 
Mstep: Class 5 contains 14394 members 
Mstep: Class 6 contains 1185 members 
Mstep: Class 7 contains 6657 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 160160 members 
Mstep: Class 11 contains 71308 members 
Mstep: Class 12 contains 12480 members 
Mstep: Class 13 contains 181254 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 36990 members 
Mstep: Class 17 contains 40635 members 
Entering Unmasked Estep 
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Iteration 188Q: 16 clusters Score -1.16087e+08 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 164852 members 
Mstep: Class 3 contains 9403 members 
Mstep: Class 4 contains 157842 members 
Mstep: Class 5 contains 14397 members 
Mstep: Class 6 contains 1184 members 
Mstep: Class 7 contains 6656 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 160137 members 
Mstep: Class 11 contains 70170 members 
Mstep: Class 12 contains 12453 members 
Mstep: Class 13 contains 181299 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 37087 members 
Mstep: Class 17 contains 40633 members 
Entering Unmasked Estep 
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Iteration 189Q: 16 clusters Score -1.160866e+08 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 164975 members 
Mstep: Class 3 contains 9388 members 
Mstep: Class 4 contains 158678 members 
Mstep: Class 5 contains 14416 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6649 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 160165 members 
Mstep: Class 11 contains 69099 members 
Mstep: Class 12 contains 12434 members 
Mstep: Class 13 contains 181309 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 37174 members 
Mstep: Class 17 contains 40644 members 
Entering Unmasked Estep 
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Iteration 190Q: 16 clusters Score -1.160868e+08 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 165084 members 
Mstep: Class 3 contains 9380 members 
Mstep: Class 4 contains 159431 members 
Mstep: Class 5 contains 14426 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6646 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 160199 members 
Mstep: Class 11 contains 68075 members 
Mstep: Class 12 contains 12426 members 
Mstep: Class 13 contains 181372 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 37257 members 
Mstep: Class 17 contains 40635 members 
Entering Unmasked Estep 
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Iteration 191Q: 16 clusters Score -1.160868e+08 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 165234 members 
Mstep: Class 3 contains 9369 members 
Mstep: Class 4 contains 160052 members 
Mstep: Class 5 contains 14442 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6639 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 160256 members 
Mstep: Class 11 contains 67060 members 
Mstep: Class 12 contains 12412 members 
Mstep: Class 13 contains 181488 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 37352 members 
Mstep: Class 17 contains 40628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086888.000000 Penalty: 50824.945312
Iteration 192Q: 16 clusters Score -1.160869e+08 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 165405 members 
Mstep: Class 3 contains 9359 members 
Mstep: Class 4 contains 160628 members 
Mstep: Class 5 contains 14448 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6639 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 160338 members 
Mstep: Class 11 contains 66075 members 
Mstep: Class 12 contains 12397 members 
Mstep: Class 13 contains 181604 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 37430 members 
Mstep: Class 17 contains 40609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086784.000000 Penalty: 50824.945312
Iteration 193Q: 16 clusters Score -1.160868e+08 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 165568 members 
Mstep: Class 3 contains 9353 members 
Mstep: Class 4 contains 161209 members 
Mstep: Class 5 contains 14453 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6638 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 160442 members 
Mstep: Class 11 contains 65083 members 
Mstep: Class 12 contains 12380 members 
Mstep: Class 13 contains 181707 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 37515 members 
Mstep: Class 17 contains 40584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086760.000000 Penalty: 50824.945312
Iteration 194Q: 16 clusters Score -1.160868e+08 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 165819 members 
Mstep: Class 3 contains 9341 members 
Mstep: Class 4 contains 161729 members 
Mstep: Class 5 contains 14458 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6641 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 160538 members 
Mstep: Class 11 contains 64136 members 
Mstep: Class 12 contains 12370 members 
Mstep: Class 13 contains 181699 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 37621 members 
Mstep: Class 17 contains 40580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086544.000000 Penalty: 50824.945312
Iteration 195Q: 16 clusters Score -1.160865e+08 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 166038 members 
Mstep: Class 3 contains 9331 members 
Mstep: Class 4 contains 162287 members 
Mstep: Class 5 contains 14449 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6638 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 160641 members 
Mstep: Class 11 contains 63205 members 
Mstep: Class 12 contains 12347 members 
Mstep: Class 13 contains 181690 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 37734 members 
Mstep: Class 17 contains 40573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086112.000000 Penalty: 50824.945312
Iteration 196Q: 16 clusters Score -1.160861e+08 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 166235 members 
Mstep: Class 3 contains 9323 members 
Mstep: Class 4 contains 162840 members 
Mstep: Class 5 contains 14441 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6635 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 160775 members 
Mstep: Class 11 contains 62305 members 
Mstep: Class 12 contains 12317 members 
Mstep: Class 13 contains 181653 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 37850 members 
Mstep: Class 17 contains 40560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085824.000000 Penalty: 50824.945312
Iteration 197Q: 16 clusters Score -1.160858e+08 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 166456 members 
Mstep: Class 3 contains 9313 members 
Mstep: Class 4 contains 163306 members 
Mstep: Class 5 contains 14441 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6624 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 160938 members 
Mstep: Class 11 contains 61464 members 
Mstep: Class 12 contains 12297 members 
Mstep: Class 13 contains 181612 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 37930 members 
Mstep: Class 17 contains 40553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085600.000000 Penalty: 50824.945312
Iteration 198Q: 16 clusters Score -1.160856e+08 nChanged 2099
Entering ConstructFrom: 
Score: -116085600.000000 Penalty: 50824.945312
Entering ConstructFrom: 
Trying to split cluster 1 (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: -120980.609375 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -120980.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -119053.210938 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -119053.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -119298.078125 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -119298.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -119380.007812 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -119380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -119421.750000 Penalty: 3399.236328
	Iteration 3Q: 3 clusters Score -119421.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -119467.585938 Penalty: 3399.236328
	Iteration 4Q: 3 clusters Score -119467.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -119502.851562 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -119502.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -119529.429688 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -119529.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -119545.257812 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -119545.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -119556.078125 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -119556.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -119573.125000 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -119573.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -119584.296875 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -119584.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -119599.179688 Penalty: 3399.236328
	Iteration 11Q: 3 clusters Score -119599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -119604.078125 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -119604.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -119608.445312 Penalty: 3399.236328
	Iteration 13Q: 3 clusters Score -119608.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -119613.578125 Penalty: 3399.236328
	Iteration 14Q: 3 clusters Score -119613.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -119620.750000 Penalty: 3399.236328
	Iteration 15Q: 3 clusters Score -119620.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -119627.882812 Penalty: 3399.236328
	Iteration 16Q: 3 clusters Score -119627.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -119634.820312 Penalty: 3399.236328
	Iteration 17Q: 3 clusters Score -119634.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -119640.531250 Penalty: 3399.236328
	Iteration 18Q: 3 clusters Score -119640.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -119643.007812 Penalty: 3399.236328
	Iteration 19Q: 3 clusters Score -119643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -119647.929688 Penalty: 3399.236328
	Iteration 20F: 3 clusters Score -119647.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -119660.343750 Penalty: 3399.236328
	Iteration 21Q: 3 clusters Score -119660.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -119675.765625 Penalty: 3399.236328
	Iteration 22Q: 3 clusters Score -119675.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -119688.351562 Penalty: 3399.236328
	Iteration 23Q: 3 clusters Score -119688.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -119690.328125 Penalty: 3399.236328
	Iteration 24Q: 3 clusters Score -119690.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -119692.648438 Penalty: 3399.236328
	Iteration 25Q: 3 clusters Score -119692.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -119693.070312 Penalty: 3399.236328
	Iteration 26Q: 3 clusters Score -119693.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -119695.851562 Penalty: 3399.236328
	Iteration 27Q: 3 clusters Score -119695.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -119698.742188 Penalty: 3399.236328
	Iteration 28Q: 3 clusters Score -119698.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -119702.562500 Penalty: 3399.236328
	Iteration 29Q: 3 clusters Score -119702.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -119704.632812 Penalty: 3399.236328
	Iteration 30Q: 3 clusters Score -119704.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -119704.632812 Penalty: 3399.236328
	Iteration 31F: 3 clusters Score -119704.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (166721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166721 members 
Entering Unmasked Estep 
Score: -22906532.000000 Penalty: 2981.971191
	Iteration 0F: 2 clusters Score -2.290653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83410 members 
Mstep: Class 2 contains 83311 members 
Entering Unmasked Estep 
Score: -22796688.000000 Penalty: 5963.942383
	Iteration 0F: 3 clusters Score -2.279669e+07 nChanged 79649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85229 members 
Mstep: Class 2 contains 81492 members 
Entering Unmasked Estep 
Score: -22842440.000000 Penalty: 5963.942383
	Iteration 1F: 3 clusters Score -2.284244e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86026 members 
Mstep: Class 2 contains 80695 members 
Entering Unmasked Estep 
Score: -22843402.000000 Penalty: 5963.942383
	Iteration 2Q: 3 clusters Score -2.28434e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87224 members 
Mstep: Class 2 contains 79497 members 
Entering Unmasked Estep 
Score: -22844522.000000 Penalty: 5963.942383
	Iteration 3Q: 3 clusters Score -2.284452e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89055 members 
Mstep: Class 2 contains 77666 members 
Entering Unmasked Estep 
Score: -22845958.000000 Penalty: 5963.942383
	Iteration 4Q: 3 clusters Score -2.284596e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91931 members 
Mstep: Class 2 contains 74790 members 
Entering Unmasked Estep 
Score: -22848498.000000 Penalty: 5963.942383
	Iteration 5Q: 3 clusters Score -2.28485e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96449 members 
Mstep: Class 2 contains 70272 members 
Entering Unmasked Estep 
Score: -22852610.000000 Penalty: 5963.942383
	Iteration 6Q: 3 clusters Score -2.285261e+07 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102958 members 
Mstep: Class 2 contains 63763 members 
Entering Unmasked Estep 
Score: -22859256.000000 Penalty: 5963.942383
	Iteration 7F: 3 clusters Score -2.285926e+07 nChanged 11772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111002 members 
Mstep: Class 2 contains 55719 members 
Entering Unmasked Estep 
Score: -22869176.000000 Penalty: 5963.942383
	Iteration 8F: 3 clusters Score -2.286918e+07 nChanged 11686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118672 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -22879658.000000 Penalty: 5963.942383
	Iteration 9F: 3 clusters Score -2.287966e+07 nChanged 9683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124283 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -22886952.000000 Penalty: 5963.942383
	Iteration 10F: 3 clusters Score -2.288695e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128028 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -22890634.000000 Penalty: 5963.942383
	Iteration 11Q: 3 clusters Score -2.289063e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131092 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -22892250.000000 Penalty: 5963.942383
	Iteration 12Q: 3 clusters Score -2.289225e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133898 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -22893434.000000 Penalty: 5963.942383
	Iteration 13Q: 3 clusters Score -2.289343e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136616 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -22894380.000000 Penalty: 5963.942383
	Iteration 14Q: 3 clusters Score -2.289438e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139256 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -22895308.000000 Penalty: 5963.942383
	Iteration 15Q: 3 clusters Score -2.289531e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141825 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -22896412.000000 Penalty: 5963.942383
	Iteration 16Q: 3 clusters Score -2.289641e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144363 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -22897362.000000 Penalty: 5963.942383
	Iteration 17Q: 3 clusters Score -2.289736e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146812 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -22898378.000000 Penalty: 5963.942383
	Iteration 18Q: 3 clusters Score -2.289838e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149144 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -22899250.000000 Penalty: 5963.942383
	Iteration 19Q: 3 clusters Score -2.289925e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151121 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -22900162.000000 Penalty: 5963.942383
	Iteration 20F: 3 clusters Score -2.290016e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152853 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -22901000.000000 Penalty: 5963.942383
	Iteration 21Q: 3 clusters Score -2.2901e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154444 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -22901690.000000 Penalty: 5963.942383
	Iteration 22Q: 3 clusters Score -2.290169e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155803 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -22902230.000000 Penalty: 5963.942383
	Iteration 23Q: 3 clusters Score -2.290223e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157011 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -22902614.000000 Penalty: 5963.942383
	Iteration 24Q: 3 clusters Score -2.290261e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158010 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -22903050.000000 Penalty: 5963.942383
	Iteration 25Q: 3 clusters Score -2.290305e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158887 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -22903282.000000 Penalty: 5963.942383
	Iteration 26Q: 3 clusters Score -2.290328e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159663 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -22903524.000000 Penalty: 5963.942383
	Iteration 27Q: 3 clusters Score -2.290352e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160301 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -22903730.000000 Penalty: 5963.942383
	Iteration 28Q: 3 clusters Score -2.290373e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160813 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -22903894.000000 Penalty: 5963.942383
	Iteration 29Q: 3 clusters Score -2.290389e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161226 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -22903960.000000 Penalty: 5963.942383
	Iteration 30Q: 3 clusters Score -2.290396e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161604 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -22904056.000000 Penalty: 5963.942383
	Iteration 31Q: 3 clusters Score -2.290406e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161883 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -22904090.000000 Penalty: 5963.942383
	Iteration 32Q: 3 clusters Score -2.290409e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162131 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -22904186.000000 Penalty: 5963.942383
	Iteration 33Q: 3 clusters Score -2.290419e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162365 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -22904212.000000 Penalty: 5963.942383
	Iteration 34Q: 3 clusters Score -2.290421e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162560 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -22904308.000000 Penalty: 5963.942383
	Iteration 35Q: 3 clusters Score -2.290431e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162722 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -22904320.000000 Penalty: 5963.942383
	Iteration 36Q: 3 clusters Score -2.290432e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162871 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -22904314.000000 Penalty: 5963.942383
	Iteration 37Q: 3 clusters Score -2.290431e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163020 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -22904342.000000 Penalty: 5963.942383
	Iteration 38Q: 3 clusters Score -2.290434e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163167 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -22904396.000000 Penalty: 5963.942383
	Iteration 39Q: 3 clusters Score -2.29044e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163286 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -22904458.000000 Penalty: 5963.942383
	Iteration 40F: 3 clusters Score -2.290446e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163377 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -22904454.000000 Penalty: 5963.942383
	Iteration 41Q: 3 clusters Score -2.290445e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163464 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -22904476.000000 Penalty: 5963.942383
	Iteration 42Q: 3 clusters Score -2.290448e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163531 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -22904502.000000 Penalty: 5963.942383
	Iteration 43Q: 3 clusters Score -2.29045e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163596 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -22904526.000000 Penalty: 5963.942383
	Iteration 44Q: 3 clusters Score -2.290453e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163656 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -22904522.000000 Penalty: 5963.942383
	Iteration 45Q: 3 clusters Score -2.290452e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163696 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -22904562.000000 Penalty: 5963.942383
	Iteration 46Q: 3 clusters Score -2.290456e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163747 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -22904574.000000 Penalty: 5963.942383
	Iteration 47Q: 3 clusters Score -2.290457e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163797 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -22904586.000000 Penalty: 5963.942383
	Iteration 48Q: 3 clusters Score -2.290459e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163838 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -22904578.000000 Penalty: 5963.942383
	Iteration 49Q: 3 clusters Score -2.290458e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163866 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -22904604.000000 Penalty: 5963.942383
	Iteration 50Q: 3 clusters Score -2.29046e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163890 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -22904588.000000 Penalty: 5963.942383
	Iteration 51Q: 3 clusters Score -2.290459e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163912 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -22904572.000000 Penalty: 5963.942383
	Iteration 52Q: 3 clusters Score -2.290457e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163930 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -22904578.000000 Penalty: 5963.942383
	Iteration 53Q: 3 clusters Score -2.290458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163943 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -22904578.000000 Penalty: 5963.942383
	Iteration 54Q: 3 clusters Score -2.290458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163954 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -22904556.000000 Penalty: 5963.942383
	Iteration 55Q: 3 clusters Score -2.290456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163970 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -22904544.000000 Penalty: 5963.942383
	Iteration 56Q: 3 clusters Score -2.290454e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163989 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -22904562.000000 Penalty: 5963.942383
	Iteration 57Q: 3 clusters Score -2.290456e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163999 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -22904556.000000 Penalty: 5963.942383
	Iteration 58Q: 3 clusters Score -2.290456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164006 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -22904548.000000 Penalty: 5963.942383
	Iteration 59Q: 3 clusters Score -2.290455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164011 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -22904536.000000 Penalty: 5963.942383
	Iteration 60F: 3 clusters Score -2.290454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164016 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -22904542.000000 Penalty: 5963.942383
	Iteration 61Q: 3 clusters Score -2.290454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164019 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -22904550.000000 Penalty: 5963.942383
	Iteration 62Q: 3 clusters Score -2.290455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164023 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -22904544.000000 Penalty: 5963.942383
	Iteration 63Q: 3 clusters Score -2.290454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164025 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -22904544.000000 Penalty: 5963.942383
	Iteration 64Q: 3 clusters Score -2.290454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164028 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -22904550.000000 Penalty: 5963.942383
	Iteration 65Q: 3 clusters Score -2.290455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164028 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -22904548.000000 Penalty: 5963.942383
	Iteration 66Q: 3 clusters Score -2.290455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164029 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -22904556.000000 Penalty: 5963.942383
	Iteration 67Q: 3 clusters Score -2.290456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164032 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -22904552.000000 Penalty: 5963.942383
	Iteration 68Q: 3 clusters Score -2.290455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164035 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -22904550.000000 Penalty: 5963.942383
	Iteration 69Q: 3 clusters Score -2.290455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164040 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -22904542.000000 Penalty: 5963.942383
	Iteration 70Q: 3 clusters Score -2.290454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164042 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -22904540.000000 Penalty: 5963.942383
	Iteration 71Q: 3 clusters Score -2.290454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164043 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -22904548.000000 Penalty: 5963.942383
	Iteration 72Q: 3 clusters Score -2.290455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164044 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -22904546.000000 Penalty: 5963.942383
	Iteration 73Q: 3 clusters Score -2.290455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164045 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -22904546.000000 Penalty: 5963.942383
	Iteration 74Q: 3 clusters Score -2.290455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164047 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -22904528.000000 Penalty: 5963.942383
	Iteration 75Q: 3 clusters Score -2.290453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164050 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -22904534.000000 Penalty: 5963.942383
	Iteration 76Q: 3 clusters Score -2.290453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164054 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -22904524.000000 Penalty: 5963.942383
	Iteration 77Q: 3 clusters Score -2.290452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164055 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -22904524.000000 Penalty: 5963.942383
	Iteration 78Q: 3 clusters Score -2.290452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164056 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -22904520.000000 Penalty: 5963.942383
	Iteration 79Q: 3 clusters Score -2.290452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164058 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -22904526.000000 Penalty: 5963.942383
	Iteration 80F: 3 clusters Score -2.290453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164061 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -22904530.000000 Penalty: 5963.942383
	Iteration 81Q: 3 clusters Score -2.290453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164061 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -22904520.000000 Penalty: 5963.942383
	Iteration 82Q: 3 clusters Score -2.290452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164061 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -22904520.000000 Penalty: 5963.942383
	Iteration 83F: 3 clusters Score -2.290452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Entering Unmasked Estep 
Score: -1231850.375000 Penalty: 2266.300293
	Iteration 0F: 2 clusters Score -1231850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1224686.250000 Penalty: 4532.600586
	Iteration 0F: 3 clusters Score -1224686 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1226926.125000 Penalty: 4532.600586
	Iteration 1F: 3 clusters Score -1226926 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1227586.000000 Penalty: 4532.600586
	Iteration 2F: 3 clusters Score -1227586 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1228367.250000 Penalty: 4532.600586
	Iteration 3F: 3 clusters Score -1228367 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1229251.750000 Penalty: 4532.600586
	Iteration 4F: 3 clusters Score -1229252 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1229988.125000 Penalty: 4532.600586
	Iteration 5F: 3 clusters Score -1229988 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1230442.000000 Penalty: 4532.600586
	Iteration 6F: 3 clusters Score -1230442 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1230656.125000 Penalty: 4532.600586
	Iteration 7Q: 3 clusters Score -1230656 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1230744.375000 Penalty: 4532.600586
	Iteration 8Q: 3 clusters Score -1230744 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1230785.625000 Penalty: 4532.600586
	Iteration 9Q: 3 clusters Score -1230786 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1230803.000000 Penalty: 4532.600586
	Iteration 10Q: 3 clusters Score -1230803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1230810.500000 Penalty: 4532.600586
	Iteration 11Q: 3 clusters Score -1230810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1230818.125000 Penalty: 4532.600586
	Iteration 12Q: 3 clusters Score -1230818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1230817.125000 Penalty: 4532.600586
	Iteration 13Q: 3 clusters Score -1230817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1230817.875000 Penalty: 4532.600586
	Iteration 14Q: 3 clusters Score -1230818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1230817.125000 Penalty: 4532.600586
	Iteration 15Q: 3 clusters Score -1230817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1230817.125000 Penalty: 4532.600586
	Iteration 16Q: 3 clusters Score -1230817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1230820.000000 Penalty: 4532.600586
	Iteration 17Q: 3 clusters Score -1230820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1230820.375000 Penalty: 4532.600586
	Iteration 18Q: 3 clusters Score -1230820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1230819.250000 Penalty: 4532.600586
	Iteration 19Q: 3 clusters Score -1230819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1230819.250000 Penalty: 4532.600586
	Iteration 20F: 3 clusters Score -1230819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (163673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163673 members 
Entering Unmasked Estep 
Score: -22556944.000000 Penalty: 2977.395264
	Iteration 0F: 2 clusters Score -2.255694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 82045 members 
Entering Unmasked Estep 
Score: -22449176.000000 Penalty: 5954.790527
	Iteration 0F: 3 clusters Score -2.244918e+07 nChanged 78612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80086 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -22494958.000000 Penalty: 5954.790527
	Iteration 1F: 3 clusters Score -2.249496e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79134 members 
Mstep: Class 2 contains 84539 members 
Entering Unmasked Estep 
Score: -22496194.000000 Penalty: 5954.790527
	Iteration 2Q: 3 clusters Score -2.249619e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77508 members 
Mstep: Class 2 contains 86165 members 
Entering Unmasked Estep 
Score: -22497658.000000 Penalty: 5954.790527
	Iteration 3Q: 3 clusters Score -2.249766e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74887 members 
Mstep: Class 2 contains 88786 members 
Entering Unmasked Estep 
Score: -22499676.000000 Penalty: 5954.790527
	Iteration 4Q: 3 clusters Score -2.249968e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70968 members 
Mstep: Class 2 contains 92705 members 
Entering Unmasked Estep 
Score: -22502482.000000 Penalty: 5954.790527
	Iteration 5Q: 3 clusters Score -2.250248e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65136 members 
Mstep: Class 2 contains 98537 members 
Entering Unmasked Estep 
Score: -22506990.000000 Penalty: 5954.790527
	Iteration 6F: 3 clusters Score -2.250699e+07 nChanged 10493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 106446 members 
Entering Unmasked Estep 
Score: -22513770.000000 Penalty: 5954.790527
	Iteration 7F: 3 clusters Score -2.251377e+07 nChanged 11709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 115965 members 
Entering Unmasked Estep 
Score: -22523078.000000 Penalty: 5954.790527
	Iteration 8F: 3 clusters Score -2.252308e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 124990 members 
Entering Unmasked Estep 
Score: -22532484.000000 Penalty: 5954.790527
	Iteration 9F: 3 clusters Score -2.253248e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 131608 members 
Entering Unmasked Estep 
Score: -22539554.000000 Penalty: 5954.790527
	Iteration 10F: 3 clusters Score -2.253955e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 136122 members 
Entering Unmasked Estep 
Score: -22543700.000000 Penalty: 5954.790527
	Iteration 11Q: 3 clusters Score -2.25437e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 139281 members 
Entering Unmasked Estep 
Score: -22545974.000000 Penalty: 5954.790527
	Iteration 12Q: 3 clusters Score -2.254597e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 141859 members 
Entering Unmasked Estep 
Score: -22547696.000000 Penalty: 5954.790527
	Iteration 13Q: 3 clusters Score -2.25477e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 144029 members 
Entering Unmasked Estep 
Score: -22548862.000000 Penalty: 5954.790527
	Iteration 14Q: 3 clusters Score -2.254886e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 145975 members 
Entering Unmasked Estep 
Score: -22549830.000000 Penalty: 5954.790527
	Iteration 15Q: 3 clusters Score -2.254983e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 147671 members 
Entering Unmasked Estep 
Score: -22550774.000000 Penalty: 5954.790527
	Iteration 16Q: 3 clusters Score -2.255077e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 149186 members 
Entering Unmasked Estep 
Score: -22551406.000000 Penalty: 5954.790527
	Iteration 17Q: 3 clusters Score -2.255141e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 150599 members 
Entering Unmasked Estep 
Score: -22552052.000000 Penalty: 5954.790527
	Iteration 18Q: 3 clusters Score -2.255205e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 151835 members 
Entering Unmasked Estep 
Score: -22552482.000000 Penalty: 5954.790527
	Iteration 19Q: 3 clusters Score -2.255248e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 152929 members 
Entering Unmasked Estep 
Score: -22552912.000000 Penalty: 5954.790527
	Iteration 20F: 3 clusters Score -2.255291e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 153827 members 
Entering Unmasked Estep 
Score: -22553188.000000 Penalty: 5954.790527
	Iteration 21Q: 3 clusters Score -2.255319e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 154655 members 
Entering Unmasked Estep 
Score: -22553430.000000 Penalty: 5954.790527
	Iteration 22Q: 3 clusters Score -2.255343e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 155374 members 
Entering Unmasked Estep 
Score: -22553572.000000 Penalty: 5954.790527
	Iteration 23Q: 3 clusters Score -2.255357e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 155979 members 
Entering Unmasked Estep 
Score: -22553734.000000 Penalty: 5954.790527
	Iteration 24Q: 3 clusters Score -2.255373e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 156517 members 
Entering Unmasked Estep 
Score: -22553878.000000 Penalty: 5954.790527
	Iteration 25Q: 3 clusters Score -2.255388e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 157011 members 
Entering Unmasked Estep 
Score: -22554054.000000 Penalty: 5954.790527
	Iteration 26Q: 3 clusters Score -2.255405e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 157437 members 
Entering Unmasked Estep 
Score: -22554138.000000 Penalty: 5954.790527
	Iteration 27Q: 3 clusters Score -2.255414e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 157856 members 
Entering Unmasked Estep 
Score: -22554172.000000 Penalty: 5954.790527
	Iteration 28Q: 3 clusters Score -2.255417e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 158237 members 
Entering Unmasked Estep 
Score: -22554300.000000 Penalty: 5954.790527
	Iteration 29Q: 3 clusters Score -2.25543e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 158570 members 
Entering Unmasked Estep 
Score: -22554440.000000 Penalty: 5954.790527
	Iteration 30Q: 3 clusters Score -2.255444e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 158867 members 
Entering Unmasked Estep 
Score: -22554470.000000 Penalty: 5954.790527
	Iteration 31Q: 3 clusters Score -2.255447e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 159123 members 
Entering Unmasked Estep 
Score: -22554526.000000 Penalty: 5954.790527
	Iteration 32Q: 3 clusters Score -2.255453e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 159348 members 
Entering Unmasked Estep 
Score: -22554618.000000 Penalty: 5954.790527
	Iteration 33Q: 3 clusters Score -2.255462e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 159574 members 
Entering Unmasked Estep 
Score: -22554640.000000 Penalty: 5954.790527
	Iteration 34Q: 3 clusters Score -2.255464e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 159763 members 
Entering Unmasked Estep 
Score: -22554722.000000 Penalty: 5954.790527
	Iteration 35Q: 3 clusters Score -2.255472e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 159928 members 
Entering Unmasked Estep 
Score: -22554738.000000 Penalty: 5954.790527
	Iteration 36Q: 3 clusters Score -2.255474e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 160072 members 
Entering Unmasked Estep 
Score: -22554760.000000 Penalty: 5954.790527
	Iteration 37Q: 3 clusters Score -2.255476e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 160204 members 
Entering Unmasked Estep 
Score: -22554740.000000 Penalty: 5954.790527
	Iteration 38Q: 3 clusters Score -2.255474e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 160319 members 
Entering Unmasked Estep 
Score: -22554742.000000 Penalty: 5954.790527
	Iteration 39Q: 3 clusters Score -2.255474e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 160426 members 
Entering Unmasked Estep 
Score: -22554760.000000 Penalty: 5954.790527
	Iteration 40F: 3 clusters Score -2.255476e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 160514 members 
Entering Unmasked Estep 
Score: -22554766.000000 Penalty: 5954.790527
	Iteration 41Q: 3 clusters Score -2.255477e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 160589 members 
Entering Unmasked Estep 
Score: -22554758.000000 Penalty: 5954.790527
	Iteration 42Q: 3 clusters Score -2.255476e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 160663 members 
Entering Unmasked Estep 
Score: -22554782.000000 Penalty: 5954.790527
	Iteration 43Q: 3 clusters Score -2.255478e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 160732 members 
Entering Unmasked Estep 
Score: -22554740.000000 Penalty: 5954.790527
	Iteration 44Q: 3 clusters Score -2.255474e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 160795 members 
Entering Unmasked Estep 
Score: -22554780.000000 Penalty: 5954.790527
	Iteration 45Q: 3 clusters Score -2.255478e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 160863 members 
Entering Unmasked Estep 
Score: -22554826.000000 Penalty: 5954.790527
	Iteration 46Q: 3 clusters Score -2.255483e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 160923 members 
Entering Unmasked Estep 
Score: -22554818.000000 Penalty: 5954.790527
	Iteration 47Q: 3 clusters Score -2.255482e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 160981 members 
Entering Unmasked Estep 
Score: -22554830.000000 Penalty: 5954.790527
	Iteration 48Q: 3 clusters Score -2.255483e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 161040 members 
Entering Unmasked Estep 
Score: -22554842.000000 Penalty: 5954.790527
	Iteration 49Q: 3 clusters Score -2.255484e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 161093 members 
Entering Unmasked Estep 
Score: -22554890.000000 Penalty: 5954.790527
	Iteration 50Q: 3 clusters Score -2.255489e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 161130 members 
Entering Unmasked Estep 
Score: -22554878.000000 Penalty: 5954.790527
	Iteration 51Q: 3 clusters Score -2.255488e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 161170 members 
Entering Unmasked Estep 
Score: -22554894.000000 Penalty: 5954.790527
	Iteration 52Q: 3 clusters Score -2.255489e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 161203 members 
Entering Unmasked Estep 
Score: -22554880.000000 Penalty: 5954.790527
	Iteration 53Q: 3 clusters Score -2.255488e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 161231 members 
Entering Unmasked Estep 
Score: -22554894.000000 Penalty: 5954.790527
	Iteration 54Q: 3 clusters Score -2.255489e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 161259 members 
Entering Unmasked Estep 
Score: -22554882.000000 Penalty: 5954.790527
	Iteration 55Q: 3 clusters Score -2.255488e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 161284 members 
Entering Unmasked Estep 
Score: -22554852.000000 Penalty: 5954.790527
	Iteration 56Q: 3 clusters Score -2.255485e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 161302 members 
Entering Unmasked Estep 
Score: -22554880.000000 Penalty: 5954.790527
	Iteration 57Q: 3 clusters Score -2.255488e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 161317 members 
Entering Unmasked Estep 
Score: -22554888.000000 Penalty: 5954.790527
	Iteration 58Q: 3 clusters Score -2.255489e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 161334 members 
Entering Unmasked Estep 
Score: -22554924.000000 Penalty: 5954.790527
	Iteration 59Q: 3 clusters Score -2.255492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 161353 members 
Entering Unmasked Estep 
Score: -22554924.000000 Penalty: 5954.790527
	Iteration 60F: 3 clusters Score -2.255492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 161366 members 
Entering Unmasked Estep 
Score: -22554906.000000 Penalty: 5954.790527
	Iteration 61Q: 3 clusters Score -2.255491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 161376 members 
Entering Unmasked Estep 
Score: -22554910.000000 Penalty: 5954.790527
	Iteration 62Q: 3 clusters Score -2.255491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 161383 members 
Entering Unmasked Estep 
Score: -22554908.000000 Penalty: 5954.790527
	Iteration 63Q: 3 clusters Score -2.255491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 161394 members 
Entering Unmasked Estep 
Score: -22554910.000000 Penalty: 5954.790527
	Iteration 64Q: 3 clusters Score -2.255491e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 161409 members 
Entering Unmasked Estep 
Score: -22554898.000000 Penalty: 5954.790527
	Iteration 65Q: 3 clusters Score -2.25549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 161417 members 
Entering Unmasked Estep 
Score: -22554930.000000 Penalty: 5954.790527
	Iteration 66Q: 3 clusters Score -2.255493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 161426 members 
Entering Unmasked Estep 
Score: -22554922.000000 Penalty: 5954.790527
	Iteration 67Q: 3 clusters Score -2.255492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 161434 members 
Entering Unmasked Estep 
Score: -22554942.000000 Penalty: 5954.790527
	Iteration 68Q: 3 clusters Score -2.255494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 161443 members 
Entering Unmasked Estep 
Score: -22554924.000000 Penalty: 5954.790527
	Iteration 69Q: 3 clusters Score -2.255492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 161449 members 
Entering Unmasked Estep 
Score: -22554942.000000 Penalty: 5954.790527
	Iteration 70Q: 3 clusters Score -2.255494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 161457 members 
Entering Unmasked Estep 
Score: -22554956.000000 Penalty: 5954.790527
	Iteration 71Q: 3 clusters Score -2.255496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 161465 members 
Entering Unmasked Estep 
Score: -22554962.000000 Penalty: 5954.790527
	Iteration 72Q: 3 clusters Score -2.255496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 161469 members 
Entering Unmasked Estep 
Score: -22554964.000000 Penalty: 5954.790527
	Iteration 73Q: 3 clusters Score -2.255496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 161471 members 
Entering Unmasked Estep 
Score: -22554974.000000 Penalty: 5954.790527
	Iteration 74Q: 3 clusters Score -2.255497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 161473 members 
Entering Unmasked Estep 
Score: -22554970.000000 Penalty: 5954.790527
	Iteration 75Q: 3 clusters Score -2.255497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 161478 members 
Entering Unmasked Estep 
Score: -22554962.000000 Penalty: 5954.790527
	Iteration 76Q: 3 clusters Score -2.255496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 161480 members 
Entering Unmasked Estep 
Score: -22554966.000000 Penalty: 5954.790527
	Iteration 77Q: 3 clusters Score -2.255497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 161482 members 
Entering Unmasked Estep 
Score: -22554966.000000 Penalty: 5954.790527
	Iteration 78Q: 3 clusters Score -2.255497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 161486 members 
Entering Unmasked Estep 
Score: -22554960.000000 Penalty: 5954.790527
	Iteration 79Q: 3 clusters Score -2.255496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 161493 members 
Entering Unmasked Estep 
Score: -22554960.000000 Penalty: 5954.790527
	Iteration 80F: 3 clusters Score -2.255496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 161500 members 
Entering Unmasked Estep 
Score: -22554958.000000 Penalty: 5954.790527
	Iteration 81Q: 3 clusters Score -2.255496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 161503 members 
Entering Unmasked Estep 
Score: -22554966.000000 Penalty: 5954.790527
	Iteration 82Q: 3 clusters Score -2.255497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 161507 members 
Entering Unmasked Estep 
Score: -22554968.000000 Penalty: 5954.790527
	Iteration 83Q: 3 clusters Score -2.255497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 161510 members 
Entering Unmasked Estep 
Score: -22554968.000000 Penalty: 5954.790527
	Iteration 84Q: 3 clusters Score -2.255497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 161512 members 
Entering Unmasked Estep 
Score: -22554972.000000 Penalty: 5954.790527
	Iteration 85Q: 3 clusters Score -2.255497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 161513 members 
Entering Unmasked Estep 
Score: -22554976.000000 Penalty: 5954.790527
	Iteration 86Q: 3 clusters Score -2.255498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 161513 members 
Entering Unmasked Estep 
Score: -22554976.000000 Penalty: 5954.790527
	Iteration 87F: 3 clusters Score -2.255498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Entering Unmasked Estep 
Score: -1957329.125000 Penalty: 2375.352539
	Iteration 0F: 2 clusters Score -1957329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1946835.000000 Penalty: 4750.705078
	Iteration 0F: 3 clusters Score -1946835 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1950010.250000 Penalty: 4750.705078
	Iteration 1F: 3 clusters Score -1950010 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1950277.500000 Penalty: 4750.705078
	Iteration 2F: 3 clusters Score -1950278 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1950483.500000 Penalty: 4750.705078
	Iteration 3Q: 3 clusters Score -1950484 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1950649.500000 Penalty: 4750.705078
	Iteration 4Q: 3 clusters Score -1950650 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1950802.625000 Penalty: 4750.705078
	Iteration 5Q: 3 clusters Score -1950803 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1950924.875000 Penalty: 4750.705078
	Iteration 6Q: 3 clusters Score -1950925 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1951042.375000 Penalty: 4750.705078
	Iteration 7Q: 3 clusters Score -1951042 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1951152.500000 Penalty: 4750.705078
	Iteration 8Q: 3 clusters Score -1951152 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1951287.750000 Penalty: 4750.705078
	Iteration 9Q: 3 clusters Score -1951288 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1951452.125000 Penalty: 4750.705078
	Iteration 10Q: 3 clusters Score -1951452 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1951637.250000 Penalty: 4750.705078
	Iteration 11Q: 3 clusters Score -1951637 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1951868.250000 Penalty: 4750.705078
	Iteration 12Q: 3 clusters Score -1951868 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1952162.750000 Penalty: 4750.705078
	Iteration 13Q: 3 clusters Score -1952163 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1952573.500000 Penalty: 4750.705078
	Iteration 14Q: 3 clusters Score -1952574 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1953110.875000 Penalty: 4750.705078
	Iteration 15Q: 3 clusters Score -1953111 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1953707.750000 Penalty: 4750.705078
	Iteration 16Q: 3 clusters Score -1953708 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1954209.750000 Penalty: 4750.705078
	Iteration 17Q: 3 clusters Score -1954210 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1954637.125000 Penalty: 4750.705078
	Iteration 18Q: 3 clusters Score -1954637 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1954960.125000 Penalty: 4750.705078
	Iteration 19Q: 3 clusters Score -1954960 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1955199.750000 Penalty: 4750.705078
	Iteration 20F: 3 clusters Score -1955200 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1955322.125000 Penalty: 4750.705078
	Iteration 21Q: 3 clusters Score -1955322 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1955371.375000 Penalty: 4750.705078
	Iteration 22Q: 3 clusters Score -1955371 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1955410.625000 Penalty: 4750.705078
	Iteration 23Q: 3 clusters Score -1955411 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1955437.250000 Penalty: 4750.705078
	Iteration 24Q: 3 clusters Score -1955437 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1955451.000000 Penalty: 4750.705078
	Iteration 25Q: 3 clusters Score -1955451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1955458.750000 Penalty: 4750.705078
	Iteration 26Q: 3 clusters Score -1955459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1955471.250000 Penalty: 4750.705078
	Iteration 27Q: 3 clusters Score -1955471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1955477.375000 Penalty: 4750.705078
	Iteration 28Q: 3 clusters Score -1955477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1955491.000000 Penalty: 4750.705078
	Iteration 29Q: 3 clusters Score -1955491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1955502.875000 Penalty: 4750.705078
	Iteration 30Q: 3 clusters Score -1955503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1955507.375000 Penalty: 4750.705078
	Iteration 31Q: 3 clusters Score -1955507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1955505.000000 Penalty: 4750.705078
	Iteration 32Q: 3 clusters Score -1955505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1955504.625000 Penalty: 4750.705078
	Iteration 33Q: 3 clusters Score -1955505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1955510.625000 Penalty: 4750.705078
	Iteration 34Q: 3 clusters Score -1955511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1955512.875000 Penalty: 4750.705078
	Iteration 35Q: 3 clusters Score -1955513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1955511.625000 Penalty: 4750.705078
	Iteration 36Q: 3 clusters Score -1955512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1955511.625000 Penalty: 4750.705078
	Iteration 37F: 3 clusters Score -1955512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -154317.296875 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -154317.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -152221.250000 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -152221.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -152504.093750 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -152504.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -152599.859375 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -152599.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -152640.390625 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -152640.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -152670.734375 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -152670.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -152693.375000 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -152693.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -152712.265625 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -152712.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -152722.984375 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -152723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -152727.468750 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -152727.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -152729.921875 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -152729.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -152731.281250 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -152731.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -152732.406250 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -152732.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -152733.593750 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -152733.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -152733.593750 Penalty: 3509.181641
	Iteration 13F: 3 clusters Score -152733.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Entering Unmasked Estep 
Score: -863891.875000 Penalty: 2181.717041
	Iteration 0F: 2 clusters Score -863891.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -858404.812500 Penalty: 4363.434082
	Iteration 0F: 3 clusters Score -858404.8 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -859900.625000 Penalty: 4363.434082
	Iteration 1F: 3 clusters Score -859900.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -860148.125000 Penalty: 4363.434082
	Iteration 2F: 3 clusters Score -860148.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -860307.937500 Penalty: 4363.434082
	Iteration 3F: 3 clusters Score -860307.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -860428.500000 Penalty: 4363.434082
	Iteration 4Q: 3 clusters Score -860428.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -860517.687500 Penalty: 4363.434082
	Iteration 5Q: 3 clusters Score -860517.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -860572.750000 Penalty: 4363.434082
	Iteration 6Q: 3 clusters Score -860572.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -860625.250000 Penalty: 4363.434082
	Iteration 7Q: 3 clusters Score -860625.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -860679.812500 Penalty: 4363.434082
	Iteration 8Q: 3 clusters Score -860679.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -860738.250000 Penalty: 4363.434082
	Iteration 9Q: 3 clusters Score -860738.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -860802.750000 Penalty: 4363.434082
	Iteration 10Q: 3 clusters Score -860802.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -860856.625000 Penalty: 4363.434082
	Iteration 11Q: 3 clusters Score -860856.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -860911.875000 Penalty: 4363.434082
	Iteration 12Q: 3 clusters Score -860911.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -860967.937500 Penalty: 4363.434082
	Iteration 13Q: 3 clusters Score -860967.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -861018.437500 Penalty: 4363.434082
	Iteration 14Q: 3 clusters Score -861018.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -861068.312500 Penalty: 4363.434082
	Iteration 15Q: 3 clusters Score -861068.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -861116.187500 Penalty: 4363.434082
	Iteration 16Q: 3 clusters Score -861116.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -861174.812500 Penalty: 4363.434082
	Iteration 17Q: 3 clusters Score -861174.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -861244.500000 Penalty: 4363.434082
	Iteration 18Q: 3 clusters Score -861244.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -861327.437500 Penalty: 4363.434082
	Iteration 19Q: 3 clusters Score -861327.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -861428.000000 Penalty: 4363.434082
	Iteration 20F: 3 clusters Score -861428 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -861530.562500 Penalty: 4363.434082
	Iteration 21Q: 3 clusters Score -861530.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -861631.250000 Penalty: 4363.434082
	Iteration 22Q: 3 clusters Score -861631.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -861738.000000 Penalty: 4363.434082
	Iteration 23Q: 3 clusters Score -861738 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -861821.875000 Penalty: 4363.434082
	Iteration 24Q: 3 clusters Score -861821.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -861904.375000 Penalty: 4363.434082
	Iteration 25Q: 3 clusters Score -861904.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -861977.937500 Penalty: 4363.434082
	Iteration 26Q: 3 clusters Score -861977.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -862028.375000 Penalty: 4363.434082
	Iteration 27Q: 3 clusters Score -862028.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -862078.000000 Penalty: 4363.434082
	Iteration 28Q: 3 clusters Score -862078 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -862115.875000 Penalty: 4363.434082
	Iteration 29Q: 3 clusters Score -862115.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -862140.312500 Penalty: 4363.434082
	Iteration 30Q: 3 clusters Score -862140.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -862157.312500 Penalty: 4363.434082
	Iteration 31Q: 3 clusters Score -862157.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -862182.312500 Penalty: 4363.434082
	Iteration 32Q: 3 clusters Score -862182.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -862204.812500 Penalty: 4363.434082
	Iteration 33Q: 3 clusters Score -862204.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -862218.000000 Penalty: 4363.434082
	Iteration 34Q: 3 clusters Score -862218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -862227.750000 Penalty: 4363.434082
	Iteration 35Q: 3 clusters Score -862227.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -862230.812500 Penalty: 4363.434082
	Iteration 36Q: 3 clusters Score -862230.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -862235.625000 Penalty: 4363.434082
	Iteration 37Q: 3 clusters Score -862235.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -862241.250000 Penalty: 4363.434082
	Iteration 38Q: 3 clusters Score -862241.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -862245.375000 Penalty: 4363.434082
	Iteration 39Q: 3 clusters Score -862245.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -862245.875000 Penalty: 4363.434082
	Iteration 40F: 3 clusters Score -862245.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -862246.687500 Penalty: 4363.434082
	Iteration 41Q: 3 clusters Score -862246.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -862246.000000 Penalty: 4363.434082
	Iteration 42Q: 3 clusters Score -862246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -862247.312500 Penalty: 4363.434082
	Iteration 43Q: 3 clusters Score -862247.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -862247.000000 Penalty: 4363.434082
	Iteration 44Q: 3 clusters Score -862247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -862247.000000 Penalty: 4363.434082
	Iteration 45Q: 3 clusters Score -862247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -862247.687500 Penalty: 4363.434082
	Iteration 46Q: 3 clusters Score -862247.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -862248.687500 Penalty: 4363.434082
	Iteration 47Q: 3 clusters Score -862248.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -862249.000000 Penalty: 4363.434082
	Iteration 48Q: 3 clusters Score -862249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -862249.000000 Penalty: 4363.434082
	Iteration 49F: 3 clusters Score -862249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -58785.574219 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -58785.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57456.128906 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -57456.13 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -58065.207031 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -58065.21 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -58262.191406 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -58262.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -58330.421875 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -58330.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -58363.464844 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -58363.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -58407.574219 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -58407.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -58445.433594 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -58445.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -58491.156250 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -58491.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -58495.398438 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -58495.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -58495.398438 Penalty: 3097.106689
	Iteration 9F: 3 clusters Score -58495.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (161128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161128 members 
Entering Unmasked Estep 
Score: -22187840.000000 Penalty: 2973.508545
	Iteration 0F: 2 clusters Score -2.218784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80753 members 
Mstep: Class 2 contains 80375 members 
Entering Unmasked Estep 
Score: -22082084.000000 Penalty: 5947.017090
	Iteration 0F: 3 clusters Score -2.208208e+07 nChanged 77064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83767 members 
Mstep: Class 2 contains 77361 members 
Entering Unmasked Estep 
Score: -22126852.000000 Penalty: 5947.017090
	Iteration 1F: 3 clusters Score -2.212685e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85767 members 
Mstep: Class 2 contains 75361 members 
Entering Unmasked Estep 
Score: -22127790.000000 Penalty: 5947.017090
	Iteration 2Q: 3 clusters Score -2.212779e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88763 members 
Mstep: Class 2 contains 72365 members 
Entering Unmasked Estep 
Score: -22128984.000000 Penalty: 5947.017090
	Iteration 3Q: 3 clusters Score -2.212898e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93448 members 
Mstep: Class 2 contains 67680 members 
Entering Unmasked Estep 
Score: -22131204.000000 Penalty: 5947.017090
	Iteration 4Q: 3 clusters Score -2.21312e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100429 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -22134942.000000 Penalty: 5947.017090
	Iteration 5F: 3 clusters Score -2.213494e+07 nChanged 10994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110465 members 
Mstep: Class 2 contains 50663 members 
Entering Unmasked Estep 
Score: -22141828.000000 Penalty: 5947.017090
	Iteration 6F: 3 clusters Score -2.214183e+07 nChanged 13106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122929 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -22152744.000000 Penalty: 5947.017090
	Iteration 7F: 3 clusters Score -2.215274e+07 nChanged 13485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136026 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -22165640.000000 Penalty: 5947.017090
	Iteration 8F: 3 clusters Score -2.216564e+07 nChanged 10760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146596 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -22176584.000000 Penalty: 5947.017090
	Iteration 9F: 3 clusters Score -2.217658e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152714 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -22182394.000000 Penalty: 5947.017090
	Iteration 10Q: 3 clusters Score -2.218239e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155568 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -22184978.000000 Penalty: 5947.017090
	Iteration 11Q: 3 clusters Score -2.218498e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156858 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -22185858.000000 Penalty: 5947.017090
	Iteration 12Q: 3 clusters Score -2.218586e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157606 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -22186236.000000 Penalty: 5947.017090
	Iteration 13Q: 3 clusters Score -2.218624e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158116 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -22186356.000000 Penalty: 5947.017090
	Iteration 14Q: 3 clusters Score -2.218636e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158466 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -22186486.000000 Penalty: 5947.017090
	Iteration 15Q: 3 clusters Score -2.218649e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158730 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -22186566.000000 Penalty: 5947.017090
	Iteration 16Q: 3 clusters Score -2.218657e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158941 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -22186598.000000 Penalty: 5947.017090
	Iteration 17Q: 3 clusters Score -2.21866e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159120 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -22186666.000000 Penalty: 5947.017090
	Iteration 18Q: 3 clusters Score -2.218667e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159254 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -22186710.000000 Penalty: 5947.017090
	Iteration 19Q: 3 clusters Score -2.218671e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159376 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -22186748.000000 Penalty: 5947.017090
	Iteration 20F: 3 clusters Score -2.218675e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159479 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -22186828.000000 Penalty: 5947.017090
	Iteration 21Q: 3 clusters Score -2.218683e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159552 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -22186806.000000 Penalty: 5947.017090
	Iteration 22Q: 3 clusters Score -2.218681e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159621 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -22186798.000000 Penalty: 5947.017090
	Iteration 23Q: 3 clusters Score -2.21868e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159675 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -22186826.000000 Penalty: 5947.017090
	Iteration 24Q: 3 clusters Score -2.218683e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159734 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -22186838.000000 Penalty: 5947.017090
	Iteration 25Q: 3 clusters Score -2.218684e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159776 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -22186844.000000 Penalty: 5947.017090
	Iteration 26Q: 3 clusters Score -2.218684e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159808 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -22186852.000000 Penalty: 5947.017090
	Iteration 27Q: 3 clusters Score -2.218685e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159837 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -22186830.000000 Penalty: 5947.017090
	Iteration 28Q: 3 clusters Score -2.218683e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159860 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -22186834.000000 Penalty: 5947.017090
	Iteration 29Q: 3 clusters Score -2.218683e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159881 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -22186858.000000 Penalty: 5947.017090
	Iteration 30Q: 3 clusters Score -2.218686e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159904 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -22186892.000000 Penalty: 5947.017090
	Iteration 31Q: 3 clusters Score -2.218689e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159916 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -22186906.000000 Penalty: 5947.017090
	Iteration 32Q: 3 clusters Score -2.218691e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159934 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -22186916.000000 Penalty: 5947.017090
	Iteration 33Q: 3 clusters Score -2.218692e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159952 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -22186954.000000 Penalty: 5947.017090
	Iteration 34Q: 3 clusters Score -2.218695e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159973 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -22186968.000000 Penalty: 5947.017090
	Iteration 35Q: 3 clusters Score -2.218697e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159997 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -22187008.000000 Penalty: 5947.017090
	Iteration 36Q: 3 clusters Score -2.218701e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160020 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -22187014.000000 Penalty: 5947.017090
	Iteration 37Q: 3 clusters Score -2.218701e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160034 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -22187032.000000 Penalty: 5947.017090
	Iteration 38Q: 3 clusters Score -2.218703e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160044 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -22187048.000000 Penalty: 5947.017090
	Iteration 39Q: 3 clusters Score -2.218705e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160060 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -22187030.000000 Penalty: 5947.017090
	Iteration 40F: 3 clusters Score -2.218703e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160071 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -22187022.000000 Penalty: 5947.017090
	Iteration 41Q: 3 clusters Score -2.218702e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160077 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -22187030.000000 Penalty: 5947.017090
	Iteration 42Q: 3 clusters Score -2.218703e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160087 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -22187042.000000 Penalty: 5947.017090
	Iteration 43Q: 3 clusters Score -2.218704e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160097 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -22187040.000000 Penalty: 5947.017090
	Iteration 44Q: 3 clusters Score -2.218704e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160100 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -22187058.000000 Penalty: 5947.017090
	Iteration 45Q: 3 clusters Score -2.218706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160108 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -22187064.000000 Penalty: 5947.017090
	Iteration 46Q: 3 clusters Score -2.218706e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160123 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -22187086.000000 Penalty: 5947.017090
	Iteration 47Q: 3 clusters Score -2.218709e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160127 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -22187090.000000 Penalty: 5947.017090
	Iteration 48Q: 3 clusters Score -2.218709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160131 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -22187086.000000 Penalty: 5947.017090
	Iteration 49Q: 3 clusters Score -2.218709e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160142 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -22187076.000000 Penalty: 5947.017090
	Iteration 50Q: 3 clusters Score -2.218708e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160151 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -22187062.000000 Penalty: 5947.017090
	Iteration 51Q: 3 clusters Score -2.218706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160150 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -22187082.000000 Penalty: 5947.017090
	Iteration 52Q: 3 clusters Score -2.218708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160150 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -22187084.000000 Penalty: 5947.017090
	Iteration 53Q: 3 clusters Score -2.218708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160150 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -22187084.000000 Penalty: 5947.017090
	Iteration 54F: 3 clusters Score -2.218708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60661 members 
Entering Unmasked Estep 
Score: -8400364.000000 Penalty: 2731.237793
	Iteration 0F: 2 clusters Score -8400364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -8359507.000000 Penalty: 5462.475586
	Iteration 0F: 3 clusters Score -8359507 nChanged 28218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -8375421.000000 Penalty: 5462.475586
	Iteration 1F: 3 clusters Score -8375421 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -8376150.000000 Penalty: 5462.475586
	Iteration 2Q: 3 clusters Score -8376150 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -8377007.000000 Penalty: 5462.475586
	Iteration 3Q: 3 clusters Score -8377007 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -8378296.500000 Penalty: 5462.475586
	Iteration 4Q: 3 clusters Score -8378296 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -8380298.500000 Penalty: 5462.475586
	Iteration 5F: 3 clusters Score -8380298 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -8383480.500000 Penalty: 5462.475586
	Iteration 6F: 3 clusters Score -8383480 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -8387912.000000 Penalty: 5462.475586
	Iteration 7F: 3 clusters Score -8387912 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -8392544.000000 Penalty: 5462.475586
	Iteration 8F: 3 clusters Score -8392544 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58161 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -8395763.000000 Penalty: 5462.475586
	Iteration 9F: 3 clusters Score -8395763 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59679 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8397323.000000 Penalty: 5462.475586
	Iteration 10Q: 3 clusters Score -8397323 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60165 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8397836.000000 Penalty: 5462.475586
	Iteration 11Q: 3 clusters Score -8397836 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60310 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8398057.000000 Penalty: 5462.475586
	Iteration 12Q: 3 clusters Score -8398057 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8398209.000000 Penalty: 5462.475586
	Iteration 13Q: 3 clusters Score -8398209 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60353 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8398282.000000 Penalty: 5462.475586
	Iteration 14Q: 3 clusters Score -8398282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60356 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8398326.000000 Penalty: 5462.475586
	Iteration 15Q: 3 clusters Score -8398326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60362 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8398353.000000 Penalty: 5462.475586
	Iteration 16Q: 3 clusters Score -8398353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60362 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8398368.000000 Penalty: 5462.475586
	Iteration 17Q: 3 clusters Score -8398368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8398385.000000 Penalty: 5462.475586
	Iteration 18Q: 3 clusters Score -8398385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8398396.000000 Penalty: 5462.475586
	Iteration 19Q: 3 clusters Score -8398396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8398408.000000 Penalty: 5462.475586
	Iteration 20F: 3 clusters Score -8398408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60354 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8398412.000000 Penalty: 5462.475586
	Iteration 21Q: 3 clusters Score -8398412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60357 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8398419.000000 Penalty: 5462.475586
	Iteration 22Q: 3 clusters Score -8398419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60358 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8398427.000000 Penalty: 5462.475586
	Iteration 23Q: 3 clusters Score -8398427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60358 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8398440.000000 Penalty: 5462.475586
	Iteration 24Q: 3 clusters Score -8398440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60358 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8398435.000000 Penalty: 5462.475586
	Iteration 25Q: 3 clusters Score -8398435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60359 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8398439.000000 Penalty: 5462.475586
	Iteration 26Q: 3 clusters Score -8398439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8398445.000000 Penalty: 5462.475586
	Iteration 27Q: 3 clusters Score -8398445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8398451.000000 Penalty: 5462.475586
	Iteration 28Q: 3 clusters Score -8398451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60362 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8398460.000000 Penalty: 5462.475586
	Iteration 29Q: 3 clusters Score -8398460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8398470.000000 Penalty: 5462.475586
	Iteration 30Q: 3 clusters Score -8398470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8398470.000000 Penalty: 5462.475586
	Iteration 31Q: 3 clusters Score -8398470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60366 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8398469.000000 Penalty: 5462.475586
	Iteration 32Q: 3 clusters Score -8398469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60366 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8398469.000000 Penalty: 5462.475586
	Iteration 33F: 3 clusters Score -8398469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Entering Unmasked Estep 
Score: -1670172.500000 Penalty: 2335.019531
	Iteration 0F: 2 clusters Score -1670172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1661070.375000 Penalty: 4670.039062
	Iteration 0F: 3 clusters Score -1661070 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1663879.875000 Penalty: 4670.039062
	Iteration 1F: 3 clusters Score -1663880 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1664226.375000 Penalty: 4670.039062
	Iteration 2F: 3 clusters Score -1664226 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1664529.500000 Penalty: 4670.039062
	Iteration 3Q: 3 clusters Score -1664530 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1664760.875000 Penalty: 4670.039062
	Iteration 4Q: 3 clusters Score -1664761 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1664979.875000 Penalty: 4670.039062
	Iteration 5Q: 3 clusters Score -1664980 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1665196.250000 Penalty: 4670.039062
	Iteration 6Q: 3 clusters Score -1665196 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1665358.500000 Penalty: 4670.039062
	Iteration 7Q: 3 clusters Score -1665358 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1665537.625000 Penalty: 4670.039062
	Iteration 8Q: 3 clusters Score -1665538 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1665731.750000 Penalty: 4670.039062
	Iteration 9Q: 3 clusters Score -1665732 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1665955.750000 Penalty: 4670.039062
	Iteration 10Q: 3 clusters Score -1665956 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1666187.625000 Penalty: 4670.039062
	Iteration 11Q: 3 clusters Score -1666188 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1666449.000000 Penalty: 4670.039062
	Iteration 12Q: 3 clusters Score -1666449 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1666690.000000 Penalty: 4670.039062
	Iteration 13Q: 3 clusters Score -1666690 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1666915.750000 Penalty: 4670.039062
	Iteration 14Q: 3 clusters Score -1666916 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1667133.375000 Penalty: 4670.039062
	Iteration 15Q: 3 clusters Score -1667133 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1667345.250000 Penalty: 4670.039062
	Iteration 16Q: 3 clusters Score -1667345 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1667549.375000 Penalty: 4670.039062
	Iteration 17Q: 3 clusters Score -1667549 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1667724.750000 Penalty: 4670.039062
	Iteration 18Q: 3 clusters Score -1667725 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1667848.000000 Penalty: 4670.039062
	Iteration 19Q: 3 clusters Score -1667848 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1667936.500000 Penalty: 4670.039062
	Iteration 20F: 3 clusters Score -1667936 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1667993.000000 Penalty: 4670.039062
	Iteration 21Q: 3 clusters Score -1667993 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1668033.375000 Penalty: 4670.039062
	Iteration 22Q: 3 clusters Score -1668033 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1668055.750000 Penalty: 4670.039062
	Iteration 23Q: 3 clusters Score -1668056 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1668078.500000 Penalty: 4670.039062
	Iteration 24Q: 3 clusters Score -1668078 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1668097.250000 Penalty: 4670.039062
	Iteration 25Q: 3 clusters Score -1668097 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1668115.875000 Penalty: 4670.039062
	Iteration 26Q: 3 clusters Score -1668116 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1668138.250000 Penalty: 4670.039062
	Iteration 27Q: 3 clusters Score -1668138 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1668155.500000 Penalty: 4670.039062
	Iteration 28Q: 3 clusters Score -1668156 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1668165.875000 Penalty: 4670.039062
	Iteration 29Q: 3 clusters Score -1668166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1668179.375000 Penalty: 4670.039062
	Iteration 30Q: 3 clusters Score -1668179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1668189.000000 Penalty: 4670.039062
	Iteration 31Q: 3 clusters Score -1668189 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1668201.500000 Penalty: 4670.039062
	Iteration 32Q: 3 clusters Score -1668202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1668215.500000 Penalty: 4670.039062
	Iteration 33Q: 3 clusters Score -1668216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1668229.625000 Penalty: 4670.039062
	Iteration 34Q: 3 clusters Score -1668230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1668233.750000 Penalty: 4670.039062
	Iteration 35Q: 3 clusters Score -1668234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1668247.500000 Penalty: 4670.039062
	Iteration 36Q: 3 clusters Score -1668248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1668255.500000 Penalty: 4670.039062
	Iteration 37Q: 3 clusters Score -1668256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1668258.000000 Penalty: 4670.039062
	Iteration 38Q: 3 clusters Score -1668258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1668272.250000 Penalty: 4670.039062
	Iteration 39Q: 3 clusters Score -1668272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1668287.500000 Penalty: 4670.039062
	Iteration 40F: 3 clusters Score -1668288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1668301.875000 Penalty: 4670.039062
	Iteration 41Q: 3 clusters Score -1668302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1668310.875000 Penalty: 4670.039062
	Iteration 42Q: 3 clusters Score -1668311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1668320.000000 Penalty: 4670.039062
	Iteration 43Q: 3 clusters Score -1668320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1668330.250000 Penalty: 4670.039062
	Iteration 44Q: 3 clusters Score -1668330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1668340.875000 Penalty: 4670.039062
	Iteration 45Q: 3 clusters Score -1668341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1668343.750000 Penalty: 4670.039062
	Iteration 46Q: 3 clusters Score -1668344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1668350.875000 Penalty: 4670.039062
	Iteration 47Q: 3 clusters Score -1668351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1668350.625000 Penalty: 4670.039062
	Iteration 48Q: 3 clusters Score -1668351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1668351.125000 Penalty: 4670.039062
	Iteration 49Q: 3 clusters Score -1668351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1668357.375000 Penalty: 4670.039062
	Iteration 50Q: 3 clusters Score -1668357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1668361.875000 Penalty: 4670.039062
	Iteration 51Q: 3 clusters Score -1668362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1668361.875000 Penalty: 4670.039062
	Iteration 52Q: 3 clusters Score -1668362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1668361.875000 Penalty: 4670.039062
	Iteration 53Q: 3 clusters Score -1668362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1668367.875000 Penalty: 4670.039062
	Iteration 54Q: 3 clusters Score -1668368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1668370.000000 Penalty: 4670.039062
	Iteration 55Q: 3 clusters Score -1668370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1668369.500000 Penalty: 4670.039062
	Iteration 56Q: 3 clusters Score -1668370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1668368.750000 Penalty: 4670.039062
	Iteration 57Q: 3 clusters Score -1668369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1668368.750000 Penalty: 4670.039062
	Iteration 58F: 3 clusters Score -1668369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (181560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181560 members 
Entering Unmasked Estep 
Score: -24878856.000000 Penalty: 3003.116699
	Iteration 0F: 2 clusters Score -2.487886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90723 members 
Mstep: Class 2 contains 90837 members 
Entering Unmasked Estep 
Score: -24763854.000000 Penalty: 6006.233398
	Iteration 0F: 3 clusters Score -2.476385e+07 nChanged 86959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90478 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -24814722.000000 Penalty: 6006.233398
	Iteration 1F: 3 clusters Score -2.481472e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90273 members 
Mstep: Class 2 contains 91287 members 
Entering Unmasked Estep 
Score: -24816142.000000 Penalty: 6006.233398
	Iteration 2Q: 3 clusters Score -2.481614e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89999 members 
Mstep: Class 2 contains 91561 members 
Entering Unmasked Estep 
Score: -24817848.000000 Penalty: 6006.233398
	Iteration 3Q: 3 clusters Score -2.481785e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89717 members 
Mstep: Class 2 contains 91843 members 
Entering Unmasked Estep 
Score: -24820548.000000 Penalty: 6006.233398
	Iteration 4Q: 3 clusters Score -2.482055e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89353 members 
Mstep: Class 2 contains 92207 members 
Entering Unmasked Estep 
Score: -24824206.000000 Penalty: 6006.233398
	Iteration 5Q: 3 clusters Score -2.482421e+07 nChanged 9547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89344 members 
Mstep: Class 2 contains 92216 members 
Entering Unmasked Estep 
Score: -24830062.000000 Penalty: 6006.233398
	Iteration 6F: 3 clusters Score -2.483006e+07 nChanged 11694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89874 members 
Mstep: Class 2 contains 91686 members 
Entering Unmasked Estep 
Score: -24838846.000000 Penalty: 6006.233398
	Iteration 7F: 3 clusters Score -2.483885e+07 nChanged 12827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91043 members 
Mstep: Class 2 contains 90517 members 
Entering Unmasked Estep 
Score: -24848310.000000 Penalty: 6006.233398
	Iteration 8F: 3 clusters Score -2.484831e+07 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92094 members 
Mstep: Class 2 contains 89466 members 
Entering Unmasked Estep 
Score: -24854662.000000 Penalty: 6006.233398
	Iteration 9F: 3 clusters Score -2.485466e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93121 members 
Mstep: Class 2 contains 88439 members 
Entering Unmasked Estep 
Score: -24857012.000000 Penalty: 6006.233398
	Iteration 10Q: 3 clusters Score -2.485701e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94188 members 
Mstep: Class 2 contains 87372 members 
Entering Unmasked Estep 
Score: -24858120.000000 Penalty: 6006.233398
	Iteration 11Q: 3 clusters Score -2.485812e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95427 members 
Mstep: Class 2 contains 86133 members 
Entering Unmasked Estep 
Score: -24858846.000000 Penalty: 6006.233398
	Iteration 12Q: 3 clusters Score -2.485885e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96740 members 
Mstep: Class 2 contains 84820 members 
Entering Unmasked Estep 
Score: -24859484.000000 Penalty: 6006.233398
	Iteration 13Q: 3 clusters Score -2.485948e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98158 members 
Mstep: Class 2 contains 83402 members 
Entering Unmasked Estep 
Score: -24860194.000000 Penalty: 6006.233398
	Iteration 14Q: 3 clusters Score -2.486019e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99698 members 
Mstep: Class 2 contains 81862 members 
Entering Unmasked Estep 
Score: -24860784.000000 Penalty: 6006.233398
	Iteration 15Q: 3 clusters Score -2.486078e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101359 members 
Mstep: Class 2 contains 80201 members 
Entering Unmasked Estep 
Score: -24861590.000000 Penalty: 6006.233398
	Iteration 16Q: 3 clusters Score -2.486159e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103026 members 
Mstep: Class 2 contains 78534 members 
Entering Unmasked Estep 
Score: -24862196.000000 Penalty: 6006.233398
	Iteration 17Q: 3 clusters Score -2.48622e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104728 members 
Mstep: Class 2 contains 76832 members 
Entering Unmasked Estep 
Score: -24862718.000000 Penalty: 6006.233398
	Iteration 18Q: 3 clusters Score -2.486272e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106421 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -24863256.000000 Penalty: 6006.233398
	Iteration 19Q: 3 clusters Score -2.486326e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108160 members 
Mstep: Class 2 contains 73400 members 
Entering Unmasked Estep 
Score: -24863810.000000 Penalty: 6006.233398
	Iteration 20F: 3 clusters Score -2.486381e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109972 members 
Mstep: Class 2 contains 71588 members 
Entering Unmasked Estep 
Score: -24864438.000000 Penalty: 6006.233398
	Iteration 21Q: 3 clusters Score -2.486444e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111851 members 
Mstep: Class 2 contains 69709 members 
Entering Unmasked Estep 
Score: -24865084.000000 Penalty: 6006.233398
	Iteration 22Q: 3 clusters Score -2.486508e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113801 members 
Mstep: Class 2 contains 67759 members 
Entering Unmasked Estep 
Score: -24865630.000000 Penalty: 6006.233398
	Iteration 23Q: 3 clusters Score -2.486563e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115803 members 
Mstep: Class 2 contains 65757 members 
Entering Unmasked Estep 
Score: -24866194.000000 Penalty: 6006.233398
	Iteration 24Q: 3 clusters Score -2.486619e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117839 members 
Mstep: Class 2 contains 63721 members 
Entering Unmasked Estep 
Score: -24866892.000000 Penalty: 6006.233398
	Iteration 25Q: 3 clusters Score -2.486689e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119987 members 
Mstep: Class 2 contains 61573 members 
Entering Unmasked Estep 
Score: -24867456.000000 Penalty: 6006.233398
	Iteration 26Q: 3 clusters Score -2.486746e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122200 members 
Mstep: Class 2 contains 59360 members 
Entering Unmasked Estep 
Score: -24868104.000000 Penalty: 6006.233398
	Iteration 27Q: 3 clusters Score -2.48681e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124400 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -24868878.000000 Penalty: 6006.233398
	Iteration 28Q: 3 clusters Score -2.486888e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126666 members 
Mstep: Class 2 contains 54894 members 
Entering Unmasked Estep 
Score: -24869600.000000 Penalty: 6006.233398
	Iteration 29Q: 3 clusters Score -2.48696e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129012 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -24870212.000000 Penalty: 6006.233398
	Iteration 30Q: 3 clusters Score -2.487021e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131461 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -24871020.000000 Penalty: 6006.233398
	Iteration 31Q: 3 clusters Score -2.487102e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133914 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -24871860.000000 Penalty: 6006.233398
	Iteration 32Q: 3 clusters Score -2.487186e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136281 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -24872708.000000 Penalty: 6006.233398
	Iteration 33Q: 3 clusters Score -2.487271e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138542 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -24873398.000000 Penalty: 6006.233398
	Iteration 34Q: 3 clusters Score -2.48734e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140730 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -24874124.000000 Penalty: 6006.233398
	Iteration 35Q: 3 clusters Score -2.487412e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142840 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -24874836.000000 Penalty: 6006.233398
	Iteration 36Q: 3 clusters Score -2.487484e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144839 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -24875380.000000 Penalty: 6006.233398
	Iteration 37Q: 3 clusters Score -2.487538e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146762 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -24875956.000000 Penalty: 6006.233398
	Iteration 38Q: 3 clusters Score -2.487596e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148644 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -24876454.000000 Penalty: 6006.233398
	Iteration 39Q: 3 clusters Score -2.487645e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150455 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -24876836.000000 Penalty: 6006.233398
	Iteration 40F: 3 clusters Score -2.487684e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152306 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -24877232.000000 Penalty: 6006.233398
	Iteration 41Q: 3 clusters Score -2.487723e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154177 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -24877538.000000 Penalty: 6006.233398
	Iteration 42Q: 3 clusters Score -2.487754e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155955 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -24877772.000000 Penalty: 6006.233398
	Iteration 43Q: 3 clusters Score -2.487777e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157684 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -24877922.000000 Penalty: 6006.233398
	Iteration 44Q: 3 clusters Score -2.487792e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159327 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -24878026.000000 Penalty: 6006.233398
	Iteration 45Q: 3 clusters Score -2.487803e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160821 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -24877936.000000 Penalty: 6006.233398
	Iteration 46Q: 3 clusters Score -2.487794e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162206 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -24877860.000000 Penalty: 6006.233398
	Iteration 47Q: 3 clusters Score -2.487786e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163481 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -24877750.000000 Penalty: 6006.233398
	Iteration 48Q: 3 clusters Score -2.487775e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164686 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -24877774.000000 Penalty: 6006.233398
	Iteration 49Q: 3 clusters Score -2.487777e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165809 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -24877826.000000 Penalty: 6006.233398
	Iteration 50Q: 3 clusters Score -2.487783e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166891 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -24877766.000000 Penalty: 6006.233398
	Iteration 51Q: 3 clusters Score -2.487777e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167906 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -24877600.000000 Penalty: 6006.233398
	Iteration 52Q: 3 clusters Score -2.48776e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168849 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -24877622.000000 Penalty: 6006.233398
	Iteration 53Q: 3 clusters Score -2.487762e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169710 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -24877528.000000 Penalty: 6006.233398
	Iteration 54Q: 3 clusters Score -2.487753e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170497 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -24877554.000000 Penalty: 6006.233398
	Iteration 55Q: 3 clusters Score -2.487755e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171224 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -24877472.000000 Penalty: 6006.233398
	Iteration 56Q: 3 clusters Score -2.487747e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171865 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -24877376.000000 Penalty: 6006.233398
	Iteration 57Q: 3 clusters Score -2.487738e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172478 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -24877294.000000 Penalty: 6006.233398
	Iteration 58Q: 3 clusters Score -2.487729e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173045 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -24877320.000000 Penalty: 6006.233398
	Iteration 59Q: 3 clusters Score -2.487732e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173591 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -24877314.000000 Penalty: 6006.233398
	Iteration 60F: 3 clusters Score -2.487731e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174104 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -24877314.000000 Penalty: 6006.233398
	Iteration 61Q: 3 clusters Score -2.487731e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174600 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -24877268.000000 Penalty: 6006.233398
	Iteration 62Q: 3 clusters Score -2.487727e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175047 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -24877180.000000 Penalty: 6006.233398
	Iteration 63Q: 3 clusters Score -2.487718e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175449 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -24877166.000000 Penalty: 6006.233398
	Iteration 64Q: 3 clusters Score -2.487717e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175809 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -24877146.000000 Penalty: 6006.233398
	Iteration 65Q: 3 clusters Score -2.487715e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176149 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -24877188.000000 Penalty: 6006.233398
	Iteration 66Q: 3 clusters Score -2.487719e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176452 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -24877140.000000 Penalty: 6006.233398
	Iteration 67Q: 3 clusters Score -2.487714e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176730 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -24877158.000000 Penalty: 6006.233398
	Iteration 68Q: 3 clusters Score -2.487716e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176992 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -24877146.000000 Penalty: 6006.233398
	Iteration 69Q: 3 clusters Score -2.487715e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177220 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -24877142.000000 Penalty: 6006.233398
	Iteration 70Q: 3 clusters Score -2.487714e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177425 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -24877116.000000 Penalty: 6006.233398
	Iteration 71Q: 3 clusters Score -2.487712e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177586 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -24877066.000000 Penalty: 6006.233398
	Iteration 72Q: 3 clusters Score -2.487707e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177755 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -24877064.000000 Penalty: 6006.233398
	Iteration 73Q: 3 clusters Score -2.487706e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177912 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -24877044.000000 Penalty: 6006.233398
	Iteration 74Q: 3 clusters Score -2.487704e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178047 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -24877048.000000 Penalty: 6006.233398
	Iteration 75Q: 3 clusters Score -2.487705e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178180 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -24877060.000000 Penalty: 6006.233398
	Iteration 76Q: 3 clusters Score -2.487706e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178315 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -24877058.000000 Penalty: 6006.233398
	Iteration 77Q: 3 clusters Score -2.487706e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178429 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -24877024.000000 Penalty: 6006.233398
	Iteration 78Q: 3 clusters Score -2.487702e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178541 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -24877050.000000 Penalty: 6006.233398
	Iteration 79Q: 3 clusters Score -2.487705e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178643 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -24877016.000000 Penalty: 6006.233398
	Iteration 80F: 3 clusters Score -2.487702e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178762 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -24876998.000000 Penalty: 6006.233398
	Iteration 81Q: 3 clusters Score -2.4877e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178863 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -24876982.000000 Penalty: 6006.233398
	Iteration 82Q: 3 clusters Score -2.487698e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178967 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -24876982.000000 Penalty: 6006.233398
	Iteration 83Q: 3 clusters Score -2.487698e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179056 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -24876950.000000 Penalty: 6006.233398
	Iteration 84Q: 3 clusters Score -2.487695e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179125 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -24876942.000000 Penalty: 6006.233398
	Iteration 85Q: 3 clusters Score -2.487694e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179191 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -24876924.000000 Penalty: 6006.233398
	Iteration 86Q: 3 clusters Score -2.487692e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179251 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -24876916.000000 Penalty: 6006.233398
	Iteration 87Q: 3 clusters Score -2.487692e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179298 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -24876868.000000 Penalty: 6006.233398
	Iteration 88Q: 3 clusters Score -2.487687e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179350 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -24876864.000000 Penalty: 6006.233398
	Iteration 89Q: 3 clusters Score -2.487686e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179393 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -24876896.000000 Penalty: 6006.233398
	Iteration 90Q: 3 clusters Score -2.48769e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179442 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -24876900.000000 Penalty: 6006.233398
	Iteration 91Q: 3 clusters Score -2.48769e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179487 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -24876882.000000 Penalty: 6006.233398
	Iteration 92Q: 3 clusters Score -2.487688e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179524 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -24876860.000000 Penalty: 6006.233398
	Iteration 93Q: 3 clusters Score -2.487686e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179560 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -24876896.000000 Penalty: 6006.233398
	Iteration 94Q: 3 clusters Score -2.48769e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179598 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -24876920.000000 Penalty: 6006.233398
	Iteration 95Q: 3 clusters Score -2.487692e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179637 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -24876940.000000 Penalty: 6006.233398
	Iteration 96Q: 3 clusters Score -2.487694e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179678 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -24876940.000000 Penalty: 6006.233398
	Iteration 97Q: 3 clusters Score -2.487694e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179726 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -24876922.000000 Penalty: 6006.233398
	Iteration 98Q: 3 clusters Score -2.487692e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179776 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -24876932.000000 Penalty: 6006.233398
	Iteration 99Q: 3 clusters Score -2.487693e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179828 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -24876922.000000 Penalty: 6006.233398
	Iteration 100F: 3 clusters Score -2.487692e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179880 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -24876932.000000 Penalty: 6006.233398
	Iteration 101Q: 3 clusters Score -2.487693e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179927 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -24876948.000000 Penalty: 6006.233398
	Iteration 102Q: 3 clusters Score -2.487695e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179960 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -24876922.000000 Penalty: 6006.233398
	Iteration 103Q: 3 clusters Score -2.487692e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179988 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -24876920.000000 Penalty: 6006.233398
	Iteration 104Q: 3 clusters Score -2.487692e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180026 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -24876898.000000 Penalty: 6006.233398
	Iteration 105Q: 3 clusters Score -2.48769e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180057 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -24876852.000000 Penalty: 6006.233398
	Iteration 106Q: 3 clusters Score -2.487685e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180091 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -24876888.000000 Penalty: 6006.233398
	Iteration 107Q: 3 clusters Score -2.487689e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180123 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -24876892.000000 Penalty: 6006.233398
	Iteration 108Q: 3 clusters Score -2.487689e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180152 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -24876866.000000 Penalty: 6006.233398
	Iteration 109Q: 3 clusters Score -2.487687e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180180 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -24876836.000000 Penalty: 6006.233398
	Iteration 110Q: 3 clusters Score -2.487684e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180208 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -24876830.000000 Penalty: 6006.233398
	Iteration 111Q: 3 clusters Score -2.487683e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180232 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -24876852.000000 Penalty: 6006.233398
	Iteration 112Q: 3 clusters Score -2.487685e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180258 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -24876880.000000 Penalty: 6006.233398
	Iteration 113Q: 3 clusters Score -2.487688e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180279 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -24876888.000000 Penalty: 6006.233398
	Iteration 114Q: 3 clusters Score -2.487689e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180297 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -24876884.000000 Penalty: 6006.233398
	Iteration 115Q: 3 clusters Score -2.487688e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180322 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -24876890.000000 Penalty: 6006.233398
	Iteration 116Q: 3 clusters Score -2.487689e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180347 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -24876888.000000 Penalty: 6006.233398
	Iteration 117Q: 3 clusters Score -2.487689e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180370 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -24876898.000000 Penalty: 6006.233398
	Iteration 118Q: 3 clusters Score -2.48769e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180391 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -24876900.000000 Penalty: 6006.233398
	Iteration 119Q: 3 clusters Score -2.48769e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180406 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -24876900.000000 Penalty: 6006.233398
	Iteration 120F: 3 clusters Score -2.48769e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180421 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -24876902.000000 Penalty: 6006.233398
	Iteration 121Q: 3 clusters Score -2.48769e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180437 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -24876918.000000 Penalty: 6006.233398
	Iteration 122Q: 3 clusters Score -2.487692e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180454 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -24876898.000000 Penalty: 6006.233398
	Iteration 123Q: 3 clusters Score -2.48769e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180474 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -24876924.000000 Penalty: 6006.233398
	Iteration 124Q: 3 clusters Score -2.487692e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180491 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -24876884.000000 Penalty: 6006.233398
	Iteration 125Q: 3 clusters Score -2.487688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180502 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -24876890.000000 Penalty: 6006.233398
	Iteration 126Q: 3 clusters Score -2.487689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180506 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -24876892.000000 Penalty: 6006.233398
	Iteration 127Q: 3 clusters Score -2.487689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180506 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -24876888.000000 Penalty: 6006.233398
	Iteration 128Q: 3 clusters Score -2.487689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180508 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -24876896.000000 Penalty: 6006.233398
	Iteration 129Q: 3 clusters Score -2.48769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180512 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -24876896.000000 Penalty: 6006.233398
	Iteration 130Q: 3 clusters Score -2.48769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180516 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -24876890.000000 Penalty: 6006.233398
	Iteration 131Q: 3 clusters Score -2.487689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180518 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -24876886.000000 Penalty: 6006.233398
	Iteration 132Q: 3 clusters Score -2.487689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180518 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -24876886.000000 Penalty: 6006.233398
	Iteration 133F: 3 clusters Score -2.487689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -76365.109375 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -76365.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -74743.812500 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -74743.81 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -75063.648438 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -75063.65 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75296.554688 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -75296.55 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -75713.273438 Penalty: 3205.662598
	Iteration 3F: 3 clusters Score -75713.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -76058.554688 Penalty: 3205.662598
	Iteration 4F: 3 clusters Score -76058.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -76154.781250 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -76154.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -76277.234375 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -76277.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -76372.296875 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -76372.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -76450.375000 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -76450.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -76534.906250 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -76534.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -76573.773438 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -76573.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -76581.351562 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -76581.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -76583.343750 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -76583.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -76584.484375 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -76584.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -76587.015625 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -76587.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -76587.015625 Penalty: 3205.662598
	Iteration 15F: 3 clusters Score -76587.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 166721 members 
Mstep: Class 3 contains 9305 members 
Mstep: Class 4 contains 163673 members 
Mstep: Class 5 contains 14444 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 161128 members 
Mstep: Class 10 contains 180 members 
Mstep: Class 11 contains 60661 members 
Mstep: Class 12 contains 12276 members 
Mstep: Class 13 contains 181560 members 
Mstep: Class 14 contains 461 members 
Mstep: Class 16 contains 38008 members 
Mstep: Class 17 contains 40542 members 
Entering Unmasked Estep 
Score: -116083968.000000 Penalty: 54213.273438
Splitting cluster 14 changes total score from -116085600.000000 to -116083968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (38008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Entering Unmasked Estep 
Score: -5287421.500000 Penalty: 2615.296875
	Iteration 0F: 2 clusters Score -5287422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -5261431.000000 Penalty: 5230.593750
	Iteration 0F: 3 clusters Score -5261431 nChanged 17476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -5270900.500000 Penalty: 5230.593750
	Iteration 1F: 3 clusters Score -5270900 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -5271373.500000 Penalty: 5230.593750
	Iteration 2Q: 3 clusters Score -5271374 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -5271784.000000 Penalty: 5230.593750
	Iteration 3Q: 3 clusters Score -5271784 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -5272246.500000 Penalty: 5230.593750
	Iteration 4Q: 3 clusters Score -5272246 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -5272801.000000 Penalty: 5230.593750
	Iteration 5Q: 3 clusters Score -5272801 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -5273426.500000 Penalty: 5230.593750
	Iteration 6Q: 3 clusters Score -5273426 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -5274059.500000 Penalty: 5230.593750
	Iteration 7Q: 3 clusters Score -5274060 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -5274965.500000 Penalty: 5230.593750
	Iteration 8Q: 3 clusters Score -5274966 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -5276113.000000 Penalty: 5230.593750
	Iteration 9F: 3 clusters Score -5276113 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -5277684.500000 Penalty: 5230.593750
	Iteration 10F: 3 clusters Score -5277684 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -5279445.000000 Penalty: 5230.593750
	Iteration 11F: 3 clusters Score -5279445 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -5281142.000000 Penalty: 5230.593750
	Iteration 12F: 3 clusters Score -5281142 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -5282235.500000 Penalty: 5230.593750
	Iteration 13Q: 3 clusters Score -5282236 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -5282817.500000 Penalty: 5230.593750
	Iteration 14Q: 3 clusters Score -5282818 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -5283237.500000 Penalty: 5230.593750
	Iteration 15Q: 3 clusters Score -5283238 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -5283512.000000 Penalty: 5230.593750
	Iteration 16Q: 3 clusters Score -5283512 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -5283759.500000 Penalty: 5230.593750
	Iteration 17Q: 3 clusters Score -5283760 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -5283936.000000 Penalty: 5230.593750
	Iteration 18Q: 3 clusters Score -5283936 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -5284079.000000 Penalty: 5230.593750
	Iteration 19Q: 3 clusters Score -5284079 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -5284207.500000 Penalty: 5230.593750
	Iteration 20F: 3 clusters Score -5284208 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -5284341.000000 Penalty: 5230.593750
	Iteration 21Q: 3 clusters Score -5284341 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -5284479.000000 Penalty: 5230.593750
	Iteration 22Q: 3 clusters Score -5284479 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -5284581.500000 Penalty: 5230.593750
	Iteration 23Q: 3 clusters Score -5284582 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -5284667.500000 Penalty: 5230.593750
	Iteration 24Q: 3 clusters Score -5284668 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -5284742.000000 Penalty: 5230.593750
	Iteration 25Q: 3 clusters Score -5284742 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -5284815.500000 Penalty: 5230.593750
	Iteration 26Q: 3 clusters Score -5284816 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -5284870.000000 Penalty: 5230.593750
	Iteration 27Q: 3 clusters Score -5284870 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -5284931.000000 Penalty: 5230.593750
	Iteration 28Q: 3 clusters Score -5284931 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -5285003.000000 Penalty: 5230.593750
	Iteration 29Q: 3 clusters Score -5285003 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -5285043.500000 Penalty: 5230.593750
	Iteration 30Q: 3 clusters Score -5285044 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -5285091.500000 Penalty: 5230.593750
	Iteration 31Q: 3 clusters Score -5285092 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -5285118.000000 Penalty: 5230.593750
	Iteration 32Q: 3 clusters Score -5285118 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -5285138.500000 Penalty: 5230.593750
	Iteration 33Q: 3 clusters Score -5285138 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -5285164.500000 Penalty: 5230.593750
	Iteration 34Q: 3 clusters Score -5285164 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -5285194.000000 Penalty: 5230.593750
	Iteration 35Q: 3 clusters Score -5285194 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -5285214.000000 Penalty: 5230.593750
	Iteration 36Q: 3 clusters Score -5285214 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5285232.500000 Penalty: 5230.593750
	Iteration 37Q: 3 clusters Score -5285232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -5285242.000000 Penalty: 5230.593750
	Iteration 38Q: 3 clusters Score -5285242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5285253.000000 Penalty: 5230.593750
	Iteration 39Q: 3 clusters Score -5285253 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -5285268.500000 Penalty: 5230.593750
	Iteration 40F: 3 clusters Score -5285268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5285278.500000 Penalty: 5230.593750
	Iteration 41Q: 3 clusters Score -5285278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5285273.500000 Penalty: 5230.593750
	Iteration 42Q: 3 clusters Score -5285274 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5285283.000000 Penalty: 5230.593750
	Iteration 43Q: 3 clusters Score -5285283 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5285288.500000 Penalty: 5230.593750
	Iteration 44Q: 3 clusters Score -5285288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5285310.000000 Penalty: 5230.593750
	Iteration 45Q: 3 clusters Score -5285310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5285303.500000 Penalty: 5230.593750
	Iteration 46Q: 3 clusters Score -5285304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5285318.500000 Penalty: 5230.593750
	Iteration 47Q: 3 clusters Score -5285318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5285328.000000 Penalty: 5230.593750
	Iteration 48Q: 3 clusters Score -5285328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5285323.000000 Penalty: 5230.593750
	Iteration 49Q: 3 clusters Score -5285323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5285325.000000 Penalty: 5230.593750
	Iteration 50Q: 3 clusters Score -5285325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5285320.000000 Penalty: 5230.593750
	Iteration 51Q: 3 clusters Score -5285320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5285323.000000 Penalty: 5230.593750
	Iteration 52Q: 3 clusters Score -5285323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5285317.500000 Penalty: 5230.593750
	Iteration 53Q: 3 clusters Score -5285318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5285324.000000 Penalty: 5230.593750
	Iteration 54Q: 3 clusters Score -5285324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5285322.500000 Penalty: 5230.593750
	Iteration 55Q: 3 clusters Score -5285322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -5285331.000000 Penalty: 5230.593750
	Iteration 56Q: 3 clusters Score -5285331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5285340.500000 Penalty: 5230.593750
	Iteration 57Q: 3 clusters Score -5285340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -5285335.000000 Penalty: 5230.593750
	Iteration 58Q: 3 clusters Score -5285335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5285347.500000 Penalty: 5230.593750
	Iteration 59Q: 3 clusters Score -5285348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5285347.500000 Penalty: 5230.593750
	Iteration 60F: 3 clusters Score -5285348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5285340.500000 Penalty: 5230.593750
	Iteration 61Q: 3 clusters Score -5285340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5285346.500000 Penalty: 5230.593750
	Iteration 62Q: 3 clusters Score -5285346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5285358.500000 Penalty: 5230.593750
	Iteration 63Q: 3 clusters Score -5285358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5285359.000000 Penalty: 5230.593750
	Iteration 64Q: 3 clusters Score -5285359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5285362.500000 Penalty: 5230.593750
	Iteration 65Q: 3 clusters Score -5285362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5285363.000000 Penalty: 5230.593750
	Iteration 66Q: 3 clusters Score -5285363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5285373.500000 Penalty: 5230.593750
	Iteration 67Q: 3 clusters Score -5285374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5285377.000000 Penalty: 5230.593750
	Iteration 68Q: 3 clusters Score -5285377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5285371.500000 Penalty: 5230.593750
	Iteration 69Q: 3 clusters Score -5285372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5285381.500000 Penalty: 5230.593750
	Iteration 70Q: 3 clusters Score -5285382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5285389.000000 Penalty: 5230.593750
	Iteration 71Q: 3 clusters Score -5285389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5285393.000000 Penalty: 5230.593750
	Iteration 72Q: 3 clusters Score -5285393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5285399.500000 Penalty: 5230.593750
	Iteration 73Q: 3 clusters Score -5285400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5285398.500000 Penalty: 5230.593750
	Iteration 74Q: 3 clusters Score -5285398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5285405.500000 Penalty: 5230.593750
	Iteration 75Q: 3 clusters Score -5285406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5285419.000000 Penalty: 5230.593750
	Iteration 76Q: 3 clusters Score -5285419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5285433.000000 Penalty: 5230.593750
	Iteration 77Q: 3 clusters Score -5285433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5285435.000000 Penalty: 5230.593750
	Iteration 78Q: 3 clusters Score -5285435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5285439.000000 Penalty: 5230.593750
	Iteration 79Q: 3 clusters Score -5285439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5285438.500000 Penalty: 5230.593750
	Iteration 80F: 3 clusters Score -5285438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5285446.500000 Penalty: 5230.593750
	Iteration 81Q: 3 clusters Score -5285446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5285442.000000 Penalty: 5230.593750
	Iteration 82Q: 3 clusters Score -5285442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5285445.500000 Penalty: 5230.593750
	Iteration 83Q: 3 clusters Score -5285446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -5285443.500000 Penalty: 5230.593750
	Iteration 84Q: 3 clusters Score -5285444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5285448.000000 Penalty: 5230.593750
	Iteration 85Q: 3 clusters Score -5285448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5285448.500000 Penalty: 5230.593750
	Iteration 86Q: 3 clusters Score -5285448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5285456.000000 Penalty: 5230.593750
	Iteration 87Q: 3 clusters Score -5285456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5285453.000000 Penalty: 5230.593750
	Iteration 88Q: 3 clusters Score -5285453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5285459.500000 Penalty: 5230.593750
	Iteration 89Q: 3 clusters Score -5285460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5285461.000000 Penalty: 5230.593750
	Iteration 90Q: 3 clusters Score -5285461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5285463.000000 Penalty: 5230.593750
	Iteration 91Q: 3 clusters Score -5285463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5285463.000000 Penalty: 5230.593750
	Iteration 92F: 3 clusters Score -5285463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Entering Unmasked Estep 
Score: -5476431.000000 Penalty: 2631.303223
	Iteration 0F: 2 clusters Score -5476431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -5448967.000000 Penalty: 5262.606445
	Iteration 0F: 3 clusters Score -5448967 nChanged 18534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -5459008.000000 Penalty: 5262.606445
	Iteration 1F: 3 clusters Score -5459008 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -5459517.000000 Penalty: 5262.606445
	Iteration 2Q: 3 clusters Score -5459517 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -5460095.500000 Penalty: 5262.606445
	Iteration 3Q: 3 clusters Score -5460096 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -5460737.500000 Penalty: 5262.606445
	Iteration 4Q: 3 clusters Score -5460738 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -5461672.000000 Penalty: 5262.606445
	Iteration 5Q: 3 clusters Score -5461672 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -5463089.000000 Penalty: 5262.606445
	Iteration 6F: 3 clusters Score -5463089 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -5465186.500000 Penalty: 5262.606445
	Iteration 7F: 3 clusters Score -5465186 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -5467899.000000 Penalty: 5262.606445
	Iteration 8F: 3 clusters Score -5467899 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -5470635.000000 Penalty: 5262.606445
	Iteration 9F: 3 clusters Score -5470635 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5472639.000000 Penalty: 5262.606445
	Iteration 10Q: 3 clusters Score -5472639 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5473564.500000 Penalty: 5262.606445
	Iteration 11Q: 3 clusters Score -5473564 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5473905.000000 Penalty: 5262.606445
	Iteration 12Q: 3 clusters Score -5473905 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5474059.500000 Penalty: 5262.606445
	Iteration 13Q: 3 clusters Score -5474060 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5474122.000000 Penalty: 5262.606445
	Iteration 14Q: 3 clusters Score -5474122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5474143.000000 Penalty: 5262.606445
	Iteration 15Q: 3 clusters Score -5474143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5474163.000000 Penalty: 5262.606445
	Iteration 16Q: 3 clusters Score -5474163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5474172.500000 Penalty: 5262.606445
	Iteration 17Q: 3 clusters Score -5474172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5474182.500000 Penalty: 5262.606445
	Iteration 18Q: 3 clusters Score -5474182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5474189.000000 Penalty: 5262.606445
	Iteration 19Q: 3 clusters Score -5474189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5474189.000000 Penalty: 5262.606445
	Iteration 20F: 3 clusters Score -5474189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5474192.000000 Penalty: 5262.606445
	Iteration 21Q: 3 clusters Score -5474192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5474192.000000 Penalty: 5262.606445
	Iteration 22F: 3 clusters Score -5474192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 166721 members 
Mstep: Class 3 contains 9305 members 
Mstep: Class 4 contains 163673 members 
Mstep: Class 5 contains 14444 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 161128 members 
Mstep: Class 11 contains 60661 members 
Mstep: Class 12 contains 12276 members 
Mstep: Class 13 contains 181560 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 38008 members 
Mstep: Class 17 contains 40542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085584.000000 Penalty: 50824.945312
Iteration 199Q: 16 clusters Score -1.160856e+08 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 166940 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 164019 members 
Mstep: Class 5 contains 14448 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6620 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 161314 members 
Mstep: Class 11 contains 59827 members 
Mstep: Class 12 contains 12266 members 
Mstep: Class 13 contains 181571 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 38102 members 
Mstep: Class 17 contains 40537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085592.000000 Penalty: 50824.945312
Iteration 200F: 16 clusters Score -1.160856e+08 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 167195 members 
Mstep: Class 3 contains 9286 members 
Mstep: Class 4 contains 164370 members 
Mstep: Class 5 contains 14450 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6620 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 161469 members 
Mstep: Class 11 contains 59013 members 
Mstep: Class 12 contains 12248 members 
Mstep: Class 13 contains 181560 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 38203 members 
Mstep: Class 17 contains 40521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085624.000000 Penalty: 50824.945312
Iteration 201Q: 16 clusters Score -1.160856e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 167498 members 
Mstep: Class 3 contains 9275 members 
Mstep: Class 4 contains 164634 members 
Mstep: Class 5 contains 14456 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6625 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 161612 members 
Mstep: Class 11 contains 58247 members 
Mstep: Class 12 contains 12251 members 
Mstep: Class 13 contains 181556 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 38278 members 
Mstep: Class 17 contains 40503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085640.000000 Penalty: 50824.945312
Iteration 202Q: 16 clusters Score -1.160856e+08 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 167859 members 
Mstep: Class 3 contains 9263 members 
Mstep: Class 4 contains 164845 members 
Mstep: Class 5 contains 14457 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6630 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 161779 members 
Mstep: Class 11 contains 57466 members 
Mstep: Class 12 contains 12232 members 
Mstep: Class 13 contains 181552 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 38358 members 
Mstep: Class 17 contains 40494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085808.000000 Penalty: 50824.945312
Iteration 203Q: 16 clusters Score -1.160858e+08 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 168227 members 
Mstep: Class 3 contains 9256 members 
Mstep: Class 4 contains 165039 members 
Mstep: Class 5 contains 14450 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6633 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 161963 members 
Mstep: Class 11 contains 56706 members 
Mstep: Class 12 contains 12208 members 
Mstep: Class 13 contains 181534 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 38433 members 
Mstep: Class 17 contains 40485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085720.000000 Penalty: 50824.945312
Iteration 204Q: 16 clusters Score -1.160857e+08 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 168606 members 
Mstep: Class 3 contains 9247 members 
Mstep: Class 4 contains 165176 members 
Mstep: Class 5 contains 14437 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6639 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 162158 members 
Mstep: Class 11 contains 55955 members 
Mstep: Class 12 contains 12188 members 
Mstep: Class 13 contains 181549 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 38498 members 
Mstep: Class 17 contains 40481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085536.000000 Penalty: 50824.945312
Iteration 205Q: 16 clusters Score -1.160855e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 168965 members 
Mstep: Class 3 contains 9237 members 
Mstep: Class 4 contains 165313 members 
Mstep: Class 5 contains 14432 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6640 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 162320 members 
Mstep: Class 11 contains 55237 members 
Mstep: Class 12 contains 12176 members 
Mstep: Class 13 contains 181564 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 38575 members 
Mstep: Class 17 contains 40475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085424.000000 Penalty: 50824.945312
Iteration 206Q: 16 clusters Score -1.160854e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 169360 members 
Mstep: Class 3 contains 9229 members 
Mstep: Class 4 contains 165418 members 
Mstep: Class 5 contains 14430 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6637 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 162475 members 
Mstep: Class 11 contains 54574 members 
Mstep: Class 12 contains 12163 members 
Mstep: Class 13 contains 181547 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 38628 members 
Mstep: Class 17 contains 40473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085296.000000 Penalty: 50824.945312
Iteration 207Q: 16 clusters Score -1.160853e+08 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 169717 members 
Mstep: Class 3 contains 9222 members 
Mstep: Class 4 contains 165516 members 
Mstep: Class 5 contains 14421 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6640 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 162620 members 
Mstep: Class 11 contains 53930 members 
Mstep: Class 12 contains 12157 members 
Mstep: Class 13 contains 181569 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 38682 members 
Mstep: Class 17 contains 40460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085136.000000 Penalty: 50824.945312
Iteration 208Q: 16 clusters Score -1.160851e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 170069 members 
Mstep: Class 3 contains 9216 members 
Mstep: Class 4 contains 165586 members 
Mstep: Class 5 contains 14412 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6643 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 162787 members 
Mstep: Class 11 contains 53332 members 
Mstep: Class 12 contains 12148 members 
Mstep: Class 13 contains 181588 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 38709 members 
Mstep: Class 17 contains 40444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085072.000000 Penalty: 50824.945312
Iteration 209Q: 16 clusters Score -1.160851e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 170419 members 
Mstep: Class 3 contains 9209 members 
Mstep: Class 4 contains 165633 members 
Mstep: Class 5 contains 14410 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6641 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 162922 members 
Mstep: Class 11 contains 52781 members 
Mstep: Class 12 contains 12146 members 
Mstep: Class 13 contains 181587 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 38742 members 
Mstep: Class 17 contains 40444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084944.000000 Penalty: 50824.945312
Iteration 210Q: 16 clusters Score -1.160849e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 170726 members 
Mstep: Class 3 contains 9206 members 
Mstep: Class 4 contains 165671 members 
Mstep: Class 5 contains 14403 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6643 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 163112 members 
Mstep: Class 11 contains 52229 members 
Mstep: Class 12 contains 12133 members 
Mstep: Class 13 contains 181604 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 38771 members 
Mstep: Class 17 contains 40436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084896.000000 Penalty: 50824.945312
Iteration 211Q: 16 clusters Score -1.160849e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 171008 members 
Mstep: Class 3 contains 9203 members 
Mstep: Class 4 contains 165727 members 
Mstep: Class 5 contains 14397 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6639 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 163315 members 
Mstep: Class 11 contains 51680 members 
Mstep: Class 12 contains 12119 members 
Mstep: Class 13 contains 181596 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 38805 members 
Mstep: Class 17 contains 40445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084912.000000 Penalty: 50824.945312
Iteration 212Q: 16 clusters Score -1.160849e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 171285 members 
Mstep: Class 3 contains 9199 members 
Mstep: Class 4 contains 165805 members 
Mstep: Class 5 contains 14385 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6638 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 163496 members 
Mstep: Class 11 contains 51121 members 
Mstep: Class 12 contains 12099 members 
Mstep: Class 13 contains 181606 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 38850 members 
Mstep: Class 17 contains 40450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084840.000000 Penalty: 50824.945312
Iteration 213Q: 16 clusters Score -1.160848e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 171564 members 
Mstep: Class 3 contains 9194 members 
Mstep: Class 4 contains 165889 members 
Mstep: Class 5 contains 14377 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6637 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 163681 members 
Mstep: Class 11 contains 50539 members 
Mstep: Class 12 contains 12082 members 
Mstep: Class 13 contains 181632 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 38891 members 
Mstep: Class 17 contains 40448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084792.000000 Penalty: 50824.945312
Iteration 214Q: 16 clusters Score -1.160848e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 171827 members 
Mstep: Class 3 contains 9186 members 
Mstep: Class 4 contains 165994 members 
Mstep: Class 5 contains 14367 members 
Mstep: Class 6 contains 1183 members 
Mstep: Class 7 contains 6637 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 163874 members 
Mstep: Class 11 contains 49969 members 
Mstep: Class 12 contains 12059 members 
Mstep: Class 13 contains 181637 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 38928 members 
Mstep: Class 17 contains 40455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084752.000000 Penalty: 50824.945312
Iteration 215Q: 16 clusters Score -1.160848e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 172074 members 
Mstep: Class 3 contains 9179 members 
Mstep: Class 4 contains 166141 members 
Mstep: Class 5 contains 14365 members 
Mstep: Class 6 contains 1183 members 
Mstep: Class 7 contains 6637 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 164037 members 
Mstep: Class 11 contains 49399 members 
Mstep: Class 12 contains 12038 members 
Mstep: Class 13 contains 181642 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 38962 members 
Mstep: Class 17 contains 40459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084744.000000 Penalty: 50824.945312
Iteration 216Q: 16 clusters Score -1.160847e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 172304 members 
Mstep: Class 3 contains 9173 members 
Mstep: Class 4 contains 166279 members 
Mstep: Class 5 contains 14363 members 
Mstep: Class 6 contains 1183 members 
Mstep: Class 7 contains 6633 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 164180 members 
Mstep: Class 11 contains 48873 members 
Mstep: Class 12 contains 12022 members 
Mstep: Class 13 contains 181662 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 38988 members 
Mstep: Class 17 contains 40456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084768.000000 Penalty: 50824.945312
Iteration 217Q: 16 clusters Score -1.160848e+08 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 172525 members 
Mstep: Class 3 contains 9166 members 
Mstep: Class 4 contains 166398 members 
Mstep: Class 5 contains 14356 members 
Mstep: Class 6 contains 1183 members 
Mstep: Class 7 contains 6625 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 164315 members 
Mstep: Class 11 contains 48376 members 
Mstep: Class 12 contains 12013 members 
Mstep: Class 13 contains 181676 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 39029 members 
Mstep: Class 17 contains 40454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084848.000000 Penalty: 50824.945312
Iteration 218Q: 16 clusters Score -1.160848e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 172737 members 
Mstep: Class 3 contains 9158 members 
Mstep: Class 4 contains 166559 members 
Mstep: Class 5 contains 14348 members 
Mstep: Class 6 contains 1183 members 
Mstep: Class 7 contains 6622 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 164390 members 
Mstep: Class 11 contains 47909 members 
Mstep: Class 12 contains 12004 members 
Mstep: Class 13 contains 181675 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 39074 members 
Mstep: Class 17 contains 40458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084832.000000 Penalty: 50824.945312
Iteration 219Q: 16 clusters Score -1.160848e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 172914 members 
Mstep: Class 3 contains 9150 members 
Mstep: Class 4 contains 166732 members 
Mstep: Class 5 contains 14344 members 
Mstep: Class 6 contains 1183 members 
Mstep: Class 7 contains 6620 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 164483 members 
Mstep: Class 11 contains 47414 members 
Mstep: Class 12 contains 11997 members 
Mstep: Class 13 contains 181705 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 39120 members 
Mstep: Class 17 contains 40455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084824.000000 Penalty: 50824.945312
Iteration 220F: 16 clusters Score -1.160848e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 173096 members 
Mstep: Class 3 contains 9144 members 
Mstep: Class 4 contains 166913 members 
Mstep: Class 5 contains 14329 members 
Mstep: Class 6 contains 1183 members 
Mstep: Class 7 contains 6615 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164604 members 
Mstep: Class 11 contains 46912 members 
Mstep: Class 12 contains 11979 members 
Mstep: Class 13 contains 181760 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 39138 members 
Mstep: Class 17 contains 40443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084784.000000 Penalty: 50824.945312
Iteration 221Q: 16 clusters Score -1.160848e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 173233 members 
Mstep: Class 3 contains 9134 members 
Mstep: Class 4 contains 167125 members 
Mstep: Class 5 contains 14321 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6611 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164728 members 
Mstep: Class 11 contains 46419 members 
Mstep: Class 12 contains 11967 members 
Mstep: Class 13 contains 181791 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 39161 members 
Mstep: Class 17 contains 40444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084816.000000 Penalty: 50824.945312
Iteration 222Q: 16 clusters Score -1.160848e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 173426 members 
Mstep: Class 3 contains 9129 members 
Mstep: Class 4 contains 167352 members 
Mstep: Class 5 contains 14322 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 6608 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 164844 members 
Mstep: Class 11 contains 45856 members 
Mstep: Class 12 contains 11953 members 
Mstep: Class 13 contains 181827 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 39183 members 
Mstep: Class 17 contains 40436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084720.000000 Penalty: 50824.945312
Iteration 223Q: 16 clusters Score -1.160847e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 173565 members 
Mstep: Class 3 contains 9121 members 
Mstep: Class 4 contains 167607 members 
Mstep: Class 5 contains 14321 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6601 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 164938 members 
Mstep: Class 11 contains 45319 members 
Mstep: Class 12 contains 11946 members 
Mstep: Class 13 contains 181856 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 39227 members 
Mstep: Class 17 contains 40436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084824.000000 Penalty: 50824.945312
Iteration 224Q: 16 clusters Score -1.160848e+08 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 173686 members 
Mstep: Class 3 contains 9114 members 
Mstep: Class 4 contains 167904 members 
Mstep: Class 5 contains 14318 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6604 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 165019 members 
Mstep: Class 11 contains 44755 members 
Mstep: Class 12 contains 11933 members 
Mstep: Class 13 contains 181902 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 39270 members 
Mstep: Class 17 contains 40432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084536.000000 Penalty: 50824.945312
Iteration 225Q: 16 clusters Score -1.160845e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 173837 members 
Mstep: Class 3 contains 9108 members 
Mstep: Class 4 contains 168218 members 
Mstep: Class 5 contains 14304 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 6609 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 165121 members 
Mstep: Class 11 contains 44168 members 
Mstep: Class 12 contains 11916 members 
Mstep: Class 13 contains 181935 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 39295 members 
Mstep: Class 17 contains 40426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084344.000000 Penalty: 50824.945312
Iteration 226Q: 16 clusters Score -1.160843e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 173990 members 
Mstep: Class 3 contains 9100 members 
Mstep: Class 4 contains 168567 members 
Mstep: Class 5 contains 14294 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 6606 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 165206 members 
Mstep: Class 11 contains 43550 members 
Mstep: Class 12 contains 11903 members 
Mstep: Class 13 contains 181976 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 39327 members 
Mstep: Class 17 contains 40418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084104.000000 Penalty: 50824.945312
Iteration 227Q: 16 clusters Score -1.160841e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 174132 members 
Mstep: Class 3 contains 9092 members 
Mstep: Class 4 contains 168980 members 
Mstep: Class 5 contains 14285 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 6597 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 165249 members 
Mstep: Class 11 contains 42924 members 
Mstep: Class 12 contains 11898 members 
Mstep: Class 13 contains 182024 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 16 contains 39347 members 
Mstep: Class 17 contains 40408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084072.000000 Penalty: 50824.945312
Iteration 228Q: 16 clusters Score -1.160841e+08 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 174246 members 
Mstep: Class 3 contains 9085 members 
Mstep: Class 4 contains 169396 members 
Mstep: Class 5 contains 14272 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 6590 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 165303 members 
Mstep: Class 11 contains 42321 members 
Mstep: Class 12 contains 11888 members 
Mstep: Class 13 contains 182078 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 39356 members 
Mstep: Class 17 contains 40402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084088.000000 Penalty: 50824.945312
Iteration 229Q: 16 clusters Score -1.160841e+08 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 174412 members 
Mstep: Class 3 contains 9077 members 
Mstep: Class 4 contains 169829 members 
Mstep: Class 5 contains 14257 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 6588 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 165348 members 
Mstep: Class 11 contains 41669 members 
Mstep: Class 12 contains 11880 members 
Mstep: Class 13 contains 182097 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 39376 members 
Mstep: Class 17 contains 40404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083968.000000 Penalty: 50824.945312
Iteration 230Q: 16 clusters Score -1.16084e+08 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 174587 members 
Mstep: Class 3 contains 9071 members 
Mstep: Class 4 contains 170275 members 
Mstep: Class 5 contains 14249 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 6583 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 165376 members 
Mstep: Class 11 contains 40996 members 
Mstep: Class 12 contains 11876 members 
Mstep: Class 13 contains 182114 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 39414 members 
Mstep: Class 17 contains 40396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084120.000000 Penalty: 50824.945312
Iteration 231Q: 16 clusters Score -1.160841e+08 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 174766 members 
Mstep: Class 3 contains 9061 members 
Mstep: Class 4 contains 170710 members 
Mstep: Class 5 contains 14243 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6577 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 165383 members 
Mstep: Class 11 contains 40347 members 
Mstep: Class 12 contains 11870 members 
Mstep: Class 13 contains 182112 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 39467 members 
Mstep: Class 17 contains 40401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084392.000000 Penalty: 50824.945312
Iteration 232Q: 16 clusters Score -1.160844e+08 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 174901 members 
Mstep: Class 3 contains 9051 members 
Mstep: Class 4 contains 171123 members 
Mstep: Class 5 contains 14230 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6578 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 165358 members 
Mstep: Class 11 contains 39729 members 
Mstep: Class 12 contains 11863 members 
Mstep: Class 13 contains 182173 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 39529 members 
Mstep: Class 17 contains 40401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084672.000000 Penalty: 50824.945312
Iteration 233Q: 16 clusters Score -1.160847e+08 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 175023 members 
Mstep: Class 3 contains 9042 members 
Mstep: Class 4 contains 171581 members 
Mstep: Class 5 contains 14211 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6577 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 165317 members 
Mstep: Class 11 contains 39135 members 
Mstep: Class 12 contains 11857 members 
Mstep: Class 13 contains 182209 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 39594 members 
Mstep: Class 17 contains 40390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084888.000000 Penalty: 50824.945312
Iteration 234Q: 16 clusters Score -1.160849e+08 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 175108 members 
Mstep: Class 3 contains 9032 members 
Mstep: Class 4 contains 172087 members 
Mstep: Class 5 contains 14202 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6577 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 165261 members 
Mstep: Class 11 contains 38547 members 
Mstep: Class 12 contains 11845 members 
Mstep: Class 13 contains 182220 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 39662 members 
Mstep: Class 17 contains 40395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084952.000000 Penalty: 50824.945312
Iteration 235Q: 16 clusters Score -1.16085e+08 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 175175 members 
Mstep: Class 3 contains 9020 members 
Mstep: Class 4 contains 172564 members 
Mstep: Class 5 contains 14187 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 6577 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 165188 members 
Mstep: Class 11 contains 38046 members 
Mstep: Class 12 contains 11830 members 
Mstep: Class 13 contains 182216 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 39731 members 
Mstep: Class 17 contains 40401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085152.000000 Penalty: 50824.945312
Iteration 236Q: 16 clusters Score -1.160852e+08 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175304 members 
Mstep: Class 3 contains 9011 members 
Mstep: Class 4 contains 172959 members 
Mstep: Class 5 contains 14163 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 6580 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 165098 members 
Mstep: Class 11 contains 37602 members 
Mstep: Class 12 contains 11819 members 
Mstep: Class 13 contains 182212 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 39789 members 
Mstep: Class 17 contains 40400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085584.000000 Penalty: 50824.945312
Iteration 237Q: 16 clusters Score -1.160856e+08 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175378 members 
Mstep: Class 3 contains 8997 members 
Mstep: Class 4 contains 173380 members 
Mstep: Class 5 contains 14161 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 6588 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 164958 members 
Mstep: Class 11 contains 37236 members 
Mstep: Class 12 contains 11819 members 
Mstep: Class 13 contains 182189 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 39829 members 
Mstep: Class 17 contains 40403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085880.000000 Penalty: 50824.945312
Iteration 238Q: 16 clusters Score -1.160859e+08 nChanged 2535
Entering ConstructFrom: 
Score: -116085880.000000 Penalty: 50824.945312
Entering ConstructFrom: 
Trying to split cluster 1 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
Score: -120473.929688 Penalty: 1698.568481
	Iteration 0F: 2 clusters Score -120473.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -118504.828125 Penalty: 3397.136963
	Iteration 0F: 3 clusters Score -118504.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -118776.960938 Penalty: 3397.136963
	Iteration 1F: 3 clusters Score -118777 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -118867.921875 Penalty: 3397.136963
	Iteration 2F: 3 clusters Score -118867.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -118922.359375 Penalty: 3397.136963
	Iteration 3Q: 3 clusters Score -118922.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -118946.398438 Penalty: 3397.136963
	Iteration 4Q: 3 clusters Score -118946.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -118978.984375 Penalty: 3397.136963
	Iteration 5Q: 3 clusters Score -118979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -119006.867188 Penalty: 3397.136963
	Iteration 6Q: 3 clusters Score -119006.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -119030.765625 Penalty: 3397.136963
	Iteration 7Q: 3 clusters Score -119030.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -119045.703125 Penalty: 3397.136963
	Iteration 8Q: 3 clusters Score -119045.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -119059.054688 Penalty: 3397.136963
	Iteration 9Q: 3 clusters Score -119059.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -119073.500000 Penalty: 3397.136963
	Iteration 10Q: 3 clusters Score -119073.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -119086.539062 Penalty: 3397.136963
	Iteration 11Q: 3 clusters Score -119086.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -119097.718750 Penalty: 3397.136963
	Iteration 12Q: 3 clusters Score -119097.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -119108.460938 Penalty: 3397.136963
	Iteration 13Q: 3 clusters Score -119108.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -119119.929688 Penalty: 3397.136963
	Iteration 14Q: 3 clusters Score -119119.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -119130.664062 Penalty: 3397.136963
	Iteration 15Q: 3 clusters Score -119130.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -119134.406250 Penalty: 3397.136963
	Iteration 16Q: 3 clusters Score -119134.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -119138.257812 Penalty: 3397.136963
	Iteration 17Q: 3 clusters Score -119138.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -119139.789062 Penalty: 3397.136963
	Iteration 18Q: 3 clusters Score -119139.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -119141.789062 Penalty: 3397.136963
	Iteration 19Q: 3 clusters Score -119141.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -119150.484375 Penalty: 3397.136963
	Iteration 20F: 3 clusters Score -119150.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -119163.070312 Penalty: 3397.136963
	Iteration 21Q: 3 clusters Score -119163.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -119180.968750 Penalty: 3397.136963
	Iteration 22Q: 3 clusters Score -119181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -119206.195312 Penalty: 3397.136963
	Iteration 23Q: 3 clusters Score -119206.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -119225.406250 Penalty: 3397.136963
	Iteration 24Q: 3 clusters Score -119225.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -119266.796875 Penalty: 3397.136963
	Iteration 25Q: 3 clusters Score -119266.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -119314.867188 Penalty: 3397.136963
	Iteration 26Q: 3 clusters Score -119314.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -119338.703125 Penalty: 3397.136963
	Iteration 27Q: 3 clusters Score -119338.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -119345.421875 Penalty: 3397.136963
	Iteration 28Q: 3 clusters Score -119345.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -119354.015625 Penalty: 3397.136963
	Iteration 29Q: 3 clusters Score -119354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -119362.804688 Penalty: 3397.136963
	Iteration 30Q: 3 clusters Score -119362.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -119373.492188 Penalty: 3397.136963
	Iteration 31Q: 3 clusters Score -119373.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -119389.437500 Penalty: 3397.136963
	Iteration 32Q: 3 clusters Score -119389.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -119405.726562 Penalty: 3397.136963
	Iteration 33Q: 3 clusters Score -119405.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -119420.414062 Penalty: 3397.136963
	Iteration 34Q: 3 clusters Score -119420.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -119446.343750 Penalty: 3397.136963
	Iteration 35Q: 3 clusters Score -119446.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -119466.023438 Penalty: 3397.136963
	Iteration 36Q: 3 clusters Score -119466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -119482.234375 Penalty: 3397.136963
	Iteration 37Q: 3 clusters Score -119482.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -119498.843750 Penalty: 3397.136963
	Iteration 38Q: 3 clusters Score -119498.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -119515.460938 Penalty: 3397.136963
	Iteration 39Q: 3 clusters Score -119515.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -119527.804688 Penalty: 3397.136963
	Iteration 40F: 3 clusters Score -119527.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -119543.507812 Penalty: 3397.136963
	Iteration 41Q: 3 clusters Score -119543.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -119563.695312 Penalty: 3397.136963
	Iteration 42Q: 3 clusters Score -119563.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -119569.695312 Penalty: 3397.136963
	Iteration 43Q: 3 clusters Score -119569.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -119571.414062 Penalty: 3397.136963
	Iteration 44Q: 3 clusters Score -119571.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -119573.187500 Penalty: 3397.136963
	Iteration 45Q: 3 clusters Score -119573.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -119577.789062 Penalty: 3397.136963
	Iteration 46Q: 3 clusters Score -119577.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -119583.617188 Penalty: 3397.136963
	Iteration 47Q: 3 clusters Score -119583.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -119589.460938 Penalty: 3397.136963
	Iteration 48Q: 3 clusters Score -119589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -119593.937500 Penalty: 3397.136963
	Iteration 49Q: 3 clusters Score -119593.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -119597.007812 Penalty: 3397.136963
	Iteration 50Q: 3 clusters Score -119597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -119597.007812 Penalty: 3397.136963
	Iteration 51F: 3 clusters Score -119597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (175433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175433 members 
Entering Unmasked Estep 
Score: -24091850.000000 Penalty: 2994.603027
	Iteration 0F: 2 clusters Score -2.409185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87556 members 
Mstep: Class 2 contains 87877 members 
Entering Unmasked Estep 
Score: -23977134.000000 Penalty: 5989.206055
	Iteration 0F: 3 clusters Score -2.397713e+07 nChanged 83954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84820 members 
Mstep: Class 2 contains 90613 members 
Entering Unmasked Estep 
Score: -24025988.000000 Penalty: 5989.206055
	Iteration 1F: 3 clusters Score -2.402599e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83435 members 
Mstep: Class 2 contains 91998 members 
Entering Unmasked Estep 
Score: -24027212.000000 Penalty: 5989.206055
	Iteration 2Q: 3 clusters Score -2.402721e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81414 members 
Mstep: Class 2 contains 94019 members 
Entering Unmasked Estep 
Score: -24029376.000000 Penalty: 5989.206055
	Iteration 3Q: 3 clusters Score -2.402938e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78581 members 
Mstep: Class 2 contains 96852 members 
Entering Unmasked Estep 
Score: -24032494.000000 Penalty: 5989.206055
	Iteration 4Q: 3 clusters Score -2.403249e+07 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74750 members 
Mstep: Class 2 contains 100683 members 
Entering Unmasked Estep 
Score: -24037156.000000 Penalty: 5989.206055
	Iteration 5Q: 3 clusters Score -2.403716e+07 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69867 members 
Mstep: Class 2 contains 105566 members 
Entering Unmasked Estep 
Score: -24044140.000000 Penalty: 5989.206055
	Iteration 6F: 3 clusters Score -2.404414e+07 nChanged 11236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 110968 members 
Entering Unmasked Estep 
Score: -24052850.000000 Penalty: 5989.206055
	Iteration 7F: 3 clusters Score -2.405285e+07 nChanged 11224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 115862 members 
Entering Unmasked Estep 
Score: -24061056.000000 Penalty: 5989.206055
	Iteration 8F: 3 clusters Score -2.406106e+07 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 119720 members 
Entering Unmasked Estep 
Score: -24066934.000000 Penalty: 5989.206055
	Iteration 9F: 3 clusters Score -2.406693e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52757 members 
Mstep: Class 2 contains 122676 members 
Entering Unmasked Estep 
Score: -24069994.000000 Penalty: 5989.206055
	Iteration 10Q: 3 clusters Score -2.406999e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 125453 members 
Entering Unmasked Estep 
Score: -24071852.000000 Penalty: 5989.206055
	Iteration 11Q: 3 clusters Score -2.407185e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 128173 members 
Entering Unmasked Estep 
Score: -24072818.000000 Penalty: 5989.206055
	Iteration 12Q: 3 clusters Score -2.407282e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 130890 members 
Entering Unmasked Estep 
Score: -24073646.000000 Penalty: 5989.206055
	Iteration 13Q: 3 clusters Score -2.407365e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 133641 members 
Entering Unmasked Estep 
Score: -24074800.000000 Penalty: 5989.206055
	Iteration 14Q: 3 clusters Score -2.40748e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 136403 members 
Entering Unmasked Estep 
Score: -24075662.000000 Penalty: 5989.206055
	Iteration 15Q: 3 clusters Score -2.407566e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 139173 members 
Entering Unmasked Estep 
Score: -24076590.000000 Penalty: 5989.206055
	Iteration 16Q: 3 clusters Score -2.407659e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 141934 members 
Entering Unmasked Estep 
Score: -24077436.000000 Penalty: 5989.206055
	Iteration 17Q: 3 clusters Score -2.407744e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 144746 members 
Entering Unmasked Estep 
Score: -24078436.000000 Penalty: 5989.206055
	Iteration 18Q: 3 clusters Score -2.407844e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 147439 members 
Entering Unmasked Estep 
Score: -24079444.000000 Penalty: 5989.206055
	Iteration 19Q: 3 clusters Score -2.407944e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 150000 members 
Entering Unmasked Estep 
Score: -24080382.000000 Penalty: 5989.206055
	Iteration 20F: 3 clusters Score -2.408038e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 152406 members 
Entering Unmasked Estep 
Score: -24081292.000000 Penalty: 5989.206055
	Iteration 21Q: 3 clusters Score -2.408129e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 154737 members 
Entering Unmasked Estep 
Score: -24081982.000000 Penalty: 5989.206055
	Iteration 22Q: 3 clusters Score -2.408198e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 156949 members 
Entering Unmasked Estep 
Score: -24082874.000000 Penalty: 5989.206055
	Iteration 23Q: 3 clusters Score -2.408287e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 159033 members 
Entering Unmasked Estep 
Score: -24083664.000000 Penalty: 5989.206055
	Iteration 24Q: 3 clusters Score -2.408366e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 161003 members 
Entering Unmasked Estep 
Score: -24084502.000000 Penalty: 5989.206055
	Iteration 25Q: 3 clusters Score -2.40845e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 162693 members 
Entering Unmasked Estep 
Score: -24085264.000000 Penalty: 5989.206055
	Iteration 26Q: 3 clusters Score -2.408526e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 164221 members 
Entering Unmasked Estep 
Score: -24085944.000000 Penalty: 5989.206055
	Iteration 27Q: 3 clusters Score -2.408594e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 165550 members 
Entering Unmasked Estep 
Score: -24086462.000000 Penalty: 5989.206055
	Iteration 28Q: 3 clusters Score -2.408646e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 166765 members 
Entering Unmasked Estep 
Score: -24087010.000000 Penalty: 5989.206055
	Iteration 29Q: 3 clusters Score -2.408701e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 167843 members 
Entering Unmasked Estep 
Score: -24087440.000000 Penalty: 5989.206055
	Iteration 30Q: 3 clusters Score -2.408744e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 168756 members 
Entering Unmasked Estep 
Score: -24087864.000000 Penalty: 5989.206055
	Iteration 31Q: 3 clusters Score -2.408786e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 169525 members 
Entering Unmasked Estep 
Score: -24088154.000000 Penalty: 5989.206055
	Iteration 32Q: 3 clusters Score -2.408815e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 170196 members 
Entering Unmasked Estep 
Score: -24088354.000000 Penalty: 5989.206055
	Iteration 33Q: 3 clusters Score -2.408835e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 170734 members 
Entering Unmasked Estep 
Score: -24088578.000000 Penalty: 5989.206055
	Iteration 34Q: 3 clusters Score -2.408858e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 171151 members 
Entering Unmasked Estep 
Score: -24088698.000000 Penalty: 5989.206055
	Iteration 35Q: 3 clusters Score -2.40887e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 171503 members 
Entering Unmasked Estep 
Score: -24088740.000000 Penalty: 5989.206055
	Iteration 36Q: 3 clusters Score -2.408874e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 171776 members 
Entering Unmasked Estep 
Score: -24088844.000000 Penalty: 5989.206055
	Iteration 37Q: 3 clusters Score -2.408884e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 171994 members 
Entering Unmasked Estep 
Score: -24088924.000000 Penalty: 5989.206055
	Iteration 38Q: 3 clusters Score -2.408892e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 172192 members 
Entering Unmasked Estep 
Score: -24088986.000000 Penalty: 5989.206055
	Iteration 39Q: 3 clusters Score -2.408899e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 172358 members 
Entering Unmasked Estep 
Score: -24089120.000000 Penalty: 5989.206055
	Iteration 40F: 3 clusters Score -2.408912e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 172515 members 
Entering Unmasked Estep 
Score: -24089170.000000 Penalty: 5989.206055
	Iteration 41Q: 3 clusters Score -2.408917e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 172658 members 
Entering Unmasked Estep 
Score: -24089242.000000 Penalty: 5989.206055
	Iteration 42Q: 3 clusters Score -2.408924e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 172774 members 
Entering Unmasked Estep 
Score: -24089302.000000 Penalty: 5989.206055
	Iteration 43Q: 3 clusters Score -2.40893e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 172871 members 
Entering Unmasked Estep 
Score: -24089356.000000 Penalty: 5989.206055
	Iteration 44Q: 3 clusters Score -2.408936e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 172948 members 
Entering Unmasked Estep 
Score: -24089436.000000 Penalty: 5989.206055
	Iteration 45Q: 3 clusters Score -2.408944e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 173004 members 
Entering Unmasked Estep 
Score: -24089432.000000 Penalty: 5989.206055
	Iteration 46Q: 3 clusters Score -2.408943e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 173044 members 
Entering Unmasked Estep 
Score: -24089454.000000 Penalty: 5989.206055
	Iteration 47Q: 3 clusters Score -2.408945e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 173095 members 
Entering Unmasked Estep 
Score: -24089452.000000 Penalty: 5989.206055
	Iteration 48Q: 3 clusters Score -2.408945e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 173127 members 
Entering Unmasked Estep 
Score: -24089474.000000 Penalty: 5989.206055
	Iteration 49Q: 3 clusters Score -2.408947e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 173155 members 
Entering Unmasked Estep 
Score: -24089448.000000 Penalty: 5989.206055
	Iteration 50Q: 3 clusters Score -2.408945e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 173184 members 
Entering Unmasked Estep 
Score: -24089470.000000 Penalty: 5989.206055
	Iteration 51Q: 3 clusters Score -2.408947e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 173206 members 
Entering Unmasked Estep 
Score: -24089490.000000 Penalty: 5989.206055
	Iteration 52Q: 3 clusters Score -2.408949e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 173217 members 
Entering Unmasked Estep 
Score: -24089516.000000 Penalty: 5989.206055
	Iteration 53Q: 3 clusters Score -2.408952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 173227 members 
Entering Unmasked Estep 
Score: -24089506.000000 Penalty: 5989.206055
	Iteration 54Q: 3 clusters Score -2.408951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 173240 members 
Entering Unmasked Estep 
Score: -24089524.000000 Penalty: 5989.206055
	Iteration 55Q: 3 clusters Score -2.408952e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 173252 members 
Entering Unmasked Estep 
Score: -24089530.000000 Penalty: 5989.206055
	Iteration 56Q: 3 clusters Score -2.408953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 173260 members 
Entering Unmasked Estep 
Score: -24089534.000000 Penalty: 5989.206055
	Iteration 57Q: 3 clusters Score -2.408953e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 173268 members 
Entering Unmasked Estep 
Score: -24089524.000000 Penalty: 5989.206055
	Iteration 58Q: 3 clusters Score -2.408952e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 173282 members 
Entering Unmasked Estep 
Score: -24089576.000000 Penalty: 5989.206055
	Iteration 59Q: 3 clusters Score -2.408958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 173292 members 
Entering Unmasked Estep 
Score: -24089574.000000 Penalty: 5989.206055
	Iteration 60F: 3 clusters Score -2.408957e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 173294 members 
Entering Unmasked Estep 
Score: -24089582.000000 Penalty: 5989.206055
	Iteration 61Q: 3 clusters Score -2.408958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 173296 members 
Entering Unmasked Estep 
Score: -24089586.000000 Penalty: 5989.206055
	Iteration 62Q: 3 clusters Score -2.408959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 173302 members 
Entering Unmasked Estep 
Score: -24089586.000000 Penalty: 5989.206055
	Iteration 63Q: 3 clusters Score -2.408959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 173310 members 
Entering Unmasked Estep 
Score: -24089590.000000 Penalty: 5989.206055
	Iteration 64Q: 3 clusters Score -2.408959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 173315 members 
Entering Unmasked Estep 
Score: -24089590.000000 Penalty: 5989.206055
	Iteration 65Q: 3 clusters Score -2.408959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 173319 members 
Entering Unmasked Estep 
Score: -24089590.000000 Penalty: 5989.206055
	Iteration 66Q: 3 clusters Score -2.408959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 173327 members 
Entering Unmasked Estep 
Score: -24089578.000000 Penalty: 5989.206055
	Iteration 67Q: 3 clusters Score -2.408958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 173335 members 
Entering Unmasked Estep 
Score: -24089598.000000 Penalty: 5989.206055
	Iteration 68Q: 3 clusters Score -2.40896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 173341 members 
Entering Unmasked Estep 
Score: -24089588.000000 Penalty: 5989.206055
	Iteration 69Q: 3 clusters Score -2.408959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 173348 members 
Entering Unmasked Estep 
Score: -24089574.000000 Penalty: 5989.206055
	Iteration 70Q: 3 clusters Score -2.408957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 173354 members 
Entering Unmasked Estep 
Score: -24089578.000000 Penalty: 5989.206055
	Iteration 71Q: 3 clusters Score -2.408958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 173356 members 
Entering Unmasked Estep 
Score: -24089578.000000 Penalty: 5989.206055
	Iteration 72Q: 3 clusters Score -2.408958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 173361 members 
Entering Unmasked Estep 
Score: -24089578.000000 Penalty: 5989.206055
	Iteration 73Q: 3 clusters Score -2.408958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 173363 members 
Entering Unmasked Estep 
Score: -24089582.000000 Penalty: 5989.206055
	Iteration 74Q: 3 clusters Score -2.408958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 173365 members 
Entering Unmasked Estep 
Score: -24089574.000000 Penalty: 5989.206055
	Iteration 75Q: 3 clusters Score -2.408957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 173365 members 
Entering Unmasked Estep 
Score: -24089574.000000 Penalty: 5989.206055
	Iteration 76F: 3 clusters Score -2.408957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Entering Unmasked Estep 
Score: -1190344.250000 Penalty: 2257.842041
	Iteration 0F: 2 clusters Score -1190344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1183366.625000 Penalty: 4515.684082
	Iteration 0F: 3 clusters Score -1183367 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1185297.125000 Penalty: 4515.684082
	Iteration 1F: 3 clusters Score -1185297 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1185678.000000 Penalty: 4515.684082
	Iteration 2F: 3 clusters Score -1185678 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1186144.250000 Penalty: 4515.684082
	Iteration 3F: 3 clusters Score -1186144 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1186725.250000 Penalty: 4515.684082
	Iteration 4F: 3 clusters Score -1186725 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1187427.875000 Penalty: 4515.684082
	Iteration 5F: 3 clusters Score -1187428 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1188100.000000 Penalty: 4515.684082
	Iteration 6F: 3 clusters Score -1188100 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1188628.625000 Penalty: 4515.684082
	Iteration 7F: 3 clusters Score -1188629 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1188975.250000 Penalty: 4515.684082
	Iteration 8Q: 3 clusters Score -1188975 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1189152.125000 Penalty: 4515.684082
	Iteration 9Q: 3 clusters Score -1189152 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1189228.000000 Penalty: 4515.684082
	Iteration 10Q: 3 clusters Score -1189228 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1189268.375000 Penalty: 4515.684082
	Iteration 11Q: 3 clusters Score -1189268 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1189284.625000 Penalty: 4515.684082
	Iteration 12Q: 3 clusters Score -1189285 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1189292.375000 Penalty: 4515.684082
	Iteration 13Q: 3 clusters Score -1189292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1189298.250000 Penalty: 4515.684082
	Iteration 14Q: 3 clusters Score -1189298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1189304.625000 Penalty: 4515.684082
	Iteration 15Q: 3 clusters Score -1189305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1189310.875000 Penalty: 4515.684082
	Iteration 16Q: 3 clusters Score -1189311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1189313.250000 Penalty: 4515.684082
	Iteration 17Q: 3 clusters Score -1189313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1189313.875000 Penalty: 4515.684082
	Iteration 18Q: 3 clusters Score -1189314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1189315.375000 Penalty: 4515.684082
	Iteration 19Q: 3 clusters Score -1189315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1189316.625000 Penalty: 4515.684082
	Iteration 20F: 3 clusters Score -1189317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1189317.875000 Penalty: 4515.684082
	Iteration 21Q: 3 clusters Score -1189318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1189320.250000 Penalty: 4515.684082
	Iteration 22Q: 3 clusters Score -1189320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1189322.125000 Penalty: 4515.684082
	Iteration 23Q: 3 clusters Score -1189322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1189324.125000 Penalty: 4515.684082
	Iteration 24Q: 3 clusters Score -1189324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1189324.125000 Penalty: 4515.684082
	Iteration 25F: 3 clusters Score -1189324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (173692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173692 members 
Entering Unmasked Estep 
Score: -23920156.000000 Penalty: 2992.129639
	Iteration 0F: 2 clusters Score -2.392016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 86716 members 
Entering Unmasked Estep 
Score: -23806678.000000 Penalty: 5984.259277
	Iteration 0F: 3 clusters Score -2.380668e+07 nChanged 83658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90828 members 
Mstep: Class 2 contains 82864 members 
Entering Unmasked Estep 
Score: -23856686.000000 Penalty: 5984.259277
	Iteration 1F: 3 clusters Score -2.385669e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93183 members 
Mstep: Class 2 contains 80509 members 
Entering Unmasked Estep 
Score: -23858622.000000 Penalty: 5984.259277
	Iteration 2Q: 3 clusters Score -2.385862e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96677 members 
Mstep: Class 2 contains 77015 members 
Entering Unmasked Estep 
Score: -23861524.000000 Penalty: 5984.259277
	Iteration 3Q: 3 clusters Score -2.386152e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101685 members 
Mstep: Class 2 contains 72007 members 
Entering Unmasked Estep 
Score: -23865610.000000 Penalty: 5984.259277
	Iteration 4F: 3 clusters Score -2.386561e+07 nChanged 10414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108437 members 
Mstep: Class 2 contains 65255 members 
Entering Unmasked Estep 
Score: -23871660.000000 Penalty: 5984.259277
	Iteration 5F: 3 clusters Score -2.387166e+07 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116759 members 
Mstep: Class 2 contains 56933 members 
Entering Unmasked Estep 
Score: -23880510.000000 Penalty: 5984.259277
	Iteration 6F: 3 clusters Score -2.388051e+07 nChanged 12137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125460 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -23890184.000000 Penalty: 5984.259277
	Iteration 7F: 3 clusters Score -2.389018e+07 nChanged 10398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132778 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -23898622.000000 Penalty: 5984.259277
	Iteration 8F: 3 clusters Score -2.389862e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138036 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -23904020.000000 Penalty: 5984.259277
	Iteration 9Q: 3 clusters Score -2.390402e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141755 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -23906792.000000 Penalty: 5984.259277
	Iteration 10Q: 3 clusters Score -2.390679e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144867 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -23908408.000000 Penalty: 5984.259277
	Iteration 11Q: 3 clusters Score -2.390841e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147738 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -23909716.000000 Penalty: 5984.259277
	Iteration 12Q: 3 clusters Score -2.390972e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150424 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -23910776.000000 Penalty: 5984.259277
	Iteration 13Q: 3 clusters Score -2.391078e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152983 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -23911862.000000 Penalty: 5984.259277
	Iteration 14Q: 3 clusters Score -2.391186e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155352 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -23912756.000000 Penalty: 5984.259277
	Iteration 15Q: 3 clusters Score -2.391276e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157562 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -23913584.000000 Penalty: 5984.259277
	Iteration 16Q: 3 clusters Score -2.391358e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159631 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -23914314.000000 Penalty: 5984.259277
	Iteration 17Q: 3 clusters Score -2.391431e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161425 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -23914954.000000 Penalty: 5984.259277
	Iteration 18Q: 3 clusters Score -2.391495e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163039 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -23915682.000000 Penalty: 5984.259277
	Iteration 19Q: 3 clusters Score -2.391568e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164456 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -23916270.000000 Penalty: 5984.259277
	Iteration 20F: 3 clusters Score -2.391627e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165590 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -23916820.000000 Penalty: 5984.259277
	Iteration 21Q: 3 clusters Score -2.391682e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166524 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -23917358.000000 Penalty: 5984.259277
	Iteration 22Q: 3 clusters Score -2.391736e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167268 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -23917768.000000 Penalty: 5984.259277
	Iteration 23Q: 3 clusters Score -2.391777e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167883 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -23917972.000000 Penalty: 5984.259277
	Iteration 24Q: 3 clusters Score -2.391797e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168317 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -23918058.000000 Penalty: 5984.259277
	Iteration 25Q: 3 clusters Score -2.391806e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168681 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -23918148.000000 Penalty: 5984.259277
	Iteration 26Q: 3 clusters Score -2.391815e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168979 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -23918194.000000 Penalty: 5984.259277
	Iteration 27Q: 3 clusters Score -2.391819e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169245 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -23918294.000000 Penalty: 5984.259277
	Iteration 28Q: 3 clusters Score -2.391829e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169453 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -23918384.000000 Penalty: 5984.259277
	Iteration 29Q: 3 clusters Score -2.391838e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169626 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -23918392.000000 Penalty: 5984.259277
	Iteration 30Q: 3 clusters Score -2.391839e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169768 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -23918426.000000 Penalty: 5984.259277
	Iteration 31Q: 3 clusters Score -2.391843e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169905 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -23918494.000000 Penalty: 5984.259277
	Iteration 32Q: 3 clusters Score -2.391849e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170019 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -23918486.000000 Penalty: 5984.259277
	Iteration 33Q: 3 clusters Score -2.391849e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170126 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -23918478.000000 Penalty: 5984.259277
	Iteration 34Q: 3 clusters Score -2.391848e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170224 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -23918460.000000 Penalty: 5984.259277
	Iteration 35Q: 3 clusters Score -2.391846e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170302 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -23918472.000000 Penalty: 5984.259277
	Iteration 36Q: 3 clusters Score -2.391847e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170377 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -23918478.000000 Penalty: 5984.259277
	Iteration 37Q: 3 clusters Score -2.391848e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170448 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -23918430.000000 Penalty: 5984.259277
	Iteration 38Q: 3 clusters Score -2.391843e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170512 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -23918454.000000 Penalty: 5984.259277
	Iteration 39Q: 3 clusters Score -2.391845e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170573 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -23918468.000000 Penalty: 5984.259277
	Iteration 40F: 3 clusters Score -2.391847e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170626 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -23918444.000000 Penalty: 5984.259277
	Iteration 41Q: 3 clusters Score -2.391844e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170684 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -23918478.000000 Penalty: 5984.259277
	Iteration 42Q: 3 clusters Score -2.391848e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170731 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -23918478.000000 Penalty: 5984.259277
	Iteration 43Q: 3 clusters Score -2.391848e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170778 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -23918456.000000 Penalty: 5984.259277
	Iteration 44Q: 3 clusters Score -2.391846e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170810 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -23918466.000000 Penalty: 5984.259277
	Iteration 45Q: 3 clusters Score -2.391847e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170847 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -23918476.000000 Penalty: 5984.259277
	Iteration 46Q: 3 clusters Score -2.391848e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170878 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -23918472.000000 Penalty: 5984.259277
	Iteration 47Q: 3 clusters Score -2.391847e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170903 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -23918444.000000 Penalty: 5984.259277
	Iteration 48Q: 3 clusters Score -2.391844e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170926 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -23918464.000000 Penalty: 5984.259277
	Iteration 49Q: 3 clusters Score -2.391846e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170948 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -23918464.000000 Penalty: 5984.259277
	Iteration 50Q: 3 clusters Score -2.391846e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170969 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -23918476.000000 Penalty: 5984.259277
	Iteration 51Q: 3 clusters Score -2.391848e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170990 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -23918492.000000 Penalty: 5984.259277
	Iteration 52Q: 3 clusters Score -2.391849e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171009 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -23918500.000000 Penalty: 5984.259277
	Iteration 53Q: 3 clusters Score -2.39185e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171032 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -23918522.000000 Penalty: 5984.259277
	Iteration 54Q: 3 clusters Score -2.391852e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171047 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -23918522.000000 Penalty: 5984.259277
	Iteration 55Q: 3 clusters Score -2.391852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171060 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -23918532.000000 Penalty: 5984.259277
	Iteration 56Q: 3 clusters Score -2.391853e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171076 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -23918514.000000 Penalty: 5984.259277
	Iteration 57Q: 3 clusters Score -2.391851e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171086 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -23918530.000000 Penalty: 5984.259277
	Iteration 58Q: 3 clusters Score -2.391853e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171100 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -23918534.000000 Penalty: 5984.259277
	Iteration 59Q: 3 clusters Score -2.391853e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171114 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -23918500.000000 Penalty: 5984.259277
	Iteration 60F: 3 clusters Score -2.39185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171121 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -23918506.000000 Penalty: 5984.259277
	Iteration 61Q: 3 clusters Score -2.391851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171127 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -23918518.000000 Penalty: 5984.259277
	Iteration 62Q: 3 clusters Score -2.391852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171136 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -23918534.000000 Penalty: 5984.259277
	Iteration 63Q: 3 clusters Score -2.391853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171143 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -23918506.000000 Penalty: 5984.259277
	Iteration 64Q: 3 clusters Score -2.391851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171148 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -23918506.000000 Penalty: 5984.259277
	Iteration 65Q: 3 clusters Score -2.391851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171155 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -23918520.000000 Penalty: 5984.259277
	Iteration 66Q: 3 clusters Score -2.391852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171160 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -23918524.000000 Penalty: 5984.259277
	Iteration 67Q: 3 clusters Score -2.391852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171166 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -23918514.000000 Penalty: 5984.259277
	Iteration 68Q: 3 clusters Score -2.391851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171173 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -23918510.000000 Penalty: 5984.259277
	Iteration 69Q: 3 clusters Score -2.391851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171178 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -23918522.000000 Penalty: 5984.259277
	Iteration 70Q: 3 clusters Score -2.391852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171178 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -23918518.000000 Penalty: 5984.259277
	Iteration 71Q: 3 clusters Score -2.391852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171177 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -23918512.000000 Penalty: 5984.259277
	Iteration 72Q: 3 clusters Score -2.391851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171177 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -23918512.000000 Penalty: 5984.259277
	Iteration 73F: 3 clusters Score -2.391851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Entering Unmasked Estep 
Score: -1914937.375000 Penalty: 2370.059570
	Iteration 0F: 2 clusters Score -1914937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1904583.375000 Penalty: 4740.119141
	Iteration 0F: 3 clusters Score -1904583 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1907825.375000 Penalty: 4740.119141
	Iteration 1F: 3 clusters Score -1907825 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1908249.500000 Penalty: 4740.119141
	Iteration 2F: 3 clusters Score -1908250 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1908654.125000 Penalty: 4740.119141
	Iteration 3F: 3 clusters Score -1908654 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1909041.875000 Penalty: 4740.119141
	Iteration 4Q: 3 clusters Score -1909042 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1909393.000000 Penalty: 4740.119141
	Iteration 5Q: 3 clusters Score -1909393 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1909715.750000 Penalty: 4740.119141
	Iteration 6Q: 3 clusters Score -1909716 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1910063.750000 Penalty: 4740.119141
	Iteration 7Q: 3 clusters Score -1910064 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1910368.125000 Penalty: 4740.119141
	Iteration 8Q: 3 clusters Score -1910368 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1910628.500000 Penalty: 4740.119141
	Iteration 9Q: 3 clusters Score -1910628 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1910848.500000 Penalty: 4740.119141
	Iteration 10Q: 3 clusters Score -1910848 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1911076.875000 Penalty: 4740.119141
	Iteration 11Q: 3 clusters Score -1911077 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1911299.500000 Penalty: 4740.119141
	Iteration 12Q: 3 clusters Score -1911300 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1911494.000000 Penalty: 4740.119141
	Iteration 13Q: 3 clusters Score -1911494 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1911645.750000 Penalty: 4740.119141
	Iteration 14Q: 3 clusters Score -1911646 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1911768.625000 Penalty: 4740.119141
	Iteration 15Q: 3 clusters Score -1911769 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1911892.875000 Penalty: 4740.119141
	Iteration 16Q: 3 clusters Score -1911893 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1911997.250000 Penalty: 4740.119141
	Iteration 17Q: 3 clusters Score -1911997 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1912110.750000 Penalty: 4740.119141
	Iteration 18Q: 3 clusters Score -1912111 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1912198.375000 Penalty: 4740.119141
	Iteration 19Q: 3 clusters Score -1912198 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1912276.500000 Penalty: 4740.119141
	Iteration 20F: 3 clusters Score -1912276 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1912364.000000 Penalty: 4740.119141
	Iteration 21Q: 3 clusters Score -1912364 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1912439.125000 Penalty: 4740.119141
	Iteration 22Q: 3 clusters Score -1912439 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1912502.500000 Penalty: 4740.119141
	Iteration 23Q: 3 clusters Score -1912502 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1912543.250000 Penalty: 4740.119141
	Iteration 24Q: 3 clusters Score -1912543 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1912596.000000 Penalty: 4740.119141
	Iteration 25Q: 3 clusters Score -1912596 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1912633.125000 Penalty: 4740.119141
	Iteration 26Q: 3 clusters Score -1912633 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1912669.125000 Penalty: 4740.119141
	Iteration 27Q: 3 clusters Score -1912669 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1912696.000000 Penalty: 4740.119141
	Iteration 28Q: 3 clusters Score -1912696 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1912719.500000 Penalty: 4740.119141
	Iteration 29Q: 3 clusters Score -1912720 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1912741.625000 Penalty: 4740.119141
	Iteration 30Q: 3 clusters Score -1912742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1912766.375000 Penalty: 4740.119141
	Iteration 31Q: 3 clusters Score -1912766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1912784.000000 Penalty: 4740.119141
	Iteration 32Q: 3 clusters Score -1912784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1912792.500000 Penalty: 4740.119141
	Iteration 33Q: 3 clusters Score -1912792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1912799.875000 Penalty: 4740.119141
	Iteration 34Q: 3 clusters Score -1912800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1912816.375000 Penalty: 4740.119141
	Iteration 35Q: 3 clusters Score -1912816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1912826.750000 Penalty: 4740.119141
	Iteration 36Q: 3 clusters Score -1912827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1912838.750000 Penalty: 4740.119141
	Iteration 37Q: 3 clusters Score -1912839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1912846.125000 Penalty: 4740.119141
	Iteration 38Q: 3 clusters Score -1912846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1912852.875000 Penalty: 4740.119141
	Iteration 39Q: 3 clusters Score -1912853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1912862.500000 Penalty: 4740.119141
	Iteration 40F: 3 clusters Score -1912862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1912871.125000 Penalty: 4740.119141
	Iteration 41Q: 3 clusters Score -1912871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1912880.125000 Penalty: 4740.119141
	Iteration 42Q: 3 clusters Score -1912880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1912888.125000 Penalty: 4740.119141
	Iteration 43Q: 3 clusters Score -1912888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1912895.250000 Penalty: 4740.119141
	Iteration 44Q: 3 clusters Score -1912895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1912904.000000 Penalty: 4740.119141
	Iteration 45Q: 3 clusters Score -1912904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1912907.875000 Penalty: 4740.119141
	Iteration 46Q: 3 clusters Score -1912908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1912908.500000 Penalty: 4740.119141
	Iteration 47Q: 3 clusters Score -1912908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1912909.750000 Penalty: 4740.119141
	Iteration 48Q: 3 clusters Score -1912910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1912911.625000 Penalty: 4740.119141
	Iteration 49Q: 3 clusters Score -1912912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1912912.375000 Penalty: 4740.119141
	Iteration 50Q: 3 clusters Score -1912912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1912913.500000 Penalty: 4740.119141
	Iteration 51Q: 3 clusters Score -1912914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1912913.750000 Penalty: 4740.119141
	Iteration 52Q: 3 clusters Score -1912914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1912917.250000 Penalty: 4740.119141
	Iteration 53Q: 3 clusters Score -1912917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1912919.000000 Penalty: 4740.119141
	Iteration 54Q: 3 clusters Score -1912919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1912919.000000 Penalty: 4740.119141
	Iteration 55F: 3 clusters Score -1912919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -154205.609375 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -154205.6 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 612 members 
Entering Unmasked Estep 
Score: -152131.203125 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -152131.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -152468.359375 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -152468.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -152566.968750 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -152567 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -152614.359375 Penalty: 3508.761963
	Iteration 3Q: 3 clusters Score -152614.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -152636.359375 Penalty: 3508.761963
	Iteration 4Q: 3 clusters Score -152636.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -152648.531250 Penalty: 3508.761963
	Iteration 5Q: 3 clusters Score -152648.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -152659.984375 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -152660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -152664.515625 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -152664.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -152672.000000 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -152672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -152677.343750 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -152677.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -152680.968750 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -152681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -152684.281250 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -152684.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -152689.500000 Penalty: 3508.761963
	Iteration 12Q: 3 clusters Score -152689.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -152695.421875 Penalty: 3508.761963
	Iteration 13Q: 3 clusters Score -152695.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -152696.625000 Penalty: 3508.761963
	Iteration 14Q: 3 clusters Score -152696.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -152696.625000 Penalty: 3508.761963
	Iteration 15F: 3 clusters Score -152696.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Entering Unmasked Estep 
Score: -862007.250000 Penalty: 2181.154053
	Iteration 0F: 2 clusters Score -862007.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -856507.312500 Penalty: 4362.308105
	Iteration 0F: 3 clusters Score -856507.3 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -857919.125000 Penalty: 4362.308105
	Iteration 1F: 3 clusters Score -857919.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -858181.125000 Penalty: 4362.308105
	Iteration 2F: 3 clusters Score -858181.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -858382.187500 Penalty: 4362.308105
	Iteration 3F: 3 clusters Score -858382.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -858513.625000 Penalty: 4362.308105
	Iteration 4Q: 3 clusters Score -858513.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -858630.375000 Penalty: 4362.308105
	Iteration 5Q: 3 clusters Score -858630.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -858732.812500 Penalty: 4362.308105
	Iteration 6Q: 3 clusters Score -858732.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -858834.937500 Penalty: 4362.308105
	Iteration 7Q: 3 clusters Score -858834.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -858925.250000 Penalty: 4362.308105
	Iteration 8Q: 3 clusters Score -858925.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -858999.937500 Penalty: 4362.308105
	Iteration 9Q: 3 clusters Score -858999.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -859048.625000 Penalty: 4362.308105
	Iteration 10Q: 3 clusters Score -859048.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -859095.562500 Penalty: 4362.308105
	Iteration 11Q: 3 clusters Score -859095.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -859149.937500 Penalty: 4362.308105
	Iteration 12Q: 3 clusters Score -859149.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -859212.437500 Penalty: 4362.308105
	Iteration 13Q: 3 clusters Score -859212.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -859283.812500 Penalty: 4362.308105
	Iteration 14Q: 3 clusters Score -859283.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -859359.562500 Penalty: 4362.308105
	Iteration 15Q: 3 clusters Score -859359.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -859469.562500 Penalty: 4362.308105
	Iteration 16Q: 3 clusters Score -859469.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -859569.500000 Penalty: 4362.308105
	Iteration 17Q: 3 clusters Score -859569.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -859665.125000 Penalty: 4362.308105
	Iteration 18Q: 3 clusters Score -859665.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -859763.125000 Penalty: 4362.308105
	Iteration 19Q: 3 clusters Score -859763.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -859862.375000 Penalty: 4362.308105
	Iteration 20F: 3 clusters Score -859862.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -859950.000000 Penalty: 4362.308105
	Iteration 21Q: 3 clusters Score -859950 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -860029.000000 Penalty: 4362.308105
	Iteration 22Q: 3 clusters Score -860029 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -860095.500000 Penalty: 4362.308105
	Iteration 23Q: 3 clusters Score -860095.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -860156.812500 Penalty: 4362.308105
	Iteration 24Q: 3 clusters Score -860156.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -860194.562500 Penalty: 4362.308105
	Iteration 25Q: 3 clusters Score -860194.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -860214.562500 Penalty: 4362.308105
	Iteration 26Q: 3 clusters Score -860214.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -860230.812500 Penalty: 4362.308105
	Iteration 27Q: 3 clusters Score -860230.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -860246.062500 Penalty: 4362.308105
	Iteration 28Q: 3 clusters Score -860246.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -860257.437500 Penalty: 4362.308105
	Iteration 29Q: 3 clusters Score -860257.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -860268.937500 Penalty: 4362.308105
	Iteration 30Q: 3 clusters Score -860268.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -860276.250000 Penalty: 4362.308105
	Iteration 31Q: 3 clusters Score -860276.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -860285.250000 Penalty: 4362.308105
	Iteration 32Q: 3 clusters Score -860285.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -860291.875000 Penalty: 4362.308105
	Iteration 33Q: 3 clusters Score -860291.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -860297.312500 Penalty: 4362.308105
	Iteration 34Q: 3 clusters Score -860297.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -860300.812500 Penalty: 4362.308105
	Iteration 35Q: 3 clusters Score -860300.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -860300.812500 Penalty: 4362.308105
	Iteration 36F: 3 clusters Score -860300.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -59027.375000 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -59027.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -57560.828125 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -57560.83 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -57905.375000 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -57905.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -58157.953125 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -58157.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -58293.878906 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -58293.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -58397.062500 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -58397.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -58459.320312 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -58459.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -58565.757812 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -58565.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -58682.066406 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -58682.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -58756.609375 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -58756.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -58794.195312 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -58794.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58855.136719 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -58855.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -58977.304688 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -58977.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59172.714844 Penalty: 3099.029297
	Iteration 12F: 3 clusters Score -59172.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59437.199219 Penalty: 3099.029297
	Iteration 13F: 3 clusters Score -59437.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59586.847656 Penalty: 3099.029297
	Iteration 14Q: 3 clusters Score -59586.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59691.722656 Penalty: 3099.029297
	Iteration 15Q: 3 clusters Score -59691.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59730.242188 Penalty: 3099.029297
	Iteration 16Q: 3 clusters Score -59730.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59762.113281 Penalty: 3099.029297
	Iteration 17Q: 3 clusters Score -59762.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -59804.851562 Penalty: 3099.029297
	Iteration 18Q: 3 clusters Score -59804.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -59804.851562 Penalty: 3099.029297
	Iteration 19F: 3 clusters Score -59804.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175433 members 
Mstep: Class 3 contains 8993 members 
Mstep: Class 4 contains 173692 members 
Mstep: Class 5 contains 14139 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 6601 members 
Mstep: Class 8 contains 197 members 
Mstep: Class 9 contains 164824 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 36970 members 
Mstep: Class 12 contains 11814 members 
Mstep: Class 13 contains 182196 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 39882 members 
Mstep: Class 17 contains 40394 members 
Entering Unmasked Estep 
Score: -116085168.000000 Penalty: 54213.273438
Splitting cluster 8 changes total score from -116085880.000000 to -116085168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (164824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164824 members 
Entering Unmasked Estep 
Score: -22692758.000000 Penalty: 2979.133057
	Iteration 0F: 2 clusters Score -2.269276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82268 members 
Mstep: Class 2 contains 82556 members 
Entering Unmasked Estep 
Score: -22584682.000000 Penalty: 5958.266113
	Iteration 0F: 3 clusters Score -2.258468e+07 nChanged 78883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79419 members 
Mstep: Class 2 contains 85405 members 
Entering Unmasked Estep 
Score: -22630510.000000 Penalty: 5958.266113
	Iteration 1F: 3 clusters Score -2.263051e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77711 members 
Mstep: Class 2 contains 87113 members 
Entering Unmasked Estep 
Score: -22631604.000000 Penalty: 5958.266113
	Iteration 2Q: 3 clusters Score -2.26316e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74965 members 
Mstep: Class 2 contains 89859 members 
Entering Unmasked Estep 
Score: -22632998.000000 Penalty: 5958.266113
	Iteration 3Q: 3 clusters Score -2.2633e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70711 members 
Mstep: Class 2 contains 94113 members 
Entering Unmasked Estep 
Score: -22634762.000000 Penalty: 5958.266113
	Iteration 4Q: 3 clusters Score -2.263476e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 100445 members 
Entering Unmasked Estep 
Score: -22637844.000000 Penalty: 5958.266113
	Iteration 5Q: 3 clusters Score -2.263784e+07 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 109142 members 
Entering Unmasked Estep 
Score: -22643030.000000 Penalty: 5958.266113
	Iteration 6F: 3 clusters Score -2.264303e+07 nChanged 11673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 120533 members 
Entering Unmasked Estep 
Score: -22651028.000000 Penalty: 5958.266113
	Iteration 7F: 3 clusters Score -2.265103e+07 nChanged 13607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 134056 members 
Entering Unmasked Estep 
Score: -22662706.000000 Penalty: 5958.266113
	Iteration 8F: 3 clusters Score -2.266271e+07 nChanged 13312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 147348 members 
Entering Unmasked Estep 
Score: -22675530.000000 Penalty: 5958.266113
	Iteration 9F: 3 clusters Score -2.267553e+07 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 157280 members 
Entering Unmasked Estep 
Score: -22684372.000000 Penalty: 5958.266113
	Iteration 10F: 3 clusters Score -2.268437e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 162107 members 
Entering Unmasked Estep 
Score: -22688476.000000 Penalty: 5958.266113
	Iteration 11Q: 3 clusters Score -2.268848e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 163819 members 
Entering Unmasked Estep 
Score: -22690060.000000 Penalty: 5958.266113
	Iteration 12Q: 3 clusters Score -2.269006e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 164268 members 
Entering Unmasked Estep 
Score: -22690644.000000 Penalty: 5958.266113
	Iteration 13Q: 3 clusters Score -2.269064e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 164387 members 
Entering Unmasked Estep 
Score: -22690916.000000 Penalty: 5958.266113
	Iteration 14Q: 3 clusters Score -2.269092e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 164399 members 
Entering Unmasked Estep 
Score: -22691134.000000 Penalty: 5958.266113
	Iteration 15Q: 3 clusters Score -2.269113e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 164399 members 
Entering Unmasked Estep 
Score: -22691250.000000 Penalty: 5958.266113
	Iteration 16Q: 3 clusters Score -2.269125e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 164403 members 
Entering Unmasked Estep 
Score: -22691312.000000 Penalty: 5958.266113
	Iteration 17Q: 3 clusters Score -2.269131e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 164392 members 
Entering Unmasked Estep 
Score: -22691388.000000 Penalty: 5958.266113
	Iteration 18Q: 3 clusters Score -2.269139e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 164383 members 
Entering Unmasked Estep 
Score: -22691424.000000 Penalty: 5958.266113
	Iteration 19Q: 3 clusters Score -2.269142e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 164378 members 
Entering Unmasked Estep 
Score: -22691524.000000 Penalty: 5958.266113
	Iteration 20F: 3 clusters Score -2.269152e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 164339 members 
Entering Unmasked Estep 
Score: -22691596.000000 Penalty: 5958.266113
	Iteration 21Q: 3 clusters Score -2.26916e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 164302 members 
Entering Unmasked Estep 
Score: -22691644.000000 Penalty: 5958.266113
	Iteration 22Q: 3 clusters Score -2.269164e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 164277 members 
Entering Unmasked Estep 
Score: -22691706.000000 Penalty: 5958.266113
	Iteration 23Q: 3 clusters Score -2.269171e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 164257 members 
Entering Unmasked Estep 
Score: -22691714.000000 Penalty: 5958.266113
	Iteration 24Q: 3 clusters Score -2.269171e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 164243 members 
Entering Unmasked Estep 
Score: -22691734.000000 Penalty: 5958.266113
	Iteration 25Q: 3 clusters Score -2.269173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 164233 members 
Entering Unmasked Estep 
Score: -22691744.000000 Penalty: 5958.266113
	Iteration 26Q: 3 clusters Score -2.269174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 164226 members 
Entering Unmasked Estep 
Score: -22691766.000000 Penalty: 5958.266113
	Iteration 27Q: 3 clusters Score -2.269177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 164223 members 
Entering Unmasked Estep 
Score: -22691764.000000 Penalty: 5958.266113
	Iteration 28Q: 3 clusters Score -2.269176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 164218 members 
Entering Unmasked Estep 
Score: -22691754.000000 Penalty: 5958.266113
	Iteration 29Q: 3 clusters Score -2.269175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 164216 members 
Entering Unmasked Estep 
Score: -22691750.000000 Penalty: 5958.266113
	Iteration 30Q: 3 clusters Score -2.269175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 164215 members 
Entering Unmasked Estep 
Score: -22691752.000000 Penalty: 5958.266113
	Iteration 31Q: 3 clusters Score -2.269175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 164212 members 
Entering Unmasked Estep 
Score: -22691752.000000 Penalty: 5958.266113
	Iteration 32Q: 3 clusters Score -2.269175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 164210 members 
Entering Unmasked Estep 
Score: -22691754.000000 Penalty: 5958.266113
	Iteration 33Q: 3 clusters Score -2.269175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 164210 members 
Entering Unmasked Estep 
Score: -22691768.000000 Penalty: 5958.266113
	Iteration 34F: 3 clusters Score -2.269177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 164206 members 
Entering Unmasked Estep 
Score: -22691790.000000 Penalty: 5958.266113
	Iteration 35Q: 3 clusters Score -2.269179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 164205 members 
Entering Unmasked Estep 
Score: -22691782.000000 Penalty: 5958.266113
	Iteration 36Q: 3 clusters Score -2.269178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 164205 members 
Entering Unmasked Estep 
Score: -22691782.000000 Penalty: 5958.266113
	Iteration 37F: 3 clusters Score -2.269178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Entering Unmasked Estep 
Score: -5144850.500000 Penalty: 2608.429932
	Iteration 0F: 2 clusters Score -5144850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -5119746.000000 Penalty: 5216.859863
	Iteration 0F: 3 clusters Score -5119746 nChanged 16882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -5129306.000000 Penalty: 5216.859863
	Iteration 1F: 3 clusters Score -5129306 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -5129878.500000 Penalty: 5216.859863
	Iteration 2Q: 3 clusters Score -5129878 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -5130444.000000 Penalty: 5216.859863
	Iteration 3Q: 3 clusters Score -5130444 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -5131067.500000 Penalty: 5216.859863
	Iteration 4Q: 3 clusters Score -5131068 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -5131743.000000 Penalty: 5216.859863
	Iteration 5Q: 3 clusters Score -5131743 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -5132444.000000 Penalty: 5216.859863
	Iteration 6Q: 3 clusters Score -5132444 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -5133286.500000 Penalty: 5216.859863
	Iteration 7Q: 3 clusters Score -5133286 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -5134291.000000 Penalty: 5216.859863
	Iteration 8Q: 3 clusters Score -5134291 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -5135365.500000 Penalty: 5216.859863
	Iteration 9Q: 3 clusters Score -5135366 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -5136547.000000 Penalty: 5216.859863
	Iteration 10Q: 3 clusters Score -5136547 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -5137630.000000 Penalty: 5216.859863
	Iteration 11Q: 3 clusters Score -5137630 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -5138539.500000 Penalty: 5216.859863
	Iteration 12Q: 3 clusters Score -5138540 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -5139284.000000 Penalty: 5216.859863
	Iteration 13Q: 3 clusters Score -5139284 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -5139811.000000 Penalty: 5216.859863
	Iteration 14Q: 3 clusters Score -5139811 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -5140182.500000 Penalty: 5216.859863
	Iteration 15Q: 3 clusters Score -5140182 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -5140495.500000 Penalty: 5216.859863
	Iteration 16Q: 3 clusters Score -5140496 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -5140746.500000 Penalty: 5216.859863
	Iteration 17Q: 3 clusters Score -5140746 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -5140944.500000 Penalty: 5216.859863
	Iteration 18Q: 3 clusters Score -5140944 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -5141142.000000 Penalty: 5216.859863
	Iteration 19Q: 3 clusters Score -5141142 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -5141327.000000 Penalty: 5216.859863
	Iteration 20F: 3 clusters Score -5141327 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -5141454.000000 Penalty: 5216.859863
	Iteration 21Q: 3 clusters Score -5141454 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -5141572.500000 Penalty: 5216.859863
	Iteration 22Q: 3 clusters Score -5141572 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -5141698.000000 Penalty: 5216.859863
	Iteration 23Q: 3 clusters Score -5141698 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -5141811.500000 Penalty: 5216.859863
	Iteration 24Q: 3 clusters Score -5141812 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -5141939.000000 Penalty: 5216.859863
	Iteration 25Q: 3 clusters Score -5141939 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -5142034.500000 Penalty: 5216.859863
	Iteration 26Q: 3 clusters Score -5142034 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5142140.500000 Penalty: 5216.859863
	Iteration 27Q: 3 clusters Score -5142140 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -5142212.000000 Penalty: 5216.859863
	Iteration 28Q: 3 clusters Score -5142212 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5142253.000000 Penalty: 5216.859863
	Iteration 29Q: 3 clusters Score -5142253 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5142306.000000 Penalty: 5216.859863
	Iteration 30Q: 3 clusters Score -5142306 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5142352.000000 Penalty: 5216.859863
	Iteration 31Q: 3 clusters Score -5142352 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5142390.000000 Penalty: 5216.859863
	Iteration 32Q: 3 clusters Score -5142390 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5142410.000000 Penalty: 5216.859863
	Iteration 33Q: 3 clusters Score -5142410 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5142437.500000 Penalty: 5216.859863
	Iteration 34Q: 3 clusters Score -5142438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5142457.500000 Penalty: 5216.859863
	Iteration 35Q: 3 clusters Score -5142458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5142483.000000 Penalty: 5216.859863
	Iteration 36Q: 3 clusters Score -5142483 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5142501.000000 Penalty: 5216.859863
	Iteration 37Q: 3 clusters Score -5142501 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5142517.500000 Penalty: 5216.859863
	Iteration 38Q: 3 clusters Score -5142518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5142529.500000 Penalty: 5216.859863
	Iteration 39Q: 3 clusters Score -5142530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5142542.500000 Penalty: 5216.859863
	Iteration 40F: 3 clusters Score -5142542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5142548.000000 Penalty: 5216.859863
	Iteration 41Q: 3 clusters Score -5142548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5142554.500000 Penalty: 5216.859863
	Iteration 42Q: 3 clusters Score -5142554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5142565.500000 Penalty: 5216.859863
	Iteration 43Q: 3 clusters Score -5142566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5142564.000000 Penalty: 5216.859863
	Iteration 44Q: 3 clusters Score -5142564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5142578.000000 Penalty: 5216.859863
	Iteration 45Q: 3 clusters Score -5142578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5142577.000000 Penalty: 5216.859863
	Iteration 46Q: 3 clusters Score -5142577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5142588.000000 Penalty: 5216.859863
	Iteration 47Q: 3 clusters Score -5142588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5142587.000000 Penalty: 5216.859863
	Iteration 48Q: 3 clusters Score -5142587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5142593.000000 Penalty: 5216.859863
	Iteration 49Q: 3 clusters Score -5142593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5142596.000000 Penalty: 5216.859863
	Iteration 50Q: 3 clusters Score -5142596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5142603.500000 Penalty: 5216.859863
	Iteration 51Q: 3 clusters Score -5142604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5142608.000000 Penalty: 5216.859863
	Iteration 52Q: 3 clusters Score -5142608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5142614.500000 Penalty: 5216.859863
	Iteration 53Q: 3 clusters Score -5142614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5142610.500000 Penalty: 5216.859863
	Iteration 54Q: 3 clusters Score -5142610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5142618.000000 Penalty: 5216.859863
	Iteration 55Q: 3 clusters Score -5142618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5142621.000000 Penalty: 5216.859863
	Iteration 56Q: 3 clusters Score -5142621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5142620.000000 Penalty: 5216.859863
	Iteration 57Q: 3 clusters Score -5142620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5142621.000000 Penalty: 5216.859863
	Iteration 58Q: 3 clusters Score -5142621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5142622.500000 Penalty: 5216.859863
	Iteration 59Q: 3 clusters Score -5142622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5142620.000000 Penalty: 5216.859863
	Iteration 60F: 3 clusters Score -5142620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5142621.500000 Penalty: 5216.859863
	Iteration 61Q: 3 clusters Score -5142622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5142622.500000 Penalty: 5216.859863
	Iteration 62Q: 3 clusters Score -5142622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5142624.000000 Penalty: 5216.859863
	Iteration 63Q: 3 clusters Score -5142624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5142622.000000 Penalty: 5216.859863
	Iteration 64Q: 3 clusters Score -5142622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5142630.000000 Penalty: 5216.859863
	Iteration 65Q: 3 clusters Score -5142630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5142632.500000 Penalty: 5216.859863
	Iteration 66Q: 3 clusters Score -5142632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5142628.500000 Penalty: 5216.859863
	Iteration 67Q: 3 clusters Score -5142628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5142625.500000 Penalty: 5216.859863
	Iteration 68Q: 3 clusters Score -5142626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5142631.000000 Penalty: 5216.859863
	Iteration 69Q: 3 clusters Score -5142631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5142631.500000 Penalty: 5216.859863
	Iteration 70Q: 3 clusters Score -5142632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5142631.500000 Penalty: 5216.859863
	Iteration 71Q: 3 clusters Score -5142632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5142631.500000 Penalty: 5216.859863
	Iteration 72F: 3 clusters Score -5142632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Entering Unmasked Estep 
Score: -1607345.500000 Penalty: 2325.506104
	Iteration 0F: 2 clusters Score -1607346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1598497.375000 Penalty: 4651.012207
	Iteration 0F: 3 clusters Score -1598497 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1601126.500000 Penalty: 4651.012207
	Iteration 1F: 3 clusters Score -1601126 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1601404.625000 Penalty: 4651.012207
	Iteration 2F: 3 clusters Score -1601405 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1601624.500000 Penalty: 4651.012207
	Iteration 3Q: 3 clusters Score -1601624 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1601790.750000 Penalty: 4651.012207
	Iteration 4Q: 3 clusters Score -1601791 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1601926.250000 Penalty: 4651.012207
	Iteration 5Q: 3 clusters Score -1601926 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1602068.000000 Penalty: 4651.012207
	Iteration 6Q: 3 clusters Score -1602068 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1602195.625000 Penalty: 4651.012207
	Iteration 7Q: 3 clusters Score -1602196 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1602301.125000 Penalty: 4651.012207
	Iteration 8Q: 3 clusters Score -1602301 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1602394.250000 Penalty: 4651.012207
	Iteration 9Q: 3 clusters Score -1602394 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1602489.625000 Penalty: 4651.012207
	Iteration 10Q: 3 clusters Score -1602490 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1602578.125000 Penalty: 4651.012207
	Iteration 11Q: 3 clusters Score -1602578 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1602670.375000 Penalty: 4651.012207
	Iteration 12Q: 3 clusters Score -1602670 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1602780.000000 Penalty: 4651.012207
	Iteration 13Q: 3 clusters Score -1602780 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1602911.750000 Penalty: 4651.012207
	Iteration 14Q: 3 clusters Score -1602912 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1603056.125000 Penalty: 4651.012207
	Iteration 15Q: 3 clusters Score -1603056 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1603222.250000 Penalty: 4651.012207
	Iteration 16Q: 3 clusters Score -1603222 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1603402.125000 Penalty: 4651.012207
	Iteration 17Q: 3 clusters Score -1603402 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1603598.875000 Penalty: 4651.012207
	Iteration 18Q: 3 clusters Score -1603599 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1603785.375000 Penalty: 4651.012207
	Iteration 19Q: 3 clusters Score -1603785 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1603990.000000 Penalty: 4651.012207
	Iteration 20F: 3 clusters Score -1603990 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1604202.000000 Penalty: 4651.012207
	Iteration 21Q: 3 clusters Score -1604202 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1604411.625000 Penalty: 4651.012207
	Iteration 22Q: 3 clusters Score -1604412 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1604568.000000 Penalty: 4651.012207
	Iteration 23Q: 3 clusters Score -1604568 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1604700.000000 Penalty: 4651.012207
	Iteration 24Q: 3 clusters Score -1604700 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1604812.250000 Penalty: 4651.012207
	Iteration 25Q: 3 clusters Score -1604812 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1604947.125000 Penalty: 4651.012207
	Iteration 26Q: 3 clusters Score -1604947 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1605092.500000 Penalty: 4651.012207
	Iteration 27Q: 3 clusters Score -1605092 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1605224.750000 Penalty: 4651.012207
	Iteration 28Q: 3 clusters Score -1605225 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1605319.250000 Penalty: 4651.012207
	Iteration 29Q: 3 clusters Score -1605319 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1605366.625000 Penalty: 4651.012207
	Iteration 30Q: 3 clusters Score -1605367 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1605412.125000 Penalty: 4651.012207
	Iteration 31Q: 3 clusters Score -1605412 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1605439.375000 Penalty: 4651.012207
	Iteration 32Q: 3 clusters Score -1605439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1605456.250000 Penalty: 4651.012207
	Iteration 33Q: 3 clusters Score -1605456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1605467.000000 Penalty: 4651.012207
	Iteration 34Q: 3 clusters Score -1605467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1605476.750000 Penalty: 4651.012207
	Iteration 35Q: 3 clusters Score -1605477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1605478.500000 Penalty: 4651.012207
	Iteration 36Q: 3 clusters Score -1605478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1605481.250000 Penalty: 4651.012207
	Iteration 37Q: 3 clusters Score -1605481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1605482.625000 Penalty: 4651.012207
	Iteration 38Q: 3 clusters Score -1605483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1605482.625000 Penalty: 4651.012207
	Iteration 39Q: 3 clusters Score -1605483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1605485.500000 Penalty: 4651.012207
	Iteration 40F: 3 clusters Score -1605486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1605485.250000 Penalty: 4651.012207
	Iteration 41Q: 3 clusters Score -1605485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1605485.750000 Penalty: 4651.012207
	Iteration 42Q: 3 clusters Score -1605486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1605488.250000 Penalty: 4651.012207
	Iteration 43Q: 3 clusters Score -1605488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1605488.000000 Penalty: 4651.012207
	Iteration 44Q: 3 clusters Score -1605488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1605489.250000 Penalty: 4651.012207
	Iteration 45Q: 3 clusters Score -1605489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1605489.250000 Penalty: 4651.012207
	Iteration 46F: 3 clusters Score -1605489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (182196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182196 members 
Entering Unmasked Estep 
Score: -24965486.000000 Penalty: 3003.983887
	Iteration 0F: 2 clusters Score -2.496549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91132 members 
Mstep: Class 2 contains 91064 members 
Entering Unmasked Estep 
Score: -24850032.000000 Penalty: 6007.967773
	Iteration 0F: 3 clusters Score -2.485003e+07 nChanged 87377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91781 members 
Mstep: Class 2 contains 90415 members 
Entering Unmasked Estep 
Score: -24900716.000000 Penalty: 6007.967773
	Iteration 1F: 3 clusters Score -2.490072e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92485 members 
Mstep: Class 2 contains 89711 members 
Entering Unmasked Estep 
Score: -24901452.000000 Penalty: 6007.967773
	Iteration 2Q: 3 clusters Score -2.490145e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93535 members 
Mstep: Class 2 contains 88661 members 
Entering Unmasked Estep 
Score: -24902436.000000 Penalty: 6007.967773
	Iteration 3Q: 3 clusters Score -2.490244e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95259 members 
Mstep: Class 2 contains 86937 members 
Entering Unmasked Estep 
Score: -24903652.000000 Penalty: 6007.967773
	Iteration 4Q: 3 clusters Score -2.490365e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97974 members 
Mstep: Class 2 contains 84222 members 
Entering Unmasked Estep 
Score: -24905364.000000 Penalty: 6007.967773
	Iteration 5Q: 3 clusters Score -2.490536e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102138 members 
Mstep: Class 2 contains 80058 members 
Entering Unmasked Estep 
Score: -24907932.000000 Penalty: 6007.967773
	Iteration 6Q: 3 clusters Score -2.490793e+07 nChanged 9067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108285 members 
Mstep: Class 2 contains 73911 members 
Entering Unmasked Estep 
Score: -24912182.000000 Penalty: 6007.967773
	Iteration 7Q: 3 clusters Score -2.491218e+07 nChanged 11346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116749 members 
Mstep: Class 2 contains 65447 members 
Entering Unmasked Estep 
Score: -24919070.000000 Penalty: 6007.967773
	Iteration 8F: 3 clusters Score -2.491907e+07 nChanged 12941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126798 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -24928630.000000 Penalty: 6007.967773
	Iteration 9F: 3 clusters Score -2.492863e+07 nChanged 13012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136698 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -24940506.000000 Penalty: 6007.967773
	Iteration 10F: 3 clusters Score -2.494051e+07 nChanged 10845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144203 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -24952196.000000 Penalty: 6007.967773
	Iteration 11F: 3 clusters Score -2.49522e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148266 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -24958354.000000 Penalty: 6007.967773
	Iteration 12Q: 3 clusters Score -2.495835e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151270 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -24960710.000000 Penalty: 6007.967773
	Iteration 13Q: 3 clusters Score -2.496071e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154115 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -24961812.000000 Penalty: 6007.967773
	Iteration 14Q: 3 clusters Score -2.496181e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156741 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -24962588.000000 Penalty: 6007.967773
	Iteration 15Q: 3 clusters Score -2.496259e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159141 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -24963200.000000 Penalty: 6007.967773
	Iteration 16Q: 3 clusters Score -2.49632e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161348 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -24963600.000000 Penalty: 6007.967773
	Iteration 17Q: 3 clusters Score -2.49636e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163316 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -24963930.000000 Penalty: 6007.967773
	Iteration 18Q: 3 clusters Score -2.496393e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165010 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -24964034.000000 Penalty: 6007.967773
	Iteration 19Q: 3 clusters Score -2.496403e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166488 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -24964120.000000 Penalty: 6007.967773
	Iteration 20F: 3 clusters Score -2.496412e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167825 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -24964010.000000 Penalty: 6007.967773
	Iteration 21Q: 3 clusters Score -2.496401e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169040 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -24964066.000000 Penalty: 6007.967773
	Iteration 22Q: 3 clusters Score -2.496407e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170170 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -24964076.000000 Penalty: 6007.967773
	Iteration 23Q: 3 clusters Score -2.496408e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171178 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -24963978.000000 Penalty: 6007.967773
	Iteration 24Q: 3 clusters Score -2.496398e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172071 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -24964020.000000 Penalty: 6007.967773
	Iteration 25Q: 3 clusters Score -2.496402e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172841 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -24964034.000000 Penalty: 6007.967773
	Iteration 26Q: 3 clusters Score -2.496403e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173588 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -24963952.000000 Penalty: 6007.967773
	Iteration 27Q: 3 clusters Score -2.496395e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174264 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -24963874.000000 Penalty: 6007.967773
	Iteration 28Q: 3 clusters Score -2.496387e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174849 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -24963818.000000 Penalty: 6007.967773
	Iteration 29Q: 3 clusters Score -2.496382e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175388 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -24963798.000000 Penalty: 6007.967773
	Iteration 30Q: 3 clusters Score -2.49638e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175846 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -24963764.000000 Penalty: 6007.967773
	Iteration 31Q: 3 clusters Score -2.496376e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176293 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -24963796.000000 Penalty: 6007.967773
	Iteration 32Q: 3 clusters Score -2.49638e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176700 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -24963830.000000 Penalty: 6007.967773
	Iteration 33Q: 3 clusters Score -2.496383e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177066 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -24963796.000000 Penalty: 6007.967773
	Iteration 34Q: 3 clusters Score -2.49638e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177403 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -24963766.000000 Penalty: 6007.967773
	Iteration 35Q: 3 clusters Score -2.496377e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177694 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -24963726.000000 Penalty: 6007.967773
	Iteration 36Q: 3 clusters Score -2.496373e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177974 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -24963728.000000 Penalty: 6007.967773
	Iteration 37Q: 3 clusters Score -2.496373e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178210 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -24963796.000000 Penalty: 6007.967773
	Iteration 38Q: 3 clusters Score -2.49638e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178416 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -24963822.000000 Penalty: 6007.967773
	Iteration 39Q: 3 clusters Score -2.496382e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178601 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -24963772.000000 Penalty: 6007.967773
	Iteration 40F: 3 clusters Score -2.496377e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178775 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -24963760.000000 Penalty: 6007.967773
	Iteration 41Q: 3 clusters Score -2.496376e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178940 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -24963672.000000 Penalty: 6007.967773
	Iteration 42Q: 3 clusters Score -2.496367e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179073 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -24963642.000000 Penalty: 6007.967773
	Iteration 43Q: 3 clusters Score -2.496364e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179206 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -24963616.000000 Penalty: 6007.967773
	Iteration 44Q: 3 clusters Score -2.496362e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179330 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -24963648.000000 Penalty: 6007.967773
	Iteration 45Q: 3 clusters Score -2.496365e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179451 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -24963666.000000 Penalty: 6007.967773
	Iteration 46Q: 3 clusters Score -2.496367e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179562 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -24963612.000000 Penalty: 6007.967773
	Iteration 47Q: 3 clusters Score -2.496361e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179678 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -24963616.000000 Penalty: 6007.967773
	Iteration 48Q: 3 clusters Score -2.496362e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179793 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -24963562.000000 Penalty: 6007.967773
	Iteration 49Q: 3 clusters Score -2.496356e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179898 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -24963550.000000 Penalty: 6007.967773
	Iteration 50Q: 3 clusters Score -2.496355e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180000 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -24963568.000000 Penalty: 6007.967773
	Iteration 51Q: 3 clusters Score -2.496357e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180094 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -24963548.000000 Penalty: 6007.967773
	Iteration 52Q: 3 clusters Score -2.496355e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180174 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -24963552.000000 Penalty: 6007.967773
	Iteration 53Q: 3 clusters Score -2.496355e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180261 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -24963568.000000 Penalty: 6007.967773
	Iteration 54Q: 3 clusters Score -2.496357e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180342 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -24963534.000000 Penalty: 6007.967773
	Iteration 55Q: 3 clusters Score -2.496353e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180416 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -24963544.000000 Penalty: 6007.967773
	Iteration 56Q: 3 clusters Score -2.496354e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180489 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -24963518.000000 Penalty: 6007.967773
	Iteration 57Q: 3 clusters Score -2.496352e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180540 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -24963562.000000 Penalty: 6007.967773
	Iteration 58Q: 3 clusters Score -2.496356e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180593 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -24963532.000000 Penalty: 6007.967773
	Iteration 59Q: 3 clusters Score -2.496353e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180646 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -24963530.000000 Penalty: 6007.967773
	Iteration 60F: 3 clusters Score -2.496353e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180690 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -24963504.000000 Penalty: 6007.967773
	Iteration 61Q: 3 clusters Score -2.49635e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180725 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -24963480.000000 Penalty: 6007.967773
	Iteration 62Q: 3 clusters Score -2.496348e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180757 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -24963458.000000 Penalty: 6007.967773
	Iteration 63Q: 3 clusters Score -2.496346e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180782 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -24963436.000000 Penalty: 6007.967773
	Iteration 64Q: 3 clusters Score -2.496344e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180804 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -24963444.000000 Penalty: 6007.967773
	Iteration 65Q: 3 clusters Score -2.496344e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180824 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -24963472.000000 Penalty: 6007.967773
	Iteration 66Q: 3 clusters Score -2.496347e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180843 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -24963460.000000 Penalty: 6007.967773
	Iteration 67Q: 3 clusters Score -2.496346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180858 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -24963458.000000 Penalty: 6007.967773
	Iteration 68Q: 3 clusters Score -2.496346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180867 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -24963464.000000 Penalty: 6007.967773
	Iteration 69Q: 3 clusters Score -2.496346e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180886 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -24963452.000000 Penalty: 6007.967773
	Iteration 70Q: 3 clusters Score -2.496345e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180900 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -24963478.000000 Penalty: 6007.967773
	Iteration 71Q: 3 clusters Score -2.496348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180910 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -24963464.000000 Penalty: 6007.967773
	Iteration 72Q: 3 clusters Score -2.496346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180924 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -24963470.000000 Penalty: 6007.967773
	Iteration 73Q: 3 clusters Score -2.496347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180937 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -24963458.000000 Penalty: 6007.967773
	Iteration 74Q: 3 clusters Score -2.496346e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180949 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -24963470.000000 Penalty: 6007.967773
	Iteration 75Q: 3 clusters Score -2.496347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180958 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -24963474.000000 Penalty: 6007.967773
	Iteration 76Q: 3 clusters Score -2.496347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180965 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -24963468.000000 Penalty: 6007.967773
	Iteration 77Q: 3 clusters Score -2.496347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180969 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -24963478.000000 Penalty: 6007.967773
	Iteration 78Q: 3 clusters Score -2.496348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180977 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -24963490.000000 Penalty: 6007.967773
	Iteration 79Q: 3 clusters Score -2.496349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180985 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -24963482.000000 Penalty: 6007.967773
	Iteration 80F: 3 clusters Score -2.496348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180991 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -24963464.000000 Penalty: 6007.967773
	Iteration 81Q: 3 clusters Score -2.496346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180997 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -24963476.000000 Penalty: 6007.967773
	Iteration 82Q: 3 clusters Score -2.496348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181010 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -24963470.000000 Penalty: 6007.967773
	Iteration 83Q: 3 clusters Score -2.496347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181018 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -24963456.000000 Penalty: 6007.967773
	Iteration 84Q: 3 clusters Score -2.496346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181021 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -24963460.000000 Penalty: 6007.967773
	Iteration 85Q: 3 clusters Score -2.496346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181027 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -24963450.000000 Penalty: 6007.967773
	Iteration 86Q: 3 clusters Score -2.496345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181030 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -24963440.000000 Penalty: 6007.967773
	Iteration 87Q: 3 clusters Score -2.496344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181034 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -24963446.000000 Penalty: 6007.967773
	Iteration 88Q: 3 clusters Score -2.496345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181036 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -24963440.000000 Penalty: 6007.967773
	Iteration 89Q: 3 clusters Score -2.496344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181040 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -24963428.000000 Penalty: 6007.967773
	Iteration 90Q: 3 clusters Score -2.496343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181043 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -24963440.000000 Penalty: 6007.967773
	Iteration 91Q: 3 clusters Score -2.496344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181043 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -24963440.000000 Penalty: 6007.967773
	Iteration 92F: 3 clusters Score -2.496344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -76243.687500 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -76243.69 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: -74603.195312 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -74603.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -74923.039062 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -74923.04 nChanged 53
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: -75108.796875 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -75108.8 nChanged 48
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: -75456.796875 Penalty: 3204.888184
	Iteration 3F: 3 clusters Score -75456.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -75835.796875 Penalty: 3204.888184
	Iteration 4F: 3 clusters Score -75835.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76146.148438 Penalty: 3204.888184
	Iteration 5F: 3 clusters Score -76146.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -76332.234375 Penalty: 3204.888184
	Iteration 6F: 3 clusters Score -76332.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -76443.898438 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -76443.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76470.882812 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -76470.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76486.273438 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -76486.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76486.273438 Penalty: 3204.888184
	Iteration 10F: 3 clusters Score -76486.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175433 members 
Mstep: Class 3 contains 8993 members 
Mstep: Class 4 contains 173692 members 
Mstep: Class 5 contains 14139 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 6601 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 164824 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 36970 members 
Mstep: Class 12 contains 11814 members 
Mstep: Class 13 contains 182196 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 16 contains 39882 members 
Mstep: Class 17 contains 40394 members 
Entering Unmasked Estep 
Score: -116084568.000000 Penalty: 54213.273438
Splitting cluster 14 changes total score from -116085880.000000 to -116084568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (39882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Entering Unmasked Estep 
Score: -5545317.500000 Penalty: 2627.232666
	Iteration 0F: 2 clusters Score -5545318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -5518344.500000 Penalty: 5254.465332
	Iteration 0F: 3 clusters Score -5518344 nChanged 18202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -5528295.000000 Penalty: 5254.465332
	Iteration 1F: 3 clusters Score -5528295 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -5528901.000000 Penalty: 5254.465332
	Iteration 2Q: 3 clusters Score -5528901 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -5529504.500000 Penalty: 5254.465332
	Iteration 3Q: 3 clusters Score -5529504 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -5530319.500000 Penalty: 5254.465332
	Iteration 4Q: 3 clusters Score -5530320 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -5531441.000000 Penalty: 5254.465332
	Iteration 5F: 3 clusters Score -5531441 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -5532949.000000 Penalty: 5254.465332
	Iteration 6F: 3 clusters Score -5532949 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -5535000.500000 Penalty: 5254.465332
	Iteration 7F: 3 clusters Score -5535000 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -5537374.000000 Penalty: 5254.465332
	Iteration 8F: 3 clusters Score -5537374 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -5539336.000000 Penalty: 5254.465332
	Iteration 9F: 3 clusters Score -5539336 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -5540419.500000 Penalty: 5254.465332
	Iteration 10Q: 3 clusters Score -5540420 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -5541040.000000 Penalty: 5254.465332
	Iteration 11Q: 3 clusters Score -5541040 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -5541367.500000 Penalty: 5254.465332
	Iteration 12Q: 3 clusters Score -5541368 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -5541620.500000 Penalty: 5254.465332
	Iteration 13Q: 3 clusters Score -5541620 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -5541832.000000 Penalty: 5254.465332
	Iteration 14Q: 3 clusters Score -5541832 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -5542040.500000 Penalty: 5254.465332
	Iteration 15Q: 3 clusters Score -5542040 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -5542164.000000 Penalty: 5254.465332
	Iteration 16Q: 3 clusters Score -5542164 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -5542255.500000 Penalty: 5254.465332
	Iteration 17Q: 3 clusters Score -5542256 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -5542346.500000 Penalty: 5254.465332
	Iteration 18Q: 3 clusters Score -5542346 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -5542460.000000 Penalty: 5254.465332
	Iteration 19Q: 3 clusters Score -5542460 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -5542585.000000 Penalty: 5254.465332
	Iteration 20F: 3 clusters Score -5542585 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -5542686.500000 Penalty: 5254.465332
	Iteration 21Q: 3 clusters Score -5542686 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -5542757.000000 Penalty: 5254.465332
	Iteration 22Q: 3 clusters Score -5542757 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -5542807.500000 Penalty: 5254.465332
	Iteration 23Q: 3 clusters Score -5542808 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -5542854.500000 Penalty: 5254.465332
	Iteration 24Q: 3 clusters Score -5542854 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -5542920.500000 Penalty: 5254.465332
	Iteration 25Q: 3 clusters Score -5542920 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -5542965.000000 Penalty: 5254.465332
	Iteration 26Q: 3 clusters Score -5542965 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -5542994.000000 Penalty: 5254.465332
	Iteration 27Q: 3 clusters Score -5542994 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -5543014.500000 Penalty: 5254.465332
	Iteration 28Q: 3 clusters Score -5543014 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -5543058.000000 Penalty: 5254.465332
	Iteration 29Q: 3 clusters Score -5543058 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -5543103.000000 Penalty: 5254.465332
	Iteration 30Q: 3 clusters Score -5543103 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -5543111.500000 Penalty: 5254.465332
	Iteration 31Q: 3 clusters Score -5543112 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -5543138.500000 Penalty: 5254.465332
	Iteration 32Q: 3 clusters Score -5543138 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -5543156.500000 Penalty: 5254.465332
	Iteration 33Q: 3 clusters Score -5543156 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -5543183.000000 Penalty: 5254.465332
	Iteration 34Q: 3 clusters Score -5543183 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -5543193.000000 Penalty: 5254.465332
	Iteration 35Q: 3 clusters Score -5543193 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -5543209.500000 Penalty: 5254.465332
	Iteration 36Q: 3 clusters Score -5543210 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -5543218.000000 Penalty: 5254.465332
	Iteration 37Q: 3 clusters Score -5543218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -5543227.000000 Penalty: 5254.465332
	Iteration 38Q: 3 clusters Score -5543227 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -5543230.500000 Penalty: 5254.465332
	Iteration 39Q: 3 clusters Score -5543230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -5543239.000000 Penalty: 5254.465332
	Iteration 40F: 3 clusters Score -5543239 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -5543253.000000 Penalty: 5254.465332
	Iteration 41Q: 3 clusters Score -5543253 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -5543263.000000 Penalty: 5254.465332
	Iteration 42Q: 3 clusters Score -5543263 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -5543268.000000 Penalty: 5254.465332
	Iteration 43Q: 3 clusters Score -5543268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -5543272.000000 Penalty: 5254.465332
	Iteration 44Q: 3 clusters Score -5543272 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -5543280.000000 Penalty: 5254.465332
	Iteration 45Q: 3 clusters Score -5543280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -5543286.000000 Penalty: 5254.465332
	Iteration 46Q: 3 clusters Score -5543286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -5543296.000000 Penalty: 5254.465332
	Iteration 47Q: 3 clusters Score -5543296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -5543298.500000 Penalty: 5254.465332
	Iteration 48Q: 3 clusters Score -5543298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -5543308.500000 Penalty: 5254.465332
	Iteration 49Q: 3 clusters Score -5543308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -5543319.000000 Penalty: 5254.465332
	Iteration 50Q: 3 clusters Score -5543319 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -5543327.500000 Penalty: 5254.465332
	Iteration 51Q: 3 clusters Score -5543328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -5543324.500000 Penalty: 5254.465332
	Iteration 52Q: 3 clusters Score -5543324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -5543324.000000 Penalty: 5254.465332
	Iteration 53Q: 3 clusters Score -5543324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -5543328.000000 Penalty: 5254.465332
	Iteration 54Q: 3 clusters Score -5543328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -5543332.500000 Penalty: 5254.465332
	Iteration 55Q: 3 clusters Score -5543332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -5543341.000000 Penalty: 5254.465332
	Iteration 56Q: 3 clusters Score -5543341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -5543340.500000 Penalty: 5254.465332
	Iteration 57Q: 3 clusters Score -5543340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -5543333.000000 Penalty: 5254.465332
	Iteration 58Q: 3 clusters Score -5543333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -5543339.500000 Penalty: 5254.465332
	Iteration 59Q: 3 clusters Score -5543340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -5543330.000000 Penalty: 5254.465332
	Iteration 60F: 3 clusters Score -5543330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -5543331.500000 Penalty: 5254.465332
	Iteration 61Q: 3 clusters Score -5543332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -5543335.500000 Penalty: 5254.465332
	Iteration 62Q: 3 clusters Score -5543336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -5543332.000000 Penalty: 5254.465332
	Iteration 63Q: 3 clusters Score -5543332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -5543335.000000 Penalty: 5254.465332
	Iteration 64Q: 3 clusters Score -5543335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -5543336.000000 Penalty: 5254.465332
	Iteration 65Q: 3 clusters Score -5543336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -5543338.500000 Penalty: 5254.465332
	Iteration 66Q: 3 clusters Score -5543338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -5543339.000000 Penalty: 5254.465332
	Iteration 67Q: 3 clusters Score -5543339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -5543339.500000 Penalty: 5254.465332
	Iteration 68Q: 3 clusters Score -5543340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -5543341.500000 Penalty: 5254.465332
	Iteration 69Q: 3 clusters Score -5543342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -5543344.000000 Penalty: 5254.465332
	Iteration 70Q: 3 clusters Score -5543344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -5543343.000000 Penalty: 5254.465332
	Iteration 71Q: 3 clusters Score -5543343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -5543345.000000 Penalty: 5254.465332
	Iteration 72Q: 3 clusters Score -5543345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -5543349.500000 Penalty: 5254.465332
	Iteration 73Q: 3 clusters Score -5543350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -5543347.500000 Penalty: 5254.465332
	Iteration 74Q: 3 clusters Score -5543348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -5543351.000000 Penalty: 5254.465332
	Iteration 75Q: 3 clusters Score -5543351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -5543350.000000 Penalty: 5254.465332
	Iteration 76Q: 3 clusters Score -5543350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -5543353.000000 Penalty: 5254.465332
	Iteration 77Q: 3 clusters Score -5543353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -5543356.000000 Penalty: 5254.465332
	Iteration 78Q: 3 clusters Score -5543356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -5543364.500000 Penalty: 5254.465332
	Iteration 79Q: 3 clusters Score -5543364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -5543366.000000 Penalty: 5254.465332
	Iteration 80F: 3 clusters Score -5543366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -5543369.000000 Penalty: 5254.465332
	Iteration 81Q: 3 clusters Score -5543369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -5543365.000000 Penalty: 5254.465332
	Iteration 82Q: 3 clusters Score -5543365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -5543364.500000 Penalty: 5254.465332
	Iteration 83Q: 3 clusters Score -5543364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -5543371.500000 Penalty: 5254.465332
	Iteration 84Q: 3 clusters Score -5543372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -5543375.000000 Penalty: 5254.465332
	Iteration 85Q: 3 clusters Score -5543375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -5543375.500000 Penalty: 5254.465332
	Iteration 86Q: 3 clusters Score -5543376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -5543380.500000 Penalty: 5254.465332
	Iteration 87Q: 3 clusters Score -5543380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -5543381.000000 Penalty: 5254.465332
	Iteration 88Q: 3 clusters Score -5543381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -5543383.000000 Penalty: 5254.465332
	Iteration 89Q: 3 clusters Score -5543383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -5543386.500000 Penalty: 5254.465332
	Iteration 90Q: 3 clusters Score -5543386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -5543383.500000 Penalty: 5254.465332
	Iteration 91Q: 3 clusters Score -5543384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -5543394.500000 Penalty: 5254.465332
	Iteration 92Q: 3 clusters Score -5543394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -5543392.000000 Penalty: 5254.465332
	Iteration 93Q: 3 clusters Score -5543392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -5543393.500000 Penalty: 5254.465332
	Iteration 94Q: 3 clusters Score -5543394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -5543395.000000 Penalty: 5254.465332
	Iteration 95Q: 3 clusters Score -5543395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -5543395.000000 Penalty: 5254.465332
	Iteration 96F: 3 clusters Score -5543395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Entering Unmasked Estep 
Score: -5454484.000000 Penalty: 2630.396240
	Iteration 0F: 2 clusters Score -5454484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -5427081.500000 Penalty: 5260.792480
	Iteration 0F: 3 clusters Score -5427082 nChanged 18499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -5437136.000000 Penalty: 5260.792480
	Iteration 1F: 3 clusters Score -5437136 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -5437554.500000 Penalty: 5260.792480
	Iteration 2Q: 3 clusters Score -5437554 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -5438004.000000 Penalty: 5260.792480
	Iteration 3Q: 3 clusters Score -5438004 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -5438531.000000 Penalty: 5260.792480
	Iteration 4Q: 3 clusters Score -5438531 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -5439304.000000 Penalty: 5260.792480
	Iteration 5Q: 3 clusters Score -5439304 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -5440714.500000 Penalty: 5260.792480
	Iteration 6F: 3 clusters Score -5440714 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -5442985.500000 Penalty: 5260.792480
	Iteration 7F: 3 clusters Score -5442986 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -5446024.500000 Penalty: 5260.792480
	Iteration 8F: 3 clusters Score -5446024 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -5449026.500000 Penalty: 5260.792480
	Iteration 9F: 3 clusters Score -5449026 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5450892.500000 Penalty: 5260.792480
	Iteration 10Q: 3 clusters Score -5450892 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5451722.000000 Penalty: 5260.792480
	Iteration 11Q: 3 clusters Score -5451722 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5452013.000000 Penalty: 5260.792480
	Iteration 12Q: 3 clusters Score -5452013 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5452139.000000 Penalty: 5260.792480
	Iteration 13Q: 3 clusters Score -5452139 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5452187.500000 Penalty: 5260.792480
	Iteration 14Q: 3 clusters Score -5452188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5452203.000000 Penalty: 5260.792480
	Iteration 15Q: 3 clusters Score -5452203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5452215.500000 Penalty: 5260.792480
	Iteration 16Q: 3 clusters Score -5452216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5452220.500000 Penalty: 5260.792480
	Iteration 17Q: 3 clusters Score -5452220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5452233.500000 Penalty: 5260.792480
	Iteration 18Q: 3 clusters Score -5452234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5452243.000000 Penalty: 5260.792480
	Iteration 19Q: 3 clusters Score -5452243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5452243.000000 Penalty: 5260.792480
	Iteration 20F: 3 clusters Score -5452243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5452250.500000 Penalty: 5260.792480
	Iteration 21Q: 3 clusters Score -5452250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5452250.500000 Penalty: 5260.792480
	Iteration 22F: 3 clusters Score -5452250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175433 members 
Mstep: Class 3 contains 8993 members 
Mstep: Class 4 contains 173692 members 
Mstep: Class 5 contains 14139 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 6601 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 164824 members 
Mstep: Class 11 contains 36970 members 
Mstep: Class 12 contains 11814 members 
Mstep: Class 13 contains 182196 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 39882 members 
Mstep: Class 17 contains 40394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086224.000000 Penalty: 50824.945312
Iteration 239Q: 16 clusters Score -1.160862e+08 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175481 members 
Mstep: Class 3 contains 8987 members 
Mstep: Class 4 contains 173967 members 
Mstep: Class 5 contains 14115 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 6613 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 164723 members 
Mstep: Class 11 contains 36712 members 
Mstep: Class 12 contains 11807 members 
Mstep: Class 13 contains 182209 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 39942 members 
Mstep: Class 17 contains 40382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086472.000000 Penalty: 50824.945312
Iteration 240F: 16 clusters Score -1.160865e+08 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175492 members 
Mstep: Class 3 contains 8978 members 
Mstep: Class 4 contains 174223 members 
Mstep: Class 5 contains 14087 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 6609 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164610 members 
Mstep: Class 11 contains 36564 members 
Mstep: Class 12 contains 11815 members 
Mstep: Class 13 contains 182200 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 39987 members 
Mstep: Class 17 contains 40374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086432.000000 Penalty: 50824.945312
Iteration 241Q: 16 clusters Score -1.160864e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175461 members 
Mstep: Class 3 contains 8967 members 
Mstep: Class 4 contains 174449 members 
Mstep: Class 5 contains 14048 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 164484 members 
Mstep: Class 11 contains 36512 members 
Mstep: Class 12 contains 11823 members 
Mstep: Class 13 contains 182185 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40029 members 
Mstep: Class 17 contains 40366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086728.000000 Penalty: 50824.945312
Iteration 242Q: 16 clusters Score -1.160867e+08 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175446 members 
Mstep: Class 3 contains 8957 members 
Mstep: Class 4 contains 174610 members 
Mstep: Class 5 contains 14023 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 6615 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 164354 members 
Mstep: Class 11 contains 36468 members 
Mstep: Class 12 contains 11827 members 
Mstep: Class 13 contains 182209 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40069 members 
Mstep: Class 17 contains 40362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086624.000000 Penalty: 50824.945312
Iteration 243Q: 16 clusters Score -1.160866e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175463 members 
Mstep: Class 3 contains 8948 members 
Mstep: Class 4 contains 174726 members 
Mstep: Class 5 contains 13999 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 6617 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 164260 members 
Mstep: Class 11 contains 36407 members 
Mstep: Class 12 contains 11829 members 
Mstep: Class 13 contains 182222 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40113 members 
Mstep: Class 17 contains 40356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086520.000000 Penalty: 50824.945312
Iteration 244Q: 16 clusters Score -1.160865e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175447 members 
Mstep: Class 3 contains 8937 members 
Mstep: Class 4 contains 174837 members 
Mstep: Class 5 contains 13988 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 164193 members 
Mstep: Class 11 contains 36378 members 
Mstep: Class 12 contains 11825 members 
Mstep: Class 13 contains 182214 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40151 members 
Mstep: Class 17 contains 40354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086512.000000 Penalty: 50824.945312
Iteration 245Q: 16 clusters Score -1.160865e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175439 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 174949 members 
Mstep: Class 5 contains 13978 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 6620 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164133 members 
Mstep: Class 11 contains 36335 members 
Mstep: Class 12 contains 11823 members 
Mstep: Class 13 contains 182199 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40188 members 
Mstep: Class 17 contains 40355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086272.000000 Penalty: 50824.945312
Iteration 246Q: 16 clusters Score -1.160863e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175453 members 
Mstep: Class 3 contains 8912 members 
Mstep: Class 4 contains 175002 members 
Mstep: Class 5 contains 13972 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 6620 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164079 members 
Mstep: Class 11 contains 36311 members 
Mstep: Class 12 contains 11823 members 
Mstep: Class 13 contains 182187 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40231 members 
Mstep: Class 17 contains 40349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086464.000000 Penalty: 50824.945312
Iteration 247Q: 16 clusters Score -1.160865e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175459 members 
Mstep: Class 3 contains 8908 members 
Mstep: Class 4 contains 175034 members 
Mstep: Class 5 contains 13968 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6621 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164073 members 
Mstep: Class 11 contains 36280 members 
Mstep: Class 12 contains 11819 members 
Mstep: Class 13 contains 182160 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40278 members 
Mstep: Class 17 contains 40340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086552.000000 Penalty: 50824.945312
Iteration 248Q: 16 clusters Score -1.160866e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175501 members 
Mstep: Class 3 contains 8903 members 
Mstep: Class 4 contains 175027 members 
Mstep: Class 5 contains 13964 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6614 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164056 members 
Mstep: Class 11 contains 36274 members 
Mstep: Class 12 contains 11813 members 
Mstep: Class 13 contains 182136 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40315 members 
Mstep: Class 17 contains 40337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086544.000000 Penalty: 50824.945312
Iteration 249Q: 16 clusters Score -1.160865e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175574 members 
Mstep: Class 3 contains 8900 members 
Mstep: Class 4 contains 174979 members 
Mstep: Class 5 contains 13959 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6614 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164039 members 
Mstep: Class 11 contains 36258 members 
Mstep: Class 12 contains 11820 members 
Mstep: Class 13 contains 182120 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40343 members 
Mstep: Class 17 contains 40334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086576.000000 Penalty: 50824.945312
Iteration 250Q: 16 clusters Score -1.160866e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175648 members 
Mstep: Class 3 contains 8895 members 
Mstep: Class 4 contains 174935 members 
Mstep: Class 5 contains 13964 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6608 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164016 members 
Mstep: Class 11 contains 36245 members 
Mstep: Class 12 contains 11815 members 
Mstep: Class 13 contains 182111 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40364 members 
Mstep: Class 17 contains 40339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086536.000000 Penalty: 50824.945312
Iteration 251Q: 16 clusters Score -1.160865e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175713 members 
Mstep: Class 3 contains 8887 members 
Mstep: Class 4 contains 174896 members 
Mstep: Class 5 contains 13958 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6611 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164014 members 
Mstep: Class 11 contains 36228 members 
Mstep: Class 12 contains 11806 members 
Mstep: Class 13 contains 182103 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40382 members 
Mstep: Class 17 contains 40342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086496.000000 Penalty: 50824.945312
Iteration 252Q: 16 clusters Score -1.160865e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175754 members 
Mstep: Class 3 contains 8881 members 
Mstep: Class 4 contains 174852 members 
Mstep: Class 5 contains 13953 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6614 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164031 members 
Mstep: Class 11 contains 36218 members 
Mstep: Class 12 contains 11796 members 
Mstep: Class 13 contains 182104 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40393 members 
Mstep: Class 17 contains 40344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086528.000000 Penalty: 50824.945312
Iteration 253Q: 16 clusters Score -1.160865e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175764 members 
Mstep: Class 3 contains 8874 members 
Mstep: Class 4 contains 174812 members 
Mstep: Class 5 contains 13952 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164039 members 
Mstep: Class 11 contains 36212 members 
Mstep: Class 12 contains 11796 members 
Mstep: Class 13 contains 182116 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40411 members 
Mstep: Class 17 contains 40348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086392.000000 Penalty: 50824.945312
Iteration 254Q: 16 clusters Score -1.160864e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175807 members 
Mstep: Class 3 contains 8871 members 
Mstep: Class 4 contains 174763 members 
Mstep: Class 5 contains 13951 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6620 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164038 members 
Mstep: Class 11 contains 36223 members 
Mstep: Class 12 contains 11790 members 
Mstep: Class 13 contains 182111 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40416 members 
Mstep: Class 17 contains 40350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086448.000000 Penalty: 50824.945312
Iteration 255Q: 16 clusters Score -1.160864e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175840 members 
Mstep: Class 3 contains 8869 members 
Mstep: Class 4 contains 174697 members 
Mstep: Class 5 contains 13945 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6626 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164060 members 
Mstep: Class 11 contains 36213 members 
Mstep: Class 12 contains 11783 members 
Mstep: Class 13 contains 182131 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40426 members 
Mstep: Class 17 contains 40350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086344.000000 Penalty: 50824.945312
Iteration 256Q: 16 clusters Score -1.160863e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175869 members 
Mstep: Class 3 contains 8865 members 
Mstep: Class 4 contains 174634 members 
Mstep: Class 5 contains 13947 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6630 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164080 members 
Mstep: Class 11 contains 36201 members 
Mstep: Class 12 contains 11779 members 
Mstep: Class 13 contains 182143 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40440 members 
Mstep: Class 17 contains 40352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086456.000000 Penalty: 50824.945312
Iteration 257Q: 16 clusters Score -1.160865e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175902 members 
Mstep: Class 3 contains 8863 members 
Mstep: Class 4 contains 174592 members 
Mstep: Class 5 contains 13947 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6630 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164090 members 
Mstep: Class 11 contains 36197 members 
Mstep: Class 12 contains 11776 members 
Mstep: Class 13 contains 182136 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40453 members 
Mstep: Class 17 contains 40354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086376.000000 Penalty: 50824.945312
Iteration 258Q: 16 clusters Score -1.160864e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175931 members 
Mstep: Class 3 contains 8861 members 
Mstep: Class 4 contains 174552 members 
Mstep: Class 5 contains 13947 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6628 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164104 members 
Mstep: Class 11 contains 36201 members 
Mstep: Class 12 contains 11773 members 
Mstep: Class 13 contains 182124 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40461 members 
Mstep: Class 17 contains 40358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086216.000000 Penalty: 50824.945312
Iteration 259Q: 16 clusters Score -1.160862e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175948 members 
Mstep: Class 3 contains 8859 members 
Mstep: Class 4 contains 174519 members 
Mstep: Class 5 contains 13941 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6627 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164109 members 
Mstep: Class 11 contains 36203 members 
Mstep: Class 12 contains 11773 members 
Mstep: Class 13 contains 182134 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40467 members 
Mstep: Class 17 contains 40360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086416.000000 Penalty: 50824.945312
Iteration 260F: 16 clusters Score -1.160864e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175971 members 
Mstep: Class 3 contains 8858 members 
Mstep: Class 4 contains 174490 members 
Mstep: Class 5 contains 13939 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6632 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164101 members 
Mstep: Class 11 contains 36201 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 182137 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40477 members 
Mstep: Class 17 contains 40359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086336.000000 Penalty: 50824.945312
Iteration 261Q: 16 clusters Score -1.160863e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175979 members 
Mstep: Class 3 contains 8857 members 
Mstep: Class 4 contains 174483 members 
Mstep: Class 5 contains 13934 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6640 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164095 members 
Mstep: Class 11 contains 36191 members 
Mstep: Class 12 contains 11772 members 
Mstep: Class 13 contains 182155 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40479 members 
Mstep: Class 17 contains 40355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086360.000000 Penalty: 50824.945312
Iteration 262Q: 16 clusters Score -1.160864e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176011 members 
Mstep: Class 3 contains 8856 members 
Mstep: Class 4 contains 174455 members 
Mstep: Class 5 contains 13926 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6649 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164094 members 
Mstep: Class 11 contains 36187 members 
Mstep: Class 12 contains 11771 members 
Mstep: Class 13 contains 182160 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40476 members 
Mstep: Class 17 contains 40355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086336.000000 Penalty: 50824.945312
Iteration 263Q: 16 clusters Score -1.160863e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176012 members 
Mstep: Class 3 contains 8856 members 
Mstep: Class 4 contains 174430 members 
Mstep: Class 5 contains 13924 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6653 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164102 members 
Mstep: Class 11 contains 36193 members 
Mstep: Class 12 contains 11768 members 
Mstep: Class 13 contains 182163 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40485 members 
Mstep: Class 17 contains 40354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086344.000000 Penalty: 50824.945312
Iteration 264Q: 16 clusters Score -1.160863e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176005 members 
Mstep: Class 3 contains 8856 members 
Mstep: Class 4 contains 174400 members 
Mstep: Class 5 contains 13920 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6653 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164126 members 
Mstep: Class 11 contains 36195 members 
Mstep: Class 12 contains 11767 members 
Mstep: Class 13 contains 182169 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40493 members 
Mstep: Class 17 contains 40356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086392.000000 Penalty: 50824.945312
Iteration 265Q: 16 clusters Score -1.160864e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176008 members 
Mstep: Class 3 contains 8856 members 
Mstep: Class 4 contains 174384 members 
Mstep: Class 5 contains 13922 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6653 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164128 members 
Mstep: Class 11 contains 36196 members 
Mstep: Class 12 contains 11765 members 
Mstep: Class 13 contains 182176 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40494 members 
Mstep: Class 17 contains 40358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086384.000000 Penalty: 50824.945312
Iteration 266Q: 16 clusters Score -1.160864e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176024 members 
Mstep: Class 3 contains 8856 members 
Mstep: Class 4 contains 174360 members 
Mstep: Class 5 contains 13921 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6653 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164132 members 
Mstep: Class 11 contains 36195 members 
Mstep: Class 12 contains 11767 members 
Mstep: Class 13 contains 182183 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40495 members 
Mstep: Class 17 contains 40354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086344.000000 Penalty: 50824.945312
Iteration 267Q: 16 clusters Score -1.160863e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176040 members 
Mstep: Class 3 contains 8856 members 
Mstep: Class 4 contains 174337 members 
Mstep: Class 5 contains 13921 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6652 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164141 members 
Mstep: Class 11 contains 36194 members 
Mstep: Class 12 contains 11766 members 
Mstep: Class 13 contains 182184 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40497 members 
Mstep: Class 17 contains 40352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086320.000000 Penalty: 50824.945312
Iteration 268Q: 16 clusters Score -1.160863e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176053 members 
Mstep: Class 3 contains 8855 members 
Mstep: Class 4 contains 174305 members 
Mstep: Class 5 contains 13921 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6653 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164146 members 
Mstep: Class 11 contains 36195 members 
Mstep: Class 12 contains 11766 members 
Mstep: Class 13 contains 182193 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40501 members 
Mstep: Class 17 contains 40352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086480.000000 Penalty: 50824.945312
Iteration 269Q: 16 clusters Score -1.160865e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176071 members 
Mstep: Class 3 contains 8854 members 
Mstep: Class 4 contains 174284 members 
Mstep: Class 5 contains 13921 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6655 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164146 members 
Mstep: Class 11 contains 36195 members 
Mstep: Class 12 contains 11765 members 
Mstep: Class 13 contains 182193 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40503 members 
Mstep: Class 17 contains 40353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086440.000000 Penalty: 50824.945312
Iteration 270Q: 16 clusters Score -1.160864e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176088 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 174263 members 
Mstep: Class 5 contains 13916 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6658 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164159 members 
Mstep: Class 11 contains 36190 members 
Mstep: Class 12 contains 11765 members 
Mstep: Class 13 contains 182191 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40508 members 
Mstep: Class 17 contains 40349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086464.000000 Penalty: 50824.945312
Iteration 271Q: 16 clusters Score -1.160865e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176086 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 174247 members 
Mstep: Class 5 contains 13911 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6661 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164165 members 
Mstep: Class 11 contains 36192 members 
Mstep: Class 12 contains 11765 members 
Mstep: Class 13 contains 182202 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40510 members 
Mstep: Class 17 contains 40348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086408.000000 Penalty: 50824.945312
Iteration 272Q: 16 clusters Score -1.160864e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176097 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 174225 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164178 members 
Mstep: Class 11 contains 36188 members 
Mstep: Class 12 contains 11764 members 
Mstep: Class 13 contains 182204 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40513 members 
Mstep: Class 17 contains 40347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086464.000000 Penalty: 50824.945312
Iteration 273Q: 16 clusters Score -1.160865e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176110 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 174192 members 
Mstep: Class 5 contains 13909 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164190 members 
Mstep: Class 11 contains 36187 members 
Mstep: Class 12 contains 11765 members 
Mstep: Class 13 contains 182210 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40517 members 
Mstep: Class 17 contains 40344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086424.000000 Penalty: 50824.945312
Iteration 274Q: 16 clusters Score -1.160864e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176122 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 174167 members 
Mstep: Class 5 contains 13909 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164198 members 
Mstep: Class 11 contains 36185 members 
Mstep: Class 12 contains 11765 members 
Mstep: Class 13 contains 182215 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40521 members 
Mstep: Class 17 contains 40340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086456.000000 Penalty: 50824.945312
Iteration 275Q: 16 clusters Score -1.160865e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176141 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 174151 members 
Mstep: Class 5 contains 13906 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164202 members 
Mstep: Class 11 contains 36185 members 
Mstep: Class 12 contains 11766 members 
Mstep: Class 13 contains 182214 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40519 members 
Mstep: Class 17 contains 40338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086328.000000 Penalty: 50824.945312
Iteration 276Q: 16 clusters Score -1.160863e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176150 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 174130 members 
Mstep: Class 5 contains 13905 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164205 members 
Mstep: Class 11 contains 36182 members 
Mstep: Class 12 contains 11768 members 
Mstep: Class 13 contains 182222 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40522 members 
Mstep: Class 17 contains 40338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086320.000000 Penalty: 50824.945312
Iteration 277Q: 16 clusters Score -1.160863e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176159 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 174111 members 
Mstep: Class 5 contains 13903 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164213 members 
Mstep: Class 11 contains 36182 members 
Mstep: Class 12 contains 11768 members 
Mstep: Class 13 contains 182225 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40523 members 
Mstep: Class 17 contains 40338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086368.000000 Penalty: 50824.945312
Iteration 278Q: 16 clusters Score -1.160864e+08 nChanged 61
Entering ConstructFrom: 
Score: -116086368.000000 Penalty: 50824.945312
Entering ConstructFrom: 
Trying to split cluster 1 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
Score: -120473.929688 Penalty: 1698.568481
	Iteration 0F: 2 clusters Score -120473.9 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 478 members 
Entering Unmasked Estep 
Score: -118584.304688 Penalty: 3397.136963
	Iteration 0F: 3 clusters Score -118584.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -118861.890625 Penalty: 3397.136963
	Iteration 1F: 3 clusters Score -118861.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -118944.320312 Penalty: 3397.136963
	Iteration 2F: 3 clusters Score -118944.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -118996.125000 Penalty: 3397.136963
	Iteration 3Q: 3 clusters Score -118996.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -119020.257812 Penalty: 3397.136963
	Iteration 4Q: 3 clusters Score -119020.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -119038.664062 Penalty: 3397.136963
	Iteration 5Q: 3 clusters Score -119038.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -119051.750000 Penalty: 3397.136963
	Iteration 6Q: 3 clusters Score -119051.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -119064.859375 Penalty: 3397.136963
	Iteration 7Q: 3 clusters Score -119064.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -119075.375000 Penalty: 3397.136963
	Iteration 8Q: 3 clusters Score -119075.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -119082.023438 Penalty: 3397.136963
	Iteration 9Q: 3 clusters Score -119082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -119089.125000 Penalty: 3397.136963
	Iteration 10Q: 3 clusters Score -119089.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -119096.593750 Penalty: 3397.136963
	Iteration 11Q: 3 clusters Score -119096.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -119108.578125 Penalty: 3397.136963
	Iteration 12Q: 3 clusters Score -119108.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -119123.296875 Penalty: 3397.136963
	Iteration 13Q: 3 clusters Score -119123.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -119134.226562 Penalty: 3397.136963
	Iteration 14Q: 3 clusters Score -119134.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -119143.304688 Penalty: 3397.136963
	Iteration 15Q: 3 clusters Score -119143.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -119148.945312 Penalty: 3397.136963
	Iteration 16Q: 3 clusters Score -119148.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -119166.765625 Penalty: 3397.136963
	Iteration 17Q: 3 clusters Score -119166.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -119183.562500 Penalty: 3397.136963
	Iteration 18Q: 3 clusters Score -119183.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -119197.679688 Penalty: 3397.136963
	Iteration 19Q: 3 clusters Score -119197.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -119205.890625 Penalty: 3397.136963
	Iteration 20F: 3 clusters Score -119205.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -119223.234375 Penalty: 3397.136963
	Iteration 21Q: 3 clusters Score -119223.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -119245.109375 Penalty: 3397.136963
	Iteration 22Q: 3 clusters Score -119245.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -119255.421875 Penalty: 3397.136963
	Iteration 23Q: 3 clusters Score -119255.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -119269.578125 Penalty: 3397.136963
	Iteration 24Q: 3 clusters Score -119269.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -119276.320312 Penalty: 3397.136963
	Iteration 25Q: 3 clusters Score -119276.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -119288.367188 Penalty: 3397.136963
	Iteration 26Q: 3 clusters Score -119288.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -119311.632812 Penalty: 3397.136963
	Iteration 27Q: 3 clusters Score -119311.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -119334.390625 Penalty: 3397.136963
	Iteration 28Q: 3 clusters Score -119334.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -119353.218750 Penalty: 3397.136963
	Iteration 29Q: 3 clusters Score -119353.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -119381.976562 Penalty: 3397.136963
	Iteration 30Q: 3 clusters Score -119382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -119394.421875 Penalty: 3397.136963
	Iteration 31Q: 3 clusters Score -119394.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -119402.429688 Penalty: 3397.136963
	Iteration 32Q: 3 clusters Score -119402.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -119425.054688 Penalty: 3397.136963
	Iteration 33Q: 3 clusters Score -119425.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -119445.742188 Penalty: 3397.136963
	Iteration 34Q: 3 clusters Score -119445.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -119462.328125 Penalty: 3397.136963
	Iteration 35Q: 3 clusters Score -119462.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -119491.250000 Penalty: 3397.136963
	Iteration 36Q: 3 clusters Score -119491.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -119516.703125 Penalty: 3397.136963
	Iteration 37Q: 3 clusters Score -119516.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -119534.226562 Penalty: 3397.136963
	Iteration 38Q: 3 clusters Score -119534.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -119549.671875 Penalty: 3397.136963
	Iteration 39Q: 3 clusters Score -119549.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -119564.734375 Penalty: 3397.136963
	Iteration 40F: 3 clusters Score -119564.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -119576.132812 Penalty: 3397.136963
	Iteration 41Q: 3 clusters Score -119576.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -119580.257812 Penalty: 3397.136963
	Iteration 42Q: 3 clusters Score -119580.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -119598.812500 Penalty: 3397.136963
	Iteration 43Q: 3 clusters Score -119598.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -119611.609375 Penalty: 3397.136963
	Iteration 44Q: 3 clusters Score -119611.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -119621.140625 Penalty: 3397.136963
	Iteration 45Q: 3 clusters Score -119621.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -119631.054688 Penalty: 3397.136963
	Iteration 46Q: 3 clusters Score -119631.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -119641.656250 Penalty: 3397.136963
	Iteration 47Q: 3 clusters Score -119641.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -119645.382812 Penalty: 3397.136963
	Iteration 48Q: 3 clusters Score -119645.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -119650.851562 Penalty: 3397.136963
	Iteration 49Q: 3 clusters Score -119650.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -119653.414062 Penalty: 3397.136963
	Iteration 50Q: 3 clusters Score -119653.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -119654.093750 Penalty: 3397.136963
	Iteration 51Q: 3 clusters Score -119654.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -119654.093750 Penalty: 3397.136963
	Iteration 52F: 3 clusters Score -119654.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (176179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176179 members 
Entering Unmasked Estep 
Score: -24195806.000000 Penalty: 2995.655518
	Iteration 0F: 2 clusters Score -2.419581e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88140 members 
Mstep: Class 2 contains 88039 members 
Entering Unmasked Estep 
Score: -24080670.000000 Penalty: 5991.311035
	Iteration 0F: 3 clusters Score -2.408067e+07 nChanged 84638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89976 members 
Mstep: Class 2 contains 86203 members 
Entering Unmasked Estep 
Score: -24130010.000000 Penalty: 5991.311035
	Iteration 1F: 3 clusters Score -2.413001e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91263 members 
Mstep: Class 2 contains 84916 members 
Entering Unmasked Estep 
Score: -24131158.000000 Penalty: 5991.311035
	Iteration 2Q: 3 clusters Score -2.413116e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93219 members 
Mstep: Class 2 contains 82960 members 
Entering Unmasked Estep 
Score: -24132648.000000 Penalty: 5991.311035
	Iteration 3Q: 3 clusters Score -2.413265e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95960 members 
Mstep: Class 2 contains 80219 members 
Entering Unmasked Estep 
Score: -24134722.000000 Penalty: 5991.311035
	Iteration 4Q: 3 clusters Score -2.413472e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99957 members 
Mstep: Class 2 contains 76222 members 
Entering Unmasked Estep 
Score: -24137672.000000 Penalty: 5991.311035
	Iteration 5Q: 3 clusters Score -2.413767e+07 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105260 members 
Mstep: Class 2 contains 70919 members 
Entering Unmasked Estep 
Score: -24141760.000000 Penalty: 5991.311035
	Iteration 6Q: 3 clusters Score -2.414176e+07 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112150 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -24146812.000000 Penalty: 5991.311035
	Iteration 7F: 3 clusters Score -2.414681e+07 nChanged 10607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120281 members 
Mstep: Class 2 contains 55898 members 
Entering Unmasked Estep 
Score: -24153190.000000 Penalty: 5991.311035
	Iteration 8F: 3 clusters Score -2.415319e+07 nChanged 10745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129140 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -24160342.000000 Penalty: 5991.311035
	Iteration 9F: 3 clusters Score -2.416034e+07 nChanged 10195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138101 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -24168464.000000 Penalty: 5991.311035
	Iteration 10F: 3 clusters Score -2.416846e+07 nChanged 9059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146406 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -24175966.000000 Penalty: 5991.311035
	Iteration 11F: 3 clusters Score -2.417597e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153129 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -24181608.000000 Penalty: 5991.311035
	Iteration 12Q: 3 clusters Score -2.418161e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158309 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -24185264.000000 Penalty: 5991.311035
	Iteration 13Q: 3 clusters Score -2.418526e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162387 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -24187778.000000 Penalty: 5991.311035
	Iteration 14Q: 3 clusters Score -2.418778e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165578 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -24189628.000000 Penalty: 5991.311035
	Iteration 15Q: 3 clusters Score -2.418963e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168038 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -24190822.000000 Penalty: 5991.311035
	Iteration 16Q: 3 clusters Score -2.419082e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169896 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -24191742.000000 Penalty: 5991.311035
	Iteration 17Q: 3 clusters Score -2.419174e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171280 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -24192372.000000 Penalty: 5991.311035
	Iteration 18Q: 3 clusters Score -2.419237e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172313 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -24192782.000000 Penalty: 5991.311035
	Iteration 19Q: 3 clusters Score -2.419278e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173048 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -24193052.000000 Penalty: 5991.311035
	Iteration 20F: 3 clusters Score -2.419305e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173562 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -24193196.000000 Penalty: 5991.311035
	Iteration 21Q: 3 clusters Score -2.41932e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173951 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -24193358.000000 Penalty: 5991.311035
	Iteration 22Q: 3 clusters Score -2.419336e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174223 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -24193480.000000 Penalty: 5991.311035
	Iteration 23Q: 3 clusters Score -2.419348e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174408 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -24193524.000000 Penalty: 5991.311035
	Iteration 24Q: 3 clusters Score -2.419352e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174545 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -24193592.000000 Penalty: 5991.311035
	Iteration 25Q: 3 clusters Score -2.419359e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174664 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -24193642.000000 Penalty: 5991.311035
	Iteration 26Q: 3 clusters Score -2.419364e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174744 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -24193704.000000 Penalty: 5991.311035
	Iteration 27Q: 3 clusters Score -2.41937e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174808 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -24193712.000000 Penalty: 5991.311035
	Iteration 28Q: 3 clusters Score -2.419371e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174860 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -24193762.000000 Penalty: 5991.311035
	Iteration 29Q: 3 clusters Score -2.419376e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174894 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -24193732.000000 Penalty: 5991.311035
	Iteration 30Q: 3 clusters Score -2.419373e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174934 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -24193802.000000 Penalty: 5991.311035
	Iteration 31Q: 3 clusters Score -2.41938e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174951 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -24193806.000000 Penalty: 5991.311035
	Iteration 32Q: 3 clusters Score -2.419381e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174980 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -24193830.000000 Penalty: 5991.311035
	Iteration 33Q: 3 clusters Score -2.419383e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174998 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -24193822.000000 Penalty: 5991.311035
	Iteration 34Q: 3 clusters Score -2.419382e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175012 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -24193824.000000 Penalty: 5991.311035
	Iteration 35Q: 3 clusters Score -2.419382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175021 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -24193850.000000 Penalty: 5991.311035
	Iteration 36Q: 3 clusters Score -2.419385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175031 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -24193832.000000 Penalty: 5991.311035
	Iteration 37Q: 3 clusters Score -2.419383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175031 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -24193822.000000 Penalty: 5991.311035
	Iteration 38Q: 3 clusters Score -2.419382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175034 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -24193824.000000 Penalty: 5991.311035
	Iteration 39Q: 3 clusters Score -2.419382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175034 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -24193832.000000 Penalty: 5991.311035
	Iteration 40F: 3 clusters Score -2.419383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175034 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -24193836.000000 Penalty: 5991.311035
	Iteration 41Q: 3 clusters Score -2.419384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175036 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -24193832.000000 Penalty: 5991.311035
	Iteration 42Q: 3 clusters Score -2.419383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175037 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -24193840.000000 Penalty: 5991.311035
	Iteration 43Q: 3 clusters Score -2.419384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175037 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -24193834.000000 Penalty: 5991.311035
	Iteration 44Q: 3 clusters Score -2.419383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175039 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -24193822.000000 Penalty: 5991.311035
	Iteration 45Q: 3 clusters Score -2.419382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175039 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -24193850.000000 Penalty: 5991.311035
	Iteration 46Q: 3 clusters Score -2.419385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175039 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -24193850.000000 Penalty: 5991.311035
	Iteration 47F: 3 clusters Score -2.419385e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Entering Unmasked Estep 
Score: -1171708.500000 Penalty: 2253.950928
	Iteration 0F: 2 clusters Score -1171708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1164729.625000 Penalty: 4507.901855
	Iteration 0F: 3 clusters Score -1164730 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1166821.125000 Penalty: 4507.901855
	Iteration 1F: 3 clusters Score -1166821 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1167395.750000 Penalty: 4507.901855
	Iteration 2F: 3 clusters Score -1167396 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1168130.000000 Penalty: 4507.901855
	Iteration 3F: 3 clusters Score -1168130 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1168930.625000 Penalty: 4507.901855
	Iteration 4F: 3 clusters Score -1168931 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1169619.125000 Penalty: 4507.901855
	Iteration 5F: 3 clusters Score -1169619 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1170105.375000 Penalty: 4507.901855
	Iteration 6F: 3 clusters Score -1170105 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1170394.750000 Penalty: 4507.901855
	Iteration 7Q: 3 clusters Score -1170395 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1170534.375000 Penalty: 4507.901855
	Iteration 8Q: 3 clusters Score -1170534 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1170599.250000 Penalty: 4507.901855
	Iteration 9Q: 3 clusters Score -1170599 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1170633.125000 Penalty: 4507.901855
	Iteration 10Q: 3 clusters Score -1170633 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1170653.875000 Penalty: 4507.901855
	Iteration 11Q: 3 clusters Score -1170654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1170667.000000 Penalty: 4507.901855
	Iteration 12Q: 3 clusters Score -1170667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1170672.625000 Penalty: 4507.901855
	Iteration 13Q: 3 clusters Score -1170673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1170676.625000 Penalty: 4507.901855
	Iteration 14Q: 3 clusters Score -1170677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1170678.250000 Penalty: 4507.901855
	Iteration 15Q: 3 clusters Score -1170678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1170679.750000 Penalty: 4507.901855
	Iteration 16Q: 3 clusters Score -1170680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1170680.625000 Penalty: 4507.901855
	Iteration 17Q: 3 clusters Score -1170681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1170679.875000 Penalty: 4507.901855
	Iteration 18Q: 3 clusters Score -1170680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1170681.875000 Penalty: 4507.901855
	Iteration 19Q: 3 clusters Score -1170682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1170682.875000 Penalty: 4507.901855
	Iteration 20F: 3 clusters Score -1170683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1170683.875000 Penalty: 4507.901855
	Iteration 21Q: 3 clusters Score -1170684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1170683.625000 Penalty: 4507.901855
	Iteration 22Q: 3 clusters Score -1170684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1170683.625000 Penalty: 4507.901855
	Iteration 23F: 3 clusters Score -1170684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (174091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174091 members 
Entering Unmasked Estep 
Score: -23971664.000000 Penalty: 2992.698730
	Iteration 0F: 2 clusters Score -2.397166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87012 members 
Mstep: Class 2 contains 87079 members 
Entering Unmasked Estep 
Score: -23858306.000000 Penalty: 5985.397461
	Iteration 0F: 3 clusters Score -2.385831e+07 nChanged 83538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87402 members 
Mstep: Class 2 contains 86689 members 
Entering Unmasked Estep 
Score: -23907542.000000 Penalty: 5985.397461
	Iteration 1F: 3 clusters Score -2.390754e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87640 members 
Mstep: Class 2 contains 86451 members 
Entering Unmasked Estep 
Score: -23908824.000000 Penalty: 5985.397461
	Iteration 2Q: 3 clusters Score -2.390882e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88166 members 
Mstep: Class 2 contains 85925 members 
Entering Unmasked Estep 
Score: -23910458.000000 Penalty: 5985.397461
	Iteration 3Q: 3 clusters Score -2.391046e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88879 members 
Mstep: Class 2 contains 85212 members 
Entering Unmasked Estep 
Score: -23912566.000000 Penalty: 5985.397461
	Iteration 4Q: 3 clusters Score -2.391257e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90129 members 
Mstep: Class 2 contains 83962 members 
Entering Unmasked Estep 
Score: -23915646.000000 Penalty: 5985.397461
	Iteration 5Q: 3 clusters Score -2.391565e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91906 members 
Mstep: Class 2 contains 82185 members 
Entering Unmasked Estep 
Score: -23920144.000000 Penalty: 5985.397461
	Iteration 6Q: 3 clusters Score -2.392014e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94409 members 
Mstep: Class 2 contains 79682 members 
Entering Unmasked Estep 
Score: -23926884.000000 Penalty: 5985.397461
	Iteration 7F: 3 clusters Score -2.392688e+07 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97365 members 
Mstep: Class 2 contains 76726 members 
Entering Unmasked Estep 
Score: -23935524.000000 Penalty: 5985.397461
	Iteration 8F: 3 clusters Score -2.393552e+07 nChanged 11203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100048 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -23943588.000000 Penalty: 5985.397461
	Iteration 9F: 3 clusters Score -2.394359e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102031 members 
Mstep: Class 2 contains 72060 members 
Entering Unmasked Estep 
Score: -23948084.000000 Penalty: 5985.397461
	Iteration 10F: 3 clusters Score -2.394808e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103668 members 
Mstep: Class 2 contains 70423 members 
Entering Unmasked Estep 
Score: -23949466.000000 Penalty: 5985.397461
	Iteration 11Q: 3 clusters Score -2.394947e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105174 members 
Mstep: Class 2 contains 68917 members 
Entering Unmasked Estep 
Score: -23950448.000000 Penalty: 5985.397461
	Iteration 12Q: 3 clusters Score -2.395045e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106637 members 
Mstep: Class 2 contains 67454 members 
Entering Unmasked Estep 
Score: -23951144.000000 Penalty: 5985.397461
	Iteration 13Q: 3 clusters Score -2.395114e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108081 members 
Mstep: Class 2 contains 66010 members 
Entering Unmasked Estep 
Score: -23951896.000000 Penalty: 5985.397461
	Iteration 14Q: 3 clusters Score -2.39519e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109511 members 
Mstep: Class 2 contains 64580 members 
Entering Unmasked Estep 
Score: -23952564.000000 Penalty: 5985.397461
	Iteration 15Q: 3 clusters Score -2.395256e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110930 members 
Mstep: Class 2 contains 63161 members 
Entering Unmasked Estep 
Score: -23953152.000000 Penalty: 5985.397461
	Iteration 16Q: 3 clusters Score -2.395315e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112289 members 
Mstep: Class 2 contains 61802 members 
Entering Unmasked Estep 
Score: -23953638.000000 Penalty: 5985.397461
	Iteration 17Q: 3 clusters Score -2.395364e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113637 members 
Mstep: Class 2 contains 60454 members 
Entering Unmasked Estep 
Score: -23954196.000000 Penalty: 5985.397461
	Iteration 18Q: 3 clusters Score -2.39542e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114991 members 
Mstep: Class 2 contains 59100 members 
Entering Unmasked Estep 
Score: -23954748.000000 Penalty: 5985.397461
	Iteration 19Q: 3 clusters Score -2.395475e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116366 members 
Mstep: Class 2 contains 57725 members 
Entering Unmasked Estep 
Score: -23955238.000000 Penalty: 5985.397461
	Iteration 20F: 3 clusters Score -2.395524e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117848 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -23955726.000000 Penalty: 5985.397461
	Iteration 21Q: 3 clusters Score -2.395573e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119392 members 
Mstep: Class 2 contains 54699 members 
Entering Unmasked Estep 
Score: -23956204.000000 Penalty: 5985.397461
	Iteration 22Q: 3 clusters Score -2.39562e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120982 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -23956612.000000 Penalty: 5985.397461
	Iteration 23Q: 3 clusters Score -2.395661e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122635 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -23957196.000000 Penalty: 5985.397461
	Iteration 24Q: 3 clusters Score -2.39572e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124351 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -23957850.000000 Penalty: 5985.397461
	Iteration 25Q: 3 clusters Score -2.395785e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125945 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -23958398.000000 Penalty: 5985.397461
	Iteration 26Q: 3 clusters Score -2.39584e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127580 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -23958720.000000 Penalty: 5985.397461
	Iteration 27Q: 3 clusters Score -2.395872e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129202 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -23959302.000000 Penalty: 5985.397461
	Iteration 28Q: 3 clusters Score -2.39593e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130779 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -23959688.000000 Penalty: 5985.397461
	Iteration 29Q: 3 clusters Score -2.395969e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132381 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -23960124.000000 Penalty: 5985.397461
	Iteration 30Q: 3 clusters Score -2.396012e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134034 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -23960740.000000 Penalty: 5985.397461
	Iteration 31Q: 3 clusters Score -2.396074e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135744 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -23961214.000000 Penalty: 5985.397461
	Iteration 32Q: 3 clusters Score -2.396121e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137513 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -23961518.000000 Penalty: 5985.397461
	Iteration 33Q: 3 clusters Score -2.396152e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139261 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -23961954.000000 Penalty: 5985.397461
	Iteration 34Q: 3 clusters Score -2.396195e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140964 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -23962328.000000 Penalty: 5985.397461
	Iteration 35Q: 3 clusters Score -2.396233e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142715 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -23962838.000000 Penalty: 5985.397461
	Iteration 36Q: 3 clusters Score -2.396284e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144477 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -23963384.000000 Penalty: 5985.397461
	Iteration 37Q: 3 clusters Score -2.396338e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146322 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -23963986.000000 Penalty: 5985.397461
	Iteration 38Q: 3 clusters Score -2.396399e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148224 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -23964676.000000 Penalty: 5985.397461
	Iteration 39Q: 3 clusters Score -2.396468e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150169 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -23965380.000000 Penalty: 5985.397461
	Iteration 40F: 3 clusters Score -2.396538e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152108 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -23966056.000000 Penalty: 5985.397461
	Iteration 41Q: 3 clusters Score -2.396606e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154031 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -23966424.000000 Penalty: 5985.397461
	Iteration 42Q: 3 clusters Score -2.396642e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155863 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -23966950.000000 Penalty: 5985.397461
	Iteration 43Q: 3 clusters Score -2.396695e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157600 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -23967458.000000 Penalty: 5985.397461
	Iteration 44Q: 3 clusters Score -2.396746e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159202 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -23967824.000000 Penalty: 5985.397461
	Iteration 45Q: 3 clusters Score -2.396782e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160674 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -23968236.000000 Penalty: 5985.397461
	Iteration 46Q: 3 clusters Score -2.396824e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161923 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -23968528.000000 Penalty: 5985.397461
	Iteration 47Q: 3 clusters Score -2.396853e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163085 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -23968776.000000 Penalty: 5985.397461
	Iteration 48Q: 3 clusters Score -2.396878e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164114 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -23968986.000000 Penalty: 5985.397461
	Iteration 49Q: 3 clusters Score -2.396899e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165028 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -23969110.000000 Penalty: 5985.397461
	Iteration 50Q: 3 clusters Score -2.396911e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165843 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -23969346.000000 Penalty: 5985.397461
	Iteration 51Q: 3 clusters Score -2.396935e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166542 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -23969490.000000 Penalty: 5985.397461
	Iteration 52Q: 3 clusters Score -2.396949e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167189 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -23969568.000000 Penalty: 5985.397461
	Iteration 53Q: 3 clusters Score -2.396957e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167767 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -23969746.000000 Penalty: 5985.397461
	Iteration 54Q: 3 clusters Score -2.396975e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168245 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -23969844.000000 Penalty: 5985.397461
	Iteration 55Q: 3 clusters Score -2.396984e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168662 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -23969882.000000 Penalty: 5985.397461
	Iteration 56Q: 3 clusters Score -2.396988e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169019 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -23969878.000000 Penalty: 5985.397461
	Iteration 57Q: 3 clusters Score -2.396988e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169325 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -23969906.000000 Penalty: 5985.397461
	Iteration 58Q: 3 clusters Score -2.396991e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169592 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -23969918.000000 Penalty: 5985.397461
	Iteration 59Q: 3 clusters Score -2.396992e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169822 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -23969986.000000 Penalty: 5985.397461
	Iteration 60F: 3 clusters Score -2.396999e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170006 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -23969976.000000 Penalty: 5985.397461
	Iteration 61Q: 3 clusters Score -2.396998e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170173 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -23969906.000000 Penalty: 5985.397461
	Iteration 62Q: 3 clusters Score -2.396991e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170336 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -23969922.000000 Penalty: 5985.397461
	Iteration 63Q: 3 clusters Score -2.396992e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170456 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -23969940.000000 Penalty: 5985.397461
	Iteration 64Q: 3 clusters Score -2.396994e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170555 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -23969978.000000 Penalty: 5985.397461
	Iteration 65Q: 3 clusters Score -2.396998e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170640 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -23970006.000000 Penalty: 5985.397461
	Iteration 66Q: 3 clusters Score -2.397001e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170711 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -23970002.000000 Penalty: 5985.397461
	Iteration 67Q: 3 clusters Score -2.397e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170766 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -23970008.000000 Penalty: 5985.397461
	Iteration 68Q: 3 clusters Score -2.397001e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170821 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -23969974.000000 Penalty: 5985.397461
	Iteration 69Q: 3 clusters Score -2.396997e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170867 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -23970038.000000 Penalty: 5985.397461
	Iteration 70Q: 3 clusters Score -2.397004e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170909 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -23969998.000000 Penalty: 5985.397461
	Iteration 71Q: 3 clusters Score -2.397e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170944 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -23970026.000000 Penalty: 5985.397461
	Iteration 72Q: 3 clusters Score -2.397003e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170985 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -23970006.000000 Penalty: 5985.397461
	Iteration 73Q: 3 clusters Score -2.397001e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171024 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -23970022.000000 Penalty: 5985.397461
	Iteration 74Q: 3 clusters Score -2.397002e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171065 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -23970046.000000 Penalty: 5985.397461
	Iteration 75Q: 3 clusters Score -2.397005e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171114 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -23970082.000000 Penalty: 5985.397461
	Iteration 76Q: 3 clusters Score -2.397008e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171163 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -23970064.000000 Penalty: 5985.397461
	Iteration 77Q: 3 clusters Score -2.397006e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171212 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -23970048.000000 Penalty: 5985.397461
	Iteration 78Q: 3 clusters Score -2.397005e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171256 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -23970092.000000 Penalty: 5985.397461
	Iteration 79Q: 3 clusters Score -2.397009e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171286 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -23970076.000000 Penalty: 5985.397461
	Iteration 80F: 3 clusters Score -2.397008e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171316 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -23970078.000000 Penalty: 5985.397461
	Iteration 81Q: 3 clusters Score -2.397008e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171346 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -23970092.000000 Penalty: 5985.397461
	Iteration 82Q: 3 clusters Score -2.397009e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171364 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -23970092.000000 Penalty: 5985.397461
	Iteration 83Q: 3 clusters Score -2.397009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171382 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -23970086.000000 Penalty: 5985.397461
	Iteration 84Q: 3 clusters Score -2.397009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171396 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -23970074.000000 Penalty: 5985.397461
	Iteration 85Q: 3 clusters Score -2.397007e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171416 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -23970068.000000 Penalty: 5985.397461
	Iteration 86Q: 3 clusters Score -2.397007e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171432 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -23970080.000000 Penalty: 5985.397461
	Iteration 87Q: 3 clusters Score -2.397008e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171450 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -23970102.000000 Penalty: 5985.397461
	Iteration 88Q: 3 clusters Score -2.39701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171458 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -23970086.000000 Penalty: 5985.397461
	Iteration 89Q: 3 clusters Score -2.397009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171466 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -23970086.000000 Penalty: 5985.397461
	Iteration 90Q: 3 clusters Score -2.397009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171470 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -23970084.000000 Penalty: 5985.397461
	Iteration 91Q: 3 clusters Score -2.397008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171476 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -23970084.000000 Penalty: 5985.397461
	Iteration 92Q: 3 clusters Score -2.397008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171478 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -23970088.000000 Penalty: 5985.397461
	Iteration 93Q: 3 clusters Score -2.397009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171479 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -23970086.000000 Penalty: 5985.397461
	Iteration 94Q: 3 clusters Score -2.397009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171480 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -23970082.000000 Penalty: 5985.397461
	Iteration 95Q: 3 clusters Score -2.397008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171480 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -23970082.000000 Penalty: 5985.397461
	Iteration 96F: 3 clusters Score -2.397008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Entering Unmasked Estep 
Score: -1882786.000000 Penalty: 2365.903320
	Iteration 0F: 2 clusters Score -1882786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1872568.125000 Penalty: 4731.806641
	Iteration 0F: 3 clusters Score -1872568 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1875693.375000 Penalty: 4731.806641
	Iteration 1F: 3 clusters Score -1875693 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1876008.250000 Penalty: 4731.806641
	Iteration 2F: 3 clusters Score -1876008 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1876228.500000 Penalty: 4731.806641
	Iteration 3Q: 3 clusters Score -1876228 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1876402.875000 Penalty: 4731.806641
	Iteration 4Q: 3 clusters Score -1876403 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1876562.125000 Penalty: 4731.806641
	Iteration 5Q: 3 clusters Score -1876562 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1876727.125000 Penalty: 4731.806641
	Iteration 6Q: 3 clusters Score -1876727 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1876893.250000 Penalty: 4731.806641
	Iteration 7Q: 3 clusters Score -1876893 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1877093.625000 Penalty: 4731.806641
	Iteration 8Q: 3 clusters Score -1877094 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1877346.125000 Penalty: 4731.806641
	Iteration 9Q: 3 clusters Score -1877346 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1877673.375000 Penalty: 4731.806641
	Iteration 10Q: 3 clusters Score -1877673 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1878009.625000 Penalty: 4731.806641
	Iteration 11Q: 3 clusters Score -1878010 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1878389.125000 Penalty: 4731.806641
	Iteration 12Q: 3 clusters Score -1878389 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1878769.875000 Penalty: 4731.806641
	Iteration 13Q: 3 clusters Score -1878770 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1879132.375000 Penalty: 4731.806641
	Iteration 14Q: 3 clusters Score -1879132 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1879469.750000 Penalty: 4731.806641
	Iteration 15Q: 3 clusters Score -1879470 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1879755.125000 Penalty: 4731.806641
	Iteration 16Q: 3 clusters Score -1879755 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1879994.750000 Penalty: 4731.806641
	Iteration 17Q: 3 clusters Score -1879995 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1880154.250000 Penalty: 4731.806641
	Iteration 18Q: 3 clusters Score -1880154 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1880289.125000 Penalty: 4731.806641
	Iteration 19Q: 3 clusters Score -1880289 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1880391.375000 Penalty: 4731.806641
	Iteration 20F: 3 clusters Score -1880391 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1880469.250000 Penalty: 4731.806641
	Iteration 21Q: 3 clusters Score -1880469 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1880533.750000 Penalty: 4731.806641
	Iteration 22Q: 3 clusters Score -1880534 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1880585.625000 Penalty: 4731.806641
	Iteration 23Q: 3 clusters Score -1880586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1880614.625000 Penalty: 4731.806641
	Iteration 24Q: 3 clusters Score -1880615 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1880634.875000 Penalty: 4731.806641
	Iteration 25Q: 3 clusters Score -1880635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1880654.500000 Penalty: 4731.806641
	Iteration 26Q: 3 clusters Score -1880654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1880672.625000 Penalty: 4731.806641
	Iteration 27Q: 3 clusters Score -1880673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1880685.625000 Penalty: 4731.806641
	Iteration 28Q: 3 clusters Score -1880686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1880696.625000 Penalty: 4731.806641
	Iteration 29Q: 3 clusters Score -1880697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1880707.000000 Penalty: 4731.806641
	Iteration 30Q: 3 clusters Score -1880707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1880720.875000 Penalty: 4731.806641
	Iteration 31Q: 3 clusters Score -1880721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1880733.625000 Penalty: 4731.806641
	Iteration 32Q: 3 clusters Score -1880734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1880741.375000 Penalty: 4731.806641
	Iteration 33Q: 3 clusters Score -1880741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1880747.500000 Penalty: 4731.806641
	Iteration 34Q: 3 clusters Score -1880748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1880755.750000 Penalty: 4731.806641
	Iteration 35Q: 3 clusters Score -1880756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1880770.875000 Penalty: 4731.806641
	Iteration 36Q: 3 clusters Score -1880771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1880780.875000 Penalty: 4731.806641
	Iteration 37Q: 3 clusters Score -1880781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1880787.000000 Penalty: 4731.806641
	Iteration 38Q: 3 clusters Score -1880787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1880790.250000 Penalty: 4731.806641
	Iteration 39Q: 3 clusters Score -1880790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1880794.125000 Penalty: 4731.806641
	Iteration 40F: 3 clusters Score -1880794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1880795.625000 Penalty: 4731.806641
	Iteration 41Q: 3 clusters Score -1880796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1880795.625000 Penalty: 4731.806641
	Iteration 42F: 3 clusters Score -1880796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -154075.859375 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -154075.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -152035.500000 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -152035.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -152341.359375 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -152341.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -152423.843750 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -152423.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -152483.437500 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -152483.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -152510.671875 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -152510.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -152532.078125 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -152532.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -152541.812500 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -152541.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -152549.015625 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -152549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -152556.000000 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -152556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -152559.250000 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -152559.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -152570.687500 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -152570.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -152583.640625 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -152583.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -152596.859375 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -152596.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -152608.859375 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -152608.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -152616.296875 Penalty: 3508.341797
	Iteration 14Q: 3 clusters Score -152616.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -152629.265625 Penalty: 3508.341797
	Iteration 15Q: 3 clusters Score -152629.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -152650.828125 Penalty: 3508.341797
	Iteration 16Q: 3 clusters Score -152650.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -152669.687500 Penalty: 3508.341797
	Iteration 17Q: 3 clusters Score -152669.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -152684.046875 Penalty: 3508.341797
	Iteration 18Q: 3 clusters Score -152684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -152704.453125 Penalty: 3508.341797
	Iteration 19Q: 3 clusters Score -152704.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -152729.718750 Penalty: 3508.341797
	Iteration 20F: 3 clusters Score -152729.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -152752.890625 Penalty: 3508.341797
	Iteration 21Q: 3 clusters Score -152752.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -152783.500000 Penalty: 3508.341797
	Iteration 22Q: 3 clusters Score -152783.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -152803.812500 Penalty: 3508.341797
	Iteration 23Q: 3 clusters Score -152803.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -152818.843750 Penalty: 3508.341797
	Iteration 24Q: 3 clusters Score -152818.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -152833.734375 Penalty: 3508.341797
	Iteration 25Q: 3 clusters Score -152833.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -152855.609375 Penalty: 3508.341797
	Iteration 26Q: 3 clusters Score -152855.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -152871.234375 Penalty: 3508.341797
	Iteration 27Q: 3 clusters Score -152871.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -152884.468750 Penalty: 3508.341797
	Iteration 28Q: 3 clusters Score -152884.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -152885.906250 Penalty: 3508.341797
	Iteration 29Q: 3 clusters Score -152885.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -152887.437500 Penalty: 3508.341797
	Iteration 30Q: 3 clusters Score -152887.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -152888.796875 Penalty: 3508.341797
	Iteration 31Q: 3 clusters Score -152888.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -152893.171875 Penalty: 3508.341797
	Iteration 32Q: 3 clusters Score -152893.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -152900.343750 Penalty: 3508.341797
	Iteration 33Q: 3 clusters Score -152900.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -152911.437500 Penalty: 3508.341797
	Iteration 34Q: 3 clusters Score -152911.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -152938.265625 Penalty: 3508.341797
	Iteration 35Q: 3 clusters Score -152938.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -152951.875000 Penalty: 3508.341797
	Iteration 36Q: 3 clusters Score -152951.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -152961.328125 Penalty: 3508.341797
	Iteration 37Q: 3 clusters Score -152961.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -152967.437500 Penalty: 3508.341797
	Iteration 38Q: 3 clusters Score -152967.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -152970.250000 Penalty: 3508.341797
	Iteration 39Q: 3 clusters Score -152970.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -152976.531250 Penalty: 3508.341797
	Iteration 40F: 3 clusters Score -152976.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -152983.812500 Penalty: 3508.341797
	Iteration 41Q: 3 clusters Score -152983.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -152991.796875 Penalty: 3508.341797
	Iteration 42Q: 3 clusters Score -152991.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -152998.546875 Penalty: 3508.341797
	Iteration 43Q: 3 clusters Score -152998.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -153004.890625 Penalty: 3508.341797
	Iteration 44Q: 3 clusters Score -153004.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -153011.546875 Penalty: 3508.341797
	Iteration 45Q: 3 clusters Score -153011.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -153017.375000 Penalty: 3508.341797
	Iteration 46Q: 3 clusters Score -153017.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -153023.734375 Penalty: 3508.341797
	Iteration 47Q: 3 clusters Score -153023.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -153028.078125 Penalty: 3508.341797
	Iteration 48Q: 3 clusters Score -153028.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -153036.359375 Penalty: 3508.341797
	Iteration 49Q: 3 clusters Score -153036.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -153044.390625 Penalty: 3508.341797
	Iteration 50Q: 3 clusters Score -153044.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -153050.578125 Penalty: 3508.341797
	Iteration 51Q: 3 clusters Score -153050.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -153054.468750 Penalty: 3508.341797
	Iteration 52Q: 3 clusters Score -153054.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -153058.609375 Penalty: 3508.341797
	Iteration 53Q: 3 clusters Score -153058.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -153059.296875 Penalty: 3508.341797
	Iteration 54Q: 3 clusters Score -153059.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -153062.437500 Penalty: 3508.341797
	Iteration 55Q: 3 clusters Score -153062.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -153066.765625 Penalty: 3508.341797
	Iteration 56Q: 3 clusters Score -153066.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -153077.062500 Penalty: 3508.341797
	Iteration 57Q: 3 clusters Score -153077.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -153087.609375 Penalty: 3508.341797
	Iteration 58Q: 3 clusters Score -153087.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -153095.078125 Penalty: 3508.341797
	Iteration 59Q: 3 clusters Score -153095.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -153097.750000 Penalty: 3508.341797
	Iteration 60F: 3 clusters Score -153097.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -153099.531250 Penalty: 3508.341797
	Iteration 61Q: 3 clusters Score -153099.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -153101.203125 Penalty: 3508.341797
	Iteration 62Q: 3 clusters Score -153101.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -153101.937500 Penalty: 3508.341797
	Iteration 63Q: 3 clusters Score -153101.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -153103.140625 Penalty: 3508.341797
	Iteration 64Q: 3 clusters Score -153103.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -153103.140625 Penalty: 3508.341797
	Iteration 65F: 3 clusters Score -153103.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Entering Unmasked Estep 
Score: -870349.687500 Penalty: 2183.547119
	Iteration 0F: 2 clusters Score -870349.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -864751.000000 Penalty: 4367.094238
	Iteration 0F: 3 clusters Score -864751 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -866130.687500 Penalty: 4367.094238
	Iteration 1F: 3 clusters Score -866130.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -866371.500000 Penalty: 4367.094238
	Iteration 2F: 3 clusters Score -866371.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -866544.937500 Penalty: 4367.094238
	Iteration 3F: 3 clusters Score -866544.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -866678.375000 Penalty: 4367.094238
	Iteration 4Q: 3 clusters Score -866678.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -866792.062500 Penalty: 4367.094238
	Iteration 5Q: 3 clusters Score -866792.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -866898.625000 Penalty: 4367.094238
	Iteration 6Q: 3 clusters Score -866898.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -866970.125000 Penalty: 4367.094238
	Iteration 7Q: 3 clusters Score -866970.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -867033.437500 Penalty: 4367.094238
	Iteration 8Q: 3 clusters Score -867033.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -867091.937500 Penalty: 4367.094238
	Iteration 9Q: 3 clusters Score -867091.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -867153.750000 Penalty: 4367.094238
	Iteration 10Q: 3 clusters Score -867153.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -867205.437500 Penalty: 4367.094238
	Iteration 11Q: 3 clusters Score -867205.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -867261.875000 Penalty: 4367.094238
	Iteration 12Q: 3 clusters Score -867261.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -867313.625000 Penalty: 4367.094238
	Iteration 13Q: 3 clusters Score -867313.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -867366.687500 Penalty: 4367.094238
	Iteration 14Q: 3 clusters Score -867366.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -867421.187500 Penalty: 4367.094238
	Iteration 15Q: 3 clusters Score -867421.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -867460.687500 Penalty: 4367.094238
	Iteration 16Q: 3 clusters Score -867460.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -867493.437500 Penalty: 4367.094238
	Iteration 17Q: 3 clusters Score -867493.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -867526.125000 Penalty: 4367.094238
	Iteration 18Q: 3 clusters Score -867526.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -867550.750000 Penalty: 4367.094238
	Iteration 19Q: 3 clusters Score -867550.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -867569.312500 Penalty: 4367.094238
	Iteration 20F: 3 clusters Score -867569.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -867589.437500 Penalty: 4367.094238
	Iteration 21Q: 3 clusters Score -867589.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -867611.625000 Penalty: 4367.094238
	Iteration 22Q: 3 clusters Score -867611.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -867634.875000 Penalty: 4367.094238
	Iteration 23Q: 3 clusters Score -867634.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -867656.500000 Penalty: 4367.094238
	Iteration 24Q: 3 clusters Score -867656.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -867678.250000 Penalty: 4367.094238
	Iteration 25Q: 3 clusters Score -867678.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -867698.375000 Penalty: 4367.094238
	Iteration 26Q: 3 clusters Score -867698.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -867719.312500 Penalty: 4367.094238
	Iteration 27Q: 3 clusters Score -867719.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -867734.812500 Penalty: 4367.094238
	Iteration 28Q: 3 clusters Score -867734.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -867748.875000 Penalty: 4367.094238
	Iteration 29Q: 3 clusters Score -867748.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -867761.187500 Penalty: 4367.094238
	Iteration 30Q: 3 clusters Score -867761.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -867767.687500 Penalty: 4367.094238
	Iteration 31Q: 3 clusters Score -867767.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -867774.937500 Penalty: 4367.094238
	Iteration 32Q: 3 clusters Score -867774.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -867780.750000 Penalty: 4367.094238
	Iteration 33Q: 3 clusters Score -867780.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -867787.875000 Penalty: 4367.094238
	Iteration 34Q: 3 clusters Score -867787.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -867796.687500 Penalty: 4367.094238
	Iteration 35Q: 3 clusters Score -867796.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -867795.187500 Penalty: 4367.094238
	Iteration 36Q: 3 clusters Score -867795.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -867804.875000 Penalty: 4367.094238
	Iteration 37Q: 3 clusters Score -867804.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -867813.125000 Penalty: 4367.094238
	Iteration 38Q: 3 clusters Score -867813.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -867823.875000 Penalty: 4367.094238
	Iteration 39Q: 3 clusters Score -867823.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -867835.625000 Penalty: 4367.094238
	Iteration 40F: 3 clusters Score -867835.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -867840.937500 Penalty: 4367.094238
	Iteration 41Q: 3 clusters Score -867840.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -867849.937500 Penalty: 4367.094238
	Iteration 42Q: 3 clusters Score -867849.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -867858.687500 Penalty: 4367.094238
	Iteration 43Q: 3 clusters Score -867858.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -867862.000000 Penalty: 4367.094238
	Iteration 44Q: 3 clusters Score -867862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -867866.562500 Penalty: 4367.094238
	Iteration 45Q: 3 clusters Score -867866.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -867869.750000 Penalty: 4367.094238
	Iteration 46Q: 3 clusters Score -867869.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -867872.437500 Penalty: 4367.094238
	Iteration 47Q: 3 clusters Score -867872.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -867874.875000 Penalty: 4367.094238
	Iteration 48Q: 3 clusters Score -867874.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -867875.500000 Penalty: 4367.094238
	Iteration 49Q: 3 clusters Score -867875.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -867879.187500 Penalty: 4367.094238
	Iteration 50Q: 3 clusters Score -867879.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -867879.375000 Penalty: 4367.094238
	Iteration 51Q: 3 clusters Score -867879.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -867880.000000 Penalty: 4367.094238
	Iteration 52Q: 3 clusters Score -867880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -867880.875000 Penalty: 4367.094238
	Iteration 53Q: 3 clusters Score -867880.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -867883.187500 Penalty: 4367.094238
	Iteration 54Q: 3 clusters Score -867883.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -867884.125000 Penalty: 4367.094238
	Iteration 55Q: 3 clusters Score -867884.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -867890.750000 Penalty: 4367.094238
	Iteration 56Q: 3 clusters Score -867890.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -867894.000000 Penalty: 4367.094238
	Iteration 57Q: 3 clusters Score -867894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -867900.937500 Penalty: 4367.094238
	Iteration 58Q: 3 clusters Score -867900.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -867905.062500 Penalty: 4367.094238
	Iteration 59Q: 3 clusters Score -867905.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -867906.375000 Penalty: 4367.094238
	Iteration 60F: 3 clusters Score -867906.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -867909.125000 Penalty: 4367.094238
	Iteration 61Q: 3 clusters Score -867909.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -867919.375000 Penalty: 4367.094238
	Iteration 62Q: 3 clusters Score -867919.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -867926.687500 Penalty: 4367.094238
	Iteration 63Q: 3 clusters Score -867926.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -867934.250000 Penalty: 4367.094238
	Iteration 64Q: 3 clusters Score -867934.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -867942.625000 Penalty: 4367.094238
	Iteration 65Q: 3 clusters Score -867942.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -867951.187500 Penalty: 4367.094238
	Iteration 66Q: 3 clusters Score -867951.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -867958.250000 Penalty: 4367.094238
	Iteration 67Q: 3 clusters Score -867958.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -867964.187500 Penalty: 4367.094238
	Iteration 68Q: 3 clusters Score -867964.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -867972.625000 Penalty: 4367.094238
	Iteration 69Q: 3 clusters Score -867972.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -867976.812500 Penalty: 4367.094238
	Iteration 70Q: 3 clusters Score -867976.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -867985.250000 Penalty: 4367.094238
	Iteration 71Q: 3 clusters Score -867985.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -867988.375000 Penalty: 4367.094238
	Iteration 72Q: 3 clusters Score -867988.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -867992.312500 Penalty: 4367.094238
	Iteration 73Q: 3 clusters Score -867992.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -867999.437500 Penalty: 4367.094238
	Iteration 74Q: 3 clusters Score -867999.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -868005.187500 Penalty: 4367.094238
	Iteration 75Q: 3 clusters Score -868005.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -868010.375000 Penalty: 4367.094238
	Iteration 76Q: 3 clusters Score -868010.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -868016.312500 Penalty: 4367.094238
	Iteration 77Q: 3 clusters Score -868016.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -868016.125000 Penalty: 4367.094238
	Iteration 78Q: 3 clusters Score -868016.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -868020.812500 Penalty: 4367.094238
	Iteration 79Q: 3 clusters Score -868020.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -868024.250000 Penalty: 4367.094238
	Iteration 80F: 3 clusters Score -868024.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -868025.500000 Penalty: 4367.094238
	Iteration 81Q: 3 clusters Score -868025.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -868027.500000 Penalty: 4367.094238
	Iteration 82Q: 3 clusters Score -868027.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -868028.187500 Penalty: 4367.094238
	Iteration 83Q: 3 clusters Score -868028.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -868030.812500 Penalty: 4367.094238
	Iteration 84Q: 3 clusters Score -868030.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -868032.812500 Penalty: 4367.094238
	Iteration 85Q: 3 clusters Score -868032.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -868032.750000 Penalty: 4367.094238
	Iteration 86Q: 3 clusters Score -868032.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -868032.750000 Penalty: 4367.094238
	Iteration 87Q: 3 clusters Score -868032.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -868033.687500 Penalty: 4367.094238
	Iteration 88Q: 3 clusters Score -868033.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -868033.687500 Penalty: 4367.094238
	Iteration 89F: 3 clusters Score -868033.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -58908.148438 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -58908.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57472.066406 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -57472.07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -57945.402344 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -57945.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -58357.882812 Penalty: 3098.068848
	Iteration 2F: 3 clusters Score -58357.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -58858.546875 Penalty: 3098.068848
	Iteration 3F: 3 clusters Score -58858.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59016.414062 Penalty: 3098.068848
	Iteration 4F: 3 clusters Score -59016.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59101.781250 Penalty: 3098.068848
	Iteration 5Q: 3 clusters Score -59101.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59145.574219 Penalty: 3098.068848
	Iteration 6Q: 3 clusters Score -59145.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59150.878906 Penalty: 3098.068848
	Iteration 7Q: 3 clusters Score -59150.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59150.878906 Penalty: 3098.068848
	Iteration 8F: 3 clusters Score -59150.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176179 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 174091 members 
Mstep: Class 5 contains 13904 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 219 members 
Mstep: Class 9 contains 164213 members 
Mstep: Class 10 contains 297 members 
Mstep: Class 11 contains 36182 members 
Mstep: Class 12 contains 11766 members 
Mstep: Class 13 contains 182225 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40525 members 
Mstep: Class 17 contains 40337 members 
Entering Unmasked Estep 
Score: -116084824.000000 Penalty: 54213.273438
Splitting cluster 8 changes total score from -116086368.000000 to -116084824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (164213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164213 members 
Entering Unmasked Estep 
Score: -22611344.000000 Penalty: 2978.212158
	Iteration 0F: 2 clusters Score -2.261134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81921 members 
Mstep: Class 2 contains 82292 members 
Entering Unmasked Estep 
Score: -22503552.000000 Penalty: 5956.424316
	Iteration 0F: 3 clusters Score -2.250355e+07 nChanged 78619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78612 members 
Mstep: Class 2 contains 85601 members 
Entering Unmasked Estep 
Score: -22548828.000000 Penalty: 5956.424316
	Iteration 1F: 3 clusters Score -2.254883e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76445 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -22549830.000000 Penalty: 5956.424316
	Iteration 2Q: 3 clusters Score -2.254983e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73127 members 
Mstep: Class 2 contains 91086 members 
Entering Unmasked Estep 
Score: -22551458.000000 Penalty: 5956.424316
	Iteration 3Q: 3 clusters Score -2.255146e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68040 members 
Mstep: Class 2 contains 96173 members 
Entering Unmasked Estep 
Score: -22553468.000000 Penalty: 5956.424316
	Iteration 4Q: 3 clusters Score -2.255347e+07 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60515 members 
Mstep: Class 2 contains 103698 members 
Entering Unmasked Estep 
Score: -22557660.000000 Penalty: 5956.424316
	Iteration 5F: 3 clusters Score -2.255766e+07 nChanged 11301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 114507 members 
Entering Unmasked Estep 
Score: -22565364.000000 Penalty: 5956.424316
	Iteration 6F: 3 clusters Score -2.256536e+07 nChanged 13994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 128199 members 
Entering Unmasked Estep 
Score: -22576896.000000 Penalty: 5956.424316
	Iteration 7F: 3 clusters Score -2.25769e+07 nChanged 14392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 142387 members 
Entering Unmasked Estep 
Score: -22591086.000000 Penalty: 5956.424316
	Iteration 8F: 3 clusters Score -2.259109e+07 nChanged 11178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 153501 members 
Entering Unmasked Estep 
Score: -22601868.000000 Penalty: 5956.424316
	Iteration 9F: 3 clusters Score -2.260187e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 159548 members 
Entering Unmasked Estep 
Score: -22607264.000000 Penalty: 5956.424316
	Iteration 10Q: 3 clusters Score -2.260726e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 161977 members 
Entering Unmasked Estep 
Score: -22609360.000000 Penalty: 5956.424316
	Iteration 11Q: 3 clusters Score -2.260936e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 162800 members 
Entering Unmasked Estep 
Score: -22610042.000000 Penalty: 5956.424316
	Iteration 12Q: 3 clusters Score -2.261004e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 163073 members 
Entering Unmasked Estep 
Score: -22610208.000000 Penalty: 5956.424316
	Iteration 13Q: 3 clusters Score -2.261021e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 163179 members 
Entering Unmasked Estep 
Score: -22610328.000000 Penalty: 5956.424316
	Iteration 14Q: 3 clusters Score -2.261033e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 163227 members 
Entering Unmasked Estep 
Score: -22610358.000000 Penalty: 5956.424316
	Iteration 15Q: 3 clusters Score -2.261036e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 163260 members 
Entering Unmasked Estep 
Score: -22610380.000000 Penalty: 5956.424316
	Iteration 16Q: 3 clusters Score -2.261038e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 163280 members 
Entering Unmasked Estep 
Score: -22610390.000000 Penalty: 5956.424316
	Iteration 17Q: 3 clusters Score -2.261039e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 163297 members 
Entering Unmasked Estep 
Score: -22610372.000000 Penalty: 5956.424316
	Iteration 18Q: 3 clusters Score -2.261037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 163302 members 
Entering Unmasked Estep 
Score: -22610378.000000 Penalty: 5956.424316
	Iteration 19Q: 3 clusters Score -2.261038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 163303 members 
Entering Unmasked Estep 
Score: -22610410.000000 Penalty: 5956.424316
	Iteration 20F: 3 clusters Score -2.261041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 163308 members 
Entering Unmasked Estep 
Score: -22610422.000000 Penalty: 5956.424316
	Iteration 21Q: 3 clusters Score -2.261042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 163309 members 
Entering Unmasked Estep 
Score: -22610418.000000 Penalty: 5956.424316
	Iteration 22Q: 3 clusters Score -2.261042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 163308 members 
Entering Unmasked Estep 
Score: -22610416.000000 Penalty: 5956.424316
	Iteration 23Q: 3 clusters Score -2.261042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 163311 members 
Entering Unmasked Estep 
Score: -22610416.000000 Penalty: 5956.424316
	Iteration 24Q: 3 clusters Score -2.261042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 163311 members 
Entering Unmasked Estep 
Score: -22610426.000000 Penalty: 5956.424316
	Iteration 25Q: 3 clusters Score -2.261043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 163310 members 
Entering Unmasked Estep 
Score: -22610420.000000 Penalty: 5956.424316
	Iteration 26Q: 3 clusters Score -2.261042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 163310 members 
Entering Unmasked Estep 
Score: -22610420.000000 Penalty: 5956.424316
	Iteration 27F: 3 clusters Score -2.261042e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Entering Unmasked Estep 
Score: -5035208.000000 Penalty: 2603.086670
	Iteration 0F: 2 clusters Score -5035208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -5010684.000000 Penalty: 5206.173340
	Iteration 0F: 3 clusters Score -5010684 nChanged 16403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -5019802.500000 Penalty: 5206.173340
	Iteration 1F: 3 clusters Score -5019802 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -5020537.000000 Penalty: 5206.173340
	Iteration 2Q: 3 clusters Score -5020537 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -5021320.500000 Penalty: 5206.173340
	Iteration 3Q: 3 clusters Score -5021320 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -5022209.000000 Penalty: 5206.173340
	Iteration 4F: 3 clusters Score -5022209 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -5023295.000000 Penalty: 5206.173340
	Iteration 5F: 3 clusters Score -5023295 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -5024743.000000 Penalty: 5206.173340
	Iteration 6F: 3 clusters Score -5024743 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -5026488.500000 Penalty: 5206.173340
	Iteration 7F: 3 clusters Score -5026488 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -5028116.500000 Penalty: 5206.173340
	Iteration 8F: 3 clusters Score -5028116 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -5029175.500000 Penalty: 5206.173340
	Iteration 9Q: 3 clusters Score -5029176 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -5029791.500000 Penalty: 5206.173340
	Iteration 10Q: 3 clusters Score -5029792 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -5030134.500000 Penalty: 5206.173340
	Iteration 11Q: 3 clusters Score -5030134 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -5030441.000000 Penalty: 5206.173340
	Iteration 12Q: 3 clusters Score -5030441 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -5030649.000000 Penalty: 5206.173340
	Iteration 13Q: 3 clusters Score -5030649 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -5030837.000000 Penalty: 5206.173340
	Iteration 14Q: 3 clusters Score -5030837 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -5031027.000000 Penalty: 5206.173340
	Iteration 15Q: 3 clusters Score -5031027 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -5031184.500000 Penalty: 5206.173340
	Iteration 16Q: 3 clusters Score -5031184 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -5031312.000000 Penalty: 5206.173340
	Iteration 17Q: 3 clusters Score -5031312 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -5031442.500000 Penalty: 5206.173340
	Iteration 18Q: 3 clusters Score -5031442 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -5031540.000000 Penalty: 5206.173340
	Iteration 19Q: 3 clusters Score -5031540 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -5031653.500000 Penalty: 5206.173340
	Iteration 20F: 3 clusters Score -5031654 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -5031736.000000 Penalty: 5206.173340
	Iteration 21Q: 3 clusters Score -5031736 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -5031836.000000 Penalty: 5206.173340
	Iteration 22Q: 3 clusters Score -5031836 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -5031927.500000 Penalty: 5206.173340
	Iteration 23Q: 3 clusters Score -5031928 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -5032022.500000 Penalty: 5206.173340
	Iteration 24Q: 3 clusters Score -5032022 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -5032102.000000 Penalty: 5206.173340
	Iteration 25Q: 3 clusters Score -5032102 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -5032189.000000 Penalty: 5206.173340
	Iteration 26Q: 3 clusters Score -5032189 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -5032268.000000 Penalty: 5206.173340
	Iteration 27Q: 3 clusters Score -5032268 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -5032335.500000 Penalty: 5206.173340
	Iteration 28Q: 3 clusters Score -5032336 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -5032406.000000 Penalty: 5206.173340
	Iteration 29Q: 3 clusters Score -5032406 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -5032479.500000 Penalty: 5206.173340
	Iteration 30Q: 3 clusters Score -5032480 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -5032536.500000 Penalty: 5206.173340
	Iteration 31Q: 3 clusters Score -5032536 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -5032588.500000 Penalty: 5206.173340
	Iteration 32Q: 3 clusters Score -5032588 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -5032653.000000 Penalty: 5206.173340
	Iteration 33Q: 3 clusters Score -5032653 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -5032692.000000 Penalty: 5206.173340
	Iteration 34Q: 3 clusters Score -5032692 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -5032737.500000 Penalty: 5206.173340
	Iteration 35Q: 3 clusters Score -5032738 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -5032757.500000 Penalty: 5206.173340
	Iteration 36Q: 3 clusters Score -5032758 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -5032803.500000 Penalty: 5206.173340
	Iteration 37Q: 3 clusters Score -5032804 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -5032828.000000 Penalty: 5206.173340
	Iteration 38Q: 3 clusters Score -5032828 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -5032890.500000 Penalty: 5206.173340
	Iteration 39Q: 3 clusters Score -5032890 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -5032941.500000 Penalty: 5206.173340
	Iteration 40F: 3 clusters Score -5032942 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -5032989.000000 Penalty: 5206.173340
	Iteration 41Q: 3 clusters Score -5032989 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -5033031.500000 Penalty: 5206.173340
	Iteration 42Q: 3 clusters Score -5033032 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5033063.000000 Penalty: 5206.173340
	Iteration 43Q: 3 clusters Score -5033063 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -5033123.500000 Penalty: 5206.173340
	Iteration 44Q: 3 clusters Score -5033124 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5033163.500000 Penalty: 5206.173340
	Iteration 45Q: 3 clusters Score -5033164 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5033193.000000 Penalty: 5206.173340
	Iteration 46Q: 3 clusters Score -5033193 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5033224.000000 Penalty: 5206.173340
	Iteration 47Q: 3 clusters Score -5033224 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5033254.500000 Penalty: 5206.173340
	Iteration 48Q: 3 clusters Score -5033254 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5033283.500000 Penalty: 5206.173340
	Iteration 49Q: 3 clusters Score -5033284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5033296.000000 Penalty: 5206.173340
	Iteration 50Q: 3 clusters Score -5033296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5033311.500000 Penalty: 5206.173340
	Iteration 51Q: 3 clusters Score -5033312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5033311.000000 Penalty: 5206.173340
	Iteration 52Q: 3 clusters Score -5033311 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5033327.000000 Penalty: 5206.173340
	Iteration 53Q: 3 clusters Score -5033327 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5033349.000000 Penalty: 5206.173340
	Iteration 54Q: 3 clusters Score -5033349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5033367.000000 Penalty: 5206.173340
	Iteration 55Q: 3 clusters Score -5033367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5033364.000000 Penalty: 5206.173340
	Iteration 56Q: 3 clusters Score -5033364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5033372.500000 Penalty: 5206.173340
	Iteration 57Q: 3 clusters Score -5033372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5033363.500000 Penalty: 5206.173340
	Iteration 58Q: 3 clusters Score -5033364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5033365.500000 Penalty: 5206.173340
	Iteration 59Q: 3 clusters Score -5033366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5033367.000000 Penalty: 5206.173340
	Iteration 60F: 3 clusters Score -5033367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5033374.000000 Penalty: 5206.173340
	Iteration 61Q: 3 clusters Score -5033374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5033379.000000 Penalty: 5206.173340
	Iteration 62Q: 3 clusters Score -5033379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5033380.000000 Penalty: 5206.173340
	Iteration 63Q: 3 clusters Score -5033380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5033382.000000 Penalty: 5206.173340
	Iteration 64Q: 3 clusters Score -5033382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5033385.000000 Penalty: 5206.173340
	Iteration 65Q: 3 clusters Score -5033385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5033382.000000 Penalty: 5206.173340
	Iteration 66Q: 3 clusters Score -5033382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5033388.000000 Penalty: 5206.173340
	Iteration 67Q: 3 clusters Score -5033388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5033398.000000 Penalty: 5206.173340
	Iteration 68Q: 3 clusters Score -5033398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5033392.500000 Penalty: 5206.173340
	Iteration 69Q: 3 clusters Score -5033392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5033390.500000 Penalty: 5206.173340
	Iteration 70Q: 3 clusters Score -5033390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5033391.000000 Penalty: 5206.173340
	Iteration 71Q: 3 clusters Score -5033391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5033392.500000 Penalty: 5206.173340
	Iteration 72Q: 3 clusters Score -5033392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5033391.000000 Penalty: 5206.173340
	Iteration 73Q: 3 clusters Score -5033391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5033397.000000 Penalty: 5206.173340
	Iteration 74Q: 3 clusters Score -5033397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5033402.000000 Penalty: 5206.173340
	Iteration 75Q: 3 clusters Score -5033402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5033406.000000 Penalty: 5206.173340
	Iteration 76Q: 3 clusters Score -5033406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5033416.000000 Penalty: 5206.173340
	Iteration 77Q: 3 clusters Score -5033416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5033414.500000 Penalty: 5206.173340
	Iteration 78Q: 3 clusters Score -5033414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5033412.000000 Penalty: 5206.173340
	Iteration 79Q: 3 clusters Score -5033412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5033416.500000 Penalty: 5206.173340
	Iteration 80F: 3 clusters Score -5033416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5033425.500000 Penalty: 5206.173340
	Iteration 81Q: 3 clusters Score -5033426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5033426.500000 Penalty: 5206.173340
	Iteration 82Q: 3 clusters Score -5033426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5033424.000000 Penalty: 5206.173340
	Iteration 83Q: 3 clusters Score -5033424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5033427.000000 Penalty: 5206.173340
	Iteration 84Q: 3 clusters Score -5033427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5033429.500000 Penalty: 5206.173340
	Iteration 85Q: 3 clusters Score -5033430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5033433.000000 Penalty: 5206.173340
	Iteration 86Q: 3 clusters Score -5033433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5033425.500000 Penalty: 5206.173340
	Iteration 87Q: 3 clusters Score -5033426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5033429.500000 Penalty: 5206.173340
	Iteration 88Q: 3 clusters Score -5033430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5033424.000000 Penalty: 5206.173340
	Iteration 89Q: 3 clusters Score -5033424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5033424.500000 Penalty: 5206.173340
	Iteration 90Q: 3 clusters Score -5033424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5033423.000000 Penalty: 5206.173340
	Iteration 91Q: 3 clusters Score -5033423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5033429.500000 Penalty: 5206.173340
	Iteration 92Q: 3 clusters Score -5033430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5033435.000000 Penalty: 5206.173340
	Iteration 93Q: 3 clusters Score -5033435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5033431.000000 Penalty: 5206.173340
	Iteration 94Q: 3 clusters Score -5033431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5033430.000000 Penalty: 5206.173340
	Iteration 95Q: 3 clusters Score -5033430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5033428.000000 Penalty: 5206.173340
	Iteration 96Q: 3 clusters Score -5033428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5033428.000000 Penalty: 5206.173340
	Iteration 97F: 3 clusters Score -5033428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Entering Unmasked Estep 
Score: -1601122.500000 Penalty: 2324.496582
	Iteration 0F: 2 clusters Score -1601122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1592317.000000 Penalty: 4648.993164
	Iteration 0F: 3 clusters Score -1592317 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1595044.625000 Penalty: 4648.993164
	Iteration 1F: 3 clusters Score -1595045 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1595447.625000 Penalty: 4648.993164
	Iteration 2F: 3 clusters Score -1595448 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1595800.875000 Penalty: 4648.993164
	Iteration 3F: 3 clusters Score -1595801 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1596119.625000 Penalty: 4648.993164
	Iteration 4F: 3 clusters Score -1596120 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1596425.000000 Penalty: 4648.993164
	Iteration 5Q: 3 clusters Score -1596425 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1596758.500000 Penalty: 4648.993164
	Iteration 6Q: 3 clusters Score -1596758 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1597087.000000 Penalty: 4648.993164
	Iteration 7Q: 3 clusters Score -1597087 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1597371.500000 Penalty: 4648.993164
	Iteration 8Q: 3 clusters Score -1597372 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1597667.000000 Penalty: 4648.993164
	Iteration 9Q: 3 clusters Score -1597667 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1597962.000000 Penalty: 4648.993164
	Iteration 10Q: 3 clusters Score -1597962 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1598249.875000 Penalty: 4648.993164
	Iteration 11Q: 3 clusters Score -1598250 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1598547.875000 Penalty: 4648.993164
	Iteration 12Q: 3 clusters Score -1598548 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1598774.750000 Penalty: 4648.993164
	Iteration 13Q: 3 clusters Score -1598775 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1598904.875000 Penalty: 4648.993164
	Iteration 14Q: 3 clusters Score -1598905 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1598977.000000 Penalty: 4648.993164
	Iteration 15Q: 3 clusters Score -1598977 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1599025.250000 Penalty: 4648.993164
	Iteration 16Q: 3 clusters Score -1599025 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1599057.375000 Penalty: 4648.993164
	Iteration 17Q: 3 clusters Score -1599057 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1599079.625000 Penalty: 4648.993164
	Iteration 18Q: 3 clusters Score -1599080 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1599091.500000 Penalty: 4648.993164
	Iteration 19Q: 3 clusters Score -1599092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1599105.625000 Penalty: 4648.993164
	Iteration 20F: 3 clusters Score -1599106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1599116.125000 Penalty: 4648.993164
	Iteration 21Q: 3 clusters Score -1599116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1599132.125000 Penalty: 4648.993164
	Iteration 22Q: 3 clusters Score -1599132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1599142.500000 Penalty: 4648.993164
	Iteration 23Q: 3 clusters Score -1599142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1599156.250000 Penalty: 4648.993164
	Iteration 24Q: 3 clusters Score -1599156 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1599168.250000 Penalty: 4648.993164
	Iteration 25Q: 3 clusters Score -1599168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1599178.750000 Penalty: 4648.993164
	Iteration 26Q: 3 clusters Score -1599179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1599178.750000 Penalty: 4648.993164
	Iteration 27Q: 3 clusters Score -1599179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1599176.000000 Penalty: 4648.993164
	Iteration 28Q: 3 clusters Score -1599176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1599178.875000 Penalty: 4648.993164
	Iteration 29Q: 3 clusters Score -1599179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1599179.375000 Penalty: 4648.993164
	Iteration 30Q: 3 clusters Score -1599179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1599183.625000 Penalty: 4648.993164
	Iteration 31Q: 3 clusters Score -1599184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1599183.625000 Penalty: 4648.993164
	Iteration 32Q: 3 clusters Score -1599184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1599189.125000 Penalty: 4648.993164
	Iteration 33Q: 3 clusters Score -1599189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1599192.250000 Penalty: 4648.993164
	Iteration 34Q: 3 clusters Score -1599192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1599195.000000 Penalty: 4648.993164
	Iteration 35Q: 3 clusters Score -1599195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1599197.250000 Penalty: 4648.993164
	Iteration 36Q: 3 clusters Score -1599197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1599195.000000 Penalty: 4648.993164
	Iteration 37Q: 3 clusters Score -1599195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1599195.125000 Penalty: 4648.993164
	Iteration 38Q: 3 clusters Score -1599195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1599195.125000 Penalty: 4648.993164
	Iteration 39F: 3 clusters Score -1599195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (182225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182225 members 
Entering Unmasked Estep 
Score: -24968616.000000 Penalty: 3004.023193
	Iteration 0F: 2 clusters Score -2.496862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90665 members 
Mstep: Class 2 contains 91560 members 
Entering Unmasked Estep 
Score: -24853294.000000 Penalty: 6008.046387
	Iteration 0F: 3 clusters Score -2.485329e+07 nChanged 86955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84828 members 
Mstep: Class 2 contains 97397 members 
Entering Unmasked Estep 
Score: -24903580.000000 Penalty: 6008.046387
	Iteration 1F: 3 clusters Score -2.490358e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80652 members 
Mstep: Class 2 contains 101573 members 
Entering Unmasked Estep 
Score: -24904898.000000 Penalty: 6008.046387
	Iteration 2Q: 3 clusters Score -2.49049e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74069 members 
Mstep: Class 2 contains 108156 members 
Entering Unmasked Estep 
Score: -24907290.000000 Penalty: 6008.046387
	Iteration 3Q: 3 clusters Score -2.490729e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 118113 members 
Entering Unmasked Estep 
Score: -24912636.000000 Penalty: 6008.046387
	Iteration 4F: 3 clusters Score -2.491264e+07 nChanged 14255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 132336 members 
Entering Unmasked Estep 
Score: -24922752.000000 Penalty: 6008.046387
	Iteration 5F: 3 clusters Score -2.492275e+07 nChanged 17996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 150330 members 
Entering Unmasked Estep 
Score: -24938764.000000 Penalty: 6008.046387
	Iteration 6F: 3 clusters Score -2.493876e+07 nChanged 17111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 167441 members 
Entering Unmasked Estep 
Score: -24954796.000000 Penalty: 6008.046387
	Iteration 7F: 3 clusters Score -2.49548e+07 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 177748 members 
Entering Unmasked Estep 
Score: -24962938.000000 Penalty: 6008.046387
	Iteration 8F: 3 clusters Score -2.496294e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 181077 members 
Entering Unmasked Estep 
Score: -24965192.000000 Penalty: 6008.046387
	Iteration 9Q: 3 clusters Score -2.496519e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 181827 members 
Entering Unmasked Estep 
Score: -24965666.000000 Penalty: 6008.046387
	Iteration 10Q: 3 clusters Score -2.496567e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 181972 members 
Entering Unmasked Estep 
Score: -24965794.000000 Penalty: 6008.046387
	Iteration 11Q: 3 clusters Score -2.496579e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 182010 members 
Entering Unmasked Estep 
Score: -24965874.000000 Penalty: 6008.046387
	Iteration 12Q: 3 clusters Score -2.496587e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 182027 members 
Entering Unmasked Estep 
Score: -24965912.000000 Penalty: 6008.046387
	Iteration 13Q: 3 clusters Score -2.496591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 182037 members 
Entering Unmasked Estep 
Score: -24965928.000000 Penalty: 6008.046387
	Iteration 14Q: 3 clusters Score -2.496593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 182037 members 
Entering Unmasked Estep 
Score: -24965922.000000 Penalty: 6008.046387
	Iteration 15Q: 3 clusters Score -2.496592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 182041 members 
Entering Unmasked Estep 
Score: -24965922.000000 Penalty: 6008.046387
	Iteration 16Q: 3 clusters Score -2.496592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 182044 members 
Entering Unmasked Estep 
Score: -24965930.000000 Penalty: 6008.046387
	Iteration 17Q: 3 clusters Score -2.496593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 182044 members 
Entering Unmasked Estep 
Score: -24965944.000000 Penalty: 6008.046387
	Iteration 18Q: 3 clusters Score -2.496594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 182044 members 
Entering Unmasked Estep 
Score: -24965944.000000 Penalty: 6008.046387
	Iteration 19F: 3 clusters Score -2.496594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -76243.687500 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -76243.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74663.859375 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -74663.86 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -75007.640625 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -75007.64 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -75152.554688 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -75152.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -75247.015625 Penalty: 3204.888184
	Iteration 3Q: 3 clusters Score -75247.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -75316.890625 Penalty: 3204.888184
	Iteration 4Q: 3 clusters Score -75316.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -75368.921875 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -75368.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75413.695312 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -75413.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -75481.398438 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -75481.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -75530.437500 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -75530.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -75591.164062 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -75591.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -75676.710938 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -75676.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75753.046875 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -75753.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -75882.335938 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -75882.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -76043.507812 Penalty: 3204.888184
	Iteration 13Q: 3 clusters Score -76043.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -76144.437500 Penalty: 3204.888184
	Iteration 14Q: 3 clusters Score -76144.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -76169.125000 Penalty: 3204.888184
	Iteration 15Q: 3 clusters Score -76169.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -76196.148438 Penalty: 3204.888184
	Iteration 16Q: 3 clusters Score -76196.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -76220.476562 Penalty: 3204.888184
	Iteration 17Q: 3 clusters Score -76220.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -76290.609375 Penalty: 3204.888184
	Iteration 18Q: 3 clusters Score -76290.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -76381.000000 Penalty: 3204.888184
	Iteration 19Q: 3 clusters Score -76381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -76527.062500 Penalty: 3204.888184
	Iteration 20F: 3 clusters Score -76527.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -76597.476562 Penalty: 3204.888184
	Iteration 21Q: 3 clusters Score -76597.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -76728.046875 Penalty: 3204.888184
	Iteration 22Q: 3 clusters Score -76728.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -76888.468750 Penalty: 3204.888184
	Iteration 23Q: 3 clusters Score -76888.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -76921.257812 Penalty: 3204.888184
	Iteration 24Q: 3 clusters Score -76921.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -76921.257812 Penalty: 3204.888184
	Iteration 25F: 3 clusters Score -76921.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176179 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 174091 members 
Mstep: Class 5 contains 13904 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164213 members 
Mstep: Class 10 contains 361 members 
Mstep: Class 11 contains 36182 members 
Mstep: Class 12 contains 11766 members 
Mstep: Class 13 contains 182225 members 
Mstep: Class 14 contains 279 members 
Mstep: Class 16 contains 40525 members 
Mstep: Class 17 contains 40337 members 
Entering Unmasked Estep 
Score: -116085192.000000 Penalty: 54213.273438
Splitting cluster 14 changes total score from -116086368.000000 to -116085192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (40525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Entering Unmasked Estep 
Score: -5634072.500000 Penalty: 2631.199219
	Iteration 0F: 2 clusters Score -5634072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -5606441.000000 Penalty: 5262.398438
	Iteration 0F: 3 clusters Score -5606441 nChanged 18629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -5616712.000000 Penalty: 5262.398438
	Iteration 1F: 3 clusters Score -5616712 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -5617159.000000 Penalty: 5262.398438
	Iteration 2Q: 3 clusters Score -5617159 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -5617626.500000 Penalty: 5262.398438
	Iteration 3Q: 3 clusters Score -5617626 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -5618051.000000 Penalty: 5262.398438
	Iteration 4Q: 3 clusters Score -5618051 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -5618608.000000 Penalty: 5262.398438
	Iteration 5Q: 3 clusters Score -5618608 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -5619339.000000 Penalty: 5262.398438
	Iteration 6Q: 3 clusters Score -5619339 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -5620378.000000 Penalty: 5262.398438
	Iteration 7Q: 3 clusters Score -5620378 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -5621950.500000 Penalty: 5262.398438
	Iteration 8F: 3 clusters Score -5621950 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -5624028.500000 Penalty: 5262.398438
	Iteration 9F: 3 clusters Score -5624028 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -5626418.500000 Penalty: 5262.398438
	Iteration 10F: 3 clusters Score -5626418 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -5628561.000000 Penalty: 5262.398438
	Iteration 11F: 3 clusters Score -5628561 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -5630040.500000 Penalty: 5262.398438
	Iteration 12Q: 3 clusters Score -5630040 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -5630826.500000 Penalty: 5262.398438
	Iteration 13Q: 3 clusters Score -5630826 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -5631246.000000 Penalty: 5262.398438
	Iteration 14Q: 3 clusters Score -5631246 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -5631461.500000 Penalty: 5262.398438
	Iteration 15Q: 3 clusters Score -5631462 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -5631564.000000 Penalty: 5262.398438
	Iteration 16Q: 3 clusters Score -5631564 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -5631618.000000 Penalty: 5262.398438
	Iteration 17Q: 3 clusters Score -5631618 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -5631675.000000 Penalty: 5262.398438
	Iteration 18Q: 3 clusters Score -5631675 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -5631713.500000 Penalty: 5262.398438
	Iteration 19Q: 3 clusters Score -5631714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -5631732.500000 Penalty: 5262.398438
	Iteration 20F: 3 clusters Score -5631732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -5631763.500000 Penalty: 5262.398438
	Iteration 21Q: 3 clusters Score -5631764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -5631775.500000 Penalty: 5262.398438
	Iteration 22Q: 3 clusters Score -5631776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -5631787.000000 Penalty: 5262.398438
	Iteration 23Q: 3 clusters Score -5631787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -5631791.000000 Penalty: 5262.398438
	Iteration 24Q: 3 clusters Score -5631791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -5631805.000000 Penalty: 5262.398438
	Iteration 25Q: 3 clusters Score -5631805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -5631809.500000 Penalty: 5262.398438
	Iteration 26Q: 3 clusters Score -5631810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -5631812.000000 Penalty: 5262.398438
	Iteration 27Q: 3 clusters Score -5631812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -5631819.000000 Penalty: 5262.398438
	Iteration 28Q: 3 clusters Score -5631819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -5631820.500000 Penalty: 5262.398438
	Iteration 29Q: 3 clusters Score -5631820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -5631820.500000 Penalty: 5262.398438
	Iteration 30F: 3 clusters Score -5631820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Entering Unmasked Estep 
Score: -5446372.500000 Penalty: 2630.046143
	Iteration 0F: 2 clusters Score -5446372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -5419068.500000 Penalty: 5260.092285
	Iteration 0F: 3 clusters Score -5419068 nChanged 18398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -5429071.000000 Penalty: 5260.092285
	Iteration 1F: 3 clusters Score -5429071 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -5429572.500000 Penalty: 5260.092285
	Iteration 2Q: 3 clusters Score -5429572 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -5430085.500000 Penalty: 5260.092285
	Iteration 3Q: 3 clusters Score -5430086 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -5430600.000000 Penalty: 5260.092285
	Iteration 4Q: 3 clusters Score -5430600 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -5431256.500000 Penalty: 5260.092285
	Iteration 5Q: 3 clusters Score -5431256 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -5432131.500000 Penalty: 5260.092285
	Iteration 6Q: 3 clusters Score -5432132 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -5433520.500000 Penalty: 5260.092285
	Iteration 7Q: 3 clusters Score -5433520 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -5435441.000000 Penalty: 5260.092285
	Iteration 8F: 3 clusters Score -5435441 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -5437663.500000 Penalty: 5260.092285
	Iteration 9F: 3 clusters Score -5437664 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -5439485.500000 Penalty: 5260.092285
	Iteration 10F: 3 clusters Score -5439486 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -5440776.500000 Penalty: 5260.092285
	Iteration 11Q: 3 clusters Score -5440776 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -5441607.500000 Penalty: 5260.092285
	Iteration 12Q: 3 clusters Score -5441608 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -5442132.000000 Penalty: 5260.092285
	Iteration 13Q: 3 clusters Score -5442132 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -5442480.000000 Penalty: 5260.092285
	Iteration 14Q: 3 clusters Score -5442480 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -5442712.000000 Penalty: 5260.092285
	Iteration 15Q: 3 clusters Score -5442712 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -5442926.000000 Penalty: 5260.092285
	Iteration 16Q: 3 clusters Score -5442926 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -5443101.000000 Penalty: 5260.092285
	Iteration 17Q: 3 clusters Score -5443101 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -5443241.500000 Penalty: 5260.092285
	Iteration 18Q: 3 clusters Score -5443242 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -5443348.000000 Penalty: 5260.092285
	Iteration 19Q: 3 clusters Score -5443348 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -5443467.500000 Penalty: 5260.092285
	Iteration 20F: 3 clusters Score -5443468 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -5443563.500000 Penalty: 5260.092285
	Iteration 21Q: 3 clusters Score -5443564 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -5443648.000000 Penalty: 5260.092285
	Iteration 22Q: 3 clusters Score -5443648 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5443732.000000 Penalty: 5260.092285
	Iteration 23Q: 3 clusters Score -5443732 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5443782.500000 Penalty: 5260.092285
	Iteration 24Q: 3 clusters Score -5443782 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5443838.000000 Penalty: 5260.092285
	Iteration 25Q: 3 clusters Score -5443838 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5443884.500000 Penalty: 5260.092285
	Iteration 26Q: 3 clusters Score -5443884 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5443915.000000 Penalty: 5260.092285
	Iteration 27Q: 3 clusters Score -5443915 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5443949.000000 Penalty: 5260.092285
	Iteration 28Q: 3 clusters Score -5443949 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5443976.500000 Penalty: 5260.092285
	Iteration 29Q: 3 clusters Score -5443976 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -5443995.000000 Penalty: 5260.092285
	Iteration 30Q: 3 clusters Score -5443995 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -5444011.000000 Penalty: 5260.092285
	Iteration 31Q: 3 clusters Score -5444011 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5444038.000000 Penalty: 5260.092285
	Iteration 32Q: 3 clusters Score -5444038 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5444072.000000 Penalty: 5260.092285
	Iteration 33Q: 3 clusters Score -5444072 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5444083.000000 Penalty: 5260.092285
	Iteration 34Q: 3 clusters Score -5444083 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5444101.500000 Penalty: 5260.092285
	Iteration 35Q: 3 clusters Score -5444102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5444107.000000 Penalty: 5260.092285
	Iteration 36Q: 3 clusters Score -5444107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5444109.000000 Penalty: 5260.092285
	Iteration 37Q: 3 clusters Score -5444109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5444112.500000 Penalty: 5260.092285
	Iteration 38Q: 3 clusters Score -5444112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5444118.500000 Penalty: 5260.092285
	Iteration 39Q: 3 clusters Score -5444118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5444109.500000 Penalty: 5260.092285
	Iteration 40F: 3 clusters Score -5444110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5444124.500000 Penalty: 5260.092285
	Iteration 41Q: 3 clusters Score -5444124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5444127.000000 Penalty: 5260.092285
	Iteration 42Q: 3 clusters Score -5444127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5444122.500000 Penalty: 5260.092285
	Iteration 43Q: 3 clusters Score -5444122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5444124.000000 Penalty: 5260.092285
	Iteration 44Q: 3 clusters Score -5444124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5444131.000000 Penalty: 5260.092285
	Iteration 45Q: 3 clusters Score -5444131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5444137.500000 Penalty: 5260.092285
	Iteration 46Q: 3 clusters Score -5444138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5444139.500000 Penalty: 5260.092285
	Iteration 47Q: 3 clusters Score -5444140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5444135.000000 Penalty: 5260.092285
	Iteration 48Q: 3 clusters Score -5444135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5444141.500000 Penalty: 5260.092285
	Iteration 49Q: 3 clusters Score -5444142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5444152.000000 Penalty: 5260.092285
	Iteration 50Q: 3 clusters Score -5444152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5444146.000000 Penalty: 5260.092285
	Iteration 51Q: 3 clusters Score -5444146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5444148.500000 Penalty: 5260.092285
	Iteration 52Q: 3 clusters Score -5444148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5444150.500000 Penalty: 5260.092285
	Iteration 53Q: 3 clusters Score -5444150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5444148.000000 Penalty: 5260.092285
	Iteration 54Q: 3 clusters Score -5444148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5444151.000000 Penalty: 5260.092285
	Iteration 55Q: 3 clusters Score -5444151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5444153.000000 Penalty: 5260.092285
	Iteration 56Q: 3 clusters Score -5444153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5444153.000000 Penalty: 5260.092285
	Iteration 57F: 3 clusters Score -5444153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176179 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 174091 members 
Mstep: Class 5 contains 13904 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164213 members 
Mstep: Class 11 contains 36182 members 
Mstep: Class 12 contains 11766 members 
Mstep: Class 13 contains 182225 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40525 members 
Mstep: Class 17 contains 40337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086336.000000 Penalty: 50824.945312
Iteration 279Q: 16 clusters Score -1.160863e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176192 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 174076 members 
Mstep: Class 5 contains 13903 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164215 members 
Mstep: Class 11 contains 36181 members 
Mstep: Class 12 contains 11764 members 
Mstep: Class 13 contains 182227 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40527 members 
Mstep: Class 17 contains 40337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086328.000000 Penalty: 50824.945312
Iteration 280F: 16 clusters Score -1.160863e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176202 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 174051 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164228 members 
Mstep: Class 11 contains 36180 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 182235 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40527 members 
Mstep: Class 17 contains 40336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086352.000000 Penalty: 50824.945312
Iteration 281Q: 16 clusters Score -1.160864e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176215 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 174039 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164224 members 
Mstep: Class 11 contains 36177 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182243 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40527 members 
Mstep: Class 17 contains 40334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086384.000000 Penalty: 50824.945312
Iteration 282Q: 16 clusters Score -1.160864e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176213 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 174028 members 
Mstep: Class 5 contains 13905 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164218 members 
Mstep: Class 11 contains 36179 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182254 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40531 members 
Mstep: Class 17 contains 40333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086328.000000 Penalty: 50824.945312
Iteration 283Q: 16 clusters Score -1.160863e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176220 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 174023 members 
Mstep: Class 5 contains 13906 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164209 members 
Mstep: Class 11 contains 36175 members 
Mstep: Class 12 contains 11759 members 
Mstep: Class 13 contains 182263 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40534 members 
Mstep: Class 17 contains 40332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086392.000000 Penalty: 50824.945312
Iteration 284Q: 16 clusters Score -1.160864e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176221 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 174010 members 
Mstep: Class 5 contains 13906 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6668 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164213 members 
Mstep: Class 11 contains 36174 members 
Mstep: Class 12 contains 11759 members 
Mstep: Class 13 contains 182261 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40543 members 
Mstep: Class 17 contains 40332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086440.000000 Penalty: 50824.945312
Iteration 285Q: 16 clusters Score -1.160864e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176231 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173994 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6668 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164214 members 
Mstep: Class 11 contains 36168 members 
Mstep: Class 12 contains 11759 members 
Mstep: Class 13 contains 182264 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40550 members 
Mstep: Class 17 contains 40332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086480.000000 Penalty: 50824.945312
Iteration 286Q: 16 clusters Score -1.160865e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176242 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173977 members 
Mstep: Class 5 contains 13906 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6668 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164215 members 
Mstep: Class 11 contains 36167 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182267 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40554 members 
Mstep: Class 17 contains 40331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086472.000000 Penalty: 50824.945312
Iteration 287Q: 16 clusters Score -1.160865e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176248 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173961 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6668 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164218 members 
Mstep: Class 11 contains 36166 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182267 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40561 members 
Mstep: Class 17 contains 40329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086384.000000 Penalty: 50824.945312
Iteration 288Q: 16 clusters Score -1.160864e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176254 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173953 members 
Mstep: Class 5 contains 13909 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6668 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164217 members 
Mstep: Class 11 contains 36166 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 182267 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40563 members 
Mstep: Class 17 contains 40328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086424.000000 Penalty: 50824.945312
Iteration 289Q: 16 clusters Score -1.160864e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176258 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173941 members 
Mstep: Class 5 contains 13910 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6671 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164225 members 
Mstep: Class 11 contains 36161 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 182267 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40564 members 
Mstep: Class 17 contains 40328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086440.000000 Penalty: 50824.945312
Iteration 290Q: 16 clusters Score -1.160864e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176263 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173929 members 
Mstep: Class 5 contains 13911 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164229 members 
Mstep: Class 11 contains 36162 members 
Mstep: Class 12 contains 11763 members 
Mstep: Class 13 contains 182267 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40563 members 
Mstep: Class 17 contains 40328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086416.000000 Penalty: 50824.945312
Iteration 291Q: 16 clusters Score -1.160864e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176268 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173923 members 
Mstep: Class 5 contains 13911 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164227 members 
Mstep: Class 11 contains 36163 members 
Mstep: Class 12 contains 11764 members 
Mstep: Class 13 contains 182266 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40565 members 
Mstep: Class 17 contains 40328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086424.000000 Penalty: 50824.945312
Iteration 292Q: 16 clusters Score -1.160864e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176266 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173923 members 
Mstep: Class 5 contains 13911 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164226 members 
Mstep: Class 11 contains 36164 members 
Mstep: Class 12 contains 11766 members 
Mstep: Class 13 contains 182266 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40565 members 
Mstep: Class 17 contains 40328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086392.000000 Penalty: 50824.945312
Iteration 293Q: 16 clusters Score -1.160864e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176271 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173922 members 
Mstep: Class 5 contains 13911 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164228 members 
Mstep: Class 11 contains 36162 members 
Mstep: Class 12 contains 11766 members 
Mstep: Class 13 contains 182261 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40566 members 
Mstep: Class 17 contains 40328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086392.000000 Penalty: 50824.945312
Iteration 294Q: 16 clusters Score -1.160864e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176278 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173914 members 
Mstep: Class 5 contains 13911 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6671 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164231 members 
Mstep: Class 11 contains 36158 members 
Mstep: Class 12 contains 11765 members 
Mstep: Class 13 contains 182265 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40566 members 
Mstep: Class 17 contains 40328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086424.000000 Penalty: 50824.945312
Iteration 295Q: 16 clusters Score -1.160864e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176277 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173915 members 
Mstep: Class 5 contains 13911 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6671 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164229 members 
Mstep: Class 11 contains 36160 members 
Mstep: Class 12 contains 11764 members 
Mstep: Class 13 contains 182267 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40567 members 
Mstep: Class 17 contains 40326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086416.000000 Penalty: 50824.945312
Iteration 296Q: 16 clusters Score -1.160864e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176271 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173921 members 
Mstep: Class 5 contains 13910 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6671 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164231 members 
Mstep: Class 11 contains 36164 members 
Mstep: Class 12 contains 11764 members 
Mstep: Class 13 contains 182262 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40567 members 
Mstep: Class 17 contains 40326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086376.000000 Penalty: 50824.945312
Iteration 297Q: 16 clusters Score -1.160864e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176273 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173919 members 
Mstep: Class 5 contains 13910 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6671 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164233 members 
Mstep: Class 11 contains 36165 members 
Mstep: Class 12 contains 11764 members 
Mstep: Class 13 contains 182261 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40567 members 
Mstep: Class 17 contains 40324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086424.000000 Penalty: 50824.945312
Iteration 298Q: 16 clusters Score -1.160864e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176274 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173915 members 
Mstep: Class 5 contains 13910 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6671 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164234 members 
Mstep: Class 11 contains 36168 members 
Mstep: Class 12 contains 11764 members 
Mstep: Class 13 contains 182259 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40568 members 
Mstep: Class 17 contains 40324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086392.000000 Penalty: 50824.945312
Iteration 299Q: 16 clusters Score -1.160864e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176282 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173908 members 
Mstep: Class 5 contains 13910 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6671 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164237 members 
Mstep: Class 11 contains 36168 members 
Mstep: Class 12 contains 11763 members 
Mstep: Class 13 contains 182256 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40569 members 
Mstep: Class 17 contains 40323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086440.000000 Penalty: 50824.945312
Iteration 300F: 16 clusters Score -1.160864e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176285 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173895 members 
Mstep: Class 5 contains 13910 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6671 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164246 members 
Mstep: Class 11 contains 36167 members 
Mstep: Class 12 contains 11763 members 
Mstep: Class 13 contains 182256 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40572 members 
Mstep: Class 17 contains 40322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086432.000000 Penalty: 50824.945312
Iteration 301Q: 16 clusters Score -1.160864e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176290 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173887 members 
Mstep: Class 5 contains 13910 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6671 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164251 members 
Mstep: Class 11 contains 36166 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 182257 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40571 members 
Mstep: Class 17 contains 40322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086448.000000 Penalty: 50824.945312
Iteration 302Q: 16 clusters Score -1.160864e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176294 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173876 members 
Mstep: Class 5 contains 13909 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6671 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164255 members 
Mstep: Class 11 contains 36167 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182261 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40571 members 
Mstep: Class 17 contains 40322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086432.000000 Penalty: 50824.945312
Iteration 303Q: 16 clusters Score -1.160864e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176293 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173869 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164258 members 
Mstep: Class 11 contains 36167 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182266 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40572 members 
Mstep: Class 17 contains 40321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086440.000000 Penalty: 50824.945312
Iteration 304Q: 16 clusters Score -1.160864e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176291 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173865 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164259 members 
Mstep: Class 11 contains 36167 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182271 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40573 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086456.000000 Penalty: 50824.945312
Iteration 305Q: 16 clusters Score -1.160865e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176293 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173861 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164260 members 
Mstep: Class 11 contains 36167 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182272 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40573 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086504.000000 Penalty: 50824.945312
Iteration 306Q: 16 clusters Score -1.160865e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176293 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173859 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164262 members 
Mstep: Class 11 contains 36166 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182273 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40573 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086456.000000 Penalty: 50824.945312
Iteration 307Q: 16 clusters Score -1.160865e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176292 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173856 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164265 members 
Mstep: Class 11 contains 36166 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182274 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40573 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086464.000000 Penalty: 50824.945312
Iteration 308Q: 16 clusters Score -1.160865e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176295 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173857 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164263 members 
Mstep: Class 11 contains 36166 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182272 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40573 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086416.000000 Penalty: 50824.945312
Iteration 309Q: 16 clusters Score -1.160864e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176300 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173854 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164261 members 
Mstep: Class 11 contains 36166 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182272 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40573 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086400.000000 Penalty: 50824.945312
Iteration 310Q: 16 clusters Score -1.160864e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176302 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173850 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164264 members 
Mstep: Class 11 contains 36166 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182270 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40574 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086408.000000 Penalty: 50824.945312
Iteration 311Q: 16 clusters Score -1.160864e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176304 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173845 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164270 members 
Mstep: Class 11 contains 36166 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182266 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40576 members 
Mstep: Class 17 contains 40319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086376.000000 Penalty: 50824.945312
Iteration 312Q: 16 clusters Score -1.160864e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176305 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173845 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164269 members 
Mstep: Class 11 contains 36166 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182266 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40576 members 
Mstep: Class 17 contains 40319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086352.000000 Penalty: 50824.945312
Iteration 313Q: 16 clusters Score -1.160864e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176306 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 173845 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164271 members 
Mstep: Class 11 contains 36166 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 182263 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40576 members 
Mstep: Class 17 contains 40318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086336.000000 Penalty: 50824.945312
Iteration 314Q: 16 clusters Score -1.160863e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176310 members 
Mstep: Class 3 contains 8852 members 
Mstep: Class 4 contains 173842 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164274 members 
Mstep: Class 11 contains 36166 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 182261 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40575 members 
Mstep: Class 17 contains 40318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086320.000000 Penalty: 50824.945312
Iteration 315Q: 16 clusters Score -1.160863e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176313 members 
Mstep: Class 3 contains 8851 members 
Mstep: Class 4 contains 173839 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164275 members 
Mstep: Class 11 contains 36166 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 182260 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40575 members 
Mstep: Class 17 contains 40319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086336.000000 Penalty: 50824.945312
Iteration 316Q: 16 clusters Score -1.160863e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176316 members 
Mstep: Class 3 contains 8850 members 
Mstep: Class 4 contains 173837 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164276 members 
Mstep: Class 11 contains 36167 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 182257 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40575 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086368.000000 Penalty: 50824.945312
Iteration 317Q: 16 clusters Score -1.160864e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176319 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173832 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164278 members 
Mstep: Class 11 contains 36167 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182258 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40575 members 
Mstep: Class 17 contains 40321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086376.000000 Penalty: 50824.945312
Iteration 318Q: 16 clusters Score -1.160864e+08 nChanged 7
Entering ConstructFrom: 
Score: -116086376.000000 Penalty: 50824.945312
Entering ConstructFrom: 
Trying to split cluster 1 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
Score: -120473.929688 Penalty: 1698.568481
	Iteration 0F: 2 clusters Score -120473.9 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 456 members 
Entering Unmasked Estep 
Score: -118589.335938 Penalty: 3397.136963
	Iteration 0F: 3 clusters Score -118589.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -118870.843750 Penalty: 3397.136963
	Iteration 1F: 3 clusters Score -118870.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -118941.851562 Penalty: 3397.136963
	Iteration 2Q: 3 clusters Score -118941.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -118981.726562 Penalty: 3397.136963
	Iteration 3Q: 3 clusters Score -118981.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -119017.578125 Penalty: 3397.136963
	Iteration 4Q: 3 clusters Score -119017.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -119040.007812 Penalty: 3397.136963
	Iteration 5Q: 3 clusters Score -119040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -119070.648438 Penalty: 3397.136963
	Iteration 6Q: 3 clusters Score -119070.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -119084.414062 Penalty: 3397.136963
	Iteration 7Q: 3 clusters Score -119084.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -119096.062500 Penalty: 3397.136963
	Iteration 8Q: 3 clusters Score -119096.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -119104.570312 Penalty: 3397.136963
	Iteration 9Q: 3 clusters Score -119104.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -119110.531250 Penalty: 3397.136963
	Iteration 10Q: 3 clusters Score -119110.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -119116.023438 Penalty: 3397.136963
	Iteration 11Q: 3 clusters Score -119116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -119121.054688 Penalty: 3397.136963
	Iteration 12Q: 3 clusters Score -119121.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -119127.265625 Penalty: 3397.136963
	Iteration 13Q: 3 clusters Score -119127.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -119128.156250 Penalty: 3397.136963
	Iteration 14Q: 3 clusters Score -119128.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -119128.750000 Penalty: 3397.136963
	Iteration 15Q: 3 clusters Score -119128.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -119128.750000 Penalty: 3397.136963
	Iteration 16F: 3 clusters Score -119128.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (176320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176320 members 
Entering Unmasked Estep 
Score: -24215130.000000 Penalty: 2995.854004
	Iteration 0F: 2 clusters Score -2.421513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87773 members 
Mstep: Class 2 contains 88547 members 
Entering Unmasked Estep 
Score: -24099754.000000 Penalty: 5991.708008
	Iteration 0F: 3 clusters Score -2.409975e+07 nChanged 84707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80286 members 
Mstep: Class 2 contains 96034 members 
Entering Unmasked Estep 
Score: -24149796.000000 Penalty: 5991.708008
	Iteration 1F: 3 clusters Score -2.41498e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75318 members 
Mstep: Class 2 contains 101002 members 
Entering Unmasked Estep 
Score: -24151972.000000 Penalty: 5991.708008
	Iteration 2Q: 3 clusters Score -2.415197e+07 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67701 members 
Mstep: Class 2 contains 108619 members 
Entering Unmasked Estep 
Score: -24156362.000000 Penalty: 5991.708008
	Iteration 3F: 3 clusters Score -2.415636e+07 nChanged 11825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 119414 members 
Entering Unmasked Estep 
Score: -24164046.000000 Penalty: 5991.708008
	Iteration 4F: 3 clusters Score -2.416405e+07 nChanged 14371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 132881 members 
Entering Unmasked Estep 
Score: -24175910.000000 Penalty: 5991.708008
	Iteration 5F: 3 clusters Score -2.417591e+07 nChanged 14752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 146923 members 
Entering Unmasked Estep 
Score: -24190106.000000 Penalty: 5991.708008
	Iteration 6F: 3 clusters Score -2.419011e+07 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 158273 members 
Entering Unmasked Estep 
Score: -24201306.000000 Penalty: 5991.708008
	Iteration 7F: 3 clusters Score -2.420131e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 165407 members 
Entering Unmasked Estep 
Score: -24207542.000000 Penalty: 5991.708008
	Iteration 8Q: 3 clusters Score -2.420754e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 169219 members 
Entering Unmasked Estep 
Score: -24210560.000000 Penalty: 5991.708008
	Iteration 9Q: 3 clusters Score -2.421056e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 171189 members 
Entering Unmasked Estep 
Score: -24211836.000000 Penalty: 5991.708008
	Iteration 10Q: 3 clusters Score -2.421184e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 172341 members 
Entering Unmasked Estep 
Score: -24212316.000000 Penalty: 5991.708008
	Iteration 11Q: 3 clusters Score -2.421232e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 173084 members 
Entering Unmasked Estep 
Score: -24212680.000000 Penalty: 5991.708008
	Iteration 12Q: 3 clusters Score -2.421268e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 173605 members 
Entering Unmasked Estep 
Score: -24212962.000000 Penalty: 5991.708008
	Iteration 13Q: 3 clusters Score -2.421296e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 173990 members 
Entering Unmasked Estep 
Score: -24212958.000000 Penalty: 5991.708008
	Iteration 14Q: 3 clusters Score -2.421296e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 174283 members 
Entering Unmasked Estep 
Score: -24213004.000000 Penalty: 5991.708008
	Iteration 15Q: 3 clusters Score -2.4213e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 174496 members 
Entering Unmasked Estep 
Score: -24213014.000000 Penalty: 5991.708008
	Iteration 16Q: 3 clusters Score -2.421301e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 174642 members 
Entering Unmasked Estep 
Score: -24213048.000000 Penalty: 5991.708008
	Iteration 17Q: 3 clusters Score -2.421305e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 174758 members 
Entering Unmasked Estep 
Score: -24213070.000000 Penalty: 5991.708008
	Iteration 18Q: 3 clusters Score -2.421307e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 174845 members 
Entering Unmasked Estep 
Score: -24213116.000000 Penalty: 5991.708008
	Iteration 19Q: 3 clusters Score -2.421312e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 174911 members 
Entering Unmasked Estep 
Score: -24213146.000000 Penalty: 5991.708008
	Iteration 20F: 3 clusters Score -2.421315e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 174964 members 
Entering Unmasked Estep 
Score: -24213084.000000 Penalty: 5991.708008
	Iteration 21Q: 3 clusters Score -2.421308e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 175012 members 
Entering Unmasked Estep 
Score: -24213080.000000 Penalty: 5991.708008
	Iteration 22Q: 3 clusters Score -2.421308e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 175052 members 
Entering Unmasked Estep 
Score: -24213080.000000 Penalty: 5991.708008
	Iteration 23Q: 3 clusters Score -2.421308e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 175093 members 
Entering Unmasked Estep 
Score: -24213096.000000 Penalty: 5991.708008
	Iteration 24Q: 3 clusters Score -2.42131e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 175119 members 
Entering Unmasked Estep 
Score: -24213076.000000 Penalty: 5991.708008
	Iteration 25Q: 3 clusters Score -2.421308e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 175147 members 
Entering Unmasked Estep 
Score: -24213080.000000 Penalty: 5991.708008
	Iteration 26Q: 3 clusters Score -2.421308e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 175165 members 
Entering Unmasked Estep 
Score: -24213100.000000 Penalty: 5991.708008
	Iteration 27Q: 3 clusters Score -2.42131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 175181 members 
Entering Unmasked Estep 
Score: -24213112.000000 Penalty: 5991.708008
	Iteration 28Q: 3 clusters Score -2.421311e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 175202 members 
Entering Unmasked Estep 
Score: -24213102.000000 Penalty: 5991.708008
	Iteration 29Q: 3 clusters Score -2.42131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 175213 members 
Entering Unmasked Estep 
Score: -24213106.000000 Penalty: 5991.708008
	Iteration 30Q: 3 clusters Score -2.421311e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 175222 members 
Entering Unmasked Estep 
Score: -24213094.000000 Penalty: 5991.708008
	Iteration 31Q: 3 clusters Score -2.421309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 175232 members 
Entering Unmasked Estep 
Score: -24213098.000000 Penalty: 5991.708008
	Iteration 32Q: 3 clusters Score -2.42131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 175237 members 
Entering Unmasked Estep 
Score: -24213110.000000 Penalty: 5991.708008
	Iteration 33Q: 3 clusters Score -2.421311e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 175247 members 
Entering Unmasked Estep 
Score: -24213122.000000 Penalty: 5991.708008
	Iteration 34Q: 3 clusters Score -2.421312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 175253 members 
Entering Unmasked Estep 
Score: -24213122.000000 Penalty: 5991.708008
	Iteration 35Q: 3 clusters Score -2.421312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 175258 members 
Entering Unmasked Estep 
Score: -24213118.000000 Penalty: 5991.708008
	Iteration 36Q: 3 clusters Score -2.421312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 175262 members 
Entering Unmasked Estep 
Score: -24213132.000000 Penalty: 5991.708008
	Iteration 37Q: 3 clusters Score -2.421313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 175262 members 
Entering Unmasked Estep 
Score: -24213130.000000 Penalty: 5991.708008
	Iteration 38Q: 3 clusters Score -2.421313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 175264 members 
Entering Unmasked Estep 
Score: -24213124.000000 Penalty: 5991.708008
	Iteration 39Q: 3 clusters Score -2.421312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 175264 members 
Entering Unmasked Estep 
Score: -24213124.000000 Penalty: 5991.708008
	Iteration 40F: 3 clusters Score -2.421312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Entering Unmasked Estep 
Score: -1171172.000000 Penalty: 2253.838623
	Iteration 0F: 2 clusters Score -1171172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1164152.625000 Penalty: 4507.677246
	Iteration 0F: 3 clusters Score -1164153 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1166277.125000 Penalty: 4507.677246
	Iteration 1F: 3 clusters Score -1166277 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1166913.625000 Penalty: 4507.677246
	Iteration 2F: 3 clusters Score -1166914 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1167658.750000 Penalty: 4507.677246
	Iteration 3F: 3 clusters Score -1167659 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1168451.375000 Penalty: 4507.677246
	Iteration 4F: 3 clusters Score -1168451 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1169127.250000 Penalty: 4507.677246
	Iteration 5F: 3 clusters Score -1169127 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1169584.875000 Penalty: 4507.677246
	Iteration 6F: 3 clusters Score -1169585 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1169822.875000 Penalty: 4507.677246
	Iteration 7Q: 3 clusters Score -1169823 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1169950.875000 Penalty: 4507.677246
	Iteration 8Q: 3 clusters Score -1169951 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1170041.625000 Penalty: 4507.677246
	Iteration 9Q: 3 clusters Score -1170042 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1170082.500000 Penalty: 4507.677246
	Iteration 10Q: 3 clusters Score -1170082 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1170108.250000 Penalty: 4507.677246
	Iteration 11Q: 3 clusters Score -1170108 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1170123.875000 Penalty: 4507.677246
	Iteration 12Q: 3 clusters Score -1170124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1170133.250000 Penalty: 4507.677246
	Iteration 13Q: 3 clusters Score -1170133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1170137.750000 Penalty: 4507.677246
	Iteration 14Q: 3 clusters Score -1170138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1170140.625000 Penalty: 4507.677246
	Iteration 15Q: 3 clusters Score -1170141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1170141.750000 Penalty: 4507.677246
	Iteration 16Q: 3 clusters Score -1170142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1170142.250000 Penalty: 4507.677246
	Iteration 17Q: 3 clusters Score -1170142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1170142.125000 Penalty: 4507.677246
	Iteration 18Q: 3 clusters Score -1170142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1170141.625000 Penalty: 4507.677246
	Iteration 19Q: 3 clusters Score -1170142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1170143.875000 Penalty: 4507.677246
	Iteration 20F: 3 clusters Score -1170144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1170141.625000 Penalty: 4507.677246
	Iteration 21Q: 3 clusters Score -1170142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1170142.125000 Penalty: 4507.677246
	Iteration 22Q: 3 clusters Score -1170142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1170143.125000 Penalty: 4507.677246
	Iteration 23Q: 3 clusters Score -1170143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1170145.250000 Penalty: 4507.677246
	Iteration 24Q: 3 clusters Score -1170145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1170145.250000 Penalty: 4507.677246
	Iteration 25F: 3 clusters Score -1170145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (173828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173828 members 
Entering Unmasked Estep 
Score: -23935296.000000 Penalty: 2992.323730
	Iteration 0F: 2 clusters Score -2.39353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87013 members 
Mstep: Class 2 contains 86815 members 
Entering Unmasked Estep 
Score: -23821718.000000 Penalty: 5984.647461
	Iteration 0F: 3 clusters Score -2.382172e+07 nChanged 83596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86643 members 
Mstep: Class 2 contains 87185 members 
Entering Unmasked Estep 
Score: -23871840.000000 Penalty: 5984.647461
	Iteration 1F: 3 clusters Score -2.387184e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86369 members 
Mstep: Class 2 contains 87459 members 
Entering Unmasked Estep 
Score: -23873164.000000 Penalty: 5984.647461
	Iteration 2Q: 3 clusters Score -2.387316e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86012 members 
Mstep: Class 2 contains 87816 members 
Entering Unmasked Estep 
Score: -23874804.000000 Penalty: 5984.647461
	Iteration 3Q: 3 clusters Score -2.38748e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85465 members 
Mstep: Class 2 contains 88363 members 
Entering Unmasked Estep 
Score: -23876946.000000 Penalty: 5984.647461
	Iteration 4Q: 3 clusters Score -2.387695e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84677 members 
Mstep: Class 2 contains 89151 members 
Entering Unmasked Estep 
Score: -23879484.000000 Penalty: 5984.647461
	Iteration 5Q: 3 clusters Score -2.387948e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83716 members 
Mstep: Class 2 contains 90112 members 
Entering Unmasked Estep 
Score: -23882624.000000 Penalty: 5984.647461
	Iteration 6Q: 3 clusters Score -2.388262e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82497 members 
Mstep: Class 2 contains 91331 members 
Entering Unmasked Estep 
Score: -23885440.000000 Penalty: 5984.647461
	Iteration 7Q: 3 clusters Score -2.388544e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81029 members 
Mstep: Class 2 contains 92799 members 
Entering Unmasked Estep 
Score: -23888092.000000 Penalty: 5984.647461
	Iteration 8Q: 3 clusters Score -2.388809e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79285 members 
Mstep: Class 2 contains 94543 members 
Entering Unmasked Estep 
Score: -23890948.000000 Penalty: 5984.647461
	Iteration 9Q: 3 clusters Score -2.389095e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77295 members 
Mstep: Class 2 contains 96533 members 
Entering Unmasked Estep 
Score: -23894474.000000 Penalty: 5984.647461
	Iteration 10Q: 3 clusters Score -2.389447e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75155 members 
Mstep: Class 2 contains 98673 members 
Entering Unmasked Estep 
Score: -23898568.000000 Penalty: 5984.647461
	Iteration 11Q: 3 clusters Score -2.389857e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73118 members 
Mstep: Class 2 contains 100710 members 
Entering Unmasked Estep 
Score: -23903194.000000 Penalty: 5984.647461
	Iteration 12Q: 3 clusters Score -2.390319e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71147 members 
Mstep: Class 2 contains 102681 members 
Entering Unmasked Estep 
Score: -23907132.000000 Penalty: 5984.647461
	Iteration 13Q: 3 clusters Score -2.390713e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69425 members 
Mstep: Class 2 contains 104403 members 
Entering Unmasked Estep 
Score: -23909066.000000 Penalty: 5984.647461
	Iteration 14Q: 3 clusters Score -2.390907e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67807 members 
Mstep: Class 2 contains 106021 members 
Entering Unmasked Estep 
Score: -23910050.000000 Penalty: 5984.647461
	Iteration 15Q: 3 clusters Score -2.391005e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66104 members 
Mstep: Class 2 contains 107724 members 
Entering Unmasked Estep 
Score: -23910678.000000 Penalty: 5984.647461
	Iteration 16Q: 3 clusters Score -2.391068e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64404 members 
Mstep: Class 2 contains 109424 members 
Entering Unmasked Estep 
Score: -23911114.000000 Penalty: 5984.647461
	Iteration 17Q: 3 clusters Score -2.391111e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 111211 members 
Entering Unmasked Estep 
Score: -23911576.000000 Penalty: 5984.647461
	Iteration 18Q: 3 clusters Score -2.391158e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 113120 members 
Entering Unmasked Estep 
Score: -23912082.000000 Penalty: 5984.647461
	Iteration 19Q: 3 clusters Score -2.391208e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 115090 members 
Entering Unmasked Estep 
Score: -23912658.000000 Penalty: 5984.647461
	Iteration 20F: 3 clusters Score -2.391266e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 117257 members 
Entering Unmasked Estep 
Score: -23913274.000000 Penalty: 5984.647461
	Iteration 21Q: 3 clusters Score -2.391327e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 119486 members 
Entering Unmasked Estep 
Score: -23914056.000000 Penalty: 5984.647461
	Iteration 22Q: 3 clusters Score -2.391406e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 121729 members 
Entering Unmasked Estep 
Score: -23914820.000000 Penalty: 5984.647461
	Iteration 23Q: 3 clusters Score -2.391482e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 124066 members 
Entering Unmasked Estep 
Score: -23915574.000000 Penalty: 5984.647461
	Iteration 24Q: 3 clusters Score -2.391557e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 126519 members 
Entering Unmasked Estep 
Score: -23916318.000000 Penalty: 5984.647461
	Iteration 25Q: 3 clusters Score -2.391632e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 129112 members 
Entering Unmasked Estep 
Score: -23917320.000000 Penalty: 5984.647461
	Iteration 26Q: 3 clusters Score -2.391732e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 131869 members 
Entering Unmasked Estep 
Score: -23918248.000000 Penalty: 5984.647461
	Iteration 27Q: 3 clusters Score -2.391825e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 134713 members 
Entering Unmasked Estep 
Score: -23919218.000000 Penalty: 5984.647461
	Iteration 28Q: 3 clusters Score -2.391922e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 137628 members 
Entering Unmasked Estep 
Score: -23920642.000000 Penalty: 5984.647461
	Iteration 29Q: 3 clusters Score -2.392064e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 140513 members 
Entering Unmasked Estep 
Score: -23921890.000000 Penalty: 5984.647461
	Iteration 30Q: 3 clusters Score -2.392189e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 143402 members 
Entering Unmasked Estep 
Score: -23923030.000000 Penalty: 5984.647461
	Iteration 31Q: 3 clusters Score -2.392303e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 146270 members 
Entering Unmasked Estep 
Score: -23924192.000000 Penalty: 5984.647461
	Iteration 32Q: 3 clusters Score -2.392419e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 149168 members 
Entering Unmasked Estep 
Score: -23925364.000000 Penalty: 5984.647461
	Iteration 33Q: 3 clusters Score -2.392536e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 152072 members 
Entering Unmasked Estep 
Score: -23926460.000000 Penalty: 5984.647461
	Iteration 34Q: 3 clusters Score -2.392646e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 154840 members 
Entering Unmasked Estep 
Score: -23927496.000000 Penalty: 5984.647461
	Iteration 35Q: 3 clusters Score -2.39275e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 157467 members 
Entering Unmasked Estep 
Score: -23928578.000000 Penalty: 5984.647461
	Iteration 36Q: 3 clusters Score -2.392858e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 159901 members 
Entering Unmasked Estep 
Score: -23929558.000000 Penalty: 5984.647461
	Iteration 37Q: 3 clusters Score -2.392956e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 162073 members 
Entering Unmasked Estep 
Score: -23930284.000000 Penalty: 5984.647461
	Iteration 38Q: 3 clusters Score -2.393028e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 163899 members 
Entering Unmasked Estep 
Score: -23930758.000000 Penalty: 5984.647461
	Iteration 39Q: 3 clusters Score -2.393076e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 165358 members 
Entering Unmasked Estep 
Score: -23931252.000000 Penalty: 5984.647461
	Iteration 40F: 3 clusters Score -2.393125e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 166753 members 
Entering Unmasked Estep 
Score: -23931782.000000 Penalty: 5984.647461
	Iteration 41Q: 3 clusters Score -2.393178e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 167916 members 
Entering Unmasked Estep 
Score: -23932172.000000 Penalty: 5984.647461
	Iteration 42Q: 3 clusters Score -2.393217e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 168849 members 
Entering Unmasked Estep 
Score: -23932542.000000 Penalty: 5984.647461
	Iteration 43Q: 3 clusters Score -2.393254e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 169583 members 
Entering Unmasked Estep 
Score: -23932818.000000 Penalty: 5984.647461
	Iteration 44Q: 3 clusters Score -2.393282e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 170121 members 
Entering Unmasked Estep 
Score: -23933002.000000 Penalty: 5984.647461
	Iteration 45Q: 3 clusters Score -2.3933e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 170533 members 
Entering Unmasked Estep 
Score: -23933022.000000 Penalty: 5984.647461
	Iteration 46Q: 3 clusters Score -2.393302e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 170848 members 
Entering Unmasked Estep 
Score: -23933152.000000 Penalty: 5984.647461
	Iteration 47Q: 3 clusters Score -2.393315e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 171112 members 
Entering Unmasked Estep 
Score: -23933266.000000 Penalty: 5984.647461
	Iteration 48Q: 3 clusters Score -2.393327e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 171278 members 
Entering Unmasked Estep 
Score: -23933326.000000 Penalty: 5984.647461
	Iteration 49Q: 3 clusters Score -2.393333e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 171395 members 
Entering Unmasked Estep 
Score: -23933408.000000 Penalty: 5984.647461
	Iteration 50Q: 3 clusters Score -2.393341e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 171521 members 
Entering Unmasked Estep 
Score: -23933462.000000 Penalty: 5984.647461
	Iteration 51Q: 3 clusters Score -2.393346e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 171634 members 
Entering Unmasked Estep 
Score: -23933526.000000 Penalty: 5984.647461
	Iteration 52Q: 3 clusters Score -2.393353e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 171725 members 
Entering Unmasked Estep 
Score: -23933558.000000 Penalty: 5984.647461
	Iteration 53Q: 3 clusters Score -2.393356e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 171792 members 
Entering Unmasked Estep 
Score: -23933568.000000 Penalty: 5984.647461
	Iteration 54Q: 3 clusters Score -2.393357e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 171848 members 
Entering Unmasked Estep 
Score: -23933558.000000 Penalty: 5984.647461
	Iteration 55Q: 3 clusters Score -2.393356e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 171897 members 
Entering Unmasked Estep 
Score: -23933594.000000 Penalty: 5984.647461
	Iteration 56Q: 3 clusters Score -2.393359e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 171938 members 
Entering Unmasked Estep 
Score: -23933594.000000 Penalty: 5984.647461
	Iteration 57Q: 3 clusters Score -2.393359e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 171967 members 
Entering Unmasked Estep 
Score: -23933580.000000 Penalty: 5984.647461
	Iteration 58Q: 3 clusters Score -2.393358e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 171992 members 
Entering Unmasked Estep 
Score: -23933582.000000 Penalty: 5984.647461
	Iteration 59Q: 3 clusters Score -2.393358e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 172014 members 
Entering Unmasked Estep 
Score: -23933604.000000 Penalty: 5984.647461
	Iteration 60F: 3 clusters Score -2.39336e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 172030 members 
Entering Unmasked Estep 
Score: -23933594.000000 Penalty: 5984.647461
	Iteration 61Q: 3 clusters Score -2.393359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 172039 members 
Entering Unmasked Estep 
Score: -23933606.000000 Penalty: 5984.647461
	Iteration 62Q: 3 clusters Score -2.393361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 172048 members 
Entering Unmasked Estep 
Score: -23933580.000000 Penalty: 5984.647461
	Iteration 63Q: 3 clusters Score -2.393358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 172060 members 
Entering Unmasked Estep 
Score: -23933604.000000 Penalty: 5984.647461
	Iteration 64Q: 3 clusters Score -2.39336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 172065 members 
Entering Unmasked Estep 
Score: -23933598.000000 Penalty: 5984.647461
	Iteration 65Q: 3 clusters Score -2.39336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 172074 members 
Entering Unmasked Estep 
Score: -23933602.000000 Penalty: 5984.647461
	Iteration 66Q: 3 clusters Score -2.39336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 172080 members 
Entering Unmasked Estep 
Score: -23933592.000000 Penalty: 5984.647461
	Iteration 67Q: 3 clusters Score -2.393359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 172085 members 
Entering Unmasked Estep 
Score: -23933588.000000 Penalty: 5984.647461
	Iteration 68Q: 3 clusters Score -2.393359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 172092 members 
Entering Unmasked Estep 
Score: -23933576.000000 Penalty: 5984.647461
	Iteration 69Q: 3 clusters Score -2.393358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 172096 members 
Entering Unmasked Estep 
Score: -23933570.000000 Penalty: 5984.647461
	Iteration 70Q: 3 clusters Score -2.393357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 172097 members 
Entering Unmasked Estep 
Score: -23933568.000000 Penalty: 5984.647461
	Iteration 71Q: 3 clusters Score -2.393357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 172098 members 
Entering Unmasked Estep 
Score: -23933574.000000 Penalty: 5984.647461
	Iteration 72Q: 3 clusters Score -2.393357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 172099 members 
Entering Unmasked Estep 
Score: -23933578.000000 Penalty: 5984.647461
	Iteration 73Q: 3 clusters Score -2.393358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 172099 members 
Entering Unmasked Estep 
Score: -23933578.000000 Penalty: 5984.647461
	Iteration 74F: 3 clusters Score -2.393358e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Entering Unmasked Estep 
Score: -1883432.250000 Penalty: 2365.974365
	Iteration 0F: 2 clusters Score -1883432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1873257.875000 Penalty: 4731.948730
	Iteration 0F: 3 clusters Score -1873258 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1876437.250000 Penalty: 4731.948730
	Iteration 1F: 3 clusters Score -1876437 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1876765.875000 Penalty: 4731.948730
	Iteration 2F: 3 clusters Score -1876766 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1877050.000000 Penalty: 4731.948730
	Iteration 3Q: 3 clusters Score -1877050 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1877287.375000 Penalty: 4731.948730
	Iteration 4Q: 3 clusters Score -1877287 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1877517.375000 Penalty: 4731.948730
	Iteration 5Q: 3 clusters Score -1877517 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1877743.250000 Penalty: 4731.948730
	Iteration 6Q: 3 clusters Score -1877743 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1877981.250000 Penalty: 4731.948730
	Iteration 7Q: 3 clusters Score -1877981 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1878242.250000 Penalty: 4731.948730
	Iteration 8Q: 3 clusters Score -1878242 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1878505.250000 Penalty: 4731.948730
	Iteration 9Q: 3 clusters Score -1878505 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1878786.500000 Penalty: 4731.948730
	Iteration 10Q: 3 clusters Score -1878786 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1879123.375000 Penalty: 4731.948730
	Iteration 11Q: 3 clusters Score -1879123 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1879466.125000 Penalty: 4731.948730
	Iteration 12Q: 3 clusters Score -1879466 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1879775.500000 Penalty: 4731.948730
	Iteration 13Q: 3 clusters Score -1879776 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1880085.375000 Penalty: 4731.948730
	Iteration 14Q: 3 clusters Score -1880085 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1880359.000000 Penalty: 4731.948730
	Iteration 15Q: 3 clusters Score -1880359 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1880642.125000 Penalty: 4731.948730
	Iteration 16Q: 3 clusters Score -1880642 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1880840.500000 Penalty: 4731.948730
	Iteration 17Q: 3 clusters Score -1880840 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1880972.875000 Penalty: 4731.948730
	Iteration 18Q: 3 clusters Score -1880973 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1881067.125000 Penalty: 4731.948730
	Iteration 19Q: 3 clusters Score -1881067 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1881129.125000 Penalty: 4731.948730
	Iteration 20F: 3 clusters Score -1881129 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1881177.000000 Penalty: 4731.948730
	Iteration 21Q: 3 clusters Score -1881177 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1881215.250000 Penalty: 4731.948730
	Iteration 22Q: 3 clusters Score -1881215 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1881245.250000 Penalty: 4731.948730
	Iteration 23Q: 3 clusters Score -1881245 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1881279.875000 Penalty: 4731.948730
	Iteration 24Q: 3 clusters Score -1881280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1881327.875000 Penalty: 4731.948730
	Iteration 25Q: 3 clusters Score -1881328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1881359.625000 Penalty: 4731.948730
	Iteration 26Q: 3 clusters Score -1881360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1881371.750000 Penalty: 4731.948730
	Iteration 27Q: 3 clusters Score -1881372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1881379.375000 Penalty: 4731.948730
	Iteration 28Q: 3 clusters Score -1881379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1881387.375000 Penalty: 4731.948730
	Iteration 29Q: 3 clusters Score -1881387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1881392.875000 Penalty: 4731.948730
	Iteration 30Q: 3 clusters Score -1881393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1881402.000000 Penalty: 4731.948730
	Iteration 31Q: 3 clusters Score -1881402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1881408.250000 Penalty: 4731.948730
	Iteration 32Q: 3 clusters Score -1881408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1881411.500000 Penalty: 4731.948730
	Iteration 33Q: 3 clusters Score -1881412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1881412.125000 Penalty: 4731.948730
	Iteration 34Q: 3 clusters Score -1881412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1881412.125000 Penalty: 4731.948730
	Iteration 35F: 3 clusters Score -1881412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -154075.859375 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -154075.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -152003.843750 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -152003.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -152280.203125 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -152280.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -152346.921875 Penalty: 3508.341797
	Iteration 2Q: 3 clusters Score -152346.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -152392.375000 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -152392.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -152420.187500 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -152420.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -152444.187500 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -152444.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -152458.125000 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -152458.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -152467.296875 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -152467.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -152474.218750 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -152474.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -152474.281250 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -152474.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -152474.281250 Penalty: 3508.341797
	Iteration 10F: 3 clusters Score -152474.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Entering Unmasked Estep 
Score: -871253.812500 Penalty: 2183.807373
	Iteration 0F: 2 clusters Score -871253.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -865658.500000 Penalty: 4367.614746
	Iteration 0F: 3 clusters Score -865658.5 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -867104.750000 Penalty: 4367.614746
	Iteration 1F: 3 clusters Score -867104.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -867342.562500 Penalty: 4367.614746
	Iteration 2F: 3 clusters Score -867342.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -867478.937500 Penalty: 4367.614746
	Iteration 3Q: 3 clusters Score -867478.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -867590.125000 Penalty: 4367.614746
	Iteration 4Q: 3 clusters Score -867590.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -867694.625000 Penalty: 4367.614746
	Iteration 5Q: 3 clusters Score -867694.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -867771.687500 Penalty: 4367.614746
	Iteration 6Q: 3 clusters Score -867771.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -867843.875000 Penalty: 4367.614746
	Iteration 7Q: 3 clusters Score -867843.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -867906.875000 Penalty: 4367.614746
	Iteration 8Q: 3 clusters Score -867906.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -867970.312500 Penalty: 4367.614746
	Iteration 9Q: 3 clusters Score -867970.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -868035.437500 Penalty: 4367.614746
	Iteration 10Q: 3 clusters Score -868035.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -868109.937500 Penalty: 4367.614746
	Iteration 11Q: 3 clusters Score -868109.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -868179.875000 Penalty: 4367.614746
	Iteration 12Q: 3 clusters Score -868179.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -868255.750000 Penalty: 4367.614746
	Iteration 13Q: 3 clusters Score -868255.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -868311.812500 Penalty: 4367.614746
	Iteration 14Q: 3 clusters Score -868311.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -868395.062500 Penalty: 4367.614746
	Iteration 15Q: 3 clusters Score -868395.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -868468.937500 Penalty: 4367.614746
	Iteration 16Q: 3 clusters Score -868468.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -868538.750000 Penalty: 4367.614746
	Iteration 17Q: 3 clusters Score -868538.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -868614.000000 Penalty: 4367.614746
	Iteration 18Q: 3 clusters Score -868614 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -868693.937500 Penalty: 4367.614746
	Iteration 19Q: 3 clusters Score -868693.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -868764.312500 Penalty: 4367.614746
	Iteration 20F: 3 clusters Score -868764.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -868822.375000 Penalty: 4367.614746
	Iteration 21Q: 3 clusters Score -868822.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -868857.437500 Penalty: 4367.614746
	Iteration 22Q: 3 clusters Score -868857.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -868884.625000 Penalty: 4367.614746
	Iteration 23Q: 3 clusters Score -868884.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -868908.750000 Penalty: 4367.614746
	Iteration 24Q: 3 clusters Score -868908.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -868928.875000 Penalty: 4367.614746
	Iteration 25Q: 3 clusters Score -868928.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -868947.687500 Penalty: 4367.614746
	Iteration 26Q: 3 clusters Score -868947.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -868964.125000 Penalty: 4367.614746
	Iteration 27Q: 3 clusters Score -868964.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -868976.125000 Penalty: 4367.614746
	Iteration 28Q: 3 clusters Score -868976.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -868985.437500 Penalty: 4367.614746
	Iteration 29Q: 3 clusters Score -868985.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -868997.312500 Penalty: 4367.614746
	Iteration 30Q: 3 clusters Score -868997.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -869008.750000 Penalty: 4367.614746
	Iteration 31Q: 3 clusters Score -869008.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -869016.687500 Penalty: 4367.614746
	Iteration 32Q: 3 clusters Score -869016.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -869025.562500 Penalty: 4367.614746
	Iteration 33Q: 3 clusters Score -869025.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -869034.250000 Penalty: 4367.614746
	Iteration 34Q: 3 clusters Score -869034.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -869045.437500 Penalty: 4367.614746
	Iteration 35Q: 3 clusters Score -869045.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -869057.250000 Penalty: 4367.614746
	Iteration 36Q: 3 clusters Score -869057.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -869067.750000 Penalty: 4367.614746
	Iteration 37Q: 3 clusters Score -869067.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -869076.000000 Penalty: 4367.614746
	Iteration 38Q: 3 clusters Score -869076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -869087.812500 Penalty: 4367.614746
	Iteration 39Q: 3 clusters Score -869087.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -869094.500000 Penalty: 4367.614746
	Iteration 40F: 3 clusters Score -869094.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -869100.062500 Penalty: 4367.614746
	Iteration 41Q: 3 clusters Score -869100.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -869109.437500 Penalty: 4367.614746
	Iteration 42Q: 3 clusters Score -869109.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -869116.500000 Penalty: 4367.614746
	Iteration 43Q: 3 clusters Score -869116.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -869128.187500 Penalty: 4367.614746
	Iteration 44Q: 3 clusters Score -869128.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -869136.562500 Penalty: 4367.614746
	Iteration 45Q: 3 clusters Score -869136.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -869145.500000 Penalty: 4367.614746
	Iteration 46Q: 3 clusters Score -869145.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -869151.187500 Penalty: 4367.614746
	Iteration 47Q: 3 clusters Score -869151.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -869156.437500 Penalty: 4367.614746
	Iteration 48Q: 3 clusters Score -869156.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -869159.000000 Penalty: 4367.614746
	Iteration 49Q: 3 clusters Score -869159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -869161.250000 Penalty: 4367.614746
	Iteration 50Q: 3 clusters Score -869161.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -869160.812500 Penalty: 4367.614746
	Iteration 51Q: 3 clusters Score -869160.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -869164.250000 Penalty: 4367.614746
	Iteration 52Q: 3 clusters Score -869164.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -869163.312500 Penalty: 4367.614746
	Iteration 53Q: 3 clusters Score -869163.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -869163.312500 Penalty: 4367.614746
	Iteration 54F: 3 clusters Score -869163.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -58908.148438 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -58908.15 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 266 members 
Entering Unmasked Estep 
Score: -57440.015625 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -57440.02 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57804.917969 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -57804.92 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58015.550781 Penalty: 3098.068848
	Iteration 2F: 3 clusters Score -58015.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58212.214844 Penalty: 3098.068848
	Iteration 3F: 3 clusters Score -58212.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58437.980469 Penalty: 3098.068848
	Iteration 4F: 3 clusters Score -58437.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -58486.835938 Penalty: 3098.068848
	Iteration 5Q: 3 clusters Score -58486.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58517.929688 Penalty: 3098.068848
	Iteration 6Q: 3 clusters Score -58517.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58552.906250 Penalty: 3098.068848
	Iteration 7Q: 3 clusters Score -58552.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -58565.148438 Penalty: 3098.068848
	Iteration 8Q: 3 clusters Score -58565.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -58569.882812 Penalty: 3098.068848
	Iteration 9Q: 3 clusters Score -58569.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -58570.871094 Penalty: 3098.068848
	Iteration 10Q: 3 clusters Score -58570.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -58572.121094 Penalty: 3098.068848
	Iteration 11Q: 3 clusters Score -58572.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -58575.421875 Penalty: 3098.068848
	Iteration 12Q: 3 clusters Score -58575.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -58580.796875 Penalty: 3098.068848
	Iteration 13Q: 3 clusters Score -58580.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -58583.199219 Penalty: 3098.068848
	Iteration 14Q: 3 clusters Score -58583.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -58583.199219 Penalty: 3098.068848
	Iteration 15F: 3 clusters Score -58583.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (164281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164281 members 
Entering Unmasked Estep 
Score: -22620984.000000 Penalty: 2978.314697
	Iteration 0F: 2 clusters Score -2.262098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82387 members 
Mstep: Class 2 contains 81894 members 
Entering Unmasked Estep 
Score: -22512856.000000 Penalty: 5956.629395
	Iteration 0F: 3 clusters Score -2.251286e+07 nChanged 78614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86041 members 
Mstep: Class 2 contains 78240 members 
Entering Unmasked Estep 
Score: -22558838.000000 Penalty: 5956.629395
	Iteration 1F: 3 clusters Score -2.255884e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88163 members 
Mstep: Class 2 contains 76118 members 
Entering Unmasked Estep 
Score: -22559946.000000 Penalty: 5956.629395
	Iteration 2Q: 3 clusters Score -2.255995e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91465 members 
Mstep: Class 2 contains 72816 members 
Entering Unmasked Estep 
Score: -22561604.000000 Penalty: 5956.629395
	Iteration 3Q: 3 clusters Score -2.25616e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96489 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -22563816.000000 Penalty: 5956.629395
	Iteration 4Q: 3 clusters Score -2.256382e+07 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103947 members 
Mstep: Class 2 contains 60334 members 
Entering Unmasked Estep 
Score: -22568052.000000 Penalty: 5956.629395
	Iteration 5F: 3 clusters Score -2.256805e+07 nChanged 11101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114474 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
Score: -22575718.000000 Penalty: 5956.629395
	Iteration 6F: 3 clusters Score -2.257572e+07 nChanged 13682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127838 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -22587048.000000 Penalty: 5956.629395
	Iteration 7F: 3 clusters Score -2.258705e+07 nChanged 14093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141819 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -22600318.000000 Penalty: 5956.629395
	Iteration 8F: 3 clusters Score -2.260032e+07 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152960 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -22610402.000000 Penalty: 5956.629395
	Iteration 9F: 3 clusters Score -2.26104e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159111 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -22615294.000000 Penalty: 5956.629395
	Iteration 10Q: 3 clusters Score -2.261529e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161808 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -22617244.000000 Penalty: 5956.629395
	Iteration 11Q: 3 clusters Score -2.261724e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162817 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -22618276.000000 Penalty: 5956.629395
	Iteration 12Q: 3 clusters Score -2.261828e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163137 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -22618782.000000 Penalty: 5956.629395
	Iteration 13Q: 3 clusters Score -2.261878e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163256 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -22619048.000000 Penalty: 5956.629395
	Iteration 14Q: 3 clusters Score -2.261905e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163330 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -22619204.000000 Penalty: 5956.629395
	Iteration 15Q: 3 clusters Score -2.26192e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163380 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -22619288.000000 Penalty: 5956.629395
	Iteration 16Q: 3 clusters Score -2.261929e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163413 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -22619332.000000 Penalty: 5956.629395
	Iteration 17Q: 3 clusters Score -2.261933e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163442 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -22619370.000000 Penalty: 5956.629395
	Iteration 18Q: 3 clusters Score -2.261937e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163457 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -22619382.000000 Penalty: 5956.629395
	Iteration 19Q: 3 clusters Score -2.261938e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163469 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -22619500.000000 Penalty: 5956.629395
	Iteration 20F: 3 clusters Score -2.26195e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163444 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -22619604.000000 Penalty: 5956.629395
	Iteration 21Q: 3 clusters Score -2.26196e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163431 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -22619664.000000 Penalty: 5956.629395
	Iteration 22Q: 3 clusters Score -2.261966e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163429 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -22619710.000000 Penalty: 5956.629395
	Iteration 23Q: 3 clusters Score -2.261971e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163424 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -22619744.000000 Penalty: 5956.629395
	Iteration 24Q: 3 clusters Score -2.261974e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163433 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -22619812.000000 Penalty: 5956.629395
	Iteration 25Q: 3 clusters Score -2.261981e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163439 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -22619834.000000 Penalty: 5956.629395
	Iteration 26Q: 3 clusters Score -2.261983e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163455 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -22619864.000000 Penalty: 5956.629395
	Iteration 27Q: 3 clusters Score -2.261986e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163457 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -22619860.000000 Penalty: 5956.629395
	Iteration 28Q: 3 clusters Score -2.261986e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163465 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -22619870.000000 Penalty: 5956.629395
	Iteration 29Q: 3 clusters Score -2.261987e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163475 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -22619894.000000 Penalty: 5956.629395
	Iteration 30Q: 3 clusters Score -2.261989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163482 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -22619880.000000 Penalty: 5956.629395
	Iteration 31Q: 3 clusters Score -2.261988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163482 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -22619890.000000 Penalty: 5956.629395
	Iteration 32Q: 3 clusters Score -2.261989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163485 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -22619880.000000 Penalty: 5956.629395
	Iteration 33Q: 3 clusters Score -2.261988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163486 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -22619870.000000 Penalty: 5956.629395
	Iteration 34Q: 3 clusters Score -2.261987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163486 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -22619870.000000 Penalty: 5956.629395
	Iteration 35Q: 3 clusters Score -2.261987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163486 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -22619886.000000 Penalty: 5956.629395
	Iteration 36F: 3 clusters Score -2.261989e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163472 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -22619926.000000 Penalty: 5956.629395
	Iteration 37Q: 3 clusters Score -2.261993e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163468 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -22619942.000000 Penalty: 5956.629395
	Iteration 38Q: 3 clusters Score -2.261994e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163466 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -22619934.000000 Penalty: 5956.629395
	Iteration 39Q: 3 clusters Score -2.261993e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163473 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -22619936.000000 Penalty: 5956.629395
	Iteration 40F: 3 clusters Score -2.261994e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163475 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -22619950.000000 Penalty: 5956.629395
	Iteration 41Q: 3 clusters Score -2.261995e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163486 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -22619956.000000 Penalty: 5956.629395
	Iteration 42Q: 3 clusters Score -2.261996e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163485 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -22619960.000000 Penalty: 5956.629395
	Iteration 43Q: 3 clusters Score -2.261996e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163479 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -22619982.000000 Penalty: 5956.629395
	Iteration 44Q: 3 clusters Score -2.261998e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163489 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -22620006.000000 Penalty: 5956.629395
	Iteration 45Q: 3 clusters Score -2.262001e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163488 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -22619990.000000 Penalty: 5956.629395
	Iteration 46Q: 3 clusters Score -2.261999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163486 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -22620018.000000 Penalty: 5956.629395
	Iteration 47Q: 3 clusters Score -2.262002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163485 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -22620010.000000 Penalty: 5956.629395
	Iteration 48Q: 3 clusters Score -2.262001e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163487 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -22620016.000000 Penalty: 5956.629395
	Iteration 49Q: 3 clusters Score -2.262002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163490 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -22620016.000000 Penalty: 5956.629395
	Iteration 50Q: 3 clusters Score -2.262002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163490 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -22620006.000000 Penalty: 5956.629395
	Iteration 51Q: 3 clusters Score -2.262001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163489 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -22620012.000000 Penalty: 5956.629395
	Iteration 52Q: 3 clusters Score -2.262001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163487 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -22620010.000000 Penalty: 5956.629395
	Iteration 53Q: 3 clusters Score -2.262001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163487 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -22620010.000000 Penalty: 5956.629395
	Iteration 54F: 3 clusters Score -2.262001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Entering Unmasked Estep 
Score: -5033042.500000 Penalty: 2602.976807
	Iteration 0F: 2 clusters Score -5033042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -5008416.000000 Penalty: 5205.953613
	Iteration 0F: 3 clusters Score -5008416 nChanged 16401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -5017318.000000 Penalty: 5205.953613
	Iteration 1F: 3 clusters Score -5017318 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -5017774.500000 Penalty: 5205.953613
	Iteration 2Q: 3 clusters Score -5017774 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -5018194.500000 Penalty: 5205.953613
	Iteration 3Q: 3 clusters Score -5018194 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -5018719.000000 Penalty: 5205.953613
	Iteration 4Q: 3 clusters Score -5018719 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -5019346.500000 Penalty: 5205.953613
	Iteration 5Q: 3 clusters Score -5019346 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -5020279.000000 Penalty: 5205.953613
	Iteration 6Q: 3 clusters Score -5020279 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -5021561.500000 Penalty: 5205.953613
	Iteration 7F: 3 clusters Score -5021562 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -5023215.500000 Penalty: 5205.953613
	Iteration 8F: 3 clusters Score -5023216 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -5025209.000000 Penalty: 5205.953613
	Iteration 9F: 3 clusters Score -5025209 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -5027250.500000 Penalty: 5205.953613
	Iteration 10F: 3 clusters Score -5027250 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -5028865.000000 Penalty: 5205.953613
	Iteration 11Q: 3 clusters Score -5028865 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -5029798.000000 Penalty: 5205.953613
	Iteration 12Q: 3 clusters Score -5029798 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -5030252.500000 Penalty: 5205.953613
	Iteration 13Q: 3 clusters Score -5030252 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -5030474.500000 Penalty: 5205.953613
	Iteration 14Q: 3 clusters Score -5030474 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -5030563.500000 Penalty: 5205.953613
	Iteration 15Q: 3 clusters Score -5030564 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -5030609.500000 Penalty: 5205.953613
	Iteration 16Q: 3 clusters Score -5030610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -5030637.500000 Penalty: 5205.953613
	Iteration 17Q: 3 clusters Score -5030638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -5030655.500000 Penalty: 5205.953613
	Iteration 18Q: 3 clusters Score -5030656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -5030670.500000 Penalty: 5205.953613
	Iteration 19Q: 3 clusters Score -5030670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -5030669.500000 Penalty: 5205.953613
	Iteration 20F: 3 clusters Score -5030670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -5030674.500000 Penalty: 5205.953613
	Iteration 21Q: 3 clusters Score -5030674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -5030676.500000 Penalty: 5205.953613
	Iteration 22Q: 3 clusters Score -5030676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -5030682.500000 Penalty: 5205.953613
	Iteration 23Q: 3 clusters Score -5030682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -5030686.500000 Penalty: 5205.953613
	Iteration 24Q: 3 clusters Score -5030686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -5030691.000000 Penalty: 5205.953613
	Iteration 25Q: 3 clusters Score -5030691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -5030687.500000 Penalty: 5205.953613
	Iteration 26Q: 3 clusters Score -5030688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -5030695.000000 Penalty: 5205.953613
	Iteration 27Q: 3 clusters Score -5030695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -5030702.000000 Penalty: 5205.953613
	Iteration 28Q: 3 clusters Score -5030702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -5030703.500000 Penalty: 5205.953613
	Iteration 29Q: 3 clusters Score -5030704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -5030713.500000 Penalty: 5205.953613
	Iteration 30Q: 3 clusters Score -5030714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -5030716.500000 Penalty: 5205.953613
	Iteration 31Q: 3 clusters Score -5030716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -5030726.000000 Penalty: 5205.953613
	Iteration 32Q: 3 clusters Score -5030726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -5030732.000000 Penalty: 5205.953613
	Iteration 33Q: 3 clusters Score -5030732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -5030731.000000 Penalty: 5205.953613
	Iteration 34Q: 3 clusters Score -5030731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -5030739.000000 Penalty: 5205.953613
	Iteration 35Q: 3 clusters Score -5030739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -5030739.000000 Penalty: 5205.953613
	Iteration 36Q: 3 clusters Score -5030739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -5030739.000000 Penalty: 5205.953613
	Iteration 37F: 3 clusters Score -5030739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Entering Unmasked Estep 
Score: -1600427.125000 Penalty: 2324.390869
	Iteration 0F: 2 clusters Score -1600427 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 5912 members 
Entering Unmasked Estep 
Score: -1591562.875000 Penalty: 4648.781738
	Iteration 0F: 3 clusters Score -1591563 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1594160.875000 Penalty: 4648.781738
	Iteration 1F: 3 clusters Score -1594161 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1594402.375000 Penalty: 4648.781738
	Iteration 2F: 3 clusters Score -1594402 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1594596.125000 Penalty: 4648.781738
	Iteration 3Q: 3 clusters Score -1594596 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1594728.500000 Penalty: 4648.781738
	Iteration 4Q: 3 clusters Score -1594728 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1594829.625000 Penalty: 4648.781738
	Iteration 5Q: 3 clusters Score -1594830 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1594925.875000 Penalty: 4648.781738
	Iteration 6Q: 3 clusters Score -1594926 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1595028.000000 Penalty: 4648.781738
	Iteration 7Q: 3 clusters Score -1595028 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1595155.250000 Penalty: 4648.781738
	Iteration 8Q: 3 clusters Score -1595155 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1595318.250000 Penalty: 4648.781738
	Iteration 9Q: 3 clusters Score -1595318 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1595527.500000 Penalty: 4648.781738
	Iteration 10Q: 3 clusters Score -1595528 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1595798.500000 Penalty: 4648.781738
	Iteration 11Q: 3 clusters Score -1595798 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1596174.375000 Penalty: 4648.781738
	Iteration 12Q: 3 clusters Score -1596174 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1596648.125000 Penalty: 4648.781738
	Iteration 13F: 3 clusters Score -1596648 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1597136.875000 Penalty: 4648.781738
	Iteration 14F: 3 clusters Score -1597137 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1597540.750000 Penalty: 4648.781738
	Iteration 15Q: 3 clusters Score -1597541 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1597844.875000 Penalty: 4648.781738
	Iteration 16Q: 3 clusters Score -1597845 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1598033.875000 Penalty: 4648.781738
	Iteration 17Q: 3 clusters Score -1598034 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1598199.375000 Penalty: 4648.781738
	Iteration 18Q: 3 clusters Score -1598199 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1598350.000000 Penalty: 4648.781738
	Iteration 19Q: 3 clusters Score -1598350 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1598440.375000 Penalty: 4648.781738
	Iteration 20F: 3 clusters Score -1598440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1598481.625000 Penalty: 4648.781738
	Iteration 21Q: 3 clusters Score -1598482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1598511.125000 Penalty: 4648.781738
	Iteration 22Q: 3 clusters Score -1598511 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1598536.750000 Penalty: 4648.781738
	Iteration 23Q: 3 clusters Score -1598537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1598566.000000 Penalty: 4648.781738
	Iteration 24Q: 3 clusters Score -1598566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1598582.125000 Penalty: 4648.781738
	Iteration 25Q: 3 clusters Score -1598582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1598607.000000 Penalty: 4648.781738
	Iteration 26Q: 3 clusters Score -1598607 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1598624.500000 Penalty: 4648.781738
	Iteration 27Q: 3 clusters Score -1598624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1598640.125000 Penalty: 4648.781738
	Iteration 28Q: 3 clusters Score -1598640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1598652.500000 Penalty: 4648.781738
	Iteration 29Q: 3 clusters Score -1598652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1598658.875000 Penalty: 4648.781738
	Iteration 30Q: 3 clusters Score -1598659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1598663.000000 Penalty: 4648.781738
	Iteration 31Q: 3 clusters Score -1598663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1598662.750000 Penalty: 4648.781738
	Iteration 32Q: 3 clusters Score -1598663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1598665.000000 Penalty: 4648.781738
	Iteration 33Q: 3 clusters Score -1598665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1598665.500000 Penalty: 4648.781738
	Iteration 34Q: 3 clusters Score -1598666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1598666.250000 Penalty: 4648.781738
	Iteration 35Q: 3 clusters Score -1598666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1598664.875000 Penalty: 4648.781738
	Iteration 36Q: 3 clusters Score -1598665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1598664.875000 Penalty: 4648.781738
	Iteration 37F: 3 clusters Score -1598665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (182259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182259 members 
Entering Unmasked Estep 
Score: -24973258.000000 Penalty: 3004.069580
	Iteration 0F: 2 clusters Score -2.497326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91127 members 
Mstep: Class 2 contains 91132 members 
Entering Unmasked Estep 
Score: -24857432.000000 Penalty: 6008.139160
	Iteration 0F: 3 clusters Score -2.485743e+07 nChanged 87575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90228 members 
Mstep: Class 2 contains 92031 members 
Entering Unmasked Estep 
Score: -24908402.000000 Penalty: 6008.139160
	Iteration 1F: 3 clusters Score -2.49084e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89399 members 
Mstep: Class 2 contains 92860 members 
Entering Unmasked Estep 
Score: -24909234.000000 Penalty: 6008.139160
	Iteration 2Q: 3 clusters Score -2.490923e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88119 members 
Mstep: Class 2 contains 94140 members 
Entering Unmasked Estep 
Score: -24910264.000000 Penalty: 6008.139160
	Iteration 3Q: 3 clusters Score -2.491026e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86362 members 
Mstep: Class 2 contains 95897 members 
Entering Unmasked Estep 
Score: -24911480.000000 Penalty: 6008.139160
	Iteration 4Q: 3 clusters Score -2.491148e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83874 members 
Mstep: Class 2 contains 98385 members 
Entering Unmasked Estep 
Score: -24913026.000000 Penalty: 6008.139160
	Iteration 5Q: 3 clusters Score -2.491303e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80291 members 
Mstep: Class 2 contains 101968 members 
Entering Unmasked Estep 
Score: -24915084.000000 Penalty: 6008.139160
	Iteration 6Q: 3 clusters Score -2.491508e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75319 members 
Mstep: Class 2 contains 106940 members 
Entering Unmasked Estep 
Score: -24918150.000000 Penalty: 6008.139160
	Iteration 7Q: 3 clusters Score -2.491815e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68786 members 
Mstep: Class 2 contains 113473 members 
Entering Unmasked Estep 
Score: -24922936.000000 Penalty: 6008.139160
	Iteration 8Q: 3 clusters Score -2.492294e+07 nChanged 9908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 121499 members 
Entering Unmasked Estep 
Score: -24930342.000000 Penalty: 6008.139160
	Iteration 9F: 3 clusters Score -2.493034e+07 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52116 members 
Mstep: Class 2 contains 130143 members 
Entering Unmasked Estep 
Score: -24939162.000000 Penalty: 6008.139160
	Iteration 10F: 3 clusters Score -2.493916e+07 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 137623 members 
Entering Unmasked Estep 
Score: -24947994.000000 Penalty: 6008.139160
	Iteration 11F: 3 clusters Score -2.494799e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 143012 members 
Entering Unmasked Estep 
Score: -24953996.000000 Penalty: 6008.139160
	Iteration 12Q: 3 clusters Score -2.4954e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 147134 members 
Entering Unmasked Estep 
Score: -24957312.000000 Penalty: 6008.139160
	Iteration 13Q: 3 clusters Score -2.495731e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 150701 members 
Entering Unmasked Estep 
Score: -24959256.000000 Penalty: 6008.139160
	Iteration 14Q: 3 clusters Score -2.495926e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 154055 members 
Entering Unmasked Estep 
Score: -24960478.000000 Penalty: 6008.139160
	Iteration 15Q: 3 clusters Score -2.496048e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 157198 members 
Entering Unmasked Estep 
Score: -24961432.000000 Penalty: 6008.139160
	Iteration 16Q: 3 clusters Score -2.496143e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 160173 members 
Entering Unmasked Estep 
Score: -24962608.000000 Penalty: 6008.139160
	Iteration 17Q: 3 clusters Score -2.496261e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 162975 members 
Entering Unmasked Estep 
Score: -24963592.000000 Penalty: 6008.139160
	Iteration 18Q: 3 clusters Score -2.496359e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 165548 members 
Entering Unmasked Estep 
Score: -24964670.000000 Penalty: 6008.139160
	Iteration 19Q: 3 clusters Score -2.496467e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 167994 members 
Entering Unmasked Estep 
Score: -24965528.000000 Penalty: 6008.139160
	Iteration 20F: 3 clusters Score -2.496553e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 170177 members 
Entering Unmasked Estep 
Score: -24966346.000000 Penalty: 6008.139160
	Iteration 21Q: 3 clusters Score -2.496635e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 172085 members 
Entering Unmasked Estep 
Score: -24967066.000000 Penalty: 6008.139160
	Iteration 22Q: 3 clusters Score -2.496707e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 173722 members 
Entering Unmasked Estep 
Score: -24967666.000000 Penalty: 6008.139160
	Iteration 23Q: 3 clusters Score -2.496767e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 175080 members 
Entering Unmasked Estep 
Score: -24968210.000000 Penalty: 6008.139160
	Iteration 24Q: 3 clusters Score -2.496821e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 176196 members 
Entering Unmasked Estep 
Score: -24968540.000000 Penalty: 6008.139160
	Iteration 25Q: 3 clusters Score -2.496854e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 177118 members 
Entering Unmasked Estep 
Score: -24968952.000000 Penalty: 6008.139160
	Iteration 26Q: 3 clusters Score -2.496895e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 177894 members 
Entering Unmasked Estep 
Score: -24969222.000000 Penalty: 6008.139160
	Iteration 27Q: 3 clusters Score -2.496922e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 178486 members 
Entering Unmasked Estep 
Score: -24969402.000000 Penalty: 6008.139160
	Iteration 28Q: 3 clusters Score -2.49694e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 178952 members 
Entering Unmasked Estep 
Score: -24969602.000000 Penalty: 6008.139160
	Iteration 29Q: 3 clusters Score -2.49696e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 179341 members 
Entering Unmasked Estep 
Score: -24969780.000000 Penalty: 6008.139160
	Iteration 30Q: 3 clusters Score -2.496978e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 179650 members 
Entering Unmasked Estep 
Score: -24969992.000000 Penalty: 6008.139160
	Iteration 31Q: 3 clusters Score -2.496999e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 179898 members 
Entering Unmasked Estep 
Score: -24970102.000000 Penalty: 6008.139160
	Iteration 32Q: 3 clusters Score -2.49701e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 180073 members 
Entering Unmasked Estep 
Score: -24970188.000000 Penalty: 6008.139160
	Iteration 33Q: 3 clusters Score -2.497019e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 180242 members 
Entering Unmasked Estep 
Score: -24970258.000000 Penalty: 6008.139160
	Iteration 34Q: 3 clusters Score -2.497026e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 180363 members 
Entering Unmasked Estep 
Score: -24970328.000000 Penalty: 6008.139160
	Iteration 35Q: 3 clusters Score -2.497033e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 180474 members 
Entering Unmasked Estep 
Score: -24970394.000000 Penalty: 6008.139160
	Iteration 36Q: 3 clusters Score -2.497039e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 180558 members 
Entering Unmasked Estep 
Score: -24970472.000000 Penalty: 6008.139160
	Iteration 37Q: 3 clusters Score -2.497047e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 180637 members 
Entering Unmasked Estep 
Score: -24970510.000000 Penalty: 6008.139160
	Iteration 38Q: 3 clusters Score -2.497051e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 180695 members 
Entering Unmasked Estep 
Score: -24970536.000000 Penalty: 6008.139160
	Iteration 39Q: 3 clusters Score -2.497054e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 180739 members 
Entering Unmasked Estep 
Score: -24970578.000000 Penalty: 6008.139160
	Iteration 40F: 3 clusters Score -2.497058e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 180772 members 
Entering Unmasked Estep 
Score: -24970580.000000 Penalty: 6008.139160
	Iteration 41Q: 3 clusters Score -2.497058e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 180806 members 
Entering Unmasked Estep 
Score: -24970630.000000 Penalty: 6008.139160
	Iteration 42Q: 3 clusters Score -2.497063e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 180842 members 
Entering Unmasked Estep 
Score: -24970652.000000 Penalty: 6008.139160
	Iteration 43Q: 3 clusters Score -2.497065e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 180869 members 
Entering Unmasked Estep 
Score: -24970646.000000 Penalty: 6008.139160
	Iteration 44Q: 3 clusters Score -2.497065e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 180889 members 
Entering Unmasked Estep 
Score: -24970654.000000 Penalty: 6008.139160
	Iteration 45Q: 3 clusters Score -2.497065e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 180904 members 
Entering Unmasked Estep 
Score: -24970642.000000 Penalty: 6008.139160
	Iteration 46Q: 3 clusters Score -2.497064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 180913 members 
Entering Unmasked Estep 
Score: -24970648.000000 Penalty: 6008.139160
	Iteration 47Q: 3 clusters Score -2.497065e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 180920 members 
Entering Unmasked Estep 
Score: -24970666.000000 Penalty: 6008.139160
	Iteration 48Q: 3 clusters Score -2.497067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 180928 members 
Entering Unmasked Estep 
Score: -24970692.000000 Penalty: 6008.139160
	Iteration 49Q: 3 clusters Score -2.497069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 180938 members 
Entering Unmasked Estep 
Score: -24970688.000000 Penalty: 6008.139160
	Iteration 50Q: 3 clusters Score -2.497069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 180942 members 
Entering Unmasked Estep 
Score: -24970690.000000 Penalty: 6008.139160
	Iteration 51Q: 3 clusters Score -2.497069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 180945 members 
Entering Unmasked Estep 
Score: -24970702.000000 Penalty: 6008.139160
	Iteration 52Q: 3 clusters Score -2.49707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 180947 members 
Entering Unmasked Estep 
Score: -24970692.000000 Penalty: 6008.139160
	Iteration 53Q: 3 clusters Score -2.497069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 180953 members 
Entering Unmasked Estep 
Score: -24970708.000000 Penalty: 6008.139160
	Iteration 54Q: 3 clusters Score -2.497071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 180957 members 
Entering Unmasked Estep 
Score: -24970708.000000 Penalty: 6008.139160
	Iteration 55Q: 3 clusters Score -2.497071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 180956 members 
Entering Unmasked Estep 
Score: -24970710.000000 Penalty: 6008.139160
	Iteration 56Q: 3 clusters Score -2.497071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 180957 members 
Entering Unmasked Estep 
Score: -24970714.000000 Penalty: 6008.139160
	Iteration 57Q: 3 clusters Score -2.497071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 180959 members 
Entering Unmasked Estep 
Score: -24970710.000000 Penalty: 6008.139160
	Iteration 58Q: 3 clusters Score -2.497071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 180960 members 
Entering Unmasked Estep 
Score: -24970702.000000 Penalty: 6008.139160
	Iteration 59Q: 3 clusters Score -2.49707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 180962 members 
Entering Unmasked Estep 
Score: -24970712.000000 Penalty: 6008.139160
	Iteration 60F: 3 clusters Score -2.497071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 180964 members 
Entering Unmasked Estep 
Score: -24970708.000000 Penalty: 6008.139160
	Iteration 61Q: 3 clusters Score -2.497071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 180969 members 
Entering Unmasked Estep 
Score: -24970706.000000 Penalty: 6008.139160
	Iteration 62Q: 3 clusters Score -2.497071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 180977 members 
Entering Unmasked Estep 
Score: -24970708.000000 Penalty: 6008.139160
	Iteration 63Q: 3 clusters Score -2.497071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 180981 members 
Entering Unmasked Estep 
Score: -24970714.000000 Penalty: 6008.139160
	Iteration 64Q: 3 clusters Score -2.497071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 180990 members 
Entering Unmasked Estep 
Score: -24970724.000000 Penalty: 6008.139160
	Iteration 65Q: 3 clusters Score -2.497072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 180995 members 
Entering Unmasked Estep 
Score: -24970732.000000 Penalty: 6008.139160
	Iteration 66Q: 3 clusters Score -2.497073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 180998 members 
Entering Unmasked Estep 
Score: -24970730.000000 Penalty: 6008.139160
	Iteration 67Q: 3 clusters Score -2.497073e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 181000 members 
Entering Unmasked Estep 
Score: -24970740.000000 Penalty: 6008.139160
	Iteration 68Q: 3 clusters Score -2.497074e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 181007 members 
Entering Unmasked Estep 
Score: -24970742.000000 Penalty: 6008.139160
	Iteration 69Q: 3 clusters Score -2.497074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 181011 members 
Entering Unmasked Estep 
Score: -24970730.000000 Penalty: 6008.139160
	Iteration 70Q: 3 clusters Score -2.497073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 181013 members 
Entering Unmasked Estep 
Score: -24970742.000000 Penalty: 6008.139160
	Iteration 71Q: 3 clusters Score -2.497074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 181018 members 
Entering Unmasked Estep 
Score: -24970744.000000 Penalty: 6008.139160
	Iteration 72Q: 3 clusters Score -2.497074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 181024 members 
Entering Unmasked Estep 
Score: -24970746.000000 Penalty: 6008.139160
	Iteration 73Q: 3 clusters Score -2.497075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 181031 members 
Entering Unmasked Estep 
Score: -24970740.000000 Penalty: 6008.139160
	Iteration 74Q: 3 clusters Score -2.497074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 181035 members 
Entering Unmasked Estep 
Score: -24970752.000000 Penalty: 6008.139160
	Iteration 75Q: 3 clusters Score -2.497075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 181038 members 
Entering Unmasked Estep 
Score: -24970752.000000 Penalty: 6008.139160
	Iteration 76Q: 3 clusters Score -2.497075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 181040 members 
Entering Unmasked Estep 
Score: -24970752.000000 Penalty: 6008.139160
	Iteration 77Q: 3 clusters Score -2.497075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 181040 members 
Entering Unmasked Estep 
Score: -24970752.000000 Penalty: 6008.139160
	Iteration 78F: 3 clusters Score -2.497075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -76243.687500 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -76243.69 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 316 members 
Entering Unmasked Estep 
Score: -74629.195312 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -74629.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -74938.203125 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -74938.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75056.015625 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -75056.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75132.445312 Penalty: 3204.888184
	Iteration 3Q: 3 clusters Score -75132.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75202.031250 Penalty: 3204.888184
	Iteration 4Q: 3 clusters Score -75202.03 nChanged 14
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: -75253.250000 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -75253.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -75331.304688 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -75331.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75404.132812 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -75404.13 nChanged 21
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: -75595.062500 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -75595.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -75758.085938 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -75758.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75874.765625 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -75874.77 nChanged 11
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: -75906.601562 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -75906.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75944.093750 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -75944.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75964.093750 Penalty: 3204.888184
	Iteration 13Q: 3 clusters Score -75964.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75984.304688 Penalty: 3204.888184
	Iteration 14Q: 3 clusters Score -75984.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -75996.203125 Penalty: 3204.888184
	Iteration 15Q: 3 clusters Score -75996.2 nChanged 2
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: -75998.500000 Penalty: 3204.888184
	Iteration 16Q: 3 clusters Score -75998.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76002.070312 Penalty: 3204.888184
	Iteration 17Q: 3 clusters Score -76002.07 nChanged 2
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: -76007.882812 Penalty: 3204.888184
	Iteration 18Q: 3 clusters Score -76007.88 nChanged 4
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: -76018.039062 Penalty: 3204.888184
	Iteration 19Q: 3 clusters Score -76018.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76026.289062 Penalty: 3204.888184
	Iteration 20F: 3 clusters Score -76026.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76034.203125 Penalty: 3204.888184
	Iteration 21Q: 3 clusters Score -76034.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76037.265625 Penalty: 3204.888184
	Iteration 22Q: 3 clusters Score -76037.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76039.265625 Penalty: 3204.888184
	Iteration 23Q: 3 clusters Score -76039.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76039.265625 Penalty: 3204.888184
	Iteration 24F: 3 clusters Score -76039.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Entering Unmasked Estep 
Score: -5641007.000000 Penalty: 2631.505127
	Iteration 0F: 2 clusters Score -5641007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -5613424.500000 Penalty: 5263.010254
	Iteration 0F: 3 clusters Score -5613424 nChanged 18608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -5623476.000000 Penalty: 5263.010254
	Iteration 1F: 3 clusters Score -5623476 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -5623859.000000 Penalty: 5263.010254
	Iteration 2Q: 3 clusters Score -5623859 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -5624302.500000 Penalty: 5263.010254
	Iteration 3Q: 3 clusters Score -5624302 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -5624827.000000 Penalty: 5263.010254
	Iteration 4Q: 3 clusters Score -5624827 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -5625403.500000 Penalty: 5263.010254
	Iteration 5Q: 3 clusters Score -5625404 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -5626207.500000 Penalty: 5263.010254
	Iteration 6Q: 3 clusters Score -5626208 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -5627335.500000 Penalty: 5263.010254
	Iteration 7F: 3 clusters Score -5627336 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -5628989.500000 Penalty: 5263.010254
	Iteration 8F: 3 clusters Score -5628990 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -5631242.000000 Penalty: 5263.010254
	Iteration 9F: 3 clusters Score -5631242 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -5633595.000000 Penalty: 5263.010254
	Iteration 10F: 3 clusters Score -5633595 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -5635712.500000 Penalty: 5263.010254
	Iteration 11F: 3 clusters Score -5635712 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -5637127.000000 Penalty: 5263.010254
	Iteration 12Q: 3 clusters Score -5637127 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -5637861.000000 Penalty: 5263.010254
	Iteration 13Q: 3 clusters Score -5637861 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -5638219.500000 Penalty: 5263.010254
	Iteration 14Q: 3 clusters Score -5638220 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -5638399.500000 Penalty: 5263.010254
	Iteration 15Q: 3 clusters Score -5638400 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -5638551.500000 Penalty: 5263.010254
	Iteration 16Q: 3 clusters Score -5638552 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -5638642.500000 Penalty: 5263.010254
	Iteration 17Q: 3 clusters Score -5638642 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -5638715.500000 Penalty: 5263.010254
	Iteration 18Q: 3 clusters Score -5638716 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -5638770.000000 Penalty: 5263.010254
	Iteration 19Q: 3 clusters Score -5638770 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -5638822.500000 Penalty: 5263.010254
	Iteration 20F: 3 clusters Score -5638822 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -5638868.500000 Penalty: 5263.010254
	Iteration 21Q: 3 clusters Score -5638868 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -5638887.500000 Penalty: 5263.010254
	Iteration 22Q: 3 clusters Score -5638888 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -5638913.000000 Penalty: 5263.010254
	Iteration 23Q: 3 clusters Score -5638913 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -5638925.000000 Penalty: 5263.010254
	Iteration 24Q: 3 clusters Score -5638925 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -5638948.500000 Penalty: 5263.010254
	Iteration 25Q: 3 clusters Score -5638948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -5638968.000000 Penalty: 5263.010254
	Iteration 26Q: 3 clusters Score -5638968 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -5638970.000000 Penalty: 5263.010254
	Iteration 27Q: 3 clusters Score -5638970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -5638974.500000 Penalty: 5263.010254
	Iteration 28Q: 3 clusters Score -5638974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -5638989.000000 Penalty: 5263.010254
	Iteration 29Q: 3 clusters Score -5638989 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -5638987.000000 Penalty: 5263.010254
	Iteration 30Q: 3 clusters Score -5638987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -5639000.000000 Penalty: 5263.010254
	Iteration 31Q: 3 clusters Score -5639000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -5639017.000000 Penalty: 5263.010254
	Iteration 32Q: 3 clusters Score -5639017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -5639025.500000 Penalty: 5263.010254
	Iteration 33Q: 3 clusters Score -5639026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -5639027.000000 Penalty: 5263.010254
	Iteration 34Q: 3 clusters Score -5639027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -5639031.500000 Penalty: 5263.010254
	Iteration 35Q: 3 clusters Score -5639032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -5639036.000000 Penalty: 5263.010254
	Iteration 36Q: 3 clusters Score -5639036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -5639032.000000 Penalty: 5263.010254
	Iteration 37Q: 3 clusters Score -5639032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -5639026.500000 Penalty: 5263.010254
	Iteration 38Q: 3 clusters Score -5639026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -5639030.500000 Penalty: 5263.010254
	Iteration 39Q: 3 clusters Score -5639030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -5639033.500000 Penalty: 5263.010254
	Iteration 40F: 3 clusters Score -5639034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -5639036.000000 Penalty: 5263.010254
	Iteration 41Q: 3 clusters Score -5639036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -5639038.500000 Penalty: 5263.010254
	Iteration 42Q: 3 clusters Score -5639038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -5639042.500000 Penalty: 5263.010254
	Iteration 43Q: 3 clusters Score -5639042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -5639052.000000 Penalty: 5263.010254
	Iteration 44Q: 3 clusters Score -5639052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -5639069.500000 Penalty: 5263.010254
	Iteration 45Q: 3 clusters Score -5639070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -5639075.000000 Penalty: 5263.010254
	Iteration 46Q: 3 clusters Score -5639075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -5639076.000000 Penalty: 5263.010254
	Iteration 47Q: 3 clusters Score -5639076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -5639067.500000 Penalty: 5263.010254
	Iteration 48Q: 3 clusters Score -5639068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -5639075.500000 Penalty: 5263.010254
	Iteration 49Q: 3 clusters Score -5639076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -5639076.000000 Penalty: 5263.010254
	Iteration 50Q: 3 clusters Score -5639076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -5639077.500000 Penalty: 5263.010254
	Iteration 51Q: 3 clusters Score -5639078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -5639085.000000 Penalty: 5263.010254
	Iteration 52Q: 3 clusters Score -5639085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -5639086.000000 Penalty: 5263.010254
	Iteration 53Q: 3 clusters Score -5639086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -5639088.000000 Penalty: 5263.010254
	Iteration 54Q: 3 clusters Score -5639088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -5639097.500000 Penalty: 5263.010254
	Iteration 55Q: 3 clusters Score -5639098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -5639098.500000 Penalty: 5263.010254
	Iteration 56Q: 3 clusters Score -5639098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -5639098.500000 Penalty: 5263.010254
	Iteration 57Q: 3 clusters Score -5639098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -5639096.000000 Penalty: 5263.010254
	Iteration 58Q: 3 clusters Score -5639096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -5639096.000000 Penalty: 5263.010254
	Iteration 59Q: 3 clusters Score -5639096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -5639094.000000 Penalty: 5263.010254
	Iteration 60F: 3 clusters Score -5639094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -5639099.500000 Penalty: 5263.010254
	Iteration 61Q: 3 clusters Score -5639100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -5639098.500000 Penalty: 5263.010254
	Iteration 62Q: 3 clusters Score -5639098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -5639096.000000 Penalty: 5263.010254
	Iteration 63Q: 3 clusters Score -5639096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -5639109.500000 Penalty: 5263.010254
	Iteration 64Q: 3 clusters Score -5639110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -5639106.500000 Penalty: 5263.010254
	Iteration 65Q: 3 clusters Score -5639106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -5639111.000000 Penalty: 5263.010254
	Iteration 66Q: 3 clusters Score -5639111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -5639112.000000 Penalty: 5263.010254
	Iteration 67Q: 3 clusters Score -5639112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -5639117.500000 Penalty: 5263.010254
	Iteration 68Q: 3 clusters Score -5639118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -5639120.500000 Penalty: 5263.010254
	Iteration 69Q: 3 clusters Score -5639120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -5639119.000000 Penalty: 5263.010254
	Iteration 70Q: 3 clusters Score -5639119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -5639125.500000 Penalty: 5263.010254
	Iteration 71Q: 3 clusters Score -5639126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -5639123.000000 Penalty: 5263.010254
	Iteration 72Q: 3 clusters Score -5639123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -5639126.500000 Penalty: 5263.010254
	Iteration 73Q: 3 clusters Score -5639126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -5639128.500000 Penalty: 5263.010254
	Iteration 74Q: 3 clusters Score -5639128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -5639124.500000 Penalty: 5263.010254
	Iteration 75Q: 3 clusters Score -5639124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -5639124.500000 Penalty: 5263.010254
	Iteration 76F: 3 clusters Score -5639124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Entering Unmasked Estep 
Score: -5444155.500000 Penalty: 2629.947754
	Iteration 0F: 2 clusters Score -5444156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -5416707.500000 Penalty: 5259.895508
	Iteration 0F: 3 clusters Score -5416708 nChanged 18609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -5426801.500000 Penalty: 5259.895508
	Iteration 1F: 3 clusters Score -5426802 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -5427158.000000 Penalty: 5259.895508
	Iteration 2Q: 3 clusters Score -5427158 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -5427471.500000 Penalty: 5259.895508
	Iteration 3Q: 3 clusters Score -5427472 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -5427757.000000 Penalty: 5259.895508
	Iteration 4Q: 3 clusters Score -5427757 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -5428068.000000 Penalty: 5259.895508
	Iteration 5Q: 3 clusters Score -5428068 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -5428392.500000 Penalty: 5259.895508
	Iteration 6Q: 3 clusters Score -5428392 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -5428827.500000 Penalty: 5259.895508
	Iteration 7Q: 3 clusters Score -5428828 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -5429512.000000 Penalty: 5259.895508
	Iteration 8Q: 3 clusters Score -5429512 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -5430730.000000 Penalty: 5259.895508
	Iteration 9F: 3 clusters Score -5430730 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -5432655.500000 Penalty: 5259.895508
	Iteration 10F: 3 clusters Score -5432656 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -5435391.000000 Penalty: 5259.895508
	Iteration 11F: 3 clusters Score -5435391 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -5438235.500000 Penalty: 5259.895508
	Iteration 12F: 3 clusters Score -5438236 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5440328.000000 Penalty: 5259.895508
	Iteration 13Q: 3 clusters Score -5440328 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5441270.500000 Penalty: 5259.895508
	Iteration 14Q: 3 clusters Score -5441270 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5441616.000000 Penalty: 5259.895508
	Iteration 15Q: 3 clusters Score -5441616 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5441747.500000 Penalty: 5259.895508
	Iteration 16Q: 3 clusters Score -5441748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5441796.000000 Penalty: 5259.895508
	Iteration 17Q: 3 clusters Score -5441796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5441830.000000 Penalty: 5259.895508
	Iteration 18Q: 3 clusters Score -5441830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5441839.500000 Penalty: 5259.895508
	Iteration 19Q: 3 clusters Score -5441840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5441839.000000 Penalty: 5259.895508
	Iteration 20F: 3 clusters Score -5441839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5441846.000000 Penalty: 5259.895508
	Iteration 21Q: 3 clusters Score -5441846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5441853.500000 Penalty: 5259.895508
	Iteration 22Q: 3 clusters Score -5441854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5441856.000000 Penalty: 5259.895508
	Iteration 23Q: 3 clusters Score -5441856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5441857.000000 Penalty: 5259.895508
	Iteration 24Q: 3 clusters Score -5441857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5441868.500000 Penalty: 5259.895508
	Iteration 25Q: 3 clusters Score -5441868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5441871.500000 Penalty: 5259.895508
	Iteration 26Q: 3 clusters Score -5441872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5441876.000000 Penalty: 5259.895508
	Iteration 27Q: 3 clusters Score -5441876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5441876.000000 Penalty: 5259.895508
	Iteration 28F: 3 clusters Score -5441876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176320 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173828 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164281 members 
Mstep: Class 11 contains 36166 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182259 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40575 members 
Mstep: Class 17 contains 40321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086368.000000 Penalty: 50824.945312
Iteration 319Q: 16 clusters Score -1.160864e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176319 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173824 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164283 members 
Mstep: Class 11 contains 36166 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182263 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40574 members 
Mstep: Class 17 contains 40321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086304.000000 Penalty: 50824.945312
Iteration 320F: 16 clusters Score -1.160863e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176320 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173818 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164285 members 
Mstep: Class 11 contains 36166 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182267 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40573 members 
Mstep: Class 17 contains 40321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086352.000000 Penalty: 50824.945312
Iteration 321Q: 16 clusters Score -1.160864e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176323 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173814 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164285 members 
Mstep: Class 11 contains 36166 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182267 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40574 members 
Mstep: Class 17 contains 40321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086304.000000 Penalty: 50824.945312
Iteration 322Q: 16 clusters Score -1.160863e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176325 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173810 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164284 members 
Mstep: Class 11 contains 36168 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182267 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40575 members 
Mstep: Class 17 contains 40322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086392.000000 Penalty: 50824.945312
Iteration 323Q: 16 clusters Score -1.160864e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176326 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173803 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164284 members 
Mstep: Class 11 contains 36170 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182269 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40577 members 
Mstep: Class 17 contains 40322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086400.000000 Penalty: 50824.945312
Iteration 324Q: 16 clusters Score -1.160864e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176329 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173798 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164288 members 
Mstep: Class 11 contains 36171 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182266 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40577 members 
Mstep: Class 17 contains 40322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086416.000000 Penalty: 50824.945312
Iteration 325Q: 16 clusters Score -1.160864e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176328 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173794 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164292 members 
Mstep: Class 11 contains 36171 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182267 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40577 members 
Mstep: Class 17 contains 40322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086432.000000 Penalty: 50824.945312
Iteration 326Q: 16 clusters Score -1.160864e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176325 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173793 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164295 members 
Mstep: Class 11 contains 36171 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182268 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40577 members 
Mstep: Class 17 contains 40322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086432.000000 Penalty: 50824.945312
Iteration 327Q: 16 clusters Score -1.160864e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176328 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173791 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164296 members 
Mstep: Class 11 contains 36170 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182267 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40577 members 
Mstep: Class 17 contains 40322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086424.000000 Penalty: 50824.945312
Iteration 328Q: 16 clusters Score -1.160864e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176332 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173788 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164296 members 
Mstep: Class 11 contains 36170 members 
Mstep: Class 12 contains 11761 members 
Mstep: Class 13 contains 182267 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40577 members 
Mstep: Class 17 contains 40321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086400.000000 Penalty: 50824.945312
Iteration 329Q: 16 clusters Score -1.160864e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176339 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173784 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164300 members 
Mstep: Class 11 contains 36169 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182263 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40577 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086424.000000 Penalty: 50824.945312
Iteration 330Q: 16 clusters Score -1.160864e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176342 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173786 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164299 members 
Mstep: Class 11 contains 36168 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182260 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40577 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086440.000000 Penalty: 50824.945312
Iteration 331Q: 16 clusters Score -1.160864e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176343 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173789 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164299 members 
Mstep: Class 11 contains 36167 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182257 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40577 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086456.000000 Penalty: 50824.945312
Iteration 332Q: 16 clusters Score -1.160865e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176342 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173791 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164299 members 
Mstep: Class 11 contains 36167 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182256 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40577 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086440.000000 Penalty: 50824.945312
Iteration 333Q: 16 clusters Score -1.160864e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176344 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173793 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164297 members 
Mstep: Class 11 contains 36167 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182254 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40577 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086464.000000 Penalty: 50824.945312
Iteration 334Q: 16 clusters Score -1.160865e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176343 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173794 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164297 members 
Mstep: Class 11 contains 36167 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182254 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40577 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086448.000000 Penalty: 50824.945312
Iteration 335Q: 16 clusters Score -1.160864e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176342 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173795 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164297 members 
Mstep: Class 11 contains 36167 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182254 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40577 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086448.000000 Penalty: 50824.945312
Iteration 336Q: 16 clusters Score -1.160864e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176341 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173796 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164297 members 
Mstep: Class 11 contains 36167 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182254 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40577 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086440.000000 Penalty: 50824.945312
Iteration 337Q: 16 clusters Score -1.160864e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176340 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173797 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164297 members 
Mstep: Class 11 contains 36167 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182254 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40577 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086440.000000 Penalty: 50824.945312
Iteration 338Q: 16 clusters Score -1.160864e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176340 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173796 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164298 members 
Mstep: Class 11 contains 36167 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182254 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40577 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086456.000000 Penalty: 50824.945312
Iteration 339Q: 16 clusters Score -1.160865e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176341 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173794 members 
Mstep: Class 5 contains 13906 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164300 members 
Mstep: Class 11 contains 36167 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182254 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40577 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086432.000000 Penalty: 50824.945312
Iteration 340F: 16 clusters Score -1.160864e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176341 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173796 members 
Mstep: Class 5 contains 13904 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6673 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164300 members 
Mstep: Class 11 contains 36167 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182253 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40577 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086416.000000 Penalty: 50824.945312
Iteration 341Q: 16 clusters Score -1.160864e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176341 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173796 members 
Mstep: Class 5 contains 13903 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6673 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164301 members 
Mstep: Class 11 contains 36167 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182253 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40577 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086400.000000 Penalty: 50824.945312
Iteration 342Q: 16 clusters Score -1.160864e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176341 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173796 members 
Mstep: Class 5 contains 13901 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6673 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164303 members 
Mstep: Class 11 contains 36167 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182253 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40577 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086392.000000 Penalty: 50824.945312
Iteration 343Q: 16 clusters Score -1.160864e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176340 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173796 members 
Mstep: Class 5 contains 13898 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6674 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164306 members 
Mstep: Class 11 contains 36167 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182253 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40577 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086392.000000 Penalty: 50824.945312
Iteration 344Q: 16 clusters Score -1.160864e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176340 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173795 members 
Mstep: Class 5 contains 13898 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6674 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164306 members 
Mstep: Class 11 contains 36168 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182253 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40577 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086400.000000 Penalty: 50824.945312
Iteration 345Q: 16 clusters Score -1.160864e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176340 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173794 members 
Mstep: Class 5 contains 13894 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6674 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164310 members 
Mstep: Class 11 contains 36170 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182252 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40577 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086440.000000 Penalty: 50824.945312
Iteration 346Q: 16 clusters Score -1.160864e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176340 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173796 members 
Mstep: Class 5 contains 13893 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6675 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164309 members 
Mstep: Class 11 contains 36169 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182253 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40576 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086472.000000 Penalty: 50824.945312
Iteration 347Q: 16 clusters Score -1.160865e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176338 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173798 members 
Mstep: Class 5 contains 13894 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6675 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164312 members 
Mstep: Class 11 contains 36168 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182252 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40574 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086464.000000 Penalty: 50824.945312
Iteration 348Q: 16 clusters Score -1.160865e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176336 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173798 members 
Mstep: Class 5 contains 13894 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6676 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164309 members 
Mstep: Class 11 contains 36168 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182255 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40575 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086448.000000 Penalty: 50824.945312
Iteration 349Q: 16 clusters Score -1.160864e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176337 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173795 members 
Mstep: Class 5 contains 13895 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6677 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164307 members 
Mstep: Class 11 contains 36168 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182258 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40574 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086432.000000 Penalty: 50824.945312
Iteration 350Q: 16 clusters Score -1.160864e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176338 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173794 members 
Mstep: Class 5 contains 13896 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6677 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164305 members 
Mstep: Class 11 contains 36168 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182260 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40573 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086416.000000 Penalty: 50824.945312
Iteration 351Q: 16 clusters Score -1.160864e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176337 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173794 members 
Mstep: Class 5 contains 13896 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6678 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164304 members 
Mstep: Class 11 contains 36168 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182261 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40573 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086456.000000 Penalty: 50824.945312
Iteration 352Q: 16 clusters Score -1.160865e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176337 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173793 members 
Mstep: Class 5 contains 13896 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6679 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164304 members 
Mstep: Class 11 contains 36168 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182261 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40573 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086440.000000 Penalty: 50824.945312
Iteration 353Q: 16 clusters Score -1.160864e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176336 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173793 members 
Mstep: Class 5 contains 13896 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6679 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164305 members 
Mstep: Class 11 contains 36168 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182261 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40573 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086416.000000 Penalty: 50824.945312
Iteration 354Q: 16 clusters Score -1.160864e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176335 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173795 members 
Mstep: Class 5 contains 13896 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6680 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164304 members 
Mstep: Class 11 contains 36168 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182260 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40573 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086376.000000 Penalty: 50824.945312
Iteration 355Q: 16 clusters Score -1.160864e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176335 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173795 members 
Mstep: Class 5 contains 13896 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6680 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164305 members 
Mstep: Class 11 contains 36168 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182259 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40573 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086352.000000 Penalty: 50824.945312
Iteration 356Q: 16 clusters Score -1.160864e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176335 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173795 members 
Mstep: Class 5 contains 13896 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6680 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164306 members 
Mstep: Class 11 contains 36168 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182258 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40573 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086368.000000 Penalty: 50824.945312
Iteration 357Q: 16 clusters Score -1.160864e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176335 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173796 members 
Mstep: Class 5 contains 13896 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6680 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164305 members 
Mstep: Class 11 contains 36168 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182258 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40573 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086344.000000 Penalty: 50824.945312
Iteration 358Q: 16 clusters Score -1.160863e+08 nChanged 1
Entering ConstructFrom: 
Score: -116086344.000000 Penalty: 50824.945312
Entering ConstructFrom: 
Trying to split cluster 1 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
Score: -120473.929688 Penalty: 1698.568481
	Iteration 0F: 2 clusters Score -120473.9 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 459 members 
Entering Unmasked Estep 
Score: -118560.210938 Penalty: 3397.136963
	Iteration 0F: 3 clusters Score -118560.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -118825.578125 Penalty: 3397.136963
	Iteration 1F: 3 clusters Score -118825.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -118908.937500 Penalty: 3397.136963
	Iteration 2F: 3 clusters Score -118908.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -118952.593750 Penalty: 3397.136963
	Iteration 3Q: 3 clusters Score -118952.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -118976.679688 Penalty: 3397.136963
	Iteration 4Q: 3 clusters Score -118976.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -118992.843750 Penalty: 3397.136963
	Iteration 5Q: 3 clusters Score -118992.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -119008.742188 Penalty: 3397.136963
	Iteration 6Q: 3 clusters Score -119008.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -119022.117188 Penalty: 3397.136963
	Iteration 7Q: 3 clusters Score -119022.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -119033.414062 Penalty: 3397.136963
	Iteration 8Q: 3 clusters Score -119033.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -119043.234375 Penalty: 3397.136963
	Iteration 9Q: 3 clusters Score -119043.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -119056.398438 Penalty: 3397.136963
	Iteration 10Q: 3 clusters Score -119056.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -119069.156250 Penalty: 3397.136963
	Iteration 11Q: 3 clusters Score -119069.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -119073.703125 Penalty: 3397.136963
	Iteration 12Q: 3 clusters Score -119073.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -119077.992188 Penalty: 3397.136963
	Iteration 13Q: 3 clusters Score -119078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -119080.140625 Penalty: 3397.136963
	Iteration 14Q: 3 clusters Score -119080.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -119080.140625 Penalty: 3397.136963
	Iteration 15F: 3 clusters Score -119080.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (176336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176336 members 
Entering Unmasked Estep 
Score: -24217362.000000 Penalty: 2995.876465
	Iteration 0F: 2 clusters Score -2.421736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87841 members 
Mstep: Class 2 contains 88495 members 
Entering Unmasked Estep 
Score: -24101628.000000 Penalty: 5991.752930
	Iteration 0F: 3 clusters Score -2.410163e+07 nChanged 84876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83541 members 
Mstep: Class 2 contains 92795 members 
Entering Unmasked Estep 
Score: -24151594.000000 Penalty: 5991.752930
	Iteration 1F: 3 clusters Score -2.415159e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80708 members 
Mstep: Class 2 contains 95628 members 
Entering Unmasked Estep 
Score: -24153510.000000 Penalty: 5991.752930
	Iteration 2Q: 3 clusters Score -2.415351e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76425 members 
Mstep: Class 2 contains 99911 members 
Entering Unmasked Estep 
Score: -24156126.000000 Penalty: 5991.752930
	Iteration 3Q: 3 clusters Score -2.415613e+07 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69970 members 
Mstep: Class 2 contains 106366 members 
Entering Unmasked Estep 
Score: -24160536.000000 Penalty: 5991.752930
	Iteration 4Q: 3 clusters Score -2.416054e+07 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60936 members 
Mstep: Class 2 contains 115400 members 
Entering Unmasked Estep 
Score: -24167724.000000 Penalty: 5991.752930
	Iteration 5F: 3 clusters Score -2.416772e+07 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 126331 members 
Entering Unmasked Estep 
Score: -24177794.000000 Penalty: 5991.752930
	Iteration 6F: 3 clusters Score -2.417779e+07 nChanged 12380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 137219 members 
Entering Unmasked Estep 
Score: -24188640.000000 Penalty: 5991.752930
	Iteration 7F: 3 clusters Score -2.418864e+07 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 145887 members 
Entering Unmasked Estep 
Score: -24197078.000000 Penalty: 5991.752930
	Iteration 8F: 3 clusters Score -2.419708e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 152021 members 
Entering Unmasked Estep 
Score: -24202692.000000 Penalty: 5991.752930
	Iteration 9Q: 3 clusters Score -2.420269e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 156548 members 
Entering Unmasked Estep 
Score: -24206042.000000 Penalty: 5991.752930
	Iteration 10Q: 3 clusters Score -2.420604e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 160038 members 
Entering Unmasked Estep 
Score: -24208168.000000 Penalty: 5991.752930
	Iteration 11Q: 3 clusters Score -2.420817e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 162874 members 
Entering Unmasked Estep 
Score: -24209582.000000 Penalty: 5991.752930
	Iteration 12Q: 3 clusters Score -2.420958e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 165154 members 
Entering Unmasked Estep 
Score: -24210786.000000 Penalty: 5991.752930
	Iteration 13Q: 3 clusters Score -2.421079e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 167010 members 
Entering Unmasked Estep 
Score: -24211590.000000 Penalty: 5991.752930
	Iteration 14Q: 3 clusters Score -2.421159e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 168589 members 
Entering Unmasked Estep 
Score: -24212256.000000 Penalty: 5991.752930
	Iteration 15Q: 3 clusters Score -2.421226e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 169895 members 
Entering Unmasked Estep 
Score: -24212792.000000 Penalty: 5991.752930
	Iteration 16Q: 3 clusters Score -2.421279e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 170945 members 
Entering Unmasked Estep 
Score: -24213222.000000 Penalty: 5991.752930
	Iteration 17Q: 3 clusters Score -2.421322e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 171809 members 
Entering Unmasked Estep 
Score: -24213664.000000 Penalty: 5991.752930
	Iteration 18Q: 3 clusters Score -2.421366e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 172473 members 
Entering Unmasked Estep 
Score: -24213976.000000 Penalty: 5991.752930
	Iteration 19Q: 3 clusters Score -2.421398e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 172985 members 
Entering Unmasked Estep 
Score: -24214326.000000 Penalty: 5991.752930
	Iteration 20F: 3 clusters Score -2.421433e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 173386 members 
Entering Unmasked Estep 
Score: -24214544.000000 Penalty: 5991.752930
	Iteration 21Q: 3 clusters Score -2.421454e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 173660 members 
Entering Unmasked Estep 
Score: -24214716.000000 Penalty: 5991.752930
	Iteration 22Q: 3 clusters Score -2.421472e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 173863 members 
Entering Unmasked Estep 
Score: -24214836.000000 Penalty: 5991.752930
	Iteration 23Q: 3 clusters Score -2.421484e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 174019 members 
Entering Unmasked Estep 
Score: -24214948.000000 Penalty: 5991.752930
	Iteration 24Q: 3 clusters Score -2.421495e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 174117 members 
Entering Unmasked Estep 
Score: -24214986.000000 Penalty: 5991.752930
	Iteration 25Q: 3 clusters Score -2.421499e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 174184 members 
Entering Unmasked Estep 
Score: -24215044.000000 Penalty: 5991.752930
	Iteration 26Q: 3 clusters Score -2.421504e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 174232 members 
Entering Unmasked Estep 
Score: -24215070.000000 Penalty: 5991.752930
	Iteration 27Q: 3 clusters Score -2.421507e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 174262 members 
Entering Unmasked Estep 
Score: -24215096.000000 Penalty: 5991.752930
	Iteration 28Q: 3 clusters Score -2.42151e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 174287 members 
Entering Unmasked Estep 
Score: -24215118.000000 Penalty: 5991.752930
	Iteration 29Q: 3 clusters Score -2.421512e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 174311 members 
Entering Unmasked Estep 
Score: -24215140.000000 Penalty: 5991.752930
	Iteration 30Q: 3 clusters Score -2.421514e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 174332 members 
Entering Unmasked Estep 
Score: -24215166.000000 Penalty: 5991.752930
	Iteration 31Q: 3 clusters Score -2.421517e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 174352 members 
Entering Unmasked Estep 
Score: -24215206.000000 Penalty: 5991.752930
	Iteration 32Q: 3 clusters Score -2.421521e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 174370 members 
Entering Unmasked Estep 
Score: -24215228.000000 Penalty: 5991.752930
	Iteration 33Q: 3 clusters Score -2.421523e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 174391 members 
Entering Unmasked Estep 
Score: -24215258.000000 Penalty: 5991.752930
	Iteration 34Q: 3 clusters Score -2.421526e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 174402 members 
Entering Unmasked Estep 
Score: -24215290.000000 Penalty: 5991.752930
	Iteration 35Q: 3 clusters Score -2.421529e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 174415 members 
Entering Unmasked Estep 
Score: -24215308.000000 Penalty: 5991.752930
	Iteration 36Q: 3 clusters Score -2.421531e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 174421 members 
Entering Unmasked Estep 
Score: -24215312.000000 Penalty: 5991.752930
	Iteration 37Q: 3 clusters Score -2.421531e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 174430 members 
Entering Unmasked Estep 
Score: -24215320.000000 Penalty: 5991.752930
	Iteration 38Q: 3 clusters Score -2.421532e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 174439 members 
Entering Unmasked Estep 
Score: -24215326.000000 Penalty: 5991.752930
	Iteration 39Q: 3 clusters Score -2.421533e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 174452 members 
Entering Unmasked Estep 
Score: -24215320.000000 Penalty: 5991.752930
	Iteration 40F: 3 clusters Score -2.421532e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 174454 members 
Entering Unmasked Estep 
Score: -24215316.000000 Penalty: 5991.752930
	Iteration 41Q: 3 clusters Score -2.421532e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 174453 members 
Entering Unmasked Estep 
Score: -24215334.000000 Penalty: 5991.752930
	Iteration 42Q: 3 clusters Score -2.421533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 174458 members 
Entering Unmasked Estep 
Score: -24215334.000000 Penalty: 5991.752930
	Iteration 43Q: 3 clusters Score -2.421533e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 174460 members 
Entering Unmasked Estep 
Score: -24215338.000000 Penalty: 5991.752930
	Iteration 44Q: 3 clusters Score -2.421534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 174468 members 
Entering Unmasked Estep 
Score: -24215334.000000 Penalty: 5991.752930
	Iteration 45Q: 3 clusters Score -2.421533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 174472 members 
Entering Unmasked Estep 
Score: -24215348.000000 Penalty: 5991.752930
	Iteration 46Q: 3 clusters Score -2.421535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 174473 members 
Entering Unmasked Estep 
Score: -24215334.000000 Penalty: 5991.752930
	Iteration 47Q: 3 clusters Score -2.421533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 174472 members 
Entering Unmasked Estep 
Score: -24215346.000000 Penalty: 5991.752930
	Iteration 48Q: 3 clusters Score -2.421535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 174469 members 
Entering Unmasked Estep 
Score: -24215336.000000 Penalty: 5991.752930
	Iteration 49Q: 3 clusters Score -2.421534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 174466 members 
Entering Unmasked Estep 
Score: -24215326.000000 Penalty: 5991.752930
	Iteration 50Q: 3 clusters Score -2.421533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 174465 members 
Entering Unmasked Estep 
Score: -24215340.000000 Penalty: 5991.752930
	Iteration 51Q: 3 clusters Score -2.421534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 174464 members 
Entering Unmasked Estep 
Score: -24215338.000000 Penalty: 5991.752930
	Iteration 52Q: 3 clusters Score -2.421534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 174463 members 
Entering Unmasked Estep 
Score: -24215332.000000 Penalty: 5991.752930
	Iteration 53Q: 3 clusters Score -2.421533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 174458 members 
Entering Unmasked Estep 
Score: -24215332.000000 Penalty: 5991.752930
	Iteration 54Q: 3 clusters Score -2.421533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 174457 members 
Entering Unmasked Estep 
Score: -24215324.000000 Penalty: 5991.752930
	Iteration 55Q: 3 clusters Score -2.421532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 174458 members 
Entering Unmasked Estep 
Score: -24215334.000000 Penalty: 5991.752930
	Iteration 56Q: 3 clusters Score -2.421533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 174457 members 
Entering Unmasked Estep 
Score: -24215320.000000 Penalty: 5991.752930
	Iteration 57Q: 3 clusters Score -2.421532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 174461 members 
Entering Unmasked Estep 
Score: -24215330.000000 Penalty: 5991.752930
	Iteration 58Q: 3 clusters Score -2.421533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 174461 members 
Entering Unmasked Estep 
Score: -24215332.000000 Penalty: 5991.752930
	Iteration 59Q: 3 clusters Score -2.421533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 174461 members 
Entering Unmasked Estep 
Score: -24215338.000000 Penalty: 5991.752930
	Iteration 60F: 3 clusters Score -2.421534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 174460 members 
Entering Unmasked Estep 
Score: -24215338.000000 Penalty: 5991.752930
	Iteration 61Q: 3 clusters Score -2.421534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 174459 members 
Entering Unmasked Estep 
Score: -24215334.000000 Penalty: 5991.752930
	Iteration 62Q: 3 clusters Score -2.421533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 174459 members 
Entering Unmasked Estep 
Score: -24215334.000000 Penalty: 5991.752930
	Iteration 63F: 3 clusters Score -2.421533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Entering Unmasked Estep 
Score: -1171172.000000 Penalty: 2253.838623
	Iteration 0F: 2 clusters Score -1171172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1164253.750000 Penalty: 4507.677246
	Iteration 0F: 3 clusters Score -1164254 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1166157.875000 Penalty: 4507.677246
	Iteration 1F: 3 clusters Score -1166158 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1166563.500000 Penalty: 4507.677246
	Iteration 2F: 3 clusters Score -1166564 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1167051.500000 Penalty: 4507.677246
	Iteration 3F: 3 clusters Score -1167052 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1167567.625000 Penalty: 4507.677246
	Iteration 4F: 3 clusters Score -1167568 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1168058.875000 Penalty: 4507.677246
	Iteration 5F: 3 clusters Score -1168059 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1168520.125000 Penalty: 4507.677246
	Iteration 6F: 3 clusters Score -1168520 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1168943.375000 Penalty: 4507.677246
	Iteration 7F: 3 clusters Score -1168943 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1169306.125000 Penalty: 4507.677246
	Iteration 8F: 3 clusters Score -1169306 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1169579.500000 Penalty: 4507.677246
	Iteration 9F: 3 clusters Score -1169580 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1169754.500000 Penalty: 4507.677246
	Iteration 10Q: 3 clusters Score -1169754 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1169855.375000 Penalty: 4507.677246
	Iteration 11Q: 3 clusters Score -1169855 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1169918.750000 Penalty: 4507.677246
	Iteration 12Q: 3 clusters Score -1169919 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1169965.875000 Penalty: 4507.677246
	Iteration 13Q: 3 clusters Score -1169966 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1169992.875000 Penalty: 4507.677246
	Iteration 14Q: 3 clusters Score -1169993 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1170016.000000 Penalty: 4507.677246
	Iteration 15Q: 3 clusters Score -1170016 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1170028.750000 Penalty: 4507.677246
	Iteration 16Q: 3 clusters Score -1170029 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1170032.750000 Penalty: 4507.677246
	Iteration 17Q: 3 clusters Score -1170033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1170037.750000 Penalty: 4507.677246
	Iteration 18Q: 3 clusters Score -1170038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1170047.125000 Penalty: 4507.677246
	Iteration 19Q: 3 clusters Score -1170047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1170053.375000 Penalty: 4507.677246
	Iteration 20F: 3 clusters Score -1170053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1170058.250000 Penalty: 4507.677246
	Iteration 21Q: 3 clusters Score -1170058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1170063.625000 Penalty: 4507.677246
	Iteration 22Q: 3 clusters Score -1170064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1170066.250000 Penalty: 4507.677246
	Iteration 23Q: 3 clusters Score -1170066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1170068.375000 Penalty: 4507.677246
	Iteration 24Q: 3 clusters Score -1170068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1170073.625000 Penalty: 4507.677246
	Iteration 25Q: 3 clusters Score -1170074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1170076.250000 Penalty: 4507.677246
	Iteration 26Q: 3 clusters Score -1170076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1170078.125000 Penalty: 4507.677246
	Iteration 27Q: 3 clusters Score -1170078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1170081.625000 Penalty: 4507.677246
	Iteration 28Q: 3 clusters Score -1170082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1170082.875000 Penalty: 4507.677246
	Iteration 29Q: 3 clusters Score -1170083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1170086.875000 Penalty: 4507.677246
	Iteration 30Q: 3 clusters Score -1170087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1170089.375000 Penalty: 4507.677246
	Iteration 31Q: 3 clusters Score -1170089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1170090.500000 Penalty: 4507.677246
	Iteration 32Q: 3 clusters Score -1170090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1170092.375000 Penalty: 4507.677246
	Iteration 33Q: 3 clusters Score -1170092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1170093.125000 Penalty: 4507.677246
	Iteration 34Q: 3 clusters Score -1170093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1170096.125000 Penalty: 4507.677246
	Iteration 35Q: 3 clusters Score -1170096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1170097.750000 Penalty: 4507.677246
	Iteration 36Q: 3 clusters Score -1170098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1170099.125000 Penalty: 4507.677246
	Iteration 37Q: 3 clusters Score -1170099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1170098.500000 Penalty: 4507.677246
	Iteration 38Q: 3 clusters Score -1170098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1170098.125000 Penalty: 4507.677246
	Iteration 39Q: 3 clusters Score -1170098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1170098.500000 Penalty: 4507.677246
	Iteration 40F: 3 clusters Score -1170098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1170100.750000 Penalty: 4507.677246
	Iteration 41Q: 3 clusters Score -1170101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1170101.375000 Penalty: 4507.677246
	Iteration 42Q: 3 clusters Score -1170101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1170103.750000 Penalty: 4507.677246
	Iteration 43Q: 3 clusters Score -1170104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1170103.625000 Penalty: 4507.677246
	Iteration 44Q: 3 clusters Score -1170104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1170103.625000 Penalty: 4507.677246
	Iteration 45F: 3 clusters Score -1170104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (173796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173796 members 
Entering Unmasked Estep 
Score: -23930938.000000 Penalty: 2992.278076
	Iteration 0F: 2 clusters Score -2.393094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87148 members 
Mstep: Class 2 contains 86648 members 
Entering Unmasked Estep 
Score: -23817772.000000 Penalty: 5984.556152
	Iteration 0F: 3 clusters Score -2.381777e+07 nChanged 83503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90205 members 
Mstep: Class 2 contains 83591 members 
Entering Unmasked Estep 
Score: -23866368.000000 Penalty: 5984.556152
	Iteration 1F: 3 clusters Score -2.386637e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92154 members 
Mstep: Class 2 contains 81642 members 
Entering Unmasked Estep 
Score: -23867520.000000 Penalty: 5984.556152
	Iteration 2Q: 3 clusters Score -2.386752e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95343 members 
Mstep: Class 2 contains 78453 members 
Entering Unmasked Estep 
Score: -23869464.000000 Penalty: 5984.556152
	Iteration 3Q: 3 clusters Score -2.386946e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100324 members 
Mstep: Class 2 contains 73472 members 
Entering Unmasked Estep 
Score: -23872440.000000 Penalty: 5984.556152
	Iteration 4Q: 3 clusters Score -2.387244e+07 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107766 members 
Mstep: Class 2 contains 66030 members 
Entering Unmasked Estep 
Score: -23877622.000000 Penalty: 5984.556152
	Iteration 5F: 3 clusters Score -2.387762e+07 nChanged 11944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117988 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -23885508.000000 Penalty: 5984.556152
	Iteration 6F: 3 clusters Score -2.388551e+07 nChanged 13717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130203 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -23897196.000000 Penalty: 5984.556152
	Iteration 7F: 3 clusters Score -2.38972e+07 nChanged 12884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141899 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -23909196.000000 Penalty: 5984.556152
	Iteration 8F: 3 clusters Score -2.39092e+07 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150144 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -23917854.000000 Penalty: 5984.556152
	Iteration 9F: 3 clusters Score -2.391785e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154940 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -23922648.000000 Penalty: 5984.556152
	Iteration 10Q: 3 clusters Score -2.392265e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157837 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -23925198.000000 Penalty: 5984.556152
	Iteration 11Q: 3 clusters Score -2.39252e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159905 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -23926542.000000 Penalty: 5984.556152
	Iteration 12Q: 3 clusters Score -2.392654e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161532 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -23927294.000000 Penalty: 5984.556152
	Iteration 13Q: 3 clusters Score -2.392729e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162917 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -23927838.000000 Penalty: 5984.556152
	Iteration 14Q: 3 clusters Score -2.392784e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164061 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -23928148.000000 Penalty: 5984.556152
	Iteration 15Q: 3 clusters Score -2.392815e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165001 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -23928412.000000 Penalty: 5984.556152
	Iteration 16Q: 3 clusters Score -2.392841e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165782 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -23928576.000000 Penalty: 5984.556152
	Iteration 17Q: 3 clusters Score -2.392858e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166449 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -23928730.000000 Penalty: 5984.556152
	Iteration 18Q: 3 clusters Score -2.392873e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167027 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -23928784.000000 Penalty: 5984.556152
	Iteration 19Q: 3 clusters Score -2.392878e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167516 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -23928880.000000 Penalty: 5984.556152
	Iteration 20F: 3 clusters Score -2.392888e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167904 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -23928940.000000 Penalty: 5984.556152
	Iteration 21Q: 3 clusters Score -2.392894e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168250 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -23928956.000000 Penalty: 5984.556152
	Iteration 22Q: 3 clusters Score -2.392896e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168561 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -23929022.000000 Penalty: 5984.556152
	Iteration 23Q: 3 clusters Score -2.392902e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168860 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -23928994.000000 Penalty: 5984.556152
	Iteration 24Q: 3 clusters Score -2.392899e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169127 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -23929044.000000 Penalty: 5984.556152
	Iteration 25Q: 3 clusters Score -2.392904e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169356 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -23929122.000000 Penalty: 5984.556152
	Iteration 26Q: 3 clusters Score -2.392912e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169543 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -23929114.000000 Penalty: 5984.556152
	Iteration 27Q: 3 clusters Score -2.392911e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169712 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -23929172.000000 Penalty: 5984.556152
	Iteration 28Q: 3 clusters Score -2.392917e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169840 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -23929188.000000 Penalty: 5984.556152
	Iteration 29Q: 3 clusters Score -2.392919e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169977 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -23929196.000000 Penalty: 5984.556152
	Iteration 30Q: 3 clusters Score -2.39292e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170099 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -23929254.000000 Penalty: 5984.556152
	Iteration 31Q: 3 clusters Score -2.392925e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170207 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -23929264.000000 Penalty: 5984.556152
	Iteration 32Q: 3 clusters Score -2.392926e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170309 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -23929242.000000 Penalty: 5984.556152
	Iteration 33Q: 3 clusters Score -2.392924e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170388 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -23929228.000000 Penalty: 5984.556152
	Iteration 34Q: 3 clusters Score -2.392923e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170441 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -23929272.000000 Penalty: 5984.556152
	Iteration 35Q: 3 clusters Score -2.392927e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170495 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -23929272.000000 Penalty: 5984.556152
	Iteration 36Q: 3 clusters Score -2.392927e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170546 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -23929302.000000 Penalty: 5984.556152
	Iteration 37Q: 3 clusters Score -2.39293e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170590 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -23929280.000000 Penalty: 5984.556152
	Iteration 38Q: 3 clusters Score -2.392928e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170630 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -23929278.000000 Penalty: 5984.556152
	Iteration 39Q: 3 clusters Score -2.392928e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170665 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -23929276.000000 Penalty: 5984.556152
	Iteration 40F: 3 clusters Score -2.392928e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170705 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -23929300.000000 Penalty: 5984.556152
	Iteration 41Q: 3 clusters Score -2.39293e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170745 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -23929282.000000 Penalty: 5984.556152
	Iteration 42Q: 3 clusters Score -2.392928e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170788 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -23929290.000000 Penalty: 5984.556152
	Iteration 43Q: 3 clusters Score -2.392929e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170828 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -23929266.000000 Penalty: 5984.556152
	Iteration 44Q: 3 clusters Score -2.392927e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170871 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -23929284.000000 Penalty: 5984.556152
	Iteration 45Q: 3 clusters Score -2.392928e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170913 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -23929276.000000 Penalty: 5984.556152
	Iteration 46Q: 3 clusters Score -2.392928e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170955 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -23929298.000000 Penalty: 5984.556152
	Iteration 47Q: 3 clusters Score -2.39293e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170989 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -23929308.000000 Penalty: 5984.556152
	Iteration 48Q: 3 clusters Score -2.392931e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171026 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -23929296.000000 Penalty: 5984.556152
	Iteration 49Q: 3 clusters Score -2.39293e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171061 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -23929314.000000 Penalty: 5984.556152
	Iteration 50Q: 3 clusters Score -2.392931e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171084 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -23929306.000000 Penalty: 5984.556152
	Iteration 51Q: 3 clusters Score -2.392931e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171106 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -23929318.000000 Penalty: 5984.556152
	Iteration 52Q: 3 clusters Score -2.392932e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171120 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -23929304.000000 Penalty: 5984.556152
	Iteration 53Q: 3 clusters Score -2.39293e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171139 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -23929306.000000 Penalty: 5984.556152
	Iteration 54Q: 3 clusters Score -2.392931e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171154 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -23929318.000000 Penalty: 5984.556152
	Iteration 55Q: 3 clusters Score -2.392932e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171167 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -23929316.000000 Penalty: 5984.556152
	Iteration 56Q: 3 clusters Score -2.392932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171173 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -23929322.000000 Penalty: 5984.556152
	Iteration 57Q: 3 clusters Score -2.392932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171179 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -23929322.000000 Penalty: 5984.556152
	Iteration 58Q: 3 clusters Score -2.392932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171184 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -23929326.000000 Penalty: 5984.556152
	Iteration 59Q: 3 clusters Score -2.392933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171188 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -23929334.000000 Penalty: 5984.556152
	Iteration 60F: 3 clusters Score -2.392933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171190 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -23929344.000000 Penalty: 5984.556152
	Iteration 61Q: 3 clusters Score -2.392934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171198 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -23929332.000000 Penalty: 5984.556152
	Iteration 62Q: 3 clusters Score -2.392933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171206 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -23929330.000000 Penalty: 5984.556152
	Iteration 63Q: 3 clusters Score -2.392933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171214 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -23929330.000000 Penalty: 5984.556152
	Iteration 64Q: 3 clusters Score -2.392933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171225 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -23929336.000000 Penalty: 5984.556152
	Iteration 65Q: 3 clusters Score -2.392934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171234 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -23929322.000000 Penalty: 5984.556152
	Iteration 66Q: 3 clusters Score -2.392932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171243 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -23929346.000000 Penalty: 5984.556152
	Iteration 67Q: 3 clusters Score -2.392935e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171252 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -23929338.000000 Penalty: 5984.556152
	Iteration 68Q: 3 clusters Score -2.392934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171260 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -23929326.000000 Penalty: 5984.556152
	Iteration 69Q: 3 clusters Score -2.392933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171268 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -23929316.000000 Penalty: 5984.556152
	Iteration 70Q: 3 clusters Score -2.392932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171276 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -23929318.000000 Penalty: 5984.556152
	Iteration 71Q: 3 clusters Score -2.392932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171285 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -23929322.000000 Penalty: 5984.556152
	Iteration 72Q: 3 clusters Score -2.392932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171292 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -23929320.000000 Penalty: 5984.556152
	Iteration 73Q: 3 clusters Score -2.392932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171295 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -23929312.000000 Penalty: 5984.556152
	Iteration 74Q: 3 clusters Score -2.392931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171297 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -23929318.000000 Penalty: 5984.556152
	Iteration 75Q: 3 clusters Score -2.392932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171298 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -23929324.000000 Penalty: 5984.556152
	Iteration 76Q: 3 clusters Score -2.392932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171299 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -23929324.000000 Penalty: 5984.556152
	Iteration 77Q: 3 clusters Score -2.392932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171300 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -23929334.000000 Penalty: 5984.556152
	Iteration 78Q: 3 clusters Score -2.392933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171300 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -23929334.000000 Penalty: 5984.556152
	Iteration 79F: 3 clusters Score -2.392933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Entering Unmasked Estep 
Score: -1881776.500000 Penalty: 2365.760254
	Iteration 0F: 2 clusters Score -1881776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1871638.000000 Penalty: 4731.520508
	Iteration 0F: 3 clusters Score -1871638 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1874799.250000 Penalty: 4731.520508
	Iteration 1F: 3 clusters Score -1874799 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1875213.875000 Penalty: 4731.520508
	Iteration 2F: 3 clusters Score -1875214 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1875546.375000 Penalty: 4731.520508
	Iteration 3F: 3 clusters Score -1875546 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1875837.000000 Penalty: 4731.520508
	Iteration 4Q: 3 clusters Score -1875837 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1876078.500000 Penalty: 4731.520508
	Iteration 5Q: 3 clusters Score -1876078 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1876305.500000 Penalty: 4731.520508
	Iteration 6Q: 3 clusters Score -1876306 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1876494.875000 Penalty: 4731.520508
	Iteration 7Q: 3 clusters Score -1876495 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1876679.500000 Penalty: 4731.520508
	Iteration 8Q: 3 clusters Score -1876680 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1876842.625000 Penalty: 4731.520508
	Iteration 9Q: 3 clusters Score -1876843 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1876990.000000 Penalty: 4731.520508
	Iteration 10Q: 3 clusters Score -1876990 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1877138.250000 Penalty: 4731.520508
	Iteration 11Q: 3 clusters Score -1877138 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1877272.125000 Penalty: 4731.520508
	Iteration 12Q: 3 clusters Score -1877272 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1877406.875000 Penalty: 4731.520508
	Iteration 13Q: 3 clusters Score -1877407 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1877555.625000 Penalty: 4731.520508
	Iteration 14Q: 3 clusters Score -1877556 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1877726.750000 Penalty: 4731.520508
	Iteration 15Q: 3 clusters Score -1877727 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1877869.625000 Penalty: 4731.520508
	Iteration 16Q: 3 clusters Score -1877870 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1878020.500000 Penalty: 4731.520508
	Iteration 17Q: 3 clusters Score -1878020 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1878123.750000 Penalty: 4731.520508
	Iteration 18Q: 3 clusters Score -1878124 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1878188.750000 Penalty: 4731.520508
	Iteration 19Q: 3 clusters Score -1878189 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1878234.875000 Penalty: 4731.520508
	Iteration 20F: 3 clusters Score -1878235 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1878276.375000 Penalty: 4731.520508
	Iteration 21Q: 3 clusters Score -1878276 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1878316.625000 Penalty: 4731.520508
	Iteration 22Q: 3 clusters Score -1878317 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1878344.500000 Penalty: 4731.520508
	Iteration 23Q: 3 clusters Score -1878344 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1878387.375000 Penalty: 4731.520508
	Iteration 24Q: 3 clusters Score -1878387 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1878434.125000 Penalty: 4731.520508
	Iteration 25Q: 3 clusters Score -1878434 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1878477.875000 Penalty: 4731.520508
	Iteration 26Q: 3 clusters Score -1878478 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1878513.500000 Penalty: 4731.520508
	Iteration 27Q: 3 clusters Score -1878514 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1878547.000000 Penalty: 4731.520508
	Iteration 28Q: 3 clusters Score -1878547 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1878588.750000 Penalty: 4731.520508
	Iteration 29Q: 3 clusters Score -1878589 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1878629.250000 Penalty: 4731.520508
	Iteration 30Q: 3 clusters Score -1878629 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1878664.375000 Penalty: 4731.520508
	Iteration 31Q: 3 clusters Score -1878664 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1878706.500000 Penalty: 4731.520508
	Iteration 32Q: 3 clusters Score -1878706 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1878744.250000 Penalty: 4731.520508
	Iteration 33Q: 3 clusters Score -1878744 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1878774.875000 Penalty: 4731.520508
	Iteration 34Q: 3 clusters Score -1878775 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1878811.250000 Penalty: 4731.520508
	Iteration 35Q: 3 clusters Score -1878811 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1878832.000000 Penalty: 4731.520508
	Iteration 36Q: 3 clusters Score -1878832 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1878852.875000 Penalty: 4731.520508
	Iteration 37Q: 3 clusters Score -1878853 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1878880.125000 Penalty: 4731.520508
	Iteration 38Q: 3 clusters Score -1878880 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1878903.500000 Penalty: 4731.520508
	Iteration 39Q: 3 clusters Score -1878904 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1878920.250000 Penalty: 4731.520508
	Iteration 40F: 3 clusters Score -1878920 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1878943.500000 Penalty: 4731.520508
	Iteration 41Q: 3 clusters Score -1878944 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1878980.375000 Penalty: 4731.520508
	Iteration 42Q: 3 clusters Score -1878980 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1879005.250000 Penalty: 4731.520508
	Iteration 43Q: 3 clusters Score -1879005 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1879045.000000 Penalty: 4731.520508
	Iteration 44Q: 3 clusters Score -1879045 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1879073.000000 Penalty: 4731.520508
	Iteration 45Q: 3 clusters Score -1879073 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1879107.875000 Penalty: 4731.520508
	Iteration 46Q: 3 clusters Score -1879108 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1879136.500000 Penalty: 4731.520508
	Iteration 47Q: 3 clusters Score -1879136 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1879155.250000 Penalty: 4731.520508
	Iteration 48Q: 3 clusters Score -1879155 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1879173.000000 Penalty: 4731.520508
	Iteration 49Q: 3 clusters Score -1879173 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1879200.125000 Penalty: 4731.520508
	Iteration 50Q: 3 clusters Score -1879200 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1879230.375000 Penalty: 4731.520508
	Iteration 51Q: 3 clusters Score -1879230 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1879262.750000 Penalty: 4731.520508
	Iteration 52Q: 3 clusters Score -1879263 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1879293.250000 Penalty: 4731.520508
	Iteration 53Q: 3 clusters Score -1879293 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1879331.375000 Penalty: 4731.520508
	Iteration 54Q: 3 clusters Score -1879331 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1879357.375000 Penalty: 4731.520508
	Iteration 55Q: 3 clusters Score -1879357 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1879398.500000 Penalty: 4731.520508
	Iteration 56Q: 3 clusters Score -1879398 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1879433.375000 Penalty: 4731.520508
	Iteration 57Q: 3 clusters Score -1879433 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1879466.000000 Penalty: 4731.520508
	Iteration 58Q: 3 clusters Score -1879466 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1879497.750000 Penalty: 4731.520508
	Iteration 59Q: 3 clusters Score -1879498 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1879527.375000 Penalty: 4731.520508
	Iteration 60F: 3 clusters Score -1879527 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1879569.125000 Penalty: 4731.520508
	Iteration 61Q: 3 clusters Score -1879569 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1879597.000000 Penalty: 4731.520508
	Iteration 62Q: 3 clusters Score -1879597 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1879619.500000 Penalty: 4731.520508
	Iteration 63Q: 3 clusters Score -1879620 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1879640.875000 Penalty: 4731.520508
	Iteration 64Q: 3 clusters Score -1879641 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1879655.500000 Penalty: 4731.520508
	Iteration 65Q: 3 clusters Score -1879656 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1879672.000000 Penalty: 4731.520508
	Iteration 66Q: 3 clusters Score -1879672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1879689.875000 Penalty: 4731.520508
	Iteration 67Q: 3 clusters Score -1879690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1879701.000000 Penalty: 4731.520508
	Iteration 68Q: 3 clusters Score -1879701 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1879711.750000 Penalty: 4731.520508
	Iteration 69Q: 3 clusters Score -1879712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1879727.875000 Penalty: 4731.520508
	Iteration 70Q: 3 clusters Score -1879728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1879741.625000 Penalty: 4731.520508
	Iteration 71Q: 3 clusters Score -1879742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1879747.375000 Penalty: 4731.520508
	Iteration 72Q: 3 clusters Score -1879747 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1879758.875000 Penalty: 4731.520508
	Iteration 73Q: 3 clusters Score -1879759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1879764.750000 Penalty: 4731.520508
	Iteration 74Q: 3 clusters Score -1879765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1879774.375000 Penalty: 4731.520508
	Iteration 75Q: 3 clusters Score -1879774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1879780.625000 Penalty: 4731.520508
	Iteration 76Q: 3 clusters Score -1879781 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1879789.875000 Penalty: 4731.520508
	Iteration 77Q: 3 clusters Score -1879790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1879794.500000 Penalty: 4731.520508
	Iteration 78Q: 3 clusters Score -1879794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1879800.500000 Penalty: 4731.520508
	Iteration 79Q: 3 clusters Score -1879800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1879802.250000 Penalty: 4731.520508
	Iteration 80F: 3 clusters Score -1879802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1879802.875000 Penalty: 4731.520508
	Iteration 81Q: 3 clusters Score -1879803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1879805.125000 Penalty: 4731.520508
	Iteration 82Q: 3 clusters Score -1879805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1879800.000000 Penalty: 4731.520508
	Iteration 83Q: 3 clusters Score -1879800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1879804.125000 Penalty: 4731.520508
	Iteration 84Q: 3 clusters Score -1879804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1879807.250000 Penalty: 4731.520508
	Iteration 85Q: 3 clusters Score -1879807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1879807.125000 Penalty: 4731.520508
	Iteration 86Q: 3 clusters Score -1879807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1879813.625000 Penalty: 4731.520508
	Iteration 87Q: 3 clusters Score -1879814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1879815.250000 Penalty: 4731.520508
	Iteration 88Q: 3 clusters Score -1879815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1879813.375000 Penalty: 4731.520508
	Iteration 89Q: 3 clusters Score -1879813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1879819.875000 Penalty: 4731.520508
	Iteration 90Q: 3 clusters Score -1879820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1879822.750000 Penalty: 4731.520508
	Iteration 91Q: 3 clusters Score -1879823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1879822.375000 Penalty: 4731.520508
	Iteration 92Q: 3 clusters Score -1879822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1879824.000000 Penalty: 4731.520508
	Iteration 93Q: 3 clusters Score -1879824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1879823.625000 Penalty: 4731.520508
	Iteration 94Q: 3 clusters Score -1879824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1879824.500000 Penalty: 4731.520508
	Iteration 95Q: 3 clusters Score -1879824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1879826.000000 Penalty: 4731.520508
	Iteration 96Q: 3 clusters Score -1879826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1879826.125000 Penalty: 4731.520508
	Iteration 97Q: 3 clusters Score -1879826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1879825.375000 Penalty: 4731.520508
	Iteration 98Q: 3 clusters Score -1879825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1879830.250000 Penalty: 4731.520508
	Iteration 99Q: 3 clusters Score -1879830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1879833.250000 Penalty: 4731.520508
	Iteration 100F: 3 clusters Score -1879833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1879831.250000 Penalty: 4731.520508
	Iteration 101Q: 3 clusters Score -1879831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1879832.625000 Penalty: 4731.520508
	Iteration 102Q: 3 clusters Score -1879833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1879833.500000 Penalty: 4731.520508
	Iteration 103Q: 3 clusters Score -1879834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1879833.500000 Penalty: 4731.520508
	Iteration 104F: 3 clusters Score -1879834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -154075.859375 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -154075.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -151984.765625 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -151984.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -152279.515625 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -152279.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -152342.640625 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -152342.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -152384.750000 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -152384.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -152416.515625 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -152416.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -152443.546875 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -152443.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -152460.937500 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -152460.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -152487.625000 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -152487.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -152516.625000 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -152516.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -152549.531250 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -152549.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -152572.234375 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -152572.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -152595.468750 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -152595.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -152614.609375 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -152614.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -152629.812500 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -152629.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -152636.390625 Penalty: 3508.341797
	Iteration 14Q: 3 clusters Score -152636.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -152640.468750 Penalty: 3508.341797
	Iteration 15Q: 3 clusters Score -152640.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -152642.625000 Penalty: 3508.341797
	Iteration 16Q: 3 clusters Score -152642.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -152644.421875 Penalty: 3508.341797
	Iteration 17Q: 3 clusters Score -152644.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -152646.375000 Penalty: 3508.341797
	Iteration 18Q: 3 clusters Score -152646.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -152647.328125 Penalty: 3508.341797
	Iteration 19Q: 3 clusters Score -152647.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -152647.328125 Penalty: 3508.341797
	Iteration 20F: 3 clusters Score -152647.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Entering Unmasked Estep 
Score: -872326.625000 Penalty: 2184.104492
	Iteration 0F: 2 clusters Score -872326.6 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 3304 members 
Entering Unmasked Estep 
Score: -866746.437500 Penalty: 4368.208984
	Iteration 0F: 3 clusters Score -866746.4 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -868207.125000 Penalty: 4368.208984
	Iteration 1F: 3 clusters Score -868207.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -868458.062500 Penalty: 4368.208984
	Iteration 2F: 3 clusters Score -868458.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -868637.937500 Penalty: 4368.208984
	Iteration 3F: 3 clusters Score -868637.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -868787.750000 Penalty: 4368.208984
	Iteration 4Q: 3 clusters Score -868787.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -868925.062500 Penalty: 4368.208984
	Iteration 5Q: 3 clusters Score -868925.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -869052.437500 Penalty: 4368.208984
	Iteration 6Q: 3 clusters Score -869052.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -869178.312500 Penalty: 4368.208984
	Iteration 7Q: 3 clusters Score -869178.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -869334.000000 Penalty: 4368.208984
	Iteration 8Q: 3 clusters Score -869334 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -869505.562500 Penalty: 4368.208984
	Iteration 9Q: 3 clusters Score -869505.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -869677.125000 Penalty: 4368.208984
	Iteration 10Q: 3 clusters Score -869677.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -869835.625000 Penalty: 4368.208984
	Iteration 11Q: 3 clusters Score -869835.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -869979.687500 Penalty: 4368.208984
	Iteration 12Q: 3 clusters Score -869979.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -870109.375000 Penalty: 4368.208984
	Iteration 13Q: 3 clusters Score -870109.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -870224.875000 Penalty: 4368.208984
	Iteration 14Q: 3 clusters Score -870224.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -870329.125000 Penalty: 4368.208984
	Iteration 15Q: 3 clusters Score -870329.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -870417.500000 Penalty: 4368.208984
	Iteration 16Q: 3 clusters Score -870417.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -870483.062500 Penalty: 4368.208984
	Iteration 17Q: 3 clusters Score -870483.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -870525.812500 Penalty: 4368.208984
	Iteration 18Q: 3 clusters Score -870525.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -870551.812500 Penalty: 4368.208984
	Iteration 19Q: 3 clusters Score -870551.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -870578.187500 Penalty: 4368.208984
	Iteration 20F: 3 clusters Score -870578.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -870599.562500 Penalty: 4368.208984
	Iteration 21Q: 3 clusters Score -870599.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -870627.125000 Penalty: 4368.208984
	Iteration 22Q: 3 clusters Score -870627.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -870650.312500 Penalty: 4368.208984
	Iteration 23Q: 3 clusters Score -870650.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -870661.625000 Penalty: 4368.208984
	Iteration 24Q: 3 clusters Score -870661.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -870669.812500 Penalty: 4368.208984
	Iteration 25Q: 3 clusters Score -870669.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -870669.062500 Penalty: 4368.208984
	Iteration 26Q: 3 clusters Score -870669.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -870672.187500 Penalty: 4368.208984
	Iteration 27Q: 3 clusters Score -870672.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -870674.812500 Penalty: 4368.208984
	Iteration 28Q: 3 clusters Score -870674.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -870678.187500 Penalty: 4368.208984
	Iteration 29Q: 3 clusters Score -870678.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -870679.687500 Penalty: 4368.208984
	Iteration 30Q: 3 clusters Score -870679.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -870682.937500 Penalty: 4368.208984
	Iteration 31Q: 3 clusters Score -870682.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -870683.687500 Penalty: 4368.208984
	Iteration 32Q: 3 clusters Score -870683.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -870684.687500 Penalty: 4368.208984
	Iteration 33Q: 3 clusters Score -870684.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -870686.312500 Penalty: 4368.208984
	Iteration 34Q: 3 clusters Score -870686.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -870685.500000 Penalty: 4368.208984
	Iteration 35Q: 3 clusters Score -870685.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -870689.812500 Penalty: 4368.208984
	Iteration 36Q: 3 clusters Score -870689.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -870688.437500 Penalty: 4368.208984
	Iteration 37Q: 3 clusters Score -870688.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -870689.937500 Penalty: 4368.208984
	Iteration 38Q: 3 clusters Score -870689.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -870692.625000 Penalty: 4368.208984
	Iteration 39Q: 3 clusters Score -870692.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -870691.687500 Penalty: 4368.208984
	Iteration 40F: 3 clusters Score -870691.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -870694.375000 Penalty: 4368.208984
	Iteration 41Q: 3 clusters Score -870694.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -870696.375000 Penalty: 4368.208984
	Iteration 42Q: 3 clusters Score -870696.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -870696.125000 Penalty: 4368.208984
	Iteration 43Q: 3 clusters Score -870696.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -870696.125000 Penalty: 4368.208984
	Iteration 44F: 3 clusters Score -870696.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -58908.148438 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -58908.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -57517.558594 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -57517.56 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -57957.656250 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -57957.66 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -58238.339844 Penalty: 3098.068848
	Iteration 2F: 3 clusters Score -58238.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58772.632812 Penalty: 3098.068848
	Iteration 3F: 3 clusters Score -58772.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58888.394531 Penalty: 3098.068848
	Iteration 4F: 3 clusters Score -58888.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58991.488281 Penalty: 3098.068848
	Iteration 5Q: 3 clusters Score -58991.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59039.285156 Penalty: 3098.068848
	Iteration 6Q: 3 clusters Score -59039.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -59091.085938 Penalty: 3098.068848
	Iteration 7Q: 3 clusters Score -59091.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59107.882812 Penalty: 3098.068848
	Iteration 8Q: 3 clusters Score -59107.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -59123.335938 Penalty: 3098.068848
	Iteration 9Q: 3 clusters Score -59123.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -59123.335938 Penalty: 3098.068848
	Iteration 10F: 3 clusters Score -59123.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176336 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173796 members 
Mstep: Class 5 contains 13896 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6680 members 
Mstep: Class 8 contains 197 members 
Mstep: Class 9 contains 164304 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 36168 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182258 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40573 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
Score: -116084744.000000 Penalty: 54213.273438
Splitting cluster 8 changes total score from -116086344.000000 to -116084744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (164304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164304 members 
Entering Unmasked Estep 
Score: -22624080.000000 Penalty: 2978.349609
	Iteration 0F: 2 clusters Score -2.262408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82450 members 
Mstep: Class 2 contains 81854 members 
Entering Unmasked Estep 
Score: -22515904.000000 Penalty: 5956.699219
	Iteration 0F: 3 clusters Score -2.25159e+07 nChanged 78708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86494 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
Score: -22562000.000000 Penalty: 5956.699219
	Iteration 1F: 3 clusters Score -2.2562e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89062 members 
Mstep: Class 2 contains 75242 members 
Entering Unmasked Estep 
Score: -22563394.000000 Penalty: 5956.699219
	Iteration 2Q: 3 clusters Score -2.256339e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92925 members 
Mstep: Class 2 contains 71379 members 
Entering Unmasked Estep 
Score: -22565254.000000 Penalty: 5956.699219
	Iteration 3Q: 3 clusters Score -2.256525e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98628 members 
Mstep: Class 2 contains 65676 members 
Entering Unmasked Estep 
Score: -22568284.000000 Penalty: 5956.699219
	Iteration 4Q: 3 clusters Score -2.256828e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106743 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -22573320.000000 Penalty: 5956.699219
	Iteration 5F: 3 clusters Score -2.257332e+07 nChanged 11052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117585 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -22581300.000000 Penalty: 5956.699219
	Iteration 6F: 3 clusters Score -2.25813e+07 nChanged 12968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130499 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -22592276.000000 Penalty: 5956.699219
	Iteration 7F: 3 clusters Score -2.259228e+07 nChanged 12768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143259 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -22604234.000000 Penalty: 5956.699219
	Iteration 8F: 3 clusters Score -2.260423e+07 nChanged 10375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153634 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -22613430.000000 Penalty: 5956.699219
	Iteration 9F: 3 clusters Score -2.261343e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159765 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -22618296.000000 Penalty: 5956.699219
	Iteration 10Q: 3 clusters Score -2.26183e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162419 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -22620198.000000 Penalty: 5956.699219
	Iteration 11Q: 3 clusters Score -2.26202e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163401 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -22620910.000000 Penalty: 5956.699219
	Iteration 12Q: 3 clusters Score -2.262091e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163758 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -22621260.000000 Penalty: 5956.699219
	Iteration 13Q: 3 clusters Score -2.262126e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163876 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -22621426.000000 Penalty: 5956.699219
	Iteration 14Q: 3 clusters Score -2.262143e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163913 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -22621486.000000 Penalty: 5956.699219
	Iteration 15Q: 3 clusters Score -2.262149e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163933 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -22621518.000000 Penalty: 5956.699219
	Iteration 16Q: 3 clusters Score -2.262152e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163935 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -22621504.000000 Penalty: 5956.699219
	Iteration 17Q: 3 clusters Score -2.26215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163941 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -22621530.000000 Penalty: 5956.699219
	Iteration 18Q: 3 clusters Score -2.262153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163945 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -22621558.000000 Penalty: 5956.699219
	Iteration 19Q: 3 clusters Score -2.262156e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163954 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -22621550.000000 Penalty: 5956.699219
	Iteration 20F: 3 clusters Score -2.262155e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163958 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -22621556.000000 Penalty: 5956.699219
	Iteration 21Q: 3 clusters Score -2.262156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163960 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -22621556.000000 Penalty: 5956.699219
	Iteration 22Q: 3 clusters Score -2.262156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163961 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -22621574.000000 Penalty: 5956.699219
	Iteration 23Q: 3 clusters Score -2.262157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163962 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -22621566.000000 Penalty: 5956.699219
	Iteration 24Q: 3 clusters Score -2.262157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163960 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -22621568.000000 Penalty: 5956.699219
	Iteration 25Q: 3 clusters Score -2.262157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163960 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -22621584.000000 Penalty: 5956.699219
	Iteration 26Q: 3 clusters Score -2.262158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163959 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -22621590.000000 Penalty: 5956.699219
	Iteration 27Q: 3 clusters Score -2.262159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163960 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -22621582.000000 Penalty: 5956.699219
	Iteration 28Q: 3 clusters Score -2.262158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163961 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -22621578.000000 Penalty: 5956.699219
	Iteration 29Q: 3 clusters Score -2.262158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163961 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -22621578.000000 Penalty: 5956.699219
	Iteration 30F: 3 clusters Score -2.262158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -5033296.000000 Penalty: 2602.990479
	Iteration 0F: 2 clusters Score -5033296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -5008526.000000 Penalty: 5205.980957
	Iteration 0F: 3 clusters Score -5008526 nChanged 16407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -5017695.500000 Penalty: 5205.980957
	Iteration 1F: 3 clusters Score -5017696 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -5018226.000000 Penalty: 5205.980957
	Iteration 2Q: 3 clusters Score -5018226 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -5018689.000000 Penalty: 5205.980957
	Iteration 3Q: 3 clusters Score -5018689 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -5019118.500000 Penalty: 5205.980957
	Iteration 4Q: 3 clusters Score -5019118 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -5019589.500000 Penalty: 5205.980957
	Iteration 5Q: 3 clusters Score -5019590 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -5020079.500000 Penalty: 5205.980957
	Iteration 6Q: 3 clusters Score -5020080 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -5020560.000000 Penalty: 5205.980957
	Iteration 7Q: 3 clusters Score -5020560 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -5021089.500000 Penalty: 5205.980957
	Iteration 8Q: 3 clusters Score -5021090 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -5021667.500000 Penalty: 5205.980957
	Iteration 9Q: 3 clusters Score -5021668 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -5022330.000000 Penalty: 5205.980957
	Iteration 10Q: 3 clusters Score -5022330 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -5023098.000000 Penalty: 5205.980957
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5023926 nChanged 1573
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5024817 nChanged 1548
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5025615 nChanged 1320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5026170 nChanged 1062
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5026549 nChanged 805
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5026824 nChanged 660
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Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5027056 nChanged 539
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Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5027222 nChanged 464
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Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5027338 nChanged 453
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Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5027462 nChanged 441
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Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5027590 nChanged 445
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Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5027744 nChanged 450
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Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5027872 nChanged 432
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Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5027977 nChanged 433
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Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5028117 nChanged 414
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Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5028224 nChanged 437
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Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5028340 nChanged 405
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Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5028472 nChanged 413
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Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5028597 nChanged 380
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Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5028712 nChanged 327
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Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5028798 nChanged 297
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Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5028874 nChanged 331
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Mstep: Class 1 contains 25916 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5028962 nChanged 335
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Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5029045 nChanged 289
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Mstep: Class 1 contains 26520 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5029132 nChanged 286
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Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5029200 nChanged 293
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Mstep: Class 1 contains 27095 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5029294 nChanged 300
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Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5029354 nChanged 290
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Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5029429 nChanged 286
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Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 8209 members 
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	Iteration 41Q: 3 clusters Score -5029464 nChanged 275
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Mstep: Class 1 contains 28234 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5029536 nChanged 306
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	Iteration 45Q: 3 clusters Score -5029803 nChanged 315
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Mstep: Class 1 contains 29477 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30097 members 
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	Iteration 48Q: 3 clusters Score -5030066 nChanged 278
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Mstep: Class 1 contains 30373 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5030119 nChanged 264
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Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5030206 nChanged 254
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Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 5277 members 
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	Iteration 51Q: 3 clusters Score -5030300 nChanged 250
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Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 5027 members 
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	Iteration 52Q: 3 clusters Score -5030377 nChanged 232
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Mstep: Class 1 contains 31373 members 
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Mstep: Class 1 contains 31585 members 
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	Iteration 54Q: 3 clusters Score -5030524 nChanged 191
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Mstep: Class 1 contains 31776 members 
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Mstep: Class 2 contains 4205 members 
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	Iteration 56Q: 3 clusters Score -5030618 nChanged 186
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Mstep: Class 1 contains 32149 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5030672 nChanged 201
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Mstep: Class 1 contains 32348 members 
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	Iteration 58Q: 3 clusters Score -5030750 nChanged 181
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Mstep: Class 1 contains 32527 members 
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	Iteration 59Q: 3 clusters Score -5030817 nChanged 156
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Mstep: Class 1 contains 32683 members 
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	Iteration 60F: 3 clusters Score -5030851 nChanged 143
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Mstep: Class 1 contains 32826 members 
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	Iteration 61Q: 3 clusters Score -5030856 nChanged 137
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	Iteration 62Q: 3 clusters Score -5030882 nChanged 151
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Mstep: Class 1 contains 33114 members 
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	Iteration 63Q: 3 clusters Score -5030938 nChanged 151
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Mstep: Class 1 contains 33265 members 
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	Iteration 64Q: 3 clusters Score -5030987 nChanged 141
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Mstep: Class 1 contains 33404 members 
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	Iteration 65Q: 3 clusters Score -5031042 nChanged 139
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	Iteration 66Q: 3 clusters Score -5031078 nChanged 126
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	Iteration 67Q: 3 clusters Score -5031128 nChanged 129
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	Iteration 68Q: 3 clusters Score -5031171 nChanged 100
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	Iteration 69Q: 3 clusters Score -5031209 nChanged 97
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Mstep: Class 1 contains 33995 members 
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	Iteration 70Q: 3 clusters Score -5031246 nChanged 107
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Mstep: Class 1 contains 34102 members 
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	Iteration 71Q: 3 clusters Score -5031275 nChanged 89
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Mstep: Class 1 contains 34189 members 
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	Iteration 72Q: 3 clusters Score -5031334 nChanged 88
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Mstep: Class 1 contains 34273 members 
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	Iteration 73Q: 3 clusters Score -5031351 nChanged 66
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	Iteration 74Q: 3 clusters Score -5031374 nChanged 46
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Mstep: Class 1 contains 34385 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5031370 nChanged 40
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Mstep: Class 1 contains 34425 members 
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	Iteration 76Q: 3 clusters Score -5031396 nChanged 35
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	Iteration 77Q: 3 clusters Score -5031404 nChanged 35
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5031419 nChanged 29
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	Iteration 79Q: 3 clusters Score -5031426 nChanged 22
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Mstep: Class 1 contains 34536 members 
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	Iteration 80F: 3 clusters Score -5031426 nChanged 17
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Mstep: Class 1 contains 34553 members 
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	Iteration 81Q: 3 clusters Score -5031438 nChanged 19
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Mstep: Class 1 contains 34570 members 
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	Iteration 82Q: 3 clusters Score -5031448 nChanged 22
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Mstep: Class 1 contains 34592 members 
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	Iteration 83Q: 3 clusters Score -5031452 nChanged 24
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	Iteration 84Q: 3 clusters Score -5031459 nChanged 20
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	Iteration 85Q: 3 clusters Score -5031458 nChanged 13
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Mstep: Class 1 contains 34647 members 
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	Iteration 86Q: 3 clusters Score -5031464 nChanged 13
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Mstep: Class 1 contains 34658 members 
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	Iteration 87Q: 3 clusters Score -5031473 nChanged 14
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	Iteration 88Q: 3 clusters Score -5031468 nChanged 7
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	Iteration 89Q: 3 clusters Score -5031468 nChanged 14
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	Iteration 90Q: 3 clusters Score -5031468 nChanged 10
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	Iteration 91Q: 3 clusters Score -5031477 nChanged 14
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5031484 nChanged 9
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	Iteration 93Q: 3 clusters Score -5031483 nChanged 8
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	Iteration 94Q: 3 clusters Score -5031488 nChanged 6
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	Iteration 95Q: 3 clusters Score -5031493 nChanged 12
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	Iteration 96Q: 3 clusters Score -5031498 nChanged 16
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	Iteration 97Q: 3 clusters Score -5031496 nChanged 6
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	Iteration 98Q: 3 clusters Score -5031492 nChanged 7
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	Iteration 99Q: 3 clusters Score -5031494 nChanged 8
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	Iteration 100F: 3 clusters Score -5031494 nChanged 4
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	Iteration 101Q: 3 clusters Score -5031498 nChanged 5
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	Iteration 102Q: 3 clusters Score -5031502 nChanged 4
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	Iteration 103Q: 3 clusters Score -5031496 nChanged 2
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	Iteration 104Q: 3 clusters Score -5031500 nChanged 1
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	Iteration 105Q: 3 clusters Score -5031504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5031503.500000 Penalty: 5205.980957
	Iteration 106F: 3 clusters Score -5031504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Entering Unmasked Estep 
Score: -1600293.125000 Penalty: 2324.369873
	Iteration 0F: 2 clusters Score -1600293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1591558.375000 Penalty: 4648.739746
	Iteration 0F: 3 clusters Score -1591558 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1594251.375000 Penalty: 4648.739746
	Iteration 1F: 3 clusters Score -1594251 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1594596.750000 Penalty: 4648.739746
	Iteration 2F: 3 clusters Score -1594597 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1594867.125000 Penalty: 4648.739746
	Iteration 3F: 3 clusters Score -1594867 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1595072.500000 Penalty: 4648.739746
	Iteration 4Q: 3 clusters Score -1595072 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1595247.750000 Penalty: 4648.739746
	Iteration 5Q: 3 clusters Score -1595248 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1595402.375000 Penalty: 4648.739746
	Iteration 6Q: 3 clusters Score -1595402 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1595576.625000 Penalty: 4648.739746
	Iteration 7Q: 3 clusters Score -1595577 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1595794.875000 Penalty: 4648.739746
	Iteration 8Q: 3 clusters Score -1595795 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1596001.500000 Penalty: 4648.739746
	Iteration 9Q: 3 clusters Score -1596002 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1596210.250000 Penalty: 4648.739746
	Iteration 10Q: 3 clusters Score -1596210 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1596425.375000 Penalty: 4648.739746
	Iteration 11Q: 3 clusters Score -1596425 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1596621.000000 Penalty: 4648.739746
	Iteration 12Q: 3 clusters Score -1596621 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1596823.875000 Penalty: 4648.739746
	Iteration 13Q: 3 clusters Score -1596824 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1597000.500000 Penalty: 4648.739746
	Iteration 14Q: 3 clusters Score -1597000 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1597177.875000 Penalty: 4648.739746
	Iteration 15Q: 3 clusters Score -1597178 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1597366.250000 Penalty: 4648.739746
	Iteration 16Q: 3 clusters Score -1597366 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1597537.750000 Penalty: 4648.739746
	Iteration 17Q: 3 clusters Score -1597538 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1597691.250000 Penalty: 4648.739746
	Iteration 18Q: 3 clusters Score -1597691 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1597815.375000 Penalty: 4648.739746
	Iteration 19Q: 3 clusters Score -1597815 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1597910.750000 Penalty: 4648.739746
	Iteration 20F: 3 clusters Score -1597911 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1597980.375000 Penalty: 4648.739746
	Iteration 21Q: 3 clusters Score -1597980 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1598037.875000 Penalty: 4648.739746
	Iteration 22Q: 3 clusters Score -1598038 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1598077.625000 Penalty: 4648.739746
	Iteration 23Q: 3 clusters Score -1598078 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1598119.125000 Penalty: 4648.739746
	Iteration 24Q: 3 clusters Score -1598119 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1598155.500000 Penalty: 4648.739746
	Iteration 25Q: 3 clusters Score -1598156 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1598188.375000 Penalty: 4648.739746
	Iteration 26Q: 3 clusters Score -1598188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1598218.000000 Penalty: 4648.739746
	Iteration 27Q: 3 clusters Score -1598218 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1598234.125000 Penalty: 4648.739746
	Iteration 28Q: 3 clusters Score -1598234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1598251.250000 Penalty: 4648.739746
	Iteration 29Q: 3 clusters Score -1598251 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1598272.000000 Penalty: 4648.739746
	Iteration 30Q: 3 clusters Score -1598272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1598295.625000 Penalty: 4648.739746
	Iteration 31Q: 3 clusters Score -1598296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1598314.250000 Penalty: 4648.739746
	Iteration 32Q: 3 clusters Score -1598314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1598330.000000 Penalty: 4648.739746
	Iteration 33Q: 3 clusters Score -1598330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1598348.500000 Penalty: 4648.739746
	Iteration 34Q: 3 clusters Score -1598348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1598361.250000 Penalty: 4648.739746
	Iteration 35Q: 3 clusters Score -1598361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1598368.250000 Penalty: 4648.739746
	Iteration 36Q: 3 clusters Score -1598368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1598374.125000 Penalty: 4648.739746
	Iteration 37Q: 3 clusters Score -1598374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1598381.375000 Penalty: 4648.739746
	Iteration 38Q: 3 clusters Score -1598381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1598390.125000 Penalty: 4648.739746
	Iteration 39Q: 3 clusters Score -1598390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1598395.750000 Penalty: 4648.739746
	Iteration 40F: 3 clusters Score -1598396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1598398.000000 Penalty: 4648.739746
	Iteration 41Q: 3 clusters Score -1598398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1598401.375000 Penalty: 4648.739746
	Iteration 42Q: 3 clusters Score -1598401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1598402.625000 Penalty: 4648.739746
	Iteration 43Q: 3 clusters Score -1598403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1598406.000000 Penalty: 4648.739746
	Iteration 44Q: 3 clusters Score -1598406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1598405.000000 Penalty: 4648.739746
	Iteration 45Q: 3 clusters Score -1598405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1598407.250000 Penalty: 4648.739746
	Iteration 46Q: 3 clusters Score -1598407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1598406.000000 Penalty: 4648.739746
	Iteration 47Q: 3 clusters Score -1598406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1598409.250000 Penalty: 4648.739746
	Iteration 48Q: 3 clusters Score -1598409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1598412.000000 Penalty: 4648.739746
	Iteration 49Q: 3 clusters Score -1598412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1598412.000000 Penalty: 4648.739746
	Iteration 50F: 3 clusters Score -1598412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (182258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182258 members 
Entering Unmasked Estep 
Score: -24973188.000000 Penalty: 3004.068115
	Iteration 0F: 2 clusters Score -2.497319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91422 members 
Mstep: Class 2 contains 90836 members 
Entering Unmasked Estep 
Score: -24858012.000000 Penalty: 6008.136230
	Iteration 0F: 3 clusters Score -2.485801e+07 nChanged 87507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96439 members 
Mstep: Class 2 contains 85819 members 
Entering Unmasked Estep 
Score: -24908252.000000 Penalty: 6008.136230
	Iteration 1F: 3 clusters Score -2.490825e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99622 members 
Mstep: Class 2 contains 82636 members 
Entering Unmasked Estep 
Score: -24909422.000000 Penalty: 6008.136230
	Iteration 2Q: 3 clusters Score -2.490942e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104679 members 
Mstep: Class 2 contains 77579 members 
Entering Unmasked Estep 
Score: -24911606.000000 Penalty: 6008.136230
	Iteration 3Q: 3 clusters Score -2.491161e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112463 members 
Mstep: Class 2 contains 69795 members 
Entering Unmasked Estep 
Score: -24915396.000000 Penalty: 6008.136230
	Iteration 4Q: 3 clusters Score -2.49154e+07 nChanged 11961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124210 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -24922832.000000 Penalty: 6008.136230
	Iteration 5F: 3 clusters Score -2.492283e+07 nChanged 15593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139687 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -24935116.000000 Penalty: 6008.136230
	Iteration 6F: 3 clusters Score -2.493512e+07 nChanged 17151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156806 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -24950772.000000 Penalty: 6008.136230
	Iteration 7F: 3 clusters Score -2.495077e+07 nChanged 13838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170638 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -24962122.000000 Penalty: 6008.136230
	Iteration 8F: 3 clusters Score -2.496212e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178027 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -24967432.000000 Penalty: 6008.136230
	Iteration 9Q: 3 clusters Score -2.496743e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180813 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -24969566.000000 Penalty: 6008.136230
	Iteration 10Q: 3 clusters Score -2.496957e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181545 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -24970112.000000 Penalty: 6008.136230
	Iteration 11Q: 3 clusters Score -2.497011e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181726 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -24970388.000000 Penalty: 6008.136230
	Iteration 12Q: 3 clusters Score -2.497039e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181782 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -24970492.000000 Penalty: 6008.136230
	Iteration 13Q: 3 clusters Score -2.497049e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181803 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -24970568.000000 Penalty: 6008.136230
	Iteration 14Q: 3 clusters Score -2.497057e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181814 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -24970614.000000 Penalty: 6008.136230
	Iteration 15Q: 3 clusters Score -2.497061e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181819 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -24970622.000000 Penalty: 6008.136230
	Iteration 16Q: 3 clusters Score -2.497062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181818 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -24970640.000000 Penalty: 6008.136230
	Iteration 17Q: 3 clusters Score -2.497064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181819 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -24970624.000000 Penalty: 6008.136230
	Iteration 18Q: 3 clusters Score -2.497062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181821 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -24970632.000000 Penalty: 6008.136230
	Iteration 19Q: 3 clusters Score -2.497063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181825 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -24970654.000000 Penalty: 6008.136230
	Iteration 20F: 3 clusters Score -2.497065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181824 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -24970670.000000 Penalty: 6008.136230
	Iteration 21Q: 3 clusters Score -2.497067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181824 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -24970678.000000 Penalty: 6008.136230
	Iteration 22Q: 3 clusters Score -2.497068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181824 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -24970678.000000 Penalty: 6008.136230
	Iteration 23F: 3 clusters Score -2.497068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -76243.687500 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -76243.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74611.132812 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -74611.13 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -74984.960938 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -74984.96 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -75205.265625 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -75205.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -75356.945312 Penalty: 3204.888184
	Iteration 3Q: 3 clusters Score -75356.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -75625.976562 Penalty: 3204.888184
	Iteration 4F: 3 clusters Score -75625.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75832.070312 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -75832.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -76129.945312 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -76129.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -76303.695312 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -76303.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76346.398438 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -76346.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -76355.406250 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -76355.41 nChanged 4
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: -76371.968750 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -76371.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76382.226562 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -76382.23 nChanged 4
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: -76394.781250 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -76394.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76402.523438 Penalty: 3204.888184
	Iteration 13Q: 3 clusters Score -76402.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76409.625000 Penalty: 3204.888184
	Iteration 14Q: 3 clusters Score -76409.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76414.984375 Penalty: 3204.888184
	Iteration 15Q: 3 clusters Score -76414.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -76416.601562 Penalty: 3204.888184
	Iteration 16Q: 3 clusters Score -76416.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -76416.601562 Penalty: 3204.888184
	Iteration 17F: 3 clusters Score -76416.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176336 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173796 members 
Mstep: Class 5 contains 13896 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6680 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164304 members 
Mstep: Class 10 contains 308 members 
Mstep: Class 11 contains 36168 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182258 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 16 contains 40573 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
Score: -116084696.000000 Penalty: 54213.273438
Splitting cluster 14 changes total score from -116086344.000000 to -116084696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (40573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Entering Unmasked Estep 
Score: -5640757.000000 Penalty: 2631.492676
	Iteration 0F: 2 clusters Score -5640757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -5613197.500000 Penalty: 5262.985352
	Iteration 0F: 3 clusters Score -5613198 nChanged 18619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -5623488.000000 Penalty: 5262.985352
	Iteration 1F: 3 clusters Score -5623488 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -5623992.000000 Penalty: 5262.985352
	Iteration 2Q: 3 clusters Score -5623992 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -5624358.500000 Penalty: 5262.985352
	Iteration 3Q: 3 clusters Score -5624358 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -5624715.500000 Penalty: 5262.985352
	Iteration 4Q: 3 clusters Score -5624716 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -5625114.500000 Penalty: 5262.985352
	Iteration 5Q: 3 clusters Score -5625114 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -5625525.500000 Penalty: 5262.985352
	Iteration 6Q: 3 clusters Score -5625526 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -5626100.000000 Penalty: 5262.985352
	Iteration 7Q: 3 clusters Score -5626100 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -5626773.500000 Penalty: 5262.985352
	Iteration 8Q: 3 clusters Score -5626774 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -5627663.500000 Penalty: 5262.985352
	Iteration 9Q: 3 clusters Score -5627664 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -5628943.500000 Penalty: 5262.985352
	Iteration 10Q: 3 clusters Score -5628944 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -5630237.000000 Penalty: 5262.985352
	Iteration 11F: 3 clusters Score -5630237 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -5631502.500000 Penalty: 5262.985352
	Iteration 12F: 3 clusters Score -5631502 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -5632467.500000 Penalty: 5262.985352
	Iteration 13Q: 3 clusters Score -5632468 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -5632974.000000 Penalty: 5262.985352
	Iteration 14Q: 3 clusters Score -5632974 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -5633203.500000 Penalty: 5262.985352
	Iteration 15Q: 3 clusters Score -5633204 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -5633317.000000 Penalty: 5262.985352
	Iteration 16Q: 3 clusters Score -5633317 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -5633414.500000 Penalty: 5262.985352
	Iteration 17Q: 3 clusters Score -5633414 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -5633486.500000 Penalty: 5262.985352
	Iteration 18Q: 3 clusters Score -5633486 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -5633537.000000 Penalty: 5262.985352
	Iteration 19Q: 3 clusters Score -5633537 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -5633575.500000 Penalty: 5262.985352
	Iteration 20F: 3 clusters Score -5633576 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -5633607.000000 Penalty: 5262.985352
	Iteration 21Q: 3 clusters Score -5633607 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -5633636.500000 Penalty: 5262.985352
	Iteration 22Q: 3 clusters Score -5633636 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -5633667.000000 Penalty: 5262.985352
	Iteration 23Q: 3 clusters Score -5633667 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -5633739.000000 Penalty: 5262.985352
	Iteration 24Q: 3 clusters Score -5633739 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -5633797.500000 Penalty: 5262.985352
	Iteration 25Q: 3 clusters Score -5633798 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -5633879.000000 Penalty: 5262.985352
	Iteration 26Q: 3 clusters Score -5633879 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -5633951.000000 Penalty: 5262.985352
	Iteration 27Q: 3 clusters Score -5633951 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -5634025.000000 Penalty: 5262.985352
	Iteration 28Q: 3 clusters Score -5634025 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -5634104.000000 Penalty: 5262.985352
	Iteration 29Q: 3 clusters Score -5634104 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -5634164.000000 Penalty: 5262.985352
	Iteration 30Q: 3 clusters Score -5634164 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -5634245.500000 Penalty: 5262.985352
	Iteration 31Q: 3 clusters Score -5634246 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -5634355.500000 Penalty: 5262.985352
	Iteration 32Q: 3 clusters Score -5634356 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -5634432.500000 Penalty: 5262.985352
	Iteration 33Q: 3 clusters Score -5634432 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -5634527.000000 Penalty: 5262.985352
	Iteration 34Q: 3 clusters Score -5634527 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -5634638.000000 Penalty: 5262.985352
	Iteration 35Q: 3 clusters Score -5634638 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -5634754.000000 Penalty: 5262.985352
	Iteration 36Q: 3 clusters Score -5634754 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -5634856.000000 Penalty: 5262.985352
	Iteration 37Q: 3 clusters Score -5634856 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -5634972.500000 Penalty: 5262.985352
	Iteration 38Q: 3 clusters Score -5634972 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -5635094.500000 Penalty: 5262.985352
	Iteration 39Q: 3 clusters Score -5635094 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -5635171.500000 Penalty: 5262.985352
	Iteration 40F: 3 clusters Score -5635172 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -5635273.000000 Penalty: 5262.985352
	Iteration 41Q: 3 clusters Score -5635273 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -5635372.000000 Penalty: 5262.985352
	Iteration 42Q: 3 clusters Score -5635372 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -5635470.500000 Penalty: 5262.985352
	Iteration 43Q: 3 clusters Score -5635470 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -5635553.500000 Penalty: 5262.985352
	Iteration 44Q: 3 clusters Score -5635554 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -5635641.000000 Penalty: 5262.985352
	Iteration 45Q: 3 clusters Score -5635641 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -5635710.000000 Penalty: 5262.985352
	Iteration 46Q: 3 clusters Score -5635710 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -5635793.500000 Penalty: 5262.985352
	Iteration 47Q: 3 clusters Score -5635794 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -5635878.500000 Penalty: 5262.985352
	Iteration 48Q: 3 clusters Score -5635878 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -5635965.000000 Penalty: 5262.985352
	Iteration 49Q: 3 clusters Score -5635965 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -5636062.500000 Penalty: 5262.985352
	Iteration 50Q: 3 clusters Score -5636062 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -5636180.000000 Penalty: 5262.985352
	Iteration 51Q: 3 clusters Score -5636180 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -5636306.000000 Penalty: 5262.985352
	Iteration 52Q: 3 clusters Score -5636306 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -5636415.000000 Penalty: 5262.985352
	Iteration 53Q: 3 clusters Score -5636415 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -5636561.000000 Penalty: 5262.985352
	Iteration 54Q: 3 clusters Score -5636561 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -5636692.000000 Penalty: 5262.985352
	Iteration 55Q: 3 clusters Score -5636692 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -5636803.500000 Penalty: 5262.985352
	Iteration 56Q: 3 clusters Score -5636804 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -5636903.000000 Penalty: 5262.985352
	Iteration 57Q: 3 clusters Score -5636903 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -5637027.000000 Penalty: 5262.985352
	Iteration 58Q: 3 clusters Score -5637027 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -5637124.000000 Penalty: 5262.985352
	Iteration 59Q: 3 clusters Score -5637124 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -5637225.500000 Penalty: 5262.985352
	Iteration 60F: 3 clusters Score -5637226 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -5637341.500000 Penalty: 5262.985352
	Iteration 61Q: 3 clusters Score -5637342 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -5637448.000000 Penalty: 5262.985352
	Iteration 62Q: 3 clusters Score -5637448 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -5637520.000000 Penalty: 5262.985352
	Iteration 63Q: 3 clusters Score -5637520 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -5637619.500000 Penalty: 5262.985352
	Iteration 64Q: 3 clusters Score -5637620 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -5637686.500000 Penalty: 5262.985352
	Iteration 65Q: 3 clusters Score -5637686 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -5637770.000000 Penalty: 5262.985352
	Iteration 66Q: 3 clusters Score -5637770 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -5637872.500000 Penalty: 5262.985352
	Iteration 67Q: 3 clusters Score -5637872 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -5637963.000000 Penalty: 5262.985352
	Iteration 68Q: 3 clusters Score -5637963 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -5638088.000000 Penalty: 5262.985352
	Iteration 69Q: 3 clusters Score -5638088 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -5638158.000000 Penalty: 5262.985352
	Iteration 70Q: 3 clusters Score -5638158 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -5638230.500000 Penalty: 5262.985352
	Iteration 71Q: 3 clusters Score -5638230 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -5638253.500000 Penalty: 5262.985352
	Iteration 72Q: 3 clusters Score -5638254 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -5638304.000000 Penalty: 5262.985352
	Iteration 73Q: 3 clusters Score -5638304 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -5638337.500000 Penalty: 5262.985352
	Iteration 74Q: 3 clusters Score -5638338 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -5638360.500000 Penalty: 5262.985352
	Iteration 75Q: 3 clusters Score -5638360 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -5638388.000000 Penalty: 5262.985352
	Iteration 76Q: 3 clusters Score -5638388 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -5638431.000000 Penalty: 5262.985352
	Iteration 77Q: 3 clusters Score -5638431 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -5638469.000000 Penalty: 5262.985352
	Iteration 78Q: 3 clusters Score -5638469 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -5638523.500000 Penalty: 5262.985352
	Iteration 79Q: 3 clusters Score -5638524 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -5638551.000000 Penalty: 5262.985352
	Iteration 80F: 3 clusters Score -5638551 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -5638555.000000 Penalty: 5262.985352
	Iteration 81Q: 3 clusters Score -5638555 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -5638591.000000 Penalty: 5262.985352
	Iteration 82Q: 3 clusters Score -5638591 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -5638631.500000 Penalty: 5262.985352
	Iteration 83Q: 3 clusters Score -5638632 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -5638628.500000 Penalty: 5262.985352
	Iteration 84Q: 3 clusters Score -5638628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -5638643.000000 Penalty: 5262.985352
	Iteration 85Q: 3 clusters Score -5638643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -5638640.000000 Penalty: 5262.985352
	Iteration 86Q: 3 clusters Score -5638640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -5638664.000000 Penalty: 5262.985352
	Iteration 87Q: 3 clusters Score -5638664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -5638655.500000 Penalty: 5262.985352
	Iteration 88Q: 3 clusters Score -5638656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -5638655.500000 Penalty: 5262.985352
	Iteration 89Q: 3 clusters Score -5638656 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -5638663.000000 Penalty: 5262.985352
	Iteration 90Q: 3 clusters Score -5638663 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -5638692.000000 Penalty: 5262.985352
	Iteration 91Q: 3 clusters Score -5638692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -5638711.500000 Penalty: 5262.985352
	Iteration 92Q: 3 clusters Score -5638712 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -5638730.500000 Penalty: 5262.985352
	Iteration 93Q: 3 clusters Score -5638730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -5638734.000000 Penalty: 5262.985352
	Iteration 94Q: 3 clusters Score -5638734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -5638731.000000 Penalty: 5262.985352
	Iteration 95Q: 3 clusters Score -5638731 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -5638750.000000 Penalty: 5262.985352
	Iteration 96Q: 3 clusters Score -5638750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -5638760.000000 Penalty: 5262.985352
	Iteration 97Q: 3 clusters Score -5638760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -5638755.500000 Penalty: 5262.985352
	Iteration 98Q: 3 clusters Score -5638756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -5638750.500000 Penalty: 5262.985352
	Iteration 99Q: 3 clusters Score -5638750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -5638755.000000 Penalty: 5262.985352
	Iteration 100F: 3 clusters Score -5638755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -5638753.500000 Penalty: 5262.985352
	Iteration 101Q: 3 clusters Score -5638754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -5638762.000000 Penalty: 5262.985352
	Iteration 102Q: 3 clusters Score -5638762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -5638760.500000 Penalty: 5262.985352
	Iteration 103Q: 3 clusters Score -5638760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -5638775.500000 Penalty: 5262.985352
	Iteration 104Q: 3 clusters Score -5638776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -5638780.000000 Penalty: 5262.985352
	Iteration 105Q: 3 clusters Score -5638780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -5638786.500000 Penalty: 5262.985352
	Iteration 106Q: 3 clusters Score -5638786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -5638793.500000 Penalty: 5262.985352
	Iteration 107Q: 3 clusters Score -5638794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -5638811.000000 Penalty: 5262.985352
	Iteration 108Q: 3 clusters Score -5638811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -5638802.000000 Penalty: 5262.985352
	Iteration 109Q: 3 clusters Score -5638802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -5638812.000000 Penalty: 5262.985352
	Iteration 110Q: 3 clusters Score -5638812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -5638809.500000 Penalty: 5262.985352
	Iteration 111Q: 3 clusters Score -5638810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -5638813.500000 Penalty: 5262.985352
	Iteration 112Q: 3 clusters Score -5638814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -5638821.500000 Penalty: 5262.985352
	Iteration 113Q: 3 clusters Score -5638822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -5638827.500000 Penalty: 5262.985352
	Iteration 114Q: 3 clusters Score -5638828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -5638830.000000 Penalty: 5262.985352
	Iteration 115Q: 3 clusters Score -5638830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -5638832.500000 Penalty: 5262.985352
	Iteration 116Q: 3 clusters Score -5638832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -5638836.000000 Penalty: 5262.985352
	Iteration 117Q: 3 clusters Score -5638836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -5638844.500000 Penalty: 5262.985352
	Iteration 118Q: 3 clusters Score -5638844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -5638837.000000 Penalty: 5262.985352
	Iteration 119Q: 3 clusters Score -5638837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -5638835.000000 Penalty: 5262.985352
	Iteration 120F: 3 clusters Score -5638835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -5638836.500000 Penalty: 5262.985352
	Iteration 121Q: 3 clusters Score -5638836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -5638843.000000 Penalty: 5262.985352
	Iteration 122Q: 3 clusters Score -5638843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -5638844.000000 Penalty: 5262.985352
	Iteration 123Q: 3 clusters Score -5638844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -5638844.500000 Penalty: 5262.985352
	Iteration 124Q: 3 clusters Score -5638844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -5638840.500000 Penalty: 5262.985352
	Iteration 125Q: 3 clusters Score -5638840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -5638839.500000 Penalty: 5262.985352
	Iteration 126Q: 3 clusters Score -5638840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -5638834.000000 Penalty: 5262.985352
	Iteration 127Q: 3 clusters Score -5638834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -5638832.000000 Penalty: 5262.985352
	Iteration 128Q: 3 clusters Score -5638832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -5638830.000000 Penalty: 5262.985352
	Iteration 129Q: 3 clusters Score -5638830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -5638831.500000 Penalty: 5262.985352
	Iteration 130Q: 3 clusters Score -5638832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -5638839.000000 Penalty: 5262.985352
	Iteration 131Q: 3 clusters Score -5638839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -5638837.500000 Penalty: 5262.985352
	Iteration 132Q: 3 clusters Score -5638838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -5638831.500000 Penalty: 5262.985352
	Iteration 133Q: 3 clusters Score -5638832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -5638838.000000 Penalty: 5262.985352
	Iteration 134Q: 3 clusters Score -5638838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -5638836.000000 Penalty: 5262.985352
	Iteration 135Q: 3 clusters Score -5638836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -5638836.500000 Penalty: 5262.985352
	Iteration 136Q: 3 clusters Score -5638836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -5638836.500000 Penalty: 5262.985352
	Iteration 137F: 3 clusters Score -5638836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Entering Unmasked Estep 
Score: -5444013.000000 Penalty: 2629.941406
	Iteration 0F: 2 clusters Score -5444013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -5416857.500000 Penalty: 5259.882812
	Iteration 0F: 3 clusters Score -5416858 nChanged 18407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -5426773.000000 Penalty: 5259.882812
	Iteration 1F: 3 clusters Score -5426773 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -5427228.000000 Penalty: 5259.882812
	Iteration 2Q: 3 clusters Score -5427228 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -5427682.000000 Penalty: 5259.882812
	Iteration 3Q: 3 clusters Score -5427682 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -5428244.500000 Penalty: 5259.882812
	Iteration 4Q: 3 clusters Score -5428244 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -5428927.000000 Penalty: 5259.882812
	Iteration 5Q: 3 clusters Score -5428927 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -5429958.000000 Penalty: 5259.882812
	Iteration 6Q: 3 clusters Score -5429958 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -5431524.000000 Penalty: 5259.882812
	Iteration 7F: 3 clusters Score -5431524 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -5433744.500000 Penalty: 5259.882812
	Iteration 8F: 3 clusters Score -5433744 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -5436389.500000 Penalty: 5259.882812
	Iteration 9F: 3 clusters Score -5436390 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -5438944.500000 Penalty: 5259.882812
	Iteration 10F: 3 clusters Score -5438944 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5440622.500000 Penalty: 5259.882812
	Iteration 11Q: 3 clusters Score -5440622 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5441277.000000 Penalty: 5259.882812
	Iteration 12Q: 3 clusters Score -5441277 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5441490.000000 Penalty: 5259.882812
	Iteration 13Q: 3 clusters Score -5441490 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5441587.000000 Penalty: 5259.882812
	Iteration 14Q: 3 clusters Score -5441587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5441628.500000 Penalty: 5259.882812
	Iteration 15Q: 3 clusters Score -5441628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5441645.000000 Penalty: 5259.882812
	Iteration 16Q: 3 clusters Score -5441645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5441659.500000 Penalty: 5259.882812
	Iteration 17Q: 3 clusters Score -5441660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5441673.500000 Penalty: 5259.882812
	Iteration 18Q: 3 clusters Score -5441674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5441686.500000 Penalty: 5259.882812
	Iteration 19Q: 3 clusters Score -5441686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5441691.000000 Penalty: 5259.882812
	Iteration 20F: 3 clusters Score -5441691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176336 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173796 members 
Mstep: Class 5 contains 13896 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6680 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164304 members 
Mstep: Class 11 contains 36168 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182258 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40573 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086336.000000 Penalty: 50824.945312
Iteration 359Q: 16 clusters Score -1.160863e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176337 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173795 members 
Mstep: Class 5 contains 13896 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6680 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164304 members 
Mstep: Class 11 contains 36168 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182258 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40573 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086328.000000 Penalty: 50824.945312
Iteration 360F: 16 clusters Score -1.160863e+08 nChanged 0
Entering ConstructFrom: 
Score: -116086328.000000 Penalty: 50824.945312
Entering ConstructFrom: 
Trying to split cluster 1 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
Score: -120473.929688 Penalty: 1698.568481
	Iteration 0F: 2 clusters Score -120473.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -118529.437500 Penalty: 3397.136963
	Iteration 0F: 3 clusters Score -118529.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -118800.867188 Penalty: 3397.136963
	Iteration 1F: 3 clusters Score -118800.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -118905.632812 Penalty: 3397.136963
	Iteration 2F: 3 clusters Score -118905.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -118948.406250 Penalty: 3397.136963
	Iteration 3Q: 3 clusters Score -118948.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -118973.734375 Penalty: 3397.136963
	Iteration 4Q: 3 clusters Score -118973.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -118979.710938 Penalty: 3397.136963
	Iteration 5Q: 3 clusters Score -118979.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -118981.835938 Penalty: 3397.136963
	Iteration 6Q: 3 clusters Score -118981.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -118986.429688 Penalty: 3397.136963
	Iteration 7Q: 3 clusters Score -118986.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -118996.812500 Penalty: 3397.136963
	Iteration 8Q: 3 clusters Score -118996.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -119005.750000 Penalty: 3397.136963
	Iteration 9Q: 3 clusters Score -119005.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -119015.453125 Penalty: 3397.136963
	Iteration 10Q: 3 clusters Score -119015.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -119018.335938 Penalty: 3397.136963
	Iteration 11Q: 3 clusters Score -119018.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -119018.335938 Penalty: 3397.136963
	Iteration 12F: 3 clusters Score -119018.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (176337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176337 members 
Entering Unmasked Estep 
Score: -24217500.000000 Penalty: 2995.877930
	Iteration 0F: 2 clusters Score -2.42175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88054 members 
Mstep: Class 2 contains 88283 members 
Entering Unmasked Estep 
Score: -24102134.000000 Penalty: 5991.755859
	Iteration 0F: 3 clusters Score -2.410213e+07 nChanged 84410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86092 members 
Mstep: Class 2 contains 90245 members 
Entering Unmasked Estep 
Score: -24151478.000000 Penalty: 5991.755859
	Iteration 1F: 3 clusters Score -2.415148e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84579 members 
Mstep: Class 2 contains 91758 members 
Entering Unmasked Estep 
Score: -24152658.000000 Penalty: 5991.755859
	Iteration 2Q: 3 clusters Score -2.415266e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82172 members 
Mstep: Class 2 contains 94165 members 
Entering Unmasked Estep 
Score: -24154372.000000 Penalty: 5991.755859
	Iteration 3Q: 3 clusters Score -2.415437e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78475 members 
Mstep: Class 2 contains 97862 members 
Entering Unmasked Estep 
Score: -24156990.000000 Penalty: 5991.755859
	Iteration 4Q: 3 clusters Score -2.415699e+07 nChanged 8769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72890 members 
Mstep: Class 2 contains 103447 members 
Entering Unmasked Estep 
Score: -24161378.000000 Penalty: 5991.755859
	Iteration 5Q: 3 clusters Score -2.416138e+07 nChanged 11085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65161 members 
Mstep: Class 2 contains 111176 members 
Entering Unmasked Estep 
Score: -24168138.000000 Penalty: 5991.755859
	Iteration 6F: 3 clusters Score -2.416814e+07 nChanged 12794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 120618 members 
Entering Unmasked Estep 
Score: -24178374.000000 Penalty: 5991.755859
	Iteration 7F: 3 clusters Score -2.417837e+07 nChanged 12947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 130199 members 
Entering Unmasked Estep 
Score: -24190062.000000 Penalty: 5991.755859
	Iteration 8F: 3 clusters Score -2.419006e+07 nChanged 10684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 137263 members 
Entering Unmasked Estep 
Score: -24199470.000000 Penalty: 5991.755859
	Iteration 9F: 3 clusters Score -2.419947e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 141628 members 
Entering Unmasked Estep 
Score: -24204144.000000 Penalty: 5991.755859
	Iteration 10Q: 3 clusters Score -2.420414e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 144903 members 
Entering Unmasked Estep 
Score: -24206340.000000 Penalty: 5991.755859
	Iteration 11Q: 3 clusters Score -2.420634e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 147904 members 
Entering Unmasked Estep 
Score: -24207654.000000 Penalty: 5991.755859
	Iteration 12Q: 3 clusters Score -2.420765e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 150784 members 
Entering Unmasked Estep 
Score: -24208610.000000 Penalty: 5991.755859
	Iteration 13Q: 3 clusters Score -2.420861e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 153582 members 
Entering Unmasked Estep 
Score: -24209648.000000 Penalty: 5991.755859
	Iteration 14Q: 3 clusters Score -2.420965e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 156194 members 
Entering Unmasked Estep 
Score: -24210442.000000 Penalty: 5991.755859
	Iteration 15Q: 3 clusters Score -2.421044e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 158656 members 
Entering Unmasked Estep 
Score: -24211260.000000 Penalty: 5991.755859
	Iteration 16Q: 3 clusters Score -2.421126e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 160964 members 
Entering Unmasked Estep 
Score: -24212136.000000 Penalty: 5991.755859
	Iteration 17Q: 3 clusters Score -2.421214e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 163093 members 
Entering Unmasked Estep 
Score: -24212794.000000 Penalty: 5991.755859
	Iteration 18Q: 3 clusters Score -2.421279e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 164989 members 
Entering Unmasked Estep 
Score: -24213554.000000 Penalty: 5991.755859
	Iteration 19Q: 3 clusters Score -2.421355e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 166635 members 
Entering Unmasked Estep 
Score: -24214096.000000 Penalty: 5991.755859
	Iteration 20F: 3 clusters Score -2.42141e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 168068 members 
Entering Unmasked Estep 
Score: -24214434.000000 Penalty: 5991.755859
	Iteration 21Q: 3 clusters Score -2.421443e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 169319 members 
Entering Unmasked Estep 
Score: -24214862.000000 Penalty: 5991.755859
	Iteration 22Q: 3 clusters Score -2.421486e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 170317 members 
Entering Unmasked Estep 
Score: -24215024.000000 Penalty: 5991.755859
	Iteration 23Q: 3 clusters Score -2.421502e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 171122 members 
Entering Unmasked Estep 
Score: -24215132.000000 Penalty: 5991.755859
	Iteration 24Q: 3 clusters Score -2.421513e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 171798 members 
Entering Unmasked Estep 
Score: -24215278.000000 Penalty: 5991.755859
	Iteration 25Q: 3 clusters Score -2.421528e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 172340 members 
Entering Unmasked Estep 
Score: -24215314.000000 Penalty: 5991.755859
	Iteration 26Q: 3 clusters Score -2.421531e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 172779 members 
Entering Unmasked Estep 
Score: -24215452.000000 Penalty: 5991.755859
	Iteration 27Q: 3 clusters Score -2.421545e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 173120 members 
Entering Unmasked Estep 
Score: -24215480.000000 Penalty: 5991.755859
	Iteration 28Q: 3 clusters Score -2.421548e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 173409 members 
Entering Unmasked Estep 
Score: -24215514.000000 Penalty: 5991.755859
	Iteration 29Q: 3 clusters Score -2.421551e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 173642 members 
Entering Unmasked Estep 
Score: -24215498.000000 Penalty: 5991.755859
	Iteration 30Q: 3 clusters Score -2.42155e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 173846 members 
Entering Unmasked Estep 
Score: -24215566.000000 Penalty: 5991.755859
	Iteration 31Q: 3 clusters Score -2.421557e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 174020 members 
Entering Unmasked Estep 
Score: -24215602.000000 Penalty: 5991.755859
	Iteration 32Q: 3 clusters Score -2.42156e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 174151 members 
Entering Unmasked Estep 
Score: -24215600.000000 Penalty: 5991.755859
	Iteration 33Q: 3 clusters Score -2.42156e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 174257 members 
Entering Unmasked Estep 
Score: -24215602.000000 Penalty: 5991.755859
	Iteration 34Q: 3 clusters Score -2.42156e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 174330 members 
Entering Unmasked Estep 
Score: -24215652.000000 Penalty: 5991.755859
	Iteration 35Q: 3 clusters Score -2.421565e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 174394 members 
Entering Unmasked Estep 
Score: -24215630.000000 Penalty: 5991.755859
	Iteration 36Q: 3 clusters Score -2.421563e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 174446 members 
Entering Unmasked Estep 
Score: -24215614.000000 Penalty: 5991.755859
	Iteration 37Q: 3 clusters Score -2.421561e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 174484 members 
Entering Unmasked Estep 
Score: -24215588.000000 Penalty: 5991.755859
	Iteration 38Q: 3 clusters Score -2.421559e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 174519 members 
Entering Unmasked Estep 
Score: -24215616.000000 Penalty: 5991.755859
	Iteration 39Q: 3 clusters Score -2.421562e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 174542 members 
Entering Unmasked Estep 
Score: -24215632.000000 Penalty: 5991.755859
	Iteration 40F: 3 clusters Score -2.421563e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 174564 members 
Entering Unmasked Estep 
Score: -24215640.000000 Penalty: 5991.755859
	Iteration 41Q: 3 clusters Score -2.421564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 174574 members 
Entering Unmasked Estep 
Score: -24215626.000000 Penalty: 5991.755859
	Iteration 42Q: 3 clusters Score -2.421563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 174584 members 
Entering Unmasked Estep 
Score: -24215638.000000 Penalty: 5991.755859
	Iteration 43Q: 3 clusters Score -2.421564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 174593 members 
Entering Unmasked Estep 
Score: -24215638.000000 Penalty: 5991.755859
	Iteration 44Q: 3 clusters Score -2.421564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 174598 members 
Entering Unmasked Estep 
Score: -24215628.000000 Penalty: 5991.755859
	Iteration 45Q: 3 clusters Score -2.421563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 174600 members 
Entering Unmasked Estep 
Score: -24215646.000000 Penalty: 5991.755859
	Iteration 46Q: 3 clusters Score -2.421565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 174608 members 
Entering Unmasked Estep 
Score: -24215666.000000 Penalty: 5991.755859
	Iteration 47Q: 3 clusters Score -2.421567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 174612 members 
Entering Unmasked Estep 
Score: -24215658.000000 Penalty: 5991.755859
	Iteration 48Q: 3 clusters Score -2.421566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 174618 members 
Entering Unmasked Estep 
Score: -24215632.000000 Penalty: 5991.755859
	Iteration 49Q: 3 clusters Score -2.421563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 174620 members 
Entering Unmasked Estep 
Score: -24215634.000000 Penalty: 5991.755859
	Iteration 50Q: 3 clusters Score -2.421563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 174621 members 
Entering Unmasked Estep 
Score: -24215642.000000 Penalty: 5991.755859
	Iteration 51Q: 3 clusters Score -2.421564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 174622 members 
Entering Unmasked Estep 
Score: -24215644.000000 Penalty: 5991.755859
	Iteration 52Q: 3 clusters Score -2.421564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 174623 members 
Entering Unmasked Estep 
Score: -24215654.000000 Penalty: 5991.755859
	Iteration 53Q: 3 clusters Score -2.421565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 174625 members 
Entering Unmasked Estep 
Score: -24215648.000000 Penalty: 5991.755859
	Iteration 54Q: 3 clusters Score -2.421565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 174625 members 
Entering Unmasked Estep 
Score: -24215648.000000 Penalty: 5991.755859
	Iteration 55F: 3 clusters Score -2.421565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Entering Unmasked Estep 
Score: -1171172.000000 Penalty: 2253.838623
	Iteration 0F: 2 clusters Score -1171172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1164155.750000 Penalty: 4507.677246
	Iteration 0F: 3 clusters Score -1164156 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1166080.250000 Penalty: 4507.677246
	Iteration 1F: 3 clusters Score -1166080 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1166480.500000 Penalty: 4507.677246
	Iteration 2F: 3 clusters Score -1166480 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1166933.875000 Penalty: 4507.677246
	Iteration 3F: 3 clusters Score -1166934 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1167533.375000 Penalty: 4507.677246
	Iteration 4F: 3 clusters Score -1167533 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1168151.875000 Penalty: 4507.677246
	Iteration 5F: 3 clusters Score -1168152 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1168741.500000 Penalty: 4507.677246
	Iteration 6F: 3 clusters Score -1168742 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1169252.000000 Penalty: 4507.677246
	Iteration 7F: 3 clusters Score -1169252 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1169629.125000 Penalty: 4507.677246
	Iteration 8F: 3 clusters Score -1169629 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1169894.875000 Penalty: 4507.677246
	Iteration 9Q: 3 clusters Score -1169895 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1170026.500000 Penalty: 4507.677246
	Iteration 10Q: 3 clusters Score -1170026 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1170086.000000 Penalty: 4507.677246
	Iteration 11Q: 3 clusters Score -1170086 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1170113.375000 Penalty: 4507.677246
	Iteration 12Q: 3 clusters Score -1170113 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1170126.250000 Penalty: 4507.677246
	Iteration 13Q: 3 clusters Score -1170126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1170134.000000 Penalty: 4507.677246
	Iteration 14Q: 3 clusters Score -1170134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1170138.000000 Penalty: 4507.677246
	Iteration 15Q: 3 clusters Score -1170138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1170139.000000 Penalty: 4507.677246
	Iteration 16Q: 3 clusters Score -1170139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1170143.500000 Penalty: 4507.677246
	Iteration 17Q: 3 clusters Score -1170144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1170143.000000 Penalty: 4507.677246
	Iteration 18Q: 3 clusters Score -1170143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1170141.750000 Penalty: 4507.677246
	Iteration 19Q: 3 clusters Score -1170142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1170144.000000 Penalty: 4507.677246
	Iteration 20F: 3 clusters Score -1170144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1170143.375000 Penalty: 4507.677246
	Iteration 21Q: 3 clusters Score -1170143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1170144.625000 Penalty: 4507.677246
	Iteration 22Q: 3 clusters Score -1170145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1170145.000000 Penalty: 4507.677246
	Iteration 23Q: 3 clusters Score -1170145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1170145.125000 Penalty: 4507.677246
	Iteration 24Q: 3 clusters Score -1170145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1170144.625000 Penalty: 4507.677246
	Iteration 25Q: 3 clusters Score -1170145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1170144.625000 Penalty: 4507.677246
	Iteration 26F: 3 clusters Score -1170145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (173795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173795 members 
Entering Unmasked Estep 
Score: -23930796.000000 Penalty: 2992.276611
	Iteration 0F: 2 clusters Score -2.39308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86451 members 
Mstep: Class 2 contains 87344 members 
Entering Unmasked Estep 
Score: -23817658.000000 Penalty: 5984.553223
	Iteration 0F: 3 clusters Score -2.381766e+07 nChanged 83387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80230 members 
Mstep: Class 2 contains 93565 members 
Entering Unmasked Estep 
Score: -23866724.000000 Penalty: 5984.553223
	Iteration 1F: 3 clusters Score -2.386672e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76310 members 
Mstep: Class 2 contains 97485 members 
Entering Unmasked Estep 
Score: -23868480.000000 Penalty: 5984.553223
	Iteration 2Q: 3 clusters Score -2.386848e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 103497 members 
Entering Unmasked Estep 
Score: -23871346.000000 Penalty: 5984.553223
	Iteration 3Q: 3 clusters Score -2.387135e+07 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61426 members 
Mstep: Class 2 contains 112369 members 
Entering Unmasked Estep 
Score: -23876828.000000 Penalty: 5984.553223
	Iteration 4F: 3 clusters Score -2.387683e+07 nChanged 12256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 124489 members 
Entering Unmasked Estep 
Score: -23885974.000000 Penalty: 5984.553223
	Iteration 5F: 3 clusters Score -2.388597e+07 nChanged 14656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 139115 members 
Entering Unmasked Estep 
Score: -23898998.000000 Penalty: 5984.553223
	Iteration 6F: 3 clusters Score -2.3899e+07 nChanged 14289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 153394 members 
Entering Unmasked Estep 
Score: -23911798.000000 Penalty: 5984.553223
	Iteration 7F: 3 clusters Score -2.39118e+07 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 163477 members 
Entering Unmasked Estep 
Score: -23920060.000000 Penalty: 5984.553223
	Iteration 8F: 3 clusters Score -2.392006e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 168958 members 
Entering Unmasked Estep 
Score: -23924462.000000 Penalty: 5984.553223
	Iteration 9Q: 3 clusters Score -2.392446e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 171450 members 
Entering Unmasked Estep 
Score: -23926474.000000 Penalty: 5984.553223
	Iteration 10Q: 3 clusters Score -2.392647e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 172478 members 
Entering Unmasked Estep 
Score: -23927174.000000 Penalty: 5984.553223
	Iteration 11Q: 3 clusters Score -2.392717e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 172934 members 
Entering Unmasked Estep 
Score: -23927578.000000 Penalty: 5984.553223
	Iteration 12Q: 3 clusters Score -2.392758e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 173138 members 
Entering Unmasked Estep 
Score: -23927774.000000 Penalty: 5984.553223
	Iteration 13Q: 3 clusters Score -2.392777e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 173230 members 
Entering Unmasked Estep 
Score: -23927892.000000 Penalty: 5984.553223
	Iteration 14Q: 3 clusters Score -2.392789e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 173287 members 
Entering Unmasked Estep 
Score: -23927942.000000 Penalty: 5984.553223
	Iteration 15Q: 3 clusters Score -2.392794e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 173320 members 
Entering Unmasked Estep 
Score: -23927954.000000 Penalty: 5984.553223
	Iteration 16Q: 3 clusters Score -2.392795e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 173335 members 
Entering Unmasked Estep 
Score: -23927984.000000 Penalty: 5984.553223
	Iteration 17Q: 3 clusters Score -2.392798e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 173347 members 
Entering Unmasked Estep 
Score: -23927982.000000 Penalty: 5984.553223
	Iteration 18Q: 3 clusters Score -2.392798e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 173361 members 
Entering Unmasked Estep 
Score: -23928030.000000 Penalty: 5984.553223
	Iteration 19Q: 3 clusters Score -2.392803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 173372 members 
Entering Unmasked Estep 
Score: -23928034.000000 Penalty: 5984.553223
	Iteration 20F: 3 clusters Score -2.392803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 173377 members 
Entering Unmasked Estep 
Score: -23928038.000000 Penalty: 5984.553223
	Iteration 21Q: 3 clusters Score -2.392804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 173383 members 
Entering Unmasked Estep 
Score: -23928024.000000 Penalty: 5984.553223
	Iteration 22Q: 3 clusters Score -2.392802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 173385 members 
Entering Unmasked Estep 
Score: -23928026.000000 Penalty: 5984.553223
	Iteration 23Q: 3 clusters Score -2.392803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 173387 members 
Entering Unmasked Estep 
Score: -23928048.000000 Penalty: 5984.553223
	Iteration 24Q: 3 clusters Score -2.392805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 173387 members 
Entering Unmasked Estep 
Score: -23928066.000000 Penalty: 5984.553223
	Iteration 25Q: 3 clusters Score -2.392807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 173390 members 
Entering Unmasked Estep 
Score: -23928070.000000 Penalty: 5984.553223
	Iteration 26Q: 3 clusters Score -2.392807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 173390 members 
Entering Unmasked Estep 
Score: -23928072.000000 Penalty: 5984.553223
	Iteration 27Q: 3 clusters Score -2.392807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 173390 members 
Entering Unmasked Estep 
Score: -23928072.000000 Penalty: 5984.553223
	Iteration 28F: 3 clusters Score -2.392807e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Entering Unmasked Estep 
Score: -1881776.500000 Penalty: 2365.760254
	Iteration 0F: 2 clusters Score -1881776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1871589.750000 Penalty: 4731.520508
	Iteration 0F: 3 clusters Score -1871590 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1874710.375000 Penalty: 4731.520508
	Iteration 1F: 3 clusters Score -1874710 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1875092.500000 Penalty: 4731.520508
	Iteration 2F: 3 clusters Score -1875092 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1875422.875000 Penalty: 4731.520508
	Iteration 3F: 3 clusters Score -1875423 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1875726.875000 Penalty: 4731.520508
	Iteration 4Q: 3 clusters Score -1875727 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1875970.000000 Penalty: 4731.520508
	Iteration 5Q: 3 clusters Score -1875970 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1876208.750000 Penalty: 4731.520508
	Iteration 6Q: 3 clusters Score -1876209 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1876444.375000 Penalty: 4731.520508
	Iteration 7Q: 3 clusters Score -1876444 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1876648.875000 Penalty: 4731.520508
	Iteration 8Q: 3 clusters Score -1876649 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1876824.000000 Penalty: 4731.520508
	Iteration 9Q: 3 clusters Score -1876824 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1876984.500000 Penalty: 4731.520508
	Iteration 10Q: 3 clusters Score -1876984 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1877136.500000 Penalty: 4731.520508
	Iteration 11Q: 3 clusters Score -1877136 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1877307.750000 Penalty: 4731.520508
	Iteration 12Q: 3 clusters Score -1877308 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1877495.375000 Penalty: 4731.520508
	Iteration 13Q: 3 clusters Score -1877495 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1877665.000000 Penalty: 4731.520508
	Iteration 14Q: 3 clusters Score -1877665 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1877830.125000 Penalty: 4731.520508
	Iteration 15Q: 3 clusters Score -1877830 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1877951.000000 Penalty: 4731.520508
	Iteration 16Q: 3 clusters Score -1877951 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1878046.750000 Penalty: 4731.520508
	Iteration 17Q: 3 clusters Score -1878047 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1878123.250000 Penalty: 4731.520508
	Iteration 18Q: 3 clusters Score -1878123 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1878196.875000 Penalty: 4731.520508
	Iteration 19Q: 3 clusters Score -1878197 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1878253.375000 Penalty: 4731.520508
	Iteration 20F: 3 clusters Score -1878253 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1878311.375000 Penalty: 4731.520508
	Iteration 21Q: 3 clusters Score -1878311 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1878359.375000 Penalty: 4731.520508
	Iteration 22Q: 3 clusters Score -1878359 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1878393.250000 Penalty: 4731.520508
	Iteration 23Q: 3 clusters Score -1878393 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1878415.750000 Penalty: 4731.520508
	Iteration 24Q: 3 clusters Score -1878416 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1878436.625000 Penalty: 4731.520508
	Iteration 25Q: 3 clusters Score -1878437 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1878459.125000 Penalty: 4731.520508
	Iteration 26Q: 3 clusters Score -1878459 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1878490.000000 Penalty: 4731.520508
	Iteration 27Q: 3 clusters Score -1878490 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1878511.500000 Penalty: 4731.520508
	Iteration 28Q: 3 clusters Score -1878512 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1878538.125000 Penalty: 4731.520508
	Iteration 29Q: 3 clusters Score -1878538 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1878571.375000 Penalty: 4731.520508
	Iteration 30Q: 3 clusters Score -1878571 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1878602.625000 Penalty: 4731.520508
	Iteration 31Q: 3 clusters Score -1878603 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1878638.250000 Penalty: 4731.520508
	Iteration 32Q: 3 clusters Score -1878638 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1878672.625000 Penalty: 4731.520508
	Iteration 33Q: 3 clusters Score -1878673 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1878710.375000 Penalty: 4731.520508
	Iteration 34Q: 3 clusters Score -1878710 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1878734.750000 Penalty: 4731.520508
	Iteration 35Q: 3 clusters Score -1878735 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1878771.875000 Penalty: 4731.520508
	Iteration 36Q: 3 clusters Score -1878772 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1878801.750000 Penalty: 4731.520508
	Iteration 37Q: 3 clusters Score -1878802 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1878834.000000 Penalty: 4731.520508
	Iteration 38Q: 3 clusters Score -1878834 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1878875.625000 Penalty: 4731.520508
	Iteration 39Q: 3 clusters Score -1878876 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1878920.875000 Penalty: 4731.520508
	Iteration 40F: 3 clusters Score -1878921 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1878963.375000 Penalty: 4731.520508
	Iteration 41Q: 3 clusters Score -1878963 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1879004.000000 Penalty: 4731.520508
	Iteration 42Q: 3 clusters Score -1879004 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1879046.625000 Penalty: 4731.520508
	Iteration 43Q: 3 clusters Score -1879047 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1879076.500000 Penalty: 4731.520508
	Iteration 44Q: 3 clusters Score -1879076 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1879113.875000 Penalty: 4731.520508
	Iteration 45Q: 3 clusters Score -1879114 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1879150.625000 Penalty: 4731.520508
	Iteration 46Q: 3 clusters Score -1879151 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1879190.625000 Penalty: 4731.520508
	Iteration 47Q: 3 clusters Score -1879191 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1879224.875000 Penalty: 4731.520508
	Iteration 48Q: 3 clusters Score -1879225 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1879258.625000 Penalty: 4731.520508
	Iteration 49Q: 3 clusters Score -1879259 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1879286.500000 Penalty: 4731.520508
	Iteration 50Q: 3 clusters Score -1879286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1879309.875000 Penalty: 4731.520508
	Iteration 51Q: 3 clusters Score -1879310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1879332.875000 Penalty: 4731.520508
	Iteration 52Q: 3 clusters Score -1879333 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1879351.875000 Penalty: 4731.520508
	Iteration 53Q: 3 clusters Score -1879352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1879367.500000 Penalty: 4731.520508
	Iteration 54Q: 3 clusters Score -1879368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1879381.375000 Penalty: 4731.520508
	Iteration 55Q: 3 clusters Score -1879381 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1879394.625000 Penalty: 4731.520508
	Iteration 56Q: 3 clusters Score -1879395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1879408.750000 Penalty: 4731.520508
	Iteration 57Q: 3 clusters Score -1879409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1879425.250000 Penalty: 4731.520508
	Iteration 58Q: 3 clusters Score -1879425 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1879439.500000 Penalty: 4731.520508
	Iteration 59Q: 3 clusters Score -1879440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1879455.625000 Penalty: 4731.520508
	Iteration 60F: 3 clusters Score -1879456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1879463.875000 Penalty: 4731.520508
	Iteration 61Q: 3 clusters Score -1879464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1879476.875000 Penalty: 4731.520508
	Iteration 62Q: 3 clusters Score -1879477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1879486.125000 Penalty: 4731.520508
	Iteration 63Q: 3 clusters Score -1879486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1879500.000000 Penalty: 4731.520508
	Iteration 64Q: 3 clusters Score -1879500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1879506.500000 Penalty: 4731.520508
	Iteration 65Q: 3 clusters Score -1879506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1879512.375000 Penalty: 4731.520508
	Iteration 66Q: 3 clusters Score -1879512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1879523.125000 Penalty: 4731.520508
	Iteration 67Q: 3 clusters Score -1879523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1879524.750000 Penalty: 4731.520508
	Iteration 68Q: 3 clusters Score -1879525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1879531.250000 Penalty: 4731.520508
	Iteration 69Q: 3 clusters Score -1879531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1879541.125000 Penalty: 4731.520508
	Iteration 70Q: 3 clusters Score -1879541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1879549.500000 Penalty: 4731.520508
	Iteration 71Q: 3 clusters Score -1879550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1879557.750000 Penalty: 4731.520508
	Iteration 72Q: 3 clusters Score -1879558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1879566.125000 Penalty: 4731.520508
	Iteration 73Q: 3 clusters Score -1879566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1879574.000000 Penalty: 4731.520508
	Iteration 74Q: 3 clusters Score -1879574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1879580.625000 Penalty: 4731.520508
	Iteration 75Q: 3 clusters Score -1879581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1879594.375000 Penalty: 4731.520508
	Iteration 76Q: 3 clusters Score -1879594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1879604.500000 Penalty: 4731.520508
	Iteration 77Q: 3 clusters Score -1879604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1879612.375000 Penalty: 4731.520508
	Iteration 78Q: 3 clusters Score -1879612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1879621.000000 Penalty: 4731.520508
	Iteration 79Q: 3 clusters Score -1879621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1879627.875000 Penalty: 4731.520508
	Iteration 80F: 3 clusters Score -1879628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1879632.875000 Penalty: 4731.520508
	Iteration 81Q: 3 clusters Score -1879633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1879639.625000 Penalty: 4731.520508
	Iteration 82Q: 3 clusters Score -1879640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1879643.875000 Penalty: 4731.520508
	Iteration 83Q: 3 clusters Score -1879644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1879650.750000 Penalty: 4731.520508
	Iteration 84Q: 3 clusters Score -1879651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1879651.875000 Penalty: 4731.520508
	Iteration 85Q: 3 clusters Score -1879652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1879657.750000 Penalty: 4731.520508
	Iteration 86Q: 3 clusters Score -1879658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1879660.875000 Penalty: 4731.520508
	Iteration 87Q: 3 clusters Score -1879661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1879661.125000 Penalty: 4731.520508
	Iteration 88Q: 3 clusters Score -1879661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1879660.375000 Penalty: 4731.520508
	Iteration 89Q: 3 clusters Score -1879660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1879661.125000 Penalty: 4731.520508
	Iteration 90Q: 3 clusters Score -1879661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1879662.625000 Penalty: 4731.520508
	Iteration 91Q: 3 clusters Score -1879663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1879665.875000 Penalty: 4731.520508
	Iteration 92Q: 3 clusters Score -1879666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1879663.125000 Penalty: 4731.520508
	Iteration 93Q: 3 clusters Score -1879663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1879667.875000 Penalty: 4731.520508
	Iteration 94Q: 3 clusters Score -1879668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1879671.500000 Penalty: 4731.520508
	Iteration 95Q: 3 clusters Score -1879672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1879672.250000 Penalty: 4731.520508
	Iteration 96Q: 3 clusters Score -1879672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1879672.750000 Penalty: 4731.520508
	Iteration 97Q: 3 clusters Score -1879673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1879672.750000 Penalty: 4731.520508
	Iteration 98Q: 3 clusters Score -1879673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1879672.750000 Penalty: 4731.520508
	Iteration 99F: 3 clusters Score -1879673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -154075.859375 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -154075.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -151978.125000 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -151978.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -152294.140625 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -152294.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -152379.718750 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -152379.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -152425.671875 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -152425.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -152448.515625 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -152448.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -152465.031250 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -152465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -152473.015625 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -152473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -152481.875000 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -152481.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -152489.609375 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -152489.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -152494.921875 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -152494.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -152499.609375 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -152499.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -152502.062500 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -152502.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -152504.468750 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -152504.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -152506.875000 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -152506.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -152506.875000 Penalty: 3508.341797
	Iteration 14F: 3 clusters Score -152506.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Entering Unmasked Estep 
Score: -872326.625000 Penalty: 2184.104492
	Iteration 0F: 2 clusters Score -872326.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -866712.312500 Penalty: 4368.208984
	Iteration 0F: 3 clusters Score -866712.3 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -868201.937500 Penalty: 4368.208984
	Iteration 1F: 3 clusters Score -868201.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -868459.812500 Penalty: 4368.208984
	Iteration 2F: 3 clusters Score -868459.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -868648.500000 Penalty: 4368.208984
	Iteration 3F: 3 clusters Score -868648.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -868796.937500 Penalty: 4368.208984
	Iteration 4Q: 3 clusters Score -868796.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -868906.750000 Penalty: 4368.208984
	Iteration 5Q: 3 clusters Score -868906.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -868990.250000 Penalty: 4368.208984
	Iteration 6Q: 3 clusters Score -868990.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -869065.937500 Penalty: 4368.208984
	Iteration 7Q: 3 clusters Score -869065.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -869142.625000 Penalty: 4368.208984
	Iteration 8Q: 3 clusters Score -869142.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -869215.812500 Penalty: 4368.208984
	Iteration 9Q: 3 clusters Score -869215.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -869274.875000 Penalty: 4368.208984
	Iteration 10Q: 3 clusters Score -869274.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -869326.312500 Penalty: 4368.208984
	Iteration 11Q: 3 clusters Score -869326.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -869360.937500 Penalty: 4368.208984
	Iteration 12Q: 3 clusters Score -869360.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -869403.937500 Penalty: 4368.208984
	Iteration 13Q: 3 clusters Score -869403.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -869456.437500 Penalty: 4368.208984
	Iteration 14Q: 3 clusters Score -869456.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -869510.500000 Penalty: 4368.208984
	Iteration 15Q: 3 clusters Score -869510.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -869562.812500 Penalty: 4368.208984
	Iteration 16Q: 3 clusters Score -869562.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -869610.000000 Penalty: 4368.208984
	Iteration 17Q: 3 clusters Score -869610 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -869651.250000 Penalty: 4368.208984
	Iteration 18Q: 3 clusters Score -869651.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -869703.937500 Penalty: 4368.208984
	Iteration 19Q: 3 clusters Score -869703.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -869753.125000 Penalty: 4368.208984
	Iteration 20F: 3 clusters Score -869753.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -869806.625000 Penalty: 4368.208984
	Iteration 21Q: 3 clusters Score -869806.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -869858.812500 Penalty: 4368.208984
	Iteration 22Q: 3 clusters Score -869858.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -869921.000000 Penalty: 4368.208984
	Iteration 23Q: 3 clusters Score -869921 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -869976.375000 Penalty: 4368.208984
	Iteration 24Q: 3 clusters Score -869976.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -870020.250000 Penalty: 4368.208984
	Iteration 25Q: 3 clusters Score -870020.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -870057.625000 Penalty: 4368.208984
	Iteration 26Q: 3 clusters Score -870057.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -870087.187500 Penalty: 4368.208984
	Iteration 27Q: 3 clusters Score -870087.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -870112.125000 Penalty: 4368.208984
	Iteration 28Q: 3 clusters Score -870112.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -870135.937500 Penalty: 4368.208984
	Iteration 29Q: 3 clusters Score -870135.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -870167.187500 Penalty: 4368.208984
	Iteration 30Q: 3 clusters Score -870167.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -870188.687500 Penalty: 4368.208984
	Iteration 31Q: 3 clusters Score -870188.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -870204.687500 Penalty: 4368.208984
	Iteration 32Q: 3 clusters Score -870204.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -870219.437500 Penalty: 4368.208984
	Iteration 33Q: 3 clusters Score -870219.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -870224.000000 Penalty: 4368.208984
	Iteration 34Q: 3 clusters Score -870224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -870231.000000 Penalty: 4368.208984
	Iteration 35Q: 3 clusters Score -870231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -870236.375000 Penalty: 4368.208984
	Iteration 36Q: 3 clusters Score -870236.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -870239.062500 Penalty: 4368.208984
	Iteration 37Q: 3 clusters Score -870239.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -870242.187500 Penalty: 4368.208984
	Iteration 38Q: 3 clusters Score -870242.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -870248.062500 Penalty: 4368.208984
	Iteration 39Q: 3 clusters Score -870248.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -870249.312500 Penalty: 4368.208984
	Iteration 40F: 3 clusters Score -870249.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -870251.250000 Penalty: 4368.208984
	Iteration 41Q: 3 clusters Score -870251.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -870250.812500 Penalty: 4368.208984
	Iteration 42Q: 3 clusters Score -870250.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -870251.687500 Penalty: 4368.208984
	Iteration 43Q: 3 clusters Score -870251.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -870251.375000 Penalty: 4368.208984
	Iteration 44Q: 3 clusters Score -870251.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -870256.937500 Penalty: 4368.208984
	Iteration 45Q: 3 clusters Score -870256.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -870257.187500 Penalty: 4368.208984
	Iteration 46Q: 3 clusters Score -870257.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -870260.250000 Penalty: 4368.208984
	Iteration 47Q: 3 clusters Score -870260.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -870258.687500 Penalty: 4368.208984
	Iteration 48Q: 3 clusters Score -870258.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -870258.687500 Penalty: 4368.208984
	Iteration 49F: 3 clusters Score -870258.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -58908.148438 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -58908.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57499.210938 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -57499.21 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -57930.054688 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -57930.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -58088.496094 Penalty: 3098.068848
	Iteration 2F: 3 clusters Score -58088.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -58108.898438 Penalty: 3098.068848
	Iteration 3Q: 3 clusters Score -58108.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -58137.527344 Penalty: 3098.068848
	Iteration 4Q: 3 clusters Score -58137.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -58153.492188 Penalty: 3098.068848
	Iteration 5Q: 3 clusters Score -58153.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -58167.378906 Penalty: 3098.068848
	Iteration 6Q: 3 clusters Score -58167.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -58184.175781 Penalty: 3098.068848
	Iteration 7Q: 3 clusters Score -58184.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -58195.144531 Penalty: 3098.068848
	Iteration 8Q: 3 clusters Score -58195.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -58202.628906 Penalty: 3098.068848
	Iteration 9Q: 3 clusters Score -58202.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -58210.226562 Penalty: 3098.068848
	Iteration 10Q: 3 clusters Score -58210.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58215.160156 Penalty: 3098.068848
	Iteration 11Q: 3 clusters Score -58215.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58220.687500 Penalty: 3098.068848
	Iteration 12Q: 3 clusters Score -58220.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -58226.472656 Penalty: 3098.068848
	Iteration 13Q: 3 clusters Score -58226.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -58228.738281 Penalty: 3098.068848
	Iteration 14Q: 3 clusters Score -58228.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58248.179688 Penalty: 3098.068848
	Iteration 15Q: 3 clusters Score -58248.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -58276.894531 Penalty: 3098.068848
	Iteration 16Q: 3 clusters Score -58276.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -58294.335938 Penalty: 3098.068848
	Iteration 17Q: 3 clusters Score -58294.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -58332.617188 Penalty: 3098.068848
	Iteration 18Q: 3 clusters Score -58332.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -58361.972656 Penalty: 3098.068848
	Iteration 19Q: 3 clusters Score -58361.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -58386.921875 Penalty: 3098.068848
	Iteration 20F: 3 clusters Score -58386.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58430.367188 Penalty: 3098.068848
	Iteration 21Q: 3 clusters Score -58430.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58480.500000 Penalty: 3098.068848
	Iteration 22Q: 3 clusters Score -58480.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58537.484375 Penalty: 3098.068848
	Iteration 23Q: 3 clusters Score -58537.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58626.371094 Penalty: 3098.068848
	Iteration 24Q: 3 clusters Score -58626.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -58868.992188 Penalty: 3098.068848
	Iteration 25F: 3 clusters Score -58868.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59126.156250 Penalty: 3098.068848
	Iteration 26F: 3 clusters Score -59126.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59484.371094 Penalty: 3098.068848
	Iteration 27Q: 3 clusters Score -59484.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59563.957031 Penalty: 3098.068848
	Iteration 28Q: 3 clusters Score -59563.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59639.371094 Penalty: 3098.068848
	Iteration 29Q: 3 clusters Score -59639.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59652.597656 Penalty: 3098.068848
	Iteration 30Q: 3 clusters Score -59652.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -59656.789062 Penalty: 3098.068848
	Iteration 31Q: 3 clusters Score -59656.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -59664.816406 Penalty: 3098.068848
	Iteration 32Q: 3 clusters Score -59664.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59667.027344 Penalty: 3098.068848
	Iteration 33Q: 3 clusters Score -59667.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59667.027344 Penalty: 3098.068848
	Iteration 34F: 3 clusters Score -59667.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176337 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173795 members 
Mstep: Class 5 contains 13896 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6680 members 
Mstep: Class 8 contains 202 members 
Mstep: Class 9 contains 164304 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 36168 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182258 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 16 contains 40573 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
Score: -116085304.000000 Penalty: 54213.273438
Splitting cluster 8 changes total score from -116086328.000000 to -116085304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (164304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164304 members 
Entering Unmasked Estep 
Score: -22624074.000000 Penalty: 2978.349609
	Iteration 0F: 2 clusters Score -2.262407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81844 members 
Mstep: Class 2 contains 82460 members 
Entering Unmasked Estep 
Score: -22516270.000000 Penalty: 5956.699219
	Iteration 0F: 3 clusters Score -2.251627e+07 nChanged 78665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76465 members 
Mstep: Class 2 contains 87839 members 
Entering Unmasked Estep 
Score: -22562462.000000 Penalty: 5956.699219
	Iteration 1F: 3 clusters Score -2.256246e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72780 members 
Mstep: Class 2 contains 91524 members 
Entering Unmasked Estep 
Score: -22564016.000000 Penalty: 5956.699219
	Iteration 2Q: 3 clusters Score -2.256402e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67194 members 
Mstep: Class 2 contains 97110 members 
Entering Unmasked Estep 
Score: -22566530.000000 Penalty: 5956.699219
	Iteration 3Q: 3 clusters Score -2.256653e+07 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59031 members 
Mstep: Class 2 contains 105273 members 
Entering Unmasked Estep 
Score: -22570988.000000 Penalty: 5956.699219
	Iteration 4F: 3 clusters Score -2.257099e+07 nChanged 11512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 116577 members 
Entering Unmasked Estep 
Score: -22578742.000000 Penalty: 5956.699219
	Iteration 5F: 3 clusters Score -2.257874e+07 nChanged 13969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 130490 members 
Entering Unmasked Estep 
Score: -22590452.000000 Penalty: 5956.699219
	Iteration 6F: 3 clusters Score -2.259045e+07 nChanged 14043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 144517 members 
Entering Unmasked Estep 
Score: -22604246.000000 Penalty: 5956.699219
	Iteration 7F: 3 clusters Score -2.260425e+07 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 155358 members 
Entering Unmasked Estep 
Score: -22614448.000000 Penalty: 5956.699219
	Iteration 8F: 3 clusters Score -2.261445e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 161001 members 
Entering Unmasked Estep 
Score: -22619374.000000 Penalty: 5956.699219
	Iteration 9Q: 3 clusters Score -2.261937e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 163089 members 
Entering Unmasked Estep 
Score: -22621072.000000 Penalty: 5956.699219
	Iteration 10Q: 3 clusters Score -2.262107e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 163712 members 
Entering Unmasked Estep 
Score: -22621634.000000 Penalty: 5956.699219
	Iteration 11Q: 3 clusters Score -2.262163e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 163903 members 
Entering Unmasked Estep 
Score: -22621934.000000 Penalty: 5956.699219
	Iteration 12Q: 3 clusters Score -2.262193e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 163955 members 
Entering Unmasked Estep 
Score: -22622120.000000 Penalty: 5956.699219
	Iteration 13Q: 3 clusters Score -2.262212e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 163975 members 
Entering Unmasked Estep 
Score: -22622144.000000 Penalty: 5956.699219
	Iteration 14Q: 3 clusters Score -2.262214e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 163988 members 
Entering Unmasked Estep 
Score: -22622186.000000 Penalty: 5956.699219
	Iteration 15Q: 3 clusters Score -2.262219e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 164002 members 
Entering Unmasked Estep 
Score: -22622226.000000 Penalty: 5956.699219
	Iteration 16Q: 3 clusters Score -2.262223e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 164007 members 
Entering Unmasked Estep 
Score: -22622236.000000 Penalty: 5956.699219
	Iteration 17Q: 3 clusters Score -2.262224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 164012 members 
Entering Unmasked Estep 
Score: -22622274.000000 Penalty: 5956.699219
	Iteration 18Q: 3 clusters Score -2.262227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 164016 members 
Entering Unmasked Estep 
Score: -22622268.000000 Penalty: 5956.699219
	Iteration 19Q: 3 clusters Score -2.262227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 164019 members 
Entering Unmasked Estep 
Score: -22622392.000000 Penalty: 5956.699219
	Iteration 20F: 3 clusters Score -2.262239e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 163973 members 
Entering Unmasked Estep 
Score: -22622618.000000 Penalty: 5956.699219
	Iteration 21Q: 3 clusters Score -2.262262e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 163935 members 
Entering Unmasked Estep 
Score: -22622784.000000 Penalty: 5956.699219
	Iteration 22Q: 3 clusters Score -2.262278e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 163895 members 
Entering Unmasked Estep 
Score: -22622848.000000 Penalty: 5956.699219
	Iteration 23Q: 3 clusters Score -2.262285e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 163869 members 
Entering Unmasked Estep 
Score: -22622900.000000 Penalty: 5956.699219
	Iteration 24Q: 3 clusters Score -2.26229e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 163851 members 
Entering Unmasked Estep 
Score: -22622908.000000 Penalty: 5956.699219
	Iteration 25Q: 3 clusters Score -2.262291e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 163832 members 
Entering Unmasked Estep 
Score: -22622920.000000 Penalty: 5956.699219
	Iteration 26Q: 3 clusters Score -2.262292e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 163826 members 
Entering Unmasked Estep 
Score: -22622946.000000 Penalty: 5956.699219
	Iteration 27Q: 3 clusters Score -2.262295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 163828 members 
Entering Unmasked Estep 
Score: -22622944.000000 Penalty: 5956.699219
	Iteration 28Q: 3 clusters Score -2.262294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 163829 members 
Entering Unmasked Estep 
Score: -22622938.000000 Penalty: 5956.699219
	Iteration 29Q: 3 clusters Score -2.262294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 163830 members 
Entering Unmasked Estep 
Score: -22622946.000000 Penalty: 5956.699219
	Iteration 30Q: 3 clusters Score -2.262295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 163829 members 
Entering Unmasked Estep 
Score: -22622944.000000 Penalty: 5956.699219
	Iteration 31Q: 3 clusters Score -2.262294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 163829 members 
Entering Unmasked Estep 
Score: -22623010.000000 Penalty: 5956.699219
	Iteration 32F: 3 clusters Score -2.262301e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 163796 members 
Entering Unmasked Estep 
Score: -22623074.000000 Penalty: 5956.699219
	Iteration 33Q: 3 clusters Score -2.262307e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 163765 members 
Entering Unmasked Estep 
Score: -22623088.000000 Penalty: 5956.699219
	Iteration 34Q: 3 clusters Score -2.262309e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 163748 members 
Entering Unmasked Estep 
Score: -22623090.000000 Penalty: 5956.699219
	Iteration 35Q: 3 clusters Score -2.262309e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 163733 members 
Entering Unmasked Estep 
Score: -22623100.000000 Penalty: 5956.699219
	Iteration 36Q: 3 clusters Score -2.26231e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 163722 members 
Entering Unmasked Estep 
Score: -22623100.000000 Penalty: 5956.699219
	Iteration 37Q: 3 clusters Score -2.26231e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 163714 members 
Entering Unmasked Estep 
Score: -22623106.000000 Penalty: 5956.699219
	Iteration 38Q: 3 clusters Score -2.262311e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 163709 members 
Entering Unmasked Estep 
Score: -22623108.000000 Penalty: 5956.699219
	Iteration 39Q: 3 clusters Score -2.262311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 163707 members 
Entering Unmasked Estep 
Score: -22623124.000000 Penalty: 5956.699219
	Iteration 40F: 3 clusters Score -2.262312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 163705 members 
Entering Unmasked Estep 
Score: -22623118.000000 Penalty: 5956.699219
	Iteration 41Q: 3 clusters Score -2.262312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 163703 members 
Entering Unmasked Estep 
Score: -22623126.000000 Penalty: 5956.699219
	Iteration 42Q: 3 clusters Score -2.262313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 163703 members 
Entering Unmasked Estep 
Score: -22623126.000000 Penalty: 5956.699219
	Iteration 43F: 3 clusters Score -2.262313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -5033296.000000 Penalty: 2602.990479
	Iteration 0F: 2 clusters Score -5033296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -5008570.500000 Penalty: 5205.980957
	Iteration 0F: 3 clusters Score -5008570 nChanged 16541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -5017635.500000 Penalty: 5205.980957
	Iteration 1F: 3 clusters Score -5017636 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -5018042.500000 Penalty: 5205.980957
	Iteration 2Q: 3 clusters Score -5018042 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -5018511.000000 Penalty: 5205.980957
	Iteration 3Q: 3 clusters Score -5018511 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -5018984.500000 Penalty: 5205.980957
	Iteration 4Q: 3 clusters Score -5018984 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -5019556.000000 Penalty: 5205.980957
	Iteration 5Q: 3 clusters Score -5019556 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -5020463.500000 Penalty: 5205.980957
	Iteration 6Q: 3 clusters Score -5020464 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -5021988.000000 Penalty: 5205.980957
	Iteration 7F: 3 clusters Score -5021988 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -5024130.500000 Penalty: 5205.980957
	Iteration 8F: 3 clusters Score -5024130 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -5026626.000000 Penalty: 5205.980957
	Iteration 9F: 3 clusters Score -5026626 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -5028840.500000 Penalty: 5205.980957
	Iteration 10F: 3 clusters Score -5028840 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -5030219.000000 Penalty: 5205.980957
	Iteration 11Q: 3 clusters Score -5030219 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -5030859.000000 Penalty: 5205.980957
	Iteration 12Q: 3 clusters Score -5030859 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -5031218.000000 Penalty: 5205.980957
	Iteration 13Q: 3 clusters Score -5031218 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -5031382.000000 Penalty: 5205.980957
	Iteration 14Q: 3 clusters Score -5031382 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -5031455.000000 Penalty: 5205.980957
	Iteration 15Q: 3 clusters Score -5031455 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -5031507.000000 Penalty: 5205.980957
	Iteration 16Q: 3 clusters Score -5031507 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -5031531.500000 Penalty: 5205.980957
	Iteration 17Q: 3 clusters Score -5031532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -5031556.000000 Penalty: 5205.980957
	Iteration 18Q: 3 clusters Score -5031556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -5031558.500000 Penalty: 5205.980957
	Iteration 19Q: 3 clusters Score -5031558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -5031567.000000 Penalty: 5205.980957
	Iteration 20F: 3 clusters Score -5031567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -5031571.000000 Penalty: 5205.980957
	Iteration 21Q: 3 clusters Score -5031571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -5031573.000000 Penalty: 5205.980957
	Iteration 22Q: 3 clusters Score -5031573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -5031577.000000 Penalty: 5205.980957
	Iteration 23Q: 3 clusters Score -5031577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -5031578.500000 Penalty: 5205.980957
	Iteration 24Q: 3 clusters Score -5031578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -5031579.000000 Penalty: 5205.980957
	Iteration 25Q: 3 clusters Score -5031579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -5031585.000000 Penalty: 5205.980957
	Iteration 26Q: 3 clusters Score -5031585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -5031591.500000 Penalty: 5205.980957
	Iteration 27Q: 3 clusters Score -5031592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -5031596.000000 Penalty: 5205.980957
	Iteration 28Q: 3 clusters Score -5031596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -5031600.000000 Penalty: 5205.980957
	Iteration 29Q: 3 clusters Score -5031600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -5031601.000000 Penalty: 5205.980957
	Iteration 30Q: 3 clusters Score -5031601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -5031607.500000 Penalty: 5205.980957
	Iteration 31Q: 3 clusters Score -5031608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -5031609.000000 Penalty: 5205.980957
	Iteration 32Q: 3 clusters Score -5031609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -5031603.500000 Penalty: 5205.980957
	Iteration 33Q: 3 clusters Score -5031604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -5031608.000000 Penalty: 5205.980957
	Iteration 34Q: 3 clusters Score -5031608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -5031608.000000 Penalty: 5205.980957
	Iteration 35Q: 3 clusters Score -5031608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -5031610.000000 Penalty: 5205.980957
	Iteration 36Q: 3 clusters Score -5031610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -5031610.000000 Penalty: 5205.980957
	Iteration 37F: 3 clusters Score -5031610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Entering Unmasked Estep 
Score: -1600293.125000 Penalty: 2324.369873
	Iteration 0F: 2 clusters Score -1600293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1591504.000000 Penalty: 4648.739746
	Iteration 0F: 3 clusters Score -1591504 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1594209.625000 Penalty: 4648.739746
	Iteration 1F: 3 clusters Score -1594210 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1594507.625000 Penalty: 4648.739746
	Iteration 2F: 3 clusters Score -1594508 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1594752.000000 Penalty: 4648.739746
	Iteration 3Q: 3 clusters Score -1594752 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1594965.875000 Penalty: 4648.739746
	Iteration 4Q: 3 clusters Score -1594966 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1595161.500000 Penalty: 4648.739746
	Iteration 5Q: 3 clusters Score -1595162 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1595329.750000 Penalty: 4648.739746
	Iteration 6Q: 3 clusters Score -1595330 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1595496.625000 Penalty: 4648.739746
	Iteration 7Q: 3 clusters Score -1595497 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1595656.125000 Penalty: 4648.739746
	Iteration 8Q: 3 clusters Score -1595656 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1595834.250000 Penalty: 4648.739746
	Iteration 9Q: 3 clusters Score -1595834 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1596025.375000 Penalty: 4648.739746
	Iteration 10Q: 3 clusters Score -1596025 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1596220.250000 Penalty: 4648.739746
	Iteration 11Q: 3 clusters Score -1596220 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1596413.625000 Penalty: 4648.739746
	Iteration 12Q: 3 clusters Score -1596414 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1596609.375000 Penalty: 4648.739746
	Iteration 13Q: 3 clusters Score -1596609 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1596803.125000 Penalty: 4648.739746
	Iteration 14Q: 3 clusters Score -1596803 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1596994.250000 Penalty: 4648.739746
	Iteration 15Q: 3 clusters Score -1596994 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1597179.250000 Penalty: 4648.739746
	Iteration 16Q: 3 clusters Score -1597179 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1597354.000000 Penalty: 4648.739746
	Iteration 17Q: 3 clusters Score -1597354 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1597508.125000 Penalty: 4648.739746
	Iteration 18Q: 3 clusters Score -1597508 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1597642.500000 Penalty: 4648.739746
	Iteration 19Q: 3 clusters Score -1597642 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1597782.125000 Penalty: 4648.739746
	Iteration 20F: 3 clusters Score -1597782 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1597889.250000 Penalty: 4648.739746
	Iteration 21Q: 3 clusters Score -1597889 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1597975.250000 Penalty: 4648.739746
	Iteration 22Q: 3 clusters Score -1597975 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1598039.500000 Penalty: 4648.739746
	Iteration 23Q: 3 clusters Score -1598040 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1598086.750000 Penalty: 4648.739746
	Iteration 24Q: 3 clusters Score -1598087 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1598135.875000 Penalty: 4648.739746
	Iteration 25Q: 3 clusters Score -1598136 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1598184.125000 Penalty: 4648.739746
	Iteration 26Q: 3 clusters Score -1598184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1598217.375000 Penalty: 4648.739746
	Iteration 27Q: 3 clusters Score -1598217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1598230.625000 Penalty: 4648.739746
	Iteration 28Q: 3 clusters Score -1598231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1598245.750000 Penalty: 4648.739746
	Iteration 29Q: 3 clusters Score -1598246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1598265.750000 Penalty: 4648.739746
	Iteration 30Q: 3 clusters Score -1598266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1598274.750000 Penalty: 4648.739746
	Iteration 31Q: 3 clusters Score -1598275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1598281.125000 Penalty: 4648.739746
	Iteration 32Q: 3 clusters Score -1598281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1598287.875000 Penalty: 4648.739746
	Iteration 33Q: 3 clusters Score -1598288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1598293.375000 Penalty: 4648.739746
	Iteration 34Q: 3 clusters Score -1598293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1598297.625000 Penalty: 4648.739746
	Iteration 35Q: 3 clusters Score -1598298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1598301.250000 Penalty: 4648.739746
	Iteration 36Q: 3 clusters Score -1598301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1598302.250000 Penalty: 4648.739746
	Iteration 37Q: 3 clusters Score -1598302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1598302.500000 Penalty: 4648.739746
	Iteration 38Q: 3 clusters Score -1598302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1598302.500000 Penalty: 4648.739746
	Iteration 39F: 3 clusters Score -1598302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (182258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182258 members 
Entering Unmasked Estep 
Score: -24973188.000000 Penalty: 3004.068115
	Iteration 0F: 2 clusters Score -2.497319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91177 members 
Mstep: Class 2 contains 91081 members 
Entering Unmasked Estep 
Score: -24857272.000000 Penalty: 6008.136230
	Iteration 0F: 3 clusters Score -2.485727e+07 nChanged 87623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91432 members 
Mstep: Class 2 contains 90826 members 
Entering Unmasked Estep 
Score: -24907770.000000 Penalty: 6008.136230
	Iteration 1F: 3 clusters Score -2.490777e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91446 members 
Mstep: Class 2 contains 90812 members 
Entering Unmasked Estep 
Score: -24908290.000000 Penalty: 6008.136230
	Iteration 2Q: 3 clusters Score -2.490829e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91488 members 
Mstep: Class 2 contains 90770 members 
Entering Unmasked Estep 
Score: -24908912.000000 Penalty: 6008.136230
	Iteration 3Q: 3 clusters Score -2.490891e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91580 members 
Mstep: Class 2 contains 90678 members 
Entering Unmasked Estep 
Score: -24909538.000000 Penalty: 6008.136230
	Iteration 4Q: 3 clusters Score -2.490954e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 90544 members 
Entering Unmasked Estep 
Score: -24910096.000000 Penalty: 6008.136230
	Iteration 5Q: 3 clusters Score -2.49101e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91861 members 
Mstep: Class 2 contains 90397 members 
Entering Unmasked Estep 
Score: -24910856.000000 Penalty: 6008.136230
	Iteration 6Q: 3 clusters Score -2.491086e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92160 members 
Mstep: Class 2 contains 90098 members 
Entering Unmasked Estep 
Score: -24911728.000000 Penalty: 6008.136230
	Iteration 7Q: 3 clusters Score -2.491173e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92659 members 
Mstep: Class 2 contains 89599 members 
Entering Unmasked Estep 
Score: -24912374.000000 Penalty: 6008.136230
	Iteration 8Q: 3 clusters Score -2.491237e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93442 members 
Mstep: Class 2 contains 88816 members 
Entering Unmasked Estep 
Score: -24913282.000000 Penalty: 6008.136230
	Iteration 9Q: 3 clusters Score -2.491328e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94621 members 
Mstep: Class 2 contains 87637 members 
Entering Unmasked Estep 
Score: -24914384.000000 Penalty: 6008.136230
	Iteration 10Q: 3 clusters Score -2.491438e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96499 members 
Mstep: Class 2 contains 85759 members 
Entering Unmasked Estep 
Score: -24915816.000000 Penalty: 6008.136230
	Iteration 11Q: 3 clusters Score -2.491582e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99285 members 
Mstep: Class 2 contains 82973 members 
Entering Unmasked Estep 
Score: -24917800.000000 Penalty: 6008.136230
	Iteration 12Q: 3 clusters Score -2.49178e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103217 members 
Mstep: Class 2 contains 79041 members 
Entering Unmasked Estep 
Score: -24920674.000000 Penalty: 6008.136230
	Iteration 13Q: 3 clusters Score -2.492067e+07 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108534 members 
Mstep: Class 2 contains 73724 members 
Entering Unmasked Estep 
Score: -24925046.000000 Penalty: 6008.136230
	Iteration 14Q: 3 clusters Score -2.492505e+07 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114766 members 
Mstep: Class 2 contains 67492 members 
Entering Unmasked Estep 
Score: -24931098.000000 Penalty: 6008.136230
	Iteration 15F: 3 clusters Score -2.49311e+07 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121060 members 
Mstep: Class 2 contains 61198 members 
Entering Unmasked Estep 
Score: -24938092.000000 Penalty: 6008.136230
	Iteration 16F: 3 clusters Score -2.493809e+07 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126564 members 
Mstep: Class 2 contains 55694 members 
Entering Unmasked Estep 
Score: -24944198.000000 Penalty: 6008.136230
	Iteration 17F: 3 clusters Score -2.49442e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130955 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -24948058.000000 Penalty: 6008.136230
	Iteration 18Q: 3 clusters Score -2.494806e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134700 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -24950134.000000 Penalty: 6008.136230
	Iteration 19Q: 3 clusters Score -2.495013e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138282 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -24951720.000000 Penalty: 6008.136230
	Iteration 20F: 3 clusters Score -2.495172e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141888 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -24953060.000000 Penalty: 6008.136230
	Iteration 21Q: 3 clusters Score -2.495306e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145418 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -24954558.000000 Penalty: 6008.136230
	Iteration 22Q: 3 clusters Score -2.495456e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149170 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -24956282.000000 Penalty: 6008.136230
	Iteration 23Q: 3 clusters Score -2.495628e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153293 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -24958046.000000 Penalty: 6008.136230
	Iteration 24Q: 3 clusters Score -2.495805e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157879 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -24960040.000000 Penalty: 6008.136230
	Iteration 25Q: 3 clusters Score -2.496004e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162641 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -24962030.000000 Penalty: 6008.136230
	Iteration 26Q: 3 clusters Score -2.496203e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167344 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -24964304.000000 Penalty: 6008.136230
	Iteration 27Q: 3 clusters Score -2.49643e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171733 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -24966172.000000 Penalty: 6008.136230
	Iteration 28Q: 3 clusters Score -2.496617e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175453 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -24967802.000000 Penalty: 6008.136230
	Iteration 29Q: 3 clusters Score -2.49678e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178340 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -24969008.000000 Penalty: 6008.136230
	Iteration 30Q: 3 clusters Score -2.496901e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180370 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -24969764.000000 Penalty: 6008.136230
	Iteration 31Q: 3 clusters Score -2.496976e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181374 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -24970062.000000 Penalty: 6008.136230
	Iteration 32Q: 3 clusters Score -2.497006e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181773 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -24970286.000000 Penalty: 6008.136230
	Iteration 33Q: 3 clusters Score -2.497029e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181918 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -24970388.000000 Penalty: 6008.136230
	Iteration 34Q: 3 clusters Score -2.497039e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181983 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -24970436.000000 Penalty: 6008.136230
	Iteration 35Q: 3 clusters Score -2.497044e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182007 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24970474.000000 Penalty: 6008.136230
	Iteration 36Q: 3 clusters Score -2.497047e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182022 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24970482.000000 Penalty: 6008.136230
	Iteration 37Q: 3 clusters Score -2.497048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182034 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24970506.000000 Penalty: 6008.136230
	Iteration 38Q: 3 clusters Score -2.497051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182039 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24970514.000000 Penalty: 6008.136230
	Iteration 39Q: 3 clusters Score -2.497051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182041 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24970524.000000 Penalty: 6008.136230
	Iteration 40F: 3 clusters Score -2.497052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182045 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24970554.000000 Penalty: 6008.136230
	Iteration 41Q: 3 clusters Score -2.497055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182048 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24970536.000000 Penalty: 6008.136230
	Iteration 42Q: 3 clusters Score -2.497054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182046 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24970538.000000 Penalty: 6008.136230
	Iteration 43Q: 3 clusters Score -2.497054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182046 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24970550.000000 Penalty: 6008.136230
	Iteration 44Q: 3 clusters Score -2.497055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182047 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24970544.000000 Penalty: 6008.136230
	Iteration 45Q: 3 clusters Score -2.497054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182048 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24970554.000000 Penalty: 6008.136230
	Iteration 46Q: 3 clusters Score -2.497055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182050 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24970554.000000 Penalty: 6008.136230
	Iteration 47Q: 3 clusters Score -2.497055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182050 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24970554.000000 Penalty: 6008.136230
	Iteration 48F: 3 clusters Score -2.497055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -76243.687500 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -76243.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74640.296875 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -74640.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75027.828125 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -75027.83 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75289.515625 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -75289.52 nChanged 45
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: -75550.734375 Penalty: 3204.888184
	Iteration 3F: 3 clusters Score -75550.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -75788.906250 Penalty: 3204.888184
	Iteration 4Q: 3 clusters Score -75788.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -75930.445312 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -75930.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -76056.351562 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -76056.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -76159.773438 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -76159.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -76389.500000 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -76389.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -76570.382812 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -76570.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -76615.929688 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -76615.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -76691.078125 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -76691.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -76731.609375 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -76731.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -76758.242188 Penalty: 3204.888184
	Iteration 13Q: 3 clusters Score -76758.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -76761.968750 Penalty: 3204.888184
	Iteration 14Q: 3 clusters Score -76761.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -76761.968750 Penalty: 3204.888184
	Iteration 15F: 3 clusters Score -76761.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 176337 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 173795 members 
Mstep: Class 5 contains 13896 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 6680 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 164304 members 
Mstep: Class 10 contains 374 members 
Mstep: Class 11 contains 36168 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 182258 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 16 contains 40573 members 
Mstep: Class 17 contains 40320 members 
Entering Unmasked Estep 
Score: -116085080.000000 Penalty: 54213.273438
Splitting cluster 14 changes total score from -116086328.000000 to -116085080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (40573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Entering Unmasked Estep 
Score: -5640757.000000 Penalty: 2631.492676
	Iteration 0F: 2 clusters Score -5640757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -5613306.500000 Penalty: 5262.985352
	Iteration 0F: 3 clusters Score -5613306 nChanged 18505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -5623573.000000 Penalty: 5262.985352
	Iteration 1F: 3 clusters Score -5623573 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -5624259.000000 Penalty: 5262.985352
	Iteration 2Q: 3 clusters Score -5624259 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -5625027.000000 Penalty: 5262.985352
	Iteration 3Q: 3 clusters Score -5625027 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -5625958.500000 Penalty: 5262.985352
	Iteration 4F: 3 clusters Score -5625958 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -5627335.500000 Penalty: 5262.985352
	Iteration 5F: 3 clusters Score -5627336 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -5629328.500000 Penalty: 5262.985352
	Iteration 6F: 3 clusters Score -5629328 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -5631840.000000 Penalty: 5262.985352
	Iteration 7F: 3 clusters Score -5631840 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -5634371.000000 Penalty: 5262.985352
	Iteration 8F: 3 clusters Score -5634371 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -5636117.000000 Penalty: 5262.985352
	Iteration 9Q: 3 clusters Score -5636117 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -5636997.000000 Penalty: 5262.985352
	Iteration 10Q: 3 clusters Score -5636997 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -5637413.500000 Penalty: 5262.985352
	Iteration 11Q: 3 clusters Score -5637414 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -5637648.500000 Penalty: 5262.985352
	Iteration 12Q: 3 clusters Score -5637648 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -5637819.500000 Penalty: 5262.985352
	Iteration 13Q: 3 clusters Score -5637820 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -5637960.500000 Penalty: 5262.985352
	Iteration 14Q: 3 clusters Score -5637960 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -5638066.000000 Penalty: 5262.985352
	Iteration 15Q: 3 clusters Score -5638066 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -5638151.500000 Penalty: 5262.985352
	Iteration 16Q: 3 clusters Score -5638152 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -5638233.500000 Penalty: 5262.985352
	Iteration 17Q: 3 clusters Score -5638234 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -5638286.000000 Penalty: 5262.985352
	Iteration 18Q: 3 clusters Score -5638286 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -5638325.500000 Penalty: 5262.985352
	Iteration 19Q: 3 clusters Score -5638326 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -5638352.500000 Penalty: 5262.985352
	Iteration 20F: 3 clusters Score -5638352 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -5638408.000000 Penalty: 5262.985352
	Iteration 21Q: 3 clusters Score -5638408 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -5638454.500000 Penalty: 5262.985352
	Iteration 22Q: 3 clusters Score -5638454 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -5638473.500000 Penalty: 5262.985352
	Iteration 23Q: 3 clusters Score -5638474 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -5638507.500000 Penalty: 5262.985352
	Iteration 24Q: 3 clusters Score -5638508 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5638551.500000 Penalty: 5262.985352
	Iteration 25Q: 3 clusters Score -5638552 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -5638570.000000 Penalty: 5262.985352
	Iteration 26Q: 3 clusters Score -5638570 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -5638594.000000 Penalty: 5262.985352
	Iteration 27Q: 3 clusters Score -5638594 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -5638607.000000 Penalty: 5262.985352
	Iteration 28Q: 3 clusters Score -5638607 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5638633.000000 Penalty: 5262.985352
	Iteration 29Q: 3 clusters Score -5638633 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5638635.000000 Penalty: 5262.985352
	Iteration 30Q: 3 clusters Score -5638635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5638653.000000 Penalty: 5262.985352
	Iteration 31Q: 3 clusters Score -5638653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5638652.000000 Penalty: 5262.985352
	Iteration 32Q: 3 clusters Score -5638652 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -5638643.000000 Penalty: 5262.985352
	Iteration 33Q: 3 clusters Score -5638643 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -5638664.500000 Penalty: 5262.985352
	Iteration 34Q: 3 clusters Score -5638664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5638678.000000 Penalty: 5262.985352
	Iteration 35Q: 3 clusters Score -5638678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -5638692.500000 Penalty: 5262.985352
	Iteration 36Q: 3 clusters Score -5638692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5638708.500000 Penalty: 5262.985352
	Iteration 37Q: 3 clusters Score -5638708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -5638723.000000 Penalty: 5262.985352
	Iteration 38Q: 3 clusters Score -5638723 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5638728.000000 Penalty: 5262.985352
	Iteration 39Q: 3 clusters Score -5638728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5638727.500000 Penalty: 5262.985352
	Iteration 40F: 3 clusters Score -5638728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5638733.000000 Penalty: 5262.985352
	Iteration 41Q: 3 clusters Score -5638733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5638735.500000 Penalty: 5262.985352
	Iteration 42Q: 3 clusters Score -5638736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5638730.500000 Penalty: 5262.985352
	Iteration 43Q: 3 clusters Score -5638730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5638748.500000 Penalty: 5262.985352
	Iteration 44Q: 3 clusters Score -5638748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5638759.000000 Penalty: 5262.985352
	Iteration 45Q: 3 clusters Score -5638759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5638774.000000 Penalty: 5262.985352
	Iteration 46Q: 3 clusters Score -5638774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5638776.000000 Penalty: 5262.985352
	Iteration 47Q: 3 clusters Score -5638776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5638782.000000 Penalty: 5262.985352
	Iteration 48Q: 3 clusters Score -5638782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5638788.000000 Penalty: 5262.985352
	Iteration 49Q: 3 clusters Score -5638788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5638788.500000 Penalty: 5262.985352
	Iteration 50Q: 3 clusters Score -5638788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5638799.500000 Penalty: 5262.985352
	Iteration 51Q: 3 clusters Score -5638800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5638795.500000 Penalty: 5262.985352
	Iteration 52Q: 3 clusters Score -5638796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5638810.000000 Penalty: 5262.985352
	Iteration 53Q: 3 clusters Score -5638810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5638819.500000 Penalty: 5262.985352
	Iteration 54Q: 3 clusters Score -5638820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5638812.500000 Penalty: 5262.985352
	Iteration 55Q: 3 clusters Score -5638812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5638819.000000 Penalty: 5262.985352
	Iteration 56Q: 3 clusters Score -5638819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5638819.000000 Penalty: 5262.985352
	Iteration 57Q: 3 clusters Score -5638819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5638825.500000 Penalty: 5262.985352
	Iteration 58Q: 3 clusters Score -5638826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5638826.500000 Penalty: 5262.985352
	Iteration 59Q: 3 clusters Score -5638826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5638826.000000 Penalty: 5262.985352
	Iteration 60F: 3 clusters Score -5638826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5638830.000000 Penalty: 5262.985352
	Iteration 61Q: 3 clusters Score -5638830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5638837.000000 Penalty: 5262.985352
	Iteration 62Q: 3 clusters Score -5638837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5638838.500000 Penalty: 5262.985352
	Iteration 63Q: 3 clusters Score -5638838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5638831.500000 Penalty: 5262.985352
	Iteration 64Q: 3 clusters Score -5638832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5638840.500000 Penalty: 5262.985352
	Iteration 65Q: 3 clusters Score -5638840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5638841.500000 Penalty: 5262.985352
	Iteration 66Q: 3 clusters Score -5638842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5638842.500000 Penalty: 5262.985352
	Iteration 67Q: 3 clusters Score -5638842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5638846.500000 Penalty: 5262.985352
	Iteration 68Q: 3 clusters Score -5638846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5638846.500000 Penalty: 5262.985352
	Iteration 69F: 3 clusters Score -5638846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Entering Unmasked Estep 
Score: -5444013.000000 Penalty: 2629.941406
	Iteration 0F: 2 clusters Score -5444013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -5416695.500000 Penalty: 5259.882812
	Iteration 0F: 3 clusters Score -5416696 nChanged 18415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -5426635.500000 Penalty: 5259.882812
	Iteration 1F: 3 clusters Score -5426636 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -5427079.000000 Penalty: 5259.882812
	Iteration 2Q: 3 clusters Score -5427079 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -5427426.500000 Penalty: 5259.882812
	Iteration 3Q: 3 clusters Score -5427426 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -5427730.000000 Penalty: 5259.882812
	Iteration 4Q: 3 clusters Score -5427730 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -5427929.000000 Penalty: 5259.882812
	Iteration 5Q: 3 clusters Score -5427929 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -5428081.000000 Penalty: 5259.882812
	Iteration 6Q: 3 clusters Score -5428081 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -5428279.500000 Penalty: 5259.882812
	Iteration 7Q: 3 clusters Score -5428280 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -5428507.000000 Penalty: 5259.882812
	Iteration 8Q: 3 clusters Score -5428507 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -5428756.500000 Penalty: 5259.882812
	Iteration 9Q: 3 clusters Score -5428756 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -5429059.000000 Penalty: 5259.882812
	Iteration 10Q: 3 clusters Score -5429059 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -5429480.500000 Penalty: 5259.882812
	Iteration 11Q: 3 clusters Score -5429480 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -5430124.500000 Penalty: 5259.882812
	Iteration 12Q: 3 clusters Score -5430124 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -5431170.000000 Penalty: 5259.882812
	Iteration 13Q: 3 clusters Score -5431170 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -5432710.000000 Penalty: 5259.882812
	Iteration 14F: 3 clusters Score -5432710 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -5434678.500000 Penalty: 5259.882812
	Iteration 15F: 3 clusters Score -5434678 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -5436879.000000 Penalty: 5259.882812
	Iteration 16F: 3 clusters Score -5436879 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -5438783.500000 Penalty: 5259.882812
	Iteration 17F: 3 clusters Score -5438784 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5440167.500000 Penalty: 5259.882812
	Iteration 18Q: 3 clusters Score -5440168 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5440893.500000 Penalty: 5259.882812
	Iteration 19Q: 3 clusters Score -5440894 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5441257.000000 Penalty: 5259.882812
	Iteration 20F: 3 clusters Score -5441257 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5441437.500000 Penalty: 5259.882812
	Iteration 21Q: 3 clusters Score -5441438 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5441542.000000 Penalty: 5259.882812
	Iteration 22Q: 3 clusters Score -5441542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5441605.500000 Penalty: 5259.882812
	Iteration 23Q: 3 clusters Score -5441606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5441640.500000 Penalty: 5259.882812
	Iteration 24Q: 3 clusters Score -5441640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5441668.500000 Penalty: 5259.882812
	Iteration 25Q: 3 clusters Score -5441668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5441680.500000 Penalty: 5259.882812
	Iteration 26Q: 3 clusters Score -5441680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5441690.000000 Penalty: 5259.882812
	Iteration 27Q: 3 clusters Score -5441690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5441702.000000 Penalty: 5259.882812
	Iteration 28Q: 3 clusters Score -5441702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5441718.000000 Penalty: 5259.882812
	Iteration 29Q: 3 clusters Score -5441718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5441715.000000 Penalty: 5259.882812
	Iteration 30Q: 3 clusters Score -5441715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5441719.000000 Penalty: 5259.882812
	Iteration 31Q: 3 clusters Score -5441719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5441719.000000 Penalty: 5259.882812
	Iteration 32Q: 3 clusters Score -5441719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5441719.500000 Penalty: 5259.882812
	Iteration 33Q: 3 clusters Score -5441720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5441722.000000 Penalty: 5259.882812
	Iteration 34Q: 3 clusters Score -5441722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5441722.500000 Penalty: 5259.882812
	Iteration 35Q: 3 clusters Score -5441722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5441722.000000 Penalty: 5259.882812
	Iteration 36Q: 3 clusters Score -5441722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5441730.500000 Penalty: 5259.882812
	Iteration 37Q: 3 clusters Score -5441730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5441726.000000 Penalty: 5259.882812
	Iteration 38Q: 3 clusters Score -5441726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5441726.000000 Penalty: 5259.882812
	Iteration 39F: 3 clusters Score -5441726 nChanged 0
--- Evaluating fit on full set of 2574669 points ---
Entering Unmasked Estep 
Score: -344543136.000000 Penalty: 54911.781250
20->16 Clusters: Score -344543136.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 858223 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 42791 members 
Mstep: Class 3 contains 42992 members 
Mstep: Class 4 contains 43137 members 
Mstep: Class 5 contains 42891 members 
Mstep: Class 6 contains 42936 members 
Mstep: Class 7 contains 42903 members 
Mstep: Class 8 contains 42843 members 
Mstep: Class 9 contains 43086 members 
Mstep: Class 10 contains 43086 members 
Mstep: Class 11 contains 43058 members 
Mstep: Class 12 contains 42524 members 
Mstep: Class 13 contains 43176 members 
Mstep: Class 14 contains 43117 members 
Mstep: Class 15 contains 43142 members 
Mstep: Class 16 contains 42705 members 
Mstep: Class 17 contains 42777 members 
Mstep: Class 18 contains 42473 members 
Mstep: Class 19 contains 42674 members 
Mstep: Class 20 contains 43094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 702.031860 but Gain 3388.332031
Score: -112995408.000000 Penalty: 64378.261719
Iteration 0F: 20 clusters Score -1.129954e+08 nChanged 810594
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 3 contains 90892 members 
Mstep: Class 4 contains 29282 members 
Mstep: Class 5 contains 46502 members 
Mstep: Class 6 contains 24045 members 
Mstep: Class 7 contains 81649 members 
Mstep: Class 8 contains 29146 members 
Mstep: Class 9 contains 29071 members 
Mstep: Class 10 contains 25749 members 
Mstep: Class 11 contains 23052 members 
Mstep: Class 12 contains 28540 members 
Mstep: Class 13 contains 30727 members 
Mstep: Class 14 contains 20966 members 
Mstep: Class 15 contains 91770 members 
Mstep: Class 16 contains 58979 members 
Mstep: Class 17 contains 44756 members 
Mstep: Class 18 contains 26971 members 
Mstep: Class 19 contains 96189 members 
Mstep: Class 20 contains 28743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114872352.000000 Penalty: 64378.261719
Iteration 1F: 20 clusters Score -1.148724e+08 nChanged 275406
Entering Unmasked Mstep 
Mstep: Class 0 contains 673 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 3 contains 104702 members 
Mstep: Class 4 contains 23180 members 
Mstep: Class 5 contains 33316 members 
Mstep: Class 6 contains 13071 members 
Mstep: Class 7 contains 90861 members 
Mstep: Class 8 contains 27328 members 
Mstep: Class 9 contains 18703 members 
Mstep: Class 10 contains 23733 members 
Mstep: Class 11 contains 15163 members 
Mstep: Class 12 contains 25790 members 
Mstep: Class 13 contains 14577 members 
Mstep: Class 14 contains 16002 members 
Mstep: Class 15 contains 128057 members 
Mstep: Class 16 contains 55170 members 
Mstep: Class 17 contains 47282 members 
Mstep: Class 18 contains 26148 members 
Mstep: Class 19 contains 124772 members 
Mstep: Class 20 contains 28057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115253504.000000 Penalty: 64378.261719
Iteration 2F: 20 clusters Score -1.152535e+08 nChanged 188571
Entering Unmasked Mstep 
Mstep: Class 0 contains 417 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 3 contains 126036 members 
Mstep: Class 4 contains 23467 members 
Mstep: Class 5 contains 20188 members 
Mstep: Class 6 contains 4164 members 
Mstep: Class 7 contains 95704 members 
Mstep: Class 8 contains 22503 members 
Mstep: Class 9 contains 13690 members 
Mstep: Class 10 contains 18935 members 
Mstep: Class 11 contains 12288 members 
Mstep: Class 12 contains 20370 members 
Mstep: Class 13 contains 4035 members 
Mstep: Class 14 contains 10976 members 
Mstep: Class 15 contains 156150 members 
Mstep: Class 16 contains 60678 members 
Mstep: Class 17 contains 45058 members 
Mstep: Class 18 contains 21996 members 
Mstep: Class 19 contains 144401 members 
Mstep: Class 20 contains 22544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115482664.000000 Penalty: 64378.261719
Iteration 3F: 20 clusters Score -1.154827e+08 nChanged 150427
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 3 contains 147949 members 
Mstep: Class 4 contains 22201 members 
Mstep: Class 5 contains 11150 members 
Mstep: Class 6 contains 1545 members 
Mstep: Class 7 contains 92154 members 
Mstep: Class 8 contains 16769 members 
Mstep: Class 9 contains 9858 members 
Mstep: Class 10 contains 13351 members 
Mstep: Class 11 contains 10157 members 
Mstep: Class 12 contains 14103 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 14 contains 6679 members 
Mstep: Class 15 contains 179697 members 
Mstep: Class 16 contains 69447 members 
Mstep: Class 17 contains 39486 members 
Mstep: Class 18 contains 17460 members 
Mstep: Class 19 contains 157717 members 
Mstep: Class 20 contains 16026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115614464.000000 Penalty: 64378.261719
Iteration 4F: 20 clusters Score -1.156145e+08 nChanged 122031
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 3 contains 168098 members 
Mstep: Class 4 contains 19493 members 
Mstep: Class 5 contains 7220 members 
Mstep: Class 6 contains 1455 members 
Mstep: Class 7 contains 81612 members 
Mstep: Class 8 contains 11608 members 
Mstep: Class 9 contains 7116 members 
Mstep: Class 10 contains 9248 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 8628 members 
Mstep: Class 13 contains 1281 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 198110 members 
Mstep: Class 16 contains 78727 members 
Mstep: Class 17 contains 34499 members 
Mstep: Class 18 contains 14706 members 
Mstep: Class 19 contains 164068 members 
Mstep: Class 20 contains 11059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2705.323486 but Gain 3388.328125
Score: -115703824.000000 Penalty: 60989.933594
Iteration 5F: 19 clusters Score -1.157038e+08 nChanged 106506
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 3 contains 187755 members 
Mstep: Class 4 contains 16936 members 
Mstep: Class 5 contains 6443 members 
Mstep: Class 6 contains 1707 members 
Mstep: Class 7 contains 68117 members 
Mstep: Class 8 contains 7881 members 
Mstep: Class 9 contains 5404 members 
Mstep: Class 10 contains 6895 members 
Mstep: Class 11 contains 7054 members 
Mstep: Class 12 contains 5145 members 
Mstep: Class 13 contains 1247 members 
Mstep: Class 15 contains 209462 members 
Mstep: Class 16 contains 87518 members 
Mstep: Class 17 contains 32040 members 
Mstep: Class 18 contains 13474 members 
Mstep: Class 19 contains 165365 members 
Mstep: Class 20 contains 7799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3097.540039 but Gain 3388.328125
Score: -115781856.000000 Penalty: 57601.605469
Iteration 6F: 18 clusters Score -1.157819e+08 nChanged 95150
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 3 contains 207303 members 
Mstep: Class 4 contains 15090 members 
Mstep: Class 5 contains 6876 members 
Mstep: Class 6 contains 1747 members 
Mstep: Class 7 contains 54243 members 
Mstep: Class 8 contains 5643 members 
Mstep: Class 9 contains 4409 members 
Mstep: Class 10 contains 5590 members 
Mstep: Class 11 contains 5674 members 
Mstep: Class 13 contains 1262 members 
Mstep: Class 15 contains 210819 members 
Mstep: Class 16 contains 95948 members 
Mstep: Class 17 contains 31348 members 
Mstep: Class 18 contains 12907 members 
Mstep: Class 19 contains 166107 members 
Mstep: Class 20 contains 5847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115829152.000000 Penalty: 57601.605469
Iteration 7F: 18 clusters Score -1.158292e+08 nChanged 82277
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 3 contains 225727 members 
Mstep: Class 4 contains 14072 members 
Mstep: Class 5 contains 7386 members 
Mstep: Class 6 contains 1748 members 
Mstep: Class 7 contains 42450 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 3755 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 4235 members 
Mstep: Class 13 contains 1281 members 
Mstep: Class 15 contains 203114 members 
Mstep: Class 16 contains 101990 members 
Mstep: Class 17 contains 31927 members 
Mstep: Class 18 contains 12465 members 
Mstep: Class 19 contains 167119 members 
Mstep: Class 20 contains 4664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2927.381836 but Gain 3388.332031
Score: -115865816.000000 Penalty: 54213.273438
Iteration 8F: 17 clusters Score -1.158658e+08 nChanged 77476
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 3 contains 242613 members 
Mstep: Class 4 contains 13586 members 
Mstep: Class 5 contains 7732 members 
Mstep: Class 6 contains 1754 members 
Mstep: Class 7 contains 33619 members 
Mstep: Class 8 contains 3427 members 
Mstep: Class 9 contains 3370 members 
Mstep: Class 10 contains 4442 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 15 contains 191986 members 
Mstep: Class 16 contains 108656 members 
Mstep: Class 17 contains 33194 members 
Mstep: Class 18 contains 12060 members 
Mstep: Class 19 contains 169581 members 
Mstep: Class 20 contains 3912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3314.129883 but Gain 3388.328125
Score: -115895160.000000 Penalty: 50824.945312
Iteration 9F: 16 clusters Score -1.158952e+08 nChanged 71225
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 3 contains 254426 members 
Mstep: Class 4 contains 13324 members 
Mstep: Class 5 contains 7911 members 
Mstep: Class 6 contains 1750 members 
Mstep: Class 7 contains 27746 members 
Mstep: Class 9 contains 3108 members 
Mstep: Class 10 contains 4078 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 15 contains 181891 members 
Mstep: Class 16 contains 111928 members 
Mstep: Class 17 contains 35009 members 
Mstep: Class 18 contains 11628 members 
Mstep: Class 19 contains 173538 members 
Mstep: Class 20 contains 3443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115917256.000000 Penalty: 50824.945312
Iteration 10F: 16 clusters Score -1.159173e+08 nChanged 61915
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 3 contains 258285 members 
Mstep: Class 4 contains 13327 members 
Mstep: Class 5 contains 7858 members 
Mstep: Class 6 contains 1751 members 
Mstep: Class 7 contains 23623 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 3791 members 
Mstep: Class 13 contains 1330 members 
Mstep: Class 15 contains 173641 members 
Mstep: Class 16 contains 113925 members 
Mstep: Class 17 contains 37062 members 
Mstep: Class 18 contains 11207 members 
Mstep: Class 19 contains 178707 members 
Mstep: Class 20 contains 3123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115932752.000000 Penalty: 50824.945312
Iteration 11F: 16 clusters Score -1.159328e+08 nChanged 56549
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 3 contains 255377 members 
Mstep: Class 4 contains 13407 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 1754 members 
Mstep: Class 7 contains 20779 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 13 contains 1340 members 
Mstep: Class 15 contains 169324 members 
Mstep: Class 16 contains 115488 members 
Mstep: Class 17 contains 39331 members 
Mstep: Class 18 contains 10879 members 
Mstep: Class 19 contains 184897 members 
Mstep: Class 20 contains 2922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115945560.000000 Penalty: 50824.945312
Iteration 12F: 16 clusters Score -1.159456e+08 nChanged 50425
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 3 contains 248615 members 
Mstep: Class 4 contains 13474 members 
Mstep: Class 5 contains 7535 members 
Mstep: Class 6 contains 1751 members 
Mstep: Class 7 contains 18724 members 
Mstep: Class 9 contains 2607 members 
Mstep: Class 10 contains 3547 members 
Mstep: Class 13 contains 1353 members 
Mstep: Class 15 contains 168890 members 
Mstep: Class 16 contains 116911 members 
Mstep: Class 17 contains 41824 members 
Mstep: Class 18 contains 10654 members 
Mstep: Class 19 contains 189874 members 
Mstep: Class 20 contains 2808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3383.480225 but Gain 3388.332031
Score: -115954320.000000 Penalty: 47436.613281
Iteration 13F: 15 clusters Score -1.159543e+08 nChanged 45087
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 3 contains 241463 members 
Mstep: Class 4 contains 13552 members 
Mstep: Class 5 contains 7341 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 17390 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 15 contains 171628 members 
Mstep: Class 16 contains 118688 members 
Mstep: Class 17 contains 44636 members 
Mstep: Class 18 contains 10719 members 
Mstep: Class 19 contains 192924 members 
Mstep: Class 20 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115963328.000000 Penalty: 47436.613281
Iteration 14F: 15 clusters Score -1.159633e+08 nChanged 34921
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 3 contains 232389 members 
Mstep: Class 4 contains 13643 members 
Mstep: Class 5 contains 7235 members 
Mstep: Class 6 contains 1750 members 
Mstep: Class 7 contains 16731 members 
Mstep: Class 10 contains 3580 members 
Mstep: Class 13 contains 1373 members 
Mstep: Class 15 contains 175671 members 
Mstep: Class 16 contains 120615 members 
Mstep: Class 17 contains 47703 members 
Mstep: Class 18 contains 10789 members 
Mstep: Class 19 contains 192891 members 
Mstep: Class 20 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115970440.000000 Penalty: 47436.613281
Iteration 15Q: 15 clusters Score -1.159704e+08 nChanged 28604
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 3 contains 223597 members 
Mstep: Class 4 contains 13781 members 
Mstep: Class 5 contains 7169 members 
Mstep: Class 6 contains 1749 members 
Mstep: Class 7 contains 16513 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 13 contains 1381 members 
Mstep: Class 15 contains 180229 members 
Mstep: Class 16 contains 122877 members 
Mstep: Class 17 contains 50931 members 
Mstep: Class 18 contains 11068 members 
Mstep: Class 19 contains 191141 members 
Mstep: Class 20 contains 2649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115978408.000000 Penalty: 47436.613281
Iteration 16Q: 15 clusters Score -1.159784e+08 nChanged 24108
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 3 contains 216041 members 
Mstep: Class 4 contains 13967 members 
Mstep: Class 5 contains 7148 members 
Mstep: Class 6 contains 1742 members 
Mstep: Class 7 contains 16493 members 
Mstep: Class 10 contains 3940 members 
Mstep: Class 13 contains 1385 members 
Mstep: Class 15 contains 184554 members 
Mstep: Class 16 contains 125243 members 
Mstep: Class 17 contains 54355 members 
Mstep: Class 18 contains 11408 members 
Mstep: Class 19 contains 188010 members 
Mstep: Class 20 contains 2603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115984224.000000 Penalty: 47436.613281
Iteration 17Q: 15 clusters Score -1.159842e+08 nChanged 21489
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 3 contains 208840 members 
Mstep: Class 4 contains 14226 members 
Mstep: Class 5 contains 7105 members 
Mstep: Class 6 contains 1741 members 
Mstep: Class 7 contains 16644 members 
Mstep: Class 10 contains 4190 members 
Mstep: Class 13 contains 1391 members 
Mstep: Class 15 contains 188361 members 
Mstep: Class 16 contains 127616 members 
Mstep: Class 17 contains 58124 members 
Mstep: Class 18 contains 11833 members 
Mstep: Class 19 contains 184538 members 
Mstep: Class 20 contains 2578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115991552.000000 Penalty: 47436.613281
Iteration 18Q: 15 clusters Score -1.159916e+08 nChanged 19995
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 3 contains 202497 members 
Mstep: Class 4 contains 14580 members 
Mstep: Class 5 contains 7090 members 
Mstep: Class 6 contains 1740 members 
Mstep: Class 7 contains 16915 members 
Mstep: Class 10 contains 4533 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 15 contains 191309 members 
Mstep: Class 16 contains 129924 members 
Mstep: Class 17 contains 62036 members 
Mstep: Class 18 contains 12325 members 
Mstep: Class 19 contains 181036 members 
Mstep: Class 20 contains 2513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115997152.000000 Penalty: 47436.613281
Iteration 19Q: 15 clusters Score -1.159972e+08 nChanged 18442
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 3 contains 197473 members 
Mstep: Class 4 contains 14970 members 
Mstep: Class 5 contains 7090 members 
Mstep: Class 6 contains 1738 members 
Mstep: Class 7 contains 17099 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 15 contains 193059 members 
Mstep: Class 16 contains 132189 members 
Mstep: Class 17 contains 66120 members 
Mstep: Class 18 contains 12812 members 
Mstep: Class 19 contains 177334 members 
Mstep: Class 20 contains 2491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116001664.000000 Penalty: 47436.613281
Iteration 20F: 15 clusters Score -1.160017e+08 nChanged 17586
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 3 contains 192863 members 
Mstep: Class 4 contains 15365 members 
Mstep: Class 5 contains 7095 members 
Mstep: Class 6 contains 1738 members 
Mstep: Class 7 contains 17237 members 
Mstep: Class 10 contains 5500 members 
Mstep: Class 13 contains 1407 members 
Mstep: Class 15 contains 193817 members 
Mstep: Class 16 contains 134499 members 
Mstep: Class 17 contains 70350 members 
Mstep: Class 18 contains 13332 members 
Mstep: Class 19 contains 174138 members 
Mstep: Class 20 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116005120.000000 Penalty: 47436.613281
Iteration 21Q: 15 clusters Score -1.160051e+08 nChanged 16920
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 3 contains 188922 members 
Mstep: Class 4 contains 15772 members 
Mstep: Class 5 contains 7124 members 
Mstep: Class 6 contains 1737 members 
Mstep: Class 7 contains 17358 members 
Mstep: Class 10 contains 6119 members 
Mstep: Class 13 contains 1412 members 
Mstep: Class 15 contains 193557 members 
Mstep: Class 16 contains 136825 members 
Mstep: Class 17 contains 74736 members 
Mstep: Class 18 contains 13802 members 
Mstep: Class 19 contains 171149 members 
Mstep: Class 20 contains 2438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116009248.000000 Penalty: 47436.613281
Iteration 22Q: 15 clusters Score -1.160092e+08 nChanged 16062
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 3 contains 185737 members 
Mstep: Class 4 contains 16176 members 
Mstep: Class 5 contains 7123 members 
Mstep: Class 6 contains 1740 members 
Mstep: Class 7 contains 17372 members 
Mstep: Class 10 contains 6786 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 15 contains 192570 members 
Mstep: Class 16 contains 139093 members 
Mstep: Class 17 contains 79216 members 
Mstep: Class 18 contains 14236 members 
Mstep: Class 19 contains 168318 members 
Mstep: Class 20 contains 2417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116013640.000000 Penalty: 47436.613281
Iteration 23Q: 15 clusters Score -1.160136e+08 nChanged 15388
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 3 contains 182998 members 
Mstep: Class 4 contains 16623 members 
Mstep: Class 5 contains 7115 members 
Mstep: Class 6 contains 1741 members 
Mstep: Class 7 contains 17336 members 
Mstep: Class 10 contains 7493 members 
Mstep: Class 13 contains 1415 members 
Mstep: Class 15 contains 190935 members 
Mstep: Class 16 contains 141204 members 
Mstep: Class 17 contains 83706 members 
Mstep: Class 18 contains 14612 members 
Mstep: Class 19 contains 165899 members 
Mstep: Class 20 contains 2386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116016816.000000 Penalty: 47436.613281
Iteration 24Q: 15 clusters Score -1.160168e+08 nChanged 14838
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 3 contains 180592 members 
Mstep: Class 4 contains 17079 members 
Mstep: Class 5 contains 7105 members 
Mstep: Class 6 contains 1740 members 
Mstep: Class 7 contains 17315 members 
Mstep: Class 10 contains 8227 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 15 contains 188586 members 
Mstep: Class 16 contains 143447 members 
Mstep: Class 17 contains 88105 members 
Mstep: Class 18 contains 14963 members 
Mstep: Class 19 contains 163832 members 
Mstep: Class 20 contains 2351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116020400.000000 Penalty: 47436.613281
Iteration 25Q: 15 clusters Score -1.160204e+08 nChanged 14696
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 3 contains 178250 members 
Mstep: Class 4 contains 17529 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 1740 members 
Mstep: Class 7 contains 17272 members 
Mstep: Class 10 contains 9043 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 15 contains 185912 members 
Mstep: Class 16 contains 145765 members 
Mstep: Class 17 contains 92409 members 
Mstep: Class 18 contains 15274 members 
Mstep: Class 19 contains 161972 members 
Mstep: Class 20 contains 2326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116023800.000000 Penalty: 47436.613281
Iteration 26Q: 15 clusters Score -1.160238e+08 nChanged 14373
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 3 contains 176112 members 
Mstep: Class 4 contains 17979 members 
Mstep: Class 5 contains 7118 members 
Mstep: Class 6 contains 1741 members 
Mstep: Class 7 contains 17186 members 
Mstep: Class 10 contains 9851 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 15 contains 183222 members 
Mstep: Class 16 contains 148076 members 
Mstep: Class 17 contains 96518 members 
Mstep: Class 18 contains 15540 members 
Mstep: Class 19 contains 160184 members 
Mstep: Class 20 contains 2285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116026720.000000 Penalty: 47436.613281
Iteration 27Q: 15 clusters Score -1.160267e+08 nChanged 14133
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 3 contains 174199 members 
Mstep: Class 4 contains 18458 members 
Mstep: Class 5 contains 7109 members 
Mstep: Class 6 contains 1741 members 
Mstep: Class 7 contains 17127 members 
Mstep: Class 10 contains 10666 members 
Mstep: Class 13 contains 1417 members 
Mstep: Class 15 contains 180490 members 
Mstep: Class 16 contains 150397 members 
Mstep: Class 17 contains 100450 members 
Mstep: Class 18 contains 15702 members 
Mstep: Class 19 contains 158380 members 
Mstep: Class 20 contains 2269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116029896.000000 Penalty: 47436.613281
Iteration 28Q: 15 clusters Score -1.160299e+08 nChanged 13962
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 3 contains 172282 members 
Mstep: Class 4 contains 18966 members 
Mstep: Class 5 contains 7072 members 
Mstep: Class 6 contains 1741 members 
Mstep: Class 7 contains 17049 members 
Mstep: Class 10 contains 11502 members 
Mstep: Class 13 contains 1417 members 
Mstep: Class 15 contains 177789 members 
Mstep: Class 16 contains 152844 members 
Mstep: Class 17 contains 104160 members 
Mstep: Class 18 contains 15835 members 
Mstep: Class 19 contains 156588 members 
Mstep: Class 20 contains 2212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116033064.000000 Penalty: 47436.613281
Iteration 29Q: 15 clusters Score -1.160331e+08 nChanged 13969
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 3 contains 170538 members 
Mstep: Class 4 contains 19509 members 
Mstep: Class 5 contains 7034 members 
Mstep: Class 6 contains 1740 members 
Mstep: Class 7 contains 16960 members 
Mstep: Class 10 contains 12370 members 
Mstep: Class 13 contains 1417 members 
Mstep: Class 15 contains 174950 members 
Mstep: Class 16 contains 155320 members 
Mstep: Class 17 contains 107617 members 
Mstep: Class 18 contains 15941 members 
Mstep: Class 19 contains 154909 members 
Mstep: Class 20 contains 2155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3381.093506 but Gain 3388.328125
Score: -116036656.000000 Penalty: 44048.285156
Iteration 30Q: 14 clusters Score -1.160367e+08 nChanged 15619
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 3 contains 168948 members 
Mstep: Class 4 contains 20056 members 
Mstep: Class 5 contains 6951 members 
Mstep: Class 6 contains 1743 members 
Mstep: Class 7 contains 16945 members 
Mstep: Class 10 contains 13255 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 15 contains 172651 members 
Mstep: Class 16 contains 157916 members 
Mstep: Class 17 contains 111330 members 
Mstep: Class 18 contains 16699 members 
Mstep: Class 19 contains 153424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116041304.000000 Penalty: 44048.285156
Iteration 31Q: 14 clusters Score -1.160413e+08 nChanged 13791
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 3 contains 166628 members 
Mstep: Class 4 contains 20593 members 
Mstep: Class 5 contains 6853 members 
Mstep: Class 6 contains 1738 members 
Mstep: Class 7 contains 16897 members 
Mstep: Class 10 contains 14111 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 15 contains 170300 members 
Mstep: Class 16 contains 160807 members 
Mstep: Class 17 contains 114259 members 
Mstep: Class 18 contains 16982 members 
Mstep: Class 19 contains 151623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116044296.000000 Penalty: 44048.285156
Iteration 32Q: 14 clusters Score -1.160443e+08 nChanged 13369
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 3 contains 164332 members 
Mstep: Class 4 contains 21171 members 
Mstep: Class 5 contains 6728 members 
Mstep: Class 6 contains 1738 members 
Mstep: Class 7 contains 16913 members 
Mstep: Class 10 contains 14919 members 
Mstep: Class 13 contains 1419 members 
Mstep: Class 15 contains 168236 members 
Mstep: Class 16 contains 163798 members 
Mstep: Class 17 contains 116760 members 
Mstep: Class 18 contains 17123 members 
Mstep: Class 19 contains 149849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116047496.000000 Penalty: 44048.285156
Iteration 33Q: 14 clusters Score -1.160475e+08 nChanged 13010
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 3 contains 161974 members 
Mstep: Class 4 contains 21740 members 
Mstep: Class 5 contains 6574 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 7 contains 16955 members 
Mstep: Class 10 contains 15654 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 15 contains 166335 members 
Mstep: Class 16 contains 167037 members 
Mstep: Class 17 contains 118938 members 
Mstep: Class 18 contains 17180 members 
Mstep: Class 19 contains 148041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050664.000000 Penalty: 44048.285156
Iteration 34Q: 14 clusters Score -1.160507e+08 nChanged 12634
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 3 contains 159569 members 
Mstep: Class 4 contains 22307 members 
Mstep: Class 5 contains 6405 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 17062 members 
Mstep: Class 10 contains 16320 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 15 contains 164814 members 
Mstep: Class 16 contains 170388 members 
Mstep: Class 17 contains 120872 members 
Mstep: Class 18 contains 17151 members 
Mstep: Class 19 contains 146059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052648.000000 Penalty: 44048.285156
Iteration 35Q: 14 clusters Score -1.160526e+08 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 3 contains 157167 members 
Mstep: Class 4 contains 22953 members 
Mstep: Class 5 contains 6202 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 17131 members 
Mstep: Class 10 contains 16949 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 15 contains 163556 members 
Mstep: Class 16 contains 173820 members 
Mstep: Class 17 contains 122489 members 
Mstep: Class 18 contains 17090 members 
Mstep: Class 19 contains 144004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054552.000000 Penalty: 44048.285156
Iteration 36Q: 14 clusters Score -1.160546e+08 nChanged 12549
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 3 contains 155026 members 
Mstep: Class 4 contains 23605 members 
Mstep: Class 5 contains 5953 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 17164 members 
Mstep: Class 10 contains 17529 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 15 contains 162469 members 
Mstep: Class 16 contains 177387 members 
Mstep: Class 17 contains 123771 members 
Mstep: Class 18 contains 16980 members 
Mstep: Class 19 contains 141835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056680.000000 Penalty: 44048.285156
Iteration 37Q: 14 clusters Score -1.160567e+08 nChanged 12342
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 3 contains 153283 members 
Mstep: Class 4 contains 24267 members 
Mstep: Class 5 contains 5700 members 
Mstep: Class 6 contains 1724 members 
Mstep: Class 7 contains 17243 members 
Mstep: Class 10 contains 18032 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 15 contains 161606 members 
Mstep: Class 16 contains 181183 members 
Mstep: Class 17 contains 124890 members 
Mstep: Class 18 contains 16799 members 
Mstep: Class 19 contains 138993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116058776.000000 Penalty: 44048.285156
Iteration 38Q: 14 clusters Score -1.160588e+08 nChanged 12439
Entering ConstructFrom: 
Score: -116058776.000000 Penalty: 44048.285156
Entering ConstructFrom: 
Trying to split cluster 1 (12808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Entering Unmasked Estep 
Score: -1678528.875000 Penalty: 2345.540771
	Iteration 0F: 2 clusters Score -1678529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1669077.250000 Penalty: 4691.081543
	Iteration 0F: 3 clusters Score -1669077 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1671918.500000 Penalty: 4691.081543
	Iteration 1F: 3 clusters Score -1671918 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1672276.500000 Penalty: 4691.081543
	Iteration 2F: 3 clusters Score -1672276 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1672557.125000 Penalty: 4691.081543
	Iteration 3F: 3 clusters Score -1672557 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1672763.125000 Penalty: 4691.081543
	Iteration 4Q: 3 clusters Score -1672763 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1672953.625000 Penalty: 4691.081543
	Iteration 5Q: 3 clusters Score -1672954 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1673119.625000 Penalty: 4691.081543
	Iteration 6Q: 3 clusters Score -1673120 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1673266.250000 Penalty: 4691.081543
	Iteration 7Q: 3 clusters Score -1673266 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1673408.375000 Penalty: 4691.081543
	Iteration 8Q: 3 clusters Score -1673408 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1673562.875000 Penalty: 4691.081543
	Iteration 9Q: 3 clusters Score -1673563 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1673735.125000 Penalty: 4691.081543
	Iteration 10Q: 3 clusters Score -1673735 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1673920.000000 Penalty: 4691.081543
	Iteration 11Q: 3 clusters Score -1673920 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1674150.500000 Penalty: 4691.081543
	Iteration 12Q: 3 clusters Score -1674150 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1674425.875000 Penalty: 4691.081543
	Iteration 13Q: 3 clusters Score -1674426 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1674726.625000 Penalty: 4691.081543
	Iteration 14Q: 3 clusters Score -1674727 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1675028.625000 Penalty: 4691.081543
	Iteration 15Q: 3 clusters Score -1675029 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1675287.375000 Penalty: 4691.081543
	Iteration 16Q: 3 clusters Score -1675287 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1675548.625000 Penalty: 4691.081543
	Iteration 17Q: 3 clusters Score -1675549 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1675771.375000 Penalty: 4691.081543
	Iteration 18Q: 3 clusters Score -1675771 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1675945.625000 Penalty: 4691.081543
	Iteration 19Q: 3 clusters Score -1675946 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1676090.875000 Penalty: 4691.081543
	Iteration 20F: 3 clusters Score -1676091 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1676212.750000 Penalty: 4691.081543
	Iteration 21Q: 3 clusters Score -1676213 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1676292.875000 Penalty: 4691.081543
	Iteration 22Q: 3 clusters Score -1676293 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1676347.500000 Penalty: 4691.081543
	Iteration 23Q: 3 clusters Score -1676348 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1676378.625000 Penalty: 4691.081543
	Iteration 24Q: 3 clusters Score -1676379 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1676416.250000 Penalty: 4691.081543
	Iteration 25Q: 3 clusters Score -1676416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1676451.875000 Penalty: 4691.081543
	Iteration 26Q: 3 clusters Score -1676452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1676476.375000 Penalty: 4691.081543
	Iteration 27Q: 3 clusters Score -1676476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1676502.875000 Penalty: 4691.081543
	Iteration 28Q: 3 clusters Score -1676503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1676526.375000 Penalty: 4691.081543
	Iteration 29Q: 3 clusters Score -1676526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1676544.750000 Penalty: 4691.081543
	Iteration 30Q: 3 clusters Score -1676545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1676569.500000 Penalty: 4691.081543
	Iteration 31Q: 3 clusters Score -1676570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1676582.000000 Penalty: 4691.081543
	Iteration 32Q: 3 clusters Score -1676582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1676591.750000 Penalty: 4691.081543
	Iteration 33Q: 3 clusters Score -1676592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1676602.625000 Penalty: 4691.081543
	Iteration 34Q: 3 clusters Score -1676603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1676613.000000 Penalty: 4691.081543
	Iteration 35Q: 3 clusters Score -1676613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1676617.500000 Penalty: 4691.081543
	Iteration 36Q: 3 clusters Score -1676618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1676615.125000 Penalty: 4691.081543
	Iteration 37Q: 3 clusters Score -1676615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1676615.125000 Penalty: 4691.081543
	Iteration 38F: 3 clusters Score -1676615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (151985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151985 members 
Entering Unmasked Estep 
Score: -20880874.000000 Penalty: 2959.020996
	Iteration 0F: 2 clusters Score -2.088087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75985 members 
Mstep: Class 2 contains 76000 members 
Entering Unmasked Estep 
Score: -20780080.000000 Penalty: 5918.041992
	Iteration 0F: 3 clusters Score -2.078008e+07 nChanged 72661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75876 members 
Mstep: Class 2 contains 76109 members 
Entering Unmasked Estep 
Score: -20822176.000000 Penalty: 5918.041992
	Iteration 1F: 3 clusters Score -2.082218e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76220 members 
Mstep: Class 2 contains 75765 members 
Entering Unmasked Estep 
Score: -20823442.000000 Penalty: 5918.041992
	Iteration 2Q: 3 clusters Score -2.082344e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76915 members 
Mstep: Class 2 contains 75070 members 
Entering Unmasked Estep 
Score: -20825096.000000 Penalty: 5918.041992
	Iteration 3Q: 3 clusters Score -2.08251e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78214 members 
Mstep: Class 2 contains 73771 members 
Entering Unmasked Estep 
Score: -20827318.000000 Penalty: 5918.041992
	Iteration 4Q: 3 clusters Score -2.082732e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80589 members 
Mstep: Class 2 contains 71396 members 
Entering Unmasked Estep 
Score: -20830306.000000 Penalty: 5918.041992
	Iteration 5Q: 3 clusters Score -2.083031e+07 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84159 members 
Mstep: Class 2 contains 67826 members 
Entering Unmasked Estep 
Score: -20835182.000000 Penalty: 5918.041992
	Iteration 6F: 3 clusters Score -2.083518e+07 nChanged 10138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89079 members 
Mstep: Class 2 contains 62906 members 
Entering Unmasked Estep 
Score: -20842388.000000 Penalty: 5918.041992
	Iteration 7F: 3 clusters Score -2.084239e+07 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94479 members 
Mstep: Class 2 contains 57506 members 
Entering Unmasked Estep 
Score: -20851832.000000 Penalty: 5918.041992
	Iteration 8F: 3 clusters Score -2.085183e+07 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98879 members 
Mstep: Class 2 contains 53106 members 
Entering Unmasked Estep 
Score: -20859894.000000 Penalty: 5918.041992
	Iteration 9F: 3 clusters Score -2.085989e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101766 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -20863528.000000 Penalty: 5918.041992
	Iteration 10Q: 3 clusters Score -2.086353e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103920 members 
Mstep: Class 2 contains 48065 members 
Entering Unmasked Estep 
Score: -20865058.000000 Penalty: 5918.041992
	Iteration 11Q: 3 clusters Score -2.086506e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105833 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -20866074.000000 Penalty: 5918.041992
	Iteration 12Q: 3 clusters Score -2.086607e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107618 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -20866836.000000 Penalty: 5918.041992
	Iteration 13Q: 3 clusters Score -2.086684e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109344 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -20867466.000000 Penalty: 5918.041992
	Iteration 14Q: 3 clusters Score -2.086747e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111063 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -20868192.000000 Penalty: 5918.041992
	Iteration 15Q: 3 clusters Score -2.086819e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112708 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -20868778.000000 Penalty: 5918.041992
	Iteration 16Q: 3 clusters Score -2.086878e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114294 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -20869370.000000 Penalty: 5918.041992
	Iteration 17Q: 3 clusters Score -2.086937e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115853 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -20869850.000000 Penalty: 5918.041992
	Iteration 18Q: 3 clusters Score -2.086985e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117339 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -20870326.000000 Penalty: 5918.041992
	Iteration 19Q: 3 clusters Score -2.087033e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118868 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -20870796.000000 Penalty: 5918.041992
	Iteration 20F: 3 clusters Score -2.08708e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120378 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -20871252.000000 Penalty: 5918.041992
	Iteration 21Q: 3 clusters Score -2.087125e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121910 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -20871736.000000 Penalty: 5918.041992
	Iteration 22Q: 3 clusters Score -2.087174e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123379 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -20872054.000000 Penalty: 5918.041992
	Iteration 23Q: 3 clusters Score -2.087205e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124924 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -20872440.000000 Penalty: 5918.041992
	Iteration 24Q: 3 clusters Score -2.087244e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126447 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -20872946.000000 Penalty: 5918.041992
	Iteration 25Q: 3 clusters Score -2.087295e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127902 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -20873312.000000 Penalty: 5918.041992
	Iteration 26Q: 3 clusters Score -2.087331e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129343 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -20873704.000000 Penalty: 5918.041992
	Iteration 27Q: 3 clusters Score -2.08737e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130742 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -20874218.000000 Penalty: 5918.041992
	Iteration 28Q: 3 clusters Score -2.087422e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132072 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -20874622.000000 Penalty: 5918.041992
	Iteration 29Q: 3 clusters Score -2.087462e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133321 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -20875016.000000 Penalty: 5918.041992
	Iteration 30Q: 3 clusters Score -2.087502e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134582 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -20875440.000000 Penalty: 5918.041992
	Iteration 31Q: 3 clusters Score -2.087544e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135870 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -20875862.000000 Penalty: 5918.041992
	Iteration 32Q: 3 clusters Score -2.087586e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137193 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -20876328.000000 Penalty: 5918.041992
	Iteration 33Q: 3 clusters Score -2.087633e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138383 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -20876730.000000 Penalty: 5918.041992
	Iteration 34Q: 3 clusters Score -2.087673e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139549 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -20877060.000000 Penalty: 5918.041992
	Iteration 35Q: 3 clusters Score -2.087706e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140648 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -20877314.000000 Penalty: 5918.041992
	Iteration 36Q: 3 clusters Score -2.087731e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141669 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -20877576.000000 Penalty: 5918.041992
	Iteration 37Q: 3 clusters Score -2.087758e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142626 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -20877732.000000 Penalty: 5918.041992
	Iteration 38Q: 3 clusters Score -2.087773e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143486 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -20878020.000000 Penalty: 5918.041992
	Iteration 39Q: 3 clusters Score -2.087802e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144289 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -20878160.000000 Penalty: 5918.041992
	Iteration 40F: 3 clusters Score -2.087816e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145040 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -20878396.000000 Penalty: 5918.041992
	Iteration 41Q: 3 clusters Score -2.08784e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145749 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -20878608.000000 Penalty: 5918.041992
	Iteration 42Q: 3 clusters Score -2.087861e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146383 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -20878692.000000 Penalty: 5918.041992
	Iteration 43Q: 3 clusters Score -2.087869e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146910 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -20878756.000000 Penalty: 5918.041992
	Iteration 44Q: 3 clusters Score -2.087876e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147383 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -20878864.000000 Penalty: 5918.041992
	Iteration 45Q: 3 clusters Score -2.087886e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147784 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -20878964.000000 Penalty: 5918.041992
	Iteration 46Q: 3 clusters Score -2.087896e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148138 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -20879030.000000 Penalty: 5918.041992
	Iteration 47Q: 3 clusters Score -2.087903e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148439 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -20879032.000000 Penalty: 5918.041992
	Iteration 48Q: 3 clusters Score -2.087903e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148699 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -20879066.000000 Penalty: 5918.041992
	Iteration 49Q: 3 clusters Score -2.087907e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148915 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -20879076.000000 Penalty: 5918.041992
	Iteration 50Q: 3 clusters Score -2.087908e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149105 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -20879070.000000 Penalty: 5918.041992
	Iteration 51Q: 3 clusters Score -2.087907e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149251 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -20879050.000000 Penalty: 5918.041992
	Iteration 52Q: 3 clusters Score -2.087905e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149366 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -20879004.000000 Penalty: 5918.041992
	Iteration 53Q: 3 clusters Score -2.0879e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149470 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -20879034.000000 Penalty: 5918.041992
	Iteration 54Q: 3 clusters Score -2.087903e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149550 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -20879044.000000 Penalty: 5918.041992
	Iteration 55Q: 3 clusters Score -2.087904e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149621 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -20879072.000000 Penalty: 5918.041992
	Iteration 56Q: 3 clusters Score -2.087907e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149686 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -20879084.000000 Penalty: 5918.041992
	Iteration 57Q: 3 clusters Score -2.087908e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149744 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -20879102.000000 Penalty: 5918.041992
	Iteration 58Q: 3 clusters Score -2.08791e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149791 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -20879106.000000 Penalty: 5918.041992
	Iteration 59Q: 3 clusters Score -2.087911e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149831 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -20879122.000000 Penalty: 5918.041992
	Iteration 60F: 3 clusters Score -2.087912e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149861 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -20879132.000000 Penalty: 5918.041992
	Iteration 61Q: 3 clusters Score -2.087913e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149888 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -20879134.000000 Penalty: 5918.041992
	Iteration 62Q: 3 clusters Score -2.087913e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149930 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -20879126.000000 Penalty: 5918.041992
	Iteration 63Q: 3 clusters Score -2.087913e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149963 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -20879140.000000 Penalty: 5918.041992
	Iteration 64Q: 3 clusters Score -2.087914e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149997 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -20879130.000000 Penalty: 5918.041992
	Iteration 65Q: 3 clusters Score -2.087913e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150031 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -20879118.000000 Penalty: 5918.041992
	Iteration 66Q: 3 clusters Score -2.087912e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150059 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -20879118.000000 Penalty: 5918.041992
	Iteration 67Q: 3 clusters Score -2.087912e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150079 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -20879106.000000 Penalty: 5918.041992
	Iteration 68Q: 3 clusters Score -2.087911e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150096 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -20879108.000000 Penalty: 5918.041992
	Iteration 69Q: 3 clusters Score -2.087911e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150111 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -20879100.000000 Penalty: 5918.041992
	Iteration 70Q: 3 clusters Score -2.08791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150124 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -20879094.000000 Penalty: 5918.041992
	Iteration 71Q: 3 clusters Score -2.087909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150132 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -20879096.000000 Penalty: 5918.041992
	Iteration 72Q: 3 clusters Score -2.08791e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150141 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -20879112.000000 Penalty: 5918.041992
	Iteration 73Q: 3 clusters Score -2.087911e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150151 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -20879106.000000 Penalty: 5918.041992
	Iteration 74Q: 3 clusters Score -2.087911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150159 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -20879110.000000 Penalty: 5918.041992
	Iteration 75Q: 3 clusters Score -2.087911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150163 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -20879110.000000 Penalty: 5918.041992
	Iteration 76Q: 3 clusters Score -2.087911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150173 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -20879100.000000 Penalty: 5918.041992
	Iteration 77Q: 3 clusters Score -2.08791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150180 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -20879092.000000 Penalty: 5918.041992
	Iteration 78Q: 3 clusters Score -2.087909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150189 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -20879096.000000 Penalty: 5918.041992
	Iteration 79Q: 3 clusters Score -2.08791e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150202 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -20879096.000000 Penalty: 5918.041992
	Iteration 80F: 3 clusters Score -2.08791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150217 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -20879092.000000 Penalty: 5918.041992
	Iteration 81Q: 3 clusters Score -2.087909e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150231 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -20879102.000000 Penalty: 5918.041992
	Iteration 82Q: 3 clusters Score -2.08791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150240 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -20879112.000000 Penalty: 5918.041992
	Iteration 83Q: 3 clusters Score -2.087911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150247 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -20879104.000000 Penalty: 5918.041992
	Iteration 84Q: 3 clusters Score -2.08791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150253 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -20879084.000000 Penalty: 5918.041992
	Iteration 85Q: 3 clusters Score -2.087908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150260 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -20879090.000000 Penalty: 5918.041992
	Iteration 86Q: 3 clusters Score -2.087909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150266 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -20879096.000000 Penalty: 5918.041992
	Iteration 87Q: 3 clusters Score -2.08791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150272 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -20879096.000000 Penalty: 5918.041992
	Iteration 88Q: 3 clusters Score -2.08791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150275 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -20879096.000000 Penalty: 5918.041992
	Iteration 89Q: 3 clusters Score -2.08791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150276 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -20879098.000000 Penalty: 5918.041992
	Iteration 90Q: 3 clusters Score -2.08791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150276 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -20879098.000000 Penalty: 5918.041992
	Iteration 91F: 3 clusters Score -2.08791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Entering Unmasked Estep 
Score: -3325735.500000 Penalty: 2511.176270
	Iteration 0F: 2 clusters Score -3325736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -3308329.500000 Penalty: 5022.352539
	Iteration 0F: 3 clusters Score -3308330 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -3314860.500000 Penalty: 5022.352539
	Iteration 1F: 3 clusters Score -3314860 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -3316314.750000 Penalty: 5022.352539
	Iteration 2F: 3 clusters Score -3316315 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -3318200.750000 Penalty: 5022.352539
	Iteration 3F: 3 clusters Score -3318201 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -3320276.750000 Penalty: 5022.352539
	Iteration 4F: 3 clusters Score -3320277 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -3322113.750000 Penalty: 5022.352539
	Iteration 5F: 3 clusters Score -3322114 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -3323485.750000 Penalty: 5022.352539
	Iteration 6F: 3 clusters Score -3323486 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -3324251.750000 Penalty: 5022.352539
	Iteration 7Q: 3 clusters Score -3324252 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -3324608.750000 Penalty: 5022.352539
	Iteration 8Q: 3 clusters Score -3324609 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -3324797.750000 Penalty: 5022.352539
	Iteration 9Q: 3 clusters Score -3324798 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -3324909.500000 Penalty: 5022.352539
	Iteration 10Q: 3 clusters Score -3324910 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -3325014.250000 Penalty: 5022.352539
	Iteration 11Q: 3 clusters Score -3325014 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -3325078.750000 Penalty: 5022.352539
	Iteration 12Q: 3 clusters Score -3325079 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -3325127.000000 Penalty: 5022.352539
	Iteration 13Q: 3 clusters Score -3325127 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -3325193.500000 Penalty: 5022.352539
	Iteration 14Q: 3 clusters Score -3325194 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -3325249.500000 Penalty: 5022.352539
	Iteration 15Q: 3 clusters Score -3325250 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -3325311.000000 Penalty: 5022.352539
	Iteration 16Q: 3 clusters Score -3325311 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -3325367.000000 Penalty: 5022.352539
	Iteration 17Q: 3 clusters Score -3325367 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -3325413.250000 Penalty: 5022.352539
	Iteration 18Q: 3 clusters Score -3325413 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -3325463.250000 Penalty: 5022.352539
	Iteration 19Q: 3 clusters Score -3325463 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -3325515.000000 Penalty: 5022.352539
	Iteration 20F: 3 clusters Score -3325515 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -3325553.500000 Penalty: 5022.352539
	Iteration 21Q: 3 clusters Score -3325554 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -3325599.750000 Penalty: 5022.352539
	Iteration 22Q: 3 clusters Score -3325600 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -3325646.750000 Penalty: 5022.352539
	Iteration 23Q: 3 clusters Score -3325647 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -3325693.000000 Penalty: 5022.352539
	Iteration 24Q: 3 clusters Score -3325693 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -3325755.750000 Penalty: 5022.352539
	Iteration 25Q: 3 clusters Score -3325756 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -3325811.250000 Penalty: 5022.352539
	Iteration 26Q: 3 clusters Score -3325811 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -3325907.250000 Penalty: 5022.352539
	Iteration 27Q: 3 clusters Score -3325907 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -3325978.750000 Penalty: 5022.352539
	Iteration 28Q: 3 clusters Score -3325979 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -3326012.250000 Penalty: 5022.352539
	Iteration 29Q: 3 clusters Score -3326012 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -3326037.750000 Penalty: 5022.352539
	Iteration 30Q: 3 clusters Score -3326038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -3326048.000000 Penalty: 5022.352539
	Iteration 31Q: 3 clusters Score -3326048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -3326053.750000 Penalty: 5022.352539
	Iteration 32Q: 3 clusters Score -3326054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -3326053.250000 Penalty: 5022.352539
	Iteration 33Q: 3 clusters Score -3326053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -3326057.500000 Penalty: 5022.352539
	Iteration 34Q: 3 clusters Score -3326058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -3326051.750000 Penalty: 5022.352539
	Iteration 35Q: 3 clusters Score -3326052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -3326055.750000 Penalty: 5022.352539
	Iteration 36Q: 3 clusters Score -3326056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -3326063.000000 Penalty: 5022.352539
	Iteration 37Q: 3 clusters Score -3326063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -3326063.500000 Penalty: 5022.352539
	Iteration 38Q: 3 clusters Score -3326064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -3326066.000000 Penalty: 5022.352539
	Iteration 39Q: 3 clusters Score -3326066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -3326066.750000 Penalty: 5022.352539
	Iteration 40F: 3 clusters Score -3326067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -3326063.250000 Penalty: 5022.352539
	Iteration 41Q: 3 clusters Score -3326063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -3326067.750000 Penalty: 5022.352539
	Iteration 42Q: 3 clusters Score -3326068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -3326067.750000 Penalty: 5022.352539
	Iteration 43Q: 3 clusters Score -3326068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -3326069.750000 Penalty: 5022.352539
	Iteration 44Q: 3 clusters Score -3326070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -3326066.500000 Penalty: 5022.352539
	Iteration 45Q: 3 clusters Score -3326066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -3326069.750000 Penalty: 5022.352539
	Iteration 46Q: 3 clusters Score -3326070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -3326069.750000 Penalty: 5022.352539
	Iteration 47F: 3 clusters Score -3326070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 23091 members 
Mstep: Class 3 contains 151985 members 
Mstep: Class 4 contains 1886 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 17312 members 
Mstep: Class 10 contains 18485 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 15 contains 160901 members 
Mstep: Class 16 contains 185238 members 
Mstep: Class 17 contains 125824 members 
Mstep: Class 18 contains 16535 members 
Mstep: Class 19 contains 135535 members 
Entering Unmasked Estep 
Score: -116058768.000000 Penalty: 47436.613281
Splitting cluster 4 changes total score from -116058776.000000 to -116058768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (5464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Entering Unmasked Estep 
Score: -768452.875000 Penalty: 2134.272217
	Iteration 0F: 2 clusters Score -768452.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -763669.625000 Penalty: 4268.544434
	Iteration 0F: 3 clusters Score -763669.6 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -764828.000000 Penalty: 4268.544434
	Iteration 1F: 3 clusters Score -764828 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -765065.687500 Penalty: 4268.544434
	Iteration 2F: 3 clusters Score -765065.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -765289.437500 Penalty: 4268.544434
	Iteration 3F: 3 clusters Score -765289.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -765485.000000 Penalty: 4268.544434
	Iteration 4F: 3 clusters Score -765485 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -765672.500000 Penalty: 4268.544434
	Iteration 5Q: 3 clusters Score -765672.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -765856.437500 Penalty: 4268.544434
	Iteration 6Q: 3 clusters Score -765856.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -766023.000000 Penalty: 4268.544434
	Iteration 7Q: 3 clusters Score -766023 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -766172.687500 Penalty: 4268.544434
	Iteration 8Q: 3 clusters Score -766172.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -766342.250000 Penalty: 4268.544434
	Iteration 9Q: 3 clusters Score -766342.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -766514.312500 Penalty: 4268.544434
	Iteration 10Q: 3 clusters Score -766514.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -766644.500000 Penalty: 4268.544434
	Iteration 11Q: 3 clusters Score -766644.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -766741.812500 Penalty: 4268.544434
	Iteration 12Q: 3 clusters Score -766741.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -766822.187500 Penalty: 4268.544434
	Iteration 13Q: 3 clusters Score -766822.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -766883.875000 Penalty: 4268.544434
	Iteration 14Q: 3 clusters Score -766883.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -766932.250000 Penalty: 4268.544434
	Iteration 15Q: 3 clusters Score -766932.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -766963.875000 Penalty: 4268.544434
	Iteration 16Q: 3 clusters Score -766963.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -766985.312500 Penalty: 4268.544434
	Iteration 17Q: 3 clusters Score -766985.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -766995.000000 Penalty: 4268.544434
	Iteration 18Q: 3 clusters Score -766995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -767001.750000 Penalty: 4268.544434
	Iteration 19Q: 3 clusters Score -767001.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -767004.375000 Penalty: 4268.544434
	Iteration 20F: 3 clusters Score -767004.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -767006.000000 Penalty: 4268.544434
	Iteration 21Q: 3 clusters Score -767006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -767010.375000 Penalty: 4268.544434
	Iteration 22Q: 3 clusters Score -767010.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -767011.125000 Penalty: 4268.544434
	Iteration 23Q: 3 clusters Score -767011.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -767012.000000 Penalty: 4268.544434
	Iteration 24Q: 3 clusters Score -767012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -767012.687500 Penalty: 4268.544434
	Iteration 25Q: 3 clusters Score -767012.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -767013.125000 Penalty: 4268.544434
	Iteration 26Q: 3 clusters Score -767013.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -767014.062500 Penalty: 4268.544434
	Iteration 27Q: 3 clusters Score -767014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -767015.062500 Penalty: 4268.544434
	Iteration 28Q: 3 clusters Score -767015.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -767015.375000 Penalty: 4268.544434
	Iteration 29Q: 3 clusters Score -767015.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -767016.250000 Penalty: 4268.544434
	Iteration 30Q: 3 clusters Score -767016.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -767017.500000 Penalty: 4268.544434
	Iteration 31Q: 3 clusters Score -767017.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -767017.625000 Penalty: 4268.544434
	Iteration 32Q: 3 clusters Score -767017.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -767017.625000 Penalty: 4268.544434
	Iteration 33F: 3 clusters Score -767017.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Entering Unmasked Estep 
Score: -208224.203125 Penalty: 1848.051880
	Iteration 0F: 2 clusters Score -208224.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -205971.875000 Penalty: 3696.103760
	Iteration 0F: 3 clusters Score -205971.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -207548.343750 Penalty: 3696.103760
	Iteration 1F: 3 clusters Score -207548.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -210142.984375 Penalty: 3696.103760
	Iteration 2F: 3 clusters Score -210143 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -211546.093750 Penalty: 3696.103760
	Iteration 3F: 3 clusters Score -211546.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -212154.281250 Penalty: 3696.103760
	Iteration 4Q: 3 clusters Score -212154.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -213223.203125 Penalty: 3696.103760
	Iteration 5Q: 3 clusters Score -213223.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -213235.875000 Penalty: 3696.103760
	Iteration 6Q: 3 clusters Score -213235.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -213237.671875 Penalty: 3696.103760
	Iteration 7Q: 3 clusters Score -213237.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -213237.671875 Penalty: 3696.103760
	Iteration 8F: 3 clusters Score -213237.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 151985 members 
Mstep: Class 4 contains 24977 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 17312 members 
Mstep: Class 10 contains 18485 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 15 contains 160901 members 
Mstep: Class 16 contains 185238 members 
Mstep: Class 17 contains 125824 members 
Mstep: Class 18 contains 16535 members 
Mstep: Class 19 contains 135535 members 
Entering Unmasked Estep 
Score: -116063072.000000 Penalty: 47436.613281
Splitting cluster 6 changes total score from -116058776.000000 to -116063072.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 7 (17312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Entering Unmasked Estep 
Score: -2424508.500000 Penalty: 2420.270508
	Iteration 0F: 2 clusters Score -2424508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2412129.250000 Penalty: 4840.541016
	Iteration 0F: 3 clusters Score -2412129 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2416267.000000 Penalty: 4840.541016
	Iteration 1F: 3 clusters Score -2416267 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2416583.000000 Penalty: 4840.541016
	Iteration 2F: 3 clusters Score -2416583 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2416818.000000 Penalty: 4840.541016
	Iteration 3Q: 3 clusters Score -2416818 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2417039.750000 Penalty: 4840.541016
	Iteration 4Q: 3 clusters Score -2417040 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2417282.750000 Penalty: 4840.541016
	Iteration 5Q: 3 clusters Score -2417283 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2417573.500000 Penalty: 4840.541016
	Iteration 6Q: 3 clusters Score -2417574 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2417946.500000 Penalty: 4840.541016
	Iteration 7Q: 3 clusters Score -2417946 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2418431.500000 Penalty: 4840.541016
	Iteration 8Q: 3 clusters Score -2418432 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2419131.250000 Penalty: 4840.541016
	Iteration 9F: 3 clusters Score -2419131 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2419974.500000 Penalty: 4840.541016
	Iteration 10F: 3 clusters Score -2419974 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2420842.750000 Penalty: 4840.541016
	Iteration 11F: 3 clusters Score -2420843 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2421529.250000 Penalty: 4840.541016
	Iteration 12Q: 3 clusters Score -2421529 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2421919.000000 Penalty: 4840.541016
	Iteration 13Q: 3 clusters Score -2421919 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2422148.000000 Penalty: 4840.541016
	Iteration 14Q: 3 clusters Score -2422148 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2422252.000000 Penalty: 4840.541016
	Iteration 15Q: 3 clusters Score -2422252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2422325.750000 Penalty: 4840.541016
	Iteration 16Q: 3 clusters Score -2422326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2422368.000000 Penalty: 4840.541016
	Iteration 17Q: 3 clusters Score -2422368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2422390.500000 Penalty: 4840.541016
	Iteration 18Q: 3 clusters Score -2422390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2422397.000000 Penalty: 4840.541016
	Iteration 19Q: 3 clusters Score -2422397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2422402.500000 Penalty: 4840.541016
	Iteration 20F: 3 clusters Score -2422402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2422407.500000 Penalty: 4840.541016
	Iteration 21Q: 3 clusters Score -2422408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2422413.250000 Penalty: 4840.541016
	Iteration 22Q: 3 clusters Score -2422413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2422421.250000 Penalty: 4840.541016
	Iteration 23Q: 3 clusters Score -2422421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2422426.250000 Penalty: 4840.541016
	Iteration 24Q: 3 clusters Score -2422426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2422432.500000 Penalty: 4840.541016
	Iteration 25Q: 3 clusters Score -2422432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2422432.750000 Penalty: 4840.541016
	Iteration 26Q: 3 clusters Score -2422433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2422439.500000 Penalty: 4840.541016
	Iteration 27Q: 3 clusters Score -2422440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2422440.000000 Penalty: 4840.541016
	Iteration 28Q: 3 clusters Score -2422440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2422444.500000 Penalty: 4840.541016
	Iteration 29Q: 3 clusters Score -2422444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2422444.500000 Penalty: 4840.541016
	Iteration 30Q: 3 clusters Score -2422444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2422444.500000 Penalty: 4840.541016
	Iteration 31F: 3 clusters Score -2422444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Entering Unmasked Estep 
Score: -2599463.500000 Penalty: 2436.529297
	Iteration 0F: 2 clusters Score -2599464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2586258.250000 Penalty: 4873.058594
	Iteration 0F: 3 clusters Score -2586258 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2590696.250000 Penalty: 4873.058594
	Iteration 1F: 3 clusters Score -2590696 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2591052.750000 Penalty: 4873.058594
	Iteration 2F: 3 clusters Score -2591053 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2591325.750000 Penalty: 4873.058594
	Iteration 3Q: 3 clusters Score -2591326 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2591508.250000 Penalty: 4873.058594
	Iteration 4Q: 3 clusters Score -2591508 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2591683.250000 Penalty: 4873.058594
	Iteration 5Q: 3 clusters Score -2591683 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2591850.750000 Penalty: 4873.058594
	Iteration 6Q: 3 clusters Score -2591851 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2592007.250000 Penalty: 4873.058594
	Iteration 7Q: 3 clusters Score -2592007 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2592193.500000 Penalty: 4873.058594
	Iteration 8Q: 3 clusters Score -2592194 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2592441.500000 Penalty: 4873.058594
	Iteration 9Q: 3 clusters Score -2592442 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2592789.500000 Penalty: 4873.058594
	Iteration 10Q: 3 clusters Score -2592790 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2593293.750000 Penalty: 4873.058594
	Iteration 11Q: 3 clusters Score -2593294 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2593928.000000 Penalty: 4873.058594
	Iteration 12Q: 3 clusters Score -2593928 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2594620.250000 Penalty: 4873.058594
	Iteration 13F: 3 clusters Score -2594620 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2595212.750000 Penalty: 4873.058594
	Iteration 14Q: 3 clusters Score -2595213 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2595576.000000 Penalty: 4873.058594
	Iteration 15Q: 3 clusters Score -2595576 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2595749.750000 Penalty: 4873.058594
	Iteration 16Q: 3 clusters Score -2595750 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2595821.500000 Penalty: 4873.058594
	Iteration 17Q: 3 clusters Score -2595822 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -2595883.250000 Penalty: 4873.058594
	Iteration 18Q: 3 clusters Score -2595883 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2595915.250000 Penalty: 4873.058594
	Iteration 19Q: 3 clusters Score -2595915 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2595964.000000 Penalty: 4873.058594
	Iteration 20F: 3 clusters Score -2595964 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2596002.000000 Penalty: 4873.058594
	Iteration 21Q: 3 clusters Score -2596002 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2596023.750000 Penalty: 4873.058594
	Iteration 22Q: 3 clusters Score -2596024 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2596058.750000 Penalty: 4873.058594
	Iteration 23Q: 3 clusters Score -2596059 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2596069.000000 Penalty: 4873.058594
	Iteration 24Q: 3 clusters Score -2596069 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2596091.000000 Penalty: 4873.058594
	Iteration 25Q: 3 clusters Score -2596091 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2596114.250000 Penalty: 4873.058594
	Iteration 26Q: 3 clusters Score -2596114 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2596139.500000 Penalty: 4873.058594
	Iteration 27Q: 3 clusters Score -2596140 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2596158.750000 Penalty: 4873.058594
	Iteration 28Q: 3 clusters Score -2596159 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2596169.750000 Penalty: 4873.058594
	Iteration 29Q: 3 clusters Score -2596170 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2596181.000000 Penalty: 4873.058594
	Iteration 30Q: 3 clusters Score -2596181 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2596198.750000 Penalty: 4873.058594
	Iteration 31Q: 3 clusters Score -2596199 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2596222.000000 Penalty: 4873.058594
	Iteration 32Q: 3 clusters Score -2596222 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2596240.750000 Penalty: 4873.058594
	Iteration 33Q: 3 clusters Score -2596241 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2596239.750000 Penalty: 4873.058594
	Iteration 34Q: 3 clusters Score -2596240 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2596251.750000 Penalty: 4873.058594
	Iteration 35Q: 3 clusters Score -2596252 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2596253.750000 Penalty: 4873.058594
	Iteration 36Q: 3 clusters Score -2596254 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2596263.500000 Penalty: 4873.058594
	Iteration 37Q: 3 clusters Score -2596264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2596268.500000 Penalty: 4873.058594
	Iteration 38Q: 3 clusters Score -2596268 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2596286.750000 Penalty: 4873.058594
	Iteration 39Q: 3 clusters Score -2596287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2596297.250000 Penalty: 4873.058594
	Iteration 40F: 3 clusters Score -2596297 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2596299.750000 Penalty: 4873.058594
	Iteration 41Q: 3 clusters Score -2596300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2596311.250000 Penalty: 4873.058594
	Iteration 42Q: 3 clusters Score -2596311 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2596308.750000 Penalty: 4873.058594
	Iteration 43Q: 3 clusters Score -2596309 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2596311.250000 Penalty: 4873.058594
	Iteration 44Q: 3 clusters Score -2596311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2596318.500000 Penalty: 4873.058594
	Iteration 45Q: 3 clusters Score -2596318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2596325.500000 Penalty: 4873.058594
	Iteration 46Q: 3 clusters Score -2596326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2596320.750000 Penalty: 4873.058594
	Iteration 47Q: 3 clusters Score -2596321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2596323.000000 Penalty: 4873.058594
	Iteration 48Q: 3 clusters Score -2596323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2596323.000000 Penalty: 4873.058594
	Iteration 49Q: 3 clusters Score -2596323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2596322.750000 Penalty: 4873.058594
	Iteration 50Q: 3 clusters Score -2596323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2596323.250000 Penalty: 4873.058594
	Iteration 51Q: 3 clusters Score -2596323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2596322.000000 Penalty: 4873.058594
	Iteration 52Q: 3 clusters Score -2596322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2596326.500000 Penalty: 4873.058594
	Iteration 53Q: 3 clusters Score -2596326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2596326.250000 Penalty: 4873.058594
	Iteration 54Q: 3 clusters Score -2596326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2596324.000000 Penalty: 4873.058594
	Iteration 55Q: 3 clusters Score -2596324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2596328.750000 Penalty: 4873.058594
	Iteration 56Q: 3 clusters Score -2596329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2596331.250000 Penalty: 4873.058594
	Iteration 57Q: 3 clusters Score -2596331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2596331.250000 Penalty: 4873.058594
	Iteration 58Q: 3 clusters Score -2596331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2596331.500000 Penalty: 4873.058594
	Iteration 59Q: 3 clusters Score -2596332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2596334.250000 Penalty: 4873.058594
	Iteration 60F: 3 clusters Score -2596334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2596334.000000 Penalty: 4873.058594
	Iteration 61Q: 3 clusters Score -2596334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2596333.500000 Penalty: 4873.058594
	Iteration 62Q: 3 clusters Score -2596334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2596332.000000 Penalty: 4873.058594
	Iteration 63Q: 3 clusters Score -2596332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2596332.500000 Penalty: 4873.058594
	Iteration 64Q: 3 clusters Score -2596332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2596333.000000 Penalty: 4873.058594
	Iteration 65Q: 3 clusters Score -2596333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2596335.250000 Penalty: 4873.058594
	Iteration 66Q: 3 clusters Score -2596335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2596333.250000 Penalty: 4873.058594
	Iteration 67Q: 3 clusters Score -2596333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2596335.250000 Penalty: 4873.058594
	Iteration 68Q: 3 clusters Score -2596335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2596335.500000 Penalty: 4873.058594
	Iteration 69Q: 3 clusters Score -2596336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2596333.250000 Penalty: 4873.058594
	Iteration 70Q: 3 clusters Score -2596333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2596335.000000 Penalty: 4873.058594
	Iteration 71Q: 3 clusters Score -2596335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2596334.500000 Penalty: 4873.058594
	Iteration 72Q: 3 clusters Score -2596334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2596338.250000 Penalty: 4873.058594
	Iteration 73Q: 3 clusters Score -2596338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2596339.250000 Penalty: 4873.058594
	Iteration 74Q: 3 clusters Score -2596339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2596338.250000 Penalty: 4873.058594
	Iteration 75Q: 3 clusters Score -2596338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2596337.000000 Penalty: 4873.058594
	Iteration 76Q: 3 clusters Score -2596337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2596337.500000 Penalty: 4873.058594
	Iteration 77Q: 3 clusters Score -2596338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2596342.250000 Penalty: 4873.058594
	Iteration 78Q: 3 clusters Score -2596342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2596342.250000 Penalty: 4873.058594
	Iteration 79Q: 3 clusters Score -2596342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2596345.000000 Penalty: 4873.058594
	Iteration 80F: 3 clusters Score -2596345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2596344.500000 Penalty: 4873.058594
	Iteration 81Q: 3 clusters Score -2596344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2596340.250000 Penalty: 4873.058594
	Iteration 82Q: 3 clusters Score -2596340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2596338.500000 Penalty: 4873.058594
	Iteration 83Q: 3 clusters Score -2596338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2596335.750000 Penalty: 4873.058594
	Iteration 84Q: 3 clusters Score -2596336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2596341.750000 Penalty: 4873.058594
	Iteration 85Q: 3 clusters Score -2596342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2596345.750000 Penalty: 4873.058594
	Iteration 86Q: 3 clusters Score -2596346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2596348.500000 Penalty: 4873.058594
	Iteration 87Q: 3 clusters Score -2596348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2596350.500000 Penalty: 4873.058594
	Iteration 88Q: 3 clusters Score -2596350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2596347.250000 Penalty: 4873.058594
	Iteration 89Q: 3 clusters Score -2596347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2596351.250000 Penalty: 4873.058594
	Iteration 90Q: 3 clusters Score -2596351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2596353.500000 Penalty: 4873.058594
	Iteration 91Q: 3 clusters Score -2596354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2596357.500000 Penalty: 4873.058594
	Iteration 92Q: 3 clusters Score -2596358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2596356.500000 Penalty: 4873.058594
	Iteration 93Q: 3 clusters Score -2596356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2596364.000000 Penalty: 4873.058594
	Iteration 94Q: 3 clusters Score -2596364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2596359.000000 Penalty: 4873.058594
	Iteration 95Q: 3 clusters Score -2596359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2596364.500000 Penalty: 4873.058594
	Iteration 96Q: 3 clusters Score -2596364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2596364.250000 Penalty: 4873.058594
	Iteration 97Q: 3 clusters Score -2596364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2596366.000000 Penalty: 4873.058594
	Iteration 98Q: 3 clusters Score -2596366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2596369.500000 Penalty: 4873.058594
	Iteration 99Q: 3 clusters Score -2596370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2596372.250000 Penalty: 4873.058594
	Iteration 100F: 3 clusters Score -2596372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2596371.000000 Penalty: 4873.058594
	Iteration 101Q: 3 clusters Score -2596371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2596376.000000 Penalty: 4873.058594
	Iteration 102Q: 3 clusters Score -2596376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2596378.250000 Penalty: 4873.058594
	Iteration 103Q: 3 clusters Score -2596378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2596380.750000 Penalty: 4873.058594
	Iteration 104Q: 3 clusters Score -2596381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2596381.750000 Penalty: 4873.058594
	Iteration 105Q: 3 clusters Score -2596382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2596385.250000 Penalty: 4873.058594
	Iteration 106Q: 3 clusters Score -2596385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2596382.000000 Penalty: 4873.058594
	Iteration 107Q: 3 clusters Score -2596382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2596382.750000 Penalty: 4873.058594
	Iteration 108Q: 3 clusters Score -2596383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2596382.500000 Penalty: 4873.058594
	Iteration 109Q: 3 clusters Score -2596382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2596388.000000 Penalty: 4873.058594
	Iteration 110Q: 3 clusters Score -2596388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2596385.750000 Penalty: 4873.058594
	Iteration 111Q: 3 clusters Score -2596386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2596391.000000 Penalty: 4873.058594
	Iteration 112Q: 3 clusters Score -2596391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2596393.750000 Penalty: 4873.058594
	Iteration 113Q: 3 clusters Score -2596394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2596395.250000 Penalty: 4873.058594
	Iteration 114Q: 3 clusters Score -2596395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2596396.750000 Penalty: 4873.058594
	Iteration 115Q: 3 clusters Score -2596397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2596398.750000 Penalty: 4873.058594
	Iteration 116Q: 3 clusters Score -2596399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2596401.500000 Penalty: 4873.058594
	Iteration 117Q: 3 clusters Score -2596402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2596406.250000 Penalty: 4873.058594
	Iteration 118Q: 3 clusters Score -2596406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2596398.000000 Penalty: 4873.058594
	Iteration 119Q: 3 clusters Score -2596398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2596401.750000 Penalty: 4873.058594
	Iteration 120F: 3 clusters Score -2596402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2596402.000000 Penalty: 4873.058594
	Iteration 121Q: 3 clusters Score -2596402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2596403.750000 Penalty: 4873.058594
	Iteration 122Q: 3 clusters Score -2596404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2596409.250000 Penalty: 4873.058594
	Iteration 123Q: 3 clusters Score -2596409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2596406.750000 Penalty: 4873.058594
	Iteration 124Q: 3 clusters Score -2596407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2596411.000000 Penalty: 4873.058594
	Iteration 125Q: 3 clusters Score -2596411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2596411.750000 Penalty: 4873.058594
	Iteration 126Q: 3 clusters Score -2596412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2596415.500000 Penalty: 4873.058594
	Iteration 127Q: 3 clusters Score -2596416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2596420.750000 Penalty: 4873.058594
	Iteration 128Q: 3 clusters Score -2596421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2596416.750000 Penalty: 4873.058594
	Iteration 129Q: 3 clusters Score -2596417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2596424.000000 Penalty: 4873.058594
	Iteration 130Q: 3 clusters Score -2596424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2596426.500000 Penalty: 4873.058594
	Iteration 131Q: 3 clusters Score -2596426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2596426.500000 Penalty: 4873.058594
	Iteration 132Q: 3 clusters Score -2596426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2596426.500000 Penalty: 4873.058594
	Iteration 133Q: 3 clusters Score -2596426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2596426.500000 Penalty: 4873.058594
	Iteration 134Q: 3 clusters Score -2596426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2596428.250000 Penalty: 4873.058594
	Iteration 135Q: 3 clusters Score -2596428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2596428.750000 Penalty: 4873.058594
	Iteration 136Q: 3 clusters Score -2596429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2596430.250000 Penalty: 4873.058594
	Iteration 137Q: 3 clusters Score -2596430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2596428.250000 Penalty: 4873.058594
	Iteration 138Q: 3 clusters Score -2596428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2596432.000000 Penalty: 4873.058594
	Iteration 139Q: 3 clusters Score -2596432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2596436.750000 Penalty: 4873.058594
	Iteration 140F: 3 clusters Score -2596437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2596440.250000 Penalty: 4873.058594
	Iteration 141Q: 3 clusters Score -2596440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2596440.750000 Penalty: 4873.058594
	Iteration 142Q: 3 clusters Score -2596441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2596446.500000 Penalty: 4873.058594
	Iteration 143Q: 3 clusters Score -2596446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2596445.500000 Penalty: 4873.058594
	Iteration 144Q: 3 clusters Score -2596446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2596448.500000 Penalty: 4873.058594
	Iteration 145Q: 3 clusters Score -2596448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2596454.500000 Penalty: 4873.058594
	Iteration 146Q: 3 clusters Score -2596454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2596458.750000 Penalty: 4873.058594
	Iteration 147Q: 3 clusters Score -2596459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2596459.000000 Penalty: 4873.058594
	Iteration 148Q: 3 clusters Score -2596459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2596465.000000 Penalty: 4873.058594
	Iteration 149Q: 3 clusters Score -2596465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2596463.500000 Penalty: 4873.058594
	Iteration 150Q: 3 clusters Score -2596464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2596470.500000 Penalty: 4873.058594
	Iteration 151Q: 3 clusters Score -2596470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2596472.750000 Penalty: 4873.058594
	Iteration 152Q: 3 clusters Score -2596473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2596471.250000 Penalty: 4873.058594
	Iteration 153Q: 3 clusters Score -2596471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2596470.500000 Penalty: 4873.058594
	Iteration 154Q: 3 clusters Score -2596470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2596471.000000 Penalty: 4873.058594
	Iteration 155Q: 3 clusters Score -2596471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2596470.000000 Penalty: 4873.058594
	Iteration 156Q: 3 clusters Score -2596470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2596477.000000 Penalty: 4873.058594
	Iteration 157Q: 3 clusters Score -2596477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2596477.500000 Penalty: 4873.058594
	Iteration 158Q: 3 clusters Score -2596478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2596478.500000 Penalty: 4873.058594
	Iteration 159Q: 3 clusters Score -2596478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2596482.250000 Penalty: 4873.058594
	Iteration 160F: 3 clusters Score -2596482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2596481.000000 Penalty: 4873.058594
	Iteration 161Q: 3 clusters Score -2596481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2596472.250000 Penalty: 4873.058594
	Iteration 162Q: 3 clusters Score -2596472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2596480.250000 Penalty: 4873.058594
	Iteration 163Q: 3 clusters Score -2596480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2596482.250000 Penalty: 4873.058594
	Iteration 164Q: 3 clusters Score -2596482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2596481.000000 Penalty: 4873.058594
	Iteration 165Q: 3 clusters Score -2596481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2596483.750000 Penalty: 4873.058594
	Iteration 166Q: 3 clusters Score -2596484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2596490.750000 Penalty: 4873.058594
	Iteration 167Q: 3 clusters Score -2596491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2596495.000000 Penalty: 4873.058594
	Iteration 168Q: 3 clusters Score -2596495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2596496.500000 Penalty: 4873.058594
	Iteration 169Q: 3 clusters Score -2596496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2596500.500000 Penalty: 4873.058594
	Iteration 170Q: 3 clusters Score -2596500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2596505.000000 Penalty: 4873.058594
	Iteration 171Q: 3 clusters Score -2596505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2596507.750000 Penalty: 4873.058594
	Iteration 172Q: 3 clusters Score -2596508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2596513.000000 Penalty: 4873.058594
	Iteration 173Q: 3 clusters Score -2596513 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2596513.500000 Penalty: 4873.058594
	Iteration 174Q: 3 clusters Score -2596514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2596524.750000 Penalty: 4873.058594
	Iteration 175Q: 3 clusters Score -2596525 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2596526.000000 Penalty: 4873.058594
	Iteration 176Q: 3 clusters Score -2596526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2596524.250000 Penalty: 4873.058594
	Iteration 177Q: 3 clusters Score -2596524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2596528.750000 Penalty: 4873.058594
	Iteration 178Q: 3 clusters Score -2596529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2596540.500000 Penalty: 4873.058594
	Iteration 179Q: 3 clusters Score -2596540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2596544.750000 Penalty: 4873.058594
	Iteration 180F: 3 clusters Score -2596545 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2596545.000000 Penalty: 4873.058594
	Iteration 181Q: 3 clusters Score -2596545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2596548.000000 Penalty: 4873.058594
	Iteration 182Q: 3 clusters Score -2596548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2596559.000000 Penalty: 4873.058594
	Iteration 183Q: 3 clusters Score -2596559 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2596565.000000 Penalty: 4873.058594
	Iteration 184Q: 3 clusters Score -2596565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2596563.000000 Penalty: 4873.058594
	Iteration 185Q: 3 clusters Score -2596563 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2596570.750000 Penalty: 4873.058594
	Iteration 186Q: 3 clusters Score -2596571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2596576.000000 Penalty: 4873.058594
	Iteration 187Q: 3 clusters Score -2596576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2596583.750000 Penalty: 4873.058594
	Iteration 188Q: 3 clusters Score -2596584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2596592.000000 Penalty: 4873.058594
	Iteration 189Q: 3 clusters Score -2596592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2596594.000000 Penalty: 4873.058594
	Iteration 190Q: 3 clusters Score -2596594 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2596598.750000 Penalty: 4873.058594
	Iteration 191Q: 3 clusters Score -2596599 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2596601.250000 Penalty: 4873.058594
	Iteration 192Q: 3 clusters Score -2596601 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2596613.250000 Penalty: 4873.058594
	Iteration 193Q: 3 clusters Score -2596613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2596622.500000 Penalty: 4873.058594
	Iteration 194Q: 3 clusters Score -2596622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2596631.500000 Penalty: 4873.058594
	Iteration 195Q: 3 clusters Score -2596632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2596636.500000 Penalty: 4873.058594
	Iteration 196Q: 3 clusters Score -2596636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2596643.750000 Penalty: 4873.058594
	Iteration 197Q: 3 clusters Score -2596644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2596648.750000 Penalty: 4873.058594
	Iteration 198Q: 3 clusters Score -2596649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2596648.750000 Penalty: 4873.058594
	Iteration 199Q: 3 clusters Score -2596649 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2596658.750000 Penalty: 4873.058594
	Iteration 200F: 3 clusters Score -2596659 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2596673.250000 Penalty: 4873.058594
	Iteration 201Q: 3 clusters Score -2596673 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2596678.250000 Penalty: 4873.058594
	Iteration 202Q: 3 clusters Score -2596678 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2596704.250000 Penalty: 4873.058594
	Iteration 203Q: 3 clusters Score -2596704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2596719.000000 Penalty: 4873.058594
	Iteration 204Q: 3 clusters Score -2596719 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2596731.500000 Penalty: 4873.058594
	Iteration 205Q: 3 clusters Score -2596732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2596745.500000 Penalty: 4873.058594
	Iteration 206Q: 3 clusters Score -2596746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2596752.000000 Penalty: 4873.058594
	Iteration 207Q: 3 clusters Score -2596752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2596757.750000 Penalty: 4873.058594
	Iteration 208Q: 3 clusters Score -2596758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2596766.750000 Penalty: 4873.058594
	Iteration 209Q: 3 clusters Score -2596767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2596770.500000 Penalty: 4873.058594
	Iteration 210Q: 3 clusters Score -2596770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2596772.250000 Penalty: 4873.058594
	Iteration 211Q: 3 clusters Score -2596772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2596779.250000 Penalty: 4873.058594
	Iteration 212Q: 3 clusters Score -2596779 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2596787.500000 Penalty: 4873.058594
	Iteration 213Q: 3 clusters Score -2596788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2596791.000000 Penalty: 4873.058594
	Iteration 214Q: 3 clusters Score -2596791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2596802.000000 Penalty: 4873.058594
	Iteration 215Q: 3 clusters Score -2596802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2596808.750000 Penalty: 4873.058594
	Iteration 216Q: 3 clusters Score -2596809 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2596813.500000 Penalty: 4873.058594
	Iteration 217Q: 3 clusters Score -2596814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2596819.250000 Penalty: 4873.058594
	Iteration 218Q: 3 clusters Score -2596819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2596824.750000 Penalty: 4873.058594
	Iteration 219Q: 3 clusters Score -2596825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2596829.500000 Penalty: 4873.058594
	Iteration 220F: 3 clusters Score -2596830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2596834.000000 Penalty: 4873.058594
	Iteration 221Q: 3 clusters Score -2596834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2596834.750000 Penalty: 4873.058594
	Iteration 222Q: 3 clusters Score -2596835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2596840.500000 Penalty: 4873.058594
	Iteration 223Q: 3 clusters Score -2596840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2596843.500000 Penalty: 4873.058594
	Iteration 224Q: 3 clusters Score -2596844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2596850.500000 Penalty: 4873.058594
	Iteration 225Q: 3 clusters Score -2596850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2596848.500000 Penalty: 4873.058594
	Iteration 226Q: 3 clusters Score -2596848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2596849.500000 Penalty: 4873.058594
	Iteration 227Q: 3 clusters Score -2596850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2596849.000000 Penalty: 4873.058594
	Iteration 228Q: 3 clusters Score -2596849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2596853.500000 Penalty: 4873.058594
	Iteration 229Q: 3 clusters Score -2596854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2596855.750000 Penalty: 4873.058594
	Iteration 230Q: 3 clusters Score -2596856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2596857.500000 Penalty: 4873.058594
	Iteration 231Q: 3 clusters Score -2596858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2596862.500000 Penalty: 4873.058594
	Iteration 232Q: 3 clusters Score -2596862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2596862.250000 Penalty: 4873.058594
	Iteration 233Q: 3 clusters Score -2596862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2596861.000000 Penalty: 4873.058594
	Iteration 234Q: 3 clusters Score -2596861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2596864.250000 Penalty: 4873.058594
	Iteration 235Q: 3 clusters Score -2596864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2596866.000000 Penalty: 4873.058594
	Iteration 236Q: 3 clusters Score -2596866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2596864.750000 Penalty: 4873.058594
	Iteration 237Q: 3 clusters Score -2596865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2596865.500000 Penalty: 4873.058594
	Iteration 238Q: 3 clusters Score -2596866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2596870.750000 Penalty: 4873.058594
	Iteration 239Q: 3 clusters Score -2596871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2596870.750000 Penalty: 4873.058594
	Iteration 240F: 3 clusters Score -2596871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2596876.250000 Penalty: 4873.058594
	Iteration 241Q: 3 clusters Score -2596876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2596874.750000 Penalty: 4873.058594
	Iteration 242Q: 3 clusters Score -2596875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2596872.750000 Penalty: 4873.058594
	Iteration 243Q: 3 clusters Score -2596873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2596876.500000 Penalty: 4873.058594
	Iteration 244Q: 3 clusters Score -2596876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2596876.500000 Penalty: 4873.058594
	Iteration 245Q: 3 clusters Score -2596876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2596878.750000 Penalty: 4873.058594
	Iteration 246Q: 3 clusters Score -2596879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2596879.000000 Penalty: 4873.058594
	Iteration 247Q: 3 clusters Score -2596879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2596878.000000 Penalty: 4873.058594
	Iteration 248Q: 3 clusters Score -2596878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2596877.000000 Penalty: 4873.058594
	Iteration 249Q: 3 clusters Score -2596877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2596879.250000 Penalty: 4873.058594
	Iteration 250Q: 3 clusters Score -2596879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2596876.250000 Penalty: 4873.058594
	Iteration 251Q: 3 clusters Score -2596876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2596879.000000 Penalty: 4873.058594
	Iteration 252Q: 3 clusters Score -2596879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2596878.750000 Penalty: 4873.058594
	Iteration 253Q: 3 clusters Score -2596879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2596880.000000 Penalty: 4873.058594
	Iteration 254Q: 3 clusters Score -2596880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2596879.250000 Penalty: 4873.058594
	Iteration 255Q: 3 clusters Score -2596879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2596880.500000 Penalty: 4873.058594
	Iteration 256Q: 3 clusters Score -2596880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2596878.250000 Penalty: 4873.058594
	Iteration 257Q: 3 clusters Score -2596878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2596879.750000 Penalty: 4873.058594
	Iteration 258Q: 3 clusters Score -2596880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2596877.250000 Penalty: 4873.058594
	Iteration 259Q: 3 clusters Score -2596877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2596886.000000 Penalty: 4873.058594
	Iteration 260F: 3 clusters Score -2596886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2596885.000000 Penalty: 4873.058594
	Iteration 261Q: 3 clusters Score -2596885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2596886.250000 Penalty: 4873.058594
	Iteration 262Q: 3 clusters Score -2596886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2596889.750000 Penalty: 4873.058594
	Iteration 263Q: 3 clusters Score -2596890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2596887.500000 Penalty: 4873.058594
	Iteration 264Q: 3 clusters Score -2596888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2596894.250000 Penalty: 4873.058594
	Iteration 265Q: 3 clusters Score -2596894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2596901.250000 Penalty: 4873.058594
	Iteration 266Q: 3 clusters Score -2596901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2596902.250000 Penalty: 4873.058594
	Iteration 267Q: 3 clusters Score -2596902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2596906.250000 Penalty: 4873.058594
	Iteration 268Q: 3 clusters Score -2596906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2596915.250000 Penalty: 4873.058594
	Iteration 269Q: 3 clusters Score -2596915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2596916.500000 Penalty: 4873.058594
	Iteration 270Q: 3 clusters Score -2596916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2596917.750000 Penalty: 4873.058594
	Iteration 271Q: 3 clusters Score -2596918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2596926.500000 Penalty: 4873.058594
	Iteration 272Q: 3 clusters Score -2596926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2596934.250000 Penalty: 4873.058594
	Iteration 273Q: 3 clusters Score -2596934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2596939.750000 Penalty: 4873.058594
	Iteration 274Q: 3 clusters Score -2596940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2596945.250000 Penalty: 4873.058594
	Iteration 275Q: 3 clusters Score -2596945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2596950.500000 Penalty: 4873.058594
	Iteration 276Q: 3 clusters Score -2596950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2596951.750000 Penalty: 4873.058594
	Iteration 277Q: 3 clusters Score -2596952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2596950.250000 Penalty: 4873.058594
	Iteration 278Q: 3 clusters Score -2596950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2596948.250000 Penalty: 4873.058594
	Iteration 279Q: 3 clusters Score -2596948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2596949.000000 Penalty: 4873.058594
	Iteration 280F: 3 clusters Score -2596949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2596950.750000 Penalty: 4873.058594
	Iteration 281Q: 3 clusters Score -2596951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2596953.000000 Penalty: 4873.058594
	Iteration 282Q: 3 clusters Score -2596953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2596958.000000 Penalty: 4873.058594
	Iteration 283Q: 3 clusters Score -2596958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2596961.250000 Penalty: 4873.058594
	Iteration 284Q: 3 clusters Score -2596961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2596965.000000 Penalty: 4873.058594
	Iteration 285Q: 3 clusters Score -2596965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2596969.750000 Penalty: 4873.058594
	Iteration 286Q: 3 clusters Score -2596970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2596972.250000 Penalty: 4873.058594
	Iteration 287Q: 3 clusters Score -2596972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2596975.000000 Penalty: 4873.058594
	Iteration 288Q: 3 clusters Score -2596975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2596979.750000 Penalty: 4873.058594
	Iteration 289Q: 3 clusters Score -2596980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2596979.500000 Penalty: 4873.058594
	Iteration 290Q: 3 clusters Score -2596980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2596984.250000 Penalty: 4873.058594
	Iteration 291Q: 3 clusters Score -2596984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2596992.750000 Penalty: 4873.058594
	Iteration 292Q: 3 clusters Score -2596993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2597001.250000 Penalty: 4873.058594
	Iteration 293Q: 3 clusters Score -2597001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2597003.750000 Penalty: 4873.058594
	Iteration 294Q: 3 clusters Score -2597004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2597008.750000 Penalty: 4873.058594
	Iteration 295Q: 3 clusters Score -2597009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2597013.250000 Penalty: 4873.058594
	Iteration 296Q: 3 clusters Score -2597013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2597022.250000 Penalty: 4873.058594
	Iteration 297Q: 3 clusters Score -2597022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2597029.000000 Penalty: 4873.058594
	Iteration 298Q: 3 clusters Score -2597029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2597032.750000 Penalty: 4873.058594
	Iteration 299Q: 3 clusters Score -2597033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2597045.250000 Penalty: 4873.058594
	Iteration 300F: 3 clusters Score -2597045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2597045.750000 Penalty: 4873.058594
	Iteration 301Q: 3 clusters Score -2597046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2597049.750000 Penalty: 4873.058594
	Iteration 302Q: 3 clusters Score -2597050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2597045.750000 Penalty: 4873.058594
	Iteration 303Q: 3 clusters Score -2597046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2597046.750000 Penalty: 4873.058594
	Iteration 304Q: 3 clusters Score -2597047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2597054.250000 Penalty: 4873.058594
	Iteration 305Q: 3 clusters Score -2597054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2597057.750000 Penalty: 4873.058594
	Iteration 306Q: 3 clusters Score -2597058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2597062.000000 Penalty: 4873.058594
	Iteration 307Q: 3 clusters Score -2597062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2597065.250000 Penalty: 4873.058594
	Iteration 308Q: 3 clusters Score -2597065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2597078.250000 Penalty: 4873.058594
	Iteration 309Q: 3 clusters Score -2597078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2597090.250000 Penalty: 4873.058594
	Iteration 310Q: 3 clusters Score -2597090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2597102.250000 Penalty: 4873.058594
	Iteration 311Q: 3 clusters Score -2597102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2597118.000000 Penalty: 4873.058594
	Iteration 312Q: 3 clusters Score -2597118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2597133.000000 Penalty: 4873.058594
	Iteration 313Q: 3 clusters Score -2597133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2597144.000000 Penalty: 4873.058594
	Iteration 314Q: 3 clusters Score -2597144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2597139.000000 Penalty: 4873.058594
	Iteration 315Q: 3 clusters Score -2597139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2597146.000000 Penalty: 4873.058594
	Iteration 316Q: 3 clusters Score -2597146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2597146.250000 Penalty: 4873.058594
	Iteration 317Q: 3 clusters Score -2597146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2597156.000000 Penalty: 4873.058594
	Iteration 318Q: 3 clusters Score -2597156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2597161.000000 Penalty: 4873.058594
	Iteration 319Q: 3 clusters Score -2597161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2597160.750000 Penalty: 4873.058594
	Iteration 320F: 3 clusters Score -2597161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2597171.000000 Penalty: 4873.058594
	Iteration 321Q: 3 clusters Score -2597171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2597178.750000 Penalty: 4873.058594
	Iteration 322Q: 3 clusters Score -2597179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2597194.250000 Penalty: 4873.058594
	Iteration 323Q: 3 clusters Score -2597194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2597198.250000 Penalty: 4873.058594
	Iteration 324Q: 3 clusters Score -2597198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2597207.000000 Penalty: 4873.058594
	Iteration 325Q: 3 clusters Score -2597207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2597213.750000 Penalty: 4873.058594
	Iteration 326Q: 3 clusters Score -2597214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2597223.500000 Penalty: 4873.058594
	Iteration 327Q: 3 clusters Score -2597224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2597234.250000 Penalty: 4873.058594
	Iteration 328Q: 3 clusters Score -2597234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2597243.750000 Penalty: 4873.058594
	Iteration 329Q: 3 clusters Score -2597244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2597249.500000 Penalty: 4873.058594
	Iteration 330Q: 3 clusters Score -2597250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2597254.500000 Penalty: 4873.058594
	Iteration 331Q: 3 clusters Score -2597254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2597263.250000 Penalty: 4873.058594
	Iteration 332Q: 3 clusters Score -2597263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2597269.750000 Penalty: 4873.058594
	Iteration 333Q: 3 clusters Score -2597270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2597276.750000 Penalty: 4873.058594
	Iteration 334Q: 3 clusters Score -2597277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2597283.000000 Penalty: 4873.058594
	Iteration 335Q: 3 clusters Score -2597283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2597287.250000 Penalty: 4873.058594
	Iteration 336Q: 3 clusters Score -2597287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2597294.750000 Penalty: 4873.058594
	Iteration 337Q: 3 clusters Score -2597295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2597298.250000 Penalty: 4873.058594
	Iteration 338Q: 3 clusters Score -2597298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2597302.750000 Penalty: 4873.058594
	Iteration 339Q: 3 clusters Score -2597303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2597309.250000 Penalty: 4873.058594
	Iteration 340F: 3 clusters Score -2597309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2597312.000000 Penalty: 4873.058594
	Iteration 341Q: 3 clusters Score -2597312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2597319.750000 Penalty: 4873.058594
	Iteration 342Q: 3 clusters Score -2597320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2597323.250000 Penalty: 4873.058594
	Iteration 343Q: 3 clusters Score -2597323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2597325.500000 Penalty: 4873.058594
	Iteration 344Q: 3 clusters Score -2597326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2597326.750000 Penalty: 4873.058594
	Iteration 345Q: 3 clusters Score -2597327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2597331.750000 Penalty: 4873.058594
	Iteration 346Q: 3 clusters Score -2597332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2597330.500000 Penalty: 4873.058594
	Iteration 347Q: 3 clusters Score -2597330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2597329.750000 Penalty: 4873.058594
	Iteration 348Q: 3 clusters Score -2597330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2597330.750000 Penalty: 4873.058594
	Iteration 349Q: 3 clusters Score -2597331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2597331.500000 Penalty: 4873.058594
	Iteration 350Q: 3 clusters Score -2597332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2597331.500000 Penalty: 4873.058594
	Iteration 351F: 3 clusters Score -2597332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Entering Unmasked Estep 
Score: -175339.296875 Penalty: 1800.260864
	Iteration 0F: 2 clusters Score -175339.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -173401.171875 Penalty: 3600.521729
	Iteration 0F: 3 clusters Score -173401.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -174163.656250 Penalty: 3600.521729
	Iteration 1F: 3 clusters Score -174163.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -174450.812500 Penalty: 3600.521729
	Iteration 2F: 3 clusters Score -174450.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -174753.906250 Penalty: 3600.521729
	Iteration 3F: 3 clusters Score -174753.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -175047.687500 Penalty: 3600.521729
	Iteration 4F: 3 clusters Score -175047.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -175317.890625 Penalty: 3600.521729
	Iteration 5F: 3 clusters Score -175317.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -175592.250000 Penalty: 3600.521729
	Iteration 6F: 3 clusters Score -175592.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -175827.937500 Penalty: 3600.521729
	Iteration 7Q: 3 clusters Score -175827.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -176037.906250 Penalty: 3600.521729
	Iteration 8Q: 3 clusters Score -176037.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -176225.781250 Penalty: 3600.521729
	Iteration 9Q: 3 clusters Score -176225.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -176327.906250 Penalty: 3600.521729
	Iteration 10Q: 3 clusters Score -176327.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -176388.031250 Penalty: 3600.521729
	Iteration 11Q: 3 clusters Score -176388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -176422.546875 Penalty: 3600.521729
	Iteration 12Q: 3 clusters Score -176422.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -176453.515625 Penalty: 3600.521729
	Iteration 13Q: 3 clusters Score -176453.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -176475.015625 Penalty: 3600.521729
	Iteration 14Q: 3 clusters Score -176475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -176496.140625 Penalty: 3600.521729
	Iteration 15Q: 3 clusters Score -176496.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -176502.375000 Penalty: 3600.521729
	Iteration 16Q: 3 clusters Score -176502.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -176592.859375 Penalty: 3600.521729
	Iteration 17F: 3 clusters Score -176592.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -176913.812500 Penalty: 3600.521729
	Iteration 18Q: 3 clusters Score -176913.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -177297.656250 Penalty: 3600.521729
	Iteration 19Q: 3 clusters Score -177297.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -177530.953125 Penalty: 3600.521729
	Iteration 20F: 3 clusters Score -177531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -177532.015625 Penalty: 3600.521729
	Iteration 21Q: 3 clusters Score -177532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -177532.015625 Penalty: 3600.521729
	Iteration 22F: 3 clusters Score -177532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 151985 members 
Mstep: Class 4 contains 24977 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 17312 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 10 contains 18485 members 
Mstep: Class 13 contains 284 members 
Mstep: Class 15 contains 160901 members 
Mstep: Class 16 contains 185238 members 
Mstep: Class 17 contains 125824 members 
Mstep: Class 18 contains 16535 members 
Mstep: Class 19 contains 135535 members 
Entering Unmasked Estep 
Score: -116063776.000000 Penalty: 50824.945312
Splitting cluster 13 changes total score from -116058776.000000 to -116063776.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 15 (160901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160901 members 
Entering Unmasked Estep 
Score: -22175072.000000 Penalty: 2973.158936
	Iteration 0F: 2 clusters Score -2.217507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80419 members 
Mstep: Class 2 contains 80482 members 
Entering Unmasked Estep 
Score: -22069806.000000 Penalty: 5946.317871
	Iteration 0F: 3 clusters Score -2.206981e+07 nChanged 76998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79497 members 
Mstep: Class 2 contains 81404 members 
Entering Unmasked Estep 
Score: -22114608.000000 Penalty: 5946.317871
	Iteration 1F: 3 clusters Score -2.211461e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79253 members 
Mstep: Class 2 contains 81648 members 
Entering Unmasked Estep 
Score: -22115850.000000 Penalty: 5946.317871
	Iteration 2Q: 3 clusters Score -2.211585e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78735 members 
Mstep: Class 2 contains 82166 members 
Entering Unmasked Estep 
Score: -22117634.000000 Penalty: 5946.317871
	Iteration 3Q: 3 clusters Score -2.211763e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77780 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -22120084.000000 Penalty: 5946.317871
	Iteration 4Q: 3 clusters Score -2.212008e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76019 members 
Mstep: Class 2 contains 84882 members 
Entering Unmasked Estep 
Score: -22123600.000000 Penalty: 5946.317871
	Iteration 5Q: 3 clusters Score -2.21236e+07 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73207 members 
Mstep: Class 2 contains 87694 members 
Entering Unmasked Estep 
Score: -22128250.000000 Penalty: 5946.317871
	Iteration 6F: 3 clusters Score -2.212825e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69200 members 
Mstep: Class 2 contains 91701 members 
Entering Unmasked Estep 
Score: -22135724.000000 Penalty: 5946.317871
	Iteration 7F: 3 clusters Score -2.213572e+07 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64743 members 
Mstep: Class 2 contains 96158 members 
Entering Unmasked Estep 
Score: -22144298.000000 Penalty: 5946.317871
	Iteration 8F: 3 clusters Score -2.21443e+07 nChanged 10056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60975 members 
Mstep: Class 2 contains 99926 members 
Entering Unmasked Estep 
Score: -22150986.000000 Penalty: 5946.317871
	Iteration 9F: 3 clusters Score -2.215099e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58130 members 
Mstep: Class 2 contains 102771 members 
Entering Unmasked Estep 
Score: -22154262.000000 Penalty: 5946.317871
	Iteration 10Q: 3 clusters Score -2.215426e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 105225 members 
Entering Unmasked Estep 
Score: -22155804.000000 Penalty: 5946.317871
	Iteration 11Q: 3 clusters Score -2.21558e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 107708 members 
Entering Unmasked Estep 
Score: -22157118.000000 Penalty: 5946.317871
	Iteration 12Q: 3 clusters Score -2.215712e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 110129 members 
Entering Unmasked Estep 
Score: -22158224.000000 Penalty: 5946.317871
	Iteration 13Q: 3 clusters Score -2.215822e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 112566 members 
Entering Unmasked Estep 
Score: -22159214.000000 Penalty: 5946.317871
	Iteration 14Q: 3 clusters Score -2.215921e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 115040 members 
Entering Unmasked Estep 
Score: -22160364.000000 Penalty: 5946.317871
	Iteration 15Q: 3 clusters Score -2.216036e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 117475 members 
Entering Unmasked Estep 
Score: -22161526.000000 Penalty: 5946.317871
	Iteration 16Q: 3 clusters Score -2.216153e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 119906 members 
Entering Unmasked Estep 
Score: -22162412.000000 Penalty: 5946.317871
	Iteration 17Q: 3 clusters Score -2.216241e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 122246 members 
Entering Unmasked Estep 
Score: -22163472.000000 Penalty: 5946.317871
	Iteration 18Q: 3 clusters Score -2.216347e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 124503 members 
Entering Unmasked Estep 
Score: -22164278.000000 Penalty: 5946.317871
	Iteration 19Q: 3 clusters Score -2.216428e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 126678 members 
Entering Unmasked Estep 
Score: -22165092.000000 Penalty: 5946.317871
	Iteration 20F: 3 clusters Score -2.216509e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 128751 members 
Entering Unmasked Estep 
Score: -22165948.000000 Penalty: 5946.317871
	Iteration 21Q: 3 clusters Score -2.216595e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 130712 members 
Entering Unmasked Estep 
Score: -22166620.000000 Penalty: 5946.317871
	Iteration 22Q: 3 clusters Score -2.216662e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 132611 members 
Entering Unmasked Estep 
Score: -22167328.000000 Penalty: 5946.317871
	Iteration 23Q: 3 clusters Score -2.216733e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 134440 members 
Entering Unmasked Estep 
Score: -22168016.000000 Penalty: 5946.317871
	Iteration 24Q: 3 clusters Score -2.216802e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 136234 members 
Entering Unmasked Estep 
Score: -22168606.000000 Penalty: 5946.317871
	Iteration 25Q: 3 clusters Score -2.216861e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 137937 members 
Entering Unmasked Estep 
Score: -22169114.000000 Penalty: 5946.317871
	Iteration 26Q: 3 clusters Score -2.216911e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 139567 members 
Entering Unmasked Estep 
Score: -22169564.000000 Penalty: 5946.317871
	Iteration 27Q: 3 clusters Score -2.216956e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 141060 members 
Entering Unmasked Estep 
Score: -22170036.000000 Penalty: 5946.317871
	Iteration 28Q: 3 clusters Score -2.217004e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 142492 members 
Entering Unmasked Estep 
Score: -22170416.000000 Penalty: 5946.317871
	Iteration 29Q: 3 clusters Score -2.217042e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 143883 members 
Entering Unmasked Estep 
Score: -22170886.000000 Penalty: 5946.317871
	Iteration 30Q: 3 clusters Score -2.217089e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 145198 members 
Entering Unmasked Estep 
Score: -22171194.000000 Penalty: 5946.317871
	Iteration 31Q: 3 clusters Score -2.217119e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 146483 members 
Entering Unmasked Estep 
Score: -22171510.000000 Penalty: 5946.317871
	Iteration 32Q: 3 clusters Score -2.217151e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 147714 members 
Entering Unmasked Estep 
Score: -22171808.000000 Penalty: 5946.317871
	Iteration 33Q: 3 clusters Score -2.217181e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 148846 members 
Entering Unmasked Estep 
Score: -22172082.000000 Penalty: 5946.317871
	Iteration 34Q: 3 clusters Score -2.217208e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 149961 members 
Entering Unmasked Estep 
Score: -22172296.000000 Penalty: 5946.317871
	Iteration 35Q: 3 clusters Score -2.21723e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 151005 members 
Entering Unmasked Estep 
Score: -22172554.000000 Penalty: 5946.317871
	Iteration 36Q: 3 clusters Score -2.217255e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 151939 members 
Entering Unmasked Estep 
Score: -22172804.000000 Penalty: 5946.317871
	Iteration 37Q: 3 clusters Score -2.21728e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 152808 members 
Entering Unmasked Estep 
Score: -22173074.000000 Penalty: 5946.317871
	Iteration 38Q: 3 clusters Score -2.217307e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 153571 members 
Entering Unmasked Estep 
Score: -22173162.000000 Penalty: 5946.317871
	Iteration 39Q: 3 clusters Score -2.217316e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 154245 members 
Entering Unmasked Estep 
Score: -22173178.000000 Penalty: 5946.317871
	Iteration 40F: 3 clusters Score -2.217318e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 154826 members 
Entering Unmasked Estep 
Score: -22173216.000000 Penalty: 5946.317871
	Iteration 41Q: 3 clusters Score -2.217322e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 155379 members 
Entering Unmasked Estep 
Score: -22173296.000000 Penalty: 5946.317871
	Iteration 42Q: 3 clusters Score -2.21733e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 155862 members 
Entering Unmasked Estep 
Score: -22173412.000000 Penalty: 5946.317871
	Iteration 43Q: 3 clusters Score -2.217341e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 156277 members 
Entering Unmasked Estep 
Score: -22173468.000000 Penalty: 5946.317871
	Iteration 44Q: 3 clusters Score -2.217347e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 156620 members 
Entering Unmasked Estep 
Score: -22173424.000000 Penalty: 5946.317871
	Iteration 45Q: 3 clusters Score -2.217342e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 156902 members 
Entering Unmasked Estep 
Score: -22173414.000000 Penalty: 5946.317871
	Iteration 46Q: 3 clusters Score -2.217341e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 157159 members 
Entering Unmasked Estep 
Score: -22173420.000000 Penalty: 5946.317871
	Iteration 47Q: 3 clusters Score -2.217342e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 157395 members 
Entering Unmasked Estep 
Score: -22173456.000000 Penalty: 5946.317871
	Iteration 48Q: 3 clusters Score -2.217346e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 157588 members 
Entering Unmasked Estep 
Score: -22173482.000000 Penalty: 5946.317871
	Iteration 49Q: 3 clusters Score -2.217348e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 157756 members 
Entering Unmasked Estep 
Score: -22173454.000000 Penalty: 5946.317871
	Iteration 50Q: 3 clusters Score -2.217345e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 157912 members 
Entering Unmasked Estep 
Score: -22173410.000000 Penalty: 5946.317871
	Iteration 51Q: 3 clusters Score -2.217341e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 158031 members 
Entering Unmasked Estep 
Score: -22173414.000000 Penalty: 5946.317871
	Iteration 52Q: 3 clusters Score -2.217341e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 158143 members 
Entering Unmasked Estep 
Score: -22173410.000000 Penalty: 5946.317871
	Iteration 53Q: 3 clusters Score -2.217341e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 158242 members 
Entering Unmasked Estep 
Score: -22173394.000000 Penalty: 5946.317871
	Iteration 54Q: 3 clusters Score -2.217339e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 158324 members 
Entering Unmasked Estep 
Score: -22173396.000000 Penalty: 5946.317871
	Iteration 55Q: 3 clusters Score -2.21734e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 158401 members 
Entering Unmasked Estep 
Score: -22173400.000000 Penalty: 5946.317871
	Iteration 56Q: 3 clusters Score -2.21734e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 158463 members 
Entering Unmasked Estep 
Score: -22173368.000000 Penalty: 5946.317871
	Iteration 57Q: 3 clusters Score -2.217337e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 158529 members 
Entering Unmasked Estep 
Score: -22173370.000000 Penalty: 5946.317871
	Iteration 58Q: 3 clusters Score -2.217337e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 158593 members 
Entering Unmasked Estep 
Score: -22173422.000000 Penalty: 5946.317871
	Iteration 59Q: 3 clusters Score -2.217342e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 158652 members 
Entering Unmasked Estep 
Score: -22173404.000000 Penalty: 5946.317871
	Iteration 60F: 3 clusters Score -2.21734e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 158693 members 
Entering Unmasked Estep 
Score: -22173366.000000 Penalty: 5946.317871
	Iteration 61Q: 3 clusters Score -2.217337e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 158725 members 
Entering Unmasked Estep 
Score: -22173348.000000 Penalty: 5946.317871
	Iteration 62Q: 3 clusters Score -2.217335e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 158752 members 
Entering Unmasked Estep 
Score: -22173378.000000 Penalty: 5946.317871
	Iteration 63Q: 3 clusters Score -2.217338e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 158788 members 
Entering Unmasked Estep 
Score: -22173410.000000 Penalty: 5946.317871
	Iteration 64Q: 3 clusters Score -2.217341e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 158813 members 
Entering Unmasked Estep 
Score: -22173376.000000 Penalty: 5946.317871
	Iteration 65Q: 3 clusters Score -2.217338e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 158837 members 
Entering Unmasked Estep 
Score: -22173432.000000 Penalty: 5946.317871
	Iteration 66Q: 3 clusters Score -2.217343e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 158856 members 
Entering Unmasked Estep 
Score: -22173420.000000 Penalty: 5946.317871
	Iteration 67Q: 3 clusters Score -2.217342e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 158869 members 
Entering Unmasked Estep 
Score: -22173416.000000 Penalty: 5946.317871
	Iteration 68Q: 3 clusters Score -2.217342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 158879 members 
Entering Unmasked Estep 
Score: -22173402.000000 Penalty: 5946.317871
	Iteration 69Q: 3 clusters Score -2.21734e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 158890 members 
Entering Unmasked Estep 
Score: -22173400.000000 Penalty: 5946.317871
	Iteration 70Q: 3 clusters Score -2.21734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 158896 members 
Entering Unmasked Estep 
Score: -22173398.000000 Penalty: 5946.317871
	Iteration 71Q: 3 clusters Score -2.21734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 158903 members 
Entering Unmasked Estep 
Score: -22173412.000000 Penalty: 5946.317871
	Iteration 72Q: 3 clusters Score -2.217341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 158910 members 
Entering Unmasked Estep 
Score: -22173424.000000 Penalty: 5946.317871
	Iteration 73Q: 3 clusters Score -2.217342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 158917 members 
Entering Unmasked Estep 
Score: -22173402.000000 Penalty: 5946.317871
	Iteration 74Q: 3 clusters Score -2.21734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 158922 members 
Entering Unmasked Estep 
Score: -22173410.000000 Penalty: 5946.317871
	Iteration 75Q: 3 clusters Score -2.217341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 158926 members 
Entering Unmasked Estep 
Score: -22173410.000000 Penalty: 5946.317871
	Iteration 76Q: 3 clusters Score -2.217341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 158932 members 
Entering Unmasked Estep 
Score: -22173412.000000 Penalty: 5946.317871
	Iteration 77Q: 3 clusters Score -2.217341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 158941 members 
Entering Unmasked Estep 
Score: -22173402.000000 Penalty: 5946.317871
	Iteration 78Q: 3 clusters Score -2.21734e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 158953 members 
Entering Unmasked Estep 
Score: -22173414.000000 Penalty: 5946.317871
	Iteration 79Q: 3 clusters Score -2.217341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 158963 members 
Entering Unmasked Estep 
Score: -22173416.000000 Penalty: 5946.317871
	Iteration 80F: 3 clusters Score -2.217342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 158973 members 
Entering Unmasked Estep 
Score: -22173416.000000 Penalty: 5946.317871
	Iteration 81Q: 3 clusters Score -2.217342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 158978 members 
Entering Unmasked Estep 
Score: -22173428.000000 Penalty: 5946.317871
	Iteration 82Q: 3 clusters Score -2.217343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 158985 members 
Entering Unmasked Estep 
Score: -22173434.000000 Penalty: 5946.317871
	Iteration 83Q: 3 clusters Score -2.217343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 158990 members 
Entering Unmasked Estep 
Score: -22173442.000000 Penalty: 5946.317871
	Iteration 84Q: 3 clusters Score -2.217344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 158993 members 
Entering Unmasked Estep 
Score: -22173434.000000 Penalty: 5946.317871
	Iteration 85Q: 3 clusters Score -2.217343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 158996 members 
Entering Unmasked Estep 
Score: -22173430.000000 Penalty: 5946.317871
	Iteration 86Q: 3 clusters Score -2.217343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 158997 members 
Entering Unmasked Estep 
Score: -22173432.000000 Penalty: 5946.317871
	Iteration 87Q: 3 clusters Score -2.217343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 159002 members 
Entering Unmasked Estep 
Score: -22173442.000000 Penalty: 5946.317871
	Iteration 88Q: 3 clusters Score -2.217344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 159006 members 
Entering Unmasked Estep 
Score: -22173454.000000 Penalty: 5946.317871
	Iteration 89Q: 3 clusters Score -2.217345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 159009 members 
Entering Unmasked Estep 
Score: -22173438.000000 Penalty: 5946.317871
	Iteration 90Q: 3 clusters Score -2.217344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 159011 members 
Entering Unmasked Estep 
Score: -22173444.000000 Penalty: 5946.317871
	Iteration 91Q: 3 clusters Score -2.217344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 159011 members 
Entering Unmasked Estep 
Score: -22173426.000000 Penalty: 5946.317871
	Iteration 92Q: 3 clusters Score -2.217343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 159012 members 
Entering Unmasked Estep 
Score: -22173426.000000 Penalty: 5946.317871
	Iteration 93Q: 3 clusters Score -2.217343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 159012 members 
Entering Unmasked Estep 
Score: -22173426.000000 Penalty: 5946.317871
	Iteration 94F: 3 clusters Score -2.217343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (185238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185238 members 
Entering Unmasked Estep 
Score: -25255384.000000 Penalty: 3008.090332
	Iteration 0F: 2 clusters Score -2.525538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92885 members 
Mstep: Class 2 contains 92353 members 
Entering Unmasked Estep 
Score: -25132062.000000 Penalty: 6016.180664
	Iteration 0F: 3 clusters Score -2.513206e+07 nChanged 89001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98828 members 
Mstep: Class 2 contains 86410 members 
Entering Unmasked Estep 
Score: -25184772.000000 Penalty: 6016.180664
	Iteration 1F: 3 clusters Score -2.518477e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103077 members 
Mstep: Class 2 contains 82161 members 
Entering Unmasked Estep 
Score: -25186704.000000 Penalty: 6016.180664
	Iteration 2Q: 3 clusters Score -2.51867e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109745 members 
Mstep: Class 2 contains 75493 members 
Entering Unmasked Estep 
Score: -25190372.000000 Penalty: 6016.180664
	Iteration 3Q: 3 clusters Score -2.519037e+07 nChanged 11059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119294 members 
Mstep: Class 2 contains 65944 members 
Entering Unmasked Estep 
Score: -25196230.000000 Penalty: 6016.180664
	Iteration 4F: 3 clusters Score -2.519623e+07 nChanged 13826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131930 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -25205896.000000 Penalty: 6016.180664
	Iteration 5F: 3 clusters Score -2.52059e+07 nChanged 15422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146644 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -25218518.000000 Penalty: 6016.180664
	Iteration 6F: 3 clusters Score -2.521852e+07 nChanged 14559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160931 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -25231618.000000 Penalty: 6016.180664
	Iteration 7F: 3 clusters Score -2.523162e+07 nChanged 11434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172329 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -25242086.000000 Penalty: 6016.180664
	Iteration 8F: 3 clusters Score -2.524209e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179570 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -25248604.000000 Penalty: 6016.180664
	Iteration 9Q: 3 clusters Score -2.52486e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183067 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -25251460.000000 Penalty: 6016.180664
	Iteration 10Q: 3 clusters Score -2.525146e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184270 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -25252318.000000 Penalty: 6016.180664
	Iteration 11Q: 3 clusters Score -2.525232e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184663 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -25252692.000000 Penalty: 6016.180664
	Iteration 12Q: 3 clusters Score -2.525269e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184795 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -25252804.000000 Penalty: 6016.180664
	Iteration 13Q: 3 clusters Score -2.52528e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184842 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -25252854.000000 Penalty: 6016.180664
	Iteration 14Q: 3 clusters Score -2.525285e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184876 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -25252860.000000 Penalty: 6016.180664
	Iteration 15Q: 3 clusters Score -2.525286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184882 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -25252874.000000 Penalty: 6016.180664
	Iteration 16Q: 3 clusters Score -2.525287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184885 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -25252878.000000 Penalty: 6016.180664
	Iteration 17Q: 3 clusters Score -2.525288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184887 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -25252884.000000 Penalty: 6016.180664
	Iteration 18Q: 3 clusters Score -2.525288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184890 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -25252900.000000 Penalty: 6016.180664
	Iteration 19Q: 3 clusters Score -2.52529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184896 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -25252904.000000 Penalty: 6016.180664
	Iteration 20F: 3 clusters Score -2.52529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184901 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -25252918.000000 Penalty: 6016.180664
	Iteration 21Q: 3 clusters Score -2.525292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184901 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -25252924.000000 Penalty: 6016.180664
	Iteration 22Q: 3 clusters Score -2.525292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184901 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -25252912.000000 Penalty: 6016.180664
	Iteration 23Q: 3 clusters Score -2.525291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184902 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -25252922.000000 Penalty: 6016.180664
	Iteration 24Q: 3 clusters Score -2.525292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184906 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -25252924.000000 Penalty: 6016.180664
	Iteration 25Q: 3 clusters Score -2.525292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184907 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -25252930.000000 Penalty: 6016.180664
	Iteration 26Q: 3 clusters Score -2.525293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184908 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -25252942.000000 Penalty: 6016.180664
	Iteration 27Q: 3 clusters Score -2.525294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184908 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -25252942.000000 Penalty: 6016.180664
	Iteration 28F: 3 clusters Score -2.525294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (125824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125824 members 
Entering Unmasked Estep 
Score: -17301018.000000 Penalty: 2912.174561
	Iteration 0F: 2 clusters Score -1.730102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62862 members 
Mstep: Class 2 contains 62962 members 
Entering Unmasked Estep 
Score: -17216998.000000 Penalty: 5824.349121
	Iteration 0F: 3 clusters Score -1.7217e+07 nChanged 59816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62170 members 
Mstep: Class 2 contains 63654 members 
Entering Unmasked Estep 
Score: -17250852.000000 Penalty: 5824.349121
	Iteration 1F: 3 clusters Score -1.725085e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61642 members 
Mstep: Class 2 contains 64182 members 
Entering Unmasked Estep 
Score: -17251464.000000 Penalty: 5824.349121
	Iteration 2Q: 3 clusters Score -1.725146e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60935 members 
Mstep: Class 2 contains 64889 members 
Entering Unmasked Estep 
Score: -17252132.000000 Penalty: 5824.349121
	Iteration 3Q: 3 clusters Score -1.725213e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59949 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -17252820.000000 Penalty: 5824.349121
	Iteration 4Q: 3 clusters Score -1.725282e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Mstep: Class 2 contains 67258 members 
Entering Unmasked Estep 
Score: -17253556.000000 Penalty: 5824.349121
	Iteration 5Q: 3 clusters Score -1.725356e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
Score: -17254606.000000 Penalty: 5824.349121
	Iteration 6Q: 3 clusters Score -1.725461e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 72255 members 
Entering Unmasked Estep 
Score: -17256428.000000 Penalty: 5824.349121
	Iteration 7Q: 3 clusters Score -1.725643e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 76441 members 
Entering Unmasked Estep 
Score: -17259430.000000 Penalty: 5824.349121
	Iteration 8Q: 3 clusters Score -1.725943e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 82133 members 
Entering Unmasked Estep 
Score: -17264128.000000 Penalty: 5824.349121
	Iteration 9F: 3 clusters Score -1.726413e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 88834 members 
Entering Unmasked Estep 
Score: -17270298.000000 Penalty: 5824.349121
	Iteration 10F: 3 clusters Score -1.72703e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 95725 members 
Entering Unmasked Estep 
Score: -17276870.000000 Penalty: 5824.349121
	Iteration 11F: 3 clusters Score -1.727687e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 101962 members 
Entering Unmasked Estep 
Score: -17282400.000000 Penalty: 5824.349121
	Iteration 12F: 3 clusters Score -1.72824e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 107070 members 
Entering Unmasked Estep 
Score: -17286776.000000 Penalty: 5824.349121
	Iteration 13Q: 3 clusters Score -1.728678e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 111140 members 
Entering Unmasked Estep 
Score: -17289828.000000 Penalty: 5824.349121
	Iteration 14Q: 3 clusters Score -1.728983e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 114458 members 
Entering Unmasked Estep 
Score: -17292032.000000 Penalty: 5824.349121
	Iteration 15Q: 3 clusters Score -1.729203e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 117156 members 
Entering Unmasked Estep 
Score: -17293724.000000 Penalty: 5824.349121
	Iteration 16Q: 3 clusters Score -1.729372e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 119389 members 
Entering Unmasked Estep 
Score: -17295164.000000 Penalty: 5824.349121
	Iteration 17Q: 3 clusters Score -1.729516e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 121072 members 
Entering Unmasked Estep 
Score: -17296138.000000 Penalty: 5824.349121
	Iteration 18Q: 3 clusters Score -1.729614e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 122327 members 
Entering Unmasked Estep 
Score: -17296936.000000 Penalty: 5824.349121
	Iteration 19Q: 3 clusters Score -1.729694e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 123214 members 
Entering Unmasked Estep 
Score: -17297496.000000 Penalty: 5824.349121
	Iteration 20F: 3 clusters Score -1.72975e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 123808 members 
Entering Unmasked Estep 
Score: -17297874.000000 Penalty: 5824.349121
	Iteration 21Q: 3 clusters Score -1.729787e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 124201 members 
Entering Unmasked Estep 
Score: -17298080.000000 Penalty: 5824.349121
	Iteration 22Q: 3 clusters Score -1.729808e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 124444 members 
Entering Unmasked Estep 
Score: -17298198.000000 Penalty: 5824.349121
	Iteration 23Q: 3 clusters Score -1.72982e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 124625 members 
Entering Unmasked Estep 
Score: -17298314.000000 Penalty: 5824.349121
	Iteration 24Q: 3 clusters Score -1.729831e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 124749 members 
Entering Unmasked Estep 
Score: -17298402.000000 Penalty: 5824.349121
	Iteration 25Q: 3 clusters Score -1.72984e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 124824 members 
Entering Unmasked Estep 
Score: -17298460.000000 Penalty: 5824.349121
	Iteration 26Q: 3 clusters Score -1.729846e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 124882 members 
Entering Unmasked Estep 
Score: -17298516.000000 Penalty: 5824.349121
	Iteration 27Q: 3 clusters Score -1.729852e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 124926 members 
Entering Unmasked Estep 
Score: -17298532.000000 Penalty: 5824.349121
	Iteration 28Q: 3 clusters Score -1.729853e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 124960 members 
Entering Unmasked Estep 
Score: -17298570.000000 Penalty: 5824.349121
	Iteration 29Q: 3 clusters Score -1.729857e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 124985 members 
Entering Unmasked Estep 
Score: -17298610.000000 Penalty: 5824.349121
	Iteration 30Q: 3 clusters Score -1.729861e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 125014 members 
Entering Unmasked Estep 
Score: -17298616.000000 Penalty: 5824.349121
	Iteration 31Q: 3 clusters Score -1.729862e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 125041 members 
Entering Unmasked Estep 
Score: -17298652.000000 Penalty: 5824.349121
	Iteration 32Q: 3 clusters Score -1.729865e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 125053 members 
Entering Unmasked Estep 
Score: -17298664.000000 Penalty: 5824.349121
	Iteration 33Q: 3 clusters Score -1.729866e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 125067 members 
Entering Unmasked Estep 
Score: -17298666.000000 Penalty: 5824.349121
	Iteration 34Q: 3 clusters Score -1.729867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 125077 members 
Entering Unmasked Estep 
Score: -17298678.000000 Penalty: 5824.349121
	Iteration 35Q: 3 clusters Score -1.729868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 125090 members 
Entering Unmasked Estep 
Score: -17298668.000000 Penalty: 5824.349121
	Iteration 36Q: 3 clusters Score -1.729867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 125097 members 
Entering Unmasked Estep 
Score: -17298694.000000 Penalty: 5824.349121
	Iteration 37Q: 3 clusters Score -1.729869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 125102 members 
Entering Unmasked Estep 
Score: -17298700.000000 Penalty: 5824.349121
	Iteration 38Q: 3 clusters Score -1.72987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 125106 members 
Entering Unmasked Estep 
Score: -17298704.000000 Penalty: 5824.349121
	Iteration 39Q: 3 clusters Score -1.72987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 125107 members 
Entering Unmasked Estep 
Score: -17298710.000000 Penalty: 5824.349121
	Iteration 40F: 3 clusters Score -1.729871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 125111 members 
Entering Unmasked Estep 
Score: -17298706.000000 Penalty: 5824.349121
	Iteration 41Q: 3 clusters Score -1.729871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 125116 members 
Entering Unmasked Estep 
Score: -17298714.000000 Penalty: 5824.349121
	Iteration 42Q: 3 clusters Score -1.729871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 125118 members 
Entering Unmasked Estep 
Score: -17298724.000000 Penalty: 5824.349121
	Iteration 43Q: 3 clusters Score -1.729872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 125117 members 
Entering Unmasked Estep 
Score: -17298724.000000 Penalty: 5824.349121
	Iteration 44Q: 3 clusters Score -1.729872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 125120 members 
Entering Unmasked Estep 
Score: -17298714.000000 Penalty: 5824.349121
	Iteration 45Q: 3 clusters Score -1.729871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 125120 members 
Entering Unmasked Estep 
Score: -17298714.000000 Penalty: 5824.349121
	Iteration 46F: 3 clusters Score -1.729871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Entering Unmasked Estep 
Score: -2327219.750000 Penalty: 2408.882324
	Iteration 0F: 2 clusters Score -2327220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2315300.000000 Penalty: 4817.764648
	Iteration 0F: 3 clusters Score -2315300 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2319027.500000 Penalty: 4817.764648
	Iteration 1F: 3 clusters Score -2319028 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2319347.500000 Penalty: 4817.764648
	Iteration 2F: 3 clusters Score -2319348 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2319593.250000 Penalty: 4817.764648
	Iteration 3Q: 3 clusters Score -2319593 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2319824.750000 Penalty: 4817.764648
	Iteration 4Q: 3 clusters Score -2319825 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2320018.000000 Penalty: 4817.764648
	Iteration 5Q: 3 clusters Score -2320018 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2320208.250000 Penalty: 4817.764648
	Iteration 6Q: 3 clusters Score -2320208 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2320393.000000 Penalty: 4817.764648
	Iteration 7Q: 3 clusters Score -2320393 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2320586.500000 Penalty: 4817.764648
	Iteration 8Q: 3 clusters Score -2320586 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2320830.000000 Penalty: 4817.764648
	Iteration 9Q: 3 clusters Score -2320830 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2321140.500000 Penalty: 4817.764648
	Iteration 10Q: 3 clusters Score -2321140 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2321581.750000 Penalty: 4817.764648
	Iteration 11Q: 3 clusters Score -2321582 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2322151.750000 Penalty: 4817.764648
	Iteration 12Q: 3 clusters Score -2322152 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2322730.000000 Penalty: 4817.764648
	Iteration 13Q: 3 clusters Score -2322730 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2323285.500000 Penalty: 4817.764648
	Iteration 14Q: 3 clusters Score -2323286 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2323715.250000 Penalty: 4817.764648
	Iteration 15Q: 3 clusters Score -2323715 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2324020.750000 Penalty: 4817.764648
	Iteration 16Q: 3 clusters Score -2324021 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2324197.000000 Penalty: 4817.764648
	Iteration 17Q: 3 clusters Score -2324197 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2324294.500000 Penalty: 4817.764648
	Iteration 18Q: 3 clusters Score -2324294 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2324352.250000 Penalty: 4817.764648
	Iteration 19Q: 3 clusters Score -2324352 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2324398.000000 Penalty: 4817.764648
	Iteration 20F: 3 clusters Score -2324398 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2324444.000000 Penalty: 4817.764648
	Iteration 21Q: 3 clusters Score -2324444 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2324467.500000 Penalty: 4817.764648
	Iteration 22Q: 3 clusters Score -2324468 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2324492.500000 Penalty: 4817.764648
	Iteration 23Q: 3 clusters Score -2324492 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2324515.000000 Penalty: 4817.764648
	Iteration 24Q: 3 clusters Score -2324515 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2324536.000000 Penalty: 4817.764648
	Iteration 25Q: 3 clusters Score -2324536 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2324538.500000 Penalty: 4817.764648
	Iteration 26Q: 3 clusters Score -2324538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2324556.750000 Penalty: 4817.764648
	Iteration 27Q: 3 clusters Score -2324557 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2324565.000000 Penalty: 4817.764648
	Iteration 28Q: 3 clusters Score -2324565 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2324574.500000 Penalty: 4817.764648
	Iteration 29Q: 3 clusters Score -2324574 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2324588.500000 Penalty: 4817.764648
	Iteration 30Q: 3 clusters Score -2324588 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2324597.000000 Penalty: 4817.764648
	Iteration 31Q: 3 clusters Score -2324597 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2324611.250000 Penalty: 4817.764648
	Iteration 32Q: 3 clusters Score -2324611 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2324623.000000 Penalty: 4817.764648
	Iteration 33Q: 3 clusters Score -2324623 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2324627.750000 Penalty: 4817.764648
	Iteration 34Q: 3 clusters Score -2324628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2324630.000000 Penalty: 4817.764648
	Iteration 35Q: 3 clusters Score -2324630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2324636.750000 Penalty: 4817.764648
	Iteration 36Q: 3 clusters Score -2324637 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2324635.500000 Penalty: 4817.764648
	Iteration 37Q: 3 clusters Score -2324636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2324635.250000 Penalty: 4817.764648
	Iteration 38Q: 3 clusters Score -2324635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2324643.500000 Penalty: 4817.764648
	Iteration 39Q: 3 clusters Score -2324644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2324648.750000 Penalty: 4817.764648
	Iteration 40F: 3 clusters Score -2324649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2324644.500000 Penalty: 4817.764648
	Iteration 41Q: 3 clusters Score -2324644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2324646.500000 Penalty: 4817.764648
	Iteration 42Q: 3 clusters Score -2324646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2324653.250000 Penalty: 4817.764648
	Iteration 43Q: 3 clusters Score -2324653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2324650.500000 Penalty: 4817.764648
	Iteration 44Q: 3 clusters Score -2324650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2324654.500000 Penalty: 4817.764648
	Iteration 45Q: 3 clusters Score -2324654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2324651.500000 Penalty: 4817.764648
	Iteration 46Q: 3 clusters Score -2324652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2324654.000000 Penalty: 4817.764648
	Iteration 47Q: 3 clusters Score -2324654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2324651.750000 Penalty: 4817.764648
	Iteration 48Q: 3 clusters Score -2324652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2324652.500000 Penalty: 4817.764648
	Iteration 49Q: 3 clusters Score -2324652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2324652.500000 Penalty: 4817.764648
	Iteration 50Q: 3 clusters Score -2324652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2324653.250000 Penalty: 4817.764648
	Iteration 51Q: 3 clusters Score -2324653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2324653.750000 Penalty: 4817.764648
	Iteration 52Q: 3 clusters Score -2324654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2324653.750000 Penalty: 4817.764648
	Iteration 53F: 3 clusters Score -2324654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (135535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135535 members 
Entering Unmasked Estep 
Score: -18677730.000000 Penalty: 2930.612305
	Iteration 0F: 2 clusters Score -1.867773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67973 members 
Mstep: Class 2 contains 67562 members 
Entering Unmasked Estep 
Score: -18587042.000000 Penalty: 5861.224609
	Iteration 0F: 3 clusters Score -1.858704e+07 nChanged 64735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70834 members 
Mstep: Class 2 contains 64701 members 
Entering Unmasked Estep 
Score: -18624948.000000 Penalty: 5861.224609
	Iteration 1F: 3 clusters Score -1.862495e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72917 members 
Mstep: Class 2 contains 62618 members 
Entering Unmasked Estep 
Score: -18627132.000000 Penalty: 5861.224609
	Iteration 2Q: 3 clusters Score -1.862713e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76093 members 
Mstep: Class 2 contains 59442 members 
Entering Unmasked Estep 
Score: -18630358.000000 Penalty: 5861.224609
	Iteration 3Q: 3 clusters Score -1.863036e+07 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80833 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
Score: -18635570.000000 Penalty: 5861.224609
	Iteration 4F: 3 clusters Score -1.863557e+07 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87132 members 
Mstep: Class 2 contains 48403 members 
Entering Unmasked Estep 
Score: -18643476.000000 Penalty: 5861.224609
	Iteration 5F: 3 clusters Score -1.864348e+07 nChanged 10766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94034 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -18652778.000000 Penalty: 5861.224609
	Iteration 6F: 3 clusters Score -1.865278e+07 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99520 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -18660332.000000 Penalty: 5861.224609
	Iteration 7F: 3 clusters Score -1.866033e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103059 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -18664412.000000 Penalty: 5861.224609
	Iteration 8Q: 3 clusters Score -1.866441e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105662 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -18666554.000000 Penalty: 5861.224609
	Iteration 9Q: 3 clusters Score -1.866655e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107906 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -18667958.000000 Penalty: 5861.224609
	Iteration 10Q: 3 clusters Score -1.866796e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109834 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -18668982.000000 Penalty: 5861.224609
	Iteration 11Q: 3 clusters Score -1.866898e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111502 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -18669862.000000 Penalty: 5861.224609
	Iteration 12Q: 3 clusters Score -1.866986e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112997 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -18670480.000000 Penalty: 5861.224609
	Iteration 13Q: 3 clusters Score -1.867048e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114392 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -18671098.000000 Penalty: 5861.224609
	Iteration 14Q: 3 clusters Score -1.86711e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115689 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -18671666.000000 Penalty: 5861.224609
	Iteration 15Q: 3 clusters Score -1.867167e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116911 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -18672174.000000 Penalty: 5861.224609
	Iteration 16Q: 3 clusters Score -1.867217e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118001 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -18672476.000000 Penalty: 5861.224609
	Iteration 17Q: 3 clusters Score -1.867248e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119003 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -18672794.000000 Penalty: 5861.224609
	Iteration 18Q: 3 clusters Score -1.867279e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119924 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -18673028.000000 Penalty: 5861.224609
	Iteration 19Q: 3 clusters Score -1.867303e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120814 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -18673280.000000 Penalty: 5861.224609
	Iteration 20F: 3 clusters Score -1.867328e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121641 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -18673508.000000 Penalty: 5861.224609
	Iteration 21Q: 3 clusters Score -1.867351e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122433 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -18673696.000000 Penalty: 5861.224609
	Iteration 22Q: 3 clusters Score -1.86737e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123204 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -18673944.000000 Penalty: 5861.224609
	Iteration 23Q: 3 clusters Score -1.867394e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123917 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -18674194.000000 Penalty: 5861.224609
	Iteration 24Q: 3 clusters Score -1.867419e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124613 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -18674464.000000 Penalty: 5861.224609
	Iteration 25Q: 3 clusters Score -1.867446e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125285 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -18674646.000000 Penalty: 5861.224609
	Iteration 26Q: 3 clusters Score -1.867465e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125917 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -18674834.000000 Penalty: 5861.224609
	Iteration 27Q: 3 clusters Score -1.867483e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126491 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -18674936.000000 Penalty: 5861.224609
	Iteration 28Q: 3 clusters Score -1.867494e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127016 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -18675112.000000 Penalty: 5861.224609
	Iteration 29Q: 3 clusters Score -1.867511e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127510 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -18675228.000000 Penalty: 5861.224609
	Iteration 30Q: 3 clusters Score -1.867523e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127962 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -18675330.000000 Penalty: 5861.224609
	Iteration 31Q: 3 clusters Score -1.867533e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128352 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -18675412.000000 Penalty: 5861.224609
	Iteration 32Q: 3 clusters Score -1.867541e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128705 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -18675480.000000 Penalty: 5861.224609
	Iteration 33Q: 3 clusters Score -1.867548e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129038 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -18675570.000000 Penalty: 5861.224609
	Iteration 34Q: 3 clusters Score -1.867557e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129347 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -18675692.000000 Penalty: 5861.224609
	Iteration 35Q: 3 clusters Score -1.867569e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129632 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -18675772.000000 Penalty: 5861.224609
	Iteration 36Q: 3 clusters Score -1.867577e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129905 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -18675842.000000 Penalty: 5861.224609
	Iteration 37Q: 3 clusters Score -1.867584e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130153 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -18675904.000000 Penalty: 5861.224609
	Iteration 38Q: 3 clusters Score -1.86759e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130367 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -18675946.000000 Penalty: 5861.224609
	Iteration 39Q: 3 clusters Score -1.867595e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130550 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -18676002.000000 Penalty: 5861.224609
	Iteration 40F: 3 clusters Score -1.8676e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130689 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -18676032.000000 Penalty: 5861.224609
	Iteration 41Q: 3 clusters Score -1.867603e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130812 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -18676050.000000 Penalty: 5861.224609
	Iteration 42Q: 3 clusters Score -1.867605e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130923 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -18676098.000000 Penalty: 5861.224609
	Iteration 43Q: 3 clusters Score -1.86761e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131011 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -18676128.000000 Penalty: 5861.224609
	Iteration 44Q: 3 clusters Score -1.867613e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131087 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -18676142.000000 Penalty: 5861.224609
	Iteration 45Q: 3 clusters Score -1.867614e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131172 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -18676158.000000 Penalty: 5861.224609
	Iteration 46Q: 3 clusters Score -1.867616e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131256 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -18676132.000000 Penalty: 5861.224609
	Iteration 47Q: 3 clusters Score -1.867613e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131335 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -18676162.000000 Penalty: 5861.224609
	Iteration 48Q: 3 clusters Score -1.867616e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131398 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -18676168.000000 Penalty: 5861.224609
	Iteration 49Q: 3 clusters Score -1.867617e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131465 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -18676184.000000 Penalty: 5861.224609
	Iteration 50Q: 3 clusters Score -1.867618e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131533 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -18676186.000000 Penalty: 5861.224609
	Iteration 51Q: 3 clusters Score -1.867619e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131579 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -18676192.000000 Penalty: 5861.224609
	Iteration 52Q: 3 clusters Score -1.867619e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131623 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -18676184.000000 Penalty: 5861.224609
	Iteration 53Q: 3 clusters Score -1.867618e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131662 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -18676158.000000 Penalty: 5861.224609
	Iteration 54Q: 3 clusters Score -1.867616e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131698 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -18676174.000000 Penalty: 5861.224609
	Iteration 55Q: 3 clusters Score -1.867617e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131740 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -18676182.000000 Penalty: 5861.224609
	Iteration 56Q: 3 clusters Score -1.867618e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131785 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -18676198.000000 Penalty: 5861.224609
	Iteration 57Q: 3 clusters Score -1.86762e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131830 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -18676208.000000 Penalty: 5861.224609
	Iteration 58Q: 3 clusters Score -1.867621e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131871 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -18676206.000000 Penalty: 5861.224609
	Iteration 59Q: 3 clusters Score -1.867621e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131894 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -18676222.000000 Penalty: 5861.224609
	Iteration 60F: 3 clusters Score -1.867622e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131906 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -18676232.000000 Penalty: 5861.224609
	Iteration 61Q: 3 clusters Score -1.867623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131917 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -18676242.000000 Penalty: 5861.224609
	Iteration 62Q: 3 clusters Score -1.867624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131926 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -18676222.000000 Penalty: 5861.224609
	Iteration 63Q: 3 clusters Score -1.867622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131931 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -18676236.000000 Penalty: 5861.224609
	Iteration 64Q: 3 clusters Score -1.867624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131943 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -18676256.000000 Penalty: 5861.224609
	Iteration 65Q: 3 clusters Score -1.867626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131957 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -18676254.000000 Penalty: 5861.224609
	Iteration 66Q: 3 clusters Score -1.867625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131964 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -18676256.000000 Penalty: 5861.224609
	Iteration 67Q: 3 clusters Score -1.867626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131973 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -18676258.000000 Penalty: 5861.224609
	Iteration 68Q: 3 clusters Score -1.867626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131980 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -18676244.000000 Penalty: 5861.224609
	Iteration 69Q: 3 clusters Score -1.867624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131985 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -18676242.000000 Penalty: 5861.224609
	Iteration 70Q: 3 clusters Score -1.867624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131988 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -18676260.000000 Penalty: 5861.224609
	Iteration 71Q: 3 clusters Score -1.867626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131991 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -18676252.000000 Penalty: 5861.224609
	Iteration 72Q: 3 clusters Score -1.867625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131998 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -18676256.000000 Penalty: 5861.224609
	Iteration 73Q: 3 clusters Score -1.867626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132011 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -18676284.000000 Penalty: 5861.224609
	Iteration 74Q: 3 clusters Score -1.867628e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132026 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -18676268.000000 Penalty: 5861.224609
	Iteration 75Q: 3 clusters Score -1.867627e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132045 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -18676282.000000 Penalty: 5861.224609
	Iteration 76Q: 3 clusters Score -1.867628e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132060 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -18676274.000000 Penalty: 5861.224609
	Iteration 77Q: 3 clusters Score -1.867627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132072 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -18676282.000000 Penalty: 5861.224609
	Iteration 78Q: 3 clusters Score -1.867628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132085 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -18676282.000000 Penalty: 5861.224609
	Iteration 79Q: 3 clusters Score -1.867628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132095 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -18676288.000000 Penalty: 5861.224609
	Iteration 80F: 3 clusters Score -1.867629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132103 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -18676302.000000 Penalty: 5861.224609
	Iteration 81Q: 3 clusters Score -1.86763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132112 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -18676300.000000 Penalty: 5861.224609
	Iteration 82Q: 3 clusters Score -1.86763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132118 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -18676298.000000 Penalty: 5861.224609
	Iteration 83Q: 3 clusters Score -1.86763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132124 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -18676304.000000 Penalty: 5861.224609
	Iteration 84Q: 3 clusters Score -1.86763e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132132 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -18676296.000000 Penalty: 5861.224609
	Iteration 85Q: 3 clusters Score -1.86763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132138 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -18676308.000000 Penalty: 5861.224609
	Iteration 86Q: 3 clusters Score -1.867631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132143 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -18676300.000000 Penalty: 5861.224609
	Iteration 87Q: 3 clusters Score -1.86763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132150 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -18676308.000000 Penalty: 5861.224609
	Iteration 88Q: 3 clusters Score -1.867631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132156 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -18676302.000000 Penalty: 5861.224609
	Iteration 89Q: 3 clusters Score -1.86763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132165 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -18676312.000000 Penalty: 5861.224609
	Iteration 90Q: 3 clusters Score -1.867631e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132176 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -18676304.000000 Penalty: 5861.224609
	Iteration 91Q: 3 clusters Score -1.86763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132183 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -18676284.000000 Penalty: 5861.224609
	Iteration 92Q: 3 clusters Score -1.867628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132188 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -18676276.000000 Penalty: 5861.224609
	Iteration 93Q: 3 clusters Score -1.867628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132193 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -18676272.000000 Penalty: 5861.224609
	Iteration 94Q: 3 clusters Score -1.867627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132201 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -18676282.000000 Penalty: 5861.224609
	Iteration 95Q: 3 clusters Score -1.867628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132204 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -18676282.000000 Penalty: 5861.224609
	Iteration 96Q: 3 clusters Score -1.867628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132205 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -18676282.000000 Penalty: 5861.224609
	Iteration 97Q: 3 clusters Score -1.867628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132206 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -18676272.000000 Penalty: 5861.224609
	Iteration 98Q: 3 clusters Score -1.867627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132208 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -18676262.000000 Penalty: 5861.224609
	Iteration 99Q: 3 clusters Score -1.867626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132209 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -18676262.000000 Penalty: 5861.224609
	Iteration 100F: 3 clusters Score -1.867626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132210 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -18676278.000000 Penalty: 5861.224609
	Iteration 101Q: 3 clusters Score -1.867628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132210 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -18676278.000000 Penalty: 5861.224609
	Iteration 102F: 3 clusters Score -1.867628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 3 contains 151985 members 
Mstep: Class 4 contains 24977 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 17312 members 
Mstep: Class 10 contains 18485 members 
Mstep: Class 13 contains 284 members 
Mstep: Class 15 contains 160901 members 
Mstep: Class 16 contains 185238 members 
Mstep: Class 17 contains 125824 members 
Mstep: Class 18 contains 16535 members 
Mstep: Class 19 contains 135535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116065280.000000 Penalty: 50824.945312
Iteration 39Q: 16 clusters Score -1.160653e+08 nChanged 13007
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 550 members 
Mstep: Class 3 contains 151141 members 
Mstep: Class 4 contains 25760 members 
Mstep: Class 5 contains 5199 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 17385 members 
Mstep: Class 8 contains 1038 members 
Mstep: Class 10 contains 18905 members 
Mstep: Class 13 contains 288 members 
Mstep: Class 15 contains 160415 members 
Mstep: Class 16 contains 189417 members 
Mstep: Class 17 contains 126532 members 
Mstep: Class 18 contains 16222 members 
Mstep: Class 19 contains 131421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116068728.000000 Penalty: 50824.945312
Iteration 40F: 16 clusters Score -1.160687e+08 nChanged 14269
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 150349 members 
Mstep: Class 4 contains 26596 members 
Mstep: Class 5 contains 4942 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 17600 members 
Mstep: Class 8 contains 1027 members 
Mstep: Class 10 contains 19846 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 15 contains 159888 members 
Mstep: Class 16 contains 193720 members 
Mstep: Class 17 contains 127142 members 
Mstep: Class 18 contains 15907 members 
Mstep: Class 19 contains 126730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116070920.000000 Penalty: 50824.945312
Iteration 41Q: 16 clusters Score -1.160709e+08 nChanged 14674
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 149836 members 
Mstep: Class 4 contains 27455 members 
Mstep: Class 5 contains 4661 members 
Mstep: Class 6 contains 1343 members 
Mstep: Class 7 contains 17807 members 
Mstep: Class 8 contains 1017 members 
Mstep: Class 10 contains 20791 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 15 contains 159580 members 
Mstep: Class 16 contains 198119 members 
Mstep: Class 17 contains 127615 members 
Mstep: Class 18 contains 15547 members 
Mstep: Class 19 contains 121557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116072728.000000 Penalty: 50824.945312
Iteration 42Q: 16 clusters Score -1.160727e+08 nChanged 14959
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 149564 members 
Mstep: Class 4 contains 28342 members 
Mstep: Class 5 contains 4399 members 
Mstep: Class 6 contains 1350 members 
Mstep: Class 7 contains 17975 members 
Mstep: Class 8 contains 1011 members 
Mstep: Class 10 contains 21719 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 15 contains 159286 members 
Mstep: Class 16 contains 202616 members 
Mstep: Class 17 contains 128101 members 
Mstep: Class 18 contains 15198 members 
Mstep: Class 19 contains 115963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116073920.000000 Penalty: 50824.945312
Iteration 43Q: 16 clusters Score -1.160739e+08 nChanged 15194
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 149442 members 
Mstep: Class 4 contains 29252 members 
Mstep: Class 5 contains 4119 members 
Mstep: Class 6 contains 1357 members 
Mstep: Class 7 contains 18129 members 
Mstep: Class 8 contains 1005 members 
Mstep: Class 10 contains 22591 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 15 contains 159158 members 
Mstep: Class 16 contains 207266 members 
Mstep: Class 17 contains 128542 members 
Mstep: Class 18 contains 14802 members 
Mstep: Class 19 contains 110024 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 16 clusters Score -1.160756e+08 nChanged 15239
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 149543 members 
Mstep: Class 4 contains 30199 members 
Mstep: Class 5 contains 3863 members 
Mstep: Class 6 contains 1362 members 
Mstep: Class 7 contains 18249 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 10 contains 23527 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 15 contains 159061 members 
Mstep: Class 16 contains 211721 members 
Mstep: Class 17 contains 128817 members 
Mstep: Class 18 contains 14433 members 
Mstep: Class 19 contains 104028 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 16 clusters Score -1.160777e+08 nChanged 15039
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 149910 members 
Mstep: Class 4 contains 31183 members 
Mstep: Class 5 contains 3612 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 18381 members 
Mstep: Class 8 contains 997 members 
Mstep: Class 10 contains 24426 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 158940 members 
Mstep: Class 16 contains 215973 members 
Mstep: Class 17 contains 129135 members 
Mstep: Class 18 contains 14066 members 
Mstep: Class 19 contains 97902 members 
Entering Unmasked Estep 
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Iteration 46Q: 16 clusters Score -1.160781e+08 nChanged 14437
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 150501 members 
Mstep: Class 4 contains 32185 members 
Mstep: Class 5 contains 3350 members 
Mstep: Class 6 contains 1367 members 
Mstep: Class 7 contains 18519 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 25254 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 15 contains 158954 members 
Mstep: Class 16 contains 219761 members 
Mstep: Class 17 contains 129377 members 
Mstep: Class 18 contains 13677 members 
Mstep: Class 19 contains 92011 members 
Entering Unmasked Estep 
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Iteration 47Q: 16 clusters Score -1.160794e+08 nChanged 13625
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 151343 members 
Mstep: Class 4 contains 33178 members 
Mstep: Class 5 contains 3101 members 
Mstep: Class 6 contains 1370 members 
Mstep: Class 7 contains 18650 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 26030 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 15 contains 158980 members 
Mstep: Class 16 contains 222980 members 
Mstep: Class 17 contains 129693 members 
Mstep: Class 18 contains 13291 members 
Mstep: Class 19 contains 86381 members 
Entering Unmasked Estep 
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Iteration 48Q: 16 clusters Score -1.160805e+08 nChanged 12913
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 152311 members 
Mstep: Class 4 contains 34172 members 
Mstep: Class 5 contains 2866 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 18774 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 26761 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 15 contains 159089 members 
Mstep: Class 16 contains 225564 members 
Mstep: Class 17 contains 129946 members 
Mstep: Class 18 contains 12953 members 
Mstep: Class 19 contains 81219 members 
Entering Unmasked Estep 
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Iteration 49Q: 16 clusters Score -1.160819e+08 nChanged 12048
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 153510 members 
Mstep: Class 4 contains 35087 members 
Mstep: Class 5 contains 2631 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 18881 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 27457 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 15 contains 159254 members 
Mstep: Class 16 contains 227550 members 
Mstep: Class 17 contains 130197 members 
Mstep: Class 18 contains 12625 members 
Mstep: Class 19 contains 76475 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 16 clusters Score -1.16083e+08 nChanged 11101
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 565 members 
Mstep: Class 3 contains 154887 members 
Mstep: Class 4 contains 35939 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 18988 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 28121 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 15 contains 159465 members 
Mstep: Class 16 contains 228882 members 
Mstep: Class 17 contains 130410 members 
Mstep: Class 18 contains 12352 members 
Mstep: Class 19 contains 72147 members 
Entering Unmasked Estep 
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Iteration 51Q: 16 clusters Score -1.160832e+08 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 565 members 
Mstep: Class 3 contains 156423 members 
Mstep: Class 4 contains 36759 members 
Mstep: Class 5 contains 2271 members 
Mstep: Class 6 contains 1370 members 
Mstep: Class 7 contains 19110 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 28764 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 15 contains 159693 members 
Mstep: Class 16 contains 229603 members 
Mstep: Class 17 contains 130670 members 
Mstep: Class 18 contains 12116 members 
Mstep: Class 19 contains 68187 members 
Entering Unmasked Estep 
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Iteration 52Q: 16 clusters Score -1.16084e+08 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 565 members 
Mstep: Class 3 contains 157933 members 
Mstep: Class 4 contains 37502 members 
Mstep: Class 5 contains 2098 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 19226 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 29353 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 15 contains 159953 members 
Mstep: Class 16 contains 230051 members 
Mstep: Class 17 contains 130869 members 
Mstep: Class 18 contains 11927 members 
Mstep: Class 19 contains 64650 members 
Entering Unmasked Estep 
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Iteration 53Q: 16 clusters Score -1.160846e+08 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 564 members 
Mstep: Class 3 contains 159451 members 
Mstep: Class 4 contains 38229 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 19318 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 29917 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 15 contains 160292 members 
Mstep: Class 16 contains 230027 members 
Mstep: Class 17 contains 131053 members 
Mstep: Class 18 contains 11786 members 
Mstep: Class 19 contains 61512 members 
Entering Unmasked Estep 
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Iteration 54Q: 16 clusters Score -1.16085e+08 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 564 members 
Mstep: Class 3 contains 160993 members 
Mstep: Class 4 contains 38920 members 
Mstep: Class 5 contains 1773 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 19407 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 30402 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 15 contains 160758 members 
Mstep: Class 16 contains 229698 members 
Mstep: Class 17 contains 131146 members 
Mstep: Class 18 contains 11698 members 
Mstep: Class 19 contains 58684 members 
Entering Unmasked Estep 
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Iteration 55Q: 16 clusters Score -1.160855e+08 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 564 members 
Mstep: Class 3 contains 162495 members 
Mstep: Class 4 contains 39578 members 
Mstep: Class 5 contains 1631 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 19484 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 10 contains 30826 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 15 contains 161241 members 
Mstep: Class 16 contains 229148 members 
Mstep: Class 17 contains 131135 members 
Mstep: Class 18 contains 11692 members 
Mstep: Class 19 contains 56210 members 
Entering Unmasked Estep 
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Iteration 56Q: 16 clusters Score -1.160858e+08 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 564 members 
Mstep: Class 3 contains 164072 members 
Mstep: Class 4 contains 40225 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 19588 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 31255 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 15 contains 161611 members 
Mstep: Class 16 contains 228306 members 
Mstep: Class 17 contains 131131 members 
Mstep: Class 18 contains 11724 members 
Mstep: Class 19 contains 53994 members 
Entering Unmasked Estep 
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Iteration 57Q: 16 clusters Score -1.16086e+08 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 165613 members 
Mstep: Class 4 contains 40807 members 
Mstep: Class 5 contains 1423 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 19679 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 31625 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 15 contains 161931 members 
Mstep: Class 16 contains 227314 members 
Mstep: Class 17 contains 131159 members 
Mstep: Class 18 contains 11803 members 
Mstep: Class 19 contains 52042 members 
Entering Unmasked Estep 
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Score: -116085760.000000 Penalty: 50824.945312
Iteration 58Q: 16 clusters Score -1.160858e+08 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 564 members 
Mstep: Class 3 contains 167099 members 
Mstep: Class 4 contains 41379 members 
Mstep: Class 5 contains 1350 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 19788 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 31969 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 15 contains 162271 members 
Mstep: Class 16 contains 226085 members 
Mstep: Class 17 contains 131191 members 
Mstep: Class 18 contains 11885 members 
Mstep: Class 19 contains 50337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085912.000000 Penalty: 50824.945312
Iteration 59Q: 16 clusters Score -1.160859e+08 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 564 members 
Mstep: Class 3 contains 168555 members 
Mstep: Class 4 contains 41893 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 19891 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 32268 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 15 contains 162578 members 
Mstep: Class 16 contains 224859 members 
Mstep: Class 17 contains 131230 members 
Mstep: Class 18 contains 11969 members 
Mstep: Class 19 contains 48792 members 
Entering Unmasked Estep 
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Iteration 60F: 16 clusters Score -1.160865e+08 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 169947 members 
Mstep: Class 4 contains 42345 members 
Mstep: Class 5 contains 1257 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 19985 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 32522 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 15 contains 162890 members 
Mstep: Class 16 contains 223569 members 
Mstep: Class 17 contains 131308 members 
Mstep: Class 18 contains 12092 members 
Mstep: Class 19 contains 47391 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 16 clusters Score -1.160862e+08 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 171297 members 
Mstep: Class 4 contains 42771 members 
Mstep: Class 5 contains 1228 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20059 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 10 contains 32768 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 15 contains 163191 members 
Mstep: Class 16 contains 222214 members 
Mstep: Class 17 contains 131416 members 
Mstep: Class 18 contains 12209 members 
Mstep: Class 19 contains 46158 members 
Entering Unmasked Estep 
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Iteration 62Q: 16 clusters Score -1.160861e+08 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 172623 members 
Mstep: Class 4 contains 43173 members 
Mstep: Class 5 contains 1208 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20122 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 10 contains 32992 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 15 contains 163381 members 
Mstep: Class 16 contains 220893 members 
Mstep: Class 17 contains 131532 members 
Mstep: Class 18 contains 12332 members 
Mstep: Class 19 contains 45045 members 
Entering Unmasked Estep 
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Iteration 63Q: 16 clusters Score -1.16086e+08 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 173956 members 
Mstep: Class 4 contains 43576 members 
Mstep: Class 5 contains 1192 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20180 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 10 contains 33174 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 15 contains 163582 members 
Mstep: Class 16 contains 219452 members 
Mstep: Class 17 contains 131670 members 
Mstep: Class 18 contains 12470 members 
Mstep: Class 19 contains 44044 members 
Entering Unmasked Estep 
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Iteration 64Q: 16 clusters Score -1.160857e+08 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 175049 members 
Mstep: Class 4 contains 43941 members 
Mstep: Class 5 contains 1177 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 20245 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 10 contains 33328 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 15 contains 163805 members 
Mstep: Class 16 contains 218065 members 
Mstep: Class 17 contains 131869 members 
Mstep: Class 18 contains 12616 members 
Mstep: Class 19 contains 43204 members 
Entering Unmasked Estep 
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Iteration 65Q: 16 clusters Score -1.160852e+08 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 175990 members 
Mstep: Class 4 contains 44266 members 
Mstep: Class 5 contains 1157 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 20296 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 10 contains 33513 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 15 contains 164073 members 
Mstep: Class 16 contains 216746 members 
Mstep: Class 17 contains 132035 members 
Mstep: Class 18 contains 12750 members 
Mstep: Class 19 contains 42457 members 
Entering Unmasked Estep 
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Iteration 66Q: 16 clusters Score -1.160857e+08 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 176835 members 
Mstep: Class 4 contains 44547 members 
Mstep: Class 5 contains 1149 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 20349 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 10 contains 33635 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 15 contains 164383 members 
Mstep: Class 16 contains 215527 members 
Mstep: Class 17 contains 132191 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 41788 members 
Entering Unmasked Estep 
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Iteration 67Q: 16 clusters Score -1.160859e+08 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 177592 members 
Mstep: Class 4 contains 44760 members 
Mstep: Class 5 contains 1138 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 20399 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 10 contains 33761 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 15 contains 164728 members 
Mstep: Class 16 contains 214370 members 
Mstep: Class 17 contains 132277 members 
Mstep: Class 18 contains 12999 members 
Mstep: Class 19 contains 41228 members 
Entering Unmasked Estep 
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Iteration 68Q: 16 clusters Score -1.160856e+08 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 178278 members 
Mstep: Class 4 contains 44937 members 
Mstep: Class 5 contains 1124 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 20442 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 10 contains 33885 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 15 contains 165087 members 
Mstep: Class 16 contains 213253 members 
Mstep: Class 17 contains 132394 members 
Mstep: Class 18 contains 13113 members 
Mstep: Class 19 contains 40729 members 
Entering Unmasked Estep 
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Iteration 69Q: 16 clusters Score -1.160852e+08 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 178918 members 
Mstep: Class 4 contains 45109 members 
Mstep: Class 5 contains 1113 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20476 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 10 contains 33991 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 15 contains 165464 members 
Mstep: Class 16 contains 212194 members 
Mstep: Class 17 contains 132477 members 
Mstep: Class 18 contains 13214 members 
Mstep: Class 19 contains 40280 members 
Entering Unmasked Estep 
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Iteration 70Q: 16 clusters Score -1.160848e+08 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 179475 members 
Mstep: Class 4 contains 45251 members 
Mstep: Class 5 contains 1103 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20496 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 10 contains 34097 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 15 contains 165837 members 
Mstep: Class 16 contains 211202 members 
Mstep: Class 17 contains 132617 members 
Mstep: Class 18 contains 13284 members 
Mstep: Class 19 contains 39870 members 
Entering Unmasked Estep 
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Iteration 71Q: 16 clusters Score -1.160847e+08 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 179988 members 
Mstep: Class 4 contains 45369 members 
Mstep: Class 5 contains 1091 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20529 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 10 contains 34175 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 15 contains 166190 members 
Mstep: Class 16 contains 210251 members 
Mstep: Class 17 contains 132757 members 
Mstep: Class 18 contains 13350 members 
Mstep: Class 19 contains 39521 members 
Entering Unmasked Estep 
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Iteration 72Q: 16 clusters Score -1.160848e+08 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 180408 members 
Mstep: Class 4 contains 45485 members 
Mstep: Class 5 contains 1089 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 10 contains 34249 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 15 contains 166529 members 
Mstep: Class 16 contains 209396 members 
Mstep: Class 17 contains 132881 members 
Mstep: Class 18 contains 13414 members 
Mstep: Class 19 contains 39203 members 
Entering Unmasked Estep 
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Iteration 73Q: 16 clusters Score -1.160845e+08 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 180822 members 
Mstep: Class 4 contains 45600 members 
Mstep: Class 5 contains 1084 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20572 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 10 contains 34321 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 15 contains 166821 members 
Mstep: Class 16 contains 208602 members 
Mstep: Class 17 contains 133006 members 
Mstep: Class 18 contains 13488 members 
Mstep: Class 19 contains 38877 members 
Entering Unmasked Estep 
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Score: -116084656.000000 Penalty: 50824.945312
Iteration 74Q: 16 clusters Score -1.160847e+08 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 181249 members 
Mstep: Class 4 contains 45691 members 
Mstep: Class 5 contains 1080 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 20590 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 10 contains 34388 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167111 members 
Mstep: Class 16 contains 207823 members 
Mstep: Class 17 contains 133094 members 
Mstep: Class 18 contains 13546 members 
Mstep: Class 19 contains 38616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084648.000000 Penalty: 50824.945312
Iteration 75Q: 16 clusters Score -1.160846e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 181653 members 
Mstep: Class 4 contains 45774 members 
Mstep: Class 5 contains 1079 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 20620 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 10 contains 34455 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167332 members 
Mstep: Class 16 contains 207122 members 
Mstep: Class 17 contains 133186 members 
Mstep: Class 18 contains 13590 members 
Mstep: Class 19 contains 38376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084336.000000 Penalty: 50824.945312
Iteration 76Q: 16 clusters Score -1.160843e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 182039 members 
Mstep: Class 4 contains 45860 members 
Mstep: Class 5 contains 1081 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 20637 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 10 contains 34507 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167493 members 
Mstep: Class 16 contains 206483 members 
Mstep: Class 17 contains 133267 members 
Mstep: Class 18 contains 13648 members 
Mstep: Class 19 contains 38161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084424.000000 Penalty: 50824.945312
Iteration 77Q: 16 clusters Score -1.160844e+08 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 182423 members 
Mstep: Class 4 contains 45950 members 
Mstep: Class 5 contains 1081 members 
Mstep: Class 6 contains 1374 members 
Mstep: Class 7 contains 20664 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 10 contains 34561 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167613 members 
Mstep: Class 16 contains 205880 members 
Mstep: Class 17 contains 133359 members 
Mstep: Class 18 contains 13685 members 
Mstep: Class 19 contains 37953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084104.000000 Penalty: 50824.945312
Iteration 78Q: 16 clusters Score -1.160841e+08 nChanged 1579
Entering ConstructFrom: 
Score: -116084104.000000 Penalty: 50824.945312
Entering ConstructFrom: 
Trying to split cluster 1 (11814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Entering Unmasked Estep 
Score: -1548723.125000 Penalty: 2325.506104
	Iteration 0F: 2 clusters Score -1548723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1539835.625000 Penalty: 4651.012207
	Iteration 0F: 3 clusters Score -1539836 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1542479.250000 Penalty: 4651.012207
	Iteration 1F: 3 clusters Score -1542479 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1542748.000000 Penalty: 4651.012207
	Iteration 2F: 3 clusters Score -1542748 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1542947.625000 Penalty: 4651.012207
	Iteration 3Q: 3 clusters Score -1542948 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1543094.375000 Penalty: 4651.012207
	Iteration 4Q: 3 clusters Score -1543094 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1543235.500000 Penalty: 4651.012207
	Iteration 5Q: 3 clusters Score -1543236 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1543373.875000 Penalty: 4651.012207
	Iteration 6Q: 3 clusters Score -1543374 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1543495.250000 Penalty: 4651.012207
	Iteration 7Q: 3 clusters Score -1543495 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1543583.375000 Penalty: 4651.012207
	Iteration 8Q: 3 clusters Score -1543583 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1543677.375000 Penalty: 4651.012207
	Iteration 9Q: 3 clusters Score -1543677 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1543764.875000 Penalty: 4651.012207
	Iteration 10Q: 3 clusters Score -1543765 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1543842.500000 Penalty: 4651.012207
	Iteration 11Q: 3 clusters Score -1543842 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1543929.750000 Penalty: 4651.012207
	Iteration 12Q: 3 clusters Score -1543930 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1544022.125000 Penalty: 4651.012207
	Iteration 13Q: 3 clusters Score -1544022 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1544150.375000 Penalty: 4651.012207
	Iteration 14Q: 3 clusters Score -1544150 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1544268.125000 Penalty: 4651.012207
	Iteration 15Q: 3 clusters Score -1544268 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1544416.250000 Penalty: 4651.012207
	Iteration 16Q: 3 clusters Score -1544416 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1544623.500000 Penalty: 4651.012207
	Iteration 17Q: 3 clusters Score -1544624 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1544887.625000 Penalty: 4651.012207
	Iteration 18Q: 3 clusters Score -1544888 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1545178.250000 Penalty: 4651.012207
	Iteration 19Q: 3 clusters Score -1545178 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1545490.500000 Penalty: 4651.012207
	Iteration 20F: 3 clusters Score -1545490 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1545795.000000 Penalty: 4651.012207
	Iteration 21Q: 3 clusters Score -1545795 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1546093.250000 Penalty: 4651.012207
	Iteration 22Q: 3 clusters Score -1546093 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1546375.625000 Penalty: 4651.012207
	Iteration 23Q: 3 clusters Score -1546376 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1546615.125000 Penalty: 4651.012207
	Iteration 24Q: 3 clusters Score -1546615 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1546774.750000 Penalty: 4651.012207
	Iteration 25Q: 3 clusters Score -1546775 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1546861.375000 Penalty: 4651.012207
	Iteration 26Q: 3 clusters Score -1546861 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1546924.000000 Penalty: 4651.012207
	Iteration 27Q: 3 clusters Score -1546924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1546960.500000 Penalty: 4651.012207
	Iteration 28Q: 3 clusters Score -1546960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1546988.875000 Penalty: 4651.012207
	Iteration 29Q: 3 clusters Score -1546989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1547010.500000 Penalty: 4651.012207
	Iteration 30Q: 3 clusters Score -1547010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1547031.625000 Penalty: 4651.012207
	Iteration 31Q: 3 clusters Score -1547032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1547045.250000 Penalty: 4651.012207
	Iteration 32Q: 3 clusters Score -1547045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1547057.125000 Penalty: 4651.012207
	Iteration 33Q: 3 clusters Score -1547057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1547060.375000 Penalty: 4651.012207
	Iteration 34Q: 3 clusters Score -1547060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1547067.250000 Penalty: 4651.012207
	Iteration 35Q: 3 clusters Score -1547067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1547070.750000 Penalty: 4651.012207
	Iteration 36Q: 3 clusters Score -1547071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1547072.125000 Penalty: 4651.012207
	Iteration 37Q: 3 clusters Score -1547072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1547076.500000 Penalty: 4651.012207
	Iteration 38Q: 3 clusters Score -1547076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1547077.625000 Penalty: 4651.012207
	Iteration 39Q: 3 clusters Score -1547078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1547087.000000 Penalty: 4651.012207
	Iteration 40F: 3 clusters Score -1547087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1547088.875000 Penalty: 4651.012207
	Iteration 41Q: 3 clusters Score -1547089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1547090.625000 Penalty: 4651.012207
	Iteration 42Q: 3 clusters Score -1547091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1547090.500000 Penalty: 4651.012207
	Iteration 43Q: 3 clusters Score -1547090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1547091.750000 Penalty: 4651.012207
	Iteration 44Q: 3 clusters Score -1547092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1547091.750000 Penalty: 4651.012207
	Iteration 45F: 3 clusters Score -1547092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -64907.707031 Penalty: 1569.328247
	Iteration 0F: 2 clusters Score -64907.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63425.105469 Penalty: 3138.656494
	Iteration 0F: 3 clusters Score -63425.11 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63796.171875 Penalty: 3138.656494
	Iteration 1F: 3 clusters Score -63796.17 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -64119.488281 Penalty: 3138.656494
	Iteration 2F: 3 clusters Score -64119.49 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64423.347656 Penalty: 3138.656494
	Iteration 3F: 3 clusters Score -64423.35 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -64797.671875 Penalty: 3138.656494
	Iteration 4F: 3 clusters Score -64797.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -65229.683594 Penalty: 3138.656494
	Iteration 5F: 3 clusters Score -65229.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65370.160156 Penalty: 3138.656494
	Iteration 6Q: 3 clusters Score -65370.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -65395.250000 Penalty: 3138.656494
	Iteration 7Q: 3 clusters Score -65395.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65407.261719 Penalty: 3138.656494
	Iteration 8Q: 3 clusters Score -65407.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65419.742188 Penalty: 3138.656494
	Iteration 9Q: 3 clusters Score -65419.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -65421.253906 Penalty: 3138.656494
	Iteration 10Q: 3 clusters Score -65421.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65424.449219 Penalty: 3138.656494
	Iteration 11Q: 3 clusters Score -65424.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65431.316406 Penalty: 3138.656494
	Iteration 12Q: 3 clusters Score -65431.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65443.996094 Penalty: 3138.656494
	Iteration 13Q: 3 clusters Score -65444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65506.480469 Penalty: 3138.656494
	Iteration 14Q: 3 clusters Score -65506.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -65726.085938 Penalty: 3138.656494
	Iteration 15Q: 3 clusters Score -65726.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -65915.406250 Penalty: 3138.656494
	Iteration 16Q: 3 clusters Score -65915.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65922.789062 Penalty: 3138.656494
	Iteration 17Q: 3 clusters Score -65922.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65928.875000 Penalty: 3138.656494
	Iteration 18F: 3 clusters Score -65928.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -65943.078125 Penalty: 3138.656494
	Iteration 19Q: 3 clusters Score -65943.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -65944.265625 Penalty: 3138.656494
	Iteration 20F: 3 clusters Score -65944.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65948.726562 Penalty: 3138.656494
	Iteration 21Q: 3 clusters Score -65948.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -65951.812500 Penalty: 3138.656494
	Iteration 22Q: 3 clusters Score -65951.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -65951.812500 Penalty: 3138.656494
	Iteration 23F: 3 clusters Score -65951.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 259 members 
Mstep: Class 3 contains 182801 members 
Mstep: Class 4 contains 46017 members 
Mstep: Class 5 contains 1080 members 
Mstep: Class 6 contains 1374 members 
Mstep: Class 7 contains 20688 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 34610 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167695 members 
Mstep: Class 16 contains 205311 members 
Mstep: Class 17 contains 133478 members 
Mstep: Class 18 contains 13720 members 
Mstep: Class 19 contains 37780 members 
Entering Unmasked Estep 
Score: -116083328.000000 Penalty: 54213.273438
Splitting cluster 2 changes total score from -116084104.000000 to -116083328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (182801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182801 members 
Entering Unmasked Estep 
Score: -25080596.000000 Penalty: 3004.806152
	Iteration 0F: 2 clusters Score -2.50806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 91128 members 
Entering Unmasked Estep 
Score: -24962928.000000 Penalty: 6009.612305
	Iteration 0F: 3 clusters Score -2.496293e+07 nChanged 87747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95104 members 
Mstep: Class 2 contains 87697 members 
Entering Unmasked Estep 
Score: -25014420.000000 Penalty: 6009.612305
	Iteration 1F: 3 clusters Score -2.501442e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97629 members 
Mstep: Class 2 contains 85172 members 
Entering Unmasked Estep 
Score: -25015946.000000 Penalty: 6009.612305
	Iteration 2Q: 3 clusters Score -2.501595e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101547 members 
Mstep: Class 2 contains 81254 members 
Entering Unmasked Estep 
Score: -25018206.000000 Penalty: 6009.612305
	Iteration 3Q: 3 clusters Score -2.501821e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107402 members 
Mstep: Class 2 contains 75399 members 
Entering Unmasked Estep 
Score: -25021684.000000 Penalty: 6009.612305
	Iteration 4Q: 3 clusters Score -2.502168e+07 nChanged 10177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115819 members 
Mstep: Class 2 contains 66982 members 
Entering Unmasked Estep 
Score: -25027580.000000 Penalty: 6009.612305
	Iteration 5F: 3 clusters Score -2.502758e+07 nChanged 12664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126989 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -25036828.000000 Penalty: 6009.612305
	Iteration 6F: 3 clusters Score -2.503683e+07 nChanged 14139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -25048758.000000 Penalty: 6009.612305
	Iteration 7F: 3 clusters Score -2.504876e+07 nChanged 12948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151176 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -25060538.000000 Penalty: 6009.612305
	Iteration 8F: 3 clusters Score -2.506054e+07 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160074 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -25068338.000000 Penalty: 6009.612305
	Iteration 9F: 3 clusters Score -2.506834e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166178 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -25073128.000000 Penalty: 6009.612305
	Iteration 10Q: 3 clusters Score -2.507313e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170523 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -25075650.000000 Penalty: 6009.612305
	Iteration 11Q: 3 clusters Score -2.507565e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173685 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -25077156.000000 Penalty: 6009.612305
	Iteration 12Q: 3 clusters Score -2.507716e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175976 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -25078130.000000 Penalty: 6009.612305
	Iteration 13Q: 3 clusters Score -2.507813e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177559 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -25078602.000000 Penalty: 6009.612305
	Iteration 14Q: 3 clusters Score -2.50786e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178672 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -25078988.000000 Penalty: 6009.612305
	Iteration 15Q: 3 clusters Score -2.507899e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179423 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -25079014.000000 Penalty: 6009.612305
	Iteration 16Q: 3 clusters Score -2.507901e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179970 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -25079098.000000 Penalty: 6009.612305
	Iteration 17Q: 3 clusters Score -2.50791e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180339 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -25079056.000000 Penalty: 6009.612305
	Iteration 18Q: 3 clusters Score -2.507906e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180608 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -25079048.000000 Penalty: 6009.612305
	Iteration 19Q: 3 clusters Score -2.507905e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180807 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -25079036.000000 Penalty: 6009.612305
	Iteration 20F: 3 clusters Score -2.507904e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180953 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -25079036.000000 Penalty: 6009.612305
	Iteration 21Q: 3 clusters Score -2.507904e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181051 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -25079030.000000 Penalty: 6009.612305
	Iteration 22Q: 3 clusters Score -2.507903e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181143 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -25079050.000000 Penalty: 6009.612305
	Iteration 23Q: 3 clusters Score -2.507905e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181213 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -25079054.000000 Penalty: 6009.612305
	Iteration 24Q: 3 clusters Score -2.507905e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181279 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -25079076.000000 Penalty: 6009.612305
	Iteration 25Q: 3 clusters Score -2.507908e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181326 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -25079062.000000 Penalty: 6009.612305
	Iteration 26Q: 3 clusters Score -2.507906e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181361 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -25079076.000000 Penalty: 6009.612305
	Iteration 27Q: 3 clusters Score -2.507908e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181378 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -25079098.000000 Penalty: 6009.612305
	Iteration 28Q: 3 clusters Score -2.50791e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181394 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -25079066.000000 Penalty: 6009.612305
	Iteration 29Q: 3 clusters Score -2.507907e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181405 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -25079068.000000 Penalty: 6009.612305
	Iteration 30Q: 3 clusters Score -2.507907e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181427 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -25079046.000000 Penalty: 6009.612305
	Iteration 31Q: 3 clusters Score -2.507905e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181450 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -25079044.000000 Penalty: 6009.612305
	Iteration 32Q: 3 clusters Score -2.507904e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181470 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -25079020.000000 Penalty: 6009.612305
	Iteration 33Q: 3 clusters Score -2.507902e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181483 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -25079036.000000 Penalty: 6009.612305
	Iteration 34Q: 3 clusters Score -2.507904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181495 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -25079018.000000 Penalty: 6009.612305
	Iteration 35Q: 3 clusters Score -2.507902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181505 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -25079034.000000 Penalty: 6009.612305
	Iteration 36Q: 3 clusters Score -2.507903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181515 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -25079028.000000 Penalty: 6009.612305
	Iteration 37Q: 3 clusters Score -2.507903e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181520 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -25079030.000000 Penalty: 6009.612305
	Iteration 38Q: 3 clusters Score -2.507903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181520 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -25079020.000000 Penalty: 6009.612305
	Iteration 39Q: 3 clusters Score -2.507902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181524 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -25079022.000000 Penalty: 6009.612305
	Iteration 40F: 3 clusters Score -2.507902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181524 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -25079028.000000 Penalty: 6009.612305
	Iteration 41Q: 3 clusters Score -2.507903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181524 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -25079028.000000 Penalty: 6009.612305
	Iteration 42F: 3 clusters Score -2.507903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Entering Unmasked Estep 
Score: -6141980.500000 Penalty: 2662.718018
	Iteration 0F: 2 clusters Score -6141980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -6110696.000000 Penalty: 5325.436035
	Iteration 0F: 3 clusters Score -6110696 nChanged 21148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -6122541.000000 Penalty: 5325.436035
	Iteration 1F: 3 clusters Score -6122541 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -6123079.000000 Penalty: 5325.436035
	Iteration 2Q: 3 clusters Score -6123079 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -6123489.500000 Penalty: 5325.436035
	Iteration 3Q: 3 clusters Score -6123490 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -6123909.500000 Penalty: 5325.436035
	Iteration 4Q: 3 clusters Score -6123910 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -6124318.000000 Penalty: 5325.436035
	Iteration 5Q: 3 clusters Score -6124318 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -6124697.500000 Penalty: 5325.436035
	Iteration 6Q: 3 clusters Score -6124698 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -6125191.500000 Penalty: 5325.436035
	Iteration 7Q: 3 clusters Score -6125192 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -6125741.500000 Penalty: 5325.436035
	Iteration 8Q: 3 clusters Score -6125742 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -6126517.500000 Penalty: 5325.436035
	Iteration 9Q: 3 clusters Score -6126518 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -6127593.500000 Penalty: 5325.436035
	Iteration 10Q: 3 clusters Score -6127594 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -6129150.000000 Penalty: 5325.436035
	Iteration 11Q: 3 clusters Score -6129150 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -6131109.500000 Penalty: 5325.436035
	Iteration 12F: 3 clusters Score -6131110 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -6133303.000000 Penalty: 5325.436035
	Iteration 13F: 3 clusters Score -6133303 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -6135311.500000 Penalty: 5325.436035
	Iteration 14Q: 3 clusters Score -6135312 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -6136729.000000 Penalty: 5325.436035
	Iteration 15Q: 3 clusters Score -6136729 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -6137706.000000 Penalty: 5325.436035
	Iteration 16Q: 3 clusters Score -6137706 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -6138360.500000 Penalty: 5325.436035
	Iteration 17Q: 3 clusters Score -6138360 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -6138792.000000 Penalty: 5325.436035
	Iteration 18Q: 3 clusters Score -6138792 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -6139024.000000 Penalty: 5325.436035
	Iteration 19Q: 3 clusters Score -6139024 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -6139231.000000 Penalty: 5325.436035
	Iteration 20F: 3 clusters Score -6139231 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -6139378.500000 Penalty: 5325.436035
	Iteration 21Q: 3 clusters Score -6139378 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -6139495.000000 Penalty: 5325.436035
	Iteration 22Q: 3 clusters Score -6139495 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6139572.500000 Penalty: 5325.436035
	Iteration 23Q: 3 clusters Score -6139572 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6139611.500000 Penalty: 5325.436035
	Iteration 24Q: 3 clusters Score -6139612 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6139664.500000 Penalty: 5325.436035
	Iteration 25Q: 3 clusters Score -6139664 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6139690.000000 Penalty: 5325.436035
	Iteration 26Q: 3 clusters Score -6139690 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6139711.000000 Penalty: 5325.436035
	Iteration 27Q: 3 clusters Score -6139711 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -6139741.500000 Penalty: 5325.436035
	Iteration 28Q: 3 clusters Score -6139742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6139751.500000 Penalty: 5325.436035
	Iteration 29Q: 3 clusters Score -6139752 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6139770.500000 Penalty: 5325.436035
	Iteration 30Q: 3 clusters Score -6139770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6139802.000000 Penalty: 5325.436035
	Iteration 31Q: 3 clusters Score -6139802 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -6139816.000000 Penalty: 5325.436035
	Iteration 32Q: 3 clusters Score -6139816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6139822.500000 Penalty: 5325.436035
	Iteration 33Q: 3 clusters Score -6139822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6139827.000000 Penalty: 5325.436035
	Iteration 34Q: 3 clusters Score -6139827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6139833.000000 Penalty: 5325.436035
	Iteration 35Q: 3 clusters Score -6139833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6139845.500000 Penalty: 5325.436035
	Iteration 36Q: 3 clusters Score -6139846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6139852.000000 Penalty: 5325.436035
	Iteration 37Q: 3 clusters Score -6139852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -6139855.000000 Penalty: 5325.436035
	Iteration 38Q: 3 clusters Score -6139855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6139858.000000 Penalty: 5325.436035
	Iteration 39Q: 3 clusters Score -6139858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6139856.500000 Penalty: 5325.436035
	Iteration 40F: 3 clusters Score -6139856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6139856.500000 Penalty: 5325.436035
	Iteration 41Q: 3 clusters Score -6139856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6139862.000000 Penalty: 5325.436035
	Iteration 42Q: 3 clusters Score -6139862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6139859.000000 Penalty: 5325.436035
	Iteration 43Q: 3 clusters Score -6139859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6139864.000000 Penalty: 5325.436035
	Iteration 44Q: 3 clusters Score -6139864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6139877.000000 Penalty: 5325.436035
	Iteration 45Q: 3 clusters Score -6139877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -6139883.500000 Penalty: 5325.436035
	Iteration 46Q: 3 clusters Score -6139884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6139881.000000 Penalty: 5325.436035
	Iteration 47Q: 3 clusters Score -6139881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -6139890.500000 Penalty: 5325.436035
	Iteration 48Q: 3 clusters Score -6139890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6139892.500000 Penalty: 5325.436035
	Iteration 49Q: 3 clusters Score -6139892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6139894.000000 Penalty: 5325.436035
	Iteration 50Q: 3 clusters Score -6139894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6139895.000000 Penalty: 5325.436035
	Iteration 51Q: 3 clusters Score -6139895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6139898.500000 Penalty: 5325.436035
	Iteration 52Q: 3 clusters Score -6139898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6139903.500000 Penalty: 5325.436035
	Iteration 53Q: 3 clusters Score -6139904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -6139902.000000 Penalty: 5325.436035
	Iteration 54Q: 3 clusters Score -6139902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6139912.000000 Penalty: 5325.436035
	Iteration 55Q: 3 clusters Score -6139912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -6139918.000000 Penalty: 5325.436035
	Iteration 56Q: 3 clusters Score -6139918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -6139924.000000 Penalty: 5325.436035
	Iteration 57Q: 3 clusters Score -6139924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6139914.000000 Penalty: 5325.436035
	Iteration 58Q: 3 clusters Score -6139914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6139916.000000 Penalty: 5325.436035
	Iteration 59Q: 3 clusters Score -6139916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -6139918.000000 Penalty: 5325.436035
	Iteration 60F: 3 clusters Score -6139918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6139920.500000 Penalty: 5325.436035
	Iteration 61Q: 3 clusters Score -6139920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6139920.500000 Penalty: 5325.436035
	Iteration 62F: 3 clusters Score -6139920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Entering Unmasked Estep 
Score: -148428.562500 Penalty: 1732.209717
	Iteration 0F: 2 clusters Score -148428.6 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 549 members 
Entering Unmasked Estep 
Score: -146394.765625 Penalty: 3464.419434
	Iteration 0F: 3 clusters Score -146394.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -146692.937500 Penalty: 3464.419434
	Iteration 1F: 3 clusters Score -146692.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -146766.046875 Penalty: 3464.419434
	Iteration 2F: 3 clusters Score -146766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -146809.953125 Penalty: 3464.419434
	Iteration 3Q: 3 clusters Score -146810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -146836.187500 Penalty: 3464.419434
	Iteration 4Q: 3 clusters Score -146836.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -146855.421875 Penalty: 3464.419434
	Iteration 5Q: 3 clusters Score -146855.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -146862.343750 Penalty: 3464.419434
	Iteration 6Q: 3 clusters Score -146862.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -146865.125000 Penalty: 3464.419434
	Iteration 7Q: 3 clusters Score -146865.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -146865.750000 Penalty: 3464.419434
	Iteration 8Q: 3 clusters Score -146865.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -146865.750000 Penalty: 3464.419434
	Iteration 9F: 3 clusters Score -146865.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Entering Unmasked Estep 
Score: -176857.703125 Penalty: 1791.919434
	Iteration 0F: 2 clusters Score -176857.7 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 692 members 
Entering Unmasked Estep 
Score: -174697.125000 Penalty: 3583.838867
	Iteration 0F: 3 clusters Score -174697.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -175098.437500 Penalty: 3583.838867
	Iteration 1F: 3 clusters Score -175098.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -175254.906250 Penalty: 3583.838867
	Iteration 2F: 3 clusters Score -175254.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -175364.796875 Penalty: 3583.838867
	Iteration 3Q: 3 clusters Score -175364.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -175500.031250 Penalty: 3583.838867
	Iteration 4Q: 3 clusters Score -175500 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -175650.515625 Penalty: 3583.838867
	Iteration 5Q: 3 clusters Score -175650.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -175831.531250 Penalty: 3583.838867
	Iteration 6F: 3 clusters Score -175831.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -176077.343750 Penalty: 3583.838867
	Iteration 7F: 3 clusters Score -176077.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -176534.984375 Penalty: 3583.838867
	Iteration 8F: 3 clusters Score -176535 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -176875.796875 Penalty: 3583.838867
	Iteration 9F: 3 clusters Score -176875.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -177084.437500 Penalty: 3583.838867
	Iteration 10Q: 3 clusters Score -177084.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -177185.968750 Penalty: 3583.838867
	Iteration 11Q: 3 clusters Score -177186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -177199.359375 Penalty: 3583.838867
	Iteration 12Q: 3 clusters Score -177199.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -177210.593750 Penalty: 3583.838867
	Iteration 13Q: 3 clusters Score -177210.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -177225.703125 Penalty: 3583.838867
	Iteration 14Q: 3 clusters Score -177225.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -177235.703125 Penalty: 3583.838867
	Iteration 15Q: 3 clusters Score -177235.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -177249.281250 Penalty: 3583.838867
	Iteration 16Q: 3 clusters Score -177249.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -177251.843750 Penalty: 3583.838867
	Iteration 17Q: 3 clusters Score -177251.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -177251.843750 Penalty: 3583.838867
	Iteration 18F: 3 clusters Score -177251.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 182801 members 
Mstep: Class 4 contains 46017 members 
Mstep: Class 5 contains 1080 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 20688 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 9 contains 331 members 
Mstep: Class 10 contains 34610 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167695 members 
Mstep: Class 16 contains 205311 members 
Mstep: Class 17 contains 133478 members 
Mstep: Class 18 contains 13720 members 
Mstep: Class 19 contains 37780 members 
Entering Unmasked Estep 
Score: -116082808.000000 Penalty: 54213.273438
Splitting cluster 6 changes total score from -116084104.000000 to -116082808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (20688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Entering Unmasked Estep 
Score: -2887741.250000 Penalty: 2464.452637
	Iteration 0F: 2 clusters Score -2887741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2873262.750000 Penalty: 4928.905273
	Iteration 0F: 3 clusters Score -2873263 nChanged 9059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2878111.750000 Penalty: 4928.905273
	Iteration 1F: 3 clusters Score -2878112 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2878489.250000 Penalty: 4928.905273
	Iteration 2F: 3 clusters Score -2878489 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2878853.250000 Penalty: 4928.905273
	Iteration 3Q: 3 clusters Score -2878853 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2879181.000000 Penalty: 4928.905273
	Iteration 4Q: 3 clusters Score -2879181 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2879500.500000 Penalty: 4928.905273
	Iteration 5Q: 3 clusters Score -2879500 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2879789.250000 Penalty: 4928.905273
	Iteration 6Q: 3 clusters Score -2879789 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2880126.750000 Penalty: 4928.905273
	Iteration 7Q: 3 clusters Score -2880127 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2880483.750000 Penalty: 4928.905273
	Iteration 8Q: 3 clusters Score -2880484 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2880959.250000 Penalty: 4928.905273
	Iteration 9Q: 3 clusters Score -2880959 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2881598.500000 Penalty: 4928.905273
	Iteration 10Q: 3 clusters Score -2881598 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2882402.000000 Penalty: 4928.905273
	Iteration 11F: 3 clusters Score -2882402 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2883162.250000 Penalty: 4928.905273
	Iteration 12F: 3 clusters Score -2883162 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2883668.750000 Penalty: 4928.905273
	Iteration 13Q: 3 clusters Score -2883669 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2883936.000000 Penalty: 4928.905273
	Iteration 14Q: 3 clusters Score -2883936 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2884048.250000 Penalty: 4928.905273
	Iteration 15Q: 3 clusters Score -2884048 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2884147.000000 Penalty: 4928.905273
	Iteration 16Q: 3 clusters Score -2884147 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2884207.750000 Penalty: 4928.905273
	Iteration 17Q: 3 clusters Score -2884208 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2884254.250000 Penalty: 4928.905273
	Iteration 18Q: 3 clusters Score -2884254 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2884283.250000 Penalty: 4928.905273
	Iteration 19Q: 3 clusters Score -2884283 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2884330.250000 Penalty: 4928.905273
	Iteration 20F: 3 clusters Score -2884330 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2884347.000000 Penalty: 4928.905273
	Iteration 21Q: 3 clusters Score -2884347 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2884374.250000 Penalty: 4928.905273
	Iteration 22Q: 3 clusters Score -2884374 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2884409.500000 Penalty: 4928.905273
	Iteration 23Q: 3 clusters Score -2884410 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2884436.500000 Penalty: 4928.905273
	Iteration 24Q: 3 clusters Score -2884436 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2884465.000000 Penalty: 4928.905273
	Iteration 25Q: 3 clusters Score -2884465 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2884495.250000 Penalty: 4928.905273
	Iteration 26Q: 3 clusters Score -2884495 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2884512.000000 Penalty: 4928.905273
	Iteration 27Q: 3 clusters Score -2884512 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2884527.750000 Penalty: 4928.905273
	Iteration 28Q: 3 clusters Score -2884528 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2884556.250000 Penalty: 4928.905273
	Iteration 29Q: 3 clusters Score -2884556 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2884573.250000 Penalty: 4928.905273
	Iteration 30Q: 3 clusters Score -2884573 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2884602.750000 Penalty: 4928.905273
	Iteration 31Q: 3 clusters Score -2884603 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2884639.250000 Penalty: 4928.905273
	Iteration 32Q: 3 clusters Score -2884639 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2884661.250000 Penalty: 4928.905273
	Iteration 33Q: 3 clusters Score -2884661 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2884699.250000 Penalty: 4928.905273
	Iteration 34Q: 3 clusters Score -2884699 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2884714.500000 Penalty: 4928.905273
	Iteration 35Q: 3 clusters Score -2884714 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2884735.250000 Penalty: 4928.905273
	Iteration 36Q: 3 clusters Score -2884735 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2884761.500000 Penalty: 4928.905273
	Iteration 37Q: 3 clusters Score -2884762 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2884785.250000 Penalty: 4928.905273
	Iteration 38Q: 3 clusters Score -2884785 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2884821.000000 Penalty: 4928.905273
	Iteration 39Q: 3 clusters Score -2884821 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2884848.500000 Penalty: 4928.905273
	Iteration 40F: 3 clusters Score -2884848 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2884865.250000 Penalty: 4928.905273
	Iteration 41Q: 3 clusters Score -2884865 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2884892.750000 Penalty: 4928.905273
	Iteration 42Q: 3 clusters Score -2884893 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2884915.000000 Penalty: 4928.905273
	Iteration 43Q: 3 clusters Score -2884915 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2884936.500000 Penalty: 4928.905273
	Iteration 44Q: 3 clusters Score -2884936 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2884941.000000 Penalty: 4928.905273
	Iteration 45Q: 3 clusters Score -2884941 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2884964.750000 Penalty: 4928.905273
	Iteration 46Q: 3 clusters Score -2884965 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2884987.000000 Penalty: 4928.905273
	Iteration 47Q: 3 clusters Score -2884987 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2885013.000000 Penalty: 4928.905273
	Iteration 48Q: 3 clusters Score -2885013 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2885037.000000 Penalty: 4928.905273
	Iteration 49Q: 3 clusters Score -2885037 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2885041.250000 Penalty: 4928.905273
	Iteration 50Q: 3 clusters Score -2885041 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2885063.250000 Penalty: 4928.905273
	Iteration 51Q: 3 clusters Score -2885063 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2885082.250000 Penalty: 4928.905273
	Iteration 52Q: 3 clusters Score -2885082 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2885110.250000 Penalty: 4928.905273
	Iteration 53Q: 3 clusters Score -2885110 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2885131.000000 Penalty: 4928.905273
	Iteration 54Q: 3 clusters Score -2885131 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2885144.000000 Penalty: 4928.905273
	Iteration 55Q: 3 clusters Score -2885144 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2885170.000000 Penalty: 4928.905273
	Iteration 56Q: 3 clusters Score -2885170 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2885201.250000 Penalty: 4928.905273
	Iteration 57Q: 3 clusters Score -2885201 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2885227.750000 Penalty: 4928.905273
	Iteration 58Q: 3 clusters Score -2885228 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2885240.750000 Penalty: 4928.905273
	Iteration 59Q: 3 clusters Score -2885241 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2885273.500000 Penalty: 4928.905273
	Iteration 60F: 3 clusters Score -2885274 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2885283.500000 Penalty: 4928.905273
	Iteration 61Q: 3 clusters Score -2885284 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2885313.250000 Penalty: 4928.905273
	Iteration 62Q: 3 clusters Score -2885313 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2885326.250000 Penalty: 4928.905273
	Iteration 63Q: 3 clusters Score -2885326 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2885338.250000 Penalty: 4928.905273
	Iteration 64Q: 3 clusters Score -2885338 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2885354.500000 Penalty: 4928.905273
	Iteration 65Q: 3 clusters Score -2885354 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2885367.000000 Penalty: 4928.905273
	Iteration 66Q: 3 clusters Score -2885367 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2885390.250000 Penalty: 4928.905273
	Iteration 67Q: 3 clusters Score -2885390 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2885406.500000 Penalty: 4928.905273
	Iteration 68Q: 3 clusters Score -2885406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2885432.000000 Penalty: 4928.905273
	Iteration 69Q: 3 clusters Score -2885432 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2885441.250000 Penalty: 4928.905273
	Iteration 70Q: 3 clusters Score -2885441 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2885459.750000 Penalty: 4928.905273
	Iteration 71Q: 3 clusters Score -2885460 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2885467.750000 Penalty: 4928.905273
	Iteration 72Q: 3 clusters Score -2885468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2885474.250000 Penalty: 4928.905273
	Iteration 73Q: 3 clusters Score -2885474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2885490.750000 Penalty: 4928.905273
	Iteration 74Q: 3 clusters Score -2885491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2885494.750000 Penalty: 4928.905273
	Iteration 75Q: 3 clusters Score -2885495 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2885500.500000 Penalty: 4928.905273
	Iteration 76Q: 3 clusters Score -2885500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2885501.500000 Penalty: 4928.905273
	Iteration 77Q: 3 clusters Score -2885502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2885520.250000 Penalty: 4928.905273
	Iteration 78Q: 3 clusters Score -2885520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2885521.250000 Penalty: 4928.905273
	Iteration 79Q: 3 clusters Score -2885521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2885532.750000 Penalty: 4928.905273
	Iteration 80F: 3 clusters Score -2885533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2885538.750000 Penalty: 4928.905273
	Iteration 81Q: 3 clusters Score -2885539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2885542.750000 Penalty: 4928.905273
	Iteration 82Q: 3 clusters Score -2885543 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2885548.000000 Penalty: 4928.905273
	Iteration 83Q: 3 clusters Score -2885548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2885557.500000 Penalty: 4928.905273
	Iteration 84Q: 3 clusters Score -2885558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2885560.750000 Penalty: 4928.905273
	Iteration 85Q: 3 clusters Score -2885561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2885572.000000 Penalty: 4928.905273
	Iteration 86Q: 3 clusters Score -2885572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2885581.750000 Penalty: 4928.905273
	Iteration 87Q: 3 clusters Score -2885582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2885596.250000 Penalty: 4928.905273
	Iteration 88Q: 3 clusters Score -2885596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2885605.500000 Penalty: 4928.905273
	Iteration 89Q: 3 clusters Score -2885606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2885616.500000 Penalty: 4928.905273
	Iteration 90Q: 3 clusters Score -2885616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2885615.750000 Penalty: 4928.905273
	Iteration 91Q: 3 clusters Score -2885616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2885623.250000 Penalty: 4928.905273
	Iteration 92Q: 3 clusters Score -2885623 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2885628.500000 Penalty: 4928.905273
	Iteration 93Q: 3 clusters Score -2885628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2885640.500000 Penalty: 4928.905273
	Iteration 94Q: 3 clusters Score -2885640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2885654.250000 Penalty: 4928.905273
	Iteration 95Q: 3 clusters Score -2885654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2885658.250000 Penalty: 4928.905273
	Iteration 96Q: 3 clusters Score -2885658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2885667.750000 Penalty: 4928.905273
	Iteration 97Q: 3 clusters Score -2885668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2885678.750000 Penalty: 4928.905273
	Iteration 98Q: 3 clusters Score -2885679 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2885685.000000 Penalty: 4928.905273
	Iteration 99Q: 3 clusters Score -2885685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2885692.000000 Penalty: 4928.905273
	Iteration 100F: 3 clusters Score -2885692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2885704.250000 Penalty: 4928.905273
	Iteration 101Q: 3 clusters Score -2885704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2885706.750000 Penalty: 4928.905273
	Iteration 102Q: 3 clusters Score -2885707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2885712.250000 Penalty: 4928.905273
	Iteration 103Q: 3 clusters Score -2885712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2885717.750000 Penalty: 4928.905273
	Iteration 104Q: 3 clusters Score -2885718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2885711.750000 Penalty: 4928.905273
	Iteration 105Q: 3 clusters Score -2885712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2885713.750000 Penalty: 4928.905273
	Iteration 106Q: 3 clusters Score -2885714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2885715.750000 Penalty: 4928.905273
	Iteration 107Q: 3 clusters Score -2885716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2885718.000000 Penalty: 4928.905273
	Iteration 108Q: 3 clusters Score -2885718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2885721.250000 Penalty: 4928.905273
	Iteration 109Q: 3 clusters Score -2885721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2885720.000000 Penalty: 4928.905273
	Iteration 110Q: 3 clusters Score -2885720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2885721.250000 Penalty: 4928.905273
	Iteration 111Q: 3 clusters Score -2885721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2885725.250000 Penalty: 4928.905273
	Iteration 112Q: 3 clusters Score -2885725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2885725.000000 Penalty: 4928.905273
	Iteration 113Q: 3 clusters Score -2885725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2885724.500000 Penalty: 4928.905273
	Iteration 114Q: 3 clusters Score -2885724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2885730.250000 Penalty: 4928.905273
	Iteration 115Q: 3 clusters Score -2885730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2885730.000000 Penalty: 4928.905273
	Iteration 116Q: 3 clusters Score -2885730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2885732.250000 Penalty: 4928.905273
	Iteration 117Q: 3 clusters Score -2885732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2885731.500000 Penalty: 4928.905273
	Iteration 118Q: 3 clusters Score -2885732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2885738.750000 Penalty: 4928.905273
	Iteration 119Q: 3 clusters Score -2885739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2885736.500000 Penalty: 4928.905273
	Iteration 120F: 3 clusters Score -2885736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2885741.750000 Penalty: 4928.905273
	Iteration 121Q: 3 clusters Score -2885742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2885742.500000 Penalty: 4928.905273
	Iteration 122Q: 3 clusters Score -2885742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2885742.500000 Penalty: 4928.905273
	Iteration 123F: 3 clusters Score -2885742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Entering Unmasked Estep 
Score: -126659.164062 Penalty: 1711.381226
	Iteration 0F: 2 clusters Score -126659.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -124767.375000 Penalty: 3422.762451
	Iteration 0F: 3 clusters Score -124767.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -125055.195312 Penalty: 3422.762451
	Iteration 1F: 3 clusters Score -125055.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -125110.484375 Penalty: 3422.762451
	Iteration 2Q: 3 clusters Score -125110.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -125152.898438 Penalty: 3422.762451
	Iteration 3Q: 3 clusters Score -125152.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -125189.390625 Penalty: 3422.762451
	Iteration 4Q: 3 clusters Score -125189.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -125225.382812 Penalty: 3422.762451
	Iteration 5Q: 3 clusters Score -125225.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -125251.601562 Penalty: 3422.762451
	Iteration 6Q: 3 clusters Score -125251.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -125278.117188 Penalty: 3422.762451
	Iteration 7Q: 3 clusters Score -125278.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -125299.117188 Penalty: 3422.762451
	Iteration 8Q: 3 clusters Score -125299.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -125322.625000 Penalty: 3422.762451
	Iteration 9Q: 3 clusters Score -125322.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -125342.546875 Penalty: 3422.762451
	Iteration 10Q: 3 clusters Score -125342.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -125356.484375 Penalty: 3422.762451
	Iteration 11Q: 3 clusters Score -125356.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -125368.500000 Penalty: 3422.762451
	Iteration 12Q: 3 clusters Score -125368.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -125389.906250 Penalty: 3422.762451
	Iteration 13Q: 3 clusters Score -125389.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -125407.398438 Penalty: 3422.762451
	Iteration 14Q: 3 clusters Score -125407.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -125429.398438 Penalty: 3422.762451
	Iteration 15Q: 3 clusters Score -125429.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -125451.898438 Penalty: 3422.762451
	Iteration 16Q: 3 clusters Score -125451.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -125465.875000 Penalty: 3422.762451
	Iteration 17Q: 3 clusters Score -125465.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -125473.640625 Penalty: 3422.762451
	Iteration 18Q: 3 clusters Score -125473.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -125496.507812 Penalty: 3422.762451
	Iteration 19Q: 3 clusters Score -125496.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -125518.703125 Penalty: 3422.762451
	Iteration 20F: 3 clusters Score -125518.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -125545.375000 Penalty: 3422.762451
	Iteration 21Q: 3 clusters Score -125545.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -125574.304688 Penalty: 3422.762451
	Iteration 22Q: 3 clusters Score -125574.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -125608.000000 Penalty: 3422.762451
	Iteration 23Q: 3 clusters Score -125608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -125657.640625 Penalty: 3422.762451
	Iteration 24Q: 3 clusters Score -125657.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -125723.843750 Penalty: 3422.762451
	Iteration 25Q: 3 clusters Score -125723.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -125778.039062 Penalty: 3422.762451
	Iteration 26Q: 3 clusters Score -125778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -125817.671875 Penalty: 3422.762451
	Iteration 27Q: 3 clusters Score -125817.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -125869.343750 Penalty: 3422.762451
	Iteration 28Q: 3 clusters Score -125869.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -125897.421875 Penalty: 3422.762451
	Iteration 29Q: 3 clusters Score -125897.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -125916.085938 Penalty: 3422.762451
	Iteration 30Q: 3 clusters Score -125916.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -125929.085938 Penalty: 3422.762451
	Iteration 31Q: 3 clusters Score -125929.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -125950.335938 Penalty: 3422.762451
	Iteration 32Q: 3 clusters Score -125950.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -125964.210938 Penalty: 3422.762451
	Iteration 33Q: 3 clusters Score -125964.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -125972.351562 Penalty: 3422.762451
	Iteration 34Q: 3 clusters Score -125972.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -125976.734375 Penalty: 3422.762451
	Iteration 35Q: 3 clusters Score -125976.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -125989.953125 Penalty: 3422.762451
	Iteration 36Q: 3 clusters Score -125990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -126010.992188 Penalty: 3422.762451
	Iteration 37Q: 3 clusters Score -126011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -126064.765625 Penalty: 3422.762451
	Iteration 38Q: 3 clusters Score -126064.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -126104.023438 Penalty: 3422.762451
	Iteration 39Q: 3 clusters Score -126104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -126124.593750 Penalty: 3422.762451
	Iteration 40F: 3 clusters Score -126124.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -126134.562500 Penalty: 3422.762451
	Iteration 41Q: 3 clusters Score -126134.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -126138.570312 Penalty: 3422.762451
	Iteration 42Q: 3 clusters Score -126138.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -126139.492188 Penalty: 3422.762451
	Iteration 43Q: 3 clusters Score -126139.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -126139.492188 Penalty: 3422.762451
	Iteration 44F: 3 clusters Score -126139.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Entering Unmasked Estep 
Score: -4825954.000000 Penalty: 2592.070557
	Iteration 0F: 2 clusters Score -4825954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -4802295.500000 Penalty: 5184.141113
	Iteration 0F: 3 clusters Score -4802296 nChanged 15775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -4810750.000000 Penalty: 5184.141113
	Iteration 1F: 3 clusters Score -4810750 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -4811152.500000 Penalty: 5184.141113
	Iteration 2Q: 3 clusters Score -4811152 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -4811442.000000 Penalty: 5184.141113
	Iteration 3Q: 3 clusters Score -4811442 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -4811683.500000 Penalty: 5184.141113
	Iteration 4Q: 3 clusters Score -4811684 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -4811895.000000 Penalty: 5184.141113
	Iteration 5Q: 3 clusters Score -4811895 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -4812086.500000 Penalty: 5184.141113
	Iteration 6Q: 3 clusters Score -4812086 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -4812290.500000 Penalty: 5184.141113
	Iteration 7Q: 3 clusters Score -4812290 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -4812492.500000 Penalty: 5184.141113
	Iteration 8Q: 3 clusters Score -4812492 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -4812687.500000 Penalty: 5184.141113
	Iteration 9Q: 3 clusters Score -4812688 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -4812941.500000 Penalty: 5184.141113
	Iteration 10Q: 3 clusters Score -4812942 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -4813238.000000 Penalty: 5184.141113
	Iteration 11Q: 3 clusters Score -4813238 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -4813701.500000 Penalty: 5184.141113
	Iteration 12Q: 3 clusters Score -4813702 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -4814335.500000 Penalty: 5184.141113
	Iteration 13Q: 3 clusters Score -4814336 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -4815310.500000 Penalty: 5184.141113
	Iteration 14Q: 3 clusters Score -4815310 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -4816631.500000 Penalty: 5184.141113
	Iteration 15Q: 3 clusters Score -4816632 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -4818154.000000 Penalty: 5184.141113
	Iteration 16F: 3 clusters Score -4818154 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -4819552.500000 Penalty: 5184.141113
	Iteration 17Q: 3 clusters Score -4819552 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -4820637.000000 Penalty: 5184.141113
	Iteration 18Q: 3 clusters Score -4820637 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -4821454.500000 Penalty: 5184.141113
	Iteration 19Q: 3 clusters Score -4821454 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -4822034.500000 Penalty: 5184.141113
	Iteration 20F: 3 clusters Score -4822034 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -4822404.000000 Penalty: 5184.141113
	Iteration 21Q: 3 clusters Score -4822404 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -4822694.500000 Penalty: 5184.141113
	Iteration 22Q: 3 clusters Score -4822694 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -4822919.500000 Penalty: 5184.141113
	Iteration 23Q: 3 clusters Score -4822920 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -4823088.500000 Penalty: 5184.141113
	Iteration 24Q: 3 clusters Score -4823088 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -4823223.000000 Penalty: 5184.141113
	Iteration 25Q: 3 clusters Score -4823223 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -4823307.500000 Penalty: 5184.141113
	Iteration 26Q: 3 clusters Score -4823308 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -4823362.000000 Penalty: 5184.141113
	Iteration 27Q: 3 clusters Score -4823362 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -4823403.000000 Penalty: 5184.141113
	Iteration 28Q: 3 clusters Score -4823403 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -4823435.500000 Penalty: 5184.141113
	Iteration 29Q: 3 clusters Score -4823436 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -4823462.000000 Penalty: 5184.141113
	Iteration 30Q: 3 clusters Score -4823462 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -4823482.500000 Penalty: 5184.141113
	Iteration 31Q: 3 clusters Score -4823482 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -4823507.500000 Penalty: 5184.141113
	Iteration 32Q: 3 clusters Score -4823508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -4823531.500000 Penalty: 5184.141113
	Iteration 33Q: 3 clusters Score -4823532 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -4823548.500000 Penalty: 5184.141113
	Iteration 34Q: 3 clusters Score -4823548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -4823562.000000 Penalty: 5184.141113
	Iteration 35Q: 3 clusters Score -4823562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -4823568.000000 Penalty: 5184.141113
	Iteration 36Q: 3 clusters Score -4823568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -4823577.000000 Penalty: 5184.141113
	Iteration 37Q: 3 clusters Score -4823577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -4823584.500000 Penalty: 5184.141113
	Iteration 38Q: 3 clusters Score -4823584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -4823591.500000 Penalty: 5184.141113
	Iteration 39Q: 3 clusters Score -4823592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -4823601.500000 Penalty: 5184.141113
	Iteration 40F: 3 clusters Score -4823602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -4823600.000000 Penalty: 5184.141113
	Iteration 41Q: 3 clusters Score -4823600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -4823600.000000 Penalty: 5184.141113
	Iteration 42F: 3 clusters Score -4823600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -34634.589844 Penalty: 1408.682739
	Iteration 0F: 2 clusters Score -34634.59 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 153 members 
Entering Unmasked Estep 
Score: -33450.738281 Penalty: 2817.365479
	Iteration 0F: 3 clusters Score -33450.74 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -33723.703125 Penalty: 2817.365479
	Iteration 1F: 3 clusters Score -33723.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -33842.105469 Penalty: 2817.365479
	Iteration 2F: 3 clusters Score -33842.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33948.492188 Penalty: 2817.365479
	Iteration 3F: 3 clusters Score -33948.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -33989.386719 Penalty: 2817.365479
	Iteration 4Q: 3 clusters Score -33989.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -34014.191406 Penalty: 2817.365479
	Iteration 5Q: 3 clusters Score -34014.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -34031.531250 Penalty: 2817.365479
	Iteration 6Q: 3 clusters Score -34031.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -34043.527344 Penalty: 2817.365479
	Iteration 7Q: 3 clusters Score -34043.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -34043.527344 Penalty: 2817.365479
	Iteration 8F: 3 clusters Score -34043.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (167695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167695 members 
Entering Unmasked Estep 
Score: -23129904.000000 Penalty: 2983.415771
	Iteration 0F: 2 clusters Score -2.31299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83999 members 
Mstep: Class 2 contains 83696 members 
Entering Unmasked Estep 
Score: -23020746.000000 Penalty: 5966.831543
	Iteration 0F: 3 clusters Score -2.302075e+07 nChanged 80108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86361 members 
Mstep: Class 2 contains 81334 members 
Entering Unmasked Estep 
Score: -23067676.000000 Penalty: 5966.831543
	Iteration 1F: 3 clusters Score -2.306768e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87739 members 
Mstep: Class 2 contains 79956 members 
Entering Unmasked Estep 
Score: -23068556.000000 Penalty: 5966.831543
	Iteration 2Q: 3 clusters Score -2.306856e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89909 members 
Mstep: Class 2 contains 77786 members 
Entering Unmasked Estep 
Score: -23069490.000000 Penalty: 5966.831543
	Iteration 3Q: 3 clusters Score -2.306949e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93265 members 
Mstep: Class 2 contains 74430 members 
Entering Unmasked Estep 
Score: -23071284.000000 Penalty: 5966.831543
	Iteration 4Q: 3 clusters Score -2.307128e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98435 members 
Mstep: Class 2 contains 69260 members 
Entering Unmasked Estep 
Score: -23073844.000000 Penalty: 5966.831543
	Iteration 5Q: 3 clusters Score -2.307384e+07 nChanged 8818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106047 members 
Mstep: Class 2 contains 61648 members 
Entering Unmasked Estep 
Score: -23078520.000000 Penalty: 5966.831543
	Iteration 6F: 3 clusters Score -2.307852e+07 nChanged 11663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116732 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -23086426.000000 Penalty: 5966.831543
	Iteration 7F: 3 clusters Score -2.308643e+07 nChanged 13549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129725 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -23097960.000000 Penalty: 5966.831543
	Iteration 8F: 3 clusters Score -2.309796e+07 nChanged 12917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142310 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -23110030.000000 Penalty: 5966.831543
	Iteration 9F: 3 clusters Score -2.311003e+07 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151535 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -23118620.000000 Penalty: 5966.831543
	Iteration 10F: 3 clusters Score -2.311862e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156568 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -23123266.000000 Penalty: 5966.831543
	Iteration 11Q: 3 clusters Score -2.312327e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159109 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -23125364.000000 Penalty: 5966.831543
	Iteration 12Q: 3 clusters Score -2.312536e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160558 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -23126310.000000 Penalty: 5966.831543
	Iteration 13Q: 3 clusters Score -2.312631e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161587 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -23126576.000000 Penalty: 5966.831543
	Iteration 14Q: 3 clusters Score -2.312658e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162343 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -23126810.000000 Penalty: 5966.831543
	Iteration 15Q: 3 clusters Score -2.312681e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162943 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -23126980.000000 Penalty: 5966.831543
	Iteration 16Q: 3 clusters Score -2.312698e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163439 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -23127200.000000 Penalty: 5966.831543
	Iteration 17Q: 3 clusters Score -2.31272e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163865 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -23127268.000000 Penalty: 5966.831543
	Iteration 18Q: 3 clusters Score -2.312727e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164219 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -23127406.000000 Penalty: 5966.831543
	Iteration 19Q: 3 clusters Score -2.312741e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164499 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -23127456.000000 Penalty: 5966.831543
	Iteration 20F: 3 clusters Score -2.312746e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164739 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -23127536.000000 Penalty: 5966.831543
	Iteration 21Q: 3 clusters Score -2.312754e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164924 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -23127552.000000 Penalty: 5966.831543
	Iteration 22Q: 3 clusters Score -2.312755e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165086 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -23127558.000000 Penalty: 5966.831543
	Iteration 23Q: 3 clusters Score -2.312756e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165209 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -23127532.000000 Penalty: 5966.831543
	Iteration 24Q: 3 clusters Score -2.312753e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165319 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -23127544.000000 Penalty: 5966.831543
	Iteration 25Q: 3 clusters Score -2.312754e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165414 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -23127572.000000 Penalty: 5966.831543
	Iteration 26Q: 3 clusters Score -2.312757e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165498 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -23127562.000000 Penalty: 5966.831543
	Iteration 27Q: 3 clusters Score -2.312756e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165558 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -23127582.000000 Penalty: 5966.831543
	Iteration 28Q: 3 clusters Score -2.312758e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165623 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -23127566.000000 Penalty: 5966.831543
	Iteration 29Q: 3 clusters Score -2.312757e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165684 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -23127532.000000 Penalty: 5966.831543
	Iteration 30Q: 3 clusters Score -2.312753e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165741 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -23127566.000000 Penalty: 5966.831543
	Iteration 31Q: 3 clusters Score -2.312757e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165787 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -23127552.000000 Penalty: 5966.831543
	Iteration 32Q: 3 clusters Score -2.312755e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165825 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -23127570.000000 Penalty: 5966.831543
	Iteration 33Q: 3 clusters Score -2.312757e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165857 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -23127590.000000 Penalty: 5966.831543
	Iteration 34Q: 3 clusters Score -2.312759e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165886 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -23127604.000000 Penalty: 5966.831543
	Iteration 35Q: 3 clusters Score -2.31276e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165916 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -23127604.000000 Penalty: 5966.831543
	Iteration 36Q: 3 clusters Score -2.31276e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165945 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -23127632.000000 Penalty: 5966.831543
	Iteration 37Q: 3 clusters Score -2.312763e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165973 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -23127644.000000 Penalty: 5966.831543
	Iteration 38Q: 3 clusters Score -2.312764e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165995 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -23127638.000000 Penalty: 5966.831543
	Iteration 39Q: 3 clusters Score -2.312764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166012 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -23127622.000000 Penalty: 5966.831543
	Iteration 40F: 3 clusters Score -2.312762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166020 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -23127640.000000 Penalty: 5966.831543
	Iteration 41Q: 3 clusters Score -2.312764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166026 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -23127632.000000 Penalty: 5966.831543
	Iteration 42Q: 3 clusters Score -2.312763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166032 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -23127638.000000 Penalty: 5966.831543
	Iteration 43Q: 3 clusters Score -2.312764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166043 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -23127654.000000 Penalty: 5966.831543
	Iteration 44Q: 3 clusters Score -2.312765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166047 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -23127654.000000 Penalty: 5966.831543
	Iteration 45Q: 3 clusters Score -2.312765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166053 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -23127646.000000 Penalty: 5966.831543
	Iteration 46Q: 3 clusters Score -2.312765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166060 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -23127624.000000 Penalty: 5966.831543
	Iteration 47Q: 3 clusters Score -2.312762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166065 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -23127626.000000 Penalty: 5966.831543
	Iteration 48Q: 3 clusters Score -2.312763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166067 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -23127624.000000 Penalty: 5966.831543
	Iteration 49Q: 3 clusters Score -2.312762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166073 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -23127620.000000 Penalty: 5966.831543
	Iteration 50Q: 3 clusters Score -2.312762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166077 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -23127616.000000 Penalty: 5966.831543
	Iteration 51Q: 3 clusters Score -2.312762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166085 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -23127614.000000 Penalty: 5966.831543
	Iteration 52Q: 3 clusters Score -2.312761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166091 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -23127644.000000 Penalty: 5966.831543
	Iteration 53Q: 3 clusters Score -2.312764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166098 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -23127640.000000 Penalty: 5966.831543
	Iteration 54Q: 3 clusters Score -2.312764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166105 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -23127636.000000 Penalty: 5966.831543
	Iteration 55Q: 3 clusters Score -2.312764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166108 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -23127648.000000 Penalty: 5966.831543
	Iteration 56Q: 3 clusters Score -2.312765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166111 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -23127646.000000 Penalty: 5966.831543
	Iteration 57Q: 3 clusters Score -2.312765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166114 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -23127626.000000 Penalty: 5966.831543
	Iteration 58Q: 3 clusters Score -2.312763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166117 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -23127622.000000 Penalty: 5966.831543
	Iteration 59Q: 3 clusters Score -2.312762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166118 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -23127628.000000 Penalty: 5966.831543
	Iteration 60F: 3 clusters Score -2.312763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (205311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205311 members 
Entering Unmasked Estep 
Score: -28098678.000000 Penalty: 3033.605713
	Iteration 0F: 2 clusters Score -2.809868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102423 members 
Mstep: Class 2 contains 102888 members 
Entering Unmasked Estep 
Score: -27971382.000000 Penalty: 6067.211426
	Iteration 0F: 3 clusters Score -2.797138e+07 nChanged 98522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97977 members 
Mstep: Class 2 contains 107334 members 
Entering Unmasked Estep 
Score: -28029478.000000 Penalty: 6067.211426
	Iteration 1F: 3 clusters Score -2.802948e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95265 members 
Mstep: Class 2 contains 110046 members 
Entering Unmasked Estep 
Score: -28030514.000000 Penalty: 6067.211426
	Iteration 2Q: 3 clusters Score -2.803051e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91029 members 
Mstep: Class 2 contains 114282 members 
Entering Unmasked Estep 
Score: -28031716.000000 Penalty: 6067.211426
	Iteration 3Q: 3 clusters Score -2.803172e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84480 members 
Mstep: Class 2 contains 120831 members 
Entering Unmasked Estep 
Score: -28034132.000000 Penalty: 6067.211426
	Iteration 4Q: 3 clusters Score -2.803413e+07 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74652 members 
Mstep: Class 2 contains 130659 members 
Entering Unmasked Estep 
Score: -28038752.000000 Penalty: 6067.211426
	Iteration 5Q: 3 clusters Score -2.803875e+07 nChanged 14030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60674 members 
Mstep: Class 2 contains 144637 members 
Entering Unmasked Estep 
Score: -28047638.000000 Penalty: 6067.211426
	Iteration 6F: 3 clusters Score -2.804764e+07 nChanged 18387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 163014 members 
Entering Unmasked Estep 
Score: -28062230.000000 Penalty: 6067.211426
	Iteration 7F: 3 clusters Score -2.806223e+07 nChanged 19116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 182130 members 
Entering Unmasked Estep 
Score: -28077632.000000 Penalty: 6067.211426
	Iteration 8F: 3 clusters Score -2.807763e+07 nChanged 13564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 195694 members 
Entering Unmasked Estep 
Score: -28087698.000000 Penalty: 6067.211426
	Iteration 9F: 3 clusters Score -2.80877e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 202035 members 
Entering Unmasked Estep 
Score: -28092890.000000 Penalty: 6067.211426
	Iteration 10Q: 3 clusters Score -2.809289e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 204112 members 
Entering Unmasked Estep 
Score: -28094624.000000 Penalty: 6067.211426
	Iteration 11Q: 3 clusters Score -2.809462e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 204700 members 
Entering Unmasked Estep 
Score: -28095328.000000 Penalty: 6067.211426
	Iteration 12Q: 3 clusters Score -2.809533e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 204888 members 
Entering Unmasked Estep 
Score: -28095558.000000 Penalty: 6067.211426
	Iteration 13Q: 3 clusters Score -2.809556e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 204951 members 
Entering Unmasked Estep 
Score: -28095714.000000 Penalty: 6067.211426
	Iteration 14Q: 3 clusters Score -2.809571e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 204995 members 
Entering Unmasked Estep 
Score: -28095836.000000 Penalty: 6067.211426
	Iteration 15Q: 3 clusters Score -2.809584e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 205008 members 
Entering Unmasked Estep 
Score: -28095866.000000 Penalty: 6067.211426
	Iteration 16Q: 3 clusters Score -2.809587e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 205008 members 
Entering Unmasked Estep 
Score: -28095884.000000 Penalty: 6067.211426
	Iteration 17Q: 3 clusters Score -2.809588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 205012 members 
Entering Unmasked Estep 
Score: -28095892.000000 Penalty: 6067.211426
	Iteration 18Q: 3 clusters Score -2.809589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 205019 members 
Entering Unmasked Estep 
Score: -28095902.000000 Penalty: 6067.211426
	Iteration 19Q: 3 clusters Score -2.80959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 205021 members 
Entering Unmasked Estep 
Score: -28095910.000000 Penalty: 6067.211426
	Iteration 20F: 3 clusters Score -2.809591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 205022 members 
Entering Unmasked Estep 
Score: -28095904.000000 Penalty: 6067.211426
	Iteration 21Q: 3 clusters Score -2.80959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 205020 members 
Entering Unmasked Estep 
Score: -28095906.000000 Penalty: 6067.211426
	Iteration 22Q: 3 clusters Score -2.809591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 205022 members 
Entering Unmasked Estep 
Score: -28095926.000000 Penalty: 6067.211426
	Iteration 23Q: 3 clusters Score -2.809593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 205020 members 
Entering Unmasked Estep 
Score: -28095928.000000 Penalty: 6067.211426
	Iteration 24Q: 3 clusters Score -2.809593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 205020 members 
Entering Unmasked Estep 
Score: -28095938.000000 Penalty: 6067.211426
	Iteration 25Q: 3 clusters Score -2.809594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 205017 members 
Entering Unmasked Estep 
Score: -28095936.000000 Penalty: 6067.211426
	Iteration 26Q: 3 clusters Score -2.809594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 205015 members 
Entering Unmasked Estep 
Score: -28095952.000000 Penalty: 6067.211426
	Iteration 27Q: 3 clusters Score -2.809595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 205014 members 
Entering Unmasked Estep 
Score: -28095970.000000 Penalty: 6067.211426
	Iteration 28Q: 3 clusters Score -2.809597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 205016 members 
Entering Unmasked Estep 
Score: -28095966.000000 Penalty: 6067.211426
	Iteration 29Q: 3 clusters Score -2.809597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 205016 members 
Entering Unmasked Estep 
Score: -28095966.000000 Penalty: 6067.211426
	Iteration 30F: 3 clusters Score -2.809597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (133478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133478 members 
Entering Unmasked Estep 
Score: -18344110.000000 Penalty: 2926.819580
	Iteration 0F: 2 clusters Score -1.834411e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66545 members 
Mstep: Class 2 contains 66933 members 
Entering Unmasked Estep 
Score: -18254828.000000 Penalty: 5853.639160
	Iteration 0F: 3 clusters Score -1.825483e+07 nChanged 63467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 69548 members 
Entering Unmasked Estep 
Score: -18291540.000000 Penalty: 5853.639160
	Iteration 1F: 3 clusters Score -1.829154e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62268 members 
Mstep: Class 2 contains 71210 members 
Entering Unmasked Estep 
Score: -18292572.000000 Penalty: 5853.639160
	Iteration 2Q: 3 clusters Score -1.829257e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59815 members 
Mstep: Class 2 contains 73663 members 
Entering Unmasked Estep 
Score: -18294072.000000 Penalty: 5853.639160
	Iteration 3Q: 3 clusters Score -1.829407e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 77257 members 
Entering Unmasked Estep 
Score: -18296220.000000 Penalty: 5853.639160
	Iteration 4Q: 3 clusters Score -1.829622e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 82311 members 
Entering Unmasked Estep 
Score: -18299472.000000 Penalty: 5853.639160
	Iteration 5Q: 3 clusters Score -1.829947e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 89022 members 
Entering Unmasked Estep 
Score: -18304352.000000 Penalty: 5853.639160
	Iteration 6F: 3 clusters Score -1.830435e+07 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 97203 members 
Entering Unmasked Estep 
Score: -18311138.000000 Penalty: 5853.639160
	Iteration 7F: 3 clusters Score -1.831114e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 105746 members 
Entering Unmasked Estep 
Score: -18318784.000000 Penalty: 5853.639160
	Iteration 8F: 3 clusters Score -1.831878e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 113414 members 
Entering Unmasked Estep 
Score: -18325786.000000 Penalty: 5853.639160
	Iteration 9F: 3 clusters Score -1.832579e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 119284 members 
Entering Unmasked Estep 
Score: -18330870.000000 Penalty: 5853.639160
	Iteration 10Q: 3 clusters Score -1.833087e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 123561 members 
Entering Unmasked Estep 
Score: -18334400.000000 Penalty: 5853.639160
	Iteration 11Q: 3 clusters Score -1.83344e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 126654 members 
Entering Unmasked Estep 
Score: -18336870.000000 Penalty: 5853.639160
	Iteration 12Q: 3 clusters Score -1.833687e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 128927 members 
Entering Unmasked Estep 
Score: -18338440.000000 Penalty: 5853.639160
	Iteration 13Q: 3 clusters Score -1.833844e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 130500 members 
Entering Unmasked Estep 
Score: -18339582.000000 Penalty: 5853.639160
	Iteration 14Q: 3 clusters Score -1.833958e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 131499 members 
Entering Unmasked Estep 
Score: -18340340.000000 Penalty: 5853.639160
	Iteration 15Q: 3 clusters Score -1.834034e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 132114 members 
Entering Unmasked Estep 
Score: -18340834.000000 Penalty: 5853.639160
	Iteration 16Q: 3 clusters Score -1.834083e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 132463 members 
Entering Unmasked Estep 
Score: -18341076.000000 Penalty: 5853.639160
	Iteration 17Q: 3 clusters Score -1.834108e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 132651 members 
Entering Unmasked Estep 
Score: -18341210.000000 Penalty: 5853.639160
	Iteration 18Q: 3 clusters Score -1.834121e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 132783 members 
Entering Unmasked Estep 
Score: -18341310.000000 Penalty: 5853.639160
	Iteration 19Q: 3 clusters Score -1.834131e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 132864 members 
Entering Unmasked Estep 
Score: -18341388.000000 Penalty: 5853.639160
	Iteration 20F: 3 clusters Score -1.834139e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 132915 members 
Entering Unmasked Estep 
Score: -18341460.000000 Penalty: 5853.639160
	Iteration 21Q: 3 clusters Score -1.834146e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 132951 members 
Entering Unmasked Estep 
Score: -18341478.000000 Penalty: 5853.639160
	Iteration 22Q: 3 clusters Score -1.834148e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 132978 members 
Entering Unmasked Estep 
Score: -18341480.000000 Penalty: 5853.639160
	Iteration 23Q: 3 clusters Score -1.834148e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 132991 members 
Entering Unmasked Estep 
Score: -18341486.000000 Penalty: 5853.639160
	Iteration 24Q: 3 clusters Score -1.834149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 132999 members 
Entering Unmasked Estep 
Score: -18341494.000000 Penalty: 5853.639160
	Iteration 25Q: 3 clusters Score -1.834149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 133008 members 
Entering Unmasked Estep 
Score: -18341504.000000 Penalty: 5853.639160
	Iteration 26Q: 3 clusters Score -1.83415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 133015 members 
Entering Unmasked Estep 
Score: -18341500.000000 Penalty: 5853.639160
	Iteration 27Q: 3 clusters Score -1.83415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 133021 members 
Entering Unmasked Estep 
Score: -18341518.000000 Penalty: 5853.639160
	Iteration 28Q: 3 clusters Score -1.834152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 133024 members 
Entering Unmasked Estep 
Score: -18341528.000000 Penalty: 5853.639160
	Iteration 29Q: 3 clusters Score -1.834153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 133028 members 
Entering Unmasked Estep 
Score: -18341520.000000 Penalty: 5853.639160
	Iteration 30Q: 3 clusters Score -1.834152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 133028 members 
Entering Unmasked Estep 
Score: -18341520.000000 Penalty: 5853.639160
	Iteration 31F: 3 clusters Score -1.834152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Entering Unmasked Estep 
Score: -1931834.125000 Penalty: 2362.599121
	Iteration 0F: 2 clusters Score -1931834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1921788.500000 Penalty: 4725.198242
	Iteration 0F: 3 clusters Score -1921788 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1924935.500000 Penalty: 4725.198242
	Iteration 1F: 3 clusters Score -1924936 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1925222.250000 Penalty: 4725.198242
	Iteration 2F: 3 clusters Score -1925222 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1925449.750000 Penalty: 4725.198242
	Iteration 3Q: 3 clusters Score -1925450 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1925654.250000 Penalty: 4725.198242
	Iteration 4Q: 3 clusters Score -1925654 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1925841.500000 Penalty: 4725.198242
	Iteration 5Q: 3 clusters Score -1925842 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1926038.750000 Penalty: 4725.198242
	Iteration 6Q: 3 clusters Score -1926039 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1926268.500000 Penalty: 4725.198242
	Iteration 7Q: 3 clusters Score -1926268 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1926529.750000 Penalty: 4725.198242
	Iteration 8Q: 3 clusters Score -1926530 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1926804.625000 Penalty: 4725.198242
	Iteration 9Q: 3 clusters Score -1926805 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1927140.250000 Penalty: 4725.198242
	Iteration 10Q: 3 clusters Score -1927140 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1927491.250000 Penalty: 4725.198242
	Iteration 11Q: 3 clusters Score -1927491 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1927820.250000 Penalty: 4725.198242
	Iteration 12Q: 3 clusters Score -1927820 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1928158.875000 Penalty: 4725.198242
	Iteration 13Q: 3 clusters Score -1928159 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1928452.500000 Penalty: 4725.198242
	Iteration 14Q: 3 clusters Score -1928452 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1928681.875000 Penalty: 4725.198242
	Iteration 15Q: 3 clusters Score -1928682 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1928853.125000 Penalty: 4725.198242
	Iteration 16Q: 3 clusters Score -1928853 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1928979.875000 Penalty: 4725.198242
	Iteration 17Q: 3 clusters Score -1928980 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1929095.750000 Penalty: 4725.198242
	Iteration 18Q: 3 clusters Score -1929096 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1929185.750000 Penalty: 4725.198242
	Iteration 19Q: 3 clusters Score -1929186 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1929261.125000 Penalty: 4725.198242
	Iteration 20F: 3 clusters Score -1929261 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1929329.875000 Penalty: 4725.198242
	Iteration 21Q: 3 clusters Score -1929330 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1929390.000000 Penalty: 4725.198242
	Iteration 22Q: 3 clusters Score -1929390 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1929437.500000 Penalty: 4725.198242
	Iteration 23Q: 3 clusters Score -1929438 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1929482.250000 Penalty: 4725.198242
	Iteration 24Q: 3 clusters Score -1929482 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1929527.000000 Penalty: 4725.198242
	Iteration 25Q: 3 clusters Score -1929527 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1929565.625000 Penalty: 4725.198242
	Iteration 26Q: 3 clusters Score -1929566 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1929599.875000 Penalty: 4725.198242
	Iteration 27Q: 3 clusters Score -1929600 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1929630.875000 Penalty: 4725.198242
	Iteration 28Q: 3 clusters Score -1929631 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1929662.250000 Penalty: 4725.198242
	Iteration 29Q: 3 clusters Score -1929662 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1929698.250000 Penalty: 4725.198242
	Iteration 30Q: 3 clusters Score -1929698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1929711.625000 Penalty: 4725.198242
	Iteration 31Q: 3 clusters Score -1929712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1929724.250000 Penalty: 4725.198242
	Iteration 32Q: 3 clusters Score -1929724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1929746.000000 Penalty: 4725.198242
	Iteration 33Q: 3 clusters Score -1929746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1929763.750000 Penalty: 4725.198242
	Iteration 34Q: 3 clusters Score -1929764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1929772.250000 Penalty: 4725.198242
	Iteration 35Q: 3 clusters Score -1929772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1929781.750000 Penalty: 4725.198242
	Iteration 36Q: 3 clusters Score -1929782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1929789.125000 Penalty: 4725.198242
	Iteration 37Q: 3 clusters Score -1929789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1929794.875000 Penalty: 4725.198242
	Iteration 38Q: 3 clusters Score -1929795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1929803.500000 Penalty: 4725.198242
	Iteration 39Q: 3 clusters Score -1929804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1929809.250000 Penalty: 4725.198242
	Iteration 40F: 3 clusters Score -1929809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1929814.875000 Penalty: 4725.198242
	Iteration 41Q: 3 clusters Score -1929815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1929817.750000 Penalty: 4725.198242
	Iteration 42Q: 3 clusters Score -1929818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1929821.250000 Penalty: 4725.198242
	Iteration 43Q: 3 clusters Score -1929821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1929823.750000 Penalty: 4725.198242
	Iteration 44Q: 3 clusters Score -1929824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1929833.625000 Penalty: 4725.198242
	Iteration 45Q: 3 clusters Score -1929834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1929835.500000 Penalty: 4725.198242
	Iteration 46Q: 3 clusters Score -1929836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1929840.625000 Penalty: 4725.198242
	Iteration 47Q: 3 clusters Score -1929841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1929843.750000 Penalty: 4725.198242
	Iteration 48Q: 3 clusters Score -1929844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1929845.250000 Penalty: 4725.198242
	Iteration 49Q: 3 clusters Score -1929845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1929846.500000 Penalty: 4725.198242
	Iteration 50Q: 3 clusters Score -1929846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1929846.500000 Penalty: 4725.198242
	Iteration 51F: 3 clusters Score -1929846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Entering Unmasked Estep 
Score: -5258447.000000 Penalty: 2613.804688
	Iteration 0F: 2 clusters Score -5258447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -5232794.000000 Penalty: 5227.609375
	Iteration 0F: 3 clusters Score -5232794 nChanged 17256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -5242283.500000 Penalty: 5227.609375
	Iteration 1F: 3 clusters Score -5242284 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -5242778.000000 Penalty: 5227.609375
	Iteration 2Q: 3 clusters Score -5242778 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -5243283.000000 Penalty: 5227.609375
	Iteration 3Q: 3 clusters Score -5243283 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -5243869.500000 Penalty: 5227.609375
	Iteration 4Q: 3 clusters Score -5243870 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -5244511.000000 Penalty: 5227.609375
	Iteration 5Q: 3 clusters Score -5244511 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -5245335.500000 Penalty: 5227.609375
	Iteration 6Q: 3 clusters Score -5245336 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -5246467.500000 Penalty: 5227.609375
	Iteration 7F: 3 clusters Score -5246468 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -5248001.000000 Penalty: 5227.609375
	Iteration 8F: 3 clusters Score -5248001 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -5249923.500000 Penalty: 5227.609375
	Iteration 9F: 3 clusters Score -5249924 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -5251846.500000 Penalty: 5227.609375
	Iteration 10F: 3 clusters Score -5251846 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -5253473.500000 Penalty: 5227.609375
	Iteration 11Q: 3 clusters Score -5253474 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -5254582.000000 Penalty: 5227.609375
	Iteration 12Q: 3 clusters Score -5254582 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -5255305.500000 Penalty: 5227.609375
	Iteration 13Q: 3 clusters Score -5255306 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -5255795.500000 Penalty: 5227.609375
	Iteration 14Q: 3 clusters Score -5255796 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -5256110.500000 Penalty: 5227.609375
	Iteration 15Q: 3 clusters Score -5256110 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -5256288.000000 Penalty: 5227.609375
	Iteration 16Q: 3 clusters Score -5256288 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -5256388.000000 Penalty: 5227.609375
	Iteration 17Q: 3 clusters Score -5256388 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -5256466.500000 Penalty: 5227.609375
	Iteration 18Q: 3 clusters Score -5256466 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -5256526.500000 Penalty: 5227.609375
	Iteration 19Q: 3 clusters Score -5256526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -5256555.500000 Penalty: 5227.609375
	Iteration 20F: 3 clusters Score -5256556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -5256582.500000 Penalty: 5227.609375
	Iteration 21Q: 3 clusters Score -5256582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -5256593.500000 Penalty: 5227.609375
	Iteration 22Q: 3 clusters Score -5256594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -5256607.000000 Penalty: 5227.609375
	Iteration 23Q: 3 clusters Score -5256607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -5256610.000000 Penalty: 5227.609375
	Iteration 24Q: 3 clusters Score -5256610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -5256613.000000 Penalty: 5227.609375
	Iteration 25Q: 3 clusters Score -5256613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -5256609.500000 Penalty: 5227.609375
	Iteration 26Q: 3 clusters Score -5256610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -5256615.500000 Penalty: 5227.609375
	Iteration 27Q: 3 clusters Score -5256616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -5256613.000000 Penalty: 5227.609375
	Iteration 28Q: 3 clusters Score -5256613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -5256612.500000 Penalty: 5227.609375
	Iteration 29Q: 3 clusters Score -5256612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -5256615.000000 Penalty: 5227.609375
	Iteration 30Q: 3 clusters Score -5256615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -5256613.500000 Penalty: 5227.609375
	Iteration 31Q: 3 clusters Score -5256614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -5256613.500000 Penalty: 5227.609375
	Iteration 32F: 3 clusters Score -5256614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 182801 members 
Mstep: Class 4 contains 46017 members 
Mstep: Class 5 contains 1080 members 
Mstep: Class 6 contains 1374 members 
Mstep: Class 7 contains 20688 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 10 contains 34610 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167695 members 
Mstep: Class 16 contains 205311 members 
Mstep: Class 17 contains 133478 members 
Mstep: Class 18 contains 13720 members 
Mstep: Class 19 contains 37780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084144.000000 Penalty: 50824.945312
Iteration 79Q: 16 clusters Score -1.160841e+08 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 183174 members 
Mstep: Class 4 contains 46074 members 
Mstep: Class 5 contains 1076 members 
Mstep: Class 6 contains 1374 members 
Mstep: Class 7 contains 20694 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 10 contains 34668 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167760 members 
Mstep: Class 16 contains 204811 members 
Mstep: Class 17 contains 133574 members 
Mstep: Class 18 contains 13754 members 
Mstep: Class 19 contains 37593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084024.000000 Penalty: 50824.945312
Iteration 80F: 16 clusters Score -1.16084e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 183498 members 
Mstep: Class 4 contains 46136 members 
Mstep: Class 5 contains 1071 members 
Mstep: Class 6 contains 1374 members 
Mstep: Class 7 contains 20709 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 10 contains 34734 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167842 members 
Mstep: Class 16 contains 204290 members 
Mstep: Class 17 contains 133699 members 
Mstep: Class 18 contains 13789 members 
Mstep: Class 19 contains 37409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083896.000000 Penalty: 50824.945312
Iteration 81Q: 16 clusters Score -1.160839e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 183812 members 
Mstep: Class 4 contains 46181 members 
Mstep: Class 5 contains 1066 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 20727 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 10 contains 34792 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167895 members 
Mstep: Class 16 contains 203794 members 
Mstep: Class 17 contains 133839 members 
Mstep: Class 18 contains 13818 members 
Mstep: Class 19 contains 37262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083824.000000 Penalty: 50824.945312
Iteration 82Q: 16 clusters Score -1.160838e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 184078 members 
Mstep: Class 4 contains 46238 members 
Mstep: Class 5 contains 1066 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 20745 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 10 contains 34837 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167949 members 
Mstep: Class 16 contains 203314 members 
Mstep: Class 17 contains 133994 members 
Mstep: Class 18 contains 13838 members 
Mstep: Class 19 contains 37133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083808.000000 Penalty: 50824.945312
Iteration 83Q: 16 clusters Score -1.160838e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 184357 members 
Mstep: Class 4 contains 46278 members 
Mstep: Class 5 contains 1064 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 20759 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 10 contains 34871 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167982 members 
Mstep: Class 16 contains 202893 members 
Mstep: Class 17 contains 134129 members 
Mstep: Class 18 contains 13855 members 
Mstep: Class 19 contains 37016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083816.000000 Penalty: 50824.945312
Iteration 84Q: 16 clusters Score -1.160838e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 184639 members 
Mstep: Class 4 contains 46313 members 
Mstep: Class 5 contains 1064 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 20762 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 34894 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167972 members 
Mstep: Class 16 contains 202517 members 
Mstep: Class 17 contains 134260 members 
Mstep: Class 18 contains 13875 members 
Mstep: Class 19 contains 36915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083592.000000 Penalty: 50824.945312
Iteration 85Q: 16 clusters Score -1.160836e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 184891 members 
Mstep: Class 4 contains 46343 members 
Mstep: Class 5 contains 1066 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 20768 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 34912 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167984 members 
Mstep: Class 16 contains 202134 members 
Mstep: Class 17 contains 134404 members 
Mstep: Class 18 contains 13896 members 
Mstep: Class 19 contains 36815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083616.000000 Penalty: 50824.945312
Iteration 86Q: 16 clusters Score -1.160836e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 185119 members 
Mstep: Class 4 contains 46365 members 
Mstep: Class 5 contains 1066 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 20773 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 34935 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 168001 members 
Mstep: Class 16 contains 201788 members 
Mstep: Class 17 contains 134543 members 
Mstep: Class 18 contains 13905 members 
Mstep: Class 19 contains 36719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083496.000000 Penalty: 50824.945312
Iteration 87Q: 16 clusters Score -1.160835e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 185367 members 
Mstep: Class 4 contains 46393 members 
Mstep: Class 5 contains 1066 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 20778 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 34952 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167994 members 
Mstep: Class 16 contains 201465 members 
Mstep: Class 17 contains 134659 members 
Mstep: Class 18 contains 13913 members 
Mstep: Class 19 contains 36637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083504.000000 Penalty: 50824.945312
Iteration 88Q: 16 clusters Score -1.160835e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 185600 members 
Mstep: Class 4 contains 46428 members 
Mstep: Class 5 contains 1064 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 20775 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 34967 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 168014 members 
Mstep: Class 16 contains 201148 members 
Mstep: Class 17 contains 134757 members 
Mstep: Class 18 contains 13921 members 
Mstep: Class 19 contains 36558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083216.000000 Penalty: 50824.945312
Iteration 89Q: 16 clusters Score -1.160832e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 185812 members 
Mstep: Class 4 contains 46460 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 20784 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 34983 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 168023 members 
Mstep: Class 16 contains 200835 members 
Mstep: Class 17 contains 134883 members 
Mstep: Class 18 contains 13924 members 
Mstep: Class 19 contains 36476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083232.000000 Penalty: 50824.945312
Iteration 90Q: 16 clusters Score -1.160832e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 186017 members 
Mstep: Class 4 contains 46485 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 20797 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35012 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 168013 members 
Mstep: Class 16 contains 200533 members 
Mstep: Class 17 contains 134998 members 
Mstep: Class 18 contains 13931 members 
Mstep: Class 19 contains 36397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083184.000000 Penalty: 50824.945312
Iteration 91Q: 16 clusters Score -1.160832e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 186223 members 
Mstep: Class 4 contains 46512 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 20805 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35032 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 168019 members 
Mstep: Class 16 contains 200217 members 
Mstep: Class 17 contains 135116 members 
Mstep: Class 18 contains 13945 members 
Mstep: Class 19 contains 36324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083104.000000 Penalty: 50824.945312
Iteration 92Q: 16 clusters Score -1.160831e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 186425 members 
Mstep: Class 4 contains 46539 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 20807 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35045 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 168038 members 
Mstep: Class 16 contains 199937 members 
Mstep: Class 17 contains 135213 members 
Mstep: Class 18 contains 13942 members 
Mstep: Class 19 contains 36250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083248.000000 Penalty: 50824.945312
Iteration 93Q: 16 clusters Score -1.160832e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 186608 members 
Mstep: Class 4 contains 46567 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20812 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35059 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 168046 members 
Mstep: Class 16 contains 199698 members 
Mstep: Class 17 contains 135297 members 
Mstep: Class 18 contains 13928 members 
Mstep: Class 19 contains 36180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083208.000000 Penalty: 50824.945312
Iteration 94Q: 16 clusters Score -1.160832e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 186783 members 
Mstep: Class 4 contains 46588 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20807 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35083 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 168045 members 
Mstep: Class 16 contains 199447 members 
Mstep: Class 17 contains 135393 members 
Mstep: Class 18 contains 13937 members 
Mstep: Class 19 contains 36116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083168.000000 Penalty: 50824.945312
Iteration 95Q: 16 clusters Score -1.160832e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 186967 members 
Mstep: Class 4 contains 46611 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20797 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35095 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 168046 members 
Mstep: Class 16 contains 199206 members 
Mstep: Class 17 contains 135475 members 
Mstep: Class 18 contains 13948 members 
Mstep: Class 19 contains 36058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083136.000000 Penalty: 50824.945312
Iteration 96Q: 16 clusters Score -1.160831e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 187128 members 
Mstep: Class 4 contains 46622 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20799 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35101 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 168019 members 
Mstep: Class 16 contains 199012 members 
Mstep: Class 17 contains 135575 members 
Mstep: Class 18 contains 13954 members 
Mstep: Class 19 contains 35997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083120.000000 Penalty: 50824.945312
Iteration 97Q: 16 clusters Score -1.160831e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 187276 members 
Mstep: Class 4 contains 46638 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20798 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35110 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 168004 members 
Mstep: Class 16 contains 198811 members 
Mstep: Class 17 contains 135672 members 
Mstep: Class 18 contains 13962 members 
Mstep: Class 19 contains 35937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082880.000000 Penalty: 50824.945312
Iteration 98Q: 16 clusters Score -1.160829e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 187406 members 
Mstep: Class 4 contains 46658 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20796 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35133 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167980 members 
Mstep: Class 16 contains 198614 members 
Mstep: Class 17 contains 135782 members 
Mstep: Class 18 contains 13968 members 
Mstep: Class 19 contains 35876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082800.000000 Penalty: 50824.945312
Iteration 99Q: 16 clusters Score -1.160828e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 187510 members 
Mstep: Class 4 contains 46674 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 20792 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35155 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167945 members 
Mstep: Class 16 contains 198445 members 
Mstep: Class 17 contains 135916 members 
Mstep: Class 18 contains 13968 members 
Mstep: Class 19 contains 35810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082984.000000 Penalty: 50824.945312
Iteration 100F: 16 clusters Score -1.16083e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 187611 members 
Mstep: Class 4 contains 46688 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 20782 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35164 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167910 members 
Mstep: Class 16 contains 198316 members 
Mstep: Class 17 contains 136016 members 
Mstep: Class 18 contains 13970 members 
Mstep: Class 19 contains 35756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083072.000000 Penalty: 50824.945312
Iteration 101Q: 16 clusters Score -1.160831e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 187707 members 
Mstep: Class 4 contains 46697 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 20775 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35166 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167868 members 
Mstep: Class 16 contains 198198 members 
Mstep: Class 17 contains 136123 members 
Mstep: Class 18 contains 13972 members 
Mstep: Class 19 contains 35707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083176.000000 Penalty: 50824.945312
Iteration 102Q: 16 clusters Score -1.160832e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 187785 members 
Mstep: Class 4 contains 46715 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 20765 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35169 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167825 members 
Mstep: Class 16 contains 198084 members 
Mstep: Class 17 contains 136238 members 
Mstep: Class 18 contains 13973 members 
Mstep: Class 19 contains 35659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083048.000000 Penalty: 50824.945312
Iteration 103Q: 16 clusters Score -1.16083e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 187843 members 
Mstep: Class 4 contains 46714 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 20757 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35174 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167791 members 
Mstep: Class 16 contains 197997 members 
Mstep: Class 17 contains 136367 members 
Mstep: Class 18 contains 13969 members 
Mstep: Class 19 contains 35603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083072.000000 Penalty: 50824.945312
Iteration 104Q: 16 clusters Score -1.160831e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 187880 members 
Mstep: Class 4 contains 46724 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 20754 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35169 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167767 members 
Mstep: Class 16 contains 197902 members 
Mstep: Class 17 contains 136489 members 
Mstep: Class 18 contains 13968 members 
Mstep: Class 19 contains 35564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083224.000000 Penalty: 50824.945312
Iteration 105Q: 16 clusters Score -1.160832e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 187904 members 
Mstep: Class 4 contains 46737 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 20748 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35163 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167743 members 
Mstep: Class 16 contains 197829 members 
Mstep: Class 17 contains 136616 members 
Mstep: Class 18 contains 13969 members 
Mstep: Class 19 contains 35511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083088.000000 Penalty: 50824.945312
Iteration 106Q: 16 clusters Score -1.160831e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 187893 members 
Mstep: Class 4 contains 46748 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 20752 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35170 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167729 members 
Mstep: Class 16 contains 197757 members 
Mstep: Class 17 contains 136755 members 
Mstep: Class 18 contains 13975 members 
Mstep: Class 19 contains 35447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082976.000000 Penalty: 50824.945312
Iteration 107Q: 16 clusters Score -1.16083e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 187896 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 20752 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35179 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167699 members 
Mstep: Class 16 contains 197685 members 
Mstep: Class 17 contains 136901 members 
Mstep: Class 18 contains 13973 members 
Mstep: Class 19 contains 35391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083056.000000 Penalty: 50824.945312
Iteration 108Q: 16 clusters Score -1.160831e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 187879 members 
Mstep: Class 4 contains 46754 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 20754 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35186 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167689 members 
Mstep: Class 16 contains 197633 members 
Mstep: Class 17 contains 137023 members 
Mstep: Class 18 contains 13968 members 
Mstep: Class 19 contains 35345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082976.000000 Penalty: 50824.945312
Iteration 109Q: 16 clusters Score -1.16083e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 187854 members 
Mstep: Class 4 contains 46764 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 20755 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35195 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167676 members 
Mstep: Class 16 contains 197571 members 
Mstep: Class 17 contains 137144 members 
Mstep: Class 18 contains 13965 members 
Mstep: Class 19 contains 35312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083072.000000 Penalty: 50824.945312
Iteration 110Q: 16 clusters Score -1.160831e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 187809 members 
Mstep: Class 4 contains 46769 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 20752 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35205 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167649 members 
Mstep: Class 16 contains 197538 members 
Mstep: Class 17 contains 137274 members 
Mstep: Class 18 contains 13968 members 
Mstep: Class 19 contains 35278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083112.000000 Penalty: 50824.945312
Iteration 111Q: 16 clusters Score -1.160831e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 187786 members 
Mstep: Class 4 contains 46771 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 20751 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35216 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167627 members 
Mstep: Class 16 contains 197486 members 
Mstep: Class 17 contains 137388 members 
Mstep: Class 18 contains 13967 members 
Mstep: Class 19 contains 35256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083096.000000 Penalty: 50824.945312
Iteration 112Q: 16 clusters Score -1.160831e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 187760 members 
Mstep: Class 4 contains 46772 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 20747 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35231 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167600 members 
Mstep: Class 16 contains 197443 members 
Mstep: Class 17 contains 137503 members 
Mstep: Class 18 contains 13963 members 
Mstep: Class 19 contains 35234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083032.000000 Penalty: 50824.945312
Iteration 113Q: 16 clusters Score -1.16083e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 187743 members 
Mstep: Class 4 contains 46773 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 20746 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35240 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167568 members 
Mstep: Class 16 contains 197409 members 
Mstep: Class 17 contains 137615 members 
Mstep: Class 18 contains 13958 members 
Mstep: Class 19 contains 35203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083024.000000 Penalty: 50824.945312
Iteration 114Q: 16 clusters Score -1.16083e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 187698 members 
Mstep: Class 4 contains 46778 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 20746 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35239 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167551 members 
Mstep: Class 16 contains 197388 members 
Mstep: Class 17 contains 137740 members 
Mstep: Class 18 contains 13951 members 
Mstep: Class 19 contains 35168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083088.000000 Penalty: 50824.945312
Iteration 115Q: 16 clusters Score -1.160831e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 187681 members 
Mstep: Class 4 contains 46781 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 20745 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35246 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167506 members 
Mstep: Class 16 contains 197352 members 
Mstep: Class 17 contains 137867 members 
Mstep: Class 18 contains 13950 members 
Mstep: Class 19 contains 35134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083136.000000 Penalty: 50824.945312
Iteration 116Q: 16 clusters Score -1.160831e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 187655 members 
Mstep: Class 4 contains 46789 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 20750 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35250 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167475 members 
Mstep: Class 16 contains 197315 members 
Mstep: Class 17 contains 137995 members 
Mstep: Class 18 contains 13948 members 
Mstep: Class 19 contains 35091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083056.000000 Penalty: 50824.945312
Iteration 117Q: 16 clusters Score -1.160831e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 187644 members 
Mstep: Class 4 contains 46793 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 20754 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35254 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167457 members 
Mstep: Class 16 contains 197272 members 
Mstep: Class 17 contains 138099 members 
Mstep: Class 18 contains 13951 members 
Mstep: Class 19 contains 35050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083128.000000 Penalty: 50824.945312
Iteration 118Q: 16 clusters Score -1.160831e+08 nChanged 277
Entering ConstructFrom: 
Score: -116083128.000000 Penalty: 50824.945312
Entering ConstructFrom: 
Trying to split cluster 1 (11659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Entering Unmasked Estep 
Score: -1528301.500000 Penalty: 2322.230713
	Iteration 0F: 2 clusters Score -1528302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1519618.875000 Penalty: 4644.461426
	Iteration 0F: 3 clusters Score -1519619 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1522335.500000 Penalty: 4644.461426
	Iteration 1F: 3 clusters Score -1522336 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1522684.625000 Penalty: 4644.461426
	Iteration 2F: 3 clusters Score -1522685 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1522947.500000 Penalty: 4644.461426
	Iteration 3Q: 3 clusters Score -1522948 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1523171.875000 Penalty: 4644.461426
	Iteration 4Q: 3 clusters Score -1523172 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1523370.250000 Penalty: 4644.461426
	Iteration 5Q: 3 clusters Score -1523370 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1523545.625000 Penalty: 4644.461426
	Iteration 6Q: 3 clusters Score -1523546 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1523691.375000 Penalty: 4644.461426
	Iteration 7Q: 3 clusters Score -1523691 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1523829.500000 Penalty: 4644.461426
	Iteration 8Q: 3 clusters Score -1523830 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1523940.875000 Penalty: 4644.461426
	Iteration 9Q: 3 clusters Score -1523941 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1524040.000000 Penalty: 4644.461426
	Iteration 10Q: 3 clusters Score -1524040 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1524111.875000 Penalty: 4644.461426
	Iteration 11Q: 3 clusters Score -1524112 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1524177.750000 Penalty: 4644.461426
	Iteration 12Q: 3 clusters Score -1524178 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1524235.125000 Penalty: 4644.461426
	Iteration 13Q: 3 clusters Score -1524235 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1524293.750000 Penalty: 4644.461426
	Iteration 14Q: 3 clusters Score -1524294 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1524336.625000 Penalty: 4644.461426
	Iteration 15Q: 3 clusters Score -1524337 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1524369.500000 Penalty: 4644.461426
	Iteration 16Q: 3 clusters Score -1524370 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1524392.250000 Penalty: 4644.461426
	Iteration 17Q: 3 clusters Score -1524392 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1524419.500000 Penalty: 4644.461426
	Iteration 18Q: 3 clusters Score -1524420 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1524433.625000 Penalty: 4644.461426
	Iteration 19Q: 3 clusters Score -1524434 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1524450.500000 Penalty: 4644.461426
	Iteration 20F: 3 clusters Score -1524450 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1524459.000000 Penalty: 4644.461426
	Iteration 21Q: 3 clusters Score -1524459 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1524467.625000 Penalty: 4644.461426
	Iteration 22Q: 3 clusters Score -1524468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1524475.625000 Penalty: 4644.461426
	Iteration 23Q: 3 clusters Score -1524476 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1524479.375000 Penalty: 4644.461426
	Iteration 24Q: 3 clusters Score -1524479 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1524488.500000 Penalty: 4644.461426
	Iteration 25Q: 3 clusters Score -1524488 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1524499.125000 Penalty: 4644.461426
	Iteration 26Q: 3 clusters Score -1524499 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1524505.750000 Penalty: 4644.461426
	Iteration 27Q: 3 clusters Score -1524506 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1524512.875000 Penalty: 4644.461426
	Iteration 28Q: 3 clusters Score -1524513 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1524518.125000 Penalty: 4644.461426
	Iteration 29Q: 3 clusters Score -1524518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1524525.625000 Penalty: 4644.461426
	Iteration 30Q: 3 clusters Score -1524526 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1524538.500000 Penalty: 4644.461426
	Iteration 31Q: 3 clusters Score -1524538 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1524548.000000 Penalty: 4644.461426
	Iteration 32Q: 3 clusters Score -1524548 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1524566.875000 Penalty: 4644.461426
	Iteration 33Q: 3 clusters Score -1524567 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1524590.125000 Penalty: 4644.461426
	Iteration 34Q: 3 clusters Score -1524590 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1524607.375000 Penalty: 4644.461426
	Iteration 35Q: 3 clusters Score -1524607 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1524646.125000 Penalty: 4644.461426
	Iteration 36Q: 3 clusters Score -1524646 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1524675.625000 Penalty: 4644.461426
	Iteration 37Q: 3 clusters Score -1524676 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1524713.000000 Penalty: 4644.461426
	Iteration 38Q: 3 clusters Score -1524713 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1524761.125000 Penalty: 4644.461426
	Iteration 39Q: 3 clusters Score -1524761 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1524806.000000 Penalty: 4644.461426
	Iteration 40F: 3 clusters Score -1524806 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1524859.000000 Penalty: 4644.461426
	Iteration 41Q: 3 clusters Score -1524859 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1524903.250000 Penalty: 4644.461426
	Iteration 42Q: 3 clusters Score -1524903 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1524950.375000 Penalty: 4644.461426
	Iteration 43Q: 3 clusters Score -1524950 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1524989.875000 Penalty: 4644.461426
	Iteration 44Q: 3 clusters Score -1524990 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1525024.250000 Penalty: 4644.461426
	Iteration 45Q: 3 clusters Score -1525024 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1525076.125000 Penalty: 4644.461426
	Iteration 46Q: 3 clusters Score -1525076 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1525127 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1525191.625000 Penalty: 4644.461426
	Iteration 48Q: 3 clusters Score -1525192 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1525257.875000 Penalty: 4644.461426
	Iteration 49Q: 3 clusters Score -1525258 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1525327.750000 Penalty: 4644.461426
	Iteration 50Q: 3 clusters Score -1525328 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1525413.000000 Penalty: 4644.461426
	Iteration 51Q: 3 clusters Score -1525413 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1525511.125000 Penalty: 4644.461426
	Iteration 52Q: 3 clusters Score -1525511 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1525600.375000 Penalty: 4644.461426
	Iteration 53Q: 3 clusters Score -1525600 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1525703.250000 Penalty: 4644.461426
	Iteration 54Q: 3 clusters Score -1525703 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1525798.500000 Penalty: 4644.461426
	Iteration 55Q: 3 clusters Score -1525798 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1525883.000000 Penalty: 4644.461426
	Iteration 56Q: 3 clusters Score -1525883 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1525951.000000 Penalty: 4644.461426
	Iteration 57Q: 3 clusters Score -1525951 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1526017.250000 Penalty: 4644.461426
	Iteration 58Q: 3 clusters Score -1526017 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1526076.125000 Penalty: 4644.461426
	Iteration 59Q: 3 clusters Score -1526076 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1526119.750000 Penalty: 4644.461426
	Iteration 60F: 3 clusters Score -1526120 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1526145.375000 Penalty: 4644.461426
	Iteration 61Q: 3 clusters Score -1526145 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1526164.625000 Penalty: 4644.461426
	Iteration 62Q: 3 clusters Score -1526165 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1526184.000000 Penalty: 4644.461426
	Iteration 63Q: 3 clusters Score -1526184 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1526203.750000 Penalty: 4644.461426
	Iteration 64Q: 3 clusters Score -1526204 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1526215.375000 Penalty: 4644.461426
	Iteration 65Q: 3 clusters Score -1526215 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1526221.000000 Penalty: 4644.461426
	Iteration 66Q: 3 clusters Score -1526221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1526224.750000 Penalty: 4644.461426
	Iteration 67Q: 3 clusters Score -1526225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1526227.125000 Penalty: 4644.461426
	Iteration 68Q: 3 clusters Score -1526227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1526236.125000 Penalty: 4644.461426
	Iteration 69Q: 3 clusters Score -1526236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1526241.875000 Penalty: 4644.461426
	Iteration 70Q: 3 clusters Score -1526242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1526241.875000 Penalty: 4644.461426
	Iteration 71Q: 3 clusters Score -1526242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1526242.750000 Penalty: 4644.461426
	Iteration 72Q: 3 clusters Score -1526243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1526246.500000 Penalty: 4644.461426
	Iteration 73Q: 3 clusters Score -1526246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1526249.125000 Penalty: 4644.461426
	Iteration 74Q: 3 clusters Score -1526249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1526249.750000 Penalty: 4644.461426
	Iteration 75Q: 3 clusters Score -1526250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1526246.500000 Penalty: 4644.461426
	Iteration 76Q: 3 clusters Score -1526246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1526251.625000 Penalty: 4644.461426
	Iteration 77Q: 3 clusters Score -1526252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1526249.750000 Penalty: 4644.461426
	Iteration 78Q: 3 clusters Score -1526250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1526249.750000 Penalty: 4644.461426
	Iteration 79Q: 3 clusters Score -1526250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1526250.125000 Penalty: 4644.461426
	Iteration 80F: 3 clusters Score -1526250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1526252.750000 Penalty: 4644.461426
	Iteration 81Q: 3 clusters Score -1526253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1526251.375000 Penalty: 4644.461426
	Iteration 82Q: 3 clusters Score -1526251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1526253.125000 Penalty: 4644.461426
	Iteration 83Q: 3 clusters Score -1526253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1526251.125000 Penalty: 4644.461426
	Iteration 84Q: 3 clusters Score -1526251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1526248.875000 Penalty: 4644.461426
	Iteration 85Q: 3 clusters Score -1526249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1526248.875000 Penalty: 4644.461426
	Iteration 86Q: 3 clusters Score -1526249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1526251.000000 Penalty: 4644.461426
	Iteration 87Q: 3 clusters Score -1526251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1526249.375000 Penalty: 4644.461426
	Iteration 88Q: 3 clusters Score -1526249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1526250.250000 Penalty: 4644.461426
	Iteration 89Q: 3 clusters Score -1526250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1526251.125000 Penalty: 4644.461426
	Iteration 90Q: 3 clusters Score -1526251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1526253.000000 Penalty: 4644.461426
	Iteration 91Q: 3 clusters Score -1526253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1526254.750000 Penalty: 4644.461426
	Iteration 92Q: 3 clusters Score -1526255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1526254.875000 Penalty: 4644.461426
	Iteration 93Q: 3 clusters Score -1526255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1526257.250000 Penalty: 4644.461426
	Iteration 94Q: 3 clusters Score -1526257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1526258.625000 Penalty: 4644.461426
	Iteration 95Q: 3 clusters Score -1526259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1526260.875000 Penalty: 4644.461426
	Iteration 96Q: 3 clusters Score -1526261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1526261.750000 Penalty: 4644.461426
	Iteration 97Q: 3 clusters Score -1526262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1526260.375000 Penalty: 4644.461426
	Iteration 98Q: 3 clusters Score -1526260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1526259.375000 Penalty: 4644.461426
	Iteration 99Q: 3 clusters Score -1526259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1526262.750000 Penalty: 4644.461426
	Iteration 100F: 3 clusters Score -1526263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1526262.000000 Penalty: 4644.461426
	Iteration 101Q: 3 clusters Score -1526262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1526264.375000 Penalty: 4644.461426
	Iteration 102Q: 3 clusters Score -1526264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1526265.750000 Penalty: 4644.461426
	Iteration 103Q: 3 clusters Score -1526266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1526266.875000 Penalty: 4644.461426
	Iteration 104Q: 3 clusters Score -1526267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1526271.250000 Penalty: 4644.461426
	Iteration 105Q: 3 clusters Score -1526271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1526269.250000 Penalty: 4644.461426
	Iteration 106Q: 3 clusters Score -1526269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1526268.750000 Penalty: 4644.461426
	Iteration 107Q: 3 clusters Score -1526269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1526269.500000 Penalty: 4644.461426
	Iteration 108Q: 3 clusters Score -1526270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1526270.375000 Penalty: 4644.461426
	Iteration 109Q: 3 clusters Score -1526270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1526269.750000 Penalty: 4644.461426
	Iteration 110Q: 3 clusters Score -1526270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1526271.250000 Penalty: 4644.461426
	Iteration 111Q: 3 clusters Score -1526271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1526269.000000 Penalty: 4644.461426
	Iteration 112Q: 3 clusters Score -1526269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1526270.125000 Penalty: 4644.461426
	Iteration 113Q: 3 clusters Score -1526270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1526268.375000 Penalty: 4644.461426
	Iteration 114Q: 3 clusters Score -1526268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1526271.000000 Penalty: 4644.461426
	Iteration 115Q: 3 clusters Score -1526271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1526268.750000 Penalty: 4644.461426
	Iteration 116Q: 3 clusters Score -1526269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1526272.125000 Penalty: 4644.461426
	Iteration 117Q: 3 clusters Score -1526272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1526271.625000 Penalty: 4644.461426
	Iteration 118Q: 3 clusters Score -1526272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1526273.500000 Penalty: 4644.461426
	Iteration 119Q: 3 clusters Score -1526274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1526274.375000 Penalty: 4644.461426
	Iteration 120F: 3 clusters Score -1526274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -64906.785156 Penalty: 1569.328247
	Iteration 0F: 2 clusters Score -64906.79 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 287 members 
Entering Unmasked Estep 
Score: -63413.570312 Penalty: 3138.656494
	Iteration 0F: 3 clusters Score -63413.57 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63705.257812 Penalty: 3138.656494
	Iteration 1F: 3 clusters Score -63705.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -63863.031250 Penalty: 3138.656494
	Iteration 2F: 3 clusters Score -63863.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -64045.148438 Penalty: 3138.656494
	Iteration 3Q: 3 clusters Score -64045.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64240.941406 Penalty: 3138.656494
	Iteration 4F: 3 clusters Score -64240.94 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64481.093750 Penalty: 3138.656494
	Iteration 5F: 3 clusters Score -64481.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64851.722656 Penalty: 3138.656494
	Iteration 6F: 3 clusters Score -64851.72 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65375.121094 Penalty: 3138.656494
	Iteration 7F: 3 clusters Score -65375.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65790.281250 Penalty: 3138.656494
	Iteration 8Q: 3 clusters Score -65790.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -65966.609375 Penalty: 3138.656494
	Iteration 9Q: 3 clusters Score -65966.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65971.437500 Penalty: 3138.656494
	Iteration 10Q: 3 clusters Score -65971.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65971.437500 Penalty: 3138.656494
	Iteration 11F: 3 clusters Score -65971.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 262 members 
Mstep: Class 3 contains 187629 members 
Mstep: Class 4 contains 46794 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 20758 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 298 members 
Mstep: Class 10 contains 35259 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167438 members 
Mstep: Class 16 contains 197231 members 
Mstep: Class 17 contains 138198 members 
Mstep: Class 18 contains 13958 members 
Mstep: Class 19 contains 35012 members 
Entering Unmasked Estep 
Score: -116082312.000000 Penalty: 54213.273438
Splitting cluster 2 changes total score from -116083128.000000 to -116082312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (187629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187629 members 
Entering Unmasked Estep 
Score: -25739370.000000 Penalty: 3011.270996
	Iteration 0F: 2 clusters Score -2.573937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94182 members 
Mstep: Class 2 contains 93447 members 
Entering Unmasked Estep 
Score: -25618938.000000 Penalty: 6022.541992
	Iteration 0F: 3 clusters Score -2.561894e+07 nChanged 90324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100286 members 
Mstep: Class 2 contains 87343 members 
Entering Unmasked Estep 
Score: -25672022.000000 Penalty: 6022.541992
	Iteration 1F: 3 clusters Score -2.567202e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103822 members 
Mstep: Class 2 contains 83807 members 
Entering Unmasked Estep 
Score: -25673704.000000 Penalty: 6022.541992
	Iteration 2Q: 3 clusters Score -2.56737e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109260 members 
Mstep: Class 2 contains 78369 members 
Entering Unmasked Estep 
Score: -25676186.000000 Penalty: 6022.541992
	Iteration 3Q: 3 clusters Score -2.567619e+07 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117356 members 
Mstep: Class 2 contains 70273 members 
Entering Unmasked Estep 
Score: -25680536.000000 Penalty: 6022.541992
	Iteration 4Q: 3 clusters Score -2.568054e+07 nChanged 12136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128964 members 
Mstep: Class 2 contains 58665 members 
Entering Unmasked Estep 
Score: -25688700.000000 Penalty: 6022.541992
	Iteration 5F: 3 clusters Score -2.56887e+07 nChanged 14838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143538 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -25700862.000000 Penalty: 6022.541992
	Iteration 6F: 3 clusters Score -2.570086e+07 nChanged 15439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158843 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -25714178.000000 Penalty: 6022.541992
	Iteration 7F: 3 clusters Score -2.571418e+07 nChanged 12568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171375 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -25724800.000000 Penalty: 6022.541992
	Iteration 8F: 3 clusters Score -2.57248e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179204 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -25730842.000000 Penalty: 6022.541992
	Iteration 9Q: 3 clusters Score -2.573084e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183248 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -25733854.000000 Penalty: 6022.541992
	Iteration 10Q: 3 clusters Score -2.573385e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185121 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -25735250.000000 Penalty: 6022.541992
	Iteration 11Q: 3 clusters Score -2.573525e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185982 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -25735880.000000 Penalty: 6022.541992
	Iteration 12Q: 3 clusters Score -2.573588e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186375 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -25736216.000000 Penalty: 6022.541992
	Iteration 13Q: 3 clusters Score -2.573622e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186566 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -25736400.000000 Penalty: 6022.541992
	Iteration 14Q: 3 clusters Score -2.57364e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186684 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -25736524.000000 Penalty: 6022.541992
	Iteration 15Q: 3 clusters Score -2.573652e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186738 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -25736556.000000 Penalty: 6022.541992
	Iteration 16Q: 3 clusters Score -2.573656e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186778 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -25736606.000000 Penalty: 6022.541992
	Iteration 17Q: 3 clusters Score -2.573661e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186806 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -25736640.000000 Penalty: 6022.541992
	Iteration 18Q: 3 clusters Score -2.573664e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186825 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -25736674.000000 Penalty: 6022.541992
	Iteration 19Q: 3 clusters Score -2.573667e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186837 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -25736700.000000 Penalty: 6022.541992
	Iteration 20F: 3 clusters Score -2.57367e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186851 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -25736714.000000 Penalty: 6022.541992
	Iteration 21Q: 3 clusters Score -2.573671e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186863 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -25736734.000000 Penalty: 6022.541992
	Iteration 22Q: 3 clusters Score -2.573673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186873 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -25736744.000000 Penalty: 6022.541992
	Iteration 23Q: 3 clusters Score -2.573674e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186877 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -25736756.000000 Penalty: 6022.541992
	Iteration 24Q: 3 clusters Score -2.573676e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186885 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -25736744.000000 Penalty: 6022.541992
	Iteration 25Q: 3 clusters Score -2.573674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186895 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -25736742.000000 Penalty: 6022.541992
	Iteration 26Q: 3 clusters Score -2.573674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186900 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -25736750.000000 Penalty: 6022.541992
	Iteration 27Q: 3 clusters Score -2.573675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186903 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -25736756.000000 Penalty: 6022.541992
	Iteration 28Q: 3 clusters Score -2.573676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186905 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -25736762.000000 Penalty: 6022.541992
	Iteration 29Q: 3 clusters Score -2.573676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186904 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -25736766.000000 Penalty: 6022.541992
	Iteration 30Q: 3 clusters Score -2.573677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186905 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -25736772.000000 Penalty: 6022.541992
	Iteration 31Q: 3 clusters Score -2.573677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186911 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -25736774.000000 Penalty: 6022.541992
	Iteration 32Q: 3 clusters Score -2.573677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186918 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -25736780.000000 Penalty: 6022.541992
	Iteration 33Q: 3 clusters Score -2.573678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186924 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -25736782.000000 Penalty: 6022.541992
	Iteration 34Q: 3 clusters Score -2.573678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186926 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -25736796.000000 Penalty: 6022.541992
	Iteration 35Q: 3 clusters Score -2.57368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186935 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -25736796.000000 Penalty: 6022.541992
	Iteration 36Q: 3 clusters Score -2.57368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186940 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -25736804.000000 Penalty: 6022.541992
	Iteration 37Q: 3 clusters Score -2.57368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186941 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -25736816.000000 Penalty: 6022.541992
	Iteration 38Q: 3 clusters Score -2.573682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186944 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -25736820.000000 Penalty: 6022.541992
	Iteration 39Q: 3 clusters Score -2.573682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186948 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -25736820.000000 Penalty: 6022.541992
	Iteration 40F: 3 clusters Score -2.573682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186954 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -25736832.000000 Penalty: 6022.541992
	Iteration 41Q: 3 clusters Score -2.573683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186956 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -25736826.000000 Penalty: 6022.541992
	Iteration 42Q: 3 clusters Score -2.573683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186958 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -25736832.000000 Penalty: 6022.541992
	Iteration 43Q: 3 clusters Score -2.573683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186960 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -25736836.000000 Penalty: 6022.541992
	Iteration 44Q: 3 clusters Score -2.573684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186962 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -25736830.000000 Penalty: 6022.541992
	Iteration 45Q: 3 clusters Score -2.573683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186962 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -25736822.000000 Penalty: 6022.541992
	Iteration 46Q: 3 clusters Score -2.573682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186961 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -25736818.000000 Penalty: 6022.541992
	Iteration 47Q: 3 clusters Score -2.573682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186961 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -25736818.000000 Penalty: 6022.541992
	Iteration 48F: 3 clusters Score -2.573682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Entering Unmasked Estep 
Score: -6246394.500000 Penalty: 2666.870605
	Iteration 0F: 2 clusters Score -6246394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -6214946.500000 Penalty: 5333.741211
	Iteration 0F: 3 clusters Score -6214946 nChanged 21466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -6228243.000000 Penalty: 5333.741211
	Iteration 1F: 3 clusters Score -6228243 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -6230525.500000 Penalty: 5333.741211
	Iteration 2F: 3 clusters Score -6230526 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -6233266.000000 Penalty: 5333.741211
	Iteration 3F: 3 clusters Score -6233266 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -6236108.000000 Penalty: 5333.741211
	Iteration 4F: 3 clusters Score -6236108 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -6238585.500000 Penalty: 5333.741211
	Iteration 5F: 3 clusters Score -6238586 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -6240255.000000 Penalty: 5333.741211
	Iteration 6F: 3 clusters Score -6240255 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -6241186.500000 Penalty: 5333.741211
	Iteration 7Q: 3 clusters Score -6241186 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -6241797.000000 Penalty: 5333.741211
	Iteration 8Q: 3 clusters Score -6241797 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -6242264.500000 Penalty: 5333.741211
	Iteration 9Q: 3 clusters Score -6242264 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -6242844.000000 Penalty: 5333.741211
	Iteration 10Q: 3 clusters Score -6242844 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -6243518.500000 Penalty: 5333.741211
	Iteration 11Q: 3 clusters Score -6243518 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -6244438.500000 Penalty: 5333.741211
	Iteration 12Q: 3 clusters Score -6244438 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -6245652.000000 Penalty: 5333.741211
	Iteration 13Q: 3 clusters Score -6245652 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -6246793.000000 Penalty: 5333.741211
	Iteration 14Q: 3 clusters Score -6246793 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -6247162.500000 Penalty: 5333.741211
	Iteration 15Q: 3 clusters Score -6247162 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -6247255.500000 Penalty: 5333.741211
	Iteration 16Q: 3 clusters Score -6247256 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -6247300.500000 Penalty: 5333.741211
	Iteration 17Q: 3 clusters Score -6247300 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -6247334.500000 Penalty: 5333.741211
	Iteration 18Q: 3 clusters Score -6247334 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -6247374.000000 Penalty: 5333.741211
	Iteration 19Q: 3 clusters Score -6247374 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -6247396.000000 Penalty: 5333.741211
	Iteration 20F: 3 clusters Score -6247396 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -6247404.500000 Penalty: 5333.741211
	Iteration 21Q: 3 clusters Score -6247404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -6247405.000000 Penalty: 5333.741211
	Iteration 22Q: 3 clusters Score -6247405 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -6247417.000000 Penalty: 5333.741211
	Iteration 23Q: 3 clusters Score -6247417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -6247431.000000 Penalty: 5333.741211
	Iteration 24Q: 3 clusters Score -6247431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -6247416.500000 Penalty: 5333.741211
	Iteration 25Q: 3 clusters Score -6247416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -6247424.000000 Penalty: 5333.741211
	Iteration 26Q: 3 clusters Score -6247424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -6247420.000000 Penalty: 5333.741211
	Iteration 27Q: 3 clusters Score -6247420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -6247421.000000 Penalty: 5333.741211
	Iteration 28Q: 3 clusters Score -6247421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -6247418.000000 Penalty: 5333.741211
	Iteration 29Q: 3 clusters Score -6247418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -6247422.000000 Penalty: 5333.741211
	Iteration 30Q: 3 clusters Score -6247422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -6247423.000000 Penalty: 5333.741211
	Iteration 31Q: 3 clusters Score -6247423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -6247425.000000 Penalty: 5333.741211
	Iteration 32Q: 3 clusters Score -6247425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -6247423.500000 Penalty: 5333.741211
	Iteration 33Q: 3 clusters Score -6247424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -6247428.000000 Penalty: 5333.741211
	Iteration 34Q: 3 clusters Score -6247428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -6247424.500000 Penalty: 5333.741211
	Iteration 35Q: 3 clusters Score -6247424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -6247427.500000 Penalty: 5333.741211
	Iteration 36Q: 3 clusters Score -6247428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -6247429.500000 Penalty: 5333.741211
	Iteration 37Q: 3 clusters Score -6247430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -6247427.000000 Penalty: 5333.741211
	Iteration 38Q: 3 clusters Score -6247427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -6247431.000000 Penalty: 5333.741211
	Iteration 39Q: 3 clusters Score -6247431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -6247421.000000 Penalty: 5333.741211
	Iteration 40F: 3 clusters Score -6247421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -6247426.500000 Penalty: 5333.741211
	Iteration 41Q: 3 clusters Score -6247426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -6247426.500000 Penalty: 5333.741211
	Iteration 42F: 3 clusters Score -6247426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 187629 members 
Mstep: Class 4 contains 2329 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 20758 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 44465 members 
Mstep: Class 10 contains 35259 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167438 members 
Mstep: Class 16 contains 197231 members 
Mstep: Class 17 contains 138198 members 
Mstep: Class 18 contains 13958 members 
Mstep: Class 19 contains 35012 members 
Entering Unmasked Estep 
Score: -116083168.000000 Penalty: 54213.273438
Splitting cluster 4 changes total score from -116083128.000000 to -116083168.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 5 (1062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Entering Unmasked Estep 
Score: -145908.406250 Penalty: 1728.041504
	Iteration 0F: 2 clusters Score -145908.4 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 531 members 
Entering Unmasked Estep 
Score: -143905.578125 Penalty: 3456.083008
	Iteration 0F: 3 clusters Score -143905.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -144201.265625 Penalty: 3456.083008
	Iteration 1F: 3 clusters Score -144201.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -144298.406250 Penalty: 3456.083008
	Iteration 2F: 3 clusters Score -144298.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -144341.828125 Penalty: 3456.083008
	Iteration 3Q: 3 clusters Score -144341.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -144376.359375 Penalty: 3456.083008
	Iteration 4Q: 3 clusters Score -144376.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -144392.484375 Penalty: 3456.083008
	Iteration 5Q: 3 clusters Score -144392.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -144403.937500 Penalty: 3456.083008
	Iteration 6Q: 3 clusters Score -144403.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -144407.531250 Penalty: 3456.083008
	Iteration 7Q: 3 clusters Score -144407.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -144408.562500 Penalty: 3456.083008
	Iteration 8Q: 3 clusters Score -144408.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -144409.093750 Penalty: 3456.083008
	Iteration 9Q: 3 clusters Score -144409.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -144412.187500 Penalty: 3456.083008
	Iteration 10Q: 3 clusters Score -144412.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -144415.937500 Penalty: 3456.083008
	Iteration 11Q: 3 clusters Score -144415.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -144418.281250 Penalty: 3456.083008
	Iteration 12Q: 3 clusters Score -144418.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -144421.812500 Penalty: 3456.083008
	Iteration 13Q: 3 clusters Score -144421.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -144424.296875 Penalty: 3456.083008
	Iteration 14Q: 3 clusters Score -144424.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -144424.859375 Penalty: 3456.083008
	Iteration 15Q: 3 clusters Score -144424.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -144424.859375 Penalty: 3456.083008
	Iteration 16F: 3 clusters Score -144424.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -176466.703125 Penalty: 1791.377319
	Iteration 0F: 2 clusters Score -176466.7 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 669 members 
Entering Unmasked Estep 
Score: -174271.125000 Penalty: 3582.754639
	Iteration 0F: 3 clusters Score -174271.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -174678.562500 Penalty: 3582.754639
	Iteration 1F: 3 clusters Score -174678.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -174856.000000 Penalty: 3582.754639
	Iteration 2F: 3 clusters Score -174856 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -175030.187500 Penalty: 3582.754639
	Iteration 3F: 3 clusters Score -175030.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -175196.937500 Penalty: 3582.754639
	Iteration 4F: 3 clusters Score -175196.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -175434.250000 Penalty: 3582.754639
	Iteration 5F: 3 clusters Score -175434.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -175949.437500 Penalty: 3582.754639
	Iteration 6F: 3 clusters Score -175949.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -176333.062500 Penalty: 3582.754639
	Iteration 7F: 3 clusters Score -176333.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -176485.343750 Penalty: 3582.754639
	Iteration 8Q: 3 clusters Score -176485.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -176630.984375 Penalty: 3582.754639
	Iteration 9Q: 3 clusters Score -176631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -176798.828125 Penalty: 3582.754639
	Iteration 10Q: 3 clusters Score -176798.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -176813.875000 Penalty: 3582.754639
	Iteration 11Q: 3 clusters Score -176813.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -176819.453125 Penalty: 3582.754639
	Iteration 12Q: 3 clusters Score -176819.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -176824.906250 Penalty: 3582.754639
	Iteration 13Q: 3 clusters Score -176824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -176826.812500 Penalty: 3582.754639
	Iteration 14Q: 3 clusters Score -176826.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -176831.421875 Penalty: 3582.754639
	Iteration 15Q: 3 clusters Score -176831.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -176843.109375 Penalty: 3582.754639
	Iteration 16Q: 3 clusters Score -176843.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -176853.953125 Penalty: 3582.754639
	Iteration 17Q: 3 clusters Score -176854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -176862.500000 Penalty: 3582.754639
	Iteration 18Q: 3 clusters Score -176862.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -176866.109375 Penalty: 3582.754639
	Iteration 19Q: 3 clusters Score -176866.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -176866.109375 Penalty: 3582.754639
	Iteration 20F: 3 clusters Score -176866.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 187629 members 
Mstep: Class 4 contains 2329 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 20758 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 44465 members 
Mstep: Class 10 contains 35259 members 
Mstep: Class 11 contains 1064 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167438 members 
Mstep: Class 16 contains 197231 members 
Mstep: Class 17 contains 138198 members 
Mstep: Class 18 contains 13958 members 
Mstep: Class 19 contains 35012 members 
Entering Unmasked Estep 
Score: -116081888.000000 Penalty: 57601.605469
Splitting cluster 6 changes total score from -116083128.000000 to -116081888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (20758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Entering Unmasked Estep 
Score: -2897854.000000 Penalty: 2465.290527
	Iteration 0F: 2 clusters Score -2897854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2883307.750000 Penalty: 4930.581055
	Iteration 0F: 3 clusters Score -2883308 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2888264.500000 Penalty: 4930.581055
	Iteration 1F: 3 clusters Score -2888264 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2888867.750000 Penalty: 4930.581055
	Iteration 2F: 3 clusters Score -2888868 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2889542.000000 Penalty: 4930.581055
	Iteration 3F: 3 clusters Score -2889542 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2890375.000000 Penalty: 4930.581055
	Iteration 4F: 3 clusters Score -2890375 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2891453.000000 Penalty: 4930.581055
	Iteration 5F: 3 clusters Score -2891453 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2892781.250000 Penalty: 4930.581055
	Iteration 6F: 3 clusters Score -2892781 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2894043.500000 Penalty: 4930.581055
	Iteration 7F: 3 clusters Score -2894044 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2894957.000000 Penalty: 4930.581055
	Iteration 8Q: 3 clusters Score -2894957 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2895404.000000 Penalty: 4930.581055
	Iteration 9Q: 3 clusters Score -2895404 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2895619.500000 Penalty: 4930.581055
	Iteration 10Q: 3 clusters Score -2895620 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2895723.500000 Penalty: 4930.581055
	Iteration 11Q: 3 clusters Score -2895724 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2895794.750000 Penalty: 4930.581055
	Iteration 12Q: 3 clusters Score -2895795 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2895811.750000 Penalty: 4930.581055
	Iteration 13Q: 3 clusters Score -2895812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2895837.250000 Penalty: 4930.581055
	Iteration 14Q: 3 clusters Score -2895837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2895843.500000 Penalty: 4930.581055
	Iteration 15Q: 3 clusters Score -2895844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2895851.500000 Penalty: 4930.581055
	Iteration 16Q: 3 clusters Score -2895852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2895851.250000 Penalty: 4930.581055
	Iteration 17Q: 3 clusters Score -2895851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2895862.500000 Penalty: 4930.581055
	Iteration 18Q: 3 clusters Score -2895862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2895872.750000 Penalty: 4930.581055
	Iteration 19Q: 3 clusters Score -2895873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2895883.000000 Penalty: 4930.581055
	Iteration 20F: 3 clusters Score -2895883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2895885.750000 Penalty: 4930.581055
	Iteration 21Q: 3 clusters Score -2895886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2895896.000000 Penalty: 4930.581055
	Iteration 22Q: 3 clusters Score -2895896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2895903.750000 Penalty: 4930.581055
	Iteration 23Q: 3 clusters Score -2895904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2895901.000000 Penalty: 4930.581055
	Iteration 24Q: 3 clusters Score -2895901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2895904.250000 Penalty: 4930.581055
	Iteration 25Q: 3 clusters Score -2895904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2895912.250000 Penalty: 4930.581055
	Iteration 26Q: 3 clusters Score -2895912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2895918.000000 Penalty: 4930.581055
	Iteration 27Q: 3 clusters Score -2895918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2895918.250000 Penalty: 4930.581055
	Iteration 28Q: 3 clusters Score -2895918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2895919.000000 Penalty: 4930.581055
	Iteration 29Q: 3 clusters Score -2895919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2895919.250000 Penalty: 4930.581055
	Iteration 30Q: 3 clusters Score -2895919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2895924.000000 Penalty: 4930.581055
	Iteration 31Q: 3 clusters Score -2895924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2895922.750000 Penalty: 4930.581055
	Iteration 32Q: 3 clusters Score -2895923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2895923.000000 Penalty: 4930.581055
	Iteration 33Q: 3 clusters Score -2895923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2895921.500000 Penalty: 4930.581055
	Iteration 34Q: 3 clusters Score -2895922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2895918.250000 Penalty: 4930.581055
	Iteration 35Q: 3 clusters Score -2895918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2895918.250000 Penalty: 4930.581055
	Iteration 36Q: 3 clusters Score -2895918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2895918.250000 Penalty: 4930.581055
	Iteration 37F: 3 clusters Score -2895918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -126533.226562 Penalty: 1711.131348
	Iteration 0F: 2 clusters Score -126533.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -124593.617188 Penalty: 3422.262695
	Iteration 0F: 3 clusters Score -124593.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -124865.218750 Penalty: 3422.262695
	Iteration 1F: 3 clusters Score -124865.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -124963.812500 Penalty: 3422.262695
	Iteration 2F: 3 clusters Score -124963.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -125005.070312 Penalty: 3422.262695
	Iteration 3Q: 3 clusters Score -125005.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -125048.507812 Penalty: 3422.262695
	Iteration 4Q: 3 clusters Score -125048.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -125087.445312 Penalty: 3422.262695
	Iteration 5Q: 3 clusters Score -125087.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -125120.882812 Penalty: 3422.262695
	Iteration 6Q: 3 clusters Score -125120.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -125164.937500 Penalty: 3422.262695
	Iteration 7Q: 3 clusters Score -125164.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -125189.328125 Penalty: 3422.262695
	Iteration 8Q: 3 clusters Score -125189.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -125198.593750 Penalty: 3422.262695
	Iteration 9Q: 3 clusters Score -125198.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -125201.054688 Penalty: 3422.262695
	Iteration 10Q: 3 clusters Score -125201.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -125207.171875 Penalty: 3422.262695
	Iteration 11Q: 3 clusters Score -125207.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -125214.328125 Penalty: 3422.262695
	Iteration 12Q: 3 clusters Score -125214.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -125223.765625 Penalty: 3422.262695
	Iteration 13Q: 3 clusters Score -125223.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -125233.437500 Penalty: 3422.262695
	Iteration 14Q: 3 clusters Score -125233.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -125245.625000 Penalty: 3422.262695
	Iteration 15Q: 3 clusters Score -125245.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -125249.515625 Penalty: 3422.262695
	Iteration 16Q: 3 clusters Score -125249.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -125253.765625 Penalty: 3422.262695
	Iteration 17Q: 3 clusters Score -125253.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -125254.945312 Penalty: 3422.262695
	Iteration 18Q: 3 clusters Score -125254.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -125254.945312 Penalty: 3422.262695
	Iteration 19F: 3 clusters Score -125254.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Entering Unmasked Estep 
Score: -4915418.500000 Penalty: 2596.677979
	Iteration 0F: 2 clusters Score -4915418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -4891244.000000 Penalty: 5193.355957
	Iteration 0F: 3 clusters Score -4891244 nChanged 16126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -4900173.000000 Penalty: 5193.355957
	Iteration 1F: 3 clusters Score -4900173 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -4900658.000000 Penalty: 5193.355957
	Iteration 2Q: 3 clusters Score -4900658 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -4901091.000000 Penalty: 5193.355957
	Iteration 3Q: 3 clusters Score -4901091 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -4901536.500000 Penalty: 5193.355957
	Iteration 4Q: 3 clusters Score -4901536 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -4901996.000000 Penalty: 5193.355957
	Iteration 5Q: 3 clusters Score -4901996 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -4902494.500000 Penalty: 5193.355957
	Iteration 6Q: 3 clusters Score -4902494 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -4903104.500000 Penalty: 5193.355957
	Iteration 7Q: 3 clusters Score -4903104 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -4903822.500000 Penalty: 5193.355957
	Iteration 8Q: 3 clusters Score -4903822 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -4904733.000000 Penalty: 5193.355957
	Iteration 9Q: 3 clusters Score -4904733 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -4905881.500000 Penalty: 5193.355957
	Iteration 10Q: 3 clusters Score -4905882 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -4907149.000000 Penalty: 5193.355957
	Iteration 11F: 3 clusters Score -4907149 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -4908487.000000 Penalty: 5193.355957
	Iteration 12F: 3 clusters Score -4908487 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -4909736.500000 Penalty: 5193.355957
	Iteration 13Q: 3 clusters Score -4909736 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -4910869.500000 Penalty: 5193.355957
	Iteration 14Q: 3 clusters Score -4910870 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -4911663.500000 Penalty: 5193.355957
	Iteration 15Q: 3 clusters Score -4911664 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -4912218.000000 Penalty: 5193.355957
	Iteration 16Q: 3 clusters Score -4912218 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -4912549.500000 Penalty: 5193.355957
	Iteration 17Q: 3 clusters Score -4912550 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -4912762.000000 Penalty: 5193.355957
	Iteration 18Q: 3 clusters Score -4912762 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -4912892.000000 Penalty: 5193.355957
	Iteration 19Q: 3 clusters Score -4912892 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -4912966.000000 Penalty: 5193.355957
	Iteration 20F: 3 clusters Score -4912966 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -4913032.000000 Penalty: 5193.355957
	Iteration 21Q: 3 clusters Score -4913032 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -4913093.500000 Penalty: 5193.355957
	Iteration 22Q: 3 clusters Score -4913094 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -4913142.000000 Penalty: 5193.355957
	Iteration 23Q: 3 clusters Score -4913142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -4913162.000000 Penalty: 5193.355957
	Iteration 24Q: 3 clusters Score -4913162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -4913178.500000 Penalty: 5193.355957
	Iteration 25Q: 3 clusters Score -4913178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -4913189.500000 Penalty: 5193.355957
	Iteration 26Q: 3 clusters Score -4913190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -4913202.000000 Penalty: 5193.355957
	Iteration 27Q: 3 clusters Score -4913202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -4913222.500000 Penalty: 5193.355957
	Iteration 28Q: 3 clusters Score -4913222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -4913234.000000 Penalty: 5193.355957
	Iteration 29Q: 3 clusters Score -4913234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -4913246.000000 Penalty: 5193.355957
	Iteration 30Q: 3 clusters Score -4913246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -4913263.000000 Penalty: 5193.355957
	Iteration 31Q: 3 clusters Score -4913263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -4913265.000000 Penalty: 5193.355957
	Iteration 32Q: 3 clusters Score -4913265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -4913273.000000 Penalty: 5193.355957
	Iteration 33Q: 3 clusters Score -4913273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -4913284.000000 Penalty: 5193.355957
	Iteration 34Q: 3 clusters Score -4913284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -4913295.000000 Penalty: 5193.355957
	Iteration 35Q: 3 clusters Score -4913295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -4913294.000000 Penalty: 5193.355957
	Iteration 36Q: 3 clusters Score -4913294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -4913300.000000 Penalty: 5193.355957
	Iteration 37Q: 3 clusters Score -4913300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -4913302.000000 Penalty: 5193.355957
	Iteration 38Q: 3 clusters Score -4913302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -4913300.500000 Penalty: 5193.355957
	Iteration 39Q: 3 clusters Score -4913300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -4913298.500000 Penalty: 5193.355957
	Iteration 40F: 3 clusters Score -4913298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -34634.589844 Penalty: 1408.682739
	Iteration 0F: 2 clusters Score -34634.59 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 142 members 
Entering Unmasked Estep 
Score: -33394.964844 Penalty: 2817.365479
	Iteration 0F: 3 clusters Score -33394.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33519.910156 Penalty: 2817.365479
	Iteration 1F: 3 clusters Score -33519.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33573.910156 Penalty: 2817.365479
	Iteration 2Q: 3 clusters Score -33573.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33601.707031 Penalty: 2817.365479
	Iteration 3Q: 3 clusters Score -33601.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33611.101562 Penalty: 2817.365479
	Iteration 4Q: 3 clusters Score -33611.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33619.398438 Penalty: 2817.365479
	Iteration 5Q: 3 clusters Score -33619.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33619.398438 Penalty: 2817.365479
	Iteration 6F: 3 clusters Score -33619.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (167438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167438 members 
Entering Unmasked Estep 
Score: -23094426.000000 Penalty: 2983.035156
	Iteration 0F: 2 clusters Score -2.309443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83757 members 
Mstep: Class 2 contains 83681 members 
Entering Unmasked Estep 
Score: -22985584.000000 Penalty: 5966.070312
	Iteration 0F: 3 clusters Score -2.298558e+07 nChanged 80203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84248 members 
Mstep: Class 2 contains 83190 members 
Entering Unmasked Estep 
Score: -23033230.000000 Penalty: 5966.070312
	Iteration 1F: 3 clusters Score -2.303323e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84517 members 
Mstep: Class 2 contains 82921 members 
Entering Unmasked Estep 
Score: -23034686.000000 Penalty: 5966.070312
	Iteration 2Q: 3 clusters Score -2.303469e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84954 members 
Mstep: Class 2 contains 82484 members 
Entering Unmasked Estep 
Score: -23036536.000000 Penalty: 5966.070312
	Iteration 3Q: 3 clusters Score -2.303654e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85695 members 
Mstep: Class 2 contains 81743 members 
Entering Unmasked Estep 
Score: -23038908.000000 Penalty: 5966.070312
	Iteration 4Q: 3 clusters Score -2.303891e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86944 members 
Mstep: Class 2 contains 80494 members 
Entering Unmasked Estep 
Score: -23042470.000000 Penalty: 5966.070312
	Iteration 5Q: 3 clusters Score -2.304247e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88965 members 
Mstep: Class 2 contains 78473 members 
Entering Unmasked Estep 
Score: -23048190.000000 Penalty: 5966.070312
	Iteration 6F: 3 clusters Score -2.304819e+07 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91266 members 
Mstep: Class 2 contains 76172 members 
Entering Unmasked Estep 
Score: -23056084.000000 Penalty: 5966.070312
	Iteration 7F: 3 clusters Score -2.305608e+07 nChanged 10943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Mstep: Class 2 contains 74063 members 
Entering Unmasked Estep 
Score: -23064244.000000 Penalty: 5966.070312
	Iteration 8F: 3 clusters Score -2.306424e+07 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94906 members 
Mstep: Class 2 contains 72532 members 
Entering Unmasked Estep 
Score: -23069086.000000 Penalty: 5966.070312
	Iteration 9F: 3 clusters Score -2.306909e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96036 members 
Mstep: Class 2 contains 71402 members 
Entering Unmasked Estep 
Score: -23070978.000000 Penalty: 5966.070312
	Iteration 10Q: 3 clusters Score -2.307098e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97008 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -23071526.000000 Penalty: 5966.070312
	Iteration 11Q: 3 clusters Score -2.307153e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97975 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -23071838.000000 Penalty: 5966.070312
	Iteration 12Q: 3 clusters Score -2.307184e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98899 members 
Mstep: Class 2 contains 68539 members 
Entering Unmasked Estep 
Score: -23072034.000000 Penalty: 5966.070312
	Iteration 13Q: 3 clusters Score -2.307203e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99853 members 
Mstep: Class 2 contains 67585 members 
Entering Unmasked Estep 
Score: -23072218.000000 Penalty: 5966.070312
	Iteration 14Q: 3 clusters Score -2.307222e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100855 members 
Mstep: Class 2 contains 66583 members 
Entering Unmasked Estep 
Score: -23072530.000000 Penalty: 5966.070312
	Iteration 15Q: 3 clusters Score -2.307253e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101895 members 
Mstep: Class 2 contains 65543 members 
Entering Unmasked Estep 
Score: -23072734.000000 Penalty: 5966.070312
	Iteration 16Q: 3 clusters Score -2.307273e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102990 members 
Mstep: Class 2 contains 64448 members 
Entering Unmasked Estep 
Score: -23072936.000000 Penalty: 5966.070312
	Iteration 17Q: 3 clusters Score -2.307294e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104074 members 
Mstep: Class 2 contains 63364 members 
Entering Unmasked Estep 
Score: -23073182.000000 Penalty: 5966.070312
	Iteration 18Q: 3 clusters Score -2.307318e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105270 members 
Mstep: Class 2 contains 62168 members 
Entering Unmasked Estep 
Score: -23073562.000000 Penalty: 5966.070312
	Iteration 19Q: 3 clusters Score -2.307356e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106561 members 
Mstep: Class 2 contains 60877 members 
Entering Unmasked Estep 
Score: -23073968.000000 Penalty: 5966.070312
	Iteration 20F: 3 clusters Score -2.307397e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107968 members 
Mstep: Class 2 contains 59470 members 
Entering Unmasked Estep 
Score: -23074308.000000 Penalty: 5966.070312
	Iteration 21Q: 3 clusters Score -2.307431e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109420 members 
Mstep: Class 2 contains 58018 members 
Entering Unmasked Estep 
Score: -23074570.000000 Penalty: 5966.070312
	Iteration 22Q: 3 clusters Score -2.307457e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110982 members 
Mstep: Class 2 contains 56456 members 
Entering Unmasked Estep 
Score: -23074958.000000 Penalty: 5966.070312
	Iteration 23Q: 3 clusters Score -2.307496e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112597 members 
Mstep: Class 2 contains 54841 members 
Entering Unmasked Estep 
Score: -23075260.000000 Penalty: 5966.070312
	Iteration 24Q: 3 clusters Score -2.307526e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114298 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -23075624.000000 Penalty: 5966.070312
	Iteration 25Q: 3 clusters Score -2.307562e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116159 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -23076040.000000 Penalty: 5966.070312
	Iteration 26Q: 3 clusters Score -2.307604e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118087 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -23076428.000000 Penalty: 5966.070312
	Iteration 27Q: 3 clusters Score -2.307643e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120061 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -23076828.000000 Penalty: 5966.070312
	Iteration 28Q: 3 clusters Score -2.307683e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122134 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -23077360.000000 Penalty: 5966.070312
	Iteration 29Q: 3 clusters Score -2.307736e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124315 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -23077976.000000 Penalty: 5966.070312
	Iteration 30Q: 3 clusters Score -2.307798e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126536 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -23078532.000000 Penalty: 5966.070312
	Iteration 31Q: 3 clusters Score -2.307853e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128850 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -23079190.000000 Penalty: 5966.070312
	Iteration 32Q: 3 clusters Score -2.307919e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131193 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -23079806.000000 Penalty: 5966.070312
	Iteration 33Q: 3 clusters Score -2.307981e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133527 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -23080586.000000 Penalty: 5966.070312
	Iteration 34Q: 3 clusters Score -2.308059e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135880 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -23081156.000000 Penalty: 5966.070312
	Iteration 35Q: 3 clusters Score -2.308116e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138333 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -23081928.000000 Penalty: 5966.070312
	Iteration 36Q: 3 clusters Score -2.308193e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140897 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -23082884.000000 Penalty: 5966.070312
	Iteration 37Q: 3 clusters Score -2.308288e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143564 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -23083790.000000 Penalty: 5966.070312
	Iteration 38Q: 3 clusters Score -2.308379e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146093 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -23084626.000000 Penalty: 5966.070312
	Iteration 39Q: 3 clusters Score -2.308463e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148561 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -23085494.000000 Penalty: 5966.070312
	Iteration 40F: 3 clusters Score -2.308549e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150891 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -23086336.000000 Penalty: 5966.070312
	Iteration 41Q: 3 clusters Score -2.308634e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153152 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -23087110.000000 Penalty: 5966.070312
	Iteration 42Q: 3 clusters Score -2.308711e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155325 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -23087900.000000 Penalty: 5966.070312
	Iteration 43Q: 3 clusters Score -2.30879e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157249 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -23088600.000000 Penalty: 5966.070312
	Iteration 44Q: 3 clusters Score -2.30886e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158998 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -23089304.000000 Penalty: 5966.070312
	Iteration 45Q: 3 clusters Score -2.30893e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160476 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -23089852.000000 Penalty: 5966.070312
	Iteration 46Q: 3 clusters Score -2.308985e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161755 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -23090312.000000 Penalty: 5966.070312
	Iteration 47Q: 3 clusters Score -2.309031e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162758 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -23090766.000000 Penalty: 5966.070312
	Iteration 48Q: 3 clusters Score -2.309077e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163529 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -23091000.000000 Penalty: 5966.070312
	Iteration 49Q: 3 clusters Score -2.3091e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164133 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -23091268.000000 Penalty: 5966.070312
	Iteration 50Q: 3 clusters Score -2.309127e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164610 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -23091434.000000 Penalty: 5966.070312
	Iteration 51Q: 3 clusters Score -2.309143e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164988 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -23091546.000000 Penalty: 5966.070312
	Iteration 52Q: 3 clusters Score -2.309155e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165294 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -23091670.000000 Penalty: 5966.070312
	Iteration 53Q: 3 clusters Score -2.309167e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165514 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -23091760.000000 Penalty: 5966.070312
	Iteration 54Q: 3 clusters Score -2.309176e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165689 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -23091810.000000 Penalty: 5966.070312
	Iteration 55Q: 3 clusters Score -2.309181e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165816 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -23091806.000000 Penalty: 5966.070312
	Iteration 56Q: 3 clusters Score -2.309181e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165912 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -23091826.000000 Penalty: 5966.070312
	Iteration 57Q: 3 clusters Score -2.309183e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165997 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -23091824.000000 Penalty: 5966.070312
	Iteration 58Q: 3 clusters Score -2.309182e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166061 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -23091850.000000 Penalty: 5966.070312
	Iteration 59Q: 3 clusters Score -2.309185e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166125 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -23091854.000000 Penalty: 5966.070312
	Iteration 60F: 3 clusters Score -2.309185e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166175 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -23091888.000000 Penalty: 5966.070312
	Iteration 61Q: 3 clusters Score -2.309189e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166213 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -23091900.000000 Penalty: 5966.070312
	Iteration 62Q: 3 clusters Score -2.30919e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166241 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -23091914.000000 Penalty: 5966.070312
	Iteration 63Q: 3 clusters Score -2.309191e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166266 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -23091900.000000 Penalty: 5966.070312
	Iteration 64Q: 3 clusters Score -2.30919e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166288 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -23091926.000000 Penalty: 5966.070312
	Iteration 65Q: 3 clusters Score -2.309193e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166310 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -23091932.000000 Penalty: 5966.070312
	Iteration 66Q: 3 clusters Score -2.309193e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166335 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -23091954.000000 Penalty: 5966.070312
	Iteration 67Q: 3 clusters Score -2.309195e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166356 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -23091956.000000 Penalty: 5966.070312
	Iteration 68Q: 3 clusters Score -2.309196e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166375 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -23091942.000000 Penalty: 5966.070312
	Iteration 69Q: 3 clusters Score -2.309194e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166392 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -23091954.000000 Penalty: 5966.070312
	Iteration 70Q: 3 clusters Score -2.309195e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166410 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -23091970.000000 Penalty: 5966.070312
	Iteration 71Q: 3 clusters Score -2.309197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166424 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -23091974.000000 Penalty: 5966.070312
	Iteration 72Q: 3 clusters Score -2.309197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166431 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -23091980.000000 Penalty: 5966.070312
	Iteration 73Q: 3 clusters Score -2.309198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166434 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -23091972.000000 Penalty: 5966.070312
	Iteration 74Q: 3 clusters Score -2.309197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166437 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -23091972.000000 Penalty: 5966.070312
	Iteration 75Q: 3 clusters Score -2.309197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166443 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -23091974.000000 Penalty: 5966.070312
	Iteration 76Q: 3 clusters Score -2.309197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166447 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -23091976.000000 Penalty: 5966.070312
	Iteration 77Q: 3 clusters Score -2.309198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166454 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -23091978.000000 Penalty: 5966.070312
	Iteration 78Q: 3 clusters Score -2.309198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166457 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -23091982.000000 Penalty: 5966.070312
	Iteration 79Q: 3 clusters Score -2.309198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166458 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -23091976.000000 Penalty: 5966.070312
	Iteration 80F: 3 clusters Score -2.309198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166460 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -23091994.000000 Penalty: 5966.070312
	Iteration 81Q: 3 clusters Score -2.309199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166461 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -23091990.000000 Penalty: 5966.070312
	Iteration 82Q: 3 clusters Score -2.309199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166463 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -23091984.000000 Penalty: 5966.070312
	Iteration 83Q: 3 clusters Score -2.309198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166462 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -23091990.000000 Penalty: 5966.070312
	Iteration 84Q: 3 clusters Score -2.309199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166462 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -23091990.000000 Penalty: 5966.070312
	Iteration 85F: 3 clusters Score -2.309199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (197231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197231 members 
Entering Unmasked Estep 
Score: -26997962.000000 Penalty: 3023.648438
	Iteration 0F: 2 clusters Score -2.699796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98810 members 
Mstep: Class 2 contains 98421 members 
Entering Unmasked Estep 
Score: -26874560.000000 Penalty: 6047.296875
	Iteration 0F: 3 clusters Score -2.687456e+07 nChanged 94915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101459 members 
Mstep: Class 2 contains 95772 members 
Entering Unmasked Estep 
Score: -26930242.000000 Penalty: 6047.296875
	Iteration 1F: 3 clusters Score -2.693024e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102976 members 
Mstep: Class 2 contains 94255 members 
Entering Unmasked Estep 
Score: -26931306.000000 Penalty: 6047.296875
	Iteration 2Q: 3 clusters Score -2.693131e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105294 members 
Mstep: Class 2 contains 91937 members 
Entering Unmasked Estep 
Score: -26932710.000000 Penalty: 6047.296875
	Iteration 3Q: 3 clusters Score -2.693271e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108762 members 
Mstep: Class 2 contains 88469 members 
Entering Unmasked Estep 
Score: -26934526.000000 Penalty: 6047.296875
	Iteration 4Q: 3 clusters Score -2.693453e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113857 members 
Mstep: Class 2 contains 83374 members 
Entering Unmasked Estep 
Score: -26937608.000000 Penalty: 6047.296875
	Iteration 5Q: 3 clusters Score -2.693761e+07 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121033 members 
Mstep: Class 2 contains 76198 members 
Entering Unmasked Estep 
Score: -26942208.000000 Penalty: 6047.296875
	Iteration 6Q: 3 clusters Score -2.694221e+07 nChanged 10842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130549 members 
Mstep: Class 2 contains 66682 members 
Entering Unmasked Estep 
Score: -26949670.000000 Penalty: 6047.296875
	Iteration 7F: 3 clusters Score -2.694967e+07 nChanged 12494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142087 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -26959562.000000 Penalty: 6047.296875
	Iteration 8F: 3 clusters Score -2.695956e+07 nChanged 12744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154079 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -26970126.000000 Penalty: 6047.296875
	Iteration 9F: 3 clusters Score -2.697013e+07 nChanged 11233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164684 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -26978762.000000 Penalty: 6047.296875
	Iteration 10F: 3 clusters Score -2.697876e+07 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173018 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -26984768.000000 Penalty: 6047.296875
	Iteration 11Q: 3 clusters Score -2.698477e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179178 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -26988482.000000 Penalty: 6047.296875
	Iteration 12Q: 3 clusters Score -2.698848e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183865 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -26990754.000000 Penalty: 6047.296875
	Iteration 13Q: 3 clusters Score -2.699075e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187271 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -26992374.000000 Penalty: 6047.296875
	Iteration 14Q: 3 clusters Score -2.699237e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189793 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -26993206.000000 Penalty: 6047.296875
	Iteration 15Q: 3 clusters Score -2.699321e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191577 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -26993932.000000 Penalty: 6047.296875
	Iteration 16Q: 3 clusters Score -2.699393e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192900 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -26994312.000000 Penalty: 6047.296875
	Iteration 17Q: 3 clusters Score -2.699431e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193863 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -26994620.000000 Penalty: 6047.296875
	Iteration 18Q: 3 clusters Score -2.699462e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194567 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -26994900.000000 Penalty: 6047.296875
	Iteration 19Q: 3 clusters Score -2.69949e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195044 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -26994984.000000 Penalty: 6047.296875
	Iteration 20F: 3 clusters Score -2.699498e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195374 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -26995028.000000 Penalty: 6047.296875
	Iteration 21Q: 3 clusters Score -2.699503e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195598 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -26995076.000000 Penalty: 6047.296875
	Iteration 22Q: 3 clusters Score -2.699508e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195751 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -26995176.000000 Penalty: 6047.296875
	Iteration 23Q: 3 clusters Score -2.699518e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195887 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -26995196.000000 Penalty: 6047.296875
	Iteration 24Q: 3 clusters Score -2.69952e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195986 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -26995270.000000 Penalty: 6047.296875
	Iteration 25Q: 3 clusters Score -2.699527e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196057 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -26995340.000000 Penalty: 6047.296875
	Iteration 26Q: 3 clusters Score -2.699534e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196112 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -26995362.000000 Penalty: 6047.296875
	Iteration 27Q: 3 clusters Score -2.699536e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196153 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -26995380.000000 Penalty: 6047.296875
	Iteration 28Q: 3 clusters Score -2.699538e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196188 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -26995404.000000 Penalty: 6047.296875
	Iteration 29Q: 3 clusters Score -2.69954e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196220 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -26995404.000000 Penalty: 6047.296875
	Iteration 30Q: 3 clusters Score -2.69954e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196244 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -26995444.000000 Penalty: 6047.296875
	Iteration 31Q: 3 clusters Score -2.699544e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196265 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -26995482.000000 Penalty: 6047.296875
	Iteration 32Q: 3 clusters Score -2.699548e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196284 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -26995470.000000 Penalty: 6047.296875
	Iteration 33Q: 3 clusters Score -2.699547e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196304 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -26995452.000000 Penalty: 6047.296875
	Iteration 34Q: 3 clusters Score -2.699545e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196319 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -26995468.000000 Penalty: 6047.296875
	Iteration 35Q: 3 clusters Score -2.699547e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196337 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -26995502.000000 Penalty: 6047.296875
	Iteration 36Q: 3 clusters Score -2.69955e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196351 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -26995494.000000 Penalty: 6047.296875
	Iteration 37Q: 3 clusters Score -2.699549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196354 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -26995494.000000 Penalty: 6047.296875
	Iteration 38Q: 3 clusters Score -2.699549e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196357 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -26995510.000000 Penalty: 6047.296875
	Iteration 39Q: 3 clusters Score -2.699551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196358 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -26995492.000000 Penalty: 6047.296875
	Iteration 40F: 3 clusters Score -2.699549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196361 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -26995512.000000 Penalty: 6047.296875
	Iteration 41Q: 3 clusters Score -2.699551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196365 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -26995522.000000 Penalty: 6047.296875
	Iteration 42Q: 3 clusters Score -2.699552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196371 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -26995522.000000 Penalty: 6047.296875
	Iteration 43Q: 3 clusters Score -2.699552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196374 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -26995534.000000 Penalty: 6047.296875
	Iteration 44Q: 3 clusters Score -2.699553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196376 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -26995534.000000 Penalty: 6047.296875
	Iteration 45Q: 3 clusters Score -2.699553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196375 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -26995540.000000 Penalty: 6047.296875
	Iteration 46Q: 3 clusters Score -2.699554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196374 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -26995526.000000 Penalty: 6047.296875
	Iteration 47Q: 3 clusters Score -2.699553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196375 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -26995526.000000 Penalty: 6047.296875
	Iteration 48Q: 3 clusters Score -2.699553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196375 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -26995518.000000 Penalty: 6047.296875
	Iteration 49Q: 3 clusters Score -2.699552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196376 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -26995522.000000 Penalty: 6047.296875
	Iteration 50Q: 3 clusters Score -2.699552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196378 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -26995534.000000 Penalty: 6047.296875
	Iteration 51Q: 3 clusters Score -2.699553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196381 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -26995532.000000 Penalty: 6047.296875
	Iteration 52Q: 3 clusters Score -2.699553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196384 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -26995528.000000 Penalty: 6047.296875
	Iteration 53Q: 3 clusters Score -2.699553e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196384 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -26995528.000000 Penalty: 6047.296875
	Iteration 54F: 3 clusters Score -2.699553e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (138198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138198 members 
Entering Unmasked Estep 
Score: -18989274.000000 Penalty: 2935.437744
	Iteration 0F: 2 clusters Score -1.898927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68960 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
Score: -18896246.000000 Penalty: 5870.875488
	Iteration 0F: 3 clusters Score -1.889625e+07 nChanged 66028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67392 members 
Mstep: Class 2 contains 70806 members 
Entering Unmasked Estep 
Score: -18934796.000000 Penalty: 5870.875488
	Iteration 1F: 3 clusters Score -1.89348e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66424 members 
Mstep: Class 2 contains 71774 members 
Entering Unmasked Estep 
Score: -18935594.000000 Penalty: 5870.875488
	Iteration 2Q: 3 clusters Score -1.893559e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65001 members 
Mstep: Class 2 contains 73197 members 
Entering Unmasked Estep 
Score: -18936332.000000 Penalty: 5870.875488
	Iteration 3Q: 3 clusters Score -1.893633e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62854 members 
Mstep: Class 2 contains 75344 members 
Entering Unmasked Estep 
Score: -18937518.000000 Penalty: 5870.875488
	Iteration 4Q: 3 clusters Score -1.893752e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -18939208.000000 Penalty: 5870.875488
	Iteration 5Q: 3 clusters Score -1.893921e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55047 members 
Mstep: Class 2 contains 83151 members 
Entering Unmasked Estep 
Score: -18942080.000000 Penalty: 5870.875488
	Iteration 6Q: 3 clusters Score -1.894208e+07 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 89889 members 
Entering Unmasked Estep 
Score: -18946550.000000 Penalty: 5870.875488
	Iteration 7F: 3 clusters Score -1.894655e+07 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 98701 members 
Entering Unmasked Estep 
Score: -18953350.000000 Penalty: 5870.875488
	Iteration 8F: 3 clusters Score -1.895335e+07 nChanged 10671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 108798 members 
Entering Unmasked Estep 
Score: -18962554.000000 Penalty: 5870.875488
	Iteration 9F: 3 clusters Score -1.896255e+07 nChanged 9732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 118152 members 
Entering Unmasked Estep 
Score: -18971836.000000 Penalty: 5870.875488
	Iteration 10F: 3 clusters Score -1.897184e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 124490 members 
Entering Unmasked Estep 
Score: -18978316.000000 Penalty: 5870.875488
	Iteration 11Q: 3 clusters Score -1.897832e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 127910 members 
Entering Unmasked Estep 
Score: -18982124.000000 Penalty: 5870.875488
	Iteration 12Q: 3 clusters Score -1.898212e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 129613 members 
Entering Unmasked Estep 
Score: -18984116.000000 Penalty: 5870.875488
	Iteration 13Q: 3 clusters Score -1.898412e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 130646 members 
Entering Unmasked Estep 
Score: -18984992.000000 Penalty: 5870.875488
	Iteration 14Q: 3 clusters Score -1.898499e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 131384 members 
Entering Unmasked Estep 
Score: -18985512.000000 Penalty: 5870.875488
	Iteration 15Q: 3 clusters Score -1.898551e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 131976 members 
Entering Unmasked Estep 
Score: -18985810.000000 Penalty: 5870.875488
	Iteration 16Q: 3 clusters Score -1.898581e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 132448 members 
Entering Unmasked Estep 
Score: -18986030.000000 Penalty: 5870.875488
	Iteration 17Q: 3 clusters Score -1.898603e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 132835 members 
Entering Unmasked Estep 
Score: -18986226.000000 Penalty: 5870.875488
	Iteration 18Q: 3 clusters Score -1.898623e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 133148 members 
Entering Unmasked Estep 
Score: -18986364.000000 Penalty: 5870.875488
	Iteration 19Q: 3 clusters Score -1.898636e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 133423 members 
Entering Unmasked Estep 
Score: -18986456.000000 Penalty: 5870.875488
	Iteration 20F: 3 clusters Score -1.898646e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 133644 members 
Entering Unmasked Estep 
Score: -18986588.000000 Penalty: 5870.875488
	Iteration 21Q: 3 clusters Score -1.898659e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 133816 members 
Entering Unmasked Estep 
Score: -18986656.000000 Penalty: 5870.875488
	Iteration 22Q: 3 clusters Score -1.898666e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 133966 members 
Entering Unmasked Estep 
Score: -18986678.000000 Penalty: 5870.875488
	Iteration 23Q: 3 clusters Score -1.898668e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 134100 members 
Entering Unmasked Estep 
Score: -18986678.000000 Penalty: 5870.875488
	Iteration 24Q: 3 clusters Score -1.898668e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 134221 members 
Entering Unmasked Estep 
Score: -18986688.000000 Penalty: 5870.875488
	Iteration 25Q: 3 clusters Score -1.898669e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 134327 members 
Entering Unmasked Estep 
Score: -18986720.000000 Penalty: 5870.875488
	Iteration 26Q: 3 clusters Score -1.898672e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 134414 members 
Entering Unmasked Estep 
Score: -18986706.000000 Penalty: 5870.875488
	Iteration 27Q: 3 clusters Score -1.898671e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 134483 members 
Entering Unmasked Estep 
Score: -18986726.000000 Penalty: 5870.875488
	Iteration 28Q: 3 clusters Score -1.898673e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 134564 members 
Entering Unmasked Estep 
Score: -18986764.000000 Penalty: 5870.875488
	Iteration 29Q: 3 clusters Score -1.898676e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 134647 members 
Entering Unmasked Estep 
Score: -18986814.000000 Penalty: 5870.875488
	Iteration 30Q: 3 clusters Score -1.898681e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 134719 members 
Entering Unmasked Estep 
Score: -18986848.000000 Penalty: 5870.875488
	Iteration 31Q: 3 clusters Score -1.898685e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 134788 members 
Entering Unmasked Estep 
Score: -18986864.000000 Penalty: 5870.875488
	Iteration 32Q: 3 clusters Score -1.898686e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 134842 members 
Entering Unmasked Estep 
Score: -18986918.000000 Penalty: 5870.875488
	Iteration 33Q: 3 clusters Score -1.898692e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 134900 members 
Entering Unmasked Estep 
Score: -18986916.000000 Penalty: 5870.875488
	Iteration 34Q: 3 clusters Score -1.898692e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 134943 members 
Entering Unmasked Estep 
Score: -18986928.000000 Penalty: 5870.875488
	Iteration 35Q: 3 clusters Score -1.898693e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 134991 members 
Entering Unmasked Estep 
Score: -18986972.000000 Penalty: 5870.875488
	Iteration 36Q: 3 clusters Score -1.898697e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 135032 members 
Entering Unmasked Estep 
Score: -18987002.000000 Penalty: 5870.875488
	Iteration 37Q: 3 clusters Score -1.8987e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 135075 members 
Entering Unmasked Estep 
Score: -18986974.000000 Penalty: 5870.875488
	Iteration 38Q: 3 clusters Score -1.898697e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 135110 members 
Entering Unmasked Estep 
Score: -18986978.000000 Penalty: 5870.875488
	Iteration 39Q: 3 clusters Score -1.898698e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 135142 members 
Entering Unmasked Estep 
Score: -18986996.000000 Penalty: 5870.875488
	Iteration 40F: 3 clusters Score -1.8987e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 135171 members 
Entering Unmasked Estep 
Score: -18986990.000000 Penalty: 5870.875488
	Iteration 41Q: 3 clusters Score -1.898699e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 135188 members 
Entering Unmasked Estep 
Score: -18986988.000000 Penalty: 5870.875488
	Iteration 42Q: 3 clusters Score -1.898699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 135198 members 
Entering Unmasked Estep 
Score: -18986970.000000 Penalty: 5870.875488
	Iteration 43Q: 3 clusters Score -1.898697e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 135208 members 
Entering Unmasked Estep 
Score: -18986994.000000 Penalty: 5870.875488
	Iteration 44Q: 3 clusters Score -1.898699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 135214 members 
Entering Unmasked Estep 
Score: -18986986.000000 Penalty: 5870.875488
	Iteration 45Q: 3 clusters Score -1.898699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 135219 members 
Entering Unmasked Estep 
Score: -18986990.000000 Penalty: 5870.875488
	Iteration 46Q: 3 clusters Score -1.898699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 135220 members 
Entering Unmasked Estep 
Score: -18986994.000000 Penalty: 5870.875488
	Iteration 47Q: 3 clusters Score -1.898699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 135223 members 
Entering Unmasked Estep 
Score: -18986996.000000 Penalty: 5870.875488
	Iteration 48Q: 3 clusters Score -1.8987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 135229 members 
Entering Unmasked Estep 
Score: -18987000.000000 Penalty: 5870.875488
	Iteration 49Q: 3 clusters Score -1.8987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 135236 members 
Entering Unmasked Estep 
Score: -18986992.000000 Penalty: 5870.875488
	Iteration 50Q: 3 clusters Score -1.898699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 135240 members 
Entering Unmasked Estep 
Score: -18986990.000000 Penalty: 5870.875488
	Iteration 51Q: 3 clusters Score -1.898699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 135247 members 
Entering Unmasked Estep 
Score: -18987004.000000 Penalty: 5870.875488
	Iteration 52Q: 3 clusters Score -1.8987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 135252 members 
Entering Unmasked Estep 
Score: -18987006.000000 Penalty: 5870.875488
	Iteration 53Q: 3 clusters Score -1.898701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 135259 members 
Entering Unmasked Estep 
Score: -18986992.000000 Penalty: 5870.875488
	Iteration 54Q: 3 clusters Score -1.898699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 135265 members 
Entering Unmasked Estep 
Score: -18986992.000000 Penalty: 5870.875488
	Iteration 55Q: 3 clusters Score -1.898699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 135269 members 
Entering Unmasked Estep 
Score: -18987008.000000 Penalty: 5870.875488
	Iteration 56Q: 3 clusters Score -1.898701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 135273 members 
Entering Unmasked Estep 
Score: -18986998.000000 Penalty: 5870.875488
	Iteration 57Q: 3 clusters Score -1.8987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 135277 members 
Entering Unmasked Estep 
Score: -18987004.000000 Penalty: 5870.875488
	Iteration 58Q: 3 clusters Score -1.8987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 135279 members 
Entering Unmasked Estep 
Score: -18987002.000000 Penalty: 5870.875488
	Iteration 59Q: 3 clusters Score -1.8987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 135280 members 
Entering Unmasked Estep 
Score: -18987002.000000 Penalty: 5870.875488
	Iteration 60F: 3 clusters Score -1.8987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 135281 members 
Entering Unmasked Estep 
Score: -18987002.000000 Penalty: 5870.875488
	Iteration 61Q: 3 clusters Score -1.8987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 135284 members 
Entering Unmasked Estep 
Score: -18987002.000000 Penalty: 5870.875488
	Iteration 62Q: 3 clusters Score -1.8987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 135286 members 
Entering Unmasked Estep 
Score: -18987000.000000 Penalty: 5870.875488
	Iteration 63Q: 3 clusters Score -1.8987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 135289 members 
Entering Unmasked Estep 
Score: -18987004.000000 Penalty: 5870.875488
	Iteration 64Q: 3 clusters Score -1.8987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 135295 members 
Entering Unmasked Estep 
Score: -18987000.000000 Penalty: 5870.875488
	Iteration 65Q: 3 clusters Score -1.8987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 135301 members 
Entering Unmasked Estep 
Score: -18987006.000000 Penalty: 5870.875488
	Iteration 66Q: 3 clusters Score -1.898701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 135305 members 
Entering Unmasked Estep 
Score: -18987002.000000 Penalty: 5870.875488
	Iteration 67Q: 3 clusters Score -1.8987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 135307 members 
Entering Unmasked Estep 
Score: -18987004.000000 Penalty: 5870.875488
	Iteration 68Q: 3 clusters Score -1.8987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 135311 members 
Entering Unmasked Estep 
Score: -18987002.000000 Penalty: 5870.875488
	Iteration 69Q: 3 clusters Score -1.8987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 135317 members 
Entering Unmasked Estep 
Score: -18987000.000000 Penalty: 5870.875488
	Iteration 70Q: 3 clusters Score -1.8987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 135323 members 
Entering Unmasked Estep 
Score: -18987016.000000 Penalty: 5870.875488
	Iteration 71Q: 3 clusters Score -1.898702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 135323 members 
Entering Unmasked Estep 
Score: -18987016.000000 Penalty: 5870.875488
	Iteration 72Q: 3 clusters Score -1.898702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 135325 members 
Entering Unmasked Estep 
Score: -18987022.000000 Penalty: 5870.875488
	Iteration 73Q: 3 clusters Score -1.898702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 135327 members 
Entering Unmasked Estep 
Score: -18987024.000000 Penalty: 5870.875488
	Iteration 74Q: 3 clusters Score -1.898702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 135328 members 
Entering Unmasked Estep 
Score: -18987024.000000 Penalty: 5870.875488
	Iteration 75Q: 3 clusters Score -1.898702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 135329 members 
Entering Unmasked Estep 
Score: -18987014.000000 Penalty: 5870.875488
	Iteration 76Q: 3 clusters Score -1.898701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 135330 members 
Entering Unmasked Estep 
Score: -18987020.000000 Penalty: 5870.875488
	Iteration 77Q: 3 clusters Score -1.898702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 135331 members 
Entering Unmasked Estep 
Score: -18987024.000000 Penalty: 5870.875488
	Iteration 78Q: 3 clusters Score -1.898702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 135332 members 
Entering Unmasked Estep 
Score: -18987018.000000 Penalty: 5870.875488
	Iteration 79Q: 3 clusters Score -1.898702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 135332 members 
Entering Unmasked Estep 
Score: -18987018.000000 Penalty: 5870.875488
	Iteration 80F: 3 clusters Score -1.898702e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Entering Unmasked Estep 
Score: -1964559.375000 Penalty: 2366.864258
	Iteration 0F: 2 clusters Score -1964559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1954381.625000 Penalty: 4733.728516
	Iteration 0F: 3 clusters Score -1954382 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1957438.625000 Penalty: 4733.728516
	Iteration 1F: 3 clusters Score -1957439 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1957794.625000 Penalty: 4733.728516
	Iteration 2F: 3 clusters Score -1957795 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1958038.625000 Penalty: 4733.728516
	Iteration 3Q: 3 clusters Score -1958039 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1958254.375000 Penalty: 4733.728516
	Iteration 4Q: 3 clusters Score -1958254 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1958475.375000 Penalty: 4733.728516
	Iteration 5Q: 3 clusters Score -1958475 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1958681.750000 Penalty: 4733.728516
	Iteration 6Q: 3 clusters Score -1958682 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1958923.250000 Penalty: 4733.728516
	Iteration 7Q: 3 clusters Score -1958923 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1959181.000000 Penalty: 4733.728516
	Iteration 8Q: 3 clusters Score -1959181 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1959504.875000 Penalty: 4733.728516
	Iteration 9Q: 3 clusters Score -1959505 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1959920.375000 Penalty: 4733.728516
	Iteration 10Q: 3 clusters Score -1959920 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1960385.750000 Penalty: 4733.728516
	Iteration 11Q: 3 clusters Score -1960386 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1960900.125000 Penalty: 4733.728516
	Iteration 12Q: 3 clusters Score -1960900 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1961323.750000 Penalty: 4733.728516
	Iteration 13Q: 3 clusters Score -1961324 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1961566.125000 Penalty: 4733.728516
	Iteration 14Q: 3 clusters Score -1961566 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1961713.750000 Penalty: 4733.728516
	Iteration 15Q: 3 clusters Score -1961714 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1961800.875000 Penalty: 4733.728516
	Iteration 16Q: 3 clusters Score -1961801 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1961868.250000 Penalty: 4733.728516
	Iteration 17Q: 3 clusters Score -1961868 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1961921.375000 Penalty: 4733.728516
	Iteration 18Q: 3 clusters Score -1961921 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1961961.125000 Penalty: 4733.728516
	Iteration 19Q: 3 clusters Score -1961961 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1962001.500000 Penalty: 4733.728516
	Iteration 20F: 3 clusters Score -1962002 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1962032.500000 Penalty: 4733.728516
	Iteration 21Q: 3 clusters Score -1962032 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1962061.500000 Penalty: 4733.728516
	Iteration 22Q: 3 clusters Score -1962062 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1962085.250000 Penalty: 4733.728516
	Iteration 23Q: 3 clusters Score -1962085 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1962117.125000 Penalty: 4733.728516
	Iteration 24Q: 3 clusters Score -1962117 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1962154.625000 Penalty: 4733.728516
	Iteration 25Q: 3 clusters Score -1962155 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1962183.750000 Penalty: 4733.728516
	Iteration 26Q: 3 clusters Score -1962184 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1962212.250000 Penalty: 4733.728516
	Iteration 27Q: 3 clusters Score -1962212 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1962237.750000 Penalty: 4733.728516
	Iteration 28Q: 3 clusters Score -1962238 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1962254.875000 Penalty: 4733.728516
	Iteration 29Q: 3 clusters Score -1962255 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1962283.000000 Penalty: 4733.728516
	Iteration 30Q: 3 clusters Score -1962283 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1962299.750000 Penalty: 4733.728516
	Iteration 31Q: 3 clusters Score -1962300 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1962318.250000 Penalty: 4733.728516
	Iteration 32Q: 3 clusters Score -1962318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1962328.250000 Penalty: 4733.728516
	Iteration 33Q: 3 clusters Score -1962328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1962334.750000 Penalty: 4733.728516
	Iteration 34Q: 3 clusters Score -1962335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1962337.250000 Penalty: 4733.728516
	Iteration 35Q: 3 clusters Score -1962337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1962340.250000 Penalty: 4733.728516
	Iteration 36Q: 3 clusters Score -1962340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1962346.875000 Penalty: 4733.728516
	Iteration 37Q: 3 clusters Score -1962347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1962346.750000 Penalty: 4733.728516
	Iteration 38Q: 3 clusters Score -1962347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1962349.250000 Penalty: 4733.728516
	Iteration 39Q: 3 clusters Score -1962349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1962349.500000 Penalty: 4733.728516
	Iteration 40F: 3 clusters Score -1962350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1962350.625000 Penalty: 4733.728516
	Iteration 41Q: 3 clusters Score -1962351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1962358.750000 Penalty: 4733.728516
	Iteration 42Q: 3 clusters Score -1962359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1962365.000000 Penalty: 4733.728516
	Iteration 43Q: 3 clusters Score -1962365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1962365.000000 Penalty: 4733.728516
	Iteration 44Q: 3 clusters Score -1962365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1962368.250000 Penalty: 4733.728516
	Iteration 45Q: 3 clusters Score -1962368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1962377.250000 Penalty: 4733.728516
	Iteration 46Q: 3 clusters Score -1962377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1962381.500000 Penalty: 4733.728516
	Iteration 47Q: 3 clusters Score -1962382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1962380.750000 Penalty: 4733.728516
	Iteration 48Q: 3 clusters Score -1962381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1962383.125000 Penalty: 4733.728516
	Iteration 49Q: 3 clusters Score -1962383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1962386.125000 Penalty: 4733.728516
	Iteration 50Q: 3 clusters Score -1962386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1962391.625000 Penalty: 4733.728516
	Iteration 51Q: 3 clusters Score -1962392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1962393.125000 Penalty: 4733.728516
	Iteration 52Q: 3 clusters Score -1962393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1962397.375000 Penalty: 4733.728516
	Iteration 53Q: 3 clusters Score -1962397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1962405.750000 Penalty: 4733.728516
	Iteration 54Q: 3 clusters Score -1962406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1962407.375000 Penalty: 4733.728516
	Iteration 55Q: 3 clusters Score -1962407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1962413.625000 Penalty: 4733.728516
	Iteration 56Q: 3 clusters Score -1962414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1962415.000000 Penalty: 4733.728516
	Iteration 57Q: 3 clusters Score -1962415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1962418.875000 Penalty: 4733.728516
	Iteration 58Q: 3 clusters Score -1962419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1962419.375000 Penalty: 4733.728516
	Iteration 59Q: 3 clusters Score -1962419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1962424.375000 Penalty: 4733.728516
	Iteration 60F: 3 clusters Score -1962424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1962423.625000 Penalty: 4733.728516
	Iteration 61Q: 3 clusters Score -1962424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1962424.000000 Penalty: 4733.728516
	Iteration 62Q: 3 clusters Score -1962424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1962425.125000 Penalty: 4733.728516
	Iteration 63Q: 3 clusters Score -1962425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1962425.875000 Penalty: 4733.728516
	Iteration 64Q: 3 clusters Score -1962426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1962427.750000 Penalty: 4733.728516
	Iteration 65Q: 3 clusters Score -1962428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1962427.750000 Penalty: 4733.728516
	Iteration 66F: 3 clusters Score -1962428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Entering Unmasked Estep 
Score: -4877109.500000 Penalty: 2594.934570
	Iteration 0F: 2 clusters Score -4877110 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 17596 members 
Entering Unmasked Estep 
Score: -4853451.500000 Penalty: 5189.869141
	Iteration 0F: 3 clusters Score -4853452 nChanged 15699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -4861885.500000 Penalty: 5189.869141
	Iteration 1F: 3 clusters Score -4861886 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -4862316.000000 Penalty: 5189.869141
	Iteration 2Q: 3 clusters Score -4862316 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -4862629.500000 Penalty: 5189.869141
	Iteration 3Q: 3 clusters Score -4862630 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -4862912.500000 Penalty: 5189.869141
	Iteration 4Q: 3 clusters Score -4862912 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -4863242.000000 Penalty: 5189.869141
	Iteration 5Q: 3 clusters Score -4863242 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -4863656.000000 Penalty: 5189.869141
	Iteration 6Q: 3 clusters Score -4863656 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -4864193.500000 Penalty: 5189.869141
	Iteration 7Q: 3 clusters Score -4864194 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -4865138.000000 Penalty: 5189.869141
	Iteration 8Q: 3 clusters Score -4865138 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -4866570.000000 Penalty: 5189.869141
	Iteration 9F: 3 clusters Score -4866570 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -4868608.000000 Penalty: 5189.869141
	Iteration 10F: 3 clusters Score -4868608 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -4870967.000000 Penalty: 5189.869141
	Iteration 11F: 3 clusters Score -4870967 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -4872823.000000 Penalty: 5189.869141
	Iteration 12F: 3 clusters Score -4872823 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -4873969.000000 Penalty: 5189.869141
	Iteration 13Q: 3 clusters Score -4873969 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -4874565.500000 Penalty: 5189.869141
	Iteration 14Q: 3 clusters Score -4874566 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -4874883.500000 Penalty: 5189.869141
	Iteration 15Q: 3 clusters Score -4874884 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -4875017.500000 Penalty: 5189.869141
	Iteration 16Q: 3 clusters Score -4875018 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -4875079.500000 Penalty: 5189.869141
	Iteration 17Q: 3 clusters Score -4875080 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -4875117.000000 Penalty: 5189.869141
	Iteration 18Q: 3 clusters Score -4875117 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -4875152.000000 Penalty: 5189.869141
	Iteration 19Q: 3 clusters Score -4875152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -4875158.500000 Penalty: 5189.869141
	Iteration 20F: 3 clusters Score -4875158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -4875175.500000 Penalty: 5189.869141
	Iteration 21Q: 3 clusters Score -4875176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -4875187.000000 Penalty: 5189.869141
	Iteration 22Q: 3 clusters Score -4875187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -4875191.500000 Penalty: 5189.869141
	Iteration 23Q: 3 clusters Score -4875192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -4875197.000000 Penalty: 5189.869141
	Iteration 24Q: 3 clusters Score -4875197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -4875201.500000 Penalty: 5189.869141
	Iteration 25Q: 3 clusters Score -4875202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -4875204.000000 Penalty: 5189.869141
	Iteration 26Q: 3 clusters Score -4875204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -4875203.000000 Penalty: 5189.869141
	Iteration 27Q: 3 clusters Score -4875203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -4875204.500000 Penalty: 5189.869141
	Iteration 28Q: 3 clusters Score -4875204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -4875214.500000 Penalty: 5189.869141
	Iteration 29Q: 3 clusters Score -4875214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -4875211.000000 Penalty: 5189.869141
	Iteration 30Q: 3 clusters Score -4875211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -4875219.500000 Penalty: 5189.869141
	Iteration 31Q: 3 clusters Score -4875220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -4875221.000000 Penalty: 5189.869141
	Iteration 32Q: 3 clusters Score -4875221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -4875223.500000 Penalty: 5189.869141
	Iteration 33Q: 3 clusters Score -4875224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -4875225.000000 Penalty: 5189.869141
	Iteration 34Q: 3 clusters Score -4875225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -4875226.000000 Penalty: 5189.869141
	Iteration 35Q: 3 clusters Score -4875226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -4875226.500000 Penalty: 5189.869141
	Iteration 36Q: 3 clusters Score -4875226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -4875228.500000 Penalty: 5189.869141
	Iteration 37Q: 3 clusters Score -4875228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -4875231.000000 Penalty: 5189.869141
	Iteration 38Q: 3 clusters Score -4875231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -4875241.000000 Penalty: 5189.869141
	Iteration 39Q: 3 clusters Score -4875241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -4875240.000000 Penalty: 5189.869141
	Iteration 40F: 3 clusters Score -4875240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -4875244.500000 Penalty: 5189.869141
	Iteration 41Q: 3 clusters Score -4875244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -4875243.500000 Penalty: 5189.869141
	Iteration 42Q: 3 clusters Score -4875244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -4875245.000000 Penalty: 5189.869141
	Iteration 43Q: 3 clusters Score -4875245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -4875249.500000 Penalty: 5189.869141
	Iteration 44Q: 3 clusters Score -4875250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -4875249.000000 Penalty: 5189.869141
	Iteration 45Q: 3 clusters Score -4875249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -4875249.000000 Penalty: 5189.869141
	Iteration 46Q: 3 clusters Score -4875249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -4875247.500000 Penalty: 5189.869141
	Iteration 47Q: 3 clusters Score -4875248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -4875247.500000 Penalty: 5189.869141
	Iteration 48Q: 3 clusters Score -4875248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -4875247.500000 Penalty: 5189.869141
	Iteration 49F: 3 clusters Score -4875248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 187629 members 
Mstep: Class 4 contains 2329 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 20758 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 10 contains 35259 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167438 members 
Mstep: Class 16 contains 197231 members 
Mstep: Class 17 contains 138198 members 
Mstep: Class 18 contains 13958 members 
Mstep: Class 19 contains 35012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083296.000000 Penalty: 54213.273438
Iteration 119Q: 17 clusters Score -1.160833e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 187835 members 
Mstep: Class 4 contains 2329 members 
Mstep: Class 5 contains 1061 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 20759 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 43955 members 
Mstep: Class 10 contains 35257 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167467 members 
Mstep: Class 16 contains 197412 members 
Mstep: Class 17 contains 138320 members 
Mstep: Class 18 contains 13970 members 
Mstep: Class 19 contains 34976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083592.000000 Penalty: 54213.273438
Iteration 120F: 17 clusters Score -1.160836e+08 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 187964 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 1061 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20758 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 44807 members 
Mstep: Class 10 contains 35258 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167428 members 
Mstep: Class 16 contains 196391 members 
Mstep: Class 17 contains 138440 members 
Mstep: Class 18 contains 13974 members 
Mstep: Class 19 contains 34932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083688.000000 Penalty: 54213.273438
Iteration 121Q: 17 clusters Score -1.160837e+08 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 188025 members 
Mstep: Class 4 contains 2350 members 
Mstep: Class 5 contains 1061 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20755 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 45415 members 
Mstep: Class 10 contains 35254 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167350 members 
Mstep: Class 16 contains 195792 members 
Mstep: Class 17 contains 138472 members 
Mstep: Class 18 contains 13984 members 
Mstep: Class 19 contains 34892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084136.000000 Penalty: 54213.273438
Iteration 122Q: 17 clusters Score -1.160841e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188039 members 
Mstep: Class 4 contains 2386 members 
Mstep: Class 5 contains 1061 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20745 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 45888 members 
Mstep: Class 10 contains 35241 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167266 members 
Mstep: Class 16 contains 195398 members 
Mstep: Class 17 contains 138464 members 
Mstep: Class 18 contains 13998 members 
Mstep: Class 19 contains 34876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084224.000000 Penalty: 54213.273438
Iteration 123Q: 17 clusters Score -1.160842e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188056 members 
Mstep: Class 4 contains 2424 members 
Mstep: Class 5 contains 1061 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20736 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 46270 members 
Mstep: Class 10 contains 35232 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167167 members 
Mstep: Class 16 contains 195115 members 
Mstep: Class 17 contains 138448 members 
Mstep: Class 18 contains 14011 members 
Mstep: Class 19 contains 34842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084440.000000 Penalty: 54213.273438
Iteration 124Q: 17 clusters Score -1.160844e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188081 members 
Mstep: Class 4 contains 2466 members 
Mstep: Class 5 contains 1061 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20731 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 46586 members 
Mstep: Class 10 contains 35232 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167082 members 
Mstep: Class 16 contains 194850 members 
Mstep: Class 17 contains 138449 members 
Mstep: Class 18 contains 14024 members 
Mstep: Class 19 contains 34803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084176.000000 Penalty: 54213.273438
Iteration 125Q: 17 clusters Score -1.160842e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188118 members 
Mstep: Class 4 contains 2494 members 
Mstep: Class 5 contains 1061 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20717 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 46862 members 
Mstep: Class 10 contains 35226 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 166991 members 
Mstep: Class 16 contains 194668 members 
Mstep: Class 17 contains 138454 members 
Mstep: Class 18 contains 14026 members 
Mstep: Class 19 contains 34755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084312.000000 Penalty: 54213.273438
Iteration 126Q: 17 clusters Score -1.160843e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188118 members 
Mstep: Class 4 contains 2523 members 
Mstep: Class 5 contains 1061 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20707 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 47076 members 
Mstep: Class 10 contains 35212 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 166941 members 
Mstep: Class 16 contains 194532 members 
Mstep: Class 17 contains 138471 members 
Mstep: Class 18 contains 14028 members 
Mstep: Class 19 contains 34714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084456.000000 Penalty: 54213.273438
Iteration 127Q: 17 clusters Score -1.160845e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188095 members 
Mstep: Class 4 contains 2557 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20693 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 47250 members 
Mstep: Class 10 contains 35204 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 166895 members 
Mstep: Class 16 contains 194421 members 
Mstep: Class 17 contains 138492 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 34675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084408.000000 Penalty: 54213.273438
Iteration 128Q: 17 clusters Score -1.160844e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 188091 members 
Mstep: Class 4 contains 2589 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20689 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 47411 members 
Mstep: Class 10 contains 35204 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 166839 members 
Mstep: Class 16 contains 194306 members 
Mstep: Class 17 contains 138514 members 
Mstep: Class 18 contains 14052 members 
Mstep: Class 19 contains 34637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084736.000000 Penalty: 54213.273438
Iteration 129Q: 17 clusters Score -1.160847e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 188097 members 
Mstep: Class 4 contains 2625 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20680 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 47549 members 
Mstep: Class 10 contains 35196 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 166793 members 
Mstep: Class 16 contains 194218 members 
Mstep: Class 17 contains 138535 members 
Mstep: Class 18 contains 14062 members 
Mstep: Class 19 contains 34588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084888.000000 Penalty: 54213.273438
Iteration 130Q: 17 clusters Score -1.160849e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 188077 members 
Mstep: Class 4 contains 2644 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20678 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 47700 members 
Mstep: Class 10 contains 35184 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 166763 members 
Mstep: Class 16 contains 194125 members 
Mstep: Class 17 contains 138557 members 
Mstep: Class 18 contains 14060 members 
Mstep: Class 19 contains 34556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085056.000000 Penalty: 54213.273438
Iteration 131Q: 17 clusters Score -1.160851e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 188081 members 
Mstep: Class 4 contains 2669 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20673 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 47826 members 
Mstep: Class 10 contains 35168 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 166761 members 
Mstep: Class 16 contains 194041 members 
Mstep: Class 17 contains 138545 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 34526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084992.000000 Penalty: 54213.273438
Iteration 132Q: 17 clusters Score -1.16085e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 188066 members 
Mstep: Class 4 contains 2700 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20669 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 47938 members 
Mstep: Class 10 contains 35160 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 166761 members 
Mstep: Class 16 contains 193990 members 
Mstep: Class 17 contains 138521 members 
Mstep: Class 18 contains 14060 members 
Mstep: Class 19 contains 34487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084928.000000 Penalty: 54213.273438
Iteration 133Q: 17 clusters Score -1.160849e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 188066 members 
Mstep: Class 4 contains 2725 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20663 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 48038 members 
Mstep: Class 10 contains 35150 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 166763 members 
Mstep: Class 16 contains 193929 members 
Mstep: Class 17 contains 138509 members 
Mstep: Class 18 contains 14067 members 
Mstep: Class 19 contains 34445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085208.000000 Penalty: 54213.273438
Iteration 134Q: 17 clusters Score -1.160852e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 188086 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20665 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 48138 members 
Mstep: Class 10 contains 35142 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 166782 members 
Mstep: Class 16 contains 193811 members 
Mstep: Class 17 contains 138507 members 
Mstep: Class 18 contains 14066 members 
Mstep: Class 19 contains 34407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085128.000000 Penalty: 54213.273438
Iteration 135Q: 17 clusters Score -1.160851e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 188094 members 
Mstep: Class 4 contains 2783 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20657 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 48235 members 
Mstep: Class 10 contains 35139 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 166783 members 
Mstep: Class 16 contains 193726 members 
Mstep: Class 17 contains 138515 members 
Mstep: Class 18 contains 14068 members 
Mstep: Class 19 contains 34362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085184.000000 Penalty: 54213.273438
Iteration 136Q: 17 clusters Score -1.160852e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 188083 members 
Mstep: Class 4 contains 2813 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20656 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 48322 members 
Mstep: Class 10 contains 35138 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 166784 members 
Mstep: Class 16 contains 193644 members 
Mstep: Class 17 contains 138541 members 
Mstep: Class 18 contains 14061 members 
Mstep: Class 19 contains 34327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085352.000000 Penalty: 54213.273438
Iteration 137Q: 17 clusters Score -1.160854e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 188100 members 
Mstep: Class 4 contains 2833 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20656 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 48401 members 
Mstep: Class 10 contains 35135 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 166806 members 
Mstep: Class 16 contains 193554 members 
Mstep: Class 17 contains 138546 members 
Mstep: Class 18 contains 14057 members 
Mstep: Class 19 contains 34285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085328.000000 Penalty: 54213.273438
Iteration 138Q: 17 clusters Score -1.160853e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 188142 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20657 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 48474 members 
Mstep: Class 10 contains 35128 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 166841 members 
Mstep: Class 16 contains 193428 members 
Mstep: Class 17 contains 138563 members 
Mstep: Class 18 contains 14057 members 
Mstep: Class 19 contains 34237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085224.000000 Penalty: 54213.273438
Iteration 139Q: 17 clusters Score -1.160852e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 188164 members 
Mstep: Class 4 contains 2867 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 48550 members 
Mstep: Class 10 contains 35122 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 166874 members 
Mstep: Class 16 contains 193323 members 
Mstep: Class 17 contains 138573 members 
Mstep: Class 18 contains 14060 members 
Mstep: Class 19 contains 34193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085240.000000 Penalty: 54213.273438
Iteration 140F: 17 clusters Score -1.160852e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 188159 members 
Mstep: Class 4 contains 2886 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20662 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 48608 members 
Mstep: Class 10 contains 35121 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 166917 members 
Mstep: Class 16 contains 193228 members 
Mstep: Class 17 contains 138592 members 
Mstep: Class 18 contains 14065 members 
Mstep: Class 19 contains 34157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085352.000000 Penalty: 54213.273438
Iteration 141Q: 17 clusters Score -1.160854e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 188132 members 
Mstep: Class 4 contains 2907 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20662 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 48654 members 
Mstep: Class 10 contains 35119 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 166964 members 
Mstep: Class 16 contains 193157 members 
Mstep: Class 17 contains 138617 members 
Mstep: Class 18 contains 14062 members 
Mstep: Class 19 contains 34127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085320.000000 Penalty: 54213.273438
Iteration 142Q: 17 clusters Score -1.160853e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 188115 members 
Mstep: Class 4 contains 2919 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20657 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 48701 members 
Mstep: Class 10 contains 35113 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167002 members 
Mstep: Class 16 contains 193103 members 
Mstep: Class 17 contains 138633 members 
Mstep: Class 18 contains 14063 members 
Mstep: Class 19 contains 34099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085328.000000 Penalty: 54213.273438
Iteration 143Q: 17 clusters Score -1.160853e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188091 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20656 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 48754 members 
Mstep: Class 10 contains 35111 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167034 members 
Mstep: Class 16 contains 193058 members 
Mstep: Class 17 contains 138641 members 
Mstep: Class 18 contains 14061 members 
Mstep: Class 19 contains 34072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085320.000000 Penalty: 54213.273438
Iteration 144Q: 17 clusters Score -1.160853e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188090 members 
Mstep: Class 4 contains 2935 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20654 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 48790 members 
Mstep: Class 10 contains 35108 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167054 members 
Mstep: Class 16 contains 193013 members 
Mstep: Class 17 contains 138656 members 
Mstep: Class 18 contains 14062 members 
Mstep: Class 19 contains 34042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085224.000000 Penalty: 54213.273438
Iteration 145Q: 17 clusters Score -1.160852e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188099 members 
Mstep: Class 4 contains 2940 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20654 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 48820 members 
Mstep: Class 10 contains 35104 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167079 members 
Mstep: Class 16 contains 192963 members 
Mstep: Class 17 contains 138674 members 
Mstep: Class 18 contains 14060 members 
Mstep: Class 19 contains 34014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085248.000000 Penalty: 54213.273438
Iteration 146Q: 17 clusters Score -1.160852e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188104 members 
Mstep: Class 4 contains 2942 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20650 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 48866 members 
Mstep: Class 10 contains 35102 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167117 members 
Mstep: Class 16 contains 192892 members 
Mstep: Class 17 contains 138685 members 
Mstep: Class 18 contains 14059 members 
Mstep: Class 19 contains 33990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085320.000000 Penalty: 54213.273438
Iteration 147Q: 17 clusters Score -1.160853e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188085 members 
Mstep: Class 4 contains 2943 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20644 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 48909 members 
Mstep: Class 10 contains 35101 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167144 members 
Mstep: Class 16 contains 192859 members 
Mstep: Class 17 contains 138701 members 
Mstep: Class 18 contains 14061 members 
Mstep: Class 19 contains 33963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085120.000000 Penalty: 54213.273438
Iteration 148Q: 17 clusters Score -1.160851e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188088 members 
Mstep: Class 4 contains 2945 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20643 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 48942 members 
Mstep: Class 10 contains 35095 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167164 members 
Mstep: Class 16 contains 192818 members 
Mstep: Class 17 contains 138724 members 
Mstep: Class 18 contains 14062 members 
Mstep: Class 19 contains 33930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085088.000000 Penalty: 54213.273438
Iteration 149Q: 17 clusters Score -1.160851e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188093 members 
Mstep: Class 4 contains 2947 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20641 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 48974 members 
Mstep: Class 10 contains 35093 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167175 members 
Mstep: Class 16 contains 192783 members 
Mstep: Class 17 contains 138740 members 
Mstep: Class 18 contains 14064 members 
Mstep: Class 19 contains 33901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085080.000000 Penalty: 54213.273438
Iteration 150Q: 17 clusters Score -1.160851e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188106 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20644 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49001 members 
Mstep: Class 10 contains 35092 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167178 members 
Mstep: Class 16 contains 192733 members 
Mstep: Class 17 contains 138761 members 
Mstep: Class 18 contains 14066 members 
Mstep: Class 19 contains 33876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085112.000000 Penalty: 54213.273438
Iteration 151Q: 17 clusters Score -1.160851e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188108 members 
Mstep: Class 4 contains 2957 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20647 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49028 members 
Mstep: Class 10 contains 35091 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167197 members 
Mstep: Class 16 contains 192690 members 
Mstep: Class 17 contains 138767 members 
Mstep: Class 18 contains 14068 members 
Mstep: Class 19 contains 33855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085112.000000 Penalty: 54213.273438
Iteration 152Q: 17 clusters Score -1.160851e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188087 members 
Mstep: Class 4 contains 2965 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20647 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49051 members 
Mstep: Class 10 contains 35094 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167226 members 
Mstep: Class 16 contains 192655 members 
Mstep: Class 17 contains 138783 members 
Mstep: Class 18 contains 14067 members 
Mstep: Class 19 contains 33832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085096.000000 Penalty: 54213.273438
Iteration 153Q: 17 clusters Score -1.160851e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188079 members 
Mstep: Class 4 contains 2972 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20647 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49071 members 
Mstep: Class 10 contains 35091 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167259 members 
Mstep: Class 16 contains 192606 members 
Mstep: Class 17 contains 138797 members 
Mstep: Class 18 contains 14070 members 
Mstep: Class 19 contains 33819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085176.000000 Penalty: 54213.273438
Iteration 154Q: 17 clusters Score -1.160852e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188053 members 
Mstep: Class 4 contains 2979 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20643 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49077 members 
Mstep: Class 10 contains 35089 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167292 members 
Mstep: Class 16 contains 192578 members 
Mstep: Class 17 contains 138827 members 
Mstep: Class 18 contains 14070 members 
Mstep: Class 19 contains 33806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085024.000000 Penalty: 54213.273438
Iteration 155Q: 17 clusters Score -1.16085e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188046 members 
Mstep: Class 4 contains 2989 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20639 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49081 members 
Mstep: Class 10 contains 35084 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167297 members 
Mstep: Class 16 contains 192565 members 
Mstep: Class 17 contains 138850 members 
Mstep: Class 18 contains 14070 members 
Mstep: Class 19 contains 33794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085000.000000 Penalty: 54213.273438
Iteration 156Q: 17 clusters Score -1.16085e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188048 members 
Mstep: Class 4 contains 3000 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20635 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49093 members 
Mstep: Class 10 contains 35084 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167303 members 
Mstep: Class 16 contains 192534 members 
Mstep: Class 17 contains 138856 members 
Mstep: Class 18 contains 14075 members 
Mstep: Class 19 contains 33784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084976.000000 Penalty: 54213.273438
Iteration 157Q: 17 clusters Score -1.16085e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188055 members 
Mstep: Class 4 contains 3011 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20633 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49109 members 
Mstep: Class 10 contains 35082 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167316 members 
Mstep: Class 16 contains 192488 members 
Mstep: Class 17 contains 138871 members 
Mstep: Class 18 contains 14076 members 
Mstep: Class 19 contains 33771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084968.000000 Penalty: 54213.273438
Iteration 158Q: 17 clusters Score -1.16085e+08 nChanged 216
Entering ConstructFrom: 
Score: -116084968.000000 Penalty: 54213.273438
Entering ConstructFrom: 
Trying to split cluster 1 (11524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Entering Unmasked Estep 
Score: -1510363.875000 Penalty: 2319.342529
	Iteration 0F: 2 clusters Score -1510364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1501743.500000 Penalty: 4638.685059
	Iteration 0F: 3 clusters Score -1501744 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1504386.500000 Penalty: 4638.685059
	Iteration 1F: 3 clusters Score -1504386 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1504778.500000 Penalty: 4638.685059
	Iteration 2F: 3 clusters Score -1504778 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1505088.250000 Penalty: 4638.685059
	Iteration 3F: 3 clusters Score -1505088 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1505355.125000 Penalty: 4638.685059
	Iteration 4Q: 3 clusters Score -1505355 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1505589.000000 Penalty: 4638.685059
	Iteration 5Q: 3 clusters Score -1505589 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1505816.500000 Penalty: 4638.685059
	Iteration 6Q: 3 clusters Score -1505816 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1506066.000000 Penalty: 4638.685059
	Iteration 7Q: 3 clusters Score -1506066 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1506335.000000 Penalty: 4638.685059
	Iteration 8Q: 3 clusters Score -1506335 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1506612.875000 Penalty: 4638.685059
	Iteration 9Q: 3 clusters Score -1506613 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1506884.750000 Penalty: 4638.685059
	Iteration 10Q: 3 clusters Score -1506885 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1507145.875000 Penalty: 4638.685059
	Iteration 11Q: 3 clusters Score -1507146 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1507406.000000 Penalty: 4638.685059
	Iteration 12Q: 3 clusters Score -1507406 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1507647.250000 Penalty: 4638.685059
	Iteration 13Q: 3 clusters Score -1507647 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1507842.750000 Penalty: 4638.685059
	Iteration 14Q: 3 clusters Score -1507843 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1508018.625000 Penalty: 4638.685059
	Iteration 15Q: 3 clusters Score -1508019 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1508139.125000 Penalty: 4638.685059
	Iteration 16Q: 3 clusters Score -1508139 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1508213.000000 Penalty: 4638.685059
	Iteration 17Q: 3 clusters Score -1508213 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1508264.000000 Penalty: 4638.685059
	Iteration 18Q: 3 clusters Score -1508264 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1508309.250000 Penalty: 4638.685059
	Iteration 19Q: 3 clusters Score -1508309 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1508338.875000 Penalty: 4638.685059
	Iteration 20F: 3 clusters Score -1508339 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1508352.000000 Penalty: 4638.685059
	Iteration 21Q: 3 clusters Score -1508352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1508371.500000 Penalty: 4638.685059
	Iteration 22Q: 3 clusters Score -1508372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1508387.250000 Penalty: 4638.685059
	Iteration 23Q: 3 clusters Score -1508387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1508397.125000 Penalty: 4638.685059
	Iteration 24Q: 3 clusters Score -1508397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1508410.125000 Penalty: 4638.685059
	Iteration 25Q: 3 clusters Score -1508410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1508421.375000 Penalty: 4638.685059
	Iteration 26Q: 3 clusters Score -1508421 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1508431.875000 Penalty: 4638.685059
	Iteration 27Q: 3 clusters Score -1508432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1508436.000000 Penalty: 4638.685059
	Iteration 28Q: 3 clusters Score -1508436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1508444.000000 Penalty: 4638.685059
	Iteration 29Q: 3 clusters Score -1508444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1508450.875000 Penalty: 4638.685059
	Iteration 30Q: 3 clusters Score -1508451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1508459.500000 Penalty: 4638.685059
	Iteration 31Q: 3 clusters Score -1508460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1508470.750000 Penalty: 4638.685059
	Iteration 32Q: 3 clusters Score -1508471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1508480.125000 Penalty: 4638.685059
	Iteration 33Q: 3 clusters Score -1508480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1508482.000000 Penalty: 4638.685059
	Iteration 34Q: 3 clusters Score -1508482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1508488.375000 Penalty: 4638.685059
	Iteration 35Q: 3 clusters Score -1508488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1508492.125000 Penalty: 4638.685059
	Iteration 36Q: 3 clusters Score -1508492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1508491.375000 Penalty: 4638.685059
	Iteration 37Q: 3 clusters Score -1508491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1508494.750000 Penalty: 4638.685059
	Iteration 38Q: 3 clusters Score -1508495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1508494.500000 Penalty: 4638.685059
	Iteration 39Q: 3 clusters Score -1508494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1508496.500000 Penalty: 4638.685059
	Iteration 40F: 3 clusters Score -1508496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1508498.250000 Penalty: 4638.685059
	Iteration 41Q: 3 clusters Score -1508498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1508497.750000 Penalty: 4638.685059
	Iteration 42Q: 3 clusters Score -1508498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1508499.625000 Penalty: 4638.685059
	Iteration 43Q: 3 clusters Score -1508500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1508499.625000 Penalty: 4638.685059
	Iteration 44F: 3 clusters Score -1508500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -64744.757812 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -64744.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63257.460938 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -63257.46 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63519.703125 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -63519.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63681.062500 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -63681.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63776.605469 Penalty: 3137.770020
	Iteration 3Q: 3 clusters Score -63776.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -63903.007812 Penalty: 3137.770020
	Iteration 4Q: 3 clusters Score -63903.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63960.882812 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -63960.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -63991.734375 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -63991.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -64007.722656 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -64007.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -64023.125000 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -64023.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -64034.535156 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -64034.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -64046.664062 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -64046.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -64068.132812 Penalty: 3137.770020
	Iteration 11Q: 3 clusters Score -64068.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -64087.335938 Penalty: 3137.770020
	Iteration 12Q: 3 clusters Score -64087.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -64104.679688 Penalty: 3137.770020
	Iteration 13Q: 3 clusters Score -64104.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64128.402344 Penalty: 3137.770020
	Iteration 14Q: 3 clusters Score -64128.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -64152.941406 Penalty: 3137.770020
	Iteration 15Q: 3 clusters Score -64152.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -64180.863281 Penalty: 3137.770020
	Iteration 16Q: 3 clusters Score -64180.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -64253.871094 Penalty: 3137.770020
	Iteration 17Q: 3 clusters Score -64253.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -64316.050781 Penalty: 3137.770020
	Iteration 18Q: 3 clusters Score -64316.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -64334.156250 Penalty: 3137.770020
	Iteration 19Q: 3 clusters Score -64334.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -64346.773438 Penalty: 3137.770020
	Iteration 20F: 3 clusters Score -64346.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -64391.359375 Penalty: 3137.770020
	Iteration 21Q: 3 clusters Score -64391.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64430.843750 Penalty: 3137.770020
	Iteration 22Q: 3 clusters Score -64430.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64453.761719 Penalty: 3137.770020
	Iteration 23Q: 3 clusters Score -64453.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64473.785156 Penalty: 3137.770020
	Iteration 24Q: 3 clusters Score -64473.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64533.660156 Penalty: 3137.770020
	Iteration 25Q: 3 clusters Score -64533.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64601.238281 Penalty: 3137.770020
	Iteration 26Q: 3 clusters Score -64601.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -64751.644531 Penalty: 3137.770020
	Iteration 27Q: 3 clusters Score -64751.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65035.398438 Penalty: 3137.770020
	Iteration 28Q: 3 clusters Score -65035.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65308.136719 Penalty: 3137.770020
	Iteration 29Q: 3 clusters Score -65308.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65351.390625 Penalty: 3137.770020
	Iteration 30Q: 3 clusters Score -65351.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65378.617188 Penalty: 3137.770020
	Iteration 31Q: 3 clusters Score -65378.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65396.031250 Penalty: 3137.770020
	Iteration 32Q: 3 clusters Score -65396.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65401.546875 Penalty: 3137.770020
	Iteration 33F: 3 clusters Score -65401.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -65428.230469 Penalty: 3137.770020
	Iteration 34Q: 3 clusters Score -65428.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -65471.687500 Penalty: 3137.770020
	Iteration 35Q: 3 clusters Score -65471.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -65482.496094 Penalty: 3137.770020
	Iteration 36Q: 3 clusters Score -65482.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -65482.496094 Penalty: 3137.770020
	Iteration 37F: 3 clusters Score -65482.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 284 members 
Mstep: Class 3 contains 188065 members 
Mstep: Class 4 contains 3021 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20629 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49127 members 
Mstep: Class 10 contains 35081 members 
Mstep: Class 11 contains 275 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167320 members 
Mstep: Class 16 contains 192442 members 
Mstep: Class 17 contains 138882 members 
Mstep: Class 18 contains 14083 members 
Mstep: Class 19 contains 33762 members 
Entering Unmasked Estep 
Score: -116084040.000000 Penalty: 57601.605469
Splitting cluster 2 changes total score from -116084968.000000 to -116084040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (188065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188065 members 
Entering Unmasked Estep 
Score: -25793076.000000 Penalty: 3011.846680
	Iteration 0F: 2 clusters Score -2.579308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93962 members 
Mstep: Class 2 contains 94103 members 
Entering Unmasked Estep 
Score: -25672232.000000 Penalty: 6023.693359
	Iteration 0F: 3 clusters Score -2.567223e+07 nChanged 90414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94492 members 
Mstep: Class 2 contains 93573 members 
Entering Unmasked Estep 
Score: -25724798.000000 Penalty: 6023.693359
	Iteration 1F: 3 clusters Score -2.57248e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94660 members 
Mstep: Class 2 contains 93405 members 
Entering Unmasked Estep 
Score: -25725848.000000 Penalty: 6023.693359
	Iteration 2Q: 3 clusters Score -2.572585e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94908 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -25726814.000000 Penalty: 6023.693359
	Iteration 3Q: 3 clusters Score -2.572681e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95213 members 
Mstep: Class 2 contains 92852 members 
Entering Unmasked Estep 
Score: -25727916.000000 Penalty: 6023.693359
	Iteration 4Q: 3 clusters Score -2.572792e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95549 members 
Mstep: Class 2 contains 92516 members 
Entering Unmasked Estep 
Score: -25729412.000000 Penalty: 6023.693359
	Iteration 5Q: 3 clusters Score -2.572941e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96008 members 
Mstep: Class 2 contains 92057 members 
Entering Unmasked Estep 
Score: -25731256.000000 Penalty: 6023.693359
	Iteration 6Q: 3 clusters Score -2.573126e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96483 members 
Mstep: Class 2 contains 91582 members 
Entering Unmasked Estep 
Score: -25734228.000000 Penalty: 6023.693359
	Iteration 7Q: 3 clusters Score -2.573423e+07 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96797 members 
Mstep: Class 2 contains 91268 members 
Entering Unmasked Estep 
Score: -25738074.000000 Penalty: 6023.693359
	Iteration 8Q: 3 clusters Score -2.573807e+07 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96593 members 
Mstep: Class 2 contains 91472 members 
Entering Unmasked Estep 
Score: -25743378.000000 Penalty: 6023.693359
	Iteration 9F: 3 clusters Score -2.574338e+07 nChanged 10908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95627 members 
Mstep: Class 2 contains 92438 members 
Entering Unmasked Estep 
Score: -25749642.000000 Penalty: 6023.693359
	Iteration 10F: 3 clusters Score -2.574964e+07 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93837 members 
Mstep: Class 2 contains 94228 members 
Entering Unmasked Estep 
Score: -25756958.000000 Penalty: 6023.693359
	Iteration 11F: 3 clusters Score -2.575696e+07 nChanged 10649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91580 members 
Mstep: Class 2 contains 96485 members 
Entering Unmasked Estep 
Score: -25763824.000000 Penalty: 6023.693359
	Iteration 12F: 3 clusters Score -2.576382e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89257 members 
Mstep: Class 2 contains 98808 members 
Entering Unmasked Estep 
Score: -25768312.000000 Penalty: 6023.693359
	Iteration 13Q: 3 clusters Score -2.576831e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87367 members 
Mstep: Class 2 contains 100698 members 
Entering Unmasked Estep 
Score: -25770814.000000 Penalty: 6023.693359
	Iteration 14Q: 3 clusters Score -2.577081e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85914 members 
Mstep: Class 2 contains 102151 members 
Entering Unmasked Estep 
Score: -25771920.000000 Penalty: 6023.693359
	Iteration 15Q: 3 clusters Score -2.577192e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84705 members 
Mstep: Class 2 contains 103360 members 
Entering Unmasked Estep 
Score: -25772550.000000 Penalty: 6023.693359
	Iteration 16Q: 3 clusters Score -2.577255e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83511 members 
Mstep: Class 2 contains 104554 members 
Entering Unmasked Estep 
Score: -25773010.000000 Penalty: 6023.693359
	Iteration 17Q: 3 clusters Score -2.577301e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82412 members 
Mstep: Class 2 contains 105653 members 
Entering Unmasked Estep 
Score: -25773196.000000 Penalty: 6023.693359
	Iteration 18Q: 3 clusters Score -2.57732e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81365 members 
Mstep: Class 2 contains 106700 members 
Entering Unmasked Estep 
Score: -25773448.000000 Penalty: 6023.693359
	Iteration 19Q: 3 clusters Score -2.577345e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80185 members 
Mstep: Class 2 contains 107880 members 
Entering Unmasked Estep 
Score: -25773744.000000 Penalty: 6023.693359
	Iteration 20F: 3 clusters Score -2.577374e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78978 members 
Mstep: Class 2 contains 109087 members 
Entering Unmasked Estep 
Score: -25773932.000000 Penalty: 6023.693359
	Iteration 21Q: 3 clusters Score -2.577393e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77703 members 
Mstep: Class 2 contains 110362 members 
Entering Unmasked Estep 
Score: -25774224.000000 Penalty: 6023.693359
	Iteration 22Q: 3 clusters Score -2.577422e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76400 members 
Mstep: Class 2 contains 111665 members 
Entering Unmasked Estep 
Score: -25774366.000000 Penalty: 6023.693359
	Iteration 23Q: 3 clusters Score -2.577437e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75036 members 
Mstep: Class 2 contains 113029 members 
Entering Unmasked Estep 
Score: -25774610.000000 Penalty: 6023.693359
	Iteration 24Q: 3 clusters Score -2.577461e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 114418 members 
Entering Unmasked Estep 
Score: -25774886.000000 Penalty: 6023.693359
	Iteration 25Q: 3 clusters Score -2.577489e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72234 members 
Mstep: Class 2 contains 115831 members 
Entering Unmasked Estep 
Score: -25775140.000000 Penalty: 6023.693359
	Iteration 26Q: 3 clusters Score -2.577514e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70713 members 
Mstep: Class 2 contains 117352 members 
Entering Unmasked Estep 
Score: -25775534.000000 Penalty: 6023.693359
	Iteration 27Q: 3 clusters Score -2.577553e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69031 members 
Mstep: Class 2 contains 119034 members 
Entering Unmasked Estep 
Score: -25775878.000000 Penalty: 6023.693359
	Iteration 28Q: 3 clusters Score -2.577588e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67290 members 
Mstep: Class 2 contains 120775 members 
Entering Unmasked Estep 
Score: -25776308.000000 Penalty: 6023.693359
	Iteration 29Q: 3 clusters Score -2.577631e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65420 members 
Mstep: Class 2 contains 122645 members 
Entering Unmasked Estep 
Score: -25776726.000000 Penalty: 6023.693359
	Iteration 30Q: 3 clusters Score -2.577673e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63474 members 
Mstep: Class 2 contains 124591 members 
Entering Unmasked Estep 
Score: -25777234.000000 Penalty: 6023.693359
	Iteration 31Q: 3 clusters Score -2.577723e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61392 members 
Mstep: Class 2 contains 126673 members 
Entering Unmasked Estep 
Score: -25777604.000000 Penalty: 6023.693359
	Iteration 32Q: 3 clusters Score -2.57776e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 128909 members 
Entering Unmasked Estep 
Score: -25778090.000000 Penalty: 6023.693359
	Iteration 33Q: 3 clusters Score -2.577809e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 131238 members 
Entering Unmasked Estep 
Score: -25778606.000000 Penalty: 6023.693359
	Iteration 34Q: 3 clusters Score -2.577861e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 133703 members 
Entering Unmasked Estep 
Score: -25779312.000000 Penalty: 6023.693359
	Iteration 35Q: 3 clusters Score -2.577931e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 136231 members 
Entering Unmasked Estep 
Score: -25780164.000000 Penalty: 6023.693359
	Iteration 36Q: 3 clusters Score -2.578016e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 138787 members 
Entering Unmasked Estep 
Score: -25780796.000000 Penalty: 6023.693359
	Iteration 37Q: 3 clusters Score -2.57808e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 141404 members 
Entering Unmasked Estep 
Score: -25781520.000000 Penalty: 6023.693359
	Iteration 38Q: 3 clusters Score -2.578152e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 144090 members 
Entering Unmasked Estep 
Score: -25782540.000000 Penalty: 6023.693359
	Iteration 39Q: 3 clusters Score -2.578254e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 146897 members 
Entering Unmasked Estep 
Score: -25783324.000000 Penalty: 6023.693359
	Iteration 40F: 3 clusters Score -2.578332e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 149814 members 
Entering Unmasked Estep 
Score: -25784192.000000 Penalty: 6023.693359
	Iteration 41Q: 3 clusters Score -2.578419e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 152782 members 
Entering Unmasked Estep 
Score: -25785100.000000 Penalty: 6023.693359
	Iteration 42Q: 3 clusters Score -2.57851e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 155814 members 
Entering Unmasked Estep 
Score: -25786110.000000 Penalty: 6023.693359
	Iteration 43Q: 3 clusters Score -2.578611e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 158950 members 
Entering Unmasked Estep 
Score: -25787030.000000 Penalty: 6023.693359
	Iteration 44Q: 3 clusters Score -2.578703e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 161994 members 
Entering Unmasked Estep 
Score: -25787900.000000 Penalty: 6023.693359
	Iteration 45Q: 3 clusters Score -2.57879e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 164994 members 
Entering Unmasked Estep 
Score: -25788762.000000 Penalty: 6023.693359
	Iteration 46Q: 3 clusters Score -2.578876e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 167854 members 
Entering Unmasked Estep 
Score: -25789434.000000 Penalty: 6023.693359
	Iteration 47Q: 3 clusters Score -2.578943e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 170562 members 
Entering Unmasked Estep 
Score: -25790068.000000 Penalty: 6023.693359
	Iteration 48Q: 3 clusters Score -2.579007e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 173108 members 
Entering Unmasked Estep 
Score: -25790402.000000 Penalty: 6023.693359
	Iteration 49Q: 3 clusters Score -2.57904e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 175467 members 
Entering Unmasked Estep 
Score: -25790818.000000 Penalty: 6023.693359
	Iteration 50Q: 3 clusters Score -2.579082e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 177646 members 
Entering Unmasked Estep 
Score: -25791268.000000 Penalty: 6023.693359
	Iteration 51Q: 3 clusters Score -2.579127e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 179503 members 
Entering Unmasked Estep 
Score: -25791528.000000 Penalty: 6023.693359
	Iteration 52Q: 3 clusters Score -2.579153e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 181087 members 
Entering Unmasked Estep 
Score: -25791524.000000 Penalty: 6023.693359
	Iteration 53Q: 3 clusters Score -2.579152e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 182326 members 
Entering Unmasked Estep 
Score: -25791578.000000 Penalty: 6023.693359
	Iteration 54Q: 3 clusters Score -2.579158e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 183236 members 
Entering Unmasked Estep 
Score: -25791614.000000 Penalty: 6023.693359
	Iteration 55Q: 3 clusters Score -2.579161e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 183957 members 
Entering Unmasked Estep 
Score: -25791574.000000 Penalty: 6023.693359
	Iteration 56Q: 3 clusters Score -2.579157e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 184527 members 
Entering Unmasked Estep 
Score: -25791586.000000 Penalty: 6023.693359
	Iteration 57Q: 3 clusters Score -2.579159e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 184961 members 
Entering Unmasked Estep 
Score: -25791554.000000 Penalty: 6023.693359
	Iteration 58Q: 3 clusters Score -2.579155e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 185270 members 
Entering Unmasked Estep 
Score: -25791548.000000 Penalty: 6023.693359
	Iteration 59Q: 3 clusters Score -2.579155e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 185515 members 
Entering Unmasked Estep 
Score: -25791580.000000 Penalty: 6023.693359
	Iteration 60F: 3 clusters Score -2.579158e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 185755 members 
Entering Unmasked Estep 
Score: -25791540.000000 Penalty: 6023.693359
	Iteration 61Q: 3 clusters Score -2.579154e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 185934 members 
Entering Unmasked Estep 
Score: -25791548.000000 Penalty: 6023.693359
	Iteration 62Q: 3 clusters Score -2.579155e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 186079 members 
Entering Unmasked Estep 
Score: -25791626.000000 Penalty: 6023.693359
	Iteration 63Q: 3 clusters Score -2.579163e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 186195 members 
Entering Unmasked Estep 
Score: -25791608.000000 Penalty: 6023.693359
	Iteration 64Q: 3 clusters Score -2.579161e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 186305 members 
Entering Unmasked Estep 
Score: -25791612.000000 Penalty: 6023.693359
	Iteration 65Q: 3 clusters Score -2.579161e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 186381 members 
Entering Unmasked Estep 
Score: -25791624.000000 Penalty: 6023.693359
	Iteration 66Q: 3 clusters Score -2.579162e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 186437 members 
Entering Unmasked Estep 
Score: -25791632.000000 Penalty: 6023.693359
	Iteration 67Q: 3 clusters Score -2.579163e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 186487 members 
Entering Unmasked Estep 
Score: -25791630.000000 Penalty: 6023.693359
	Iteration 68Q: 3 clusters Score -2.579163e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 186536 members 
Entering Unmasked Estep 
Score: -25791646.000000 Penalty: 6023.693359
	Iteration 69Q: 3 clusters Score -2.579165e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 186570 members 
Entering Unmasked Estep 
Score: -25791606.000000 Penalty: 6023.693359
	Iteration 70Q: 3 clusters Score -2.579161e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 186595 members 
Entering Unmasked Estep 
Score: -25791614.000000 Penalty: 6023.693359
	Iteration 71Q: 3 clusters Score -2.579161e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 186618 members 
Entering Unmasked Estep 
Score: -25791562.000000 Penalty: 6023.693359
	Iteration 72Q: 3 clusters Score -2.579156e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 186631 members 
Entering Unmasked Estep 
Score: -25791556.000000 Penalty: 6023.693359
	Iteration 73Q: 3 clusters Score -2.579156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 186637 members 
Entering Unmasked Estep 
Score: -25791566.000000 Penalty: 6023.693359
	Iteration 74Q: 3 clusters Score -2.579157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 186644 members 
Entering Unmasked Estep 
Score: -25791548.000000 Penalty: 6023.693359
	Iteration 75Q: 3 clusters Score -2.579155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 186650 members 
Entering Unmasked Estep 
Score: -25791544.000000 Penalty: 6023.693359
	Iteration 76Q: 3 clusters Score -2.579154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 186654 members 
Entering Unmasked Estep 
Score: -25791558.000000 Penalty: 6023.693359
	Iteration 77Q: 3 clusters Score -2.579156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 186658 members 
Entering Unmasked Estep 
Score: -25791568.000000 Penalty: 6023.693359
	Iteration 78Q: 3 clusters Score -2.579157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 186660 members 
Entering Unmasked Estep 
Score: -25791582.000000 Penalty: 6023.693359
	Iteration 79Q: 3 clusters Score -2.579158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 186662 members 
Entering Unmasked Estep 
Score: -25791568.000000 Penalty: 6023.693359
	Iteration 80F: 3 clusters Score -2.579157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 186665 members 
Entering Unmasked Estep 
Score: -25791576.000000 Penalty: 6023.693359
	Iteration 81Q: 3 clusters Score -2.579158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 186668 members 
Entering Unmasked Estep 
Score: -25791570.000000 Penalty: 6023.693359
	Iteration 82Q: 3 clusters Score -2.579157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 186670 members 
Entering Unmasked Estep 
Score: -25791590.000000 Penalty: 6023.693359
	Iteration 83Q: 3 clusters Score -2.579159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 186671 members 
Entering Unmasked Estep 
Score: -25791592.000000 Penalty: 6023.693359
	Iteration 84Q: 3 clusters Score -2.579159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 186673 members 
Entering Unmasked Estep 
Score: -25791584.000000 Penalty: 6023.693359
	Iteration 85Q: 3 clusters Score -2.579158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 186672 members 
Entering Unmasked Estep 
Score: -25791592.000000 Penalty: 6023.693359
	Iteration 86Q: 3 clusters Score -2.579159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 186672 members 
Entering Unmasked Estep 
Score: -25791592.000000 Penalty: 6023.693359
	Iteration 87F: 3 clusters Score -2.579159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Entering Unmasked Estep 
Score: -397439.000000 Penalty: 1987.309082
	Iteration 0F: 2 clusters Score -397439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -394117.156250 Penalty: 3974.618164
	Iteration 0F: 3 clusters Score -394117.2 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -394795.437500 Penalty: 3974.618164
	Iteration 1F: 3 clusters Score -394795.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -395005.500000 Penalty: 3974.618164
	Iteration 2F: 3 clusters Score -395005.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -395144.062500 Penalty: 3974.618164
	Iteration 3F: 3 clusters Score -395144.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -395242.843750 Penalty: 3974.618164
	Iteration 4Q: 3 clusters Score -395242.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -395301.093750 Penalty: 3974.618164
	Iteration 5Q: 3 clusters Score -395301.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -395342.062500 Penalty: 3974.618164
	Iteration 6Q: 3 clusters Score -395342.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -395376.125000 Penalty: 3974.618164
	Iteration 7Q: 3 clusters Score -395376.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -395400.843750 Penalty: 3974.618164
	Iteration 8Q: 3 clusters Score -395400.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -395426.718750 Penalty: 3974.618164
	Iteration 9Q: 3 clusters Score -395426.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -395455.406250 Penalty: 3974.618164
	Iteration 10Q: 3 clusters Score -395455.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -395481.687500 Penalty: 3974.618164
	Iteration 11Q: 3 clusters Score -395481.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -395498.937500 Penalty: 3974.618164
	Iteration 12Q: 3 clusters Score -395498.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -395512.125000 Penalty: 3974.618164
	Iteration 13Q: 3 clusters Score -395512.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -395529.312500 Penalty: 3974.618164
	Iteration 14Q: 3 clusters Score -395529.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -395548.281250 Penalty: 3974.618164
	Iteration 15Q: 3 clusters Score -395548.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -395567.875000 Penalty: 3974.618164
	Iteration 16Q: 3 clusters Score -395567.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -395578.562500 Penalty: 3974.618164
	Iteration 17Q: 3 clusters Score -395578.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -395587.406250 Penalty: 3974.618164
	Iteration 18Q: 3 clusters Score -395587.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -395599.687500 Penalty: 3974.618164
	Iteration 19Q: 3 clusters Score -395599.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -395608.187500 Penalty: 3974.618164
	Iteration 20F: 3 clusters Score -395608.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -395613.125000 Penalty: 3974.618164
	Iteration 21Q: 3 clusters Score -395613.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -395615.968750 Penalty: 3974.618164
	Iteration 22Q: 3 clusters Score -395616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -395621.781250 Penalty: 3974.618164
	Iteration 23Q: 3 clusters Score -395621.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -395625.281250 Penalty: 3974.618164
	Iteration 24Q: 3 clusters Score -395625.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -395628.343750 Penalty: 3974.618164
	Iteration 25Q: 3 clusters Score -395628.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -395632.625000 Penalty: 3974.618164
	Iteration 26Q: 3 clusters Score -395632.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -395637.562500 Penalty: 3974.618164
	Iteration 27Q: 3 clusters Score -395637.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -395643.125000 Penalty: 3974.618164
	Iteration 28Q: 3 clusters Score -395643.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -395649.687500 Penalty: 3974.618164
	Iteration 29Q: 3 clusters Score -395649.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -395658.375000 Penalty: 3974.618164
	Iteration 30Q: 3 clusters Score -395658.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -395665.406250 Penalty: 3974.618164
	Iteration 31Q: 3 clusters Score -395665.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -395672.062500 Penalty: 3974.618164
	Iteration 32Q: 3 clusters Score -395672.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -395680.312500 Penalty: 3974.618164
	Iteration 33Q: 3 clusters Score -395680.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -395685.437500 Penalty: 3974.618164
	Iteration 34Q: 3 clusters Score -395685.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -395692.156250 Penalty: 3974.618164
	Iteration 35Q: 3 clusters Score -395692.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -395698.187500 Penalty: 3974.618164
	Iteration 36Q: 3 clusters Score -395698.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -395705.250000 Penalty: 3974.618164
	Iteration 37Q: 3 clusters Score -395705.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -395712.437500 Penalty: 3974.618164
	Iteration 38Q: 3 clusters Score -395712.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -395721.281250 Penalty: 3974.618164
	Iteration 39Q: 3 clusters Score -395721.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -395728.906250 Penalty: 3974.618164
	Iteration 40F: 3 clusters Score -395728.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -395737.468750 Penalty: 3974.618164
	Iteration 41Q: 3 clusters Score -395737.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -395747.093750 Penalty: 3974.618164
	Iteration 42Q: 3 clusters Score -395747.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -395756.843750 Penalty: 3974.618164
	Iteration 43Q: 3 clusters Score -395756.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -395768.156250 Penalty: 3974.618164
	Iteration 44Q: 3 clusters Score -395768.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -395778.687500 Penalty: 3974.618164
	Iteration 45Q: 3 clusters Score -395778.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -395788.781250 Penalty: 3974.618164
	Iteration 46Q: 3 clusters Score -395788.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -395798.562500 Penalty: 3974.618164
	Iteration 47Q: 3 clusters Score -395798.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -395810.625000 Penalty: 3974.618164
	Iteration 48Q: 3 clusters Score -395810.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -395823.156250 Penalty: 3974.618164
	Iteration 49Q: 3 clusters Score -395823.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -395831.875000 Penalty: 3974.618164
	Iteration 50Q: 3 clusters Score -395831.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -395841.281250 Penalty: 3974.618164
	Iteration 51Q: 3 clusters Score -395841.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -395850.750000 Penalty: 3974.618164
	Iteration 52Q: 3 clusters Score -395850.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -395858.687500 Penalty: 3974.618164
	Iteration 53Q: 3 clusters Score -395858.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -395863.500000 Penalty: 3974.618164
	Iteration 54Q: 3 clusters Score -395863.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -395867.250000 Penalty: 3974.618164
	Iteration 55Q: 3 clusters Score -395867.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -395871.000000 Penalty: 3974.618164
	Iteration 56Q: 3 clusters Score -395871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -395875.093750 Penalty: 3974.618164
	Iteration 57Q: 3 clusters Score -395875.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -395879.218750 Penalty: 3974.618164
	Iteration 58Q: 3 clusters Score -395879.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -395882.593750 Penalty: 3974.618164
	Iteration 59Q: 3 clusters Score -395882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -395885.281250 Penalty: 3974.618164
	Iteration 60F: 3 clusters Score -395885.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -395891.656250 Penalty: 3974.618164
	Iteration 61Q: 3 clusters Score -395891.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -395896.656250 Penalty: 3974.618164
	Iteration 62Q: 3 clusters Score -395896.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -395900.406250 Penalty: 3974.618164
	Iteration 63Q: 3 clusters Score -395900.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -395902.437500 Penalty: 3974.618164
	Iteration 64Q: 3 clusters Score -395902.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -395903.656250 Penalty: 3974.618164
	Iteration 65Q: 3 clusters Score -395903.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -395905.375000 Penalty: 3974.618164
	Iteration 66Q: 3 clusters Score -395905.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -395906.562500 Penalty: 3974.618164
	Iteration 67Q: 3 clusters Score -395906.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -395906.562500 Penalty: 3974.618164
	Iteration 68F: 3 clusters Score -395906.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Entering Unmasked Estep 
Score: -145904.781250 Penalty: 1728.041504
	Iteration 0F: 2 clusters Score -145904.8 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 511 members 
Entering Unmasked Estep 
Score: -143918.546875 Penalty: 3456.083008
	Iteration 0F: 3 clusters Score -143918.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -144177.000000 Penalty: 3456.083008
	Iteration 1F: 3 clusters Score -144177 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -144263.281250 Penalty: 3456.083008
	Iteration 2F: 3 clusters Score -144263.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -144285.296875 Penalty: 3456.083008
	Iteration 3Q: 3 clusters Score -144285.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -144290.593750 Penalty: 3456.083008
	Iteration 4Q: 3 clusters Score -144290.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -144293.500000 Penalty: 3456.083008
	Iteration 5Q: 3 clusters Score -144293.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -144296.250000 Penalty: 3456.083008
	Iteration 6Q: 3 clusters Score -144296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -144301.656250 Penalty: 3456.083008
	Iteration 7Q: 3 clusters Score -144301.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -144302.859375 Penalty: 3456.083008
	Iteration 8Q: 3 clusters Score -144302.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -144304.906250 Penalty: 3456.083008
	Iteration 9Q: 3 clusters Score -144304.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -144306.765625 Penalty: 3456.083008
	Iteration 10Q: 3 clusters Score -144306.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -144307.609375 Penalty: 3456.083008
	Iteration 11Q: 3 clusters Score -144307.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -144307.609375 Penalty: 3456.083008
	Iteration 12F: 3 clusters Score -144307.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Entering Unmasked Estep 
Score: -176600.734375 Penalty: 1791.558105
	Iteration 0F: 2 clusters Score -176600.7 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 701 members 
Entering Unmasked Estep 
Score: -174364.312500 Penalty: 3583.116211
	Iteration 0F: 3 clusters Score -174364.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -174708.625000 Penalty: 3583.116211
	Iteration 1F: 3 clusters Score -174708.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -174878.812500 Penalty: 3583.116211
	Iteration 2F: 3 clusters Score -174878.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -175086.437500 Penalty: 3583.116211
	Iteration 3F: 3 clusters Score -175086.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -175405.718750 Penalty: 3583.116211
	Iteration 4F: 3 clusters Score -175405.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -175873.187500 Penalty: 3583.116211
	Iteration 5F: 3 clusters Score -175873.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -176238.500000 Penalty: 3583.116211
	Iteration 6F: 3 clusters Score -176238.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -176617.187500 Penalty: 3583.116211
	Iteration 7F: 3 clusters Score -176617.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -176824.093750 Penalty: 3583.116211
	Iteration 8Q: 3 clusters Score -176824.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -176949.703125 Penalty: 3583.116211
	Iteration 9Q: 3 clusters Score -176949.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -176979.703125 Penalty: 3583.116211
	Iteration 10Q: 3 clusters Score -176979.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -176988.656250 Penalty: 3583.116211
	Iteration 11Q: 3 clusters Score -176988.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -176992.953125 Penalty: 3583.116211
	Iteration 12Q: 3 clusters Score -176993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -176992.953125 Penalty: 3583.116211
	Iteration 13F: 3 clusters Score -176993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188065 members 
Mstep: Class 4 contains 3021 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 20629 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49127 members 
Mstep: Class 10 contains 35081 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167320 members 
Mstep: Class 16 contains 192442 members 
Mstep: Class 17 contains 138882 members 
Mstep: Class 18 contains 14083 members 
Mstep: Class 19 contains 33762 members 
Entering Unmasked Estep 
Score: -116083720.000000 Penalty: 57601.605469
Splitting cluster 6 changes total score from -116084968.000000 to -116083720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -2879836.250000 Penalty: 2463.744385
	Iteration 0F: 2 clusters Score -2879836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2865368.750000 Penalty: 4927.488770
	Iteration 0F: 3 clusters Score -2865369 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2869982.500000 Penalty: 4927.488770
	Iteration 1F: 3 clusters Score -2869982 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2870371.500000 Penalty: 4927.488770
	Iteration 2F: 3 clusters Score -2870372 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2870664.000000 Penalty: 4927.488770
	Iteration 3Q: 3 clusters Score -2870664 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2870929.750000 Penalty: 4927.488770
	Iteration 4Q: 3 clusters Score -2870930 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2871157.500000 Penalty: 4927.488770
	Iteration 5Q: 3 clusters Score -2871158 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2871399.000000 Penalty: 4927.488770
	Iteration 6Q: 3 clusters Score -2871399 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2871698.750000 Penalty: 4927.488770
	Iteration 7Q: 3 clusters Score -2871699 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2872187.000000 Penalty: 4927.488770
	Iteration 8Q: 3 clusters Score -2872187 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2872828.000000 Penalty: 4927.488770
	Iteration 9F: 3 clusters Score -2872828 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2873589.250000 Penalty: 4927.488770
	Iteration 10F: 3 clusters Score -2873589 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2874445.250000 Penalty: 4927.488770
	Iteration 11F: 3 clusters Score -2874445 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2875444.500000 Penalty: 4927.488770
	Iteration 12F: 3 clusters Score -2875444 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2876351.250000 Penalty: 4927.488770
	Iteration 13Q: 3 clusters Score -2876351 nChanged 637
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: -2876943.500000 Penalty: 4927.488770
	Iteration 14Q: 3 clusters Score -2876944 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2877279.250000 Penalty: 4927.488770
	Iteration 15Q: 3 clusters Score -2877279 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -2877431.750000 Penalty: 4927.488770
	Iteration 16Q: 3 clusters Score -2877432 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2877519.500000 Penalty: 4927.488770
	Iteration 17Q: 3 clusters Score -2877520 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -2877573.750000 Penalty: 4927.488770
	Iteration 18Q: 3 clusters Score -2877574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2877612.750000 Penalty: 4927.488770
	Iteration 19Q: 3 clusters Score -2877613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2877636.500000 Penalty: 4927.488770
	Iteration 20F: 3 clusters Score -2877636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2877652.500000 Penalty: 4927.488770
	Iteration 21Q: 3 clusters Score -2877652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2877674.250000 Penalty: 4927.488770
	Iteration 22Q: 3 clusters Score -2877674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2877685.750000 Penalty: 4927.488770
	Iteration 23Q: 3 clusters Score -2877686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2877693.250000 Penalty: 4927.488770
	Iteration 24Q: 3 clusters Score -2877693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -2877699.250000 Penalty: 4927.488770
	Iteration 25Q: 3 clusters Score -2877699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -2877702.000000 Penalty: 4927.488770
	Iteration 26Q: 3 clusters Score -2877702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2877702.250000 Penalty: 4927.488770
	Iteration 27Q: 3 clusters Score -2877702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -2877702.000000 Penalty: 4927.488770
	Iteration 28Q: 3 clusters Score -2877702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -2877702.000000 Penalty: 4927.488770
	Iteration 29F: 3 clusters Score -2877702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -126533.226562 Penalty: 1711.131348
	Iteration 0F: 2 clusters Score -126533.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -124596.554688 Penalty: 3422.262695
	Iteration 0F: 3 clusters Score -124596.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -124859.890625 Penalty: 3422.262695
	Iteration 1F: 3 clusters Score -124859.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -124942.531250 Penalty: 3422.262695
	Iteration 2F: 3 clusters Score -124942.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -125002.039062 Penalty: 3422.262695
	Iteration 3Q: 3 clusters Score -125002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -125025.054688 Penalty: 3422.262695
	Iteration 4Q: 3 clusters Score -125025.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -125038.906250 Penalty: 3422.262695
	Iteration 5Q: 3 clusters Score -125038.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -125047.617188 Penalty: 3422.262695
	Iteration 6Q: 3 clusters Score -125047.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -125057.203125 Penalty: 3422.262695
	Iteration 7Q: 3 clusters Score -125057.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -125061.156250 Penalty: 3422.262695
	Iteration 8Q: 3 clusters Score -125061.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -125062.242188 Penalty: 3422.262695
	Iteration 9Q: 3 clusters Score -125062.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -125063.562500 Penalty: 3422.262695
	Iteration 10Q: 3 clusters Score -125063.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -125063.562500 Penalty: 3422.262695
	Iteration 11F: 3 clusters Score -125063.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (49127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Entering Unmasked Estep 
Score: -6589406.500000 Penalty: 2678.936768
	Iteration 0F: 2 clusters Score -6589406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -6556422.500000 Penalty: 5357.873535
	Iteration 0F: 3 clusters Score -6556422 nChanged 22671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -6568835.500000 Penalty: 5357.873535
	Iteration 1F: 3 clusters Score -6568836 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -6569373.000000 Penalty: 5357.873535
	Iteration 2Q: 3 clusters Score -6569373 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -6569858.000000 Penalty: 5357.873535
	Iteration 3Q: 3 clusters Score -6569858 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -6570307.500000 Penalty: 5357.873535
	Iteration 4Q: 3 clusters Score -6570308 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -6570737.000000 Penalty: 5357.873535
	Iteration 5Q: 3 clusters Score -6570737 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -6571146.000000 Penalty: 5357.873535
	Iteration 6Q: 3 clusters Score -6571146 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -6571580.000000 Penalty: 5357.873535
	Iteration 7Q: 3 clusters Score -6571580 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -6572126.500000 Penalty: 5357.873535
	Iteration 8Q: 3 clusters Score -6572126 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -6572705.500000 Penalty: 5357.873535
	Iteration 9Q: 3 clusters Score -6572706 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -6573389.500000 Penalty: 5357.873535
	Iteration 10Q: 3 clusters Score -6573390 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -6574273.000000 Penalty: 5357.873535
	Iteration 11Q: 3 clusters Score -6574273 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -6575274.500000 Penalty: 5357.873535
	Iteration 12Q: 3 clusters Score -6575274 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -6576272.000000 Penalty: 5357.873535
	Iteration 13Q: 3 clusters Score -6576272 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -6577237.000000 Penalty: 5357.873535
	Iteration 14Q: 3 clusters Score -6577237 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -6578016.000000 Penalty: 5357.873535
	Iteration 15Q: 3 clusters Score -6578016 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -6578565.000000 Penalty: 5357.873535
	Iteration 16Q: 3 clusters Score -6578565 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -6578993.500000 Penalty: 5357.873535
	Iteration 17Q: 3 clusters Score -6578994 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -6579299.500000 Penalty: 5357.873535
	Iteration 18Q: 3 clusters Score -6579300 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -6579513.000000 Penalty: 5357.873535
	Iteration 19Q: 3 clusters Score -6579513 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -6579696.000000 Penalty: 5357.873535
	Iteration 20F: 3 clusters Score -6579696 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -6579901.500000 Penalty: 5357.873535
	Iteration 21Q: 3 clusters Score -6579902 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -6580093.500000 Penalty: 5357.873535
	Iteration 22Q: 3 clusters Score -6580094 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -6580282.000000 Penalty: 5357.873535
	Iteration 23Q: 3 clusters Score -6580282 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -6580381.000000 Penalty: 5357.873535
	Iteration 24Q: 3 clusters Score -6580381 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -6580536.500000 Penalty: 5357.873535
	Iteration 25Q: 3 clusters Score -6580536 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -6580734.500000 Penalty: 5357.873535
	Iteration 26Q: 3 clusters Score -6580734 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -6580940.000000 Penalty: 5357.873535
	Iteration 27Q: 3 clusters Score -6580940 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -6581120.000000 Penalty: 5357.873535
	Iteration 28Q: 3 clusters Score -6581120 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -6581307.000000 Penalty: 5357.873535
	Iteration 29Q: 3 clusters Score -6581307 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -6581508.500000 Penalty: 5357.873535
	Iteration 30Q: 3 clusters Score -6581508 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -6581762.000000 Penalty: 5357.873535
	Iteration 31Q: 3 clusters Score -6581762 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -6582011.500000 Penalty: 5357.873535
	Iteration 32Q: 3 clusters Score -6582012 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -6582207.500000 Penalty: 5357.873535
	Iteration 33Q: 3 clusters Score -6582208 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -6582404.000000 Penalty: 5357.873535
	Iteration 34Q: 3 clusters Score -6582404 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -6582637.000000 Penalty: 5357.873535
	Iteration 35Q: 3 clusters Score -6582637 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -6582875.000000 Penalty: 5357.873535
	Iteration 36Q: 3 clusters Score -6582875 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -6583105.000000 Penalty: 5357.873535
	Iteration 37Q: 3 clusters Score -6583105 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -6583354.000000 Penalty: 5357.873535
	Iteration 38Q: 3 clusters Score -6583354 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -6583575.500000 Penalty: 5357.873535
	Iteration 39Q: 3 clusters Score -6583576 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -6583854.500000 Penalty: 5357.873535
	Iteration 40F: 3 clusters Score -6583854 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -6584160.000000 Penalty: 5357.873535
	Iteration 41Q: 3 clusters Score -6584160 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -6584455.000000 Penalty: 5357.873535
	Iteration 42Q: 3 clusters Score -6584455 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -6584769.000000 Penalty: 5357.873535
	Iteration 43Q: 3 clusters Score -6584769 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -6584995.500000 Penalty: 5357.873535
	Iteration 44Q: 3 clusters Score -6584996 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -6585267.000000 Penalty: 5357.873535
	Iteration 45Q: 3 clusters Score -6585267 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -6585571.500000 Penalty: 5357.873535
	Iteration 46Q: 3 clusters Score -6585572 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -6585778.000000 Penalty: 5357.873535
	Iteration 47Q: 3 clusters Score -6585778 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -6586023.000000 Penalty: 5357.873535
	Iteration 48Q: 3 clusters Score -6586023 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -6586197.500000 Penalty: 5357.873535
	Iteration 49Q: 3 clusters Score -6586198 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -6586372.000000 Penalty: 5357.873535
	Iteration 50Q: 3 clusters Score -6586372 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -6586546.500000 Penalty: 5357.873535
	Iteration 51Q: 3 clusters Score -6586546 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -6586643.500000 Penalty: 5357.873535
	Iteration 52Q: 3 clusters Score -6586644 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -6586719.500000 Penalty: 5357.873535
	Iteration 53Q: 3 clusters Score -6586720 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -6586761.500000 Penalty: 5357.873535
	Iteration 54Q: 3 clusters Score -6586762 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -6586837.500000 Penalty: 5357.873535
	Iteration 55Q: 3 clusters Score -6586838 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -6586852.000000 Penalty: 5357.873535
	Iteration 56Q: 3 clusters Score -6586852 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -6586873.500000 Penalty: 5357.873535
	Iteration 57Q: 3 clusters Score -6586874 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -6586907.000000 Penalty: 5357.873535
	Iteration 58Q: 3 clusters Score -6586907 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -6586930.500000 Penalty: 5357.873535
	Iteration 59Q: 3 clusters Score -6586930 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -6586956.500000 Penalty: 5357.873535
	Iteration 60F: 3 clusters Score -6586956 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -6586955.500000 Penalty: 5357.873535
	Iteration 61Q: 3 clusters Score -6586956 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -6586963.500000 Penalty: 5357.873535
	Iteration 62Q: 3 clusters Score -6586964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -6586971.500000 Penalty: 5357.873535
	Iteration 63Q: 3 clusters Score -6586972 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -6587021.500000 Penalty: 5357.873535
	Iteration 64Q: 3 clusters Score -6587022 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -6587023.500000 Penalty: 5357.873535
	Iteration 65Q: 3 clusters Score -6587024 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -6587035.000000 Penalty: 5357.873535
	Iteration 66Q: 3 clusters Score -6587035 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -6587060.000000 Penalty: 5357.873535
	Iteration 67Q: 3 clusters Score -6587060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -6587055.500000 Penalty: 5357.873535
	Iteration 68Q: 3 clusters Score -6587056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -6587060.500000 Penalty: 5357.873535
	Iteration 69Q: 3 clusters Score -6587060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -6587065.000000 Penalty: 5357.873535
	Iteration 70Q: 3 clusters Score -6587065 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -6587075.000000 Penalty: 5357.873535
	Iteration 71Q: 3 clusters Score -6587075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -6587086.500000 Penalty: 5357.873535
	Iteration 72Q: 3 clusters Score -6587086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -6587098.500000 Penalty: 5357.873535
	Iteration 73Q: 3 clusters Score -6587098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -6587109.000000 Penalty: 5357.873535
	Iteration 74Q: 3 clusters Score -6587109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -6587113.500000 Penalty: 5357.873535
	Iteration 75Q: 3 clusters Score -6587114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -6587115.500000 Penalty: 5357.873535
	Iteration 76Q: 3 clusters Score -6587116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -6587117.000000 Penalty: 5357.873535
	Iteration 77Q: 3 clusters Score -6587117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -6587109.000000 Penalty: 5357.873535
	Iteration 78Q: 3 clusters Score -6587109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -6587122.500000 Penalty: 5357.873535
	Iteration 79Q: 3 clusters Score -6587122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -6587132.000000 Penalty: 5357.873535
	Iteration 80F: 3 clusters Score -6587132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -6587128.000000 Penalty: 5357.873535
	Iteration 81Q: 3 clusters Score -6587128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -6587126.000000 Penalty: 5357.873535
	Iteration 82Q: 3 clusters Score -6587126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -6587130.500000 Penalty: 5357.873535
	Iteration 83Q: 3 clusters Score -6587130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -6587129.500000 Penalty: 5357.873535
	Iteration 84Q: 3 clusters Score -6587130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -6587130.500000 Penalty: 5357.873535
	Iteration 85Q: 3 clusters Score -6587130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -6587132.000000 Penalty: 5357.873535
	Iteration 86Q: 3 clusters Score -6587132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -6587133.000000 Penalty: 5357.873535
	Iteration 87Q: 3 clusters Score -6587133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -6587133.000000 Penalty: 5357.873535
	Iteration 88F: 3 clusters Score -6587133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Entering Unmasked Estep 
Score: -4890397.000000 Penalty: 2595.422852
	Iteration 0F: 2 clusters Score -4890397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -4866458.500000 Penalty: 5190.845703
	Iteration 0F: 3 clusters Score -4866458 nChanged 16030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -4875379.500000 Penalty: 5190.845703
	Iteration 1F: 3 clusters Score -4875380 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -4875963.500000 Penalty: 5190.845703
	Iteration 2Q: 3 clusters Score -4875964 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -4876494.500000 Penalty: 5190.845703
	Iteration 3Q: 3 clusters Score -4876494 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -4877023.500000 Penalty: 5190.845703
	Iteration 4Q: 3 clusters Score -4877024 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -4877515.500000 Penalty: 5190.845703
	Iteration 5Q: 3 clusters Score -4877516 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -4878054.500000 Penalty: 5190.845703
	Iteration 6Q: 3 clusters Score -4878054 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -4878750.000000 Penalty: 5190.845703
	Iteration 7Q: 3 clusters Score -4878750 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -4879743.000000 Penalty: 5190.845703
	Iteration 8Q: 3 clusters Score -4879743 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -4881052.000000 Penalty: 5190.845703
	Iteration 9F: 3 clusters Score -4881052 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -4882435.500000 Penalty: 5190.845703
	Iteration 10F: 3 clusters Score -4882436 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -4883688.000000 Penalty: 5190.845703
	Iteration 11F: 3 clusters Score -4883688 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -4884376.000000 Penalty: 5190.845703
	Iteration 12Q: 3 clusters Score -4884376 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -4884643.000000 Penalty: 5190.845703
	Iteration 13Q: 3 clusters Score -4884643 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -4884800.500000 Penalty: 5190.845703
	Iteration 14Q: 3 clusters Score -4884800 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -4884868.000000 Penalty: 5190.845703
	Iteration 15Q: 3 clusters Score -4884868 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -4884959.500000 Penalty: 5190.845703
	Iteration 16Q: 3 clusters Score -4884960 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -4885012.000000 Penalty: 5190.845703
	Iteration 17Q: 3 clusters Score -4885012 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -4885052.000000 Penalty: 5190.845703
	Iteration 18Q: 3 clusters Score -4885052 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -4885064.500000 Penalty: 5190.845703
	Iteration 19Q: 3 clusters Score -4885064 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -4885101.000000 Penalty: 5190.845703
	Iteration 20F: 3 clusters Score -4885101 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -4885104.500000 Penalty: 5190.845703
	Iteration 21Q: 3 clusters Score -4885104 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -4885112.000000 Penalty: 5190.845703
	Iteration 22Q: 3 clusters Score -4885112 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -4885145.000000 Penalty: 5190.845703
	Iteration 23Q: 3 clusters Score -4885145 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -4885166.500000 Penalty: 5190.845703
	Iteration 24Q: 3 clusters Score -4885166 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -4885186.000000 Penalty: 5190.845703
	Iteration 25Q: 3 clusters Score -4885186 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -4885200.500000 Penalty: 5190.845703
	Iteration 26Q: 3 clusters Score -4885200 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -4885195.500000 Penalty: 5190.845703
	Iteration 27Q: 3 clusters Score -4885196 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -4885219.500000 Penalty: 5190.845703
	Iteration 28Q: 3 clusters Score -4885220 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -4885223.500000 Penalty: 5190.845703
	Iteration 29Q: 3 clusters Score -4885224 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4885241.000000 Penalty: 5190.845703
	Iteration 30Q: 3 clusters Score -4885241 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -4885230.500000 Penalty: 5190.845703
	Iteration 31Q: 3 clusters Score -4885230 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -4885236.500000 Penalty: 5190.845703
	Iteration 32Q: 3 clusters Score -4885236 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -4885248.500000 Penalty: 5190.845703
	Iteration 33Q: 3 clusters Score -4885248 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -4885261.000000 Penalty: 5190.845703
	Iteration 34Q: 3 clusters Score -4885261 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -4885258.000000 Penalty: 5190.845703
	Iteration 35Q: 3 clusters Score -4885258 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -4885262.500000 Penalty: 5190.845703
	Iteration 36Q: 3 clusters Score -4885262 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -4885269.000000 Penalty: 5190.845703
	Iteration 37Q: 3 clusters Score -4885269 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -4885270.500000 Penalty: 5190.845703
	Iteration 38Q: 3 clusters Score -4885270 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -4885259.000000 Penalty: 5190.845703
	Iteration 39Q: 3 clusters Score -4885259 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -4885257.000000 Penalty: 5190.845703
	Iteration 40F: 3 clusters Score -4885257 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -4885261.000000 Penalty: 5190.845703
	Iteration 41Q: 3 clusters Score -4885261 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -4885264.000000 Penalty: 5190.845703
	Iteration 42Q: 3 clusters Score -4885264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -4885265.500000 Penalty: 5190.845703
	Iteration 43Q: 3 clusters Score -4885266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -4885276.000000 Penalty: 5190.845703
	Iteration 44Q: 3 clusters Score -4885276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -4885267.000000 Penalty: 5190.845703
	Iteration 45Q: 3 clusters Score -4885267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -4885273.000000 Penalty: 5190.845703
	Iteration 46Q: 3 clusters Score -4885273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -4885278.500000 Penalty: 5190.845703
	Iteration 47Q: 3 clusters Score -4885278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -4885275.500000 Penalty: 5190.845703
	Iteration 48Q: 3 clusters Score -4885276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -4885285.000000 Penalty: 5190.845703
	Iteration 49Q: 3 clusters Score -4885285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -4885291.000000 Penalty: 5190.845703
	Iteration 50Q: 3 clusters Score -4885291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -4885293.000000 Penalty: 5190.845703
	Iteration 51Q: 3 clusters Score -4885293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -4885284.500000 Penalty: 5190.845703
	Iteration 52Q: 3 clusters Score -4885284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -4885293.000000 Penalty: 5190.845703
	Iteration 53Q: 3 clusters Score -4885293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -4885287.500000 Penalty: 5190.845703
	Iteration 54Q: 3 clusters Score -4885288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -4885288.500000 Penalty: 5190.845703
	Iteration 55Q: 3 clusters Score -4885288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -4885293.000000 Penalty: 5190.845703
	Iteration 56Q: 3 clusters Score -4885293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -4885294.500000 Penalty: 5190.845703
	Iteration 57Q: 3 clusters Score -4885294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -4885294.500000 Penalty: 5190.845703
	Iteration 58Q: 3 clusters Score -4885294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -4885296.500000 Penalty: 5190.845703
	Iteration 59Q: 3 clusters Score -4885296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -4885296.500000 Penalty: 5190.845703
	Iteration 60F: 3 clusters Score -4885296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -4885295.500000 Penalty: 5190.845703
	Iteration 61Q: 3 clusters Score -4885296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -4885287.000000 Penalty: 5190.845703
	Iteration 62Q: 3 clusters Score -4885287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -4885289.000000 Penalty: 5190.845703
	Iteration 63Q: 3 clusters Score -4885289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -4885286.500000 Penalty: 5190.845703
	Iteration 64Q: 3 clusters Score -4885286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -4885288.000000 Penalty: 5190.845703
	Iteration 65Q: 3 clusters Score -4885288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -4885290.500000 Penalty: 5190.845703
	Iteration 66Q: 3 clusters Score -4885290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -4885289.000000 Penalty: 5190.845703
	Iteration 67Q: 3 clusters Score -4885289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -4885291.500000 Penalty: 5190.845703
	Iteration 68Q: 3 clusters Score -4885292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -4885292.000000 Penalty: 5190.845703
	Iteration 69Q: 3 clusters Score -4885292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -4885302.500000 Penalty: 5190.845703
	Iteration 70Q: 3 clusters Score -4885302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -4885298.500000 Penalty: 5190.845703
	Iteration 71Q: 3 clusters Score -4885298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -4885305.000000 Penalty: 5190.845703
	Iteration 72Q: 3 clusters Score -4885305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -4885305.000000 Penalty: 5190.845703
	Iteration 73F: 3 clusters Score -4885305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -34634.589844 Penalty: 1408.682739
	Iteration 0F: 2 clusters Score -34634.59 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 136 members 
Entering Unmasked Estep 
Score: -33378.476562 Penalty: 2817.365479
	Iteration 0F: 3 clusters Score -33378.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -33567.082031 Penalty: 2817.365479
	Iteration 1F: 3 clusters Score -33567.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -33673.230469 Penalty: 2817.365479
	Iteration 2F: 3 clusters Score -33673.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -33744.128906 Penalty: 2817.365479
	Iteration 3Q: 3 clusters Score -33744.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -33787.531250 Penalty: 2817.365479
	Iteration 4Q: 3 clusters Score -33787.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -33798.710938 Penalty: 2817.365479
	Iteration 5Q: 3 clusters Score -33798.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -33806.617188 Penalty: 2817.365479
	Iteration 6Q: 3 clusters Score -33806.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -33809.738281 Penalty: 2817.365479
	Iteration 7Q: 3 clusters Score -33809.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -33809.738281 Penalty: 2817.365479
	Iteration 8F: 3 clusters Score -33809.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (167320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167320 members 
Entering Unmasked Estep 
Score: -23078320.000000 Penalty: 2982.860596
	Iteration 0F: 2 clusters Score -2.307832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83846 members 
Mstep: Class 2 contains 83474 members 
Entering Unmasked Estep 
Score: -22969738.000000 Penalty: 5965.721191
	Iteration 0F: 3 clusters Score -2.296974e+07 nChanged 79962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86928 members 
Mstep: Class 2 contains 80392 members 
Entering Unmasked Estep 
Score: -23016270.000000 Penalty: 5965.721191
	Iteration 1F: 3 clusters Score -2.301627e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88587 members 
Mstep: Class 2 contains 78733 members 
Entering Unmasked Estep 
Score: -23017286.000000 Penalty: 5965.721191
	Iteration 2Q: 3 clusters Score -2.301729e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91091 members 
Mstep: Class 2 contains 76229 members 
Entering Unmasked Estep 
Score: -23018480.000000 Penalty: 5965.721191
	Iteration 3Q: 3 clusters Score -2.301848e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94857 members 
Mstep: Class 2 contains 72463 members 
Entering Unmasked Estep 
Score: -23020192.000000 Penalty: 5965.721191
	Iteration 4Q: 3 clusters Score -2.302019e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100461 members 
Mstep: Class 2 contains 66859 members 
Entering Unmasked Estep 
Score: -23023130.000000 Penalty: 5965.721191
	Iteration 5Q: 3 clusters Score -2.302313e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108476 members 
Mstep: Class 2 contains 58844 members 
Entering Unmasked Estep 
Score: -23027768.000000 Penalty: 5965.721191
	Iteration 6F: 3 clusters Score -2.302777e+07 nChanged 10992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119240 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -23035760.000000 Penalty: 5965.721191
	Iteration 7F: 3 clusters Score -2.303576e+07 nChanged 12980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132156 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -23046708.000000 Penalty: 5965.721191
	Iteration 8F: 3 clusters Score -2.304671e+07 nChanged 13100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145238 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -23058190.000000 Penalty: 5965.721191
	Iteration 9F: 3 clusters Score -2.305819e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155174 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -23066236.000000 Penalty: 5965.721191
	Iteration 10F: 3 clusters Score -2.306624e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161039 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -23071042.000000 Penalty: 5965.721191
	Iteration 11Q: 3 clusters Score -2.307104e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164067 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -23073520.000000 Penalty: 5965.721191
	Iteration 12Q: 3 clusters Score -2.307352e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165481 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -23074476.000000 Penalty: 5965.721191
	Iteration 13Q: 3 clusters Score -2.307448e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166103 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -23074958.000000 Penalty: 5965.721191
	Iteration 14Q: 3 clusters Score -2.307496e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166390 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -23075170.000000 Penalty: 5965.721191
	Iteration 15Q: 3 clusters Score -2.307517e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166557 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -23075308.000000 Penalty: 5965.721191
	Iteration 16Q: 3 clusters Score -2.307531e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166663 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -23075408.000000 Penalty: 5965.721191
	Iteration 17Q: 3 clusters Score -2.307541e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166725 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -23075496.000000 Penalty: 5965.721191
	Iteration 18Q: 3 clusters Score -2.30755e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166772 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -23075522.000000 Penalty: 5965.721191
	Iteration 19Q: 3 clusters Score -2.307552e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166800 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -23075562.000000 Penalty: 5965.721191
	Iteration 20F: 3 clusters Score -2.307556e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166822 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -23075612.000000 Penalty: 5965.721191
	Iteration 21Q: 3 clusters Score -2.307561e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166836 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -23075638.000000 Penalty: 5965.721191
	Iteration 22Q: 3 clusters Score -2.307564e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166852 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -23075650.000000 Penalty: 5965.721191
	Iteration 23Q: 3 clusters Score -2.307565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166859 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -23075658.000000 Penalty: 5965.721191
	Iteration 24Q: 3 clusters Score -2.307566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166862 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -23075678.000000 Penalty: 5965.721191
	Iteration 25Q: 3 clusters Score -2.307568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166866 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -23075670.000000 Penalty: 5965.721191
	Iteration 26Q: 3 clusters Score -2.307567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166871 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -23075656.000000 Penalty: 5965.721191
	Iteration 27Q: 3 clusters Score -2.307566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166873 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -23075664.000000 Penalty: 5965.721191
	Iteration 28Q: 3 clusters Score -2.307566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166877 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -23075676.000000 Penalty: 5965.721191
	Iteration 29Q: 3 clusters Score -2.307568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166878 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -23075680.000000 Penalty: 5965.721191
	Iteration 30Q: 3 clusters Score -2.307568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166878 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -23075680.000000 Penalty: 5965.721191
	Iteration 31F: 3 clusters Score -2.307568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (192442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192442 members 
Entering Unmasked Estep 
Score: -26364102.000000 Penalty: 3017.552490
	Iteration 0F: 2 clusters Score -2.63641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95713 members 
Mstep: Class 2 contains 96729 members 
Entering Unmasked Estep 
Score: -26243404.000000 Penalty: 6035.104980
	Iteration 0F: 3 clusters Score -2.62434e+07 nChanged 92758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90723 members 
Mstep: Class 2 contains 101719 members 
Entering Unmasked Estep 
Score: -26299190.000000 Penalty: 6035.104980
	Iteration 1F: 3 clusters Score -2.629919e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87240 members 
Mstep: Class 2 contains 105202 members 
Entering Unmasked Estep 
Score: -26300906.000000 Penalty: 6035.104980
	Iteration 2Q: 3 clusters Score -2.630091e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 110420 members 
Entering Unmasked Estep 
Score: -26303758.000000 Penalty: 6035.104980
	Iteration 3Q: 3 clusters Score -2.630376e+07 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74164 members 
Mstep: Class 2 contains 118278 members 
Entering Unmasked Estep 
Score: -26308378.000000 Penalty: 6035.104980
	Iteration 4Q: 3 clusters Score -2.630838e+07 nChanged 11975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63161 members 
Mstep: Class 2 contains 129281 members 
Entering Unmasked Estep 
Score: -26316072.000000 Penalty: 6035.104980
	Iteration 5F: 3 clusters Score -2.631607e+07 nChanged 14625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49260 members 
Mstep: Class 2 contains 143182 members 
Entering Unmasked Estep 
Score: -26327392.000000 Penalty: 6035.104980
	Iteration 6F: 3 clusters Score -2.632739e+07 nChanged 14964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 157596 members 
Entering Unmasked Estep 
Score: -26339992.000000 Penalty: 6035.104980
	Iteration 7F: 3 clusters Score -2.633999e+07 nChanged 12799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 170245 members 
Entering Unmasked Estep 
Score: -26349674.000000 Penalty: 6035.104980
	Iteration 8F: 3 clusters Score -2.634967e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 179451 members 
Entering Unmasked Estep 
Score: -26355520.000000 Penalty: 6035.104980
	Iteration 9Q: 3 clusters Score -2.635552e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 185555 members 
Entering Unmasked Estep 
Score: -26358690.000000 Penalty: 6035.104980
	Iteration 10Q: 3 clusters Score -2.635869e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 189068 members 
Entering Unmasked Estep 
Score: -26360194.000000 Penalty: 6035.104980
	Iteration 11Q: 3 clusters Score -2.636019e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 190836 members 
Entering Unmasked Estep 
Score: -26361124.000000 Penalty: 6035.104980
	Iteration 12Q: 3 clusters Score -2.636112e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 191577 members 
Entering Unmasked Estep 
Score: -26361360.000000 Penalty: 6035.104980
	Iteration 13Q: 3 clusters Score -2.636136e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 191897 members 
Entering Unmasked Estep 
Score: -26361470.000000 Penalty: 6035.104980
	Iteration 14Q: 3 clusters Score -2.636147e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 192013 members 
Entering Unmasked Estep 
Score: -26361566.000000 Penalty: 6035.104980
	Iteration 15Q: 3 clusters Score -2.636157e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 192061 members 
Entering Unmasked Estep 
Score: -26361598.000000 Penalty: 6035.104980
	Iteration 16Q: 3 clusters Score -2.63616e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 192087 members 
Entering Unmasked Estep 
Score: -26361672.000000 Penalty: 6035.104980
	Iteration 17Q: 3 clusters Score -2.636167e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 192109 members 
Entering Unmasked Estep 
Score: -26361702.000000 Penalty: 6035.104980
	Iteration 18Q: 3 clusters Score -2.63617e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 192124 members 
Entering Unmasked Estep 
Score: -26361694.000000 Penalty: 6035.104980
	Iteration 19Q: 3 clusters Score -2.636169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 192130 members 
Entering Unmasked Estep 
Score: -26361698.000000 Penalty: 6035.104980
	Iteration 20F: 3 clusters Score -2.63617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 192134 members 
Entering Unmasked Estep 
Score: -26361716.000000 Penalty: 6035.104980
	Iteration 21Q: 3 clusters Score -2.636172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 192138 members 
Entering Unmasked Estep 
Score: -26361686.000000 Penalty: 6035.104980
	Iteration 22Q: 3 clusters Score -2.636169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 192142 members 
Entering Unmasked Estep 
Score: -26361710.000000 Penalty: 6035.104980
	Iteration 23Q: 3 clusters Score -2.636171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 192145 members 
Entering Unmasked Estep 
Score: -26361728.000000 Penalty: 6035.104980
	Iteration 24Q: 3 clusters Score -2.636173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 192149 members 
Entering Unmasked Estep 
Score: -26361726.000000 Penalty: 6035.104980
	Iteration 25Q: 3 clusters Score -2.636173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 192150 members 
Entering Unmasked Estep 
Score: -26361702.000000 Penalty: 6035.104980
	Iteration 26Q: 3 clusters Score -2.63617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 192152 members 
Entering Unmasked Estep 
Score: -26361710.000000 Penalty: 6035.104980
	Iteration 27Q: 3 clusters Score -2.636171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 192153 members 
Entering Unmasked Estep 
Score: -26361700.000000 Penalty: 6035.104980
	Iteration 28Q: 3 clusters Score -2.63617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 192153 members 
Entering Unmasked Estep 
Score: -26361700.000000 Penalty: 6035.104980
	Iteration 29F: 3 clusters Score -2.63617e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (138882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138882 members 
Entering Unmasked Estep 
Score: -19080352.000000 Penalty: 2936.662354
	Iteration 0F: 2 clusters Score -1.908035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69327 members 
Mstep: Class 2 contains 69555 members 
Entering Unmasked Estep 
Score: -18987288.000000 Penalty: 5873.324707
	Iteration 0F: 3 clusters Score -1.898729e+07 nChanged 66215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68742 members 
Mstep: Class 2 contains 70140 members 
Entering Unmasked Estep 
Score: -19025862.000000 Penalty: 5873.324707
	Iteration 1F: 3 clusters Score -1.902586e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68410 members 
Mstep: Class 2 contains 70472 members 
Entering Unmasked Estep 
Score: -19026708.000000 Penalty: 5873.324707
	Iteration 2Q: 3 clusters Score -1.902671e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 2 contains 70988 members 
Entering Unmasked Estep 
Score: -19027890.000000 Penalty: 5873.324707
	Iteration 3Q: 3 clusters Score -1.902789e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67022 members 
Mstep: Class 2 contains 71860 members 
Entering Unmasked Estep 
Score: -19029120.000000 Penalty: 5873.324707
	Iteration 4Q: 3 clusters Score -1.902912e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65763 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -19030956.000000 Penalty: 5873.324707
	Iteration 5Q: 3 clusters Score -1.903096e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 74975 members 
Entering Unmasked Estep 
Score: -19033512.000000 Penalty: 5873.324707
	Iteration 6Q: 3 clusters Score -1.903351e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61467 members 
Mstep: Class 2 contains 77415 members 
Entering Unmasked Estep 
Score: -19037258.000000 Penalty: 5873.324707
	Iteration 7Q: 3 clusters Score -1.903726e+07 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58789 members 
Mstep: Class 2 contains 80093 members 
Entering Unmasked Estep 
Score: -19042490.000000 Penalty: 5873.324707
	Iteration 8F: 3 clusters Score -1.904249e+07 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 82436 members 
Entering Unmasked Estep 
Score: -19048892.000000 Penalty: 5873.324707
	Iteration 9F: 3 clusters Score -1.904889e+07 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 84299 members 
Entering Unmasked Estep 
Score: -19054558.000000 Penalty: 5873.324707
	Iteration 10F: 3 clusters Score -1.905456e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53381 members 
Mstep: Class 2 contains 85501 members 
Entering Unmasked Estep 
Score: -19057548.000000 Penalty: 5873.324707
	Iteration 11Q: 3 clusters Score -1.905755e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 86447 members 
Entering Unmasked Estep 
Score: -19058756.000000 Penalty: 5873.324707
	Iteration 12Q: 3 clusters Score -1.905876e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 87439 members 
Entering Unmasked Estep 
Score: -19059414.000000 Penalty: 5873.324707
	Iteration 13Q: 3 clusters Score -1.905941e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 88466 members 
Entering Unmasked Estep 
Score: -19059834.000000 Penalty: 5873.324707
	Iteration 14Q: 3 clusters Score -1.905983e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 89564 members 
Entering Unmasked Estep 
Score: -19060300.000000 Penalty: 5873.324707
	Iteration 15Q: 3 clusters Score -1.90603e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 90729 members 
Entering Unmasked Estep 
Score: -19060728.000000 Penalty: 5873.324707
	Iteration 16Q: 3 clusters Score -1.906073e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 91960 members 
Entering Unmasked Estep 
Score: -19061202.000000 Penalty: 5873.324707
	Iteration 17Q: 3 clusters Score -1.90612e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 93211 members 
Entering Unmasked Estep 
Score: -19061804.000000 Penalty: 5873.324707
	Iteration 18Q: 3 clusters Score -1.90618e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 94456 members 
Entering Unmasked Estep 
Score: -19062278.000000 Penalty: 5873.324707
	Iteration 19Q: 3 clusters Score -1.906228e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 95726 members 
Entering Unmasked Estep 
Score: -19062962.000000 Penalty: 5873.324707
	Iteration 20F: 3 clusters Score -1.906296e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 97026 members 
Entering Unmasked Estep 
Score: -19063556.000000 Penalty: 5873.324707
	Iteration 21Q: 3 clusters Score -1.906356e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 98304 members 
Entering Unmasked Estep 
Score: -19064226.000000 Penalty: 5873.324707
	Iteration 22Q: 3 clusters Score -1.906423e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 99554 members 
Entering Unmasked Estep 
Score: -19064904.000000 Penalty: 5873.324707
	Iteration 23Q: 3 clusters Score -1.90649e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 100776 members 
Entering Unmasked Estep 
Score: -19065262.000000 Penalty: 5873.324707
	Iteration 24Q: 3 clusters Score -1.906526e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 101890 members 
Entering Unmasked Estep 
Score: -19065718.000000 Penalty: 5873.324707
	Iteration 25Q: 3 clusters Score -1.906572e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 102988 members 
Entering Unmasked Estep 
Score: -19066032.000000 Penalty: 5873.324707
	Iteration 26Q: 3 clusters Score -1.906603e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 104080 members 
Entering Unmasked Estep 
Score: -19066414.000000 Penalty: 5873.324707
	Iteration 27Q: 3 clusters Score -1.906641e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 105134 members 
Entering Unmasked Estep 
Score: -19066802.000000 Penalty: 5873.324707
	Iteration 28Q: 3 clusters Score -1.90668e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 106142 members 
Entering Unmasked Estep 
Score: -19067098.000000 Penalty: 5873.324707
	Iteration 29Q: 3 clusters Score -1.90671e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 107163 members 
Entering Unmasked Estep 
Score: -19067430.000000 Penalty: 5873.324707
	Iteration 30Q: 3 clusters Score -1.906743e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 108153 members 
Entering Unmasked Estep 
Score: -19067696.000000 Penalty: 5873.324707
	Iteration 31Q: 3 clusters Score -1.90677e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 109164 members 
Entering Unmasked Estep 
Score: -19067948.000000 Penalty: 5873.324707
	Iteration 32Q: 3 clusters Score -1.906795e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 110125 members 
Entering Unmasked Estep 
Score: -19068098.000000 Penalty: 5873.324707
	Iteration 33Q: 3 clusters Score -1.90681e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 111088 members 
Entering Unmasked Estep 
Score: -19068274.000000 Penalty: 5873.324707
	Iteration 34Q: 3 clusters Score -1.906827e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 112010 members 
Entering Unmasked Estep 
Score: -19068430.000000 Penalty: 5873.324707
	Iteration 35Q: 3 clusters Score -1.906843e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 112914 members 
Entering Unmasked Estep 
Score: -19068612.000000 Penalty: 5873.324707
	Iteration 36Q: 3 clusters Score -1.906861e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 113858 members 
Entering Unmasked Estep 
Score: -19068780.000000 Penalty: 5873.324707
	Iteration 37Q: 3 clusters Score -1.906878e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 114737 members 
Entering Unmasked Estep 
Score: -19068888.000000 Penalty: 5873.324707
	Iteration 38Q: 3 clusters Score -1.906889e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 115567 members 
Entering Unmasked Estep 
Score: -19069054.000000 Penalty: 5873.324707
	Iteration 39Q: 3 clusters Score -1.906905e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 116447 members 
Entering Unmasked Estep 
Score: -19069192.000000 Penalty: 5873.324707
	Iteration 40F: 3 clusters Score -1.906919e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 117310 members 
Entering Unmasked Estep 
Score: -19069384.000000 Penalty: 5873.324707
	Iteration 41Q: 3 clusters Score -1.906938e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 118193 members 
Entering Unmasked Estep 
Score: -19069544.000000 Penalty: 5873.324707
	Iteration 42Q: 3 clusters Score -1.906954e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 119057 members 
Entering Unmasked Estep 
Score: -19069706.000000 Penalty: 5873.324707
	Iteration 43Q: 3 clusters Score -1.906971e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 119917 members 
Entering Unmasked Estep 
Score: -19069796.000000 Penalty: 5873.324707
	Iteration 44Q: 3 clusters Score -1.90698e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 120786 members 
Entering Unmasked Estep 
Score: -19069998.000000 Penalty: 5873.324707
	Iteration 45Q: 3 clusters Score -1.907e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 121626 members 
Entering Unmasked Estep 
Score: -19070152.000000 Penalty: 5873.324707
	Iteration 46Q: 3 clusters Score -1.907015e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 122510 members 
Entering Unmasked Estep 
Score: -19070376.000000 Penalty: 5873.324707
	Iteration 47Q: 3 clusters Score -1.907038e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 123411 members 
Entering Unmasked Estep 
Score: -19070674.000000 Penalty: 5873.324707
	Iteration 48Q: 3 clusters Score -1.907067e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 124325 members 
Entering Unmasked Estep 
Score: -19071032.000000 Penalty: 5873.324707
	Iteration 49Q: 3 clusters Score -1.907103e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 125253 members 
Entering Unmasked Estep 
Score: -19071374.000000 Penalty: 5873.324707
	Iteration 50Q: 3 clusters Score -1.907137e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 126252 members 
Entering Unmasked Estep 
Score: -19071696.000000 Penalty: 5873.324707
	Iteration 51Q: 3 clusters Score -1.90717e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 127280 members 
Entering Unmasked Estep 
Score: -19072002.000000 Penalty: 5873.324707
	Iteration 52Q: 3 clusters Score -1.9072e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 128343 members 
Entering Unmasked Estep 
Score: -19072466.000000 Penalty: 5873.324707
	Iteration 53Q: 3 clusters Score -1.907247e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 129512 members 
Entering Unmasked Estep 
Score: -19072970.000000 Penalty: 5873.324707
	Iteration 54Q: 3 clusters Score -1.907297e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 130745 members 
Entering Unmasked Estep 
Score: -19073600.000000 Penalty: 5873.324707
	Iteration 55Q: 3 clusters Score -1.90736e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 132011 members 
Entering Unmasked Estep 
Score: -19074180.000000 Penalty: 5873.324707
	Iteration 56Q: 3 clusters Score -1.907418e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 133223 members 
Entering Unmasked Estep 
Score: -19074820.000000 Penalty: 5873.324707
	Iteration 57Q: 3 clusters Score -1.907482e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 134339 members 
Entering Unmasked Estep 
Score: -19075448.000000 Penalty: 5873.324707
	Iteration 58Q: 3 clusters Score -1.907545e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 135313 members 
Entering Unmasked Estep 
Score: -19076008.000000 Penalty: 5873.324707
	Iteration 59Q: 3 clusters Score -1.907601e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 136101 members 
Entering Unmasked Estep 
Score: -19076442.000000 Penalty: 5873.324707
	Iteration 60F: 3 clusters Score -1.907644e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 136727 members 
Entering Unmasked Estep 
Score: -19076838.000000 Penalty: 5873.324707
	Iteration 61Q: 3 clusters Score -1.907684e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 137190 members 
Entering Unmasked Estep 
Score: -19077096.000000 Penalty: 5873.324707
	Iteration 62Q: 3 clusters Score -1.90771e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 137502 members 
Entering Unmasked Estep 
Score: -19077248.000000 Penalty: 5873.324707
	Iteration 63Q: 3 clusters Score -1.907725e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 137730 members 
Entering Unmasked Estep 
Score: -19077366.000000 Penalty: 5873.324707
	Iteration 64Q: 3 clusters Score -1.907737e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 137887 members 
Entering Unmasked Estep 
Score: -19077454.000000 Penalty: 5873.324707
	Iteration 65Q: 3 clusters Score -1.907745e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 138000 members 
Entering Unmasked Estep 
Score: -19077546.000000 Penalty: 5873.324707
	Iteration 66Q: 3 clusters Score -1.907755e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 138097 members 
Entering Unmasked Estep 
Score: -19077606.000000 Penalty: 5873.324707
	Iteration 67Q: 3 clusters Score -1.907761e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 138159 members 
Entering Unmasked Estep 
Score: -19077686.000000 Penalty: 5873.324707
	Iteration 68Q: 3 clusters Score -1.907769e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 138206 members 
Entering Unmasked Estep 
Score: -19077698.000000 Penalty: 5873.324707
	Iteration 69Q: 3 clusters Score -1.90777e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 138236 members 
Entering Unmasked Estep 
Score: -19077742.000000 Penalty: 5873.324707
	Iteration 70Q: 3 clusters Score -1.907774e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 138259 members 
Entering Unmasked Estep 
Score: -19077772.000000 Penalty: 5873.324707
	Iteration 71Q: 3 clusters Score -1.907777e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 138270 members 
Entering Unmasked Estep 
Score: -19077792.000000 Penalty: 5873.324707
	Iteration 72Q: 3 clusters Score -1.907779e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 138286 members 
Entering Unmasked Estep 
Score: -19077800.000000 Penalty: 5873.324707
	Iteration 73Q: 3 clusters Score -1.90778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 138293 members 
Entering Unmasked Estep 
Score: -19077800.000000 Penalty: 5873.324707
	Iteration 74Q: 3 clusters Score -1.90778e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 138302 members 
Entering Unmasked Estep 
Score: -19077830.000000 Penalty: 5873.324707
	Iteration 75Q: 3 clusters Score -1.907783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 138304 members 
Entering Unmasked Estep 
Score: -19077828.000000 Penalty: 5873.324707
	Iteration 76Q: 3 clusters Score -1.907783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 138307 members 
Entering Unmasked Estep 
Score: -19077826.000000 Penalty: 5873.324707
	Iteration 77Q: 3 clusters Score -1.907783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 138310 members 
Entering Unmasked Estep 
Score: -19077828.000000 Penalty: 5873.324707
	Iteration 78Q: 3 clusters Score -1.907783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 138311 members 
Entering Unmasked Estep 
Score: -19077830.000000 Penalty: 5873.324707
	Iteration 79Q: 3 clusters Score -1.907783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 138312 members 
Entering Unmasked Estep 
Score: -19077832.000000 Penalty: 5873.324707
	Iteration 80F: 3 clusters Score -1.907783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 138312 members 
Entering Unmasked Estep 
Score: -19077822.000000 Penalty: 5873.324707
	Iteration 81Q: 3 clusters Score -1.907782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 138312 members 
Entering Unmasked Estep 
Score: -19077818.000000 Penalty: 5873.324707
	Iteration 82Q: 3 clusters Score -1.907782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 138313 members 
Entering Unmasked Estep 
Score: -19077820.000000 Penalty: 5873.324707
	Iteration 83Q: 3 clusters Score -1.907782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 138316 members 
Entering Unmasked Estep 
Score: -19077838.000000 Penalty: 5873.324707
	Iteration 84Q: 3 clusters Score -1.907784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 138318 members 
Entering Unmasked Estep 
Score: -19077840.000000 Penalty: 5873.324707
	Iteration 85Q: 3 clusters Score -1.907784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 138324 members 
Entering Unmasked Estep 
Score: -19077848.000000 Penalty: 5873.324707
	Iteration 86Q: 3 clusters Score -1.907785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 138333 members 
Entering Unmasked Estep 
Score: -19077836.000000 Penalty: 5873.324707
	Iteration 87Q: 3 clusters Score -1.907784e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 138341 members 
Entering Unmasked Estep 
Score: -19077840.000000 Penalty: 5873.324707
	Iteration 88Q: 3 clusters Score -1.907784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 138345 members 
Entering Unmasked Estep 
Score: -19077852.000000 Penalty: 5873.324707
	Iteration 89Q: 3 clusters Score -1.907785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 138349 members 
Entering Unmasked Estep 
Score: -19077848.000000 Penalty: 5873.324707
	Iteration 90Q: 3 clusters Score -1.907785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 138354 members 
Entering Unmasked Estep 
Score: -19077850.000000 Penalty: 5873.324707
	Iteration 91Q: 3 clusters Score -1.907785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 138356 members 
Entering Unmasked Estep 
Score: -19077864.000000 Penalty: 5873.324707
	Iteration 92Q: 3 clusters Score -1.907786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 138357 members 
Entering Unmasked Estep 
Score: -19077872.000000 Penalty: 5873.324707
	Iteration 93Q: 3 clusters Score -1.907787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 138360 members 
Entering Unmasked Estep 
Score: -19077866.000000 Penalty: 5873.324707
	Iteration 94Q: 3 clusters Score -1.907787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 138360 members 
Entering Unmasked Estep 
Score: -19077866.000000 Penalty: 5873.324707
	Iteration 95F: 3 clusters Score -1.907787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1982094.000000 Penalty: 2369.075439
	Iteration 0F: 2 clusters Score -1982094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1971873.625000 Penalty: 4738.150879
	Iteration 0F: 3 clusters Score -1971874 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1975005.875000 Penalty: 4738.150879
	Iteration 1F: 3 clusters Score -1975006 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1975375.000000 Penalty: 4738.150879
	Iteration 2F: 3 clusters Score -1975375 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1975674.625000 Penalty: 4738.150879
	Iteration 3F: 3 clusters Score -1975675 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1975968.250000 Penalty: 4738.150879
	Iteration 4Q: 3 clusters Score -1975968 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1976264.000000 Penalty: 4738.150879
	Iteration 5Q: 3 clusters Score -1976264 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1976600.000000 Penalty: 4738.150879
	Iteration 6Q: 3 clusters Score -1976600 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1977001.125000 Penalty: 4738.150879
	Iteration 7Q: 3 clusters Score -1977001 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1977463.875000 Penalty: 4738.150879
	Iteration 8Q: 3 clusters Score -1977464 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1978035.125000 Penalty: 4738.150879
	Iteration 9Q: 3 clusters Score -1978035 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1978595.000000 Penalty: 4738.150879
	Iteration 10Q: 3 clusters Score -1978595 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1979008.250000 Penalty: 4738.150879
	Iteration 11Q: 3 clusters Score -1979008 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1979293.375000 Penalty: 4738.150879
	Iteration 12Q: 3 clusters Score -1979293 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1979465.250000 Penalty: 4738.150879
	Iteration 13Q: 3 clusters Score -1979465 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1979583.250000 Penalty: 4738.150879
	Iteration 14Q: 3 clusters Score -1979583 nChanged 162
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: -1979678.250000 Penalty: 4738.150879
	Iteration 15Q: 3 clusters Score -1979678 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1979739.750000 Penalty: 4738.150879
	Iteration 16Q: 3 clusters Score -1979740 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1979787.875000 Penalty: 4738.150879
	Iteration 17Q: 3 clusters Score -1979788 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1979827.250000 Penalty: 4738.150879
	Iteration 18Q: 3 clusters Score -1979827 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1979859.250000 Penalty: 4738.150879
	Iteration 19Q: 3 clusters Score -1979859 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1979892.250000 Penalty: 4738.150879
	Iteration 20F: 3 clusters Score -1979892 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1979924.125000 Penalty: 4738.150879
	Iteration 21Q: 3 clusters Score -1979924 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1979945.375000 Penalty: 4738.150879
	Iteration 22Q: 3 clusters Score -1979945 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1979960.750000 Penalty: 4738.150879
	Iteration 23Q: 3 clusters Score -1979961 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1979978.250000 Penalty: 4738.150879
	Iteration 24Q: 3 clusters Score -1979978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1979989.125000 Penalty: 4738.150879
	Iteration 25Q: 3 clusters Score -1979989 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1980006.625000 Penalty: 4738.150879
	Iteration 26Q: 3 clusters Score -1980007 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1980015.000000 Penalty: 4738.150879
	Iteration 27Q: 3 clusters Score -1980015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1980029.625000 Penalty: 4738.150879
	Iteration 28Q: 3 clusters Score -1980030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1980039.625000 Penalty: 4738.150879
	Iteration 29Q: 3 clusters Score -1980040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1980050.625000 Penalty: 4738.150879
	Iteration 30Q: 3 clusters Score -1980051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1980055.875000 Penalty: 4738.150879
	Iteration 31Q: 3 clusters Score -1980056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1980061.625000 Penalty: 4738.150879
	Iteration 32Q: 3 clusters Score -1980062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1980059.250000 Penalty: 4738.150879
	Iteration 33Q: 3 clusters Score -1980059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1980069.375000 Penalty: 4738.150879
	Iteration 34Q: 3 clusters Score -1980069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1980070.250000 Penalty: 4738.150879
	Iteration 35Q: 3 clusters Score -1980070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1980073.250000 Penalty: 4738.150879
	Iteration 36Q: 3 clusters Score -1980073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1980075.625000 Penalty: 4738.150879
	Iteration 37Q: 3 clusters Score -1980076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1980077.750000 Penalty: 4738.150879
	Iteration 38Q: 3 clusters Score -1980078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1980076.125000 Penalty: 4738.150879
	Iteration 39Q: 3 clusters Score -1980076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1980078.250000 Penalty: 4738.150879
	Iteration 40F: 3 clusters Score -1980078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1980080.875000 Penalty: 4738.150879
	Iteration 41Q: 3 clusters Score -1980081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1980080.750000 Penalty: 4738.150879
	Iteration 42Q: 3 clusters Score -1980081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1980083.250000 Penalty: 4738.150879
	Iteration 43Q: 3 clusters Score -1980083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1980083.125000 Penalty: 4738.150879
	Iteration 44Q: 3 clusters Score -1980083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1980086.250000 Penalty: 4738.150879
	Iteration 45Q: 3 clusters Score -1980086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1980088.625000 Penalty: 4738.150879
	Iteration 46Q: 3 clusters Score -1980089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1980091.625000 Penalty: 4738.150879
	Iteration 47Q: 3 clusters Score -1980092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1980097.875000 Penalty: 4738.150879
	Iteration 48Q: 3 clusters Score -1980098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1980098.375000 Penalty: 4738.150879
	Iteration 49Q: 3 clusters Score -1980098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1980098.875000 Penalty: 4738.150879
	Iteration 50Q: 3 clusters Score -1980099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1980096.875000 Penalty: 4738.150879
	Iteration 51Q: 3 clusters Score -1980097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1980097.000000 Penalty: 4738.150879
	Iteration 52Q: 3 clusters Score -1980097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1980102.000000 Penalty: 4738.150879
	Iteration 53Q: 3 clusters Score -1980102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1980101.500000 Penalty: 4738.150879
	Iteration 54Q: 3 clusters Score -1980102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1980099.625000 Penalty: 4738.150879
	Iteration 55Q: 3 clusters Score -1980100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1980101.125000 Penalty: 4738.150879
	Iteration 56Q: 3 clusters Score -1980101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1980100.000000 Penalty: 4738.150879
	Iteration 57Q: 3 clusters Score -1980100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1980100.250000 Penalty: 4738.150879
	Iteration 58Q: 3 clusters Score -1980100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1980101.500000 Penalty: 4738.150879
	Iteration 59Q: 3 clusters Score -1980102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1980106.250000 Penalty: 4738.150879
	Iteration 60F: 3 clusters Score -1980106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1980105.375000 Penalty: 4738.150879
	Iteration 61Q: 3 clusters Score -1980105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1980104.750000 Penalty: 4738.150879
	Iteration 62Q: 3 clusters Score -1980105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1980104.500000 Penalty: 4738.150879
	Iteration 63Q: 3 clusters Score -1980104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1980104.500000 Penalty: 4738.150879
	Iteration 64F: 3 clusters Score -1980104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Entering Unmasked Estep 
Score: -4705071.500000 Penalty: 2585.918701
	Iteration 0F: 2 clusters Score -4705072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -4682096.500000 Penalty: 5171.837402
	Iteration 0F: 3 clusters Score -4682096 nChanged 15383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -4690393.000000 Penalty: 5171.837402
	Iteration 1F: 3 clusters Score -4690393 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -4690931.500000 Penalty: 5171.837402
	Iteration 2Q: 3 clusters Score -4690932 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -4691399.500000 Penalty: 5171.837402
	Iteration 3Q: 3 clusters Score -4691400 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -4691808.500000 Penalty: 5171.837402
	Iteration 4Q: 3 clusters Score -4691808 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -4692152.500000 Penalty: 5171.837402
	Iteration 5Q: 3 clusters Score -4692152 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -4692478.000000 Penalty: 5171.837402
	Iteration 6Q: 3 clusters Score -4692478 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -4692810.000000 Penalty: 5171.837402
	Iteration 7Q: 3 clusters Score -4692810 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -4693171.000000 Penalty: 5171.837402
	Iteration 8Q: 3 clusters Score -4693171 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -4693650.500000 Penalty: 5171.837402
	Iteration 9Q: 3 clusters Score -4693650 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -4694297.500000 Penalty: 5171.837402
	Iteration 10Q: 3 clusters Score -4694298 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -4695085.500000 Penalty: 5171.837402
	Iteration 11Q: 3 clusters Score -4695086 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -4696035.500000 Penalty: 5171.837402
	Iteration 12Q: 3 clusters Score -4696036 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -4697021.000000 Penalty: 5171.837402
	Iteration 13Q: 3 clusters Score -4697021 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -4697901.500000 Penalty: 5171.837402
	Iteration 14Q: 3 clusters Score -4697902 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -4698553.500000 Penalty: 5171.837402
	Iteration 15Q: 3 clusters Score -4698554 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -4698970.000000 Penalty: 5171.837402
	Iteration 16Q: 3 clusters Score -4698970 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -4699275.500000 Penalty: 5171.837402
	Iteration 17Q: 3 clusters Score -4699276 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -4699502.500000 Penalty: 5171.837402
	Iteration 18Q: 3 clusters Score -4699502 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -4699697.000000 Penalty: 5171.837402
	Iteration 19Q: 3 clusters Score -4699697 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -4699914.000000 Penalty: 5171.837402
	Iteration 20F: 3 clusters Score -4699914 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -4700119.000000 Penalty: 5171.837402
	Iteration 21Q: 3 clusters Score -4700119 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -4700307.500000 Penalty: 5171.837402
	Iteration 22Q: 3 clusters Score -4700308 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -4700464.000000 Penalty: 5171.837402
	Iteration 23Q: 3 clusters Score -4700464 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -4700636.000000 Penalty: 5171.837402
	Iteration 24Q: 3 clusters Score -4700636 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -4700814.000000 Penalty: 5171.837402
	Iteration 25Q: 3 clusters Score -4700814 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -4700986.000000 Penalty: 5171.837402
	Iteration 26Q: 3 clusters Score -4700986 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -4701189.000000 Penalty: 5171.837402
	Iteration 27Q: 3 clusters Score -4701189 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -4701344.000000 Penalty: 5171.837402
	Iteration 28Q: 3 clusters Score -4701344 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -4701510.000000 Penalty: 5171.837402
	Iteration 29Q: 3 clusters Score -4701510 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -4701632.500000 Penalty: 5171.837402
	Iteration 30Q: 3 clusters Score -4701632 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -4701767.500000 Penalty: 5171.837402
	Iteration 31Q: 3 clusters Score -4701768 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -4701867.500000 Penalty: 5171.837402
	Iteration 32Q: 3 clusters Score -4701868 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -4701970.000000 Penalty: 5171.837402
	Iteration 33Q: 3 clusters Score -4701970 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -4702077.000000 Penalty: 5171.837402
	Iteration 34Q: 3 clusters Score -4702077 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -4702194.000000 Penalty: 5171.837402
	Iteration 35Q: 3 clusters Score -4702194 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -4702277.500000 Penalty: 5171.837402
	Iteration 36Q: 3 clusters Score -4702278 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -4702355.000000 Penalty: 5171.837402
	Iteration 37Q: 3 clusters Score -4702355 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -4702413.000000 Penalty: 5171.837402
	Iteration 38Q: 3 clusters Score -4702413 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -4702471.000000 Penalty: 5171.837402
	Iteration 39Q: 3 clusters Score -4702471 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -4702513.500000 Penalty: 5171.837402
	Iteration 40F: 3 clusters Score -4702514 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -4702551.500000 Penalty: 5171.837402
	Iteration 41Q: 3 clusters Score -4702552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -4702581.500000 Penalty: 5171.837402
	Iteration 42Q: 3 clusters Score -4702582 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -4702599.500000 Penalty: 5171.837402
	Iteration 43Q: 3 clusters Score -4702600 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -4702616.000000 Penalty: 5171.837402
	Iteration 44Q: 3 clusters Score -4702616 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -4702639.000000 Penalty: 5171.837402
	Iteration 45Q: 3 clusters Score -4702639 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -4702657.500000 Penalty: 5171.837402
	Iteration 46Q: 3 clusters Score -4702658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -4702676.000000 Penalty: 5171.837402
	Iteration 47Q: 3 clusters Score -4702676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -4702696.000000 Penalty: 5171.837402
	Iteration 48Q: 3 clusters Score -4702696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -4702711.000000 Penalty: 5171.837402
	Iteration 49Q: 3 clusters Score -4702711 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -4702729.000000 Penalty: 5171.837402
	Iteration 50Q: 3 clusters Score -4702729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -4702732.000000 Penalty: 5171.837402
	Iteration 51Q: 3 clusters Score -4702732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -4702753.000000 Penalty: 5171.837402
	Iteration 52Q: 3 clusters Score -4702753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -4702765.000000 Penalty: 5171.837402
	Iteration 53Q: 3 clusters Score -4702765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -4702773.500000 Penalty: 5171.837402
	Iteration 54Q: 3 clusters Score -4702774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -4702780.000000 Penalty: 5171.837402
	Iteration 55Q: 3 clusters Score -4702780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -4702794.500000 Penalty: 5171.837402
	Iteration 56Q: 3 clusters Score -4702794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -4702808.000000 Penalty: 5171.837402
	Iteration 57Q: 3 clusters Score -4702808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -4702814.000000 Penalty: 5171.837402
	Iteration 58Q: 3 clusters Score -4702814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -4702819.500000 Penalty: 5171.837402
	Iteration 59Q: 3 clusters Score -4702820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -4702833.500000 Penalty: 5171.837402
	Iteration 60F: 3 clusters Score -4702834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -4702844.000000 Penalty: 5171.837402
	Iteration 61Q: 3 clusters Score -4702844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -4702848.000000 Penalty: 5171.837402
	Iteration 62Q: 3 clusters Score -4702848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -4702861.500000 Penalty: 5171.837402
	Iteration 63Q: 3 clusters Score -4702862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -4702863.000000 Penalty: 5171.837402
	Iteration 64Q: 3 clusters Score -4702863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -4702868.500000 Penalty: 5171.837402
	Iteration 65Q: 3 clusters Score -4702868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -4702865.000000 Penalty: 5171.837402
	Iteration 66Q: 3 clusters Score -4702865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -4702865.000000 Penalty: 5171.837402
	Iteration 67Q: 3 clusters Score -4702865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -4702865.000000 Penalty: 5171.837402
	Iteration 68F: 3 clusters Score -4702865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188065 members 
Mstep: Class 4 contains 3021 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20629 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49127 members 
Mstep: Class 10 contains 35081 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167320 members 
Mstep: Class 16 contains 192442 members 
Mstep: Class 17 contains 138882 members 
Mstep: Class 18 contains 14083 members 
Mstep: Class 19 contains 33762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085048.000000 Penalty: 54213.273438
Iteration 159Q: 17 clusters Score -1.16085e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188079 members 
Mstep: Class 4 contains 3031 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20623 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49147 members 
Mstep: Class 10 contains 35081 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167323 members 
Mstep: Class 16 contains 192392 members 
Mstep: Class 17 contains 138897 members 
Mstep: Class 18 contains 14089 members 
Mstep: Class 19 contains 33751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085176.000000 Penalty: 54213.273438
Iteration 160F: 17 clusters Score -1.160852e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188090 members 
Mstep: Class 4 contains 3040 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20615 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49153 members 
Mstep: Class 10 contains 35081 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167335 members 
Mstep: Class 16 contains 192356 members 
Mstep: Class 17 contains 138903 members 
Mstep: Class 18 contains 14097 members 
Mstep: Class 19 contains 33742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085032.000000 Penalty: 54213.273438
Iteration 161Q: 17 clusters Score -1.16085e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188106 members 
Mstep: Class 4 contains 3049 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20609 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49160 members 
Mstep: Class 10 contains 35078 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167336 members 
Mstep: Class 16 contains 192316 members 
Mstep: Class 17 contains 138919 members 
Mstep: Class 18 contains 14099 members 
Mstep: Class 19 contains 33738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085016.000000 Penalty: 54213.273438
Iteration 162Q: 17 clusters Score -1.16085e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188116 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20606 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49177 members 
Mstep: Class 10 contains 35073 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167343 members 
Mstep: Class 16 contains 192278 members 
Mstep: Class 17 contains 138931 members 
Mstep: Class 18 contains 14102 members 
Mstep: Class 19 contains 33735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085112.000000 Penalty: 54213.273438
Iteration 163Q: 17 clusters Score -1.160851e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188119 members 
Mstep: Class 4 contains 3052 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20604 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49193 members 
Mstep: Class 10 contains 35071 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167353 members 
Mstep: Class 16 contains 192250 members 
Mstep: Class 17 contains 138938 members 
Mstep: Class 18 contains 14103 members 
Mstep: Class 19 contains 33729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085048.000000 Penalty: 54213.273438
Iteration 164Q: 17 clusters Score -1.16085e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188122 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20605 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49203 members 
Mstep: Class 10 contains 35069 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167358 members 
Mstep: Class 16 contains 192239 members 
Mstep: Class 17 contains 138943 members 
Mstep: Class 18 contains 14104 members 
Mstep: Class 19 contains 33714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085096.000000 Penalty: 54213.273438
Iteration 165Q: 17 clusters Score -1.160851e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188122 members 
Mstep: Class 4 contains 3060 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20605 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49217 members 
Mstep: Class 10 contains 35069 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167365 members 
Mstep: Class 16 contains 192210 members 
Mstep: Class 17 contains 138956 members 
Mstep: Class 18 contains 14106 members 
Mstep: Class 19 contains 33703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085128.000000 Penalty: 54213.273438
Iteration 166Q: 17 clusters Score -1.160851e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188124 members 
Mstep: Class 4 contains 3067 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20603 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49227 members 
Mstep: Class 10 contains 35069 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167370 members 
Mstep: Class 16 contains 192181 members 
Mstep: Class 17 contains 138977 members 
Mstep: Class 18 contains 14108 members 
Mstep: Class 19 contains 33691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084864.000000 Penalty: 54213.273438
Iteration 167Q: 17 clusters Score -1.160849e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188123 members 
Mstep: Class 4 contains 3069 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20602 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49239 members 
Mstep: Class 10 contains 35063 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167372 members 
Mstep: Class 16 contains 192149 members 
Mstep: Class 17 contains 139018 members 
Mstep: Class 18 contains 14103 members 
Mstep: Class 19 contains 33681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084976.000000 Penalty: 54213.273438
Iteration 168Q: 17 clusters Score -1.16085e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188127 members 
Mstep: Class 4 contains 3072 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20600 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49249 members 
Mstep: Class 10 contains 35066 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167364 members 
Mstep: Class 16 contains 192120 members 
Mstep: Class 17 contains 139047 members 
Mstep: Class 18 contains 14103 members 
Mstep: Class 19 contains 33671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085016.000000 Penalty: 54213.273438
Iteration 169Q: 17 clusters Score -1.16085e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188148 members 
Mstep: Class 4 contains 3073 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20597 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49257 members 
Mstep: Class 10 contains 35068 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167355 members 
Mstep: Class 16 contains 192099 members 
Mstep: Class 17 contains 139051 members 
Mstep: Class 18 contains 14107 members 
Mstep: Class 19 contains 33664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085080.000000 Penalty: 54213.273438
Iteration 170Q: 17 clusters Score -1.160851e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188153 members 
Mstep: Class 4 contains 3074 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20594 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49265 members 
Mstep: Class 10 contains 35066 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167361 members 
Mstep: Class 16 contains 192079 members 
Mstep: Class 17 contains 139058 members 
Mstep: Class 18 contains 14112 members 
Mstep: Class 19 contains 33657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085184.000000 Penalty: 54213.273438
Iteration 171Q: 17 clusters Score -1.160852e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188175 members 
Mstep: Class 4 contains 3074 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20593 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49277 members 
Mstep: Class 10 contains 35066 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167363 members 
Mstep: Class 16 contains 192049 members 
Mstep: Class 17 contains 139059 members 
Mstep: Class 18 contains 14111 members 
Mstep: Class 19 contains 33653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085184.000000 Penalty: 54213.273438
Iteration 172Q: 17 clusters Score -1.160852e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188186 members 
Mstep: Class 4 contains 3074 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20591 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49293 members 
Mstep: Class 10 contains 35063 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167370 members 
Mstep: Class 16 contains 192028 members 
Mstep: Class 17 contains 139063 members 
Mstep: Class 18 contains 14106 members 
Mstep: Class 19 contains 33647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085136.000000 Penalty: 54213.273438
Iteration 173Q: 17 clusters Score -1.160851e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188192 members 
Mstep: Class 4 contains 3074 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20587 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49296 members 
Mstep: Class 10 contains 35062 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167381 members 
Mstep: Class 16 contains 192012 members 
Mstep: Class 17 contains 139074 members 
Mstep: Class 18 contains 14106 members 
Mstep: Class 19 contains 33639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085160.000000 Penalty: 54213.273438
Iteration 174Q: 17 clusters Score -1.160852e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188186 members 
Mstep: Class 4 contains 3075 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20589 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49302 members 
Mstep: Class 10 contains 35060 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167392 members 
Mstep: Class 16 contains 191990 members 
Mstep: Class 17 contains 139093 members 
Mstep: Class 18 contains 14105 members 
Mstep: Class 19 contains 33631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085144.000000 Penalty: 54213.273438
Iteration 175Q: 17 clusters Score -1.160851e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188183 members 
Mstep: Class 4 contains 3077 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20584 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49304 members 
Mstep: Class 10 contains 35059 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167408 members 
Mstep: Class 16 contains 191977 members 
Mstep: Class 17 contains 139111 members 
Mstep: Class 18 contains 14104 members 
Mstep: Class 19 contains 33616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085152.000000 Penalty: 54213.273438
Iteration 176Q: 17 clusters Score -1.160852e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188172 members 
Mstep: Class 4 contains 3078 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20580 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49304 members 
Mstep: Class 10 contains 35061 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167415 members 
Mstep: Class 16 contains 191973 members 
Mstep: Class 17 contains 139130 members 
Mstep: Class 18 contains 14104 members 
Mstep: Class 19 contains 33608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085120.000000 Penalty: 54213.273438
Iteration 177Q: 17 clusters Score -1.160851e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188175 members 
Mstep: Class 4 contains 3081 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20576 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49308 members 
Mstep: Class 10 contains 35060 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167425 members 
Mstep: Class 16 contains 191961 members 
Mstep: Class 17 contains 139135 members 
Mstep: Class 18 contains 14105 members 
Mstep: Class 19 contains 33598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085096.000000 Penalty: 54213.273438
Iteration 178Q: 17 clusters Score -1.160851e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188179 members 
Mstep: Class 4 contains 3085 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20574 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49308 members 
Mstep: Class 10 contains 35057 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167428 members 
Mstep: Class 16 contains 191950 members 
Mstep: Class 17 contains 139147 members 
Mstep: Class 18 contains 14109 members 
Mstep: Class 19 contains 33586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085104.000000 Penalty: 54213.273438
Iteration 179Q: 17 clusters Score -1.160851e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188171 members 
Mstep: Class 4 contains 3090 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20573 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49308 members 
Mstep: Class 10 contains 35057 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167434 members 
Mstep: Class 16 contains 191943 members 
Mstep: Class 17 contains 139157 members 
Mstep: Class 18 contains 14115 members 
Mstep: Class 19 contains 33574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085120.000000 Penalty: 54213.273438
Iteration 180F: 17 clusters Score -1.160851e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188176 members 
Mstep: Class 4 contains 3092 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20572 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49306 members 
Mstep: Class 10 contains 35059 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167439 members 
Mstep: Class 16 contains 191931 members 
Mstep: Class 17 contains 139173 members 
Mstep: Class 18 contains 14117 members 
Mstep: Class 19 contains 33560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085200.000000 Penalty: 54213.273438
Iteration 181Q: 17 clusters Score -1.160852e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188172 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20569 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49307 members 
Mstep: Class 10 contains 35059 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167441 members 
Mstep: Class 16 contains 191926 members 
Mstep: Class 17 contains 139186 members 
Mstep: Class 18 contains 14121 members 
Mstep: Class 19 contains 33552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085184.000000 Penalty: 54213.273438
Iteration 182Q: 17 clusters Score -1.160852e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188167 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49308 members 
Mstep: Class 10 contains 35059 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167452 members 
Mstep: Class 16 contains 191928 members 
Mstep: Class 17 contains 139183 members 
Mstep: Class 18 contains 14129 members 
Mstep: Class 19 contains 33545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085136.000000 Penalty: 54213.273438
Iteration 183Q: 17 clusters Score -1.160851e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188156 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20564 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49310 members 
Mstep: Class 10 contains 35060 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167459 members 
Mstep: Class 16 contains 191931 members 
Mstep: Class 17 contains 139185 members 
Mstep: Class 18 contains 14131 members 
Mstep: Class 19 contains 33540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085192.000000 Penalty: 54213.273438
Iteration 184Q: 17 clusters Score -1.160852e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188153 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49311 members 
Mstep: Class 10 contains 35060 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167457 members 
Mstep: Class 16 contains 191937 members 
Mstep: Class 17 contains 139193 members 
Mstep: Class 18 contains 14134 members 
Mstep: Class 19 contains 33534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085256.000000 Penalty: 54213.273438
Iteration 185Q: 17 clusters Score -1.160853e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188153 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49313 members 
Mstep: Class 10 contains 35059 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167456 members 
Mstep: Class 16 contains 191939 members 
Mstep: Class 17 contains 139190 members 
Mstep: Class 18 contains 14138 members 
Mstep: Class 19 contains 33530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085296.000000 Penalty: 54213.273438
Iteration 186Q: 17 clusters Score -1.160853e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188160 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49316 members 
Mstep: Class 10 contains 35059 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167451 members 
Mstep: Class 16 contains 191934 members 
Mstep: Class 17 contains 139190 members 
Mstep: Class 18 contains 14143 members 
Mstep: Class 19 contains 33527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085304.000000 Penalty: 54213.273438
Iteration 187Q: 17 clusters Score -1.160853e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188169 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20556 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49319 members 
Mstep: Class 10 contains 35060 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167447 members 
Mstep: Class 16 contains 191921 members 
Mstep: Class 17 contains 139197 members 
Mstep: Class 18 contains 14146 members 
Mstep: Class 19 contains 33524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085312.000000 Penalty: 54213.273438
Iteration 188Q: 17 clusters Score -1.160853e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188173 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20553 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49322 members 
Mstep: Class 10 contains 35060 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167455 members 
Mstep: Class 16 contains 191912 members 
Mstep: Class 17 contains 139195 members 
Mstep: Class 18 contains 14151 members 
Mstep: Class 19 contains 33519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085320.000000 Penalty: 54213.273438
Iteration 189Q: 17 clusters Score -1.160853e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188166 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20553 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49323 members 
Mstep: Class 10 contains 35061 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167461 members 
Mstep: Class 16 contains 191912 members 
Mstep: Class 17 contains 139200 members 
Mstep: Class 18 contains 14155 members 
Mstep: Class 19 contains 33510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085408.000000 Penalty: 54213.273438
Iteration 190Q: 17 clusters Score -1.160854e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188168 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20553 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49326 members 
Mstep: Class 10 contains 35064 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167456 members 
Mstep: Class 16 contains 191904 members 
Mstep: Class 17 contains 139203 members 
Mstep: Class 18 contains 14160 members 
Mstep: Class 19 contains 33507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085352.000000 Penalty: 54213.273438
Iteration 191Q: 17 clusters Score -1.160854e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188171 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20551 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49329 members 
Mstep: Class 10 contains 35070 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167457 members 
Mstep: Class 16 contains 191893 members 
Mstep: Class 17 contains 139198 members 
Mstep: Class 18 contains 14167 members 
Mstep: Class 19 contains 33504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085384.000000 Penalty: 54213.273438
Iteration 192Q: 17 clusters Score -1.160854e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188163 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20551 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49334 members 
Mstep: Class 10 contains 35071 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167457 members 
Mstep: Class 16 contains 191891 members 
Mstep: Class 17 contains 139197 members 
Mstep: Class 18 contains 14175 members 
Mstep: Class 19 contains 33502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085400.000000 Penalty: 54213.273438
Iteration 193Q: 17 clusters Score -1.160854e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188159 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20552 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49336 members 
Mstep: Class 10 contains 35072 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167461 members 
Mstep: Class 16 contains 191883 members 
Mstep: Class 17 contains 139203 members 
Mstep: Class 18 contains 14178 members 
Mstep: Class 19 contains 33498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085520.000000 Penalty: 54213.273438
Iteration 194Q: 17 clusters Score -1.160855e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188157 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49341 members 
Mstep: Class 10 contains 35073 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167466 members 
Mstep: Class 16 contains 191875 members 
Mstep: Class 17 contains 139203 members 
Mstep: Class 18 contains 14180 members 
Mstep: Class 19 contains 33494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085424.000000 Penalty: 54213.273438
Iteration 195Q: 17 clusters Score -1.160854e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188170 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20552 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49345 members 
Mstep: Class 10 contains 35070 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167469 members 
Mstep: Class 16 contains 191860 members 
Mstep: Class 17 contains 139205 members 
Mstep: Class 18 contains 14181 members 
Mstep: Class 19 contains 33490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085544.000000 Penalty: 54213.273438
Iteration 196Q: 17 clusters Score -1.160855e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188175 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49347 members 
Mstep: Class 10 contains 35070 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167472 members 
Mstep: Class 16 contains 191850 members 
Mstep: Class 17 contains 139207 members 
Mstep: Class 18 contains 14184 members 
Mstep: Class 19 contains 33487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085640.000000 Penalty: 54213.273438
Iteration 197Q: 17 clusters Score -1.160856e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188183 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20549 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49350 members 
Mstep: Class 10 contains 35070 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167476 members 
Mstep: Class 16 contains 191837 members 
Mstep: Class 17 contains 139209 members 
Mstep: Class 18 contains 14186 members 
Mstep: Class 19 contains 33482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085560.000000 Penalty: 54213.273438
Iteration 198Q: 17 clusters Score -1.160856e+08 nChanged 35
Entering ConstructFrom: 
Score: -116085560.000000 Penalty: 54213.273438
Entering ConstructFrom: 
Trying to split cluster 1 (11501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Entering Unmasked Estep 
Score: -1507279.000000 Penalty: 2318.846924
	Iteration 0F: 2 clusters Score -1507279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1498670.125000 Penalty: 4637.693848
	Iteration 0F: 3 clusters Score -1498670 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1501378.500000 Penalty: 4637.693848
	Iteration 1F: 3 clusters Score -1501378 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1501721.000000 Penalty: 4637.693848
	Iteration 2F: 3 clusters Score -1501721 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1501966.625000 Penalty: 4637.693848
	Iteration 3F: 3 clusters Score -1501967 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1502168.500000 Penalty: 4637.693848
	Iteration 4Q: 3 clusters Score -1502168 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1502355.375000 Penalty: 4637.693848
	Iteration 5Q: 3 clusters Score -1502355 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1502520.250000 Penalty: 4637.693848
	Iteration 6Q: 3 clusters Score -1502520 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1502719.250000 Penalty: 4637.693848
	Iteration 7Q: 3 clusters Score -1502719 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1502948.500000 Penalty: 4637.693848
	Iteration 8Q: 3 clusters Score -1502948 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1503201.250000 Penalty: 4637.693848
	Iteration 9Q: 3 clusters Score -1503201 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1503502.000000 Penalty: 4637.693848
	Iteration 10Q: 3 clusters Score -1503502 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1503866.500000 Penalty: 4637.693848
	Iteration 11Q: 3 clusters Score -1503866 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1504226.625000 Penalty: 4637.693848
	Iteration 12Q: 3 clusters Score -1504227 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1504598.125000 Penalty: 4637.693848
	Iteration 13Q: 3 clusters Score -1504598 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1504966.000000 Penalty: 4637.693848
	Iteration 14Q: 3 clusters Score -1504966 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1505204.750000 Penalty: 4637.693848
	Iteration 15Q: 3 clusters Score -1505205 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1505379.750000 Penalty: 4637.693848
	Iteration 16Q: 3 clusters Score -1505380 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1505497.750000 Penalty: 4637.693848
	Iteration 17Q: 3 clusters Score -1505498 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1505576.500000 Penalty: 4637.693848
	Iteration 18Q: 3 clusters Score -1505576 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1505624.250000 Penalty: 4637.693848
	Iteration 19Q: 3 clusters Score -1505624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1505656.875000 Penalty: 4637.693848
	Iteration 20F: 3 clusters Score -1505657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1505675.875000 Penalty: 4637.693848
	Iteration 21Q: 3 clusters Score -1505676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1505683.000000 Penalty: 4637.693848
	Iteration 22Q: 3 clusters Score -1505683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1505697.375000 Penalty: 4637.693848
	Iteration 23Q: 3 clusters Score -1505697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1505707.125000 Penalty: 4637.693848
	Iteration 24Q: 3 clusters Score -1505707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1505712.625000 Penalty: 4637.693848
	Iteration 25Q: 3 clusters Score -1505713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1505717.000000 Penalty: 4637.693848
	Iteration 26Q: 3 clusters Score -1505717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1505721.250000 Penalty: 4637.693848
	Iteration 27Q: 3 clusters Score -1505721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1505725.375000 Penalty: 4637.693848
	Iteration 28Q: 3 clusters Score -1505725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1505725.375000 Penalty: 4637.693848
	Iteration 29F: 3 clusters Score -1505725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -64744.757812 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -64744.76 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 286 members 
Entering Unmasked Estep 
Score: -63278.636719 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -63278.64 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63675.722656 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -63675.72 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63964.371094 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -63964.37 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64223.812500 Penalty: 3137.770020
	Iteration 3F: 3 clusters Score -64223.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64333.855469 Penalty: 3137.770020
	Iteration 4Q: 3 clusters Score -64333.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -64442.839844 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -64442.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -64506.644531 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -64506.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -64552.015625 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -64552.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -64574.804688 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -64574.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -64597.230469 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -64597.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -64598.671875 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -64598.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64602.265625 Penalty: 3137.770020
	Iteration 11Q: 3 clusters Score -64602.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -64605.769531 Penalty: 3137.770020
	Iteration 12Q: 3 clusters Score -64605.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -64614.308594 Penalty: 3137.770020
	Iteration 13F: 3 clusters Score -64614.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -64712.707031 Penalty: 3137.770020
	Iteration 14Q: 3 clusters Score -64712.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -64734.796875 Penalty: 3137.770020
	Iteration 15Q: 3 clusters Score -64734.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -64748.433594 Penalty: 3137.770020
	Iteration 16Q: 3 clusters Score -64748.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -64767.218750 Penalty: 3137.770020
	Iteration 17Q: 3 clusters Score -64767.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -64769.589844 Penalty: 3137.770020
	Iteration 18Q: 3 clusters Score -64769.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -64773.105469 Penalty: 3137.770020
	Iteration 19Q: 3 clusters Score -64773.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -64776.082031 Penalty: 3137.770020
	Iteration 20F: 3 clusters Score -64776.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 192 members 
Mstep: Class 3 contains 188191 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20547 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49355 members 
Mstep: Class 10 contains 35069 members 
Mstep: Class 11 contains 367 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167475 members 
Mstep: Class 16 contains 191827 members 
Mstep: Class 17 contains 139212 members 
Mstep: Class 18 contains 14188 members 
Mstep: Class 19 contains 33478 members 
Entering Unmasked Estep 
Score: -116083872.000000 Penalty: 57601.605469
Splitting cluster 2 changes total score from -116085560.000000 to -116083872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (188191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188191 members 
Entering Unmasked Estep 
Score: -25810532.000000 Penalty: 3012.012939
	Iteration 0F: 2 clusters Score -2.581053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93952 members 
Mstep: Class 2 contains 94239 members 
Entering Unmasked Estep 
Score: -25689810.000000 Penalty: 6024.025879
	Iteration 0F: 3 clusters Score -2.568981e+07 nChanged 90465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91917 members 
Mstep: Class 2 contains 96274 members 
Entering Unmasked Estep 
Score: -25743072.000000 Penalty: 6024.025879
	Iteration 1F: 3 clusters Score -2.574307e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90792 members 
Mstep: Class 2 contains 97399 members 
Entering Unmasked Estep 
Score: -25744204.000000 Penalty: 6024.025879
	Iteration 2Q: 3 clusters Score -2.57442e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88934 members 
Mstep: Class 2 contains 99257 members 
Entering Unmasked Estep 
Score: -25745504.000000 Penalty: 6024.025879
	Iteration 3Q: 3 clusters Score -2.57455e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85985 members 
Mstep: Class 2 contains 102206 members 
Entering Unmasked Estep 
Score: -25747520.000000 Penalty: 6024.025879
	Iteration 4Q: 3 clusters Score -2.574752e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81665 members 
Mstep: Class 2 contains 106526 members 
Entering Unmasked Estep 
Score: -25750846.000000 Penalty: 6024.025879
	Iteration 5Q: 3 clusters Score -2.575085e+07 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75365 members 
Mstep: Class 2 contains 112826 members 
Entering Unmasked Estep 
Score: -25756506.000000 Penalty: 6024.025879
	Iteration 6F: 3 clusters Score -2.575651e+07 nChanged 12082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66917 members 
Mstep: Class 2 contains 121274 members 
Entering Unmasked Estep 
Score: -25765382.000000 Penalty: 6024.025879
	Iteration 7F: 3 clusters Score -2.576538e+07 nChanged 13454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 130886 members 
Entering Unmasked Estep 
Score: -25777146.000000 Penalty: 6024.025879
	Iteration 8F: 3 clusters Score -2.577715e+07 nChanged 12563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 139457 members 
Entering Unmasked Estep 
Score: -25788252.000000 Penalty: 6024.025879
	Iteration 9F: 3 clusters Score -2.578825e+07 nChanged 9657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 145532 members 
Entering Unmasked Estep 
Score: -25795194.000000 Penalty: 6024.025879
	Iteration 10F: 3 clusters Score -2.579519e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 149938 members 
Entering Unmasked Estep 
Score: -25798476.000000 Penalty: 6024.025879
	Iteration 11Q: 3 clusters Score -2.579848e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 153851 members 
Entering Unmasked Estep 
Score: -25800298.000000 Penalty: 6024.025879
	Iteration 12Q: 3 clusters Score -2.58003e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 157520 members 
Entering Unmasked Estep 
Score: -25802014.000000 Penalty: 6024.025879
	Iteration 13Q: 3 clusters Score -2.580201e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 161059 members 
Entering Unmasked Estep 
Score: -25803280.000000 Penalty: 6024.025879
	Iteration 14Q: 3 clusters Score -2.580328e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 164297 members 
Entering Unmasked Estep 
Score: -25804424.000000 Penalty: 6024.025879
	Iteration 15Q: 3 clusters Score -2.580442e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 167334 members 
Entering Unmasked Estep 
Score: -25805690.000000 Penalty: 6024.025879
	Iteration 16Q: 3 clusters Score -2.580569e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 170144 members 
Entering Unmasked Estep 
Score: -25806678.000000 Penalty: 6024.025879
	Iteration 17Q: 3 clusters Score -2.580668e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 172465 members 
Entering Unmasked Estep 
Score: -25807244.000000 Penalty: 6024.025879
	Iteration 18Q: 3 clusters Score -2.580724e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 174439 members 
Entering Unmasked Estep 
Score: -25807798.000000 Penalty: 6024.025879
	Iteration 19Q: 3 clusters Score -2.58078e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 176068 members 
Entering Unmasked Estep 
Score: -25808396.000000 Penalty: 6024.025879
	Iteration 20F: 3 clusters Score -2.58084e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 177438 members 
Entering Unmasked Estep 
Score: -25808576.000000 Penalty: 6024.025879
	Iteration 21Q: 3 clusters Score -2.580858e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 178507 members 
Entering Unmasked Estep 
Score: -25808728.000000 Penalty: 6024.025879
	Iteration 22Q: 3 clusters Score -2.580873e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 179393 members 
Entering Unmasked Estep 
Score: -25808834.000000 Penalty: 6024.025879
	Iteration 23Q: 3 clusters Score -2.580883e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 180132 members 
Entering Unmasked Estep 
Score: -25808980.000000 Penalty: 6024.025879
	Iteration 24Q: 3 clusters Score -2.580898e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 180756 members 
Entering Unmasked Estep 
Score: -25809048.000000 Penalty: 6024.025879
	Iteration 25Q: 3 clusters Score -2.580905e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 181254 members 
Entering Unmasked Estep 
Score: -25809040.000000 Penalty: 6024.025879
	Iteration 26Q: 3 clusters Score -2.580904e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 181653 members 
Entering Unmasked Estep 
Score: -25809004.000000 Penalty: 6024.025879
	Iteration 27Q: 3 clusters Score -2.5809e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 182006 members 
Entering Unmasked Estep 
Score: -25809106.000000 Penalty: 6024.025879
	Iteration 28Q: 3 clusters Score -2.580911e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 182323 members 
Entering Unmasked Estep 
Score: -25809096.000000 Penalty: 6024.025879
	Iteration 29Q: 3 clusters Score -2.58091e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 182578 members 
Entering Unmasked Estep 
Score: -25809010.000000 Penalty: 6024.025879
	Iteration 30Q: 3 clusters Score -2.580901e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 182781 members 
Entering Unmasked Estep 
Score: -25809018.000000 Penalty: 6024.025879
	Iteration 31Q: 3 clusters Score -2.580902e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 182968 members 
Entering Unmasked Estep 
Score: -25809040.000000 Penalty: 6024.025879
	Iteration 32Q: 3 clusters Score -2.580904e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 183141 members 
Entering Unmasked Estep 
Score: -25809062.000000 Penalty: 6024.025879
	Iteration 33Q: 3 clusters Score -2.580906e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 183276 members 
Entering Unmasked Estep 
Score: -25809050.000000 Penalty: 6024.025879
	Iteration 34Q: 3 clusters Score -2.580905e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 183411 members 
Entering Unmasked Estep 
Score: -25809042.000000 Penalty: 6024.025879
	Iteration 35Q: 3 clusters Score -2.580904e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 183523 members 
Entering Unmasked Estep 
Score: -25808990.000000 Penalty: 6024.025879
	Iteration 36Q: 3 clusters Score -2.580899e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 183618 members 
Entering Unmasked Estep 
Score: -25809004.000000 Penalty: 6024.025879
	Iteration 37Q: 3 clusters Score -2.5809e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 183708 members 
Entering Unmasked Estep 
Score: -25809056.000000 Penalty: 6024.025879
	Iteration 38Q: 3 clusters Score -2.580906e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 183776 members 
Entering Unmasked Estep 
Score: -25809108.000000 Penalty: 6024.025879
	Iteration 39Q: 3 clusters Score -2.580911e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 183826 members 
Entering Unmasked Estep 
Score: -25809120.000000 Penalty: 6024.025879
	Iteration 40F: 3 clusters Score -2.580912e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 183876 members 
Entering Unmasked Estep 
Score: -25809098.000000 Penalty: 6024.025879
	Iteration 41Q: 3 clusters Score -2.58091e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 183930 members 
Entering Unmasked Estep 
Score: -25809084.000000 Penalty: 6024.025879
	Iteration 42Q: 3 clusters Score -2.580908e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 183979 members 
Entering Unmasked Estep 
Score: -25809102.000000 Penalty: 6024.025879
	Iteration 43Q: 3 clusters Score -2.58091e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 184017 members 
Entering Unmasked Estep 
Score: -25809146.000000 Penalty: 6024.025879
	Iteration 44Q: 3 clusters Score -2.580915e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 184062 members 
Entering Unmasked Estep 
Score: -25809102.000000 Penalty: 6024.025879
	Iteration 45Q: 3 clusters Score -2.58091e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 184098 members 
Entering Unmasked Estep 
Score: -25809112.000000 Penalty: 6024.025879
	Iteration 46Q: 3 clusters Score -2.580911e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 184141 members 
Entering Unmasked Estep 
Score: -25809138.000000 Penalty: 6024.025879
	Iteration 47Q: 3 clusters Score -2.580914e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 184192 members 
Entering Unmasked Estep 
Score: -25809124.000000 Penalty: 6024.025879
	Iteration 48Q: 3 clusters Score -2.580912e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 184228 members 
Entering Unmasked Estep 
Score: -25809178.000000 Penalty: 6024.025879
	Iteration 49Q: 3 clusters Score -2.580918e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 184259 members 
Entering Unmasked Estep 
Score: -25809178.000000 Penalty: 6024.025879
	Iteration 50Q: 3 clusters Score -2.580918e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 184284 members 
Entering Unmasked Estep 
Score: -25809238.000000 Penalty: 6024.025879
	Iteration 51Q: 3 clusters Score -2.580924e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 184312 members 
Entering Unmasked Estep 
Score: -25809222.000000 Penalty: 6024.025879
	Iteration 52Q: 3 clusters Score -2.580922e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 184335 members 
Entering Unmasked Estep 
Score: -25809236.000000 Penalty: 6024.025879
	Iteration 53Q: 3 clusters Score -2.580924e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 184353 members 
Entering Unmasked Estep 
Score: -25809218.000000 Penalty: 6024.025879
	Iteration 54Q: 3 clusters Score -2.580922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 184363 members 
Entering Unmasked Estep 
Score: -25809224.000000 Penalty: 6024.025879
	Iteration 55Q: 3 clusters Score -2.580922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 184378 members 
Entering Unmasked Estep 
Score: -25809240.000000 Penalty: 6024.025879
	Iteration 56Q: 3 clusters Score -2.580924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 184386 members 
Entering Unmasked Estep 
Score: -25809232.000000 Penalty: 6024.025879
	Iteration 57Q: 3 clusters Score -2.580923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 184391 members 
Entering Unmasked Estep 
Score: -25809244.000000 Penalty: 6024.025879
	Iteration 58Q: 3 clusters Score -2.580924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 184400 members 
Entering Unmasked Estep 
Score: -25809234.000000 Penalty: 6024.025879
	Iteration 59Q: 3 clusters Score -2.580923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 184408 members 
Entering Unmasked Estep 
Score: -25809236.000000 Penalty: 6024.025879
	Iteration 60F: 3 clusters Score -2.580924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 184415 members 
Entering Unmasked Estep 
Score: -25809232.000000 Penalty: 6024.025879
	Iteration 61Q: 3 clusters Score -2.580923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 184420 members 
Entering Unmasked Estep 
Score: -25809224.000000 Penalty: 6024.025879
	Iteration 62Q: 3 clusters Score -2.580922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 184430 members 
Entering Unmasked Estep 
Score: -25809214.000000 Penalty: 6024.025879
	Iteration 63Q: 3 clusters Score -2.580921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 184442 members 
Entering Unmasked Estep 
Score: -25809220.000000 Penalty: 6024.025879
	Iteration 64Q: 3 clusters Score -2.580922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 184452 members 
Entering Unmasked Estep 
Score: -25809220.000000 Penalty: 6024.025879
	Iteration 65Q: 3 clusters Score -2.580922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 184462 members 
Entering Unmasked Estep 
Score: -25809196.000000 Penalty: 6024.025879
	Iteration 66Q: 3 clusters Score -2.58092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 184467 members 
Entering Unmasked Estep 
Score: -25809220.000000 Penalty: 6024.025879
	Iteration 67Q: 3 clusters Score -2.580922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 184470 members 
Entering Unmasked Estep 
Score: -25809206.000000 Penalty: 6024.025879
	Iteration 68Q: 3 clusters Score -2.580921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 184476 members 
Entering Unmasked Estep 
Score: -25809218.000000 Penalty: 6024.025879
	Iteration 69Q: 3 clusters Score -2.580922e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 184489 members 
Entering Unmasked Estep 
Score: -25809226.000000 Penalty: 6024.025879
	Iteration 70Q: 3 clusters Score -2.580923e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 184499 members 
Entering Unmasked Estep 
Score: -25809214.000000 Penalty: 6024.025879
	Iteration 71Q: 3 clusters Score -2.580921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 184509 members 
Entering Unmasked Estep 
Score: -25809190.000000 Penalty: 6024.025879
	Iteration 72Q: 3 clusters Score -2.580919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 184514 members 
Entering Unmasked Estep 
Score: -25809196.000000 Penalty: 6024.025879
	Iteration 73Q: 3 clusters Score -2.58092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 184518 members 
Entering Unmasked Estep 
Score: -25809194.000000 Penalty: 6024.025879
	Iteration 74Q: 3 clusters Score -2.580919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 184523 members 
Entering Unmasked Estep 
Score: -25809198.000000 Penalty: 6024.025879
	Iteration 75Q: 3 clusters Score -2.58092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 184528 members 
Entering Unmasked Estep 
Score: -25809204.000000 Penalty: 6024.025879
	Iteration 76Q: 3 clusters Score -2.58092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 184535 members 
Entering Unmasked Estep 
Score: -25809194.000000 Penalty: 6024.025879
	Iteration 77Q: 3 clusters Score -2.580919e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 184541 members 
Entering Unmasked Estep 
Score: -25809208.000000 Penalty: 6024.025879
	Iteration 78Q: 3 clusters Score -2.580921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 184546 members 
Entering Unmasked Estep 
Score: -25809180.000000 Penalty: 6024.025879
	Iteration 79Q: 3 clusters Score -2.580918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 184550 members 
Entering Unmasked Estep 
Score: -25809190.000000 Penalty: 6024.025879
	Iteration 80F: 3 clusters Score -2.580919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 184555 members 
Entering Unmasked Estep 
Score: -25809194.000000 Penalty: 6024.025879
	Iteration 81Q: 3 clusters Score -2.580919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 184557 members 
Entering Unmasked Estep 
Score: -25809202.000000 Penalty: 6024.025879
	Iteration 82Q: 3 clusters Score -2.58092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 184558 members 
Entering Unmasked Estep 
Score: -25809190.000000 Penalty: 6024.025879
	Iteration 83Q: 3 clusters Score -2.580919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 184560 members 
Entering Unmasked Estep 
Score: -25809174.000000 Penalty: 6024.025879
	Iteration 84Q: 3 clusters Score -2.580917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 184561 members 
Entering Unmasked Estep 
Score: -25809182.000000 Penalty: 6024.025879
	Iteration 85Q: 3 clusters Score -2.580918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 184563 members 
Entering Unmasked Estep 
Score: -25809178.000000 Penalty: 6024.025879
	Iteration 86Q: 3 clusters Score -2.580918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 184567 members 
Entering Unmasked Estep 
Score: -25809158.000000 Penalty: 6024.025879
	Iteration 87Q: 3 clusters Score -2.580916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 184569 members 
Entering Unmasked Estep 
Score: -25809168.000000 Penalty: 6024.025879
	Iteration 88Q: 3 clusters Score -2.580917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 184570 members 
Entering Unmasked Estep 
Score: -25809174.000000 Penalty: 6024.025879
	Iteration 89Q: 3 clusters Score -2.580917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 184572 members 
Entering Unmasked Estep 
Score: -25809180.000000 Penalty: 6024.025879
	Iteration 90Q: 3 clusters Score -2.580918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 184574 members 
Entering Unmasked Estep 
Score: -25809174.000000 Penalty: 6024.025879
	Iteration 91Q: 3 clusters Score -2.580917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 184575 members 
Entering Unmasked Estep 
Score: -25809168.000000 Penalty: 6024.025879
	Iteration 92Q: 3 clusters Score -2.580917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 184575 members 
Entering Unmasked Estep 
Score: -25809168.000000 Penalty: 6024.025879
	Iteration 93F: 3 clusters Score -2.580917e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Entering Unmasked Estep 
Score: -407031.125000 Penalty: 1993.150391
	Iteration 0F: 2 clusters Score -407031.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -403735.656250 Penalty: 3986.300781
	Iteration 0F: 3 clusters Score -403735.7 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -404455.343750 Penalty: 3986.300781
	Iteration 1F: 3 clusters Score -404455.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -404642.750000 Penalty: 3986.300781
	Iteration 2F: 3 clusters Score -404642.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -404769.843750 Penalty: 3986.300781
	Iteration 3Q: 3 clusters Score -404769.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -404851.750000 Penalty: 3986.300781
	Iteration 4Q: 3 clusters Score -404851.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -404907.281250 Penalty: 3986.300781
	Iteration 5Q: 3 clusters Score -404907.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -404955.468750 Penalty: 3986.300781
	Iteration 6Q: 3 clusters Score -404955.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -405001.093750 Penalty: 3986.300781
	Iteration 7Q: 3 clusters Score -405001.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -405044.093750 Penalty: 3986.300781
	Iteration 8Q: 3 clusters Score -405044.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -405079.156250 Penalty: 3986.300781
	Iteration 9Q: 3 clusters Score -405079.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -405104.281250 Penalty: 3986.300781
	Iteration 10Q: 3 clusters Score -405104.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -405128.062500 Penalty: 3986.300781
	Iteration 11Q: 3 clusters Score -405128.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -405148.250000 Penalty: 3986.300781
	Iteration 12Q: 3 clusters Score -405148.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -405169.062500 Penalty: 3986.300781
	Iteration 13Q: 3 clusters Score -405169.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -405184.093750 Penalty: 3986.300781
	Iteration 14Q: 3 clusters Score -405184.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -405195.562500 Penalty: 3986.300781
	Iteration 15Q: 3 clusters Score -405195.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -405213.000000 Penalty: 3986.300781
	Iteration 16Q: 3 clusters Score -405213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -405223.468750 Penalty: 3986.300781
	Iteration 17Q: 3 clusters Score -405223.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -405232.593750 Penalty: 3986.300781
	Iteration 18Q: 3 clusters Score -405232.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -405245.343750 Penalty: 3986.300781
	Iteration 19Q: 3 clusters Score -405245.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -405259.281250 Penalty: 3986.300781
	Iteration 20F: 3 clusters Score -405259.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -405269.031250 Penalty: 3986.300781
	Iteration 21Q: 3 clusters Score -405269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -405277.000000 Penalty: 3986.300781
	Iteration 22Q: 3 clusters Score -405277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -405284.125000 Penalty: 3986.300781
	Iteration 23Q: 3 clusters Score -405284.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -405294.625000 Penalty: 3986.300781
	Iteration 24Q: 3 clusters Score -405294.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -405302.093750 Penalty: 3986.300781
	Iteration 25Q: 3 clusters Score -405302.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -405306.187500 Penalty: 3986.300781
	Iteration 26Q: 3 clusters Score -405306.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -405310.875000 Penalty: 3986.300781
	Iteration 27Q: 3 clusters Score -405310.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -405317.625000 Penalty: 3986.300781
	Iteration 28Q: 3 clusters Score -405317.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -405325.406250 Penalty: 3986.300781
	Iteration 29Q: 3 clusters Score -405325.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -405328.781250 Penalty: 3986.300781
	Iteration 30Q: 3 clusters Score -405328.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -405330.531250 Penalty: 3986.300781
	Iteration 31Q: 3 clusters Score -405330.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -405332.968750 Penalty: 3986.300781
	Iteration 32Q: 3 clusters Score -405333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -405335.031250 Penalty: 3986.300781
	Iteration 33Q: 3 clusters Score -405335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -405340.812500 Penalty: 3986.300781
	Iteration 34Q: 3 clusters Score -405340.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -405346.812500 Penalty: 3986.300781
	Iteration 35Q: 3 clusters Score -405346.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -405351.812500 Penalty: 3986.300781
	Iteration 36Q: 3 clusters Score -405351.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -405357.312500 Penalty: 3986.300781
	Iteration 37Q: 3 clusters Score -405357.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -405364.562500 Penalty: 3986.300781
	Iteration 38Q: 3 clusters Score -405364.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -405367.156250 Penalty: 3986.300781
	Iteration 39Q: 3 clusters Score -405367.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -405368.187500 Penalty: 3986.300781
	Iteration 40F: 3 clusters Score -405368.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -405372.062500 Penalty: 3986.300781
	Iteration 41Q: 3 clusters Score -405372.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -405376.156250 Penalty: 3986.300781
	Iteration 42Q: 3 clusters Score -405376.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -405381.406250 Penalty: 3986.300781
	Iteration 43Q: 3 clusters Score -405381.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -405382.718750 Penalty: 3986.300781
	Iteration 44Q: 3 clusters Score -405382.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -405385.000000 Penalty: 3986.300781
	Iteration 45Q: 3 clusters Score -405385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -405385.531250 Penalty: 3986.300781
	Iteration 46Q: 3 clusters Score -405385.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -405387.531250 Penalty: 3986.300781
	Iteration 47Q: 3 clusters Score -405387.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -405387.968750 Penalty: 3986.300781
	Iteration 48Q: 3 clusters Score -405388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -405388.468750 Penalty: 3986.300781
	Iteration 49Q: 3 clusters Score -405388.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -405389.687500 Penalty: 3986.300781
	Iteration 50Q: 3 clusters Score -405389.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -405389.687500 Penalty: 3986.300781
	Iteration 51F: 3 clusters Score -405389.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Entering Unmasked Estep 
Score: -145904.781250 Penalty: 1728.041504
	Iteration 0F: 2 clusters Score -145904.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -143935.250000 Penalty: 3456.083008
	Iteration 0F: 3 clusters Score -143935.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -144218.375000 Penalty: 3456.083008
	Iteration 1F: 3 clusters Score -144218.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -144288.593750 Penalty: 3456.083008
	Iteration 2F: 3 clusters Score -144288.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -144331.218750 Penalty: 3456.083008
	Iteration 3Q: 3 clusters Score -144331.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -144353.140625 Penalty: 3456.083008
	Iteration 4Q: 3 clusters Score -144353.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -144361.156250 Penalty: 3456.083008
	Iteration 5Q: 3 clusters Score -144361.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -144368.515625 Penalty: 3456.083008
	Iteration 6Q: 3 clusters Score -144368.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -144374.953125 Penalty: 3456.083008
	Iteration 7Q: 3 clusters Score -144375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -144379.312500 Penalty: 3456.083008
	Iteration 8Q: 3 clusters Score -144379.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -144380.734375 Penalty: 3456.083008
	Iteration 9Q: 3 clusters Score -144380.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -144382.296875 Penalty: 3456.083008
	Iteration 10Q: 3 clusters Score -144382.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -144383.078125 Penalty: 3456.083008
	Iteration 11Q: 3 clusters Score -144383.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -144384.609375 Penalty: 3456.083008
	Iteration 12Q: 3 clusters Score -144384.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -144384.609375 Penalty: 3456.083008
	Iteration 13F: 3 clusters Score -144384.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Entering Unmasked Estep 
Score: -176600.734375 Penalty: 1791.558105
	Iteration 0F: 2 clusters Score -176600.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -174375.187500 Penalty: 3583.116211
	Iteration 0F: 3 clusters Score -174375.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -174767.484375 Penalty: 3583.116211
	Iteration 1F: 3 clusters Score -174767.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -174879.593750 Penalty: 3583.116211
	Iteration 2F: 3 clusters Score -174879.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -174941.453125 Penalty: 3583.116211
	Iteration 3Q: 3 clusters Score -174941.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -174976.062500 Penalty: 3583.116211
	Iteration 4Q: 3 clusters Score -174976.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -175004.203125 Penalty: 3583.116211
	Iteration 5Q: 3 clusters Score -175004.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -175022.484375 Penalty: 3583.116211
	Iteration 6Q: 3 clusters Score -175022.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -175043.578125 Penalty: 3583.116211
	Iteration 7Q: 3 clusters Score -175043.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -175071.078125 Penalty: 3583.116211
	Iteration 8Q: 3 clusters Score -175071.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -175090.640625 Penalty: 3583.116211
	Iteration 9Q: 3 clusters Score -175090.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -175119.687500 Penalty: 3583.116211
	Iteration 10Q: 3 clusters Score -175119.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -175171.843750 Penalty: 3583.116211
	Iteration 11Q: 3 clusters Score -175171.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -175248.500000 Penalty: 3583.116211
	Iteration 12Q: 3 clusters Score -175248.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -175335.531250 Penalty: 3583.116211
	Iteration 13Q: 3 clusters Score -175335.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -175431.703125 Penalty: 3583.116211
	Iteration 14Q: 3 clusters Score -175431.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -175639.718750 Penalty: 3583.116211
	Iteration 15Q: 3 clusters Score -175639.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -176007.312500 Penalty: 3583.116211
	Iteration 16F: 3 clusters Score -176007.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -176548.890625 Penalty: 3583.116211
	Iteration 17F: 3 clusters Score -176548.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -176795.437500 Penalty: 3583.116211
	Iteration 18F: 3 clusters Score -176795.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -176919.171875 Penalty: 3583.116211
	Iteration 19Q: 3 clusters Score -176919.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -176938.312500 Penalty: 3583.116211
	Iteration 20F: 3 clusters Score -176938.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -176954.656250 Penalty: 3583.116211
	Iteration 21Q: 3 clusters Score -176954.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -176967.984375 Penalty: 3583.116211
	Iteration 22Q: 3 clusters Score -176968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -176980.671875 Penalty: 3583.116211
	Iteration 23Q: 3 clusters Score -176980.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -176986.953125 Penalty: 3583.116211
	Iteration 24Q: 3 clusters Score -176987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -176986.953125 Penalty: 3583.116211
	Iteration 25F: 3 clusters Score -176987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188191 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 20547 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49355 members 
Mstep: Class 10 contains 35069 members 
Mstep: Class 11 contains 1038 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167475 members 
Mstep: Class 16 contains 191827 members 
Mstep: Class 17 contains 139212 members 
Mstep: Class 18 contains 14188 members 
Mstep: Class 19 contains 33478 members 
Entering Unmasked Estep 
Score: -116084336.000000 Penalty: 57601.605469
Splitting cluster 6 changes total score from -116085560.000000 to -116084336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (20547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Entering Unmasked Estep 
Score: -2868558.000000 Penalty: 2462.756592
	Iteration 0F: 2 clusters Score -2868558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2854113.750000 Penalty: 4925.513184
	Iteration 0F: 3 clusters Score -2854114 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2858896.250000 Penalty: 4925.513184
	Iteration 1F: 3 clusters Score -2858896 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2859325.250000 Penalty: 4925.513184
	Iteration 2F: 3 clusters Score -2859325 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2859684.250000 Penalty: 4925.513184
	Iteration 3Q: 3 clusters Score -2859684 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2860091.250000 Penalty: 4925.513184
	Iteration 4Q: 3 clusters Score -2860091 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2860560.500000 Penalty: 4925.513184
	Iteration 5Q: 3 clusters Score -2860560 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2861181.750000 Penalty: 4925.513184
	Iteration 6F: 3 clusters Score -2861182 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2861955.000000 Penalty: 4925.513184
	Iteration 7F: 3 clusters Score -2861955 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2862923.500000 Penalty: 4925.513184
	Iteration 8F: 3 clusters Score -2862924 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2863982.500000 Penalty: 4925.513184
	Iteration 9F: 3 clusters Score -2863982 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2864805.500000 Penalty: 4925.513184
	Iteration 10Q: 3 clusters Score -2864806 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2865283.500000 Penalty: 4925.513184
	Iteration 11Q: 3 clusters Score -2865284 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2865534.000000 Penalty: 4925.513184
	Iteration 12Q: 3 clusters Score -2865534 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2865661.000000 Penalty: 4925.513184
	Iteration 13Q: 3 clusters Score -2865661 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2865754.250000 Penalty: 4925.513184
	Iteration 14Q: 3 clusters Score -2865754 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2865831.250000 Penalty: 4925.513184
	Iteration 15Q: 3 clusters Score -2865831 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2865905.000000 Penalty: 4925.513184
	Iteration 16Q: 3 clusters Score -2865905 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2865976.750000 Penalty: 4925.513184
	Iteration 17Q: 3 clusters Score -2865977 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2866018.250000 Penalty: 4925.513184
	Iteration 18Q: 3 clusters Score -2866018 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2866051.250000 Penalty: 4925.513184
	Iteration 19Q: 3 clusters Score -2866051 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2866078.000000 Penalty: 4925.513184
	Iteration 20F: 3 clusters Score -2866078 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2866106.500000 Penalty: 4925.513184
	Iteration 21Q: 3 clusters Score -2866106 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2866137.000000 Penalty: 4925.513184
	Iteration 22Q: 3 clusters Score -2866137 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2866162.000000 Penalty: 4925.513184
	Iteration 23Q: 3 clusters Score -2866162 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2866173.000000 Penalty: 4925.513184
	Iteration 24Q: 3 clusters Score -2866173 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2866201.500000 Penalty: 4925.513184
	Iteration 25Q: 3 clusters Score -2866202 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2866222.750000 Penalty: 4925.513184
	Iteration 26Q: 3 clusters Score -2866223 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2866249.750000 Penalty: 4925.513184
	Iteration 27Q: 3 clusters Score -2866250 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2866275.000000 Penalty: 4925.513184
	Iteration 28Q: 3 clusters Score -2866275 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2866293.500000 Penalty: 4925.513184
	Iteration 29Q: 3 clusters Score -2866294 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2866326.750000 Penalty: 4925.513184
	Iteration 30Q: 3 clusters Score -2866327 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2866337.750000 Penalty: 4925.513184
	Iteration 31Q: 3 clusters Score -2866338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2866357.500000 Penalty: 4925.513184
	Iteration 32Q: 3 clusters Score -2866358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2866371.750000 Penalty: 4925.513184
	Iteration 33Q: 3 clusters Score -2866372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2866378.500000 Penalty: 4925.513184
	Iteration 34Q: 3 clusters Score -2866378 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2866397.500000 Penalty: 4925.513184
	Iteration 35Q: 3 clusters Score -2866398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2866413.750000 Penalty: 4925.513184
	Iteration 36Q: 3 clusters Score -2866414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2866413.750000 Penalty: 4925.513184
	Iteration 37Q: 3 clusters Score -2866414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2866422.500000 Penalty: 4925.513184
	Iteration 38Q: 3 clusters Score -2866422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2866426.500000 Penalty: 4925.513184
	Iteration 39Q: 3 clusters Score -2866426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2866428.000000 Penalty: 4925.513184
	Iteration 40F: 3 clusters Score -2866428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2866432.750000 Penalty: 4925.513184
	Iteration 41Q: 3 clusters Score -2866433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2866431.750000 Penalty: 4925.513184
	Iteration 42Q: 3 clusters Score -2866432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2866439.000000 Penalty: 4925.513184
	Iteration 43Q: 3 clusters Score -2866439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2866448.250000 Penalty: 4925.513184
	Iteration 44Q: 3 clusters Score -2866448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2866452.500000 Penalty: 4925.513184
	Iteration 45Q: 3 clusters Score -2866452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2866449.750000 Penalty: 4925.513184
	Iteration 46Q: 3 clusters Score -2866450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2866458.250000 Penalty: 4925.513184
	Iteration 47Q: 3 clusters Score -2866458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2866450.500000 Penalty: 4925.513184
	Iteration 48Q: 3 clusters Score -2866450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2866451.750000 Penalty: 4925.513184
	Iteration 49Q: 3 clusters Score -2866452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2866459.250000 Penalty: 4925.513184
	Iteration 50Q: 3 clusters Score -2866459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2866461.250000 Penalty: 4925.513184
	Iteration 51Q: 3 clusters Score -2866461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2866461.500000 Penalty: 4925.513184
	Iteration 52Q: 3 clusters Score -2866462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2866466.000000 Penalty: 4925.513184
	Iteration 53Q: 3 clusters Score -2866466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2866466.750000 Penalty: 4925.513184
	Iteration 54Q: 3 clusters Score -2866467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2866466.500000 Penalty: 4925.513184
	Iteration 55Q: 3 clusters Score -2866466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2866472.500000 Penalty: 4925.513184
	Iteration 56Q: 3 clusters Score -2866472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2866473.500000 Penalty: 4925.513184
	Iteration 57Q: 3 clusters Score -2866474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2866477.000000 Penalty: 4925.513184
	Iteration 58Q: 3 clusters Score -2866477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2866474.750000 Penalty: 4925.513184
	Iteration 59Q: 3 clusters Score -2866475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2866475.000000 Penalty: 4925.513184
	Iteration 60F: 3 clusters Score -2866475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2866473.250000 Penalty: 4925.513184
	Iteration 61Q: 3 clusters Score -2866473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2866477.500000 Penalty: 4925.513184
	Iteration 62Q: 3 clusters Score -2866478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2866477.250000 Penalty: 4925.513184
	Iteration 63Q: 3 clusters Score -2866477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2866476.750000 Penalty: 4925.513184
	Iteration 64Q: 3 clusters Score -2866477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2866476.250000 Penalty: 4925.513184
	Iteration 65Q: 3 clusters Score -2866476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2866477.250000 Penalty: 4925.513184
	Iteration 66Q: 3 clusters Score -2866477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2866477.500000 Penalty: 4925.513184
	Iteration 67Q: 3 clusters Score -2866478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2866478.500000 Penalty: 4925.513184
	Iteration 68Q: 3 clusters Score -2866478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2866479.250000 Penalty: 4925.513184
	Iteration 69Q: 3 clusters Score -2866479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2866484.500000 Penalty: 4925.513184
	Iteration 70Q: 3 clusters Score -2866484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2866485.500000 Penalty: 4925.513184
	Iteration 71Q: 3 clusters Score -2866486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2866486.750000 Penalty: 4925.513184
	Iteration 72Q: 3 clusters Score -2866487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2866487.000000 Penalty: 4925.513184
	Iteration 73Q: 3 clusters Score -2866487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2866487.000000 Penalty: 4925.513184
	Iteration 74Q: 3 clusters Score -2866487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2866490.750000 Penalty: 4925.513184
	Iteration 75Q: 3 clusters Score -2866491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2866490.000000 Penalty: 4925.513184
	Iteration 76Q: 3 clusters Score -2866490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2866491.750000 Penalty: 4925.513184
	Iteration 77Q: 3 clusters Score -2866492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2866491.000000 Penalty: 4925.513184
	Iteration 78Q: 3 clusters Score -2866491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2866496.000000 Penalty: 4925.513184
	Iteration 79Q: 3 clusters Score -2866496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2866497.750000 Penalty: 4925.513184
	Iteration 80F: 3 clusters Score -2866498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2866504.500000 Penalty: 4925.513184
	Iteration 81Q: 3 clusters Score -2866504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2866507.000000 Penalty: 4925.513184
	Iteration 82Q: 3 clusters Score -2866507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2866509.250000 Penalty: 4925.513184
	Iteration 83Q: 3 clusters Score -2866509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2866512.750000 Penalty: 4925.513184
	Iteration 84Q: 3 clusters Score -2866513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2866511.500000 Penalty: 4925.513184
	Iteration 85Q: 3 clusters Score -2866512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2866510.750000 Penalty: 4925.513184
	Iteration 86Q: 3 clusters Score -2866511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2866515.500000 Penalty: 4925.513184
	Iteration 87Q: 3 clusters Score -2866516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2866516.250000 Penalty: 4925.513184
	Iteration 88Q: 3 clusters Score -2866516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2866515.750000 Penalty: 4925.513184
	Iteration 89Q: 3 clusters Score -2866516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2866517.250000 Penalty: 4925.513184
	Iteration 90Q: 3 clusters Score -2866517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2866515.500000 Penalty: 4925.513184
	Iteration 91Q: 3 clusters Score -2866516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2866513.250000 Penalty: 4925.513184
	Iteration 92Q: 3 clusters Score -2866513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2866514.500000 Penalty: 4925.513184
	Iteration 93Q: 3 clusters Score -2866514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2866514.500000 Penalty: 4925.513184
	Iteration 94F: 3 clusters Score -2866514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -126533.226562 Penalty: 1711.131348
	Iteration 0F: 2 clusters Score -126533.2 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 508 members 
Entering Unmasked Estep 
Score: -124596.429688 Penalty: 3422.262695
	Iteration 0F: 3 clusters Score -124596.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -124869.304688 Penalty: 3422.262695
	Iteration 1F: 3 clusters Score -124869.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -124933.929688 Penalty: 3422.262695
	Iteration 2F: 3 clusters Score -124933.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -124959.757812 Penalty: 3422.262695
	Iteration 3Q: 3 clusters Score -124959.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -124980.000000 Penalty: 3422.262695
	Iteration 4Q: 3 clusters Score -124980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -124987.984375 Penalty: 3422.262695
	Iteration 5Q: 3 clusters Score -124988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -124995.523438 Penalty: 3422.262695
	Iteration 6Q: 3 clusters Score -124995.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -124997.804688 Penalty: 3422.262695
	Iteration 7Q: 3 clusters Score -124997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -124999.781250 Penalty: 3422.262695
	Iteration 8Q: 3 clusters Score -124999.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -125001.343750 Penalty: 3422.262695
	Iteration 9Q: 3 clusters Score -125001.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -125002.359375 Penalty: 3422.262695
	Iteration 10Q: 3 clusters Score -125002.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -125003.859375 Penalty: 3422.262695
	Iteration 11Q: 3 clusters Score -125003.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -125007.304688 Penalty: 3422.262695
	Iteration 12Q: 3 clusters Score -125007.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -125011.875000 Penalty: 3422.262695
	Iteration 13Q: 3 clusters Score -125011.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -125018.968750 Penalty: 3422.262695
	Iteration 14Q: 3 clusters Score -125019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -125035.921875 Penalty: 3422.262695
	Iteration 15Q: 3 clusters Score -125035.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -125052.617188 Penalty: 3422.262695
	Iteration 16Q: 3 clusters Score -125052.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -125063.992188 Penalty: 3422.262695
	Iteration 17Q: 3 clusters Score -125064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -125071.367188 Penalty: 3422.262695
	Iteration 18Q: 3 clusters Score -125071.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -125081.804688 Penalty: 3422.262695
	Iteration 19Q: 3 clusters Score -125081.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -125089.000000 Penalty: 3422.262695
	Iteration 20F: 3 clusters Score -125089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125097.250000 Penalty: 3422.262695
	Iteration 21Q: 3 clusters Score -125097.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -125104.937500 Penalty: 3422.262695
	Iteration 22Q: 3 clusters Score -125104.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -125106.164062 Penalty: 3422.262695
	Iteration 23Q: 3 clusters Score -125106.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -125108.273438 Penalty: 3422.262695
	Iteration 24Q: 3 clusters Score -125108.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -125110.937500 Penalty: 3422.262695
	Iteration 25Q: 3 clusters Score -125110.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -125112.007812 Penalty: 3422.262695
	Iteration 26Q: 3 clusters Score -125112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -125112.968750 Penalty: 3422.262695
	Iteration 27Q: 3 clusters Score -125113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -125112.968750 Penalty: 3422.262695
	Iteration 28F: 3 clusters Score -125113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (49355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Entering Unmasked Estep 
Score: -6620439.500000 Penalty: 2680.084961
	Iteration 0F: 2 clusters Score -6620440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -6587175.500000 Penalty: 5360.169922
	Iteration 0F: 3 clusters Score -6587176 nChanged 22828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -6599949.500000 Penalty: 5360.169922
	Iteration 1F: 3 clusters Score -6599950 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -6600431.000000 Penalty: 5360.169922
	Iteration 2Q: 3 clusters Score -6600431 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -6600834.500000 Penalty: 5360.169922
	Iteration 3Q: 3 clusters Score -6600834 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -6601246.500000 Penalty: 5360.169922
	Iteration 4Q: 3 clusters Score -6601246 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -6601684.500000 Penalty: 5360.169922
	Iteration 5Q: 3 clusters Score -6601684 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -6602129.500000 Penalty: 5360.169922
	Iteration 6Q: 3 clusters Score -6602130 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -6602761.000000 Penalty: 5360.169922
	Iteration 7Q: 3 clusters Score -6602761 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -6603533.500000 Penalty: 5360.169922
	Iteration 8Q: 3 clusters Score -6603534 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -6604539.000000 Penalty: 5360.169922
	Iteration 9Q: 3 clusters Score -6604539 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -6605757.000000 Penalty: 5360.169922
	Iteration 10F: 3 clusters Score -6605757 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -6607350.500000 Penalty: 5360.169922
	Iteration 11F: 3 clusters Score -6607350 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -6609110.000000 Penalty: 5360.169922
	Iteration 12F: 3 clusters Score -6609110 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -6610999.500000 Penalty: 5360.169922
	Iteration 13F: 3 clusters Score -6611000 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -6612926.000000 Penalty: 5360.169922
	Iteration 14Q: 3 clusters Score -6612926 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -6614723.500000 Penalty: 5360.169922
	Iteration 15Q: 3 clusters Score -6614724 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -6616097.000000 Penalty: 5360.169922
	Iteration 16Q: 3 clusters Score -6616097 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6616934.500000 Penalty: 5360.169922
	Iteration 17Q: 3 clusters Score -6616934 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6617444.500000 Penalty: 5360.169922
	Iteration 18Q: 3 clusters Score -6617444 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6617732.500000 Penalty: 5360.169922
	Iteration 19Q: 3 clusters Score -6617732 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6617903.000000 Penalty: 5360.169922
	Iteration 20F: 3 clusters Score -6617903 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6617982.500000 Penalty: 5360.169922
	Iteration 21Q: 3 clusters Score -6617982 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6618057.500000 Penalty: 5360.169922
	Iteration 22Q: 3 clusters Score -6618058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6618093.000000 Penalty: 5360.169922
	Iteration 23Q: 3 clusters Score -6618093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6618104.000000 Penalty: 5360.169922
	Iteration 24Q: 3 clusters Score -6618104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6618116.000000 Penalty: 5360.169922
	Iteration 25Q: 3 clusters Score -6618116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49056 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6618124.000000 Penalty: 5360.169922
	Iteration 26Q: 3 clusters Score -6618124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6618139.000000 Penalty: 5360.169922
	Iteration 27Q: 3 clusters Score -6618139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6618142.000000 Penalty: 5360.169922
	Iteration 28Q: 3 clusters Score -6618142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6618142.500000 Penalty: 5360.169922
	Iteration 29Q: 3 clusters Score -6618142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6618159.000000 Penalty: 5360.169922
	Iteration 30Q: 3 clusters Score -6618159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6618160.500000 Penalty: 5360.169922
	Iteration 31Q: 3 clusters Score -6618160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49081 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6618166.000000 Penalty: 5360.169922
	Iteration 32Q: 3 clusters Score -6618166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6618171.000000 Penalty: 5360.169922
	Iteration 33Q: 3 clusters Score -6618171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6618174.500000 Penalty: 5360.169922
	Iteration 34Q: 3 clusters Score -6618174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6618175.500000 Penalty: 5360.169922
	Iteration 35Q: 3 clusters Score -6618176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6618179.000000 Penalty: 5360.169922
	Iteration 36Q: 3 clusters Score -6618179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6618175.500000 Penalty: 5360.169922
	Iteration 37Q: 3 clusters Score -6618176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49090 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6618178.000000 Penalty: 5360.169922
	Iteration 38Q: 3 clusters Score -6618178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6618182.000000 Penalty: 5360.169922
	Iteration 39Q: 3 clusters Score -6618182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -6618190.000000 Penalty: 5360.169922
	Iteration 40F: 3 clusters Score -6618190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6618194.500000 Penalty: 5360.169922
	Iteration 41Q: 3 clusters Score -6618194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6618192.500000 Penalty: 5360.169922
	Iteration 42Q: 3 clusters Score -6618192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6618195.500000 Penalty: 5360.169922
	Iteration 43Q: 3 clusters Score -6618196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6618195.000000 Penalty: 5360.169922
	Iteration 44Q: 3 clusters Score -6618195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49100 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6618197.500000 Penalty: 5360.169922
	Iteration 45Q: 3 clusters Score -6618198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49100 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6618202.500000 Penalty: 5360.169922
	Iteration 46Q: 3 clusters Score -6618202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49100 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6618202.500000 Penalty: 5360.169922
	Iteration 47F: 3 clusters Score -6618202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Entering Unmasked Estep 
Score: -4888695.500000 Penalty: 2595.337891
	Iteration 0F: 2 clusters Score -4888696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -4864835.000000 Penalty: 5190.675781
	Iteration 0F: 3 clusters Score -4864835 nChanged 16016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -4873510.500000 Penalty: 5190.675781
	Iteration 1F: 3 clusters Score -4873510 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -4874125.000000 Penalty: 5190.675781
	Iteration 2Q: 3 clusters Score -4874125 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -4874775.000000 Penalty: 5190.675781
	Iteration 3Q: 3 clusters Score -4874775 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -4875483.000000 Penalty: 5190.675781
	Iteration 4Q: 3 clusters Score -4875483 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -4876323.000000 Penalty: 5190.675781
	Iteration 5Q: 3 clusters Score -4876323 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -4877372.500000 Penalty: 5190.675781
	Iteration 6Q: 3 clusters Score -4877372 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -4878704.500000 Penalty: 5190.675781
	Iteration 7F: 3 clusters Score -4878704 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -4880130.000000 Penalty: 5190.675781
	Iteration 8F: 3 clusters Score -4880130 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -4881382.500000 Penalty: 5190.675781
	Iteration 9F: 3 clusters Score -4881382 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -4882380.000000 Penalty: 5190.675781
	Iteration 10Q: 3 clusters Score -4882380 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -4883003.000000 Penalty: 5190.675781
	Iteration 11Q: 3 clusters Score -4883003 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -4883446.500000 Penalty: 5190.675781
	Iteration 12Q: 3 clusters Score -4883446 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -4883745.500000 Penalty: 5190.675781
	Iteration 13Q: 3 clusters Score -4883746 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -4883969.500000 Penalty: 5190.675781
	Iteration 14Q: 3 clusters Score -4883970 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -4884128.500000 Penalty: 5190.675781
	Iteration 15Q: 3 clusters Score -4884128 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -4884303.000000 Penalty: 5190.675781
	Iteration 16Q: 3 clusters Score -4884303 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -4884423.500000 Penalty: 5190.675781
	Iteration 17Q: 3 clusters Score -4884424 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -4884547.000000 Penalty: 5190.675781
	Iteration 18Q: 3 clusters Score -4884547 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -4884662.000000 Penalty: 5190.675781
	Iteration 19Q: 3 clusters Score -4884662 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -4884798.500000 Penalty: 5190.675781
	Iteration 20F: 3 clusters Score -4884798 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -4884930.000000 Penalty: 5190.675781
	Iteration 21Q: 3 clusters Score -4884930 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -4885045.500000 Penalty: 5190.675781
	Iteration 22Q: 3 clusters Score -4885046 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -4885166.000000 Penalty: 5190.675781
	Iteration 23Q: 3 clusters Score -4885166 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -4885262.000000 Penalty: 5190.675781
	Iteration 24Q: 3 clusters Score -4885262 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -4885370.000000 Penalty: 5190.675781
	Iteration 25Q: 3 clusters Score -4885370 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -4885483.000000 Penalty: 5190.675781
	Iteration 26Q: 3 clusters Score -4885483 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -4885567.500000 Penalty: 5190.675781
	Iteration 27Q: 3 clusters Score -4885568 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -4885648.500000 Penalty: 5190.675781
	Iteration 28Q: 3 clusters Score -4885648 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -4885739.000000 Penalty: 5190.675781
	Iteration 29Q: 3 clusters Score -4885739 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -4885834.500000 Penalty: 5190.675781
	Iteration 30Q: 3 clusters Score -4885834 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -4885902.500000 Penalty: 5190.675781
	Iteration 31Q: 3 clusters Score -4885902 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -4885967.000000 Penalty: 5190.675781
	Iteration 32Q: 3 clusters Score -4885967 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -4886027.500000 Penalty: 5190.675781
	Iteration 33Q: 3 clusters Score -4886028 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -4886087.000000 Penalty: 5190.675781
	Iteration 34Q: 3 clusters Score -4886087 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -4886123.000000 Penalty: 5190.675781
	Iteration 35Q: 3 clusters Score -4886123 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -4886165.000000 Penalty: 5190.675781
	Iteration 36Q: 3 clusters Score -4886165 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -4886212.500000 Penalty: 5190.675781
	Iteration 37Q: 3 clusters Score -4886212 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -4886233.500000 Penalty: 5190.675781
	Iteration 38Q: 3 clusters Score -4886234 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -4886276.000000 Penalty: 5190.675781
	Iteration 39Q: 3 clusters Score -4886276 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -4886310.500000 Penalty: 5190.675781
	Iteration 40F: 3 clusters Score -4886310 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -4886336.000000 Penalty: 5190.675781
	Iteration 41Q: 3 clusters Score -4886336 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -4886353.500000 Penalty: 5190.675781
	Iteration 42Q: 3 clusters Score -4886354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -4886367.000000 Penalty: 5190.675781
	Iteration 43Q: 3 clusters Score -4886367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -4886378.500000 Penalty: 5190.675781
	Iteration 44Q: 3 clusters Score -4886378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -4886390.000000 Penalty: 5190.675781
	Iteration 45Q: 3 clusters Score -4886390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -4886403.500000 Penalty: 5190.675781
	Iteration 46Q: 3 clusters Score -4886404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -4886423.500000 Penalty: 5190.675781
	Iteration 47Q: 3 clusters Score -4886424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -4886430.500000 Penalty: 5190.675781
	Iteration 48Q: 3 clusters Score -4886430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -4886446.000000 Penalty: 5190.675781
	Iteration 49Q: 3 clusters Score -4886446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -4886454.500000 Penalty: 5190.675781
	Iteration 50Q: 3 clusters Score -4886454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -4886459.000000 Penalty: 5190.675781
	Iteration 51Q: 3 clusters Score -4886459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -4886474.500000 Penalty: 5190.675781
	Iteration 52Q: 3 clusters Score -4886474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -4886477.000000 Penalty: 5190.675781
	Iteration 53Q: 3 clusters Score -4886477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -4886477.000000 Penalty: 5190.675781
	Iteration 54Q: 3 clusters Score -4886477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -4886485.000000 Penalty: 5190.675781
	Iteration 55Q: 3 clusters Score -4886485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -4886487.000000 Penalty: 5190.675781
	Iteration 56Q: 3 clusters Score -4886487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -4886497.000000 Penalty: 5190.675781
	Iteration 57Q: 3 clusters Score -4886497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -4886501.000000 Penalty: 5190.675781
	Iteration 58Q: 3 clusters Score -4886501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -4886497.500000 Penalty: 5190.675781
	Iteration 59Q: 3 clusters Score -4886498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -4886497.500000 Penalty: 5190.675781
	Iteration 60F: 3 clusters Score -4886498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -34634.589844 Penalty: 1408.682739
	Iteration 0F: 2 clusters Score -34634.59 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 152 members 
Entering Unmasked Estep 
Score: -33358.148438 Penalty: 2817.365479
	Iteration 0F: 3 clusters Score -33358.15 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33501.125000 Penalty: 2817.365479
	Iteration 1F: 3 clusters Score -33501.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33573.488281 Penalty: 2817.365479
	Iteration 2F: 3 clusters Score -33573.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33596.949219 Penalty: 2817.365479
	Iteration 3Q: 3 clusters Score -33596.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33596.949219 Penalty: 2817.365479
	Iteration 4F: 3 clusters Score -33596.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (167475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167475 members 
Entering Unmasked Estep 
Score: -23099328.000000 Penalty: 2983.090088
	Iteration 0F: 2 clusters Score -2.309933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83711 members 
Mstep: Class 2 contains 83764 members 
Entering Unmasked Estep 
Score: -22991254.000000 Penalty: 5966.180176
	Iteration 0F: 3 clusters Score -2.299125e+07 nChanged 79836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83917 members 
Mstep: Class 2 contains 83558 members 
Entering Unmasked Estep 
Score: -23038204.000000 Penalty: 5966.180176
	Iteration 1F: 3 clusters Score -2.30382e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83888 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -23040390.000000 Penalty: 5966.180176
	Iteration 2Q: 3 clusters Score -2.304039e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84175 members 
Mstep: Class 2 contains 83300 members 
Entering Unmasked Estep 
Score: -23043168.000000 Penalty: 5966.180176
	Iteration 3Q: 3 clusters Score -2.304317e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84747 members 
Mstep: Class 2 contains 82728 members 
Entering Unmasked Estep 
Score: -23046992.000000 Penalty: 5966.180176
	Iteration 4F: 3 clusters Score -2.304699e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85963 members 
Mstep: Class 2 contains 81512 members 
Entering Unmasked Estep 
Score: -23052094.000000 Penalty: 5966.180176
	Iteration 5F: 3 clusters Score -2.305209e+07 nChanged 10275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87966 members 
Mstep: Class 2 contains 79509 members 
Entering Unmasked Estep 
Score: -23058242.000000 Penalty: 5966.180176
	Iteration 6F: 3 clusters Score -2.305824e+07 nChanged 10424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90564 members 
Mstep: Class 2 contains 76911 members 
Entering Unmasked Estep 
Score: -23065192.000000 Penalty: 5966.180176
	Iteration 7F: 3 clusters Score -2.306519e+07 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93296 members 
Mstep: Class 2 contains 74179 members 
Entering Unmasked Estep 
Score: -23071560.000000 Penalty: 5966.180176
	Iteration 8F: 3 clusters Score -2.307156e+07 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95760 members 
Mstep: Class 2 contains 71715 members 
Entering Unmasked Estep 
Score: -23076168.000000 Penalty: 5966.180176
	Iteration 9Q: 3 clusters Score -2.307617e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97899 members 
Mstep: Class 2 contains 69576 members 
Entering Unmasked Estep 
Score: -23078978.000000 Penalty: 5966.180176
	Iteration 10Q: 3 clusters Score -2.307898e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99865 members 
Mstep: Class 2 contains 67610 members 
Entering Unmasked Estep 
Score: -23080578.000000 Penalty: 5966.180176
	Iteration 11Q: 3 clusters Score -2.308058e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101781 members 
Mstep: Class 2 contains 65694 members 
Entering Unmasked Estep 
Score: -23081582.000000 Penalty: 5966.180176
	Iteration 12Q: 3 clusters Score -2.308158e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103803 members 
Mstep: Class 2 contains 63672 members 
Entering Unmasked Estep 
Score: -23082410.000000 Penalty: 5966.180176
	Iteration 13Q: 3 clusters Score -2.308241e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105829 members 
Mstep: Class 2 contains 61646 members 
Entering Unmasked Estep 
Score: -23083092.000000 Penalty: 5966.180176
	Iteration 14Q: 3 clusters Score -2.308309e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107820 members 
Mstep: Class 2 contains 59655 members 
Entering Unmasked Estep 
Score: -23083716.000000 Penalty: 5966.180176
	Iteration 15Q: 3 clusters Score -2.308372e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109737 members 
Mstep: Class 2 contains 57738 members 
Entering Unmasked Estep 
Score: -23084388.000000 Penalty: 5966.180176
	Iteration 16Q: 3 clusters Score -2.308439e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111681 members 
Mstep: Class 2 contains 55794 members 
Entering Unmasked Estep 
Score: -23084966.000000 Penalty: 5966.180176
	Iteration 17Q: 3 clusters Score -2.308497e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113702 members 
Mstep: Class 2 contains 53773 members 
Entering Unmasked Estep 
Score: -23085532.000000 Penalty: 5966.180176
	Iteration 18Q: 3 clusters Score -2.308553e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115685 members 
Mstep: Class 2 contains 51790 members 
Entering Unmasked Estep 
Score: -23085988.000000 Penalty: 5966.180176
	Iteration 19Q: 3 clusters Score -2.308599e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117617 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -23086412.000000 Penalty: 5966.180176
	Iteration 20F: 3 clusters Score -2.308641e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119480 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -23087002.000000 Penalty: 5966.180176
	Iteration 21Q: 3 clusters Score -2.3087e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121363 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -23087404.000000 Penalty: 5966.180176
	Iteration 22Q: 3 clusters Score -2.30874e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123258 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -23087770.000000 Penalty: 5966.180176
	Iteration 23Q: 3 clusters Score -2.308777e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125173 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -23088018.000000 Penalty: 5966.180176
	Iteration 24Q: 3 clusters Score -2.308802e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127071 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -23088482.000000 Penalty: 5966.180176
	Iteration 25Q: 3 clusters Score -2.308848e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128974 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -23088976.000000 Penalty: 5966.180176
	Iteration 26Q: 3 clusters Score -2.308898e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130888 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -23089362.000000 Penalty: 5966.180176
	Iteration 27Q: 3 clusters Score -2.308936e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132751 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -23089642.000000 Penalty: 5966.180176
	Iteration 28Q: 3 clusters Score -2.308964e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134584 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -23090178.000000 Penalty: 5966.180176
	Iteration 29Q: 3 clusters Score -2.309018e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136377 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -23090644.000000 Penalty: 5966.180176
	Iteration 30Q: 3 clusters Score -2.309064e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138175 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -23091106.000000 Penalty: 5966.180176
	Iteration 31Q: 3 clusters Score -2.309111e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139931 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -23091736.000000 Penalty: 5966.180176
	Iteration 32Q: 3 clusters Score -2.309174e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141684 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -23092194.000000 Penalty: 5966.180176
	Iteration 33Q: 3 clusters Score -2.309219e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143452 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -23092604.000000 Penalty: 5966.180176
	Iteration 34Q: 3 clusters Score -2.30926e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145206 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -23093158.000000 Penalty: 5966.180176
	Iteration 35Q: 3 clusters Score -2.309316e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146830 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -23093668.000000 Penalty: 5966.180176
	Iteration 36Q: 3 clusters Score -2.309367e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148378 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -23094048.000000 Penalty: 5966.180176
	Iteration 37Q: 3 clusters Score -2.309405e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149878 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -23094516.000000 Penalty: 5966.180176
	Iteration 38Q: 3 clusters Score -2.309452e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151251 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -23094914.000000 Penalty: 5966.180176
	Iteration 39Q: 3 clusters Score -2.309491e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152523 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -23095060.000000 Penalty: 5966.180176
	Iteration 40F: 3 clusters Score -2.309506e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153708 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -23095392.000000 Penalty: 5966.180176
	Iteration 41Q: 3 clusters Score -2.309539e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154804 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -23095558.000000 Penalty: 5966.180176
	Iteration 42Q: 3 clusters Score -2.309556e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155805 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -23095714.000000 Penalty: 5966.180176
	Iteration 43Q: 3 clusters Score -2.309571e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156733 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -23095814.000000 Penalty: 5966.180176
	Iteration 44Q: 3 clusters Score -2.309581e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157562 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -23095978.000000 Penalty: 5966.180176
	Iteration 45Q: 3 clusters Score -2.309598e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158301 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -23096024.000000 Penalty: 5966.180176
	Iteration 46Q: 3 clusters Score -2.309602e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158973 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -23096034.000000 Penalty: 5966.180176
	Iteration 47Q: 3 clusters Score -2.309603e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159582 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -23096136.000000 Penalty: 5966.180176
	Iteration 48Q: 3 clusters Score -2.309614e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160106 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -23096198.000000 Penalty: 5966.180176
	Iteration 49Q: 3 clusters Score -2.30962e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160614 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -23096230.000000 Penalty: 5966.180176
	Iteration 50Q: 3 clusters Score -2.309623e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161084 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -23096320.000000 Penalty: 5966.180176
	Iteration 51Q: 3 clusters Score -2.309632e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161502 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -23096280.000000 Penalty: 5966.180176
	Iteration 52Q: 3 clusters Score -2.309628e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161870 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -23096374.000000 Penalty: 5966.180176
	Iteration 53Q: 3 clusters Score -2.309637e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162187 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -23096466.000000 Penalty: 5966.180176
	Iteration 54Q: 3 clusters Score -2.309647e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162492 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -23096490.000000 Penalty: 5966.180176
	Iteration 55Q: 3 clusters Score -2.309649e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162796 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -23096526.000000 Penalty: 5966.180176
	Iteration 56Q: 3 clusters Score -2.309653e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163085 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -23096606.000000 Penalty: 5966.180176
	Iteration 57Q: 3 clusters Score -2.309661e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163360 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -23096670.000000 Penalty: 5966.180176
	Iteration 58Q: 3 clusters Score -2.309667e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163596 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -23096662.000000 Penalty: 5966.180176
	Iteration 59Q: 3 clusters Score -2.309666e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163802 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -23096752.000000 Penalty: 5966.180176
	Iteration 60F: 3 clusters Score -2.309675e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163985 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -23096786.000000 Penalty: 5966.180176
	Iteration 61Q: 3 clusters Score -2.309679e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164159 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -23096834.000000 Penalty: 5966.180176
	Iteration 62Q: 3 clusters Score -2.309683e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164326 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -23096856.000000 Penalty: 5966.180176
	Iteration 63Q: 3 clusters Score -2.309686e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164472 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -23096884.000000 Penalty: 5966.180176
	Iteration 64Q: 3 clusters Score -2.309688e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164610 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -23096914.000000 Penalty: 5966.180176
	Iteration 65Q: 3 clusters Score -2.309691e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164752 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -23096954.000000 Penalty: 5966.180176
	Iteration 66Q: 3 clusters Score -2.309695e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164887 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -23096936.000000 Penalty: 5966.180176
	Iteration 67Q: 3 clusters Score -2.309694e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164986 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -23096994.000000 Penalty: 5966.180176
	Iteration 68Q: 3 clusters Score -2.309699e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165079 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -23097002.000000 Penalty: 5966.180176
	Iteration 69Q: 3 clusters Score -2.3097e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165156 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -23097030.000000 Penalty: 5966.180176
	Iteration 70Q: 3 clusters Score -2.309703e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165233 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -23097028.000000 Penalty: 5966.180176
	Iteration 71Q: 3 clusters Score -2.309703e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165295 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -23097016.000000 Penalty: 5966.180176
	Iteration 72Q: 3 clusters Score -2.309702e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165339 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -23097080.000000 Penalty: 5966.180176
	Iteration 73Q: 3 clusters Score -2.309708e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165380 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -23097072.000000 Penalty: 5966.180176
	Iteration 74Q: 3 clusters Score -2.309707e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165415 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -23097082.000000 Penalty: 5966.180176
	Iteration 75Q: 3 clusters Score -2.309708e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165453 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -23097090.000000 Penalty: 5966.180176
	Iteration 76Q: 3 clusters Score -2.309709e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165484 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -23097084.000000 Penalty: 5966.180176
	Iteration 77Q: 3 clusters Score -2.309708e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165519 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -23097094.000000 Penalty: 5966.180176
	Iteration 78Q: 3 clusters Score -2.309709e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165542 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -23097092.000000 Penalty: 5966.180176
	Iteration 79Q: 3 clusters Score -2.309709e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165568 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -23097068.000000 Penalty: 5966.180176
	Iteration 80F: 3 clusters Score -2.309707e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165591 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -23097086.000000 Penalty: 5966.180176
	Iteration 81Q: 3 clusters Score -2.309709e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165602 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -23097090.000000 Penalty: 5966.180176
	Iteration 82Q: 3 clusters Score -2.309709e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165618 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -23097082.000000 Penalty: 5966.180176
	Iteration 83Q: 3 clusters Score -2.309708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165632 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -23097080.000000 Penalty: 5966.180176
	Iteration 84Q: 3 clusters Score -2.309708e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165647 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -23097074.000000 Penalty: 5966.180176
	Iteration 85Q: 3 clusters Score -2.309707e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165659 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -23097072.000000 Penalty: 5966.180176
	Iteration 86Q: 3 clusters Score -2.309707e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165672 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -23097086.000000 Penalty: 5966.180176
	Iteration 87Q: 3 clusters Score -2.309709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165686 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -23097086.000000 Penalty: 5966.180176
	Iteration 88Q: 3 clusters Score -2.309709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165693 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -23097082.000000 Penalty: 5966.180176
	Iteration 89Q: 3 clusters Score -2.309708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165700 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -23097076.000000 Penalty: 5966.180176
	Iteration 90Q: 3 clusters Score -2.309708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165705 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -23097066.000000 Penalty: 5966.180176
	Iteration 91Q: 3 clusters Score -2.309707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165714 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -23097070.000000 Penalty: 5966.180176
	Iteration 92Q: 3 clusters Score -2.309707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165720 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -23097068.000000 Penalty: 5966.180176
	Iteration 93Q: 3 clusters Score -2.309707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165727 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -23097052.000000 Penalty: 5966.180176
	Iteration 94Q: 3 clusters Score -2.309705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165731 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -23097068.000000 Penalty: 5966.180176
	Iteration 95Q: 3 clusters Score -2.309707e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165743 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -23097066.000000 Penalty: 5966.180176
	Iteration 96Q: 3 clusters Score -2.309707e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165754 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -23097070.000000 Penalty: 5966.180176
	Iteration 97Q: 3 clusters Score -2.309707e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165765 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -23097066.000000 Penalty: 5966.180176
	Iteration 98Q: 3 clusters Score -2.309707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165772 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -23097050.000000 Penalty: 5966.180176
	Iteration 99Q: 3 clusters Score -2.309705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165778 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -23097072.000000 Penalty: 5966.180176
	Iteration 100F: 3 clusters Score -2.309707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165784 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -23097066.000000 Penalty: 5966.180176
	Iteration 101Q: 3 clusters Score -2.309707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165785 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -23097074.000000 Penalty: 5966.180176
	Iteration 102Q: 3 clusters Score -2.309707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165788 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -23097070.000000 Penalty: 5966.180176
	Iteration 103Q: 3 clusters Score -2.309707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165790 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -23097076.000000 Penalty: 5966.180176
	Iteration 104Q: 3 clusters Score -2.309708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165791 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -23097086.000000 Penalty: 5966.180176
	Iteration 105Q: 3 clusters Score -2.309709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165792 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -23097066.000000 Penalty: 5966.180176
	Iteration 106Q: 3 clusters Score -2.309707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165795 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -23097076.000000 Penalty: 5966.180176
	Iteration 107Q: 3 clusters Score -2.309708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165798 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -23097072.000000 Penalty: 5966.180176
	Iteration 108Q: 3 clusters Score -2.309707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165799 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -23097084.000000 Penalty: 5966.180176
	Iteration 109Q: 3 clusters Score -2.309708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165801 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -23097084.000000 Penalty: 5966.180176
	Iteration 110Q: 3 clusters Score -2.309708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165801 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -23097084.000000 Penalty: 5966.180176
	Iteration 111F: 3 clusters Score -2.309708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (191827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191827 members 
Entering Unmasked Estep 
Score: -26280974.000000 Penalty: 3016.758789
	Iteration 0F: 2 clusters Score -2.628097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95860 members 
Mstep: Class 2 contains 95967 members 
Entering Unmasked Estep 
Score: -26160770.000000 Penalty: 6033.517578
	Iteration 0F: 3 clusters Score -2.616077e+07 nChanged 92144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95782 members 
Mstep: Class 2 contains 96045 members 
Entering Unmasked Estep 
Score: -26214666.000000 Penalty: 6033.517578
	Iteration 1F: 3 clusters Score -2.621467e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96128 members 
Mstep: Class 2 contains 95699 members 
Entering Unmasked Estep 
Score: -26215532.000000 Penalty: 6033.517578
	Iteration 2Q: 3 clusters Score -2.621553e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96635 members 
Mstep: Class 2 contains 95192 members 
Entering Unmasked Estep 
Score: -26216448.000000 Penalty: 6033.517578
	Iteration 3Q: 3 clusters Score -2.621645e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97482 members 
Mstep: Class 2 contains 94345 members 
Entering Unmasked Estep 
Score: -26218346.000000 Penalty: 6033.517578
	Iteration 4Q: 3 clusters Score -2.621835e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98959 members 
Mstep: Class 2 contains 92868 members 
Entering Unmasked Estep 
Score: -26221176.000000 Penalty: 6033.517578
	Iteration 5Q: 3 clusters Score -2.622118e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101308 members 
Mstep: Class 2 contains 90519 members 
Entering Unmasked Estep 
Score: -26224970.000000 Penalty: 6033.517578
	Iteration 6Q: 3 clusters Score -2.622497e+07 nChanged 10706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104830 members 
Mstep: Class 2 contains 86997 members 
Entering Unmasked Estep 
Score: -26230986.000000 Penalty: 6033.517578
	Iteration 7F: 3 clusters Score -2.623099e+07 nChanged 12422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109572 members 
Mstep: Class 2 contains 82255 members 
Entering Unmasked Estep 
Score: -26239640.000000 Penalty: 6033.517578
	Iteration 8F: 3 clusters Score -2.623964e+07 nChanged 13385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114921 members 
Mstep: Class 2 contains 76906 members 
Entering Unmasked Estep 
Score: -26250742.000000 Penalty: 6033.517578
	Iteration 9F: 3 clusters Score -2.625074e+07 nChanged 12417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119620 members 
Mstep: Class 2 contains 72207 members 
Entering Unmasked Estep 
Score: -26260212.000000 Penalty: 6033.517578
	Iteration 10F: 3 clusters Score -2.626021e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123169 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -26265584.000000 Penalty: 6033.517578
	Iteration 11Q: 3 clusters Score -2.626558e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126096 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -26267922.000000 Penalty: 6033.517578
	Iteration 12Q: 3 clusters Score -2.626792e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128846 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -26269428.000000 Penalty: 6033.517578
	Iteration 13Q: 3 clusters Score -2.626943e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131455 members 
Mstep: Class 2 contains 60372 members 
Entering Unmasked Estep 
Score: -26270886.000000 Penalty: 6033.517578
	Iteration 14Q: 3 clusters Score -2.627089e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133888 members 
Mstep: Class 2 contains 57939 members 
Entering Unmasked Estep 
Score: -26272190.000000 Penalty: 6033.517578
	Iteration 15Q: 3 clusters Score -2.627219e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136072 members 
Mstep: Class 2 contains 55755 members 
Entering Unmasked Estep 
Score: -26273108.000000 Penalty: 6033.517578
	Iteration 16Q: 3 clusters Score -2.627311e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138094 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -26274084.000000 Penalty: 6033.517578
	Iteration 17Q: 3 clusters Score -2.627408e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140041 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -26274840.000000 Penalty: 6033.517578
	Iteration 18Q: 3 clusters Score -2.627484e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141949 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -26275262.000000 Penalty: 6033.517578
	Iteration 19Q: 3 clusters Score -2.627526e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143839 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -26275816.000000 Penalty: 6033.517578
	Iteration 20F: 3 clusters Score -2.627582e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145594 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -26276260.000000 Penalty: 6033.517578
	Iteration 21Q: 3 clusters Score -2.627626e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147614 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -26276710.000000 Penalty: 6033.517578
	Iteration 22Q: 3 clusters Score -2.627671e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149954 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -26277260.000000 Penalty: 6033.517578
	Iteration 23Q: 3 clusters Score -2.627726e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152522 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -26277720.000000 Penalty: 6033.517578
	Iteration 24Q: 3 clusters Score -2.627772e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155392 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -26278140.000000 Penalty: 6033.517578
	Iteration 25Q: 3 clusters Score -2.627814e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158509 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -26278410.000000 Penalty: 6033.517578
	Iteration 26Q: 3 clusters Score -2.627841e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161767 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -26278856.000000 Penalty: 6033.517578
	Iteration 27Q: 3 clusters Score -2.627886e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165006 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -26279032.000000 Penalty: 6033.517578
	Iteration 28Q: 3 clusters Score -2.627903e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168094 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -26279320.000000 Penalty: 6033.517578
	Iteration 29Q: 3 clusters Score -2.627932e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171027 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -26279726.000000 Penalty: 6033.517578
	Iteration 30Q: 3 clusters Score -2.627973e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173593 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -26279842.000000 Penalty: 6033.517578
	Iteration 31Q: 3 clusters Score -2.627984e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175783 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -26279630.000000 Penalty: 6033.517578
	Iteration 32Q: 3 clusters Score -2.627963e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177703 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -26279468.000000 Penalty: 6033.517578
	Iteration 33Q: 3 clusters Score -2.627947e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179289 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -26279420.000000 Penalty: 6033.517578
	Iteration 34Q: 3 clusters Score -2.627942e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180601 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -26279386.000000 Penalty: 6033.517578
	Iteration 35Q: 3 clusters Score -2.627939e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181718 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -26279442.000000 Penalty: 6033.517578
	Iteration 36Q: 3 clusters Score -2.627944e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182654 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -26279416.000000 Penalty: 6033.517578
	Iteration 37Q: 3 clusters Score -2.627942e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183401 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -26279316.000000 Penalty: 6033.517578
	Iteration 38Q: 3 clusters Score -2.627932e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184049 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -26279322.000000 Penalty: 6033.517578
	Iteration 39Q: 3 clusters Score -2.627932e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184624 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -26279418.000000 Penalty: 6033.517578
	Iteration 40F: 3 clusters Score -2.627942e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185494 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -26279484.000000 Penalty: 6033.517578
	Iteration 41Q: 3 clusters Score -2.627948e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186228 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -26279414.000000 Penalty: 6033.517578
	Iteration 42Q: 3 clusters Score -2.627941e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186836 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -26279354.000000 Penalty: 6033.517578
	Iteration 43Q: 3 clusters Score -2.627935e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187326 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -26279348.000000 Penalty: 6033.517578
	Iteration 44Q: 3 clusters Score -2.627935e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187719 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -26279240.000000 Penalty: 6033.517578
	Iteration 45Q: 3 clusters Score -2.627924e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188067 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -26279154.000000 Penalty: 6033.517578
	Iteration 46Q: 3 clusters Score -2.627915e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188360 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -26279166.000000 Penalty: 6033.517578
	Iteration 47Q: 3 clusters Score -2.627917e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188602 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -26279184.000000 Penalty: 6033.517578
	Iteration 48Q: 3 clusters Score -2.627918e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188830 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -26279128.000000 Penalty: 6033.517578
	Iteration 49Q: 3 clusters Score -2.627913e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189032 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -26279136.000000 Penalty: 6033.517578
	Iteration 50Q: 3 clusters Score -2.627914e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189207 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -26279122.000000 Penalty: 6033.517578
	Iteration 51Q: 3 clusters Score -2.627912e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189372 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -26279090.000000 Penalty: 6033.517578
	Iteration 52Q: 3 clusters Score -2.627909e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189518 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -26279058.000000 Penalty: 6033.517578
	Iteration 53Q: 3 clusters Score -2.627906e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189670 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -26279058.000000 Penalty: 6033.517578
	Iteration 54Q: 3 clusters Score -2.627906e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189827 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -26279054.000000 Penalty: 6033.517578
	Iteration 55Q: 3 clusters Score -2.627905e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189967 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -26278964.000000 Penalty: 6033.517578
	Iteration 56Q: 3 clusters Score -2.627896e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190086 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -26278958.000000 Penalty: 6033.517578
	Iteration 57Q: 3 clusters Score -2.627896e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190186 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -26278972.000000 Penalty: 6033.517578
	Iteration 58Q: 3 clusters Score -2.627897e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190276 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -26278984.000000 Penalty: 6033.517578
	Iteration 59Q: 3 clusters Score -2.627898e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190365 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -26278934.000000 Penalty: 6033.517578
	Iteration 60F: 3 clusters Score -2.627893e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190456 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -26278952.000000 Penalty: 6033.517578
	Iteration 61Q: 3 clusters Score -2.627895e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190533 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -26278942.000000 Penalty: 6033.517578
	Iteration 62Q: 3 clusters Score -2.627894e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190623 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -26278914.000000 Penalty: 6033.517578
	Iteration 63Q: 3 clusters Score -2.627891e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190707 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -26278862.000000 Penalty: 6033.517578
	Iteration 64Q: 3 clusters Score -2.627886e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190779 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -26278862.000000 Penalty: 6033.517578
	Iteration 65Q: 3 clusters Score -2.627886e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190832 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -26278846.000000 Penalty: 6033.517578
	Iteration 66Q: 3 clusters Score -2.627885e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190868 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -26278888.000000 Penalty: 6033.517578
	Iteration 67Q: 3 clusters Score -2.627889e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190900 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -26278876.000000 Penalty: 6033.517578
	Iteration 68Q: 3 clusters Score -2.627888e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190932 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -26278896.000000 Penalty: 6033.517578
	Iteration 69Q: 3 clusters Score -2.62789e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190953 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -26278880.000000 Penalty: 6033.517578
	Iteration 70Q: 3 clusters Score -2.627888e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190970 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -26278878.000000 Penalty: 6033.517578
	Iteration 71Q: 3 clusters Score -2.627888e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190982 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -26278886.000000 Penalty: 6033.517578
	Iteration 72Q: 3 clusters Score -2.627889e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190991 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -26278866.000000 Penalty: 6033.517578
	Iteration 73Q: 3 clusters Score -2.627887e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191004 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -26278866.000000 Penalty: 6033.517578
	Iteration 74Q: 3 clusters Score -2.627887e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191021 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -26278858.000000 Penalty: 6033.517578
	Iteration 75Q: 3 clusters Score -2.627886e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191040 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -26278852.000000 Penalty: 6033.517578
	Iteration 76Q: 3 clusters Score -2.627885e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191052 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -26278854.000000 Penalty: 6033.517578
	Iteration 77Q: 3 clusters Score -2.627885e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191061 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -26278850.000000 Penalty: 6033.517578
	Iteration 78Q: 3 clusters Score -2.627885e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191068 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -26278872.000000 Penalty: 6033.517578
	Iteration 79Q: 3 clusters Score -2.627887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191073 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -26278866.000000 Penalty: 6033.517578
	Iteration 80F: 3 clusters Score -2.627887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191083 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -26278880.000000 Penalty: 6033.517578
	Iteration 81Q: 3 clusters Score -2.627888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191091 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -26278880.000000 Penalty: 6033.517578
	Iteration 82Q: 3 clusters Score -2.627888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191098 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -26278914.000000 Penalty: 6033.517578
	Iteration 83Q: 3 clusters Score -2.627891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191105 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -26278906.000000 Penalty: 6033.517578
	Iteration 84Q: 3 clusters Score -2.627891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191107 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -26278906.000000 Penalty: 6033.517578
	Iteration 85Q: 3 clusters Score -2.627891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191107 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -26278906.000000 Penalty: 6033.517578
	Iteration 86Q: 3 clusters Score -2.627891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191109 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -26278924.000000 Penalty: 6033.517578
	Iteration 87Q: 3 clusters Score -2.627892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191110 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -26278930.000000 Penalty: 6033.517578
	Iteration 88Q: 3 clusters Score -2.627893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191112 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -26278914.000000 Penalty: 6033.517578
	Iteration 89Q: 3 clusters Score -2.627891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191114 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -26278904.000000 Penalty: 6033.517578
	Iteration 90Q: 3 clusters Score -2.62789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191118 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -26278904.000000 Penalty: 6033.517578
	Iteration 91Q: 3 clusters Score -2.62789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191122 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -26278902.000000 Penalty: 6033.517578
	Iteration 92Q: 3 clusters Score -2.62789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191124 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -26278886.000000 Penalty: 6033.517578
	Iteration 93Q: 3 clusters Score -2.627889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191127 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -26278878.000000 Penalty: 6033.517578
	Iteration 94Q: 3 clusters Score -2.627888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191128 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -26278880.000000 Penalty: 6033.517578
	Iteration 95Q: 3 clusters Score -2.627888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191129 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -26278888.000000 Penalty: 6033.517578
	Iteration 96Q: 3 clusters Score -2.627889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191130 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -26278886.000000 Penalty: 6033.517578
	Iteration 97Q: 3 clusters Score -2.627889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191131 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -26278896.000000 Penalty: 6033.517578
	Iteration 98Q: 3 clusters Score -2.62789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191132 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -26278906.000000 Penalty: 6033.517578
	Iteration 99Q: 3 clusters Score -2.627891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191134 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -26278900.000000 Penalty: 6033.517578
	Iteration 100F: 3 clusters Score -2.62789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191136 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -26278898.000000 Penalty: 6033.517578
	Iteration 101Q: 3 clusters Score -2.62789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191139 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -26278918.000000 Penalty: 6033.517578
	Iteration 102Q: 3 clusters Score -2.627892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191139 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -26278918.000000 Penalty: 6033.517578
	Iteration 103F: 3 clusters Score -2.627892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (139212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139212 members 
Entering Unmasked Estep 
Score: -19125400.000000 Penalty: 2937.250732
	Iteration 0F: 2 clusters Score -1.91254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69701 members 
Mstep: Class 2 contains 69511 members 
Entering Unmasked Estep 
Score: -19031862.000000 Penalty: 5874.501465
	Iteration 0F: 3 clusters Score -1.903186e+07 nChanged 66616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70795 members 
Mstep: Class 2 contains 68417 members 
Entering Unmasked Estep 
Score: -19070232.000000 Penalty: 5874.501465
	Iteration 1F: 3 clusters Score -1.907023e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71338 members 
Mstep: Class 2 contains 67874 members 
Entering Unmasked Estep 
Score: -19071020.000000 Penalty: 5874.501465
	Iteration 2Q: 3 clusters Score -1.907102e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72108 members 
Mstep: Class 2 contains 67104 members 
Entering Unmasked Estep 
Score: -19071862.000000 Penalty: 5874.501465
	Iteration 3Q: 3 clusters Score -1.907186e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73251 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -19072908.000000 Penalty: 5874.501465
	Iteration 4Q: 3 clusters Score -1.907291e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74966 members 
Mstep: Class 2 contains 64246 members 
Entering Unmasked Estep 
Score: -19073912.000000 Penalty: 5874.501465
	Iteration 5Q: 3 clusters Score -1.907391e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77493 members 
Mstep: Class 2 contains 61719 members 
Entering Unmasked Estep 
Score: -19075396.000000 Penalty: 5874.501465
	Iteration 6Q: 3 clusters Score -1.90754e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81032 members 
Mstep: Class 2 contains 58180 members 
Entering Unmasked Estep 
Score: -19077628.000000 Penalty: 5874.501465
	Iteration 7Q: 3 clusters Score -1.907763e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86101 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -19080938.000000 Penalty: 5874.501465
	Iteration 8Q: 3 clusters Score -1.908094e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92609 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -19085372.000000 Penalty: 5874.501465
	Iteration 9F: 3 clusters Score -1.908537e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100441 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -19091456.000000 Penalty: 5874.501465
	Iteration 10F: 3 clusters Score -1.909146e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108957 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -19098174.000000 Penalty: 5874.501465
	Iteration 11F: 3 clusters Score -1.909817e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117052 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -19104544.000000 Penalty: 5874.501465
	Iteration 12F: 3 clusters Score -1.910454e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124011 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -19110464.000000 Penalty: 5874.501465
	Iteration 13F: 3 clusters Score -1.911046e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129451 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -19114852.000000 Penalty: 5874.501465
	Iteration 14Q: 3 clusters Score -1.911485e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133412 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -19118240.000000 Penalty: 5874.501465
	Iteration 15Q: 3 clusters Score -1.911824e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135960 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -19120474.000000 Penalty: 5874.501465
	Iteration 16Q: 3 clusters Score -1.912047e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137314 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -19121596.000000 Penalty: 5874.501465
	Iteration 17Q: 3 clusters Score -1.91216e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138028 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -19122258.000000 Penalty: 5874.501465
	Iteration 18Q: 3 clusters Score -1.912226e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138359 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -19122560.000000 Penalty: 5874.501465
	Iteration 19Q: 3 clusters Score -1.912256e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138517 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -19122720.000000 Penalty: 5874.501465
	Iteration 20F: 3 clusters Score -1.912272e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138586 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -19122806.000000 Penalty: 5874.501465
	Iteration 21Q: 3 clusters Score -1.912281e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138614 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -19122864.000000 Penalty: 5874.501465
	Iteration 22Q: 3 clusters Score -1.912286e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138635 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -19122868.000000 Penalty: 5874.501465
	Iteration 23Q: 3 clusters Score -1.912287e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138653 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -19122884.000000 Penalty: 5874.501465
	Iteration 24Q: 3 clusters Score -1.912288e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138673 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -19122908.000000 Penalty: 5874.501465
	Iteration 25Q: 3 clusters Score -1.912291e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138679 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -19122918.000000 Penalty: 5874.501465
	Iteration 26Q: 3 clusters Score -1.912292e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138697 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -19122926.000000 Penalty: 5874.501465
	Iteration 27Q: 3 clusters Score -1.912293e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138708 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -19122918.000000 Penalty: 5874.501465
	Iteration 28Q: 3 clusters Score -1.912292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138712 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -19122930.000000 Penalty: 5874.501465
	Iteration 29Q: 3 clusters Score -1.912293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138719 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -19122938.000000 Penalty: 5874.501465
	Iteration 30Q: 3 clusters Score -1.912294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138722 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -19122954.000000 Penalty: 5874.501465
	Iteration 31Q: 3 clusters Score -1.912295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138724 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -19122956.000000 Penalty: 5874.501465
	Iteration 32Q: 3 clusters Score -1.912296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138726 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -19122962.000000 Penalty: 5874.501465
	Iteration 33Q: 3 clusters Score -1.912296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138725 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -19122958.000000 Penalty: 5874.501465
	Iteration 34Q: 3 clusters Score -1.912296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138724 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -19122968.000000 Penalty: 5874.501465
	Iteration 35Q: 3 clusters Score -1.912297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138723 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -19122968.000000 Penalty: 5874.501465
	Iteration 36Q: 3 clusters Score -1.912297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138724 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -19122968.000000 Penalty: 5874.501465
	Iteration 37Q: 3 clusters Score -1.912297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138725 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -19122962.000000 Penalty: 5874.501465
	Iteration 38Q: 3 clusters Score -1.912296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138726 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -19122972.000000 Penalty: 5874.501465
	Iteration 39Q: 3 clusters Score -1.912297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138726 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -19122974.000000 Penalty: 5874.501465
	Iteration 40F: 3 clusters Score -1.912297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138726 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -19122976.000000 Penalty: 5874.501465
	Iteration 41Q: 3 clusters Score -1.912298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138727 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -19122972.000000 Penalty: 5874.501465
	Iteration 42Q: 3 clusters Score -1.912297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138726 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -19122978.000000 Penalty: 5874.501465
	Iteration 43Q: 3 clusters Score -1.912298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138728 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -19122994.000000 Penalty: 5874.501465
	Iteration 44Q: 3 clusters Score -1.912299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138729 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -19122994.000000 Penalty: 5874.501465
	Iteration 45Q: 3 clusters Score -1.912299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138727 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -19122984.000000 Penalty: 5874.501465
	Iteration 46Q: 3 clusters Score -1.912298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138726 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -19122988.000000 Penalty: 5874.501465
	Iteration 47Q: 3 clusters Score -1.912299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138727 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -19122992.000000 Penalty: 5874.501465
	Iteration 48Q: 3 clusters Score -1.912299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138727 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -19122992.000000 Penalty: 5874.501465
	Iteration 49F: 3 clusters Score -1.912299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Entering Unmasked Estep 
Score: -1996813.875000 Penalty: 2370.917725
	Iteration 0F: 2 clusters Score -1996814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1986436.375000 Penalty: 4741.835449
	Iteration 0F: 3 clusters Score -1986436 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1989543.125000 Penalty: 4741.835449
	Iteration 1F: 3 clusters Score -1989543 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1989839.000000 Penalty: 4741.835449
	Iteration 2F: 3 clusters Score -1989839 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1990064.375000 Penalty: 4741.835449
	Iteration 3Q: 3 clusters Score -1990064 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1990258.750000 Penalty: 4741.835449
	Iteration 4Q: 3 clusters Score -1990259 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1990432.125000 Penalty: 4741.835449
	Iteration 5Q: 3 clusters Score -1990432 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1990608.375000 Penalty: 4741.835449
	Iteration 6Q: 3 clusters Score -1990608 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1990818.250000 Penalty: 4741.835449
	Iteration 7Q: 3 clusters Score -1990818 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1991063.875000 Penalty: 4741.835449
	Iteration 8Q: 3 clusters Score -1991064 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1991349.000000 Penalty: 4741.835449
	Iteration 9Q: 3 clusters Score -1991349 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1991706.625000 Penalty: 4741.835449
	Iteration 10Q: 3 clusters Score -1991707 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1992131.125000 Penalty: 4741.835449
	Iteration 11Q: 3 clusters Score -1992131 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1992570.375000 Penalty: 4741.835449
	Iteration 12Q: 3 clusters Score -1992570 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1993052.875000 Penalty: 4741.835449
	Iteration 13Q: 3 clusters Score -1993053 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1993534.750000 Penalty: 4741.835449
	Iteration 14Q: 3 clusters Score -1993535 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1993916.125000 Penalty: 4741.835449
	Iteration 15Q: 3 clusters Score -1993916 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1994160.500000 Penalty: 4741.835449
	Iteration 16Q: 3 clusters Score -1994160 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1994293.125000 Penalty: 4741.835449
	Iteration 17Q: 3 clusters Score -1994293 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1994374.250000 Penalty: 4741.835449
	Iteration 18Q: 3 clusters Score -1994374 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1994434.125000 Penalty: 4741.835449
	Iteration 19Q: 3 clusters Score -1994434 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1994477.875000 Penalty: 4741.835449
	Iteration 20F: 3 clusters Score -1994478 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1994512.750000 Penalty: 4741.835449
	Iteration 21Q: 3 clusters Score -1994513 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1994552.250000 Penalty: 4741.835449
	Iteration 22Q: 3 clusters Score -1994552 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1994571.000000 Penalty: 4741.835449
	Iteration 23Q: 3 clusters Score -1994571 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1994590.000000 Penalty: 4741.835449
	Iteration 24Q: 3 clusters Score -1994590 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1994612.500000 Penalty: 4741.835449
	Iteration 25Q: 3 clusters Score -1994612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1994624.500000 Penalty: 4741.835449
	Iteration 26Q: 3 clusters Score -1994624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1994640.250000 Penalty: 4741.835449
	Iteration 27Q: 3 clusters Score -1994640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1994658.125000 Penalty: 4741.835449
	Iteration 28Q: 3 clusters Score -1994658 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1994666.000000 Penalty: 4741.835449
	Iteration 29Q: 3 clusters Score -1994666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1994681.375000 Penalty: 4741.835449
	Iteration 30Q: 3 clusters Score -1994681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1994684.125000 Penalty: 4741.835449
	Iteration 31Q: 3 clusters Score -1994684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1994695.750000 Penalty: 4741.835449
	Iteration 32Q: 3 clusters Score -1994696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1994707.125000 Penalty: 4741.835449
	Iteration 33Q: 3 clusters Score -1994707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1994717.750000 Penalty: 4741.835449
	Iteration 34Q: 3 clusters Score -1994718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1994723.250000 Penalty: 4741.835449
	Iteration 35Q: 3 clusters Score -1994723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1994730.375000 Penalty: 4741.835449
	Iteration 36Q: 3 clusters Score -1994730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1994729.250000 Penalty: 4741.835449
	Iteration 37Q: 3 clusters Score -1994729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1994735.750000 Penalty: 4741.835449
	Iteration 38Q: 3 clusters Score -1994736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1994737.625000 Penalty: 4741.835449
	Iteration 39Q: 3 clusters Score -1994738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1994741.250000 Penalty: 4741.835449
	Iteration 40F: 3 clusters Score -1994741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1994745.000000 Penalty: 4741.835449
	Iteration 41Q: 3 clusters Score -1994745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1994748.625000 Penalty: 4741.835449
	Iteration 42Q: 3 clusters Score -1994749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1994752.250000 Penalty: 4741.835449
	Iteration 43Q: 3 clusters Score -1994752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1994753.875000 Penalty: 4741.835449
	Iteration 44Q: 3 clusters Score -1994754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1994755.875000 Penalty: 4741.835449
	Iteration 45Q: 3 clusters Score -1994756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1994755.750000 Penalty: 4741.835449
	Iteration 46Q: 3 clusters Score -1994756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1994757.125000 Penalty: 4741.835449
	Iteration 47Q: 3 clusters Score -1994757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1994761.750000 Penalty: 4741.835449
	Iteration 48Q: 3 clusters Score -1994762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1994758.750000 Penalty: 4741.835449
	Iteration 49Q: 3 clusters Score -1994759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1994760.125000 Penalty: 4741.835449
	Iteration 50Q: 3 clusters Score -1994760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1994762.000000 Penalty: 4741.835449
	Iteration 51Q: 3 clusters Score -1994762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1994766.375000 Penalty: 4741.835449
	Iteration 52Q: 3 clusters Score -1994766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1994764.750000 Penalty: 4741.835449
	Iteration 53Q: 3 clusters Score -1994765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1994766.250000 Penalty: 4741.835449
	Iteration 54Q: 3 clusters Score -1994766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1994766.250000 Penalty: 4741.835449
	Iteration 55F: 3 clusters Score -1994766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Entering Unmasked Estep 
Score: -4665806.000000 Penalty: 2583.823730
	Iteration 0F: 2 clusters Score -4665806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -4642946.500000 Penalty: 5167.647461
	Iteration 0F: 3 clusters Score -4642946 nChanged 15287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -4651515.500000 Penalty: 5167.647461
	Iteration 1F: 3 clusters Score -4651516 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -4652108.000000 Penalty: 5167.647461
	Iteration 2Q: 3 clusters Score -4652108 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -4652681.000000 Penalty: 5167.647461
	Iteration 3Q: 3 clusters Score -4652681 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -4653262.500000 Penalty: 5167.647461
	Iteration 4Q: 3 clusters Score -4653262 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -4653960.000000 Penalty: 5167.647461
	Iteration 5Q: 3 clusters Score -4653960 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -4654894.500000 Penalty: 5167.647461
	Iteration 6F: 3 clusters Score -4654894 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -4656177.000000 Penalty: 5167.647461
	Iteration 7F: 3 clusters Score -4656177 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -4657605.500000 Penalty: 5167.647461
	Iteration 8F: 3 clusters Score -4657606 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -4659041.000000 Penalty: 5167.647461
	Iteration 9F: 3 clusters Score -4659041 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -4660121.000000 Penalty: 5167.647461
	Iteration 10F: 3 clusters Score -4660121 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -4660739.500000 Penalty: 5167.647461
	Iteration 11Q: 3 clusters Score -4660740 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -4661083.000000 Penalty: 5167.647461
	Iteration 12Q: 3 clusters Score -4661083 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -4661266.000000 Penalty: 5167.647461
	Iteration 13Q: 3 clusters Score -4661266 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -4661391.500000 Penalty: 5167.647461
	Iteration 14Q: 3 clusters Score -4661392 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -4661572.500000 Penalty: 5167.647461
	Iteration 15Q: 3 clusters Score -4661572 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -4661688.500000 Penalty: 5167.647461
	Iteration 16Q: 3 clusters Score -4661688 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -4661786.000000 Penalty: 5167.647461
	Iteration 17Q: 3 clusters Score -4661786 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -4661883.000000 Penalty: 5167.647461
	Iteration 18Q: 3 clusters Score -4661883 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -4661957.500000 Penalty: 5167.647461
	Iteration 19Q: 3 clusters Score -4661958 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -4662050.500000 Penalty: 5167.647461
	Iteration 20F: 3 clusters Score -4662050 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -4662142.500000 Penalty: 5167.647461
	Iteration 21Q: 3 clusters Score -4662142 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -4662239.500000 Penalty: 5167.647461
	Iteration 22Q: 3 clusters Score -4662240 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -4662290.000000 Penalty: 5167.647461
	Iteration 23Q: 3 clusters Score -4662290 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -4662368.000000 Penalty: 5167.647461
	Iteration 24Q: 3 clusters Score -4662368 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -4662417.000000 Penalty: 5167.647461
	Iteration 25Q: 3 clusters Score -4662417 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -4662443.000000 Penalty: 5167.647461
	Iteration 26Q: 3 clusters Score -4662443 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -4662510.500000 Penalty: 5167.647461
	Iteration 27Q: 3 clusters Score -4662510 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -4662546.500000 Penalty: 5167.647461
	Iteration 28Q: 3 clusters Score -4662546 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -4662604.000000 Penalty: 5167.647461
	Iteration 29Q: 3 clusters Score -4662604 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -4662640.500000 Penalty: 5167.647461
	Iteration 30Q: 3 clusters Score -4662640 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -4662704.000000 Penalty: 5167.647461
	Iteration 31Q: 3 clusters Score -4662704 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -4662774.000000 Penalty: 5167.647461
	Iteration 32Q: 3 clusters Score -4662774 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -4662833.500000 Penalty: 5167.647461
	Iteration 33Q: 3 clusters Score -4662834 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -4662902.500000 Penalty: 5167.647461
	Iteration 34Q: 3 clusters Score -4662902 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -4662940.500000 Penalty: 5167.647461
	Iteration 35Q: 3 clusters Score -4662940 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -4662990.500000 Penalty: 5167.647461
	Iteration 36Q: 3 clusters Score -4662990 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -4663048.500000 Penalty: 5167.647461
	Iteration 37Q: 3 clusters Score -4663048 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -4663085.500000 Penalty: 5167.647461
	Iteration 38Q: 3 clusters Score -4663086 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -4663139.000000 Penalty: 5167.647461
	Iteration 39Q: 3 clusters Score -4663139 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -4663190.000000 Penalty: 5167.647461
	Iteration 40F: 3 clusters Score -4663190 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -4663225.500000 Penalty: 5167.647461
	Iteration 41Q: 3 clusters Score -4663226 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -4663260.500000 Penalty: 5167.647461
	Iteration 42Q: 3 clusters Score -4663260 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -4663313.500000 Penalty: 5167.647461
	Iteration 43Q: 3 clusters Score -4663314 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -4663358.000000 Penalty: 5167.647461
	Iteration 44Q: 3 clusters Score -4663358 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -4663411.500000 Penalty: 5167.647461
	Iteration 45Q: 3 clusters Score -4663412 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -4663468.000000 Penalty: 5167.647461
	Iteration 46Q: 3 clusters Score -4663468 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -4663513.500000 Penalty: 5167.647461
	Iteration 47Q: 3 clusters Score -4663514 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -4663554.000000 Penalty: 5167.647461
	Iteration 48Q: 3 clusters Score -4663554 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -4663572.000000 Penalty: 5167.647461
	Iteration 49Q: 3 clusters Score -4663572 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -4663596.500000 Penalty: 5167.647461
	Iteration 50Q: 3 clusters Score -4663596 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -4663625.500000 Penalty: 5167.647461
	Iteration 51Q: 3 clusters Score -4663626 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -4663639.000000 Penalty: 5167.647461
	Iteration 52Q: 3 clusters Score -4663639 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -4663641.500000 Penalty: 5167.647461
	Iteration 53Q: 3 clusters Score -4663642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -4663644.000000 Penalty: 5167.647461
	Iteration 54Q: 3 clusters Score -4663644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -4663648.000000 Penalty: 5167.647461
	Iteration 55Q: 3 clusters Score -4663648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -4663663.000000 Penalty: 5167.647461
	Iteration 56Q: 3 clusters Score -4663663 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -4663674.500000 Penalty: 5167.647461
	Iteration 57Q: 3 clusters Score -4663674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -4663698.500000 Penalty: 5167.647461
	Iteration 58Q: 3 clusters Score -4663698 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -4663703.500000 Penalty: 5167.647461
	Iteration 59Q: 3 clusters Score -4663704 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -4663706.500000 Penalty: 5167.647461
	Iteration 60F: 3 clusters Score -4663706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -4663713.500000 Penalty: 5167.647461
	Iteration 61Q: 3 clusters Score -4663714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -4663716.500000 Penalty: 5167.647461
	Iteration 62Q: 3 clusters Score -4663716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -4663728.000000 Penalty: 5167.647461
	Iteration 63Q: 3 clusters Score -4663728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -4663725.500000 Penalty: 5167.647461
	Iteration 64Q: 3 clusters Score -4663726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -4663727.000000 Penalty: 5167.647461
	Iteration 65Q: 3 clusters Score -4663727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -4663728.000000 Penalty: 5167.647461
	Iteration 66Q: 3 clusters Score -4663728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -4663734.000000 Penalty: 5167.647461
	Iteration 67Q: 3 clusters Score -4663734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -4663749.000000 Penalty: 5167.647461
	Iteration 68Q: 3 clusters Score -4663749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -4663746.500000 Penalty: 5167.647461
	Iteration 69Q: 3 clusters Score -4663746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -4663750.500000 Penalty: 5167.647461
	Iteration 70Q: 3 clusters Score -4663750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -4663760.500000 Penalty: 5167.647461
	Iteration 71Q: 3 clusters Score -4663760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -4663784.500000 Penalty: 5167.647461
	Iteration 72Q: 3 clusters Score -4663784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -4663793.500000 Penalty: 5167.647461
	Iteration 73Q: 3 clusters Score -4663794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -4663793.000000 Penalty: 5167.647461
	Iteration 74Q: 3 clusters Score -4663793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -4663804.500000 Penalty: 5167.647461
	Iteration 75Q: 3 clusters Score -4663804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -4663798.000000 Penalty: 5167.647461
	Iteration 76Q: 3 clusters Score -4663798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -4663810.000000 Penalty: 5167.647461
	Iteration 77Q: 3 clusters Score -4663810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -4663812.500000 Penalty: 5167.647461
	Iteration 78Q: 3 clusters Score -4663812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -4663806.000000 Penalty: 5167.647461
	Iteration 79Q: 3 clusters Score -4663806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -4663809.500000 Penalty: 5167.647461
	Iteration 80F: 3 clusters Score -4663810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -4663807.500000 Penalty: 5167.647461
	Iteration 81Q: 3 clusters Score -4663808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -4663809.000000 Penalty: 5167.647461
	Iteration 82Q: 3 clusters Score -4663809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -4663806.000000 Penalty: 5167.647461
	Iteration 83Q: 3 clusters Score -4663806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -4663809.000000 Penalty: 5167.647461
	Iteration 84Q: 3 clusters Score -4663809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -4663811.500000 Penalty: 5167.647461
	Iteration 85Q: 3 clusters Score -4663812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -4663811.500000 Penalty: 5167.647461
	Iteration 86Q: 3 clusters Score -4663812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -4663812.000000 Penalty: 5167.647461
	Iteration 87Q: 3 clusters Score -4663812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -4663815.000000 Penalty: 5167.647461
	Iteration 88Q: 3 clusters Score -4663815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -4663811.000000 Penalty: 5167.647461
	Iteration 89Q: 3 clusters Score -4663811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -4663814.000000 Penalty: 5167.647461
	Iteration 90Q: 3 clusters Score -4663814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -4663818.500000 Penalty: 5167.647461
	Iteration 91Q: 3 clusters Score -4663818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -4663818.500000 Penalty: 5167.647461
	Iteration 92Q: 3 clusters Score -4663818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -4663818.500000 Penalty: 5167.647461
	Iteration 93F: 3 clusters Score -4663818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188191 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20547 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49355 members 
Mstep: Class 10 contains 35069 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167475 members 
Mstep: Class 16 contains 191827 members 
Mstep: Class 17 contains 139212 members 
Mstep: Class 18 contains 14188 members 
Mstep: Class 19 contains 33478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085624.000000 Penalty: 54213.273438
Iteration 199Q: 17 clusters Score -1.160856e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188193 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20544 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49362 members 
Mstep: Class 10 contains 35069 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167477 members 
Mstep: Class 16 contains 191822 members 
Mstep: Class 17 contains 139213 members 
Mstep: Class 18 contains 14187 members 
Mstep: Class 19 contains 33475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085600.000000 Penalty: 54213.273438
Iteration 200F: 17 clusters Score -1.160856e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188195 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20543 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49367 members 
Mstep: Class 10 contains 35068 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167478 members 
Mstep: Class 16 contains 191818 members 
Mstep: Class 17 contains 139219 members 
Mstep: Class 18 contains 14185 members 
Mstep: Class 19 contains 33469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085528.000000 Penalty: 54213.273438
Iteration 201Q: 17 clusters Score -1.160855e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188195 members 
Mstep: Class 4 contains 3094 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20541 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49368 members 
Mstep: Class 10 contains 35071 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167476 members 
Mstep: Class 16 contains 191813 members 
Mstep: Class 17 contains 139232 members 
Mstep: Class 18 contains 14183 members 
Mstep: Class 19 contains 33462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085464.000000 Penalty: 54213.273438
Iteration 202Q: 17 clusters Score -1.160855e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188194 members 
Mstep: Class 4 contains 3096 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20537 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49367 members 
Mstep: Class 10 contains 35071 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167478 members 
Mstep: Class 16 contains 191814 members 
Mstep: Class 17 contains 139239 members 
Mstep: Class 18 contains 14185 members 
Mstep: Class 19 contains 33454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085544.000000 Penalty: 54213.273438
Iteration 203Q: 17 clusters Score -1.160855e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188192 members 
Mstep: Class 4 contains 3097 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20536 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49368 members 
Mstep: Class 10 contains 35070 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167483 members 
Mstep: Class 16 contains 191813 members 
Mstep: Class 17 contains 139246 members 
Mstep: Class 18 contains 14187 members 
Mstep: Class 19 contains 33443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085576.000000 Penalty: 54213.273438
Iteration 204Q: 17 clusters Score -1.160856e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188192 members 
Mstep: Class 4 contains 3098 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20537 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49369 members 
Mstep: Class 10 contains 35069 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167482 members 
Mstep: Class 16 contains 191808 members 
Mstep: Class 17 contains 139260 members 
Mstep: Class 18 contains 14187 members 
Mstep: Class 19 contains 33434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085576.000000 Penalty: 54213.273438
Iteration 205Q: 17 clusters Score -1.160856e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188190 members 
Mstep: Class 4 contains 3099 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20538 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49370 members 
Mstep: Class 10 contains 35069 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167480 members 
Mstep: Class 16 contains 191808 members 
Mstep: Class 17 contains 139269 members 
Mstep: Class 18 contains 14189 members 
Mstep: Class 19 contains 33424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085488.000000 Penalty: 54213.273438
Iteration 206Q: 17 clusters Score -1.160855e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188190 members 
Mstep: Class 4 contains 3100 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20538 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49371 members 
Mstep: Class 10 contains 35071 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167482 members 
Mstep: Class 16 contains 191800 members 
Mstep: Class 17 contains 139280 members 
Mstep: Class 18 contains 14191 members 
Mstep: Class 19 contains 33413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085496.000000 Penalty: 54213.273438
Iteration 207Q: 17 clusters Score -1.160855e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188192 members 
Mstep: Class 4 contains 3101 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20538 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49373 members 
Mstep: Class 10 contains 35069 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167482 members 
Mstep: Class 16 contains 191800 members 
Mstep: Class 17 contains 139287 members 
Mstep: Class 18 contains 14192 members 
Mstep: Class 19 contains 33403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085408.000000 Penalty: 54213.273438
Iteration 208Q: 17 clusters Score -1.160854e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188194 members 
Mstep: Class 4 contains 3102 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20538 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49373 members 
Mstep: Class 10 contains 35068 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167481 members 
Mstep: Class 16 contains 191802 members 
Mstep: Class 17 contains 139287 members 
Mstep: Class 18 contains 14193 members 
Mstep: Class 19 contains 33399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085408.000000 Penalty: 54213.273438
Iteration 209Q: 17 clusters Score -1.160854e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188194 members 
Mstep: Class 4 contains 3103 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20538 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49374 members 
Mstep: Class 10 contains 35070 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167479 members 
Mstep: Class 16 contains 191799 members 
Mstep: Class 17 contains 139288 members 
Mstep: Class 18 contains 14194 members 
Mstep: Class 19 contains 33398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085360.000000 Penalty: 54213.273438
Iteration 210Q: 17 clusters Score -1.160854e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188191 members 
Mstep: Class 4 contains 3105 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20538 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49372 members 
Mstep: Class 10 contains 35071 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167481 members 
Mstep: Class 16 contains 191801 members 
Mstep: Class 17 contains 139289 members 
Mstep: Class 18 contains 14194 members 
Mstep: Class 19 contains 33395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085312.000000 Penalty: 54213.273438
Iteration 211Q: 17 clusters Score -1.160853e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188188 members 
Mstep: Class 4 contains 3108 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20538 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49370 members 
Mstep: Class 10 contains 35071 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167482 members 
Mstep: Class 16 contains 191803 members 
Mstep: Class 17 contains 139288 members 
Mstep: Class 18 contains 14197 members 
Mstep: Class 19 contains 33392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085376.000000 Penalty: 54213.273438
Iteration 212Q: 17 clusters Score -1.160854e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188190 members 
Mstep: Class 4 contains 3111 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20538 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49368 members 
Mstep: Class 10 contains 35071 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167481 members 
Mstep: Class 16 contains 191801 members 
Mstep: Class 17 contains 139285 members 
Mstep: Class 18 contains 14201 members 
Mstep: Class 19 contains 33391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085328.000000 Penalty: 54213.273438
Iteration 213Q: 17 clusters Score -1.160853e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188188 members 
Mstep: Class 4 contains 3113 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20537 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49370 members 
Mstep: Class 10 contains 35070 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167483 members 
Mstep: Class 16 contains 191798 members 
Mstep: Class 17 contains 139286 members 
Mstep: Class 18 contains 14204 members 
Mstep: Class 19 contains 33388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085400.000000 Penalty: 54213.273438
Iteration 214Q: 17 clusters Score -1.160854e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188198 members 
Mstep: Class 4 contains 3117 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20536 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49369 members 
Mstep: Class 10 contains 35069 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167486 members 
Mstep: Class 16 contains 191788 members 
Mstep: Class 17 contains 139284 members 
Mstep: Class 18 contains 14204 members 
Mstep: Class 19 contains 33386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085312.000000 Penalty: 54213.273438
Iteration 215Q: 17 clusters Score -1.160853e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188203 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20534 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49370 members 
Mstep: Class 10 contains 35069 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167485 members 
Mstep: Class 16 contains 191784 members 
Mstep: Class 17 contains 139282 members 
Mstep: Class 18 contains 14208 members 
Mstep: Class 19 contains 33382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085280.000000 Penalty: 54213.273438
Iteration 216Q: 17 clusters Score -1.160853e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188207 members 
Mstep: Class 4 contains 3123 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20536 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49370 members 
Mstep: Class 10 contains 35068 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167487 members 
Mstep: Class 16 contains 191779 members 
Mstep: Class 17 contains 139281 members 
Mstep: Class 18 contains 14210 members 
Mstep: Class 19 contains 33376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085312.000000 Penalty: 54213.273438
Iteration 217Q: 17 clusters Score -1.160853e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188210 members 
Mstep: Class 4 contains 3126 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20538 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49369 members 
Mstep: Class 10 contains 35070 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167487 members 
Mstep: Class 16 contains 191771 members 
Mstep: Class 17 contains 139279 members 
Mstep: Class 18 contains 14212 members 
Mstep: Class 19 contains 33375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085352.000000 Penalty: 54213.273438
Iteration 218Q: 17 clusters Score -1.160854e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188213 members 
Mstep: Class 4 contains 3129 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20536 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49369 members 
Mstep: Class 10 contains 35070 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167491 members 
Mstep: Class 16 contains 191763 members 
Mstep: Class 17 contains 139285 members 
Mstep: Class 18 contains 14209 members 
Mstep: Class 19 contains 33372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085384.000000 Penalty: 54213.273438
Iteration 219Q: 17 clusters Score -1.160854e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188221 members 
Mstep: Class 4 contains 3132 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20534 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49369 members 
Mstep: Class 10 contains 35072 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167491 members 
Mstep: Class 16 contains 191752 members 
Mstep: Class 17 contains 139290 members 
Mstep: Class 18 contains 14208 members 
Mstep: Class 19 contains 33368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085320.000000 Penalty: 54213.273438
Iteration 220F: 17 clusters Score -1.160853e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188228 members 
Mstep: Class 4 contains 3136 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20527 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49370 members 
Mstep: Class 10 contains 35073 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167493 members 
Mstep: Class 16 contains 191744 members 
Mstep: Class 17 contains 139293 members 
Mstep: Class 18 contains 14208 members 
Mstep: Class 19 contains 33365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085256.000000 Penalty: 54213.273438
Iteration 221Q: 17 clusters Score -1.160853e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188235 members 
Mstep: Class 4 contains 3137 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20522 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49372 members 
Mstep: Class 10 contains 35074 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167501 members 
Mstep: Class 16 contains 191733 members 
Mstep: Class 17 contains 139294 members 
Mstep: Class 18 contains 14208 members 
Mstep: Class 19 contains 33361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085296.000000 Penalty: 54213.273438
Iteration 222Q: 17 clusters Score -1.160853e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188247 members 
Mstep: Class 4 contains 3138 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20515 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49374 members 
Mstep: Class 10 contains 35074 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167504 members 
Mstep: Class 16 contains 191722 members 
Mstep: Class 17 contains 139300 members 
Mstep: Class 18 contains 14208 members 
Mstep: Class 19 contains 33357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085328.000000 Penalty: 54213.273438
Iteration 223Q: 17 clusters Score -1.160853e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188260 members 
Mstep: Class 4 contains 3139 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20514 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49380 members 
Mstep: Class 10 contains 35074 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167504 members 
Mstep: Class 16 contains 191699 members 
Mstep: Class 17 contains 139312 members 
Mstep: Class 18 contains 14206 members 
Mstep: Class 19 contains 33352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085376.000000 Penalty: 54213.273438
Iteration 224Q: 17 clusters Score -1.160854e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188271 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20512 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49385 members 
Mstep: Class 10 contains 35074 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167506 members 
Mstep: Class 16 contains 191686 members 
Mstep: Class 17 contains 139318 members 
Mstep: Class 18 contains 14205 members 
Mstep: Class 19 contains 33344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085320.000000 Penalty: 54213.273438
Iteration 225Q: 17 clusters Score -1.160853e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188273 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20512 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49389 members 
Mstep: Class 10 contains 35075 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167509 members 
Mstep: Class 16 contains 191675 members 
Mstep: Class 17 contains 139321 members 
Mstep: Class 18 contains 14206 members 
Mstep: Class 19 contains 33342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085344.000000 Penalty: 54213.273438
Iteration 226Q: 17 clusters Score -1.160853e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188270 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20512 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49392 members 
Mstep: Class 10 contains 35076 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167509 members 
Mstep: Class 16 contains 191675 members 
Mstep: Class 17 contains 139328 members 
Mstep: Class 18 contains 14203 members 
Mstep: Class 19 contains 33339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085320.000000 Penalty: 54213.273438
Iteration 227Q: 17 clusters Score -1.160853e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188273 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20512 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49393 members 
Mstep: Class 10 contains 35076 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167507 members 
Mstep: Class 16 contains 191670 members 
Mstep: Class 17 contains 139332 members 
Mstep: Class 18 contains 14203 members 
Mstep: Class 19 contains 33339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085304.000000 Penalty: 54213.273438
Iteration 228Q: 17 clusters Score -1.160853e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188271 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20512 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49394 members 
Mstep: Class 10 contains 35078 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167512 members 
Mstep: Class 16 contains 191664 members 
Mstep: Class 17 contains 139332 members 
Mstep: Class 18 contains 14204 members 
Mstep: Class 19 contains 33338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085328.000000 Penalty: 54213.273438
Iteration 229Q: 17 clusters Score -1.160853e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188268 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20513 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49400 members 
Mstep: Class 10 contains 35081 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167516 members 
Mstep: Class 16 contains 191650 members 
Mstep: Class 17 contains 139334 members 
Mstep: Class 18 contains 14207 members 
Mstep: Class 19 contains 33336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085304.000000 Penalty: 54213.273438
Iteration 230Q: 17 clusters Score -1.160853e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188259 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20513 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49404 members 
Mstep: Class 10 contains 35082 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167522 members 
Mstep: Class 16 contains 191646 members 
Mstep: Class 17 contains 139336 members 
Mstep: Class 18 contains 14208 members 
Mstep: Class 19 contains 33335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085328.000000 Penalty: 54213.273438
Iteration 231Q: 17 clusters Score -1.160853e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188257 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20514 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49410 members 
Mstep: Class 10 contains 35083 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167524 members 
Mstep: Class 16 contains 191634 members 
Mstep: Class 17 contains 139339 members 
Mstep: Class 18 contains 14209 members 
Mstep: Class 19 contains 33335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085328.000000 Penalty: 54213.273438
Iteration 232Q: 17 clusters Score -1.160853e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188261 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20513 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49414 members 
Mstep: Class 10 contains 35083 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167527 members 
Mstep: Class 16 contains 191624 members 
Mstep: Class 17 contains 139344 members 
Mstep: Class 18 contains 14205 members 
Mstep: Class 19 contains 33334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085296.000000 Penalty: 54213.273438
Iteration 233Q: 17 clusters Score -1.160853e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188259 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20514 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49417 members 
Mstep: Class 10 contains 35085 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167531 members 
Mstep: Class 16 contains 191618 members 
Mstep: Class 17 contains 139342 members 
Mstep: Class 18 contains 14206 members 
Mstep: Class 19 contains 33333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085304.000000 Penalty: 54213.273438
Iteration 234Q: 17 clusters Score -1.160853e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188260 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20513 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49420 members 
Mstep: Class 10 contains 35085 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167535 members 
Mstep: Class 16 contains 191612 members 
Mstep: Class 17 contains 139339 members 
Mstep: Class 18 contains 14207 members 
Mstep: Class 19 contains 33334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085360.000000 Penalty: 54213.273438
Iteration 235Q: 17 clusters Score -1.160854e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188260 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20513 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49420 members 
Mstep: Class 10 contains 35086 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167539 members 
Mstep: Class 16 contains 191607 members 
Mstep: Class 17 contains 139342 members 
Mstep: Class 18 contains 14206 members 
Mstep: Class 19 contains 33332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085368.000000 Penalty: 54213.273438
Iteration 236Q: 17 clusters Score -1.160854e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188263 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20513 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49420 members 
Mstep: Class 10 contains 35087 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167542 members 
Mstep: Class 16 contains 191603 members 
Mstep: Class 17 contains 139340 members 
Mstep: Class 18 contains 14205 members 
Mstep: Class 19 contains 33332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085336.000000 Penalty: 54213.273438
Iteration 237Q: 17 clusters Score -1.160853e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188270 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20514 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49422 members 
Mstep: Class 10 contains 35087 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167538 members 
Mstep: Class 16 contains 191597 members 
Mstep: Class 17 contains 139341 members 
Mstep: Class 18 contains 14204 members 
Mstep: Class 19 contains 33332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085416.000000 Penalty: 54213.273438
Iteration 238Q: 17 clusters Score -1.160854e+08 nChanged 30
Entering ConstructFrom: 
Score: -116085416.000000 Penalty: 54213.273438
Entering ConstructFrom: 
Trying to split cluster 1 (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: -1505839.750000 Penalty: 2318.609619
	Iteration 0F: 2 clusters Score -1505840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1497278.250000 Penalty: 4637.219238
	Iteration 0F: 3 clusters Score -1497278 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1499894.625000 Penalty: 4637.219238
	Iteration 1F: 3 clusters Score -1499895 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1500176.000000 Penalty: 4637.219238
	Iteration 2F: 3 clusters Score -1500176 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1500373.750000 Penalty: 4637.219238
	Iteration 3Q: 3 clusters Score -1500374 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1500524.500000 Penalty: 4637.219238
	Iteration 4Q: 3 clusters Score -1500524 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1500666.625000 Penalty: 4637.219238
	Iteration 5Q: 3 clusters Score -1500667 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1500786.875000 Penalty: 4637.219238
	Iteration 6Q: 3 clusters Score -1500787 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1500904.625000 Penalty: 4637.219238
	Iteration 7Q: 3 clusters Score -1500905 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1501064.375000 Penalty: 4637.219238
	Iteration 8Q: 3 clusters Score -1501064 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1501253.250000 Penalty: 4637.219238
	Iteration 9Q: 3 clusters Score -1501253 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1501481.125000 Penalty: 4637.219238
	Iteration 10Q: 3 clusters Score -1501481 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1501773.000000 Penalty: 4637.219238
	Iteration 11Q: 3 clusters Score -1501773 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1502107.250000 Penalty: 4637.219238
	Iteration 12Q: 3 clusters Score -1502107 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1502422.375000 Penalty: 4637.219238
	Iteration 13Q: 3 clusters Score -1502422 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1502761.000000 Penalty: 4637.219238
	Iteration 14Q: 3 clusters Score -1502761 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1503056.000000 Penalty: 4637.219238
	Iteration 15Q: 3 clusters Score -1503056 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1503305.125000 Penalty: 4637.219238
	Iteration 16Q: 3 clusters Score -1503305 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1503488.625000 Penalty: 4637.219238
	Iteration 17Q: 3 clusters Score -1503489 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1503617.625000 Penalty: 4637.219238
	Iteration 18Q: 3 clusters Score -1503618 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1503693.625000 Penalty: 4637.219238
	Iteration 19Q: 3 clusters Score -1503694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1503725.750000 Penalty: 4637.219238
	Iteration 20F: 3 clusters Score -1503726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1503740.000000 Penalty: 4637.219238
	Iteration 21Q: 3 clusters Score -1503740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1503767.000000 Penalty: 4637.219238
	Iteration 22Q: 3 clusters Score -1503767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1503787.625000 Penalty: 4637.219238
	Iteration 23Q: 3 clusters Score -1503788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1503801.125000 Penalty: 4637.219238
	Iteration 24Q: 3 clusters Score -1503801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1503812.750000 Penalty: 4637.219238
	Iteration 25Q: 3 clusters Score -1503813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1503825.375000 Penalty: 4637.219238
	Iteration 26Q: 3 clusters Score -1503825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1503842.500000 Penalty: 4637.219238
	Iteration 27Q: 3 clusters Score -1503842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1503853.000000 Penalty: 4637.219238
	Iteration 28Q: 3 clusters Score -1503853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1503860.125000 Penalty: 4637.219238
	Iteration 29Q: 3 clusters Score -1503860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1503869.625000 Penalty: 4637.219238
	Iteration 30Q: 3 clusters Score -1503870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1503874.375000 Penalty: 4637.219238
	Iteration 31Q: 3 clusters Score -1503874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1503880.500000 Penalty: 4637.219238
	Iteration 32Q: 3 clusters Score -1503880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1503883.250000 Penalty: 4637.219238
	Iteration 33Q: 3 clusters Score -1503883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1503883.625000 Penalty: 4637.219238
	Iteration 34Q: 3 clusters Score -1503884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1503886.625000 Penalty: 4637.219238
	Iteration 35Q: 3 clusters Score -1503887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1503887.625000 Penalty: 4637.219238
	Iteration 36Q: 3 clusters Score -1503888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1503892.750000 Penalty: 4637.219238
	Iteration 37Q: 3 clusters Score -1503893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1503893.625000 Penalty: 4637.219238
	Iteration 38Q: 3 clusters Score -1503894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1503894.125000 Penalty: 4637.219238
	Iteration 39Q: 3 clusters Score -1503894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1503894.125000 Penalty: 4637.219238
	Iteration 40F: 3 clusters Score -1503894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -64744.757812 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -64744.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63249.781250 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -63249.78 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63581.484375 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -63581.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63758.250000 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -63758.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63897.957031 Penalty: 3137.770020
	Iteration 3F: 3 clusters Score -63897.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64010.484375 Penalty: 3137.770020
	Iteration 4Q: 3 clusters Score -64010.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -64096.015625 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -64096.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -64167.457031 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -64167.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64243.582031 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -64243.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64341.687500 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -64341.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64487.703125 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -64487.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -64704.269531 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -64704.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64946.601562 Penalty: 3137.770020
	Iteration 11Q: 3 clusters Score -64946.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65023.730469 Penalty: 3137.770020
	Iteration 12Q: 3 clusters Score -65023.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65042.777344 Penalty: 3137.770020
	Iteration 13Q: 3 clusters Score -65042.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -65048.375000 Penalty: 3137.770020
	Iteration 14Q: 3 clusters Score -65048.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65049.746094 Penalty: 3137.770020
	Iteration 15Q: 3 clusters Score -65049.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65112.769531 Penalty: 3137.770020
	Iteration 16F: 3 clusters Score -65112.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65332.757812 Penalty: 3137.770020
	Iteration 17Q: 3 clusters Score -65332.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -65457.281250 Penalty: 3137.770020
	Iteration 18Q: 3 clusters Score -65457.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -65473.593750 Penalty: 3137.770020
	Iteration 19Q: 3 clusters Score -65473.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -65479.875000 Penalty: 3137.770020
	Iteration 20F: 3 clusters Score -65479.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65484.289062 Penalty: 3137.770020
	Iteration 21Q: 3 clusters Score -65484.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65484.289062 Penalty: 3137.770020
	Iteration 22F: 3 clusters Score -65484.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 291 members 
Mstep: Class 3 contains 188277 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20516 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49425 members 
Mstep: Class 10 contains 35086 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167536 members 
Mstep: Class 16 contains 191586 members 
Mstep: Class 17 contains 139344 members 
Mstep: Class 18 contains 14204 members 
Mstep: Class 19 contains 33332 members 
Entering Unmasked Estep 
Score: -116084384.000000 Penalty: 57601.605469
Splitting cluster 2 changes total score from -116085416.000000 to -116084384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (188277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188277 members 
Entering Unmasked Estep 
Score: -25822288.000000 Penalty: 3012.126221
	Iteration 0F: 2 clusters Score -2.582229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93802 members 
Mstep: Class 2 contains 94475 members 
Entering Unmasked Estep 
Score: -25701868.000000 Penalty: 6024.252441
	Iteration 0F: 3 clusters Score -2.570187e+07 nChanged 90287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87761 members 
Mstep: Class 2 contains 100516 members 
Entering Unmasked Estep 
Score: -25755224.000000 Penalty: 6024.252441
	Iteration 1F: 3 clusters Score -2.575522e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83778 members 
Mstep: Class 2 contains 104499 members 
Entering Unmasked Estep 
Score: -25757692.000000 Penalty: 6024.252441
	Iteration 2Q: 3 clusters Score -2.575769e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77790 members 
Mstep: Class 2 contains 110487 members 
Entering Unmasked Estep 
Score: -25761454.000000 Penalty: 6024.252441
	Iteration 3Q: 3 clusters Score -2.576145e+07 nChanged 10874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69422 members 
Mstep: Class 2 contains 118855 members 
Entering Unmasked Estep 
Score: -25767324.000000 Penalty: 6024.252441
	Iteration 4F: 3 clusters Score -2.576732e+07 nChanged 12868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 129845 members 
Entering Unmasked Estep 
Score: -25775808.000000 Penalty: 6024.252441
	Iteration 5F: 3 clusters Score -2.577581e+07 nChanged 14063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 142798 members 
Entering Unmasked Estep 
Score: -25786520.000000 Penalty: 6024.252441
	Iteration 6F: 3 clusters Score -2.578652e+07 nChanged 13438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 155744 members 
Entering Unmasked Estep 
Score: -25796864.000000 Penalty: 6024.252441
	Iteration 7F: 3 clusters Score -2.579686e+07 nChanged 11209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 166813 members 
Entering Unmasked Estep 
Score: -25805182.000000 Penalty: 6024.252441
	Iteration 8F: 3 clusters Score -2.580518e+07 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 175270 members 
Entering Unmasked Estep 
Score: -25811278.000000 Penalty: 6024.252441
	Iteration 9Q: 3 clusters Score -2.581128e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 180864 members 
Entering Unmasked Estep 
Score: -25815168.000000 Penalty: 6024.252441
	Iteration 10Q: 3 clusters Score -2.581517e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 184044 members 
Entering Unmasked Estep 
Score: -25817388.000000 Penalty: 6024.252441
	Iteration 11Q: 3 clusters Score -2.581739e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 185623 members 
Entering Unmasked Estep 
Score: -25818588.000000 Penalty: 6024.252441
	Iteration 12Q: 3 clusters Score -2.581859e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 186370 members 
Entering Unmasked Estep 
Score: -25819090.000000 Penalty: 6024.252441
	Iteration 13Q: 3 clusters Score -2.581909e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 186741 members 
Entering Unmasked Estep 
Score: -25819434.000000 Penalty: 6024.252441
	Iteration 14Q: 3 clusters Score -2.581943e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 186943 members 
Entering Unmasked Estep 
Score: -25819562.000000 Penalty: 6024.252441
	Iteration 15Q: 3 clusters Score -2.581956e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 187075 members 
Entering Unmasked Estep 
Score: -25819652.000000 Penalty: 6024.252441
	Iteration 16Q: 3 clusters Score -2.581965e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 187158 members 
Entering Unmasked Estep 
Score: -25819706.000000 Penalty: 6024.252441
	Iteration 17Q: 3 clusters Score -2.581971e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 187236 members 
Entering Unmasked Estep 
Score: -25819760.000000 Penalty: 6024.252441
	Iteration 18Q: 3 clusters Score -2.581976e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 187290 members 
Entering Unmasked Estep 
Score: -25819780.000000 Penalty: 6024.252441
	Iteration 19Q: 3 clusters Score -2.581978e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 187326 members 
Entering Unmasked Estep 
Score: -25819766.000000 Penalty: 6024.252441
	Iteration 20F: 3 clusters Score -2.581977e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 187350 members 
Entering Unmasked Estep 
Score: -25819762.000000 Penalty: 6024.252441
	Iteration 21Q: 3 clusters Score -2.581976e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 187356 members 
Entering Unmasked Estep 
Score: -25819770.000000 Penalty: 6024.252441
	Iteration 22Q: 3 clusters Score -2.581977e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 187360 members 
Entering Unmasked Estep 
Score: -25819826.000000 Penalty: 6024.252441
	Iteration 23Q: 3 clusters Score -2.581983e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 187371 members 
Entering Unmasked Estep 
Score: -25819824.000000 Penalty: 6024.252441
	Iteration 24Q: 3 clusters Score -2.581982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 187380 members 
Entering Unmasked Estep 
Score: -25819816.000000 Penalty: 6024.252441
	Iteration 25Q: 3 clusters Score -2.581982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 187388 members 
Entering Unmasked Estep 
Score: -25819840.000000 Penalty: 6024.252441
	Iteration 26Q: 3 clusters Score -2.581984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 187390 members 
Entering Unmasked Estep 
Score: -25819828.000000 Penalty: 6024.252441
	Iteration 27Q: 3 clusters Score -2.581983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 187399 members 
Entering Unmasked Estep 
Score: -25819830.000000 Penalty: 6024.252441
	Iteration 28Q: 3 clusters Score -2.581983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 187404 members 
Entering Unmasked Estep 
Score: -25819836.000000 Penalty: 6024.252441
	Iteration 29Q: 3 clusters Score -2.581984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 187410 members 
Entering Unmasked Estep 
Score: -25819818.000000 Penalty: 6024.252441
	Iteration 30Q: 3 clusters Score -2.581982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 187415 members 
Entering Unmasked Estep 
Score: -25819820.000000 Penalty: 6024.252441
	Iteration 31Q: 3 clusters Score -2.581982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 187414 members 
Entering Unmasked Estep 
Score: -25819832.000000 Penalty: 6024.252441
	Iteration 32Q: 3 clusters Score -2.581983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 187415 members 
Entering Unmasked Estep 
Score: -25819824.000000 Penalty: 6024.252441
	Iteration 33Q: 3 clusters Score -2.581982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 187413 members 
Entering Unmasked Estep 
Score: -25819832.000000 Penalty: 6024.252441
	Iteration 34Q: 3 clusters Score -2.581983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 187411 members 
Entering Unmasked Estep 
Score: -25819846.000000 Penalty: 6024.252441
	Iteration 35Q: 3 clusters Score -2.581985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 187411 members 
Entering Unmasked Estep 
Score: -25819828.000000 Penalty: 6024.252441
	Iteration 36Q: 3 clusters Score -2.581983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 187413 members 
Entering Unmasked Estep 
Score: -25819812.000000 Penalty: 6024.252441
	Iteration 37Q: 3 clusters Score -2.581981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 187416 members 
Entering Unmasked Estep 
Score: -25819830.000000 Penalty: 6024.252441
	Iteration 38Q: 3 clusters Score -2.581983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 187416 members 
Entering Unmasked Estep 
Score: -25819830.000000 Penalty: 6024.252441
	Iteration 39F: 3 clusters Score -2.581983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Entering Unmasked Estep 
Score: -413277.468750 Penalty: 1996.890625
	Iteration 0F: 2 clusters Score -413277.5 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 1579 members 
Entering Unmasked Estep 
Score: -409907.093750 Penalty: 3993.781250
	Iteration 0F: 3 clusters Score -409907.1 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -410560.718750 Penalty: 3993.781250
	Iteration 1F: 3 clusters Score -410560.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -410722.375000 Penalty: 3993.781250
	Iteration 2F: 3 clusters Score -410722.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -410801.781250 Penalty: 3993.781250
	Iteration 3Q: 3 clusters Score -410801.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -410840.562500 Penalty: 3993.781250
	Iteration 4Q: 3 clusters Score -410840.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -410873.562500 Penalty: 3993.781250
	Iteration 5Q: 3 clusters Score -410873.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -410903.343750 Penalty: 3993.781250
	Iteration 6Q: 3 clusters Score -410903.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -410938.593750 Penalty: 3993.781250
	Iteration 7Q: 3 clusters Score -410938.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -410962.375000 Penalty: 3993.781250
	Iteration 8Q: 3 clusters Score -410962.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -410977.937500 Penalty: 3993.781250
	Iteration 9Q: 3 clusters Score -410977.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -410991.687500 Penalty: 3993.781250
	Iteration 10Q: 3 clusters Score -410991.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -411007.718750 Penalty: 3993.781250
	Iteration 11Q: 3 clusters Score -411007.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -411026.125000 Penalty: 3993.781250
	Iteration 12Q: 3 clusters Score -411026.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -411043.812500 Penalty: 3993.781250
	Iteration 13Q: 3 clusters Score -411043.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -411064.062500 Penalty: 3993.781250
	Iteration 14Q: 3 clusters Score -411064.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -411083.031250 Penalty: 3993.781250
	Iteration 15Q: 3 clusters Score -411083 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -411109.406250 Penalty: 3993.781250
	Iteration 16Q: 3 clusters Score -411109.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -411137.812500 Penalty: 3993.781250
	Iteration 17Q: 3 clusters Score -411137.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -411167.375000 Penalty: 3993.781250
	Iteration 18Q: 3 clusters Score -411167.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -411195.843750 Penalty: 3993.781250
	Iteration 19Q: 3 clusters Score -411195.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -411219.937500 Penalty: 3993.781250
	Iteration 20F: 3 clusters Score -411219.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -411243.687500 Penalty: 3993.781250
	Iteration 21Q: 3 clusters Score -411243.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -411265.187500 Penalty: 3993.781250
	Iteration 22Q: 3 clusters Score -411265.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -411281.343750 Penalty: 3993.781250
	Iteration 23Q: 3 clusters Score -411281.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -411296.187500 Penalty: 3993.781250
	Iteration 24Q: 3 clusters Score -411296.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -411310.531250 Penalty: 3993.781250
	Iteration 25Q: 3 clusters Score -411310.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -411327.406250 Penalty: 3993.781250
	Iteration 26Q: 3 clusters Score -411327.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -411341.843750 Penalty: 3993.781250
	Iteration 27Q: 3 clusters Score -411341.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -411356.250000 Penalty: 3993.781250
	Iteration 28Q: 3 clusters Score -411356.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -411369.781250 Penalty: 3993.781250
	Iteration 29Q: 3 clusters Score -411369.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -411388.968750 Penalty: 3993.781250
	Iteration 30Q: 3 clusters Score -411389 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -411404.156250 Penalty: 3993.781250
	Iteration 31Q: 3 clusters Score -411404.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -411424.750000 Penalty: 3993.781250
	Iteration 32Q: 3 clusters Score -411424.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -411443.125000 Penalty: 3993.781250
	Iteration 33Q: 3 clusters Score -411443.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -411468.187500 Penalty: 3993.781250
	Iteration 34Q: 3 clusters Score -411468.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -411502.406250 Penalty: 3993.781250
	Iteration 35Q: 3 clusters Score -411502.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -411531.312500 Penalty: 3993.781250
	Iteration 36Q: 3 clusters Score -411531.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -411555.843750 Penalty: 3993.781250
	Iteration 37Q: 3 clusters Score -411555.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -411573.687500 Penalty: 3993.781250
	Iteration 38Q: 3 clusters Score -411573.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -411584.562500 Penalty: 3993.781250
	Iteration 39Q: 3 clusters Score -411584.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -411592.312500 Penalty: 3993.781250
	Iteration 40F: 3 clusters Score -411592.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -411599.593750 Penalty: 3993.781250
	Iteration 41Q: 3 clusters Score -411599.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -411615.468750 Penalty: 3993.781250
	Iteration 42Q: 3 clusters Score -411615.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -411628.312500 Penalty: 3993.781250
	Iteration 43Q: 3 clusters Score -411628.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -411640.093750 Penalty: 3993.781250
	Iteration 44Q: 3 clusters Score -411640.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -411653.250000 Penalty: 3993.781250
	Iteration 45Q: 3 clusters Score -411653.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -411670.593750 Penalty: 3993.781250
	Iteration 46Q: 3 clusters Score -411670.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -411693.250000 Penalty: 3993.781250
	Iteration 47Q: 3 clusters Score -411693.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -411708.843750 Penalty: 3993.781250
	Iteration 48Q: 3 clusters Score -411708.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -411724.875000 Penalty: 3993.781250
	Iteration 49Q: 3 clusters Score -411724.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -411736.531250 Penalty: 3993.781250
	Iteration 50Q: 3 clusters Score -411736.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -411746.593750 Penalty: 3993.781250
	Iteration 51Q: 3 clusters Score -411746.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -411756.406250 Penalty: 3993.781250
	Iteration 52Q: 3 clusters Score -411756.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -411762.968750 Penalty: 3993.781250
	Iteration 53Q: 3 clusters Score -411763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -411769.031250 Penalty: 3993.781250
	Iteration 54Q: 3 clusters Score -411769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -411772.812500 Penalty: 3993.781250
	Iteration 55Q: 3 clusters Score -411772.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -411776.281250 Penalty: 3993.781250
	Iteration 56Q: 3 clusters Score -411776.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -411779.500000 Penalty: 3993.781250
	Iteration 57Q: 3 clusters Score -411779.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -411782.218750 Penalty: 3993.781250
	Iteration 58Q: 3 clusters Score -411782.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -411786.437500 Penalty: 3993.781250
	Iteration 59Q: 3 clusters Score -411786.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -411788.312500 Penalty: 3993.781250
	Iteration 60F: 3 clusters Score -411788.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -411790.875000 Penalty: 3993.781250
	Iteration 61Q: 3 clusters Score -411790.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -411792.000000 Penalty: 3993.781250
	Iteration 62Q: 3 clusters Score -411792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -411792.000000 Penalty: 3993.781250
	Iteration 63F: 3 clusters Score -411792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Entering Unmasked Estep 
Score: -145904.781250 Penalty: 1728.041504
	Iteration 0F: 2 clusters Score -145904.8 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 555 members 
Entering Unmasked Estep 
Score: -143928.500000 Penalty: 3456.083008
	Iteration 0F: 3 clusters Score -143928.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -144183.359375 Penalty: 3456.083008
	Iteration 1F: 3 clusters Score -144183.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -144264.937500 Penalty: 3456.083008
	Iteration 2F: 3 clusters Score -144264.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -144308.281250 Penalty: 3456.083008
	Iteration 3Q: 3 clusters Score -144308.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -144318.921875 Penalty: 3456.083008
	Iteration 4Q: 3 clusters Score -144318.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -144329.218750 Penalty: 3456.083008
	Iteration 5Q: 3 clusters Score -144329.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -144336.406250 Penalty: 3456.083008
	Iteration 6Q: 3 clusters Score -144336.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -144339.531250 Penalty: 3456.083008
	Iteration 7Q: 3 clusters Score -144339.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -144342.890625 Penalty: 3456.083008
	Iteration 8Q: 3 clusters Score -144342.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -144343.406250 Penalty: 3456.083008
	Iteration 9Q: 3 clusters Score -144343.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -144344.437500 Penalty: 3456.083008
	Iteration 10Q: 3 clusters Score -144344.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -144345.187500 Penalty: 3456.083008
	Iteration 11Q: 3 clusters Score -144345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -144346.093750 Penalty: 3456.083008
	Iteration 12Q: 3 clusters Score -144346.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -144347.468750 Penalty: 3456.083008
	Iteration 13Q: 3 clusters Score -144347.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -144347.468750 Penalty: 3456.083008
	Iteration 14F: 3 clusters Score -144347.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Entering Unmasked Estep 
Score: -176600.734375 Penalty: 1791.558105
	Iteration 0F: 2 clusters Score -176600.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -174439.281250 Penalty: 3583.116211
	Iteration 0F: 3 clusters Score -174439.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -174888.562500 Penalty: 3583.116211
	Iteration 1F: 3 clusters Score -174888.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -175194.859375 Penalty: 3583.116211
	Iteration 2F: 3 clusters Score -175194.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -175588.781250 Penalty: 3583.116211
	Iteration 3F: 3 clusters Score -175588.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -176054.093750 Penalty: 3583.116211
	Iteration 4F: 3 clusters Score -176054.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -176476.000000 Penalty: 3583.116211
	Iteration 5F: 3 clusters Score -176476 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -176800.453125 Penalty: 3583.116211
	Iteration 6F: 3 clusters Score -176800.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -176890.968750 Penalty: 3583.116211
	Iteration 7Q: 3 clusters Score -176891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -176914.062500 Penalty: 3583.116211
	Iteration 8Q: 3 clusters Score -176914.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -176928.906250 Penalty: 3583.116211
	Iteration 9Q: 3 clusters Score -176928.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -176934.906250 Penalty: 3583.116211
	Iteration 10Q: 3 clusters Score -176934.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -176936.125000 Penalty: 3583.116211
	Iteration 11Q: 3 clusters Score -176936.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -176937.562500 Penalty: 3583.116211
	Iteration 12Q: 3 clusters Score -176937.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -176937.953125 Penalty: 3583.116211
	Iteration 13Q: 3 clusters Score -176938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -176937.953125 Penalty: 3583.116211
	Iteration 14F: 3 clusters Score -176938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188277 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 373 members 
Mstep: Class 7 contains 20516 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49425 members 
Mstep: Class 10 contains 35086 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167536 members 
Mstep: Class 16 contains 191586 members 
Mstep: Class 17 contains 139344 members 
Mstep: Class 18 contains 14204 members 
Mstep: Class 19 contains 33332 members 
Entering Unmasked Estep 
Score: -116084032.000000 Penalty: 57601.605469
Splitting cluster 6 changes total score from -116085416.000000 to -116084032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (20516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Entering Unmasked Estep 
Score: -2864288.750000 Penalty: 2462.382324
	Iteration 0F: 2 clusters Score -2864289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2849842.750000 Penalty: 4924.764648
	Iteration 0F: 3 clusters Score -2849843 nChanged 9086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2854656.250000 Penalty: 4924.764648
	Iteration 1F: 3 clusters Score -2854656 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2855027.750000 Penalty: 4924.764648
	Iteration 2F: 3 clusters Score -2855028 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2855266.250000 Penalty: 4924.764648
	Iteration 3Q: 3 clusters Score -2855266 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2855463.000000 Penalty: 4924.764648
	Iteration 4Q: 3 clusters Score -2855463 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2855619.500000 Penalty: 4924.764648
	Iteration 5Q: 3 clusters Score -2855620 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2855737.750000 Penalty: 4924.764648
	Iteration 6Q: 3 clusters Score -2855738 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2855886.500000 Penalty: 4924.764648
	Iteration 7Q: 3 clusters Score -2855886 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2855994.750000 Penalty: 4924.764648
	Iteration 8Q: 3 clusters Score -2855995 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2856099.250000 Penalty: 4924.764648
	Iteration 9Q: 3 clusters Score -2856099 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2856245.500000 Penalty: 4924.764648
	Iteration 10Q: 3 clusters Score -2856246 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2856422.750000 Penalty: 4924.764648
	Iteration 11Q: 3 clusters Score -2856423 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2856698.000000 Penalty: 4924.764648
	Iteration 12Q: 3 clusters Score -2856698 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2857067.750000 Penalty: 4924.764648
	Iteration 13Q: 3 clusters Score -2857068 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2857646.500000 Penalty: 4924.764648
	Iteration 14Q: 3 clusters Score -2857646 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2858442.750000 Penalty: 4924.764648
	Iteration 15F: 3 clusters Score -2858443 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2859418.250000 Penalty: 4924.764648
	Iteration 16F: 3 clusters Score -2859418 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2860330.250000 Penalty: 4924.764648
	Iteration 17F: 3 clusters Score -2860330 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2861058.250000 Penalty: 4924.764648
	Iteration 18Q: 3 clusters Score -2861058 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2861555.750000 Penalty: 4924.764648
	Iteration 19Q: 3 clusters Score -2861556 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2861825.250000 Penalty: 4924.764648
	Iteration 20F: 3 clusters Score -2861825 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2861950.750000 Penalty: 4924.764648
	Iteration 21Q: 3 clusters Score -2861951 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2862029.250000 Penalty: 4924.764648
	Iteration 22Q: 3 clusters Score -2862029 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2862082.750000 Penalty: 4924.764648
	Iteration 23Q: 3 clusters Score -2862083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2862111.000000 Penalty: 4924.764648
	Iteration 24Q: 3 clusters Score -2862111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2862138.000000 Penalty: 4924.764648
	Iteration 25Q: 3 clusters Score -2862138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2862151.250000 Penalty: 4924.764648
	Iteration 26Q: 3 clusters Score -2862151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2862159.500000 Penalty: 4924.764648
	Iteration 27Q: 3 clusters Score -2862160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2862163.500000 Penalty: 4924.764648
	Iteration 28Q: 3 clusters Score -2862164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2862173.500000 Penalty: 4924.764648
	Iteration 29Q: 3 clusters Score -2862174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2862172.250000 Penalty: 4924.764648
	Iteration 30Q: 3 clusters Score -2862172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2862178.750000 Penalty: 4924.764648
	Iteration 31Q: 3 clusters Score -2862179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2862182.250000 Penalty: 4924.764648
	Iteration 32Q: 3 clusters Score -2862182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2862184.000000 Penalty: 4924.764648
	Iteration 33Q: 3 clusters Score -2862184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2862183.250000 Penalty: 4924.764648
	Iteration 34Q: 3 clusters Score -2862183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2862183.250000 Penalty: 4924.764648
	Iteration 35F: 3 clusters Score -2862183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -126533.226562 Penalty: 1711.131348
	Iteration 0F: 2 clusters Score -126533.2 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 521 members 
Entering Unmasked Estep 
Score: -124581.937500 Penalty: 3422.262695
	Iteration 0F: 3 clusters Score -124581.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -124850.625000 Penalty: 3422.262695
	Iteration 1F: 3 clusters Score -124850.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -124961.460938 Penalty: 3422.262695
	Iteration 2F: 3 clusters Score -124961.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -125020.460938 Penalty: 3422.262695
	Iteration 3Q: 3 clusters Score -125020.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -125076.679688 Penalty: 3422.262695
	Iteration 4Q: 3 clusters Score -125076.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -125128.187500 Penalty: 3422.262695
	Iteration 5Q: 3 clusters Score -125128.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -125201.070312 Penalty: 3422.262695
	Iteration 6Q: 3 clusters Score -125201.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -125247.273438 Penalty: 3422.262695
	Iteration 7Q: 3 clusters Score -125247.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -125269.328125 Penalty: 3422.262695
	Iteration 8Q: 3 clusters Score -125269.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -125281.062500 Penalty: 3422.262695
	Iteration 9Q: 3 clusters Score -125281.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -125290.312500 Penalty: 3422.262695
	Iteration 10Q: 3 clusters Score -125290.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -125294.757812 Penalty: 3422.262695
	Iteration 11Q: 3 clusters Score -125294.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -125298.117188 Penalty: 3422.262695
	Iteration 12Q: 3 clusters Score -125298.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -125299.468750 Penalty: 3422.262695
	Iteration 13Q: 3 clusters Score -125299.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -125302.843750 Penalty: 3422.262695
	Iteration 14Q: 3 clusters Score -125302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -125304.039062 Penalty: 3422.262695
	Iteration 15Q: 3 clusters Score -125304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -125310.531250 Penalty: 3422.262695
	Iteration 16Q: 3 clusters Score -125310.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -125318.351562 Penalty: 3422.262695
	Iteration 17Q: 3 clusters Score -125318.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -125325.343750 Penalty: 3422.262695
	Iteration 18Q: 3 clusters Score -125325.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -125344.835938 Penalty: 3422.262695
	Iteration 19Q: 3 clusters Score -125344.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -125363.156250 Penalty: 3422.262695
	Iteration 20F: 3 clusters Score -125363.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -125381.593750 Penalty: 3422.262695
	Iteration 21Q: 3 clusters Score -125381.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -125397.320312 Penalty: 3422.262695
	Iteration 22Q: 3 clusters Score -125397.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -125410.195312 Penalty: 3422.262695
	Iteration 23Q: 3 clusters Score -125410.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -125426.445312 Penalty: 3422.262695
	Iteration 24Q: 3 clusters Score -125426.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -125435.906250 Penalty: 3422.262695
	Iteration 25Q: 3 clusters Score -125435.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -125442.679688 Penalty: 3422.262695
	Iteration 26Q: 3 clusters Score -125442.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -125451.093750 Penalty: 3422.262695
	Iteration 27Q: 3 clusters Score -125451.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -125454.531250 Penalty: 3422.262695
	Iteration 28Q: 3 clusters Score -125454.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -125457.078125 Penalty: 3422.262695
	Iteration 29Q: 3 clusters Score -125457.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -125461.164062 Penalty: 3422.262695
	Iteration 30Q: 3 clusters Score -125461.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -125463.320312 Penalty: 3422.262695
	Iteration 31Q: 3 clusters Score -125463.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -125464.687500 Penalty: 3422.262695
	Iteration 32Q: 3 clusters Score -125464.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -125467.492188 Penalty: 3422.262695
	Iteration 33Q: 3 clusters Score -125467.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -125468.992188 Penalty: 3422.262695
	Iteration 34Q: 3 clusters Score -125469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -125471.140625 Penalty: 3422.262695
	Iteration 35Q: 3 clusters Score -125471.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -125474.554688 Penalty: 3422.262695
	Iteration 36Q: 3 clusters Score -125474.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -125477.101562 Penalty: 3422.262695
	Iteration 37Q: 3 clusters Score -125477.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -125479.328125 Penalty: 3422.262695
	Iteration 38Q: 3 clusters Score -125479.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -125480.914062 Penalty: 3422.262695
	Iteration 39Q: 3 clusters Score -125480.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -125480.914062 Penalty: 3422.262695
	Iteration 40F: 3 clusters Score -125480.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (49425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Entering Unmasked Estep 
Score: -6630217.500000 Penalty: 2680.436523
	Iteration 0F: 2 clusters Score -6630218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -6596850.000000 Penalty: 5360.873047
	Iteration 0F: 3 clusters Score -6596850 nChanged 22901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -6609424.000000 Penalty: 5360.873047
	Iteration 1F: 3 clusters Score -6609424 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -6609940.000000 Penalty: 5360.873047
	Iteration 2Q: 3 clusters Score -6609940 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -6610514.000000 Penalty: 5360.873047
	Iteration 3Q: 3 clusters Score -6610514 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -6611111.000000 Penalty: 5360.873047
	Iteration 4Q: 3 clusters Score -6611111 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -6611937.500000 Penalty: 5360.873047
	Iteration 5Q: 3 clusters Score -6611938 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -6613228.500000 Penalty: 5360.873047
	Iteration 6Q: 3 clusters Score -6613228 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -6614995.000000 Penalty: 5360.873047
	Iteration 7F: 3 clusters Score -6614995 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -6617297.000000 Penalty: 5360.873047
	Iteration 8F: 3 clusters Score -6617297 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -6619769.500000 Penalty: 5360.873047
	Iteration 9F: 3 clusters Score -6619770 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -6622053.500000 Penalty: 5360.873047
	Iteration 10F: 3 clusters Score -6622054 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -6623782.000000 Penalty: 5360.873047
	Iteration 11Q: 3 clusters Score -6623782 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -6624979.000000 Penalty: 5360.873047
	Iteration 12Q: 3 clusters Score -6624979 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -6625833.000000 Penalty: 5360.873047
	Iteration 13Q: 3 clusters Score -6625833 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -6626472.000000 Penalty: 5360.873047
	Iteration 14Q: 3 clusters Score -6626472 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -6626844.500000 Penalty: 5360.873047
	Iteration 15Q: 3 clusters Score -6626844 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -6627113.500000 Penalty: 5360.873047
	Iteration 16Q: 3 clusters Score -6627114 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -6627305.500000 Penalty: 5360.873047
	Iteration 17Q: 3 clusters Score -6627306 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6627434.500000 Penalty: 5360.873047
	Iteration 18Q: 3 clusters Score -6627434 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6627571.500000 Penalty: 5360.873047
	Iteration 19Q: 3 clusters Score -6627572 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6627670.000000 Penalty: 5360.873047
	Iteration 20F: 3 clusters Score -6627670 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6627733.000000 Penalty: 5360.873047
	Iteration 21Q: 3 clusters Score -6627733 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -6627780.000000 Penalty: 5360.873047
	Iteration 22Q: 3 clusters Score -6627780 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6627819.000000 Penalty: 5360.873047
	Iteration 23Q: 3 clusters Score -6627819 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48204 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6627860.000000 Penalty: 5360.873047
	Iteration 24Q: 3 clusters Score -6627860 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6627882.500000 Penalty: 5360.873047
	Iteration 25Q: 3 clusters Score -6627882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6627903.500000 Penalty: 5360.873047
	Iteration 26Q: 3 clusters Score -6627904 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6627926.500000 Penalty: 5360.873047
	Iteration 27Q: 3 clusters Score -6627926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6627949.000000 Penalty: 5360.873047
	Iteration 28Q: 3 clusters Score -6627949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6627968.000000 Penalty: 5360.873047
	Iteration 29Q: 3 clusters Score -6627968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6627973.000000 Penalty: 5360.873047
	Iteration 30Q: 3 clusters Score -6627973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6627956.000000 Penalty: 5360.873047
	Iteration 31Q: 3 clusters Score -6627956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6627965.000000 Penalty: 5360.873047
	Iteration 32Q: 3 clusters Score -6627965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6627974.000000 Penalty: 5360.873047
	Iteration 33Q: 3 clusters Score -6627974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6627972.500000 Penalty: 5360.873047
	Iteration 34Q: 3 clusters Score -6627972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6627974.500000 Penalty: 5360.873047
	Iteration 35Q: 3 clusters Score -6627974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6627974.500000 Penalty: 5360.873047
	Iteration 36Q: 3 clusters Score -6627974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6627974.500000 Penalty: 5360.873047
	Iteration 37Q: 3 clusters Score -6627974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6627985.000000 Penalty: 5360.873047
	Iteration 38Q: 3 clusters Score -6627985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6627976.500000 Penalty: 5360.873047
	Iteration 39Q: 3 clusters Score -6627976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6627977.000000 Penalty: 5360.873047
	Iteration 40F: 3 clusters Score -6627977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6627986.500000 Penalty: 5360.873047
	Iteration 41Q: 3 clusters Score -6627986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6627991.500000 Penalty: 5360.873047
	Iteration 42Q: 3 clusters Score -6627992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6627991.500000 Penalty: 5360.873047
	Iteration 43Q: 3 clusters Score -6627992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6627987.000000 Penalty: 5360.873047
	Iteration 44Q: 3 clusters Score -6627987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6627991.500000 Penalty: 5360.873047
	Iteration 45Q: 3 clusters Score -6627992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6627995.500000 Penalty: 5360.873047
	Iteration 46Q: 3 clusters Score -6627996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6628004.500000 Penalty: 5360.873047
	Iteration 47Q: 3 clusters Score -6628004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6628010.500000 Penalty: 5360.873047
	Iteration 48Q: 3 clusters Score -6628010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -6628009.500000 Penalty: 5360.873047
	Iteration 49Q: 3 clusters Score -6628010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6628007.500000 Penalty: 5360.873047
	Iteration 50Q: 3 clusters Score -6628008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6628012.000000 Penalty: 5360.873047
	Iteration 51Q: 3 clusters Score -6628012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6628017.500000 Penalty: 5360.873047
	Iteration 52Q: 3 clusters Score -6628018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6628009.000000 Penalty: 5360.873047
	Iteration 53Q: 3 clusters Score -6628009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -6628017.500000 Penalty: 5360.873047
	Iteration 54Q: 3 clusters Score -6628018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6628019.000000 Penalty: 5360.873047
	Iteration 55Q: 3 clusters Score -6628019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6628021.500000 Penalty: 5360.873047
	Iteration 56Q: 3 clusters Score -6628022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6628025.500000 Penalty: 5360.873047
	Iteration 57Q: 3 clusters Score -6628026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6628031.000000 Penalty: 5360.873047
	Iteration 58Q: 3 clusters Score -6628031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6628031.500000 Penalty: 5360.873047
	Iteration 59Q: 3 clusters Score -6628032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6628032.000000 Penalty: 5360.873047
	Iteration 60F: 3 clusters Score -6628032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6628031.500000 Penalty: 5360.873047
	Iteration 61Q: 3 clusters Score -6628032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6628033.500000 Penalty: 5360.873047
	Iteration 62Q: 3 clusters Score -6628034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6628032.500000 Penalty: 5360.873047
	Iteration 63Q: 3 clusters Score -6628032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6628032.000000 Penalty: 5360.873047
	Iteration 64Q: 3 clusters Score -6628032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6628034.000000 Penalty: 5360.873047
	Iteration 65Q: 3 clusters Score -6628034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6628040.000000 Penalty: 5360.873047
	Iteration 66Q: 3 clusters Score -6628040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6628040.500000 Penalty: 5360.873047
	Iteration 67Q: 3 clusters Score -6628040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6628046.000000 Penalty: 5360.873047
	Iteration 68Q: 3 clusters Score -6628046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6628044.000000 Penalty: 5360.873047
	Iteration 69Q: 3 clusters Score -6628044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6628044.500000 Penalty: 5360.873047
	Iteration 70Q: 3 clusters Score -6628044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6628050.500000 Penalty: 5360.873047
	Iteration 71Q: 3 clusters Score -6628050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6628060.000000 Penalty: 5360.873047
	Iteration 72Q: 3 clusters Score -6628060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6628053.500000 Penalty: 5360.873047
	Iteration 73Q: 3 clusters Score -6628054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6628061.000000 Penalty: 5360.873047
	Iteration 74Q: 3 clusters Score -6628061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6628063.000000 Penalty: 5360.873047
	Iteration 75Q: 3 clusters Score -6628063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6628059.000000 Penalty: 5360.873047
	Iteration 76Q: 3 clusters Score -6628059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6628059.000000 Penalty: 5360.873047
	Iteration 77F: 3 clusters Score -6628059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Entering Unmasked Estep 
Score: -4891019.500000 Penalty: 2595.458252
	Iteration 0F: 2 clusters Score -4891020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -4867102.000000 Penalty: 5190.916504
	Iteration 0F: 3 clusters Score -4867102 nChanged 15992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -4875720.000000 Penalty: 5190.916504
	Iteration 1F: 3 clusters Score -4875720 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -4876207.000000 Penalty: 5190.916504
	Iteration 2Q: 3 clusters Score -4876207 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -4876695.000000 Penalty: 5190.916504
	Iteration 3Q: 3 clusters Score -4876695 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -4877180.500000 Penalty: 5190.916504
	Iteration 4Q: 3 clusters Score -4877180 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -4877751.500000 Penalty: 5190.916504
	Iteration 5Q: 3 clusters Score -4877752 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -4878422.000000 Penalty: 5190.916504
	Iteration 6Q: 3 clusters Score -4878422 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -4879205.000000 Penalty: 5190.916504
	Iteration 7Q: 3 clusters Score -4879205 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -4880072.000000 Penalty: 5190.916504
	Iteration 8Q: 3 clusters Score -4880072 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -4881028.500000 Penalty: 5190.916504
	Iteration 9Q: 3 clusters Score -4881028 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -4882079.000000 Penalty: 5190.916504
	Iteration 10Q: 3 clusters Score -4882079 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -4883051.500000 Penalty: 5190.916504
	Iteration 11Q: 3 clusters Score -4883052 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -4884010.000000 Penalty: 5190.916504
	Iteration 12Q: 3 clusters Score -4884010 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -4884768.500000 Penalty: 5190.916504
	Iteration 13Q: 3 clusters Score -4884768 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -4885278.500000 Penalty: 5190.916504
	Iteration 14Q: 3 clusters Score -4885278 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -4885632.000000 Penalty: 5190.916504
	Iteration 15Q: 3 clusters Score -4885632 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -4885895.000000 Penalty: 5190.916504
	Iteration 16Q: 3 clusters Score -4885895 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -4886126.000000 Penalty: 5190.916504
	Iteration 17Q: 3 clusters Score -4886126 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -4886324.000000 Penalty: 5190.916504
	Iteration 18Q: 3 clusters Score -4886324 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -4886498.000000 Penalty: 5190.916504
	Iteration 19Q: 3 clusters Score -4886498 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -4886655.500000 Penalty: 5190.916504
	Iteration 20F: 3 clusters Score -4886656 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -4886824.000000 Penalty: 5190.916504
	Iteration 21Q: 3 clusters Score -4886824 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -4886986.500000 Penalty: 5190.916504
	Iteration 22Q: 3 clusters Score -4886986 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -4887138.500000 Penalty: 5190.916504
	Iteration 23Q: 3 clusters Score -4887138 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -4887291.000000 Penalty: 5190.916504
	Iteration 24Q: 3 clusters Score -4887291 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -4887408.500000 Penalty: 5190.916504
	Iteration 25Q: 3 clusters Score -4887408 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -4887527.000000 Penalty: 5190.916504
	Iteration 26Q: 3 clusters Score -4887527 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -4887620.000000 Penalty: 5190.916504
	Iteration 27Q: 3 clusters Score -4887620 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -4887722.000000 Penalty: 5190.916504
	Iteration 28Q: 3 clusters Score -4887722 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -4887816.000000 Penalty: 5190.916504
	Iteration 29Q: 3 clusters Score -4887816 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -4887920.000000 Penalty: 5190.916504
	Iteration 30Q: 3 clusters Score -4887920 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -4888005.500000 Penalty: 5190.916504
	Iteration 31Q: 3 clusters Score -4888006 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -4888119.000000 Penalty: 5190.916504
	Iteration 32Q: 3 clusters Score -4888119 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -4888230.000000 Penalty: 5190.916504
	Iteration 33Q: 3 clusters Score -4888230 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -4888318.500000 Penalty: 5190.916504
	Iteration 34Q: 3 clusters Score -4888318 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -4888386.500000 Penalty: 5190.916504
	Iteration 35Q: 3 clusters Score -4888386 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -4888441.500000 Penalty: 5190.916504
	Iteration 36Q: 3 clusters Score -4888442 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -4888489.000000 Penalty: 5190.916504
	Iteration 37Q: 3 clusters Score -4888489 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -4888540.000000 Penalty: 5190.916504
	Iteration 38Q: 3 clusters Score -4888540 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -4888582.000000 Penalty: 5190.916504
	Iteration 39Q: 3 clusters Score -4888582 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -4888630.000000 Penalty: 5190.916504
	Iteration 40F: 3 clusters Score -4888630 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -4888650.500000 Penalty: 5190.916504
	Iteration 41Q: 3 clusters Score -4888650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -4888669.500000 Penalty: 5190.916504
	Iteration 42Q: 3 clusters Score -4888670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -4888688.500000 Penalty: 5190.916504
	Iteration 43Q: 3 clusters Score -4888688 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -4888708.000000 Penalty: 5190.916504
	Iteration 44Q: 3 clusters Score -4888708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -4888716.000000 Penalty: 5190.916504
	Iteration 45Q: 3 clusters Score -4888716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -4888725.000000 Penalty: 5190.916504
	Iteration 46Q: 3 clusters Score -4888725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -4888732.000000 Penalty: 5190.916504
	Iteration 47Q: 3 clusters Score -4888732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -4888737.500000 Penalty: 5190.916504
	Iteration 48Q: 3 clusters Score -4888738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -4888744.500000 Penalty: 5190.916504
	Iteration 49Q: 3 clusters Score -4888744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -4888746.500000 Penalty: 5190.916504
	Iteration 50Q: 3 clusters Score -4888746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -4888748.000000 Penalty: 5190.916504
	Iteration 51Q: 3 clusters Score -4888748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -4888760.500000 Penalty: 5190.916504
	Iteration 52Q: 3 clusters Score -4888760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -4888768.500000 Penalty: 5190.916504
	Iteration 53Q: 3 clusters Score -4888768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -4888766.500000 Penalty: 5190.916504
	Iteration 54Q: 3 clusters Score -4888766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -4888773.000000 Penalty: 5190.916504
	Iteration 55Q: 3 clusters Score -4888773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -4888764.500000 Penalty: 5190.916504
	Iteration 56Q: 3 clusters Score -4888764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -4888769.000000 Penalty: 5190.916504
	Iteration 57Q: 3 clusters Score -4888769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -4888769.500000 Penalty: 5190.916504
	Iteration 58Q: 3 clusters Score -4888770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -4888769.500000 Penalty: 5190.916504
	Iteration 59F: 3 clusters Score -4888770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -34634.589844 Penalty: 1408.682739
	Iteration 0F: 2 clusters Score -34634.59 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 153 members 
Entering Unmasked Estep 
Score: -33350.472656 Penalty: 2817.365479
	Iteration 0F: 3 clusters Score -33350.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33462.796875 Penalty: 2817.365479
	Iteration 1F: 3 clusters Score -33462.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33497.921875 Penalty: 2817.365479
	Iteration 2Q: 3 clusters Score -33497.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33565.375000 Penalty: 2817.365479
	Iteration 3Q: 3 clusters Score -33565.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33623.078125 Penalty: 2817.365479
	Iteration 4Q: 3 clusters Score -33623.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33641.082031 Penalty: 2817.365479
	Iteration 5Q: 3 clusters Score -33641.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33654.292969 Penalty: 2817.365479
	Iteration 6Q: 3 clusters Score -33654.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33661.480469 Penalty: 2817.365479
	Iteration 7Q: 3 clusters Score -33661.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33664.203125 Penalty: 2817.365479
	Iteration 8Q: 3 clusters Score -33664.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33664.203125 Penalty: 2817.365479
	Iteration 9F: 3 clusters Score -33664.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (167536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167536 members 
Entering Unmasked Estep 
Score: -23107556.000000 Penalty: 2983.180420
	Iteration 0F: 2 clusters Score -2.310756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83901 members 
Mstep: Class 2 contains 83635 members 
Entering Unmasked Estep 
Score: -22998658.000000 Penalty: 5966.360840
	Iteration 0F: 3 clusters Score -2.299866e+07 nChanged 80119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86774 members 
Mstep: Class 2 contains 80762 members 
Entering Unmasked Estep 
Score: -23045832.000000 Penalty: 5966.360840
	Iteration 1F: 3 clusters Score -2.304583e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88628 members 
Mstep: Class 2 contains 78908 members 
Entering Unmasked Estep 
Score: -23046664.000000 Penalty: 5966.360840
	Iteration 2Q: 3 clusters Score -2.304666e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91446 members 
Mstep: Class 2 contains 76090 members 
Entering Unmasked Estep 
Score: -23047958.000000 Penalty: 5966.360840
	Iteration 3Q: 3 clusters Score -2.304796e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95642 members 
Mstep: Class 2 contains 71894 members 
Entering Unmasked Estep 
Score: -23049606.000000 Penalty: 5966.360840
	Iteration 4Q: 3 clusters Score -2.304961e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101655 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -23052542.000000 Penalty: 5966.360840
	Iteration 5Q: 3 clusters Score -2.305254e+07 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110263 members 
Mstep: Class 2 contains 57273 members 
Entering Unmasked Estep 
Score: -23057646.000000 Penalty: 5966.360840
	Iteration 6F: 3 clusters Score -2.305765e+07 nChanged 11609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121576 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -23065748.000000 Penalty: 5966.360840
	Iteration 7F: 3 clusters Score -2.306575e+07 nChanged 13613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135067 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -23077488.000000 Penalty: 5966.360840
	Iteration 8F: 3 clusters Score -2.307749e+07 nChanged 13371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148416 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -23089764.000000 Penalty: 5966.360840
	Iteration 9F: 3 clusters Score -2.308976e+07 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158644 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -23098734.000000 Penalty: 5966.360840
	Iteration 10F: 3 clusters Score -2.309873e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164154 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -23102732.000000 Penalty: 5966.360840
	Iteration 11Q: 3 clusters Score -2.310273e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166234 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -23104050.000000 Penalty: 5966.360840
	Iteration 12Q: 3 clusters Score -2.310405e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166904 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -23104542.000000 Penalty: 5966.360840
	Iteration 13Q: 3 clusters Score -2.310454e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167116 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -23104720.000000 Penalty: 5966.360840
	Iteration 14Q: 3 clusters Score -2.310472e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167181 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -23104792.000000 Penalty: 5966.360840
	Iteration 15Q: 3 clusters Score -2.310479e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167208 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -23104862.000000 Penalty: 5966.360840
	Iteration 16Q: 3 clusters Score -2.310486e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167231 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23104870.000000 Penalty: 5966.360840
	Iteration 17Q: 3 clusters Score -2.310487e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167242 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -23104896.000000 Penalty: 5966.360840
	Iteration 18Q: 3 clusters Score -2.31049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167245 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -23104900.000000 Penalty: 5966.360840
	Iteration 19Q: 3 clusters Score -2.31049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167252 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -23104912.000000 Penalty: 5966.360840
	Iteration 20F: 3 clusters Score -2.310491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167248 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -23104922.000000 Penalty: 5966.360840
	Iteration 21Q: 3 clusters Score -2.310492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167250 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23104916.000000 Penalty: 5966.360840
	Iteration 22Q: 3 clusters Score -2.310492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167252 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -23104944.000000 Penalty: 5966.360840
	Iteration 23Q: 3 clusters Score -2.310494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167253 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23104958.000000 Penalty: 5966.360840
	Iteration 24Q: 3 clusters Score -2.310496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167252 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -23104958.000000 Penalty: 5966.360840
	Iteration 25Q: 3 clusters Score -2.310496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167251 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23104962.000000 Penalty: 5966.360840
	Iteration 26Q: 3 clusters Score -2.310496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167255 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23104966.000000 Penalty: 5966.360840
	Iteration 27Q: 3 clusters Score -2.310497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167255 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23104976.000000 Penalty: 5966.360840
	Iteration 28Q: 3 clusters Score -2.310498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167255 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23104976.000000 Penalty: 5966.360840
	Iteration 29F: 3 clusters Score -2.310498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (191586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191586 members 
Entering Unmasked Estep 
Score: -26248338.000000 Penalty: 3016.446777
	Iteration 0F: 2 clusters Score -2.624834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95912 members 
Mstep: Class 2 contains 95674 members 
Entering Unmasked Estep 
Score: -26128086.000000 Penalty: 6032.893555
	Iteration 0F: 3 clusters Score -2.612809e+07 nChanged 91993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97671 members 
Mstep: Class 2 contains 93915 members 
Entering Unmasked Estep 
Score: -26182116.000000 Penalty: 6032.893555
	Iteration 1F: 3 clusters Score -2.618212e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99076 members 
Mstep: Class 2 contains 92510 members 
Entering Unmasked Estep 
Score: -26182782.000000 Penalty: 6032.893555
	Iteration 2Q: 3 clusters Score -2.618278e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101265 members 
Mstep: Class 2 contains 90321 members 
Entering Unmasked Estep 
Score: -26183578.000000 Penalty: 6032.893555
	Iteration 3Q: 3 clusters Score -2.618358e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104546 members 
Mstep: Class 2 contains 87040 members 
Entering Unmasked Estep 
Score: -26184484.000000 Penalty: 6032.893555
	Iteration 4Q: 3 clusters Score -2.618448e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109619 members 
Mstep: Class 2 contains 81967 members 
Entering Unmasked Estep 
Score: -26186184.000000 Penalty: 6032.893555
	Iteration 5Q: 3 clusters Score -2.618618e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117155 members 
Mstep: Class 2 contains 74431 members 
Entering Unmasked Estep 
Score: -26189416.000000 Penalty: 6032.893555
	Iteration 6Q: 3 clusters Score -2.618942e+07 nChanged 11155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128222 members 
Mstep: Class 2 contains 63364 members 
Entering Unmasked Estep 
Score: -26195512.000000 Penalty: 6032.893555
	Iteration 7F: 3 clusters Score -2.619551e+07 nChanged 15124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143328 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -26206692.000000 Penalty: 6032.893555
	Iteration 8F: 3 clusters Score -2.620669e+07 nChanged 17934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161262 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -26222354.000000 Penalty: 6032.893555
	Iteration 9F: 3 clusters Score -2.622235e+07 nChanged 15477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176737 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -26235112.000000 Penalty: 6032.893555
	Iteration 10F: 3 clusters Score -2.623511e+07 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185459 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -26241332.000000 Penalty: 6032.893555
	Iteration 11Q: 3 clusters Score -2.624133e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189007 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -26243916.000000 Penalty: 6032.893555
	Iteration 12Q: 3 clusters Score -2.624392e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190215 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -26244882.000000 Penalty: 6032.893555
	Iteration 13Q: 3 clusters Score -2.624488e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190650 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -26245278.000000 Penalty: 6032.893555
	Iteration 14Q: 3 clusters Score -2.624528e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190830 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -26245442.000000 Penalty: 6032.893555
	Iteration 15Q: 3 clusters Score -2.624544e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190903 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -26245522.000000 Penalty: 6032.893555
	Iteration 16Q: 3 clusters Score -2.624552e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190938 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -26245606.000000 Penalty: 6032.893555
	Iteration 17Q: 3 clusters Score -2.624561e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190964 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -26245652.000000 Penalty: 6032.893555
	Iteration 18Q: 3 clusters Score -2.624565e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190973 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -26245666.000000 Penalty: 6032.893555
	Iteration 19Q: 3 clusters Score -2.624567e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190977 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -26245686.000000 Penalty: 6032.893555
	Iteration 20F: 3 clusters Score -2.624569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190979 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -26245704.000000 Penalty: 6032.893555
	Iteration 21Q: 3 clusters Score -2.62457e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190978 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -26245702.000000 Penalty: 6032.893555
	Iteration 22Q: 3 clusters Score -2.62457e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190987 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -26245694.000000 Penalty: 6032.893555
	Iteration 23Q: 3 clusters Score -2.624569e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190995 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -26245698.000000 Penalty: 6032.893555
	Iteration 24Q: 3 clusters Score -2.62457e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191001 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -26245714.000000 Penalty: 6032.893555
	Iteration 25Q: 3 clusters Score -2.624571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191007 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -26245740.000000 Penalty: 6032.893555
	Iteration 26Q: 3 clusters Score -2.624574e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191013 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -26245750.000000 Penalty: 6032.893555
	Iteration 27Q: 3 clusters Score -2.624575e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191016 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -26245766.000000 Penalty: 6032.893555
	Iteration 28Q: 3 clusters Score -2.624577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191017 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -26245768.000000 Penalty: 6032.893555
	Iteration 29Q: 3 clusters Score -2.624577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191020 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -26245764.000000 Penalty: 6032.893555
	Iteration 30Q: 3 clusters Score -2.624576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191022 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -26245770.000000 Penalty: 6032.893555
	Iteration 31Q: 3 clusters Score -2.624577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191025 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -26245780.000000 Penalty: 6032.893555
	Iteration 32Q: 3 clusters Score -2.624578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191027 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -26245758.000000 Penalty: 6032.893555
	Iteration 33Q: 3 clusters Score -2.624576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191024 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -26245776.000000 Penalty: 6032.893555
	Iteration 34Q: 3 clusters Score -2.624578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191021 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -26245764.000000 Penalty: 6032.893555
	Iteration 35Q: 3 clusters Score -2.624576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191021 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -26245764.000000 Penalty: 6032.893555
	Iteration 36F: 3 clusters Score -2.624576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (139344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139344 members 
Entering Unmasked Estep 
Score: -19143590.000000 Penalty: 2937.485840
	Iteration 0F: 2 clusters Score -1.914359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69773 members 
Mstep: Class 2 contains 69571 members 
Entering Unmasked Estep 
Score: -19050166.000000 Penalty: 5874.971680
	Iteration 0F: 3 clusters Score -1.905017e+07 nChanged 66366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70921 members 
Mstep: Class 2 contains 68423 members 
Entering Unmasked Estep 
Score: -19088514.000000 Penalty: 5874.971680
	Iteration 1F: 3 clusters Score -1.908851e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71380 members 
Mstep: Class 2 contains 67964 members 
Entering Unmasked Estep 
Score: -19089242.000000 Penalty: 5874.971680
	Iteration 2Q: 3 clusters Score -1.908924e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72135 members 
Mstep: Class 2 contains 67209 members 
Entering Unmasked Estep 
Score: -19089862.000000 Penalty: 5874.971680
	Iteration 3Q: 3 clusters Score -1.908986e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 66069 members 
Entering Unmasked Estep 
Score: -19090526.000000 Penalty: 5874.971680
	Iteration 4Q: 3 clusters Score -1.909053e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75016 members 
Mstep: Class 2 contains 64328 members 
Entering Unmasked Estep 
Score: -19091538.000000 Penalty: 5874.971680
	Iteration 5Q: 3 clusters Score -1.909154e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77669 members 
Mstep: Class 2 contains 61675 members 
Entering Unmasked Estep 
Score: -19093050.000000 Penalty: 5874.971680
	Iteration 6Q: 3 clusters Score -1.909305e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81528 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -19095340.000000 Penalty: 5874.971680
	Iteration 7Q: 3 clusters Score -1.909534e+07 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87063 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -19099552.000000 Penalty: 5874.971680
	Iteration 8F: 3 clusters Score -1.909955e+07 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94562 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -19106380.000000 Penalty: 5874.971680
	Iteration 9F: 3 clusters Score -1.910638e+07 nChanged 10394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102860 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -19115368.000000 Penalty: 5874.971680
	Iteration 10F: 3 clusters Score -1.911537e+07 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109975 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -19124326.000000 Penalty: 5874.971680
	Iteration 11F: 3 clusters Score -1.912433e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114416 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -19130196.000000 Penalty: 5874.971680
	Iteration 12Q: 3 clusters Score -1.91302e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117130 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -19133142.000000 Penalty: 5874.971680
	Iteration 13Q: 3 clusters Score -1.913314e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119210 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -19134846.000000 Penalty: 5874.971680
	Iteration 14Q: 3 clusters Score -1.913485e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120975 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -19136018.000000 Penalty: 5874.971680
	Iteration 15Q: 3 clusters Score -1.913602e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122531 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -19136806.000000 Penalty: 5874.971680
	Iteration 16Q: 3 clusters Score -1.913681e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123898 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -19137424.000000 Penalty: 5874.971680
	Iteration 17Q: 3 clusters Score -1.913742e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125074 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -19137930.000000 Penalty: 5874.971680
	Iteration 18Q: 3 clusters Score -1.913793e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126151 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -19138360.000000 Penalty: 5874.971680
	Iteration 19Q: 3 clusters Score -1.913836e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127158 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -19138704.000000 Penalty: 5874.971680
	Iteration 20F: 3 clusters Score -1.91387e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128051 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -19138972.000000 Penalty: 5874.971680
	Iteration 21Q: 3 clusters Score -1.913897e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128888 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -19139298.000000 Penalty: 5874.971680
	Iteration 22Q: 3 clusters Score -1.91393e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129620 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -19139646.000000 Penalty: 5874.971680
	Iteration 23Q: 3 clusters Score -1.913965e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130259 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -19139824.000000 Penalty: 5874.971680
	Iteration 24Q: 3 clusters Score -1.913982e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130838 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -19139974.000000 Penalty: 5874.971680
	Iteration 25Q: 3 clusters Score -1.913997e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131386 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -19140112.000000 Penalty: 5874.971680
	Iteration 26Q: 3 clusters Score -1.914011e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131849 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -19140234.000000 Penalty: 5874.971680
	Iteration 27Q: 3 clusters Score -1.914023e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132241 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -19140356.000000 Penalty: 5874.971680
	Iteration 28Q: 3 clusters Score -1.914036e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132595 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -19140440.000000 Penalty: 5874.971680
	Iteration 29Q: 3 clusters Score -1.914044e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132891 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -19140496.000000 Penalty: 5874.971680
	Iteration 30Q: 3 clusters Score -1.91405e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133145 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -19140586.000000 Penalty: 5874.971680
	Iteration 31Q: 3 clusters Score -1.914059e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133340 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -19140598.000000 Penalty: 5874.971680
	Iteration 32Q: 3 clusters Score -1.91406e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133534 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -19140662.000000 Penalty: 5874.971680
	Iteration 33Q: 3 clusters Score -1.914066e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133716 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -19140694.000000 Penalty: 5874.971680
	Iteration 34Q: 3 clusters Score -1.914069e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133884 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -19140756.000000 Penalty: 5874.971680
	Iteration 35Q: 3 clusters Score -1.914076e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134037 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -19140794.000000 Penalty: 5874.971680
	Iteration 36Q: 3 clusters Score -1.914079e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134178 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -19140838.000000 Penalty: 5874.971680
	Iteration 37Q: 3 clusters Score -1.914084e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134324 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -19140854.000000 Penalty: 5874.971680
	Iteration 38Q: 3 clusters Score -1.914085e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134433 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -19140880.000000 Penalty: 5874.971680
	Iteration 39Q: 3 clusters Score -1.914088e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134525 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -19140908.000000 Penalty: 5874.971680
	Iteration 40F: 3 clusters Score -1.914091e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134603 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -19140892.000000 Penalty: 5874.971680
	Iteration 41Q: 3 clusters Score -1.914089e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134668 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -19140908.000000 Penalty: 5874.971680
	Iteration 42Q: 3 clusters Score -1.914091e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134739 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -19140908.000000 Penalty: 5874.971680
	Iteration 43Q: 3 clusters Score -1.914091e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134803 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -19140930.000000 Penalty: 5874.971680
	Iteration 44Q: 3 clusters Score -1.914093e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134868 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -19140918.000000 Penalty: 5874.971680
	Iteration 45Q: 3 clusters Score -1.914092e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134935 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -19140972.000000 Penalty: 5874.971680
	Iteration 46Q: 3 clusters Score -1.914097e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134995 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -19140996.000000 Penalty: 5874.971680
	Iteration 47Q: 3 clusters Score -1.9141e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135047 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -19140996.000000 Penalty: 5874.971680
	Iteration 48Q: 3 clusters Score -1.9141e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135090 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -19141026.000000 Penalty: 5874.971680
	Iteration 49Q: 3 clusters Score -1.914103e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135141 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -19141058.000000 Penalty: 5874.971680
	Iteration 50Q: 3 clusters Score -1.914106e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135190 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -19141038.000000 Penalty: 5874.971680
	Iteration 51Q: 3 clusters Score -1.914104e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135236 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -19141032.000000 Penalty: 5874.971680
	Iteration 52Q: 3 clusters Score -1.914103e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135280 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -19141052.000000 Penalty: 5874.971680
	Iteration 53Q: 3 clusters Score -1.914105e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135315 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -19141064.000000 Penalty: 5874.971680
	Iteration 54Q: 3 clusters Score -1.914106e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135359 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -19141046.000000 Penalty: 5874.971680
	Iteration 55Q: 3 clusters Score -1.914105e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135399 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -19141088.000000 Penalty: 5874.971680
	Iteration 56Q: 3 clusters Score -1.914109e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135434 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -19141120.000000 Penalty: 5874.971680
	Iteration 57Q: 3 clusters Score -1.914112e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135469 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -19141112.000000 Penalty: 5874.971680
	Iteration 58Q: 3 clusters Score -1.914111e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135502 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -19141118.000000 Penalty: 5874.971680
	Iteration 59Q: 3 clusters Score -1.914112e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135525 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -19141120.000000 Penalty: 5874.971680
	Iteration 60F: 3 clusters Score -1.914112e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135556 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -19141142.000000 Penalty: 5874.971680
	Iteration 61Q: 3 clusters Score -1.914114e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135590 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -19141154.000000 Penalty: 5874.971680
	Iteration 62Q: 3 clusters Score -1.914115e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135626 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -19141178.000000 Penalty: 5874.971680
	Iteration 63Q: 3 clusters Score -1.914118e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135667 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -19141174.000000 Penalty: 5874.971680
	Iteration 64Q: 3 clusters Score -1.914117e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135711 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -19141198.000000 Penalty: 5874.971680
	Iteration 65Q: 3 clusters Score -1.91412e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135757 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -19141198.000000 Penalty: 5874.971680
	Iteration 66Q: 3 clusters Score -1.91412e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135797 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -19141204.000000 Penalty: 5874.971680
	Iteration 67Q: 3 clusters Score -1.91412e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135835 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -19141210.000000 Penalty: 5874.971680
	Iteration 68Q: 3 clusters Score -1.914121e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135863 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -19141206.000000 Penalty: 5874.971680
	Iteration 69Q: 3 clusters Score -1.914121e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135895 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -19141220.000000 Penalty: 5874.971680
	Iteration 70Q: 3 clusters Score -1.914122e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135928 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -19141222.000000 Penalty: 5874.971680
	Iteration 71Q: 3 clusters Score -1.914122e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135965 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -19141224.000000 Penalty: 5874.971680
	Iteration 72Q: 3 clusters Score -1.914122e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135983 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -19141216.000000 Penalty: 5874.971680
	Iteration 73Q: 3 clusters Score -1.914122e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136001 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -19141220.000000 Penalty: 5874.971680
	Iteration 74Q: 3 clusters Score -1.914122e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136023 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -19141208.000000 Penalty: 5874.971680
	Iteration 75Q: 3 clusters Score -1.914121e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136040 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -19141206.000000 Penalty: 5874.971680
	Iteration 76Q: 3 clusters Score -1.914121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136054 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -19141228.000000 Penalty: 5874.971680
	Iteration 77Q: 3 clusters Score -1.914123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136065 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -19141216.000000 Penalty: 5874.971680
	Iteration 78Q: 3 clusters Score -1.914122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136077 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -19141218.000000 Penalty: 5874.971680
	Iteration 79Q: 3 clusters Score -1.914122e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136093 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -19141226.000000 Penalty: 5874.971680
	Iteration 80F: 3 clusters Score -1.914123e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136106 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -19141242.000000 Penalty: 5874.971680
	Iteration 81Q: 3 clusters Score -1.914124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136118 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -19141242.000000 Penalty: 5874.971680
	Iteration 82Q: 3 clusters Score -1.914124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136126 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -19141248.000000 Penalty: 5874.971680
	Iteration 83Q: 3 clusters Score -1.914125e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136136 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -19141254.000000 Penalty: 5874.971680
	Iteration 84Q: 3 clusters Score -1.914125e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136148 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -19141252.000000 Penalty: 5874.971680
	Iteration 85Q: 3 clusters Score -1.914125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136163 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -19141294.000000 Penalty: 5874.971680
	Iteration 86Q: 3 clusters Score -1.914129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136177 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -19141282.000000 Penalty: 5874.971680
	Iteration 87Q: 3 clusters Score -1.914128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136186 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -19141276.000000 Penalty: 5874.971680
	Iteration 88Q: 3 clusters Score -1.914128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136189 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -19141284.000000 Penalty: 5874.971680
	Iteration 89Q: 3 clusters Score -1.914128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136191 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -19141272.000000 Penalty: 5874.971680
	Iteration 90Q: 3 clusters Score -1.914127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136195 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -19141272.000000 Penalty: 5874.971680
	Iteration 91Q: 3 clusters Score -1.914127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136198 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -19141270.000000 Penalty: 5874.971680
	Iteration 92Q: 3 clusters Score -1.914127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136201 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -19141272.000000 Penalty: 5874.971680
	Iteration 93Q: 3 clusters Score -1.914127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136207 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -19141270.000000 Penalty: 5874.971680
	Iteration 94Q: 3 clusters Score -1.914127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136215 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -19141294.000000 Penalty: 5874.971680
	Iteration 95Q: 3 clusters Score -1.914129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136223 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -19141294.000000 Penalty: 5874.971680
	Iteration 96Q: 3 clusters Score -1.914129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136228 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -19141302.000000 Penalty: 5874.971680
	Iteration 97Q: 3 clusters Score -1.91413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136237 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -19141294.000000 Penalty: 5874.971680
	Iteration 98Q: 3 clusters Score -1.914129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136248 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -19141296.000000 Penalty: 5874.971680
	Iteration 99Q: 3 clusters Score -1.91413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136256 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -19141304.000000 Penalty: 5874.971680
	Iteration 100F: 3 clusters Score -1.91413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136266 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -19141302.000000 Penalty: 5874.971680
	Iteration 101Q: 3 clusters Score -1.91413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136269 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -19141288.000000 Penalty: 5874.971680
	Iteration 102Q: 3 clusters Score -1.914129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136273 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -19141304.000000 Penalty: 5874.971680
	Iteration 103Q: 3 clusters Score -1.91413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136281 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -19141314.000000 Penalty: 5874.971680
	Iteration 104Q: 3 clusters Score -1.914131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136292 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -19141306.000000 Penalty: 5874.971680
	Iteration 105Q: 3 clusters Score -1.914131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136304 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -19141304.000000 Penalty: 5874.971680
	Iteration 106Q: 3 clusters Score -1.91413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136311 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -19141320.000000 Penalty: 5874.971680
	Iteration 107Q: 3 clusters Score -1.914132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136317 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -19141320.000000 Penalty: 5874.971680
	Iteration 108Q: 3 clusters Score -1.914132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136319 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -19141330.000000 Penalty: 5874.971680
	Iteration 109Q: 3 clusters Score -1.914133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136328 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -19141328.000000 Penalty: 5874.971680
	Iteration 110Q: 3 clusters Score -1.914133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136334 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -19141320.000000 Penalty: 5874.971680
	Iteration 111Q: 3 clusters Score -1.914132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136338 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -19141312.000000 Penalty: 5874.971680
	Iteration 112Q: 3 clusters Score -1.914131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136341 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -19141322.000000 Penalty: 5874.971680
	Iteration 113Q: 3 clusters Score -1.914132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136344 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -19141330.000000 Penalty: 5874.971680
	Iteration 114Q: 3 clusters Score -1.914133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136347 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -19141320.000000 Penalty: 5874.971680
	Iteration 115Q: 3 clusters Score -1.914132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136352 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -19141322.000000 Penalty: 5874.971680
	Iteration 116Q: 3 clusters Score -1.914132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136355 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -19141320.000000 Penalty: 5874.971680
	Iteration 117Q: 3 clusters Score -1.914132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136357 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -19141318.000000 Penalty: 5874.971680
	Iteration 118Q: 3 clusters Score -1.914132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136359 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -19141316.000000 Penalty: 5874.971680
	Iteration 119Q: 3 clusters Score -1.914132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136360 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -19141314.000000 Penalty: 5874.971680
	Iteration 120F: 3 clusters Score -1.914131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Entering Unmasked Estep 
Score: -1998922.625000 Penalty: 2371.197266
	Iteration 0F: 2 clusters Score -1998923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1988562.750000 Penalty: 4742.394531
	Iteration 0F: 3 clusters Score -1988563 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1991890.375000 Penalty: 4742.394531
	Iteration 1F: 3 clusters Score -1991890 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1992365.750000 Penalty: 4742.394531
	Iteration 2F: 3 clusters Score -1992366 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1992822.500000 Penalty: 4742.394531
	Iteration 3F: 3 clusters Score -1992822 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1993268.125000 Penalty: 4742.394531
	Iteration 4F: 3 clusters Score -1993268 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1993722.125000 Penalty: 4742.394531
	Iteration 5F: 3 clusters Score -1993722 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1994207.625000 Penalty: 4742.394531
	Iteration 6F: 3 clusters Score -1994208 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1994751.375000 Penalty: 4742.394531
	Iteration 7F: 3 clusters Score -1994751 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1995281.250000 Penalty: 4742.394531
	Iteration 8Q: 3 clusters Score -1995281 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1995636.000000 Penalty: 4742.394531
	Iteration 9Q: 3 clusters Score -1995636 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1995867.625000 Penalty: 4742.394531
	Iteration 10Q: 3 clusters Score -1995868 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1996009.250000 Penalty: 4742.394531
	Iteration 11Q: 3 clusters Score -1996009 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1996077.500000 Penalty: 4742.394531
	Iteration 12Q: 3 clusters Score -1996078 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1996128.000000 Penalty: 4742.394531
	Iteration 13Q: 3 clusters Score -1996128 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1996177.250000 Penalty: 4742.394531
	Iteration 14Q: 3 clusters Score -1996177 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1996210.875000 Penalty: 4742.394531
	Iteration 15Q: 3 clusters Score -1996211 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1996253.875000 Penalty: 4742.394531
	Iteration 16Q: 3 clusters Score -1996254 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1996286.250000 Penalty: 4742.394531
	Iteration 17Q: 3 clusters Score -1996286 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1996319.250000 Penalty: 4742.394531
	Iteration 18Q: 3 clusters Score -1996319 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1996340.750000 Penalty: 4742.394531
	Iteration 19Q: 3 clusters Score -1996341 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1996360.500000 Penalty: 4742.394531
	Iteration 20F: 3 clusters Score -1996360 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1996368.875000 Penalty: 4742.394531
	Iteration 21Q: 3 clusters Score -1996369 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1996378.000000 Penalty: 4742.394531
	Iteration 22Q: 3 clusters Score -1996378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1996392.250000 Penalty: 4742.394531
	Iteration 23Q: 3 clusters Score -1996392 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1996414.500000 Penalty: 4742.394531
	Iteration 24Q: 3 clusters Score -1996414 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1996432.625000 Penalty: 4742.394531
	Iteration 25Q: 3 clusters Score -1996433 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1996445.250000 Penalty: 4742.394531
	Iteration 26Q: 3 clusters Score -1996445 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1996461.375000 Penalty: 4742.394531
	Iteration 27Q: 3 clusters Score -1996461 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1996476.000000 Penalty: 4742.394531
	Iteration 28Q: 3 clusters Score -1996476 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1996490.375000 Penalty: 4742.394531
	Iteration 29Q: 3 clusters Score -1996490 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1996498.125000 Penalty: 4742.394531
	Iteration 30Q: 3 clusters Score -1996498 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1996508.875000 Penalty: 4742.394531
	Iteration 31Q: 3 clusters Score -1996509 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1996519.625000 Penalty: 4742.394531
	Iteration 32Q: 3 clusters Score -1996520 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1996528.750000 Penalty: 4742.394531
	Iteration 33Q: 3 clusters Score -1996529 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1996541.125000 Penalty: 4742.394531
	Iteration 34Q: 3 clusters Score -1996541 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1996553.250000 Penalty: 4742.394531
	Iteration 35Q: 3 clusters Score -1996553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1996559.750000 Penalty: 4742.394531
	Iteration 36Q: 3 clusters Score -1996560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1996564.125000 Penalty: 4742.394531
	Iteration 37Q: 3 clusters Score -1996564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1996569.875000 Penalty: 4742.394531
	Iteration 38Q: 3 clusters Score -1996570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1996579.500000 Penalty: 4742.394531
	Iteration 39Q: 3 clusters Score -1996580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1996589.125000 Penalty: 4742.394531
	Iteration 40F: 3 clusters Score -1996589 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1996594.250000 Penalty: 4742.394531
	Iteration 41Q: 3 clusters Score -1996594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1996607.125000 Penalty: 4742.394531
	Iteration 42Q: 3 clusters Score -1996607 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1996618.875000 Penalty: 4742.394531
	Iteration 43Q: 3 clusters Score -1996619 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1996633.750000 Penalty: 4742.394531
	Iteration 44Q: 3 clusters Score -1996634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1996636.500000 Penalty: 4742.394531
	Iteration 45Q: 3 clusters Score -1996636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1996644.875000 Penalty: 4742.394531
	Iteration 46Q: 3 clusters Score -1996645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1996649.750000 Penalty: 4742.394531
	Iteration 47Q: 3 clusters Score -1996650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1996653.875000 Penalty: 4742.394531
	Iteration 48Q: 3 clusters Score -1996654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1996660.625000 Penalty: 4742.394531
	Iteration 49Q: 3 clusters Score -1996661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1996667.750000 Penalty: 4742.394531
	Iteration 50Q: 3 clusters Score -1996668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1996674.000000 Penalty: 4742.394531
	Iteration 51Q: 3 clusters Score -1996674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1996673.750000 Penalty: 4742.394531
	Iteration 52Q: 3 clusters Score -1996674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1996677.375000 Penalty: 4742.394531
	Iteration 53Q: 3 clusters Score -1996677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1996677.125000 Penalty: 4742.394531
	Iteration 54Q: 3 clusters Score -1996677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1996679.875000 Penalty: 4742.394531
	Iteration 55Q: 3 clusters Score -1996680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1996682.875000 Penalty: 4742.394531
	Iteration 56Q: 3 clusters Score -1996683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1996680.625000 Penalty: 4742.394531
	Iteration 57Q: 3 clusters Score -1996681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1996685.625000 Penalty: 4742.394531
	Iteration 58Q: 3 clusters Score -1996686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1996685.625000 Penalty: 4742.394531
	Iteration 59Q: 3 clusters Score -1996686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1996690.750000 Penalty: 4742.394531
	Iteration 60F: 3 clusters Score -1996691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1996698.875000 Penalty: 4742.394531
	Iteration 61Q: 3 clusters Score -1996699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1996698.375000 Penalty: 4742.394531
	Iteration 62Q: 3 clusters Score -1996698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1996699.500000 Penalty: 4742.394531
	Iteration 63Q: 3 clusters Score -1996700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1996709.500000 Penalty: 4742.394531
	Iteration 64Q: 3 clusters Score -1996710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1996709.500000 Penalty: 4742.394531
	Iteration 65Q: 3 clusters Score -1996710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1996710.375000 Penalty: 4742.394531
	Iteration 66Q: 3 clusters Score -1996710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1996714.250000 Penalty: 4742.394531
	Iteration 67Q: 3 clusters Score -1996714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1996711.625000 Penalty: 4742.394531
	Iteration 68Q: 3 clusters Score -1996712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1996717.250000 Penalty: 4742.394531
	Iteration 69Q: 3 clusters Score -1996717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1996712.875000 Penalty: 4742.394531
	Iteration 70Q: 3 clusters Score -1996713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1996716.250000 Penalty: 4742.394531
	Iteration 71Q: 3 clusters Score -1996716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1996714.750000 Penalty: 4742.394531
	Iteration 72Q: 3 clusters Score -1996715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1996714.500000 Penalty: 4742.394531
	Iteration 73Q: 3 clusters Score -1996714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1996715.000000 Penalty: 4742.394531
	Iteration 74Q: 3 clusters Score -1996715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1996714.875000 Penalty: 4742.394531
	Iteration 75Q: 3 clusters Score -1996715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1996716.750000 Penalty: 4742.394531
	Iteration 76Q: 3 clusters Score -1996717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1996719.500000 Penalty: 4742.394531
	Iteration 77Q: 3 clusters Score -1996720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1996721.375000 Penalty: 4742.394531
	Iteration 78Q: 3 clusters Score -1996721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1996720.500000 Penalty: 4742.394531
	Iteration 79Q: 3 clusters Score -1996720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1996724.000000 Penalty: 4742.394531
	Iteration 80F: 3 clusters Score -1996724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1996725.000000 Penalty: 4742.394531
	Iteration 81Q: 3 clusters Score -1996725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1996724.500000 Penalty: 4742.394531
	Iteration 82Q: 3 clusters Score -1996724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1996727.250000 Penalty: 4742.394531
	Iteration 83Q: 3 clusters Score -1996727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1996727.875000 Penalty: 4742.394531
	Iteration 84Q: 3 clusters Score -1996728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1996728.875000 Penalty: 4742.394531
	Iteration 85Q: 3 clusters Score -1996729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1996728.125000 Penalty: 4742.394531
	Iteration 86Q: 3 clusters Score -1996728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1996730.875000 Penalty: 4742.394531
	Iteration 87Q: 3 clusters Score -1996731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1996729.500000 Penalty: 4742.394531
	Iteration 88Q: 3 clusters Score -1996730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1996730.625000 Penalty: 4742.394531
	Iteration 89Q: 3 clusters Score -1996731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1996729.875000 Penalty: 4742.394531
	Iteration 90Q: 3 clusters Score -1996730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1996730.000000 Penalty: 4742.394531
	Iteration 91Q: 3 clusters Score -1996730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1996733.000000 Penalty: 4742.394531
	Iteration 92Q: 3 clusters Score -1996733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1996733.000000 Penalty: 4742.394531
	Iteration 93F: 3 clusters Score -1996733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Entering Unmasked Estep 
Score: -4645559.000000 Penalty: 2582.739746
	Iteration 0F: 2 clusters Score -4645559 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 16706 members 
Entering Unmasked Estep 
Score: -4622774.500000 Penalty: 5165.479492
	Iteration 0F: 3 clusters Score -4622774 nChanged 15052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -4630833.000000 Penalty: 5165.479492
	Iteration 1F: 3 clusters Score -4630833 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -4631349.000000 Penalty: 5165.479492
	Iteration 2Q: 3 clusters Score -4631349 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -4631748.000000 Penalty: 5165.479492
	Iteration 3Q: 3 clusters Score -4631748 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -4632238.000000 Penalty: 5165.479492
	Iteration 4Q: 3 clusters Score -4632238 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -4632803.500000 Penalty: 5165.479492
	Iteration 5Q: 3 clusters Score -4632804 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -4633577.500000 Penalty: 5165.479492
	Iteration 6Q: 3 clusters Score -4633578 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -4634706.500000 Penalty: 5165.479492
	Iteration 7F: 3 clusters Score -4634706 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -4636261.000000 Penalty: 5165.479492
	Iteration 8F: 3 clusters Score -4636261 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -4638128.500000 Penalty: 5165.479492
	Iteration 9F: 3 clusters Score -4638128 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -4639818.000000 Penalty: 5165.479492
	Iteration 10F: 3 clusters Score -4639818 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -4640997.500000 Penalty: 5165.479492
	Iteration 11Q: 3 clusters Score -4640998 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -4641553.000000 Penalty: 5165.479492
	Iteration 12Q: 3 clusters Score -4641553 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -4641825.000000 Penalty: 5165.479492
	Iteration 13Q: 3 clusters Score -4641825 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -4641983.500000 Penalty: 5165.479492
	Iteration 14Q: 3 clusters Score -4641984 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -4642119.000000 Penalty: 5165.479492
	Iteration 15Q: 3 clusters Score -4642119 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -4642207.000000 Penalty: 5165.479492
	Iteration 16Q: 3 clusters Score -4642207 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -4642304.000000 Penalty: 5165.479492
	Iteration 17Q: 3 clusters Score -4642304 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -4642381.000000 Penalty: 5165.479492
	Iteration 18Q: 3 clusters Score -4642381 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -4642461.000000 Penalty: 5165.479492
	Iteration 19Q: 3 clusters Score -4642461 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -4642529.500000 Penalty: 5165.479492
	Iteration 20F: 3 clusters Score -4642530 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -4642593.500000 Penalty: 5165.479492
	Iteration 21Q: 3 clusters Score -4642594 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -4642652.000000 Penalty: 5165.479492
	Iteration 22Q: 3 clusters Score -4642652 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -4642705.000000 Penalty: 5165.479492
	Iteration 23Q: 3 clusters Score -4642705 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -4642759.500000 Penalty: 5165.479492
	Iteration 24Q: 3 clusters Score -4642760 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -4642809.000000 Penalty: 5165.479492
	Iteration 25Q: 3 clusters Score -4642809 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -4642877.500000 Penalty: 5165.479492
	Iteration 26Q: 3 clusters Score -4642878 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -4642922.500000 Penalty: 5165.479492
	Iteration 27Q: 3 clusters Score -4642922 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -4642967.500000 Penalty: 5165.479492
	Iteration 28Q: 3 clusters Score -4642968 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -4643010.500000 Penalty: 5165.479492
	Iteration 29Q: 3 clusters Score -4643010 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -4643055.000000 Penalty: 5165.479492
	Iteration 30Q: 3 clusters Score -4643055 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -4643096.500000 Penalty: 5165.479492
	Iteration 31Q: 3 clusters Score -4643096 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -4643153.000000 Penalty: 5165.479492
	Iteration 32Q: 3 clusters Score -4643153 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -4643200.500000 Penalty: 5165.479492
	Iteration 33Q: 3 clusters Score -4643200 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -4643244.000000 Penalty: 5165.479492
	Iteration 34Q: 3 clusters Score -4643244 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -4643297.500000 Penalty: 5165.479492
	Iteration 35Q: 3 clusters Score -4643298 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -4643306.000000 Penalty: 5165.479492
	Iteration 36Q: 3 clusters Score -4643306 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -4643332.500000 Penalty: 5165.479492
	Iteration 37Q: 3 clusters Score -4643332 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -4643356.500000 Penalty: 5165.479492
	Iteration 38Q: 3 clusters Score -4643356 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -4643369.500000 Penalty: 5165.479492
	Iteration 39Q: 3 clusters Score -4643370 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -4643382.000000 Penalty: 5165.479492
	Iteration 40F: 3 clusters Score -4643382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -4643397.500000 Penalty: 5165.479492
	Iteration 41Q: 3 clusters Score -4643398 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -4643393.000000 Penalty: 5165.479492
	Iteration 42Q: 3 clusters Score -4643393 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -4643415.000000 Penalty: 5165.479492
	Iteration 43Q: 3 clusters Score -4643415 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -4643424.000000 Penalty: 5165.479492
	Iteration 44Q: 3 clusters Score -4643424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -4643434.000000 Penalty: 5165.479492
	Iteration 45Q: 3 clusters Score -4643434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -4643445.000000 Penalty: 5165.479492
	Iteration 46Q: 3 clusters Score -4643445 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -4643459.000000 Penalty: 5165.479492
	Iteration 47Q: 3 clusters Score -4643459 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -4643469.500000 Penalty: 5165.479492
	Iteration 48Q: 3 clusters Score -4643470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -4643475.500000 Penalty: 5165.479492
	Iteration 49Q: 3 clusters Score -4643476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -4643480.000000 Penalty: 5165.479492
	Iteration 50Q: 3 clusters Score -4643480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -4643483.500000 Penalty: 5165.479492
	Iteration 51Q: 3 clusters Score -4643484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -4643495.500000 Penalty: 5165.479492
	Iteration 52Q: 3 clusters Score -4643496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -4643499.500000 Penalty: 5165.479492
	Iteration 53Q: 3 clusters Score -4643500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -4643498.500000 Penalty: 5165.479492
	Iteration 54Q: 3 clusters Score -4643498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -4643502.000000 Penalty: 5165.479492
	Iteration 55Q: 3 clusters Score -4643502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -4643529.000000 Penalty: 5165.479492
	Iteration 56Q: 3 clusters Score -4643529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -4643539.000000 Penalty: 5165.479492
	Iteration 57Q: 3 clusters Score -4643539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -4643545.500000 Penalty: 5165.479492
	Iteration 58Q: 3 clusters Score -4643546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -4643552.000000 Penalty: 5165.479492
	Iteration 59Q: 3 clusters Score -4643552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -4643550.000000 Penalty: 5165.479492
	Iteration 60F: 3 clusters Score -4643550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -4643557.000000 Penalty: 5165.479492
	Iteration 61Q: 3 clusters Score -4643557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -4643559.000000 Penalty: 5165.479492
	Iteration 62Q: 3 clusters Score -4643559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -4643556.000000 Penalty: 5165.479492
	Iteration 63Q: 3 clusters Score -4643556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -4643561.000000 Penalty: 5165.479492
	Iteration 64Q: 3 clusters Score -4643561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -4643565.000000 Penalty: 5165.479492
	Iteration 65Q: 3 clusters Score -4643565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -4643563.000000 Penalty: 5165.479492
	Iteration 66Q: 3 clusters Score -4643563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -4643563.000000 Penalty: 5165.479492
	Iteration 67F: 3 clusters Score -4643563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188277 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20516 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49425 members 
Mstep: Class 10 contains 35086 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167536 members 
Mstep: Class 16 contains 191586 members 
Mstep: Class 17 contains 139344 members 
Mstep: Class 18 contains 14204 members 
Mstep: Class 19 contains 33332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085392.000000 Penalty: 54213.273438
Iteration 239Q: 17 clusters Score -1.160854e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188281 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20516 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49431 members 
Mstep: Class 10 contains 35087 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167533 members 
Mstep: Class 16 contains 191574 members 
Mstep: Class 17 contains 139346 members 
Mstep: Class 18 contains 14205 members 
Mstep: Class 19 contains 33331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085368.000000 Penalty: 54213.273438
Iteration 240F: 17 clusters Score -1.160854e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188282 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20516 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49438 members 
Mstep: Class 10 contains 35087 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167530 members 
Mstep: Class 16 contains 191565 members 
Mstep: Class 17 contains 139351 members 
Mstep: Class 18 contains 14203 members 
Mstep: Class 19 contains 33330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085320.000000 Penalty: 54213.273438
Iteration 241Q: 17 clusters Score -1.160853e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188285 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20516 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49440 members 
Mstep: Class 10 contains 35087 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167532 members 
Mstep: Class 16 contains 191559 members 
Mstep: Class 17 contains 139351 members 
Mstep: Class 18 contains 14204 members 
Mstep: Class 19 contains 33327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085304.000000 Penalty: 54213.273438
Iteration 242Q: 17 clusters Score -1.160853e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188289 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20516 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49442 members 
Mstep: Class 10 contains 35087 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167535 members 
Mstep: Class 16 contains 191549 members 
Mstep: Class 17 contains 139353 members 
Mstep: Class 18 contains 14205 members 
Mstep: Class 19 contains 33325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085344.000000 Penalty: 54213.273438
Iteration 243Q: 17 clusters Score -1.160853e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188293 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20515 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49443 members 
Mstep: Class 10 contains 35088 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167534 members 
Mstep: Class 16 contains 191545 members 
Mstep: Class 17 contains 139358 members 
Mstep: Class 18 contains 14205 members 
Mstep: Class 19 contains 33320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085368.000000 Penalty: 54213.273438
Iteration 244Q: 17 clusters Score -1.160854e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188296 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20514 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49445 members 
Mstep: Class 10 contains 35087 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167536 members 
Mstep: Class 16 contains 191535 members 
Mstep: Class 17 contains 139365 members 
Mstep: Class 18 contains 14205 members 
Mstep: Class 19 contains 33318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085304.000000 Penalty: 54213.273438
Iteration 245Q: 17 clusters Score -1.160853e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188302 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20514 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49446 members 
Mstep: Class 10 contains 35087 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167538 members 
Mstep: Class 16 contains 191529 members 
Mstep: Class 17 contains 139366 members 
Mstep: Class 18 contains 14205 members 
Mstep: Class 19 contains 33314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085264.000000 Penalty: 54213.273438
Iteration 246Q: 17 clusters Score -1.160853e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188312 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20512 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49447 members 
Mstep: Class 10 contains 35087 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167536 members 
Mstep: Class 16 contains 191522 members 
Mstep: Class 17 contains 139369 members 
Mstep: Class 18 contains 14205 members 
Mstep: Class 19 contains 33310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085264.000000 Penalty: 54213.273438
Iteration 247Q: 17 clusters Score -1.160853e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188317 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20510 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49448 members 
Mstep: Class 10 contains 35088 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167532 members 
Mstep: Class 16 contains 191514 members 
Mstep: Class 17 contains 139380 members 
Mstep: Class 18 contains 14205 members 
Mstep: Class 19 contains 33307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085256.000000 Penalty: 54213.273438
Iteration 248Q: 17 clusters Score -1.160853e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188322 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20507 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49449 members 
Mstep: Class 10 contains 35091 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167530 members 
Mstep: Class 16 contains 191511 members 
Mstep: Class 17 contains 139386 members 
Mstep: Class 18 contains 14205 members 
Mstep: Class 19 contains 33300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085248.000000 Penalty: 54213.273438
Iteration 249Q: 17 clusters Score -1.160852e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188328 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20503 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49452 members 
Mstep: Class 10 contains 35095 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167526 members 
Mstep: Class 16 contains 191506 members 
Mstep: Class 17 contains 139396 members 
Mstep: Class 18 contains 14205 members 
Mstep: Class 19 contains 33291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085296.000000 Penalty: 54213.273438
Iteration 250Q: 17 clusters Score -1.160853e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188335 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20501 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49453 members 
Mstep: Class 10 contains 35095 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167526 members 
Mstep: Class 16 contains 191501 members 
Mstep: Class 17 contains 139403 members 
Mstep: Class 18 contains 14205 members 
Mstep: Class 19 contains 33283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085328.000000 Penalty: 54213.273438
Iteration 251Q: 17 clusters Score -1.160853e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188337 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20502 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49456 members 
Mstep: Class 10 contains 35095 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167528 members 
Mstep: Class 16 contains 191492 members 
Mstep: Class 17 contains 139416 members 
Mstep: Class 18 contains 14204 members 
Mstep: Class 19 contains 33272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085320.000000 Penalty: 54213.273438
Iteration 252Q: 17 clusters Score -1.160853e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188333 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20502 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49458 members 
Mstep: Class 10 contains 35096 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167533 members 
Mstep: Class 16 contains 191483 members 
Mstep: Class 17 contains 139425 members 
Mstep: Class 18 contains 14203 members 
Mstep: Class 19 contains 33270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085296.000000 Penalty: 54213.273438
Iteration 253Q: 17 clusters Score -1.160853e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188331 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20503 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49462 members 
Mstep: Class 10 contains 35095 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167541 members 
Mstep: Class 16 contains 191467 members 
Mstep: Class 17 contains 139435 members 
Mstep: Class 18 contains 14202 members 
Mstep: Class 19 contains 33268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085272.000000 Penalty: 54213.273438
Iteration 254Q: 17 clusters Score -1.160853e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188337 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49464 members 
Mstep: Class 10 contains 35093 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167543 members 
Mstep: Class 16 contains 191464 members 
Mstep: Class 17 contains 139441 members 
Mstep: Class 18 contains 14199 members 
Mstep: Class 19 contains 33263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085312.000000 Penalty: 54213.273438
Iteration 255Q: 17 clusters Score -1.160853e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188339 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49464 members 
Mstep: Class 10 contains 35092 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167548 members 
Mstep: Class 16 contains 191455 members 
Mstep: Class 17 contains 139443 members 
Mstep: Class 18 contains 14201 members 
Mstep: Class 19 contains 33262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085336.000000 Penalty: 54213.273438
Iteration 256Q: 17 clusters Score -1.160853e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188346 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49464 members 
Mstep: Class 10 contains 35089 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167547 members 
Mstep: Class 16 contains 191456 members 
Mstep: Class 17 contains 139440 members 
Mstep: Class 18 contains 14202 members 
Mstep: Class 19 contains 33261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085304.000000 Penalty: 54213.273438
Iteration 257Q: 17 clusters Score -1.160853e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188350 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49464 members 
Mstep: Class 10 contains 35091 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167547 members 
Mstep: Class 16 contains 191454 members 
Mstep: Class 17 contains 139438 members 
Mstep: Class 18 contains 14202 members 
Mstep: Class 19 contains 33259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085256.000000 Penalty: 54213.273438
Iteration 258Q: 17 clusters Score -1.160853e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188352 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49465 members 
Mstep: Class 10 contains 35091 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167548 members 
Mstep: Class 16 contains 191451 members 
Mstep: Class 17 contains 139435 members 
Mstep: Class 18 contains 14202 members 
Mstep: Class 19 contains 33261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085320.000000 Penalty: 54213.273438
Iteration 259Q: 17 clusters Score -1.160853e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188354 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49467 members 
Mstep: Class 10 contains 35091 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167548 members 
Mstep: Class 16 contains 191447 members 
Mstep: Class 17 contains 139428 members 
Mstep: Class 18 contains 14208 members 
Mstep: Class 19 contains 33262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085240.000000 Penalty: 54213.273438
Iteration 260F: 17 clusters Score -1.160852e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188357 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49467 members 
Mstep: Class 10 contains 35091 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167548 members 
Mstep: Class 16 contains 191448 members 
Mstep: Class 17 contains 139426 members 
Mstep: Class 18 contains 14207 members 
Mstep: Class 19 contains 33261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085224.000000 Penalty: 54213.273438
Iteration 261Q: 17 clusters Score -1.160852e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188361 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49467 members 
Mstep: Class 10 contains 35091 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167550 members 
Mstep: Class 16 contains 191445 members 
Mstep: Class 17 contains 139425 members 
Mstep: Class 18 contains 14206 members 
Mstep: Class 19 contains 33260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085232.000000 Penalty: 54213.273438
Iteration 262Q: 17 clusters Score -1.160852e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188360 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49467 members 
Mstep: Class 10 contains 35091 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167549 members 
Mstep: Class 16 contains 191444 members 
Mstep: Class 17 contains 139425 members 
Mstep: Class 18 contains 14212 members 
Mstep: Class 19 contains 33257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085248.000000 Penalty: 54213.273438
Iteration 263Q: 17 clusters Score -1.160852e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188361 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49467 members 
Mstep: Class 10 contains 35092 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167548 members 
Mstep: Class 16 contains 191441 members 
Mstep: Class 17 contains 139423 members 
Mstep: Class 18 contains 14217 members 
Mstep: Class 19 contains 33255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085248.000000 Penalty: 54213.273438
Iteration 264Q: 17 clusters Score -1.160852e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188361 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49467 members 
Mstep: Class 10 contains 35087 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167553 members 
Mstep: Class 16 contains 191441 members 
Mstep: Class 17 contains 139428 members 
Mstep: Class 18 contains 14216 members 
Mstep: Class 19 contains 33252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085216.000000 Penalty: 54213.273438
Iteration 265Q: 17 clusters Score -1.160852e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188362 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49467 members 
Mstep: Class 10 contains 35086 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167555 members 
Mstep: Class 16 contains 191440 members 
Mstep: Class 17 contains 139427 members 
Mstep: Class 18 contains 14218 members 
Mstep: Class 19 contains 33250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085224.000000 Penalty: 54213.273438
Iteration 266Q: 17 clusters Score -1.160852e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188363 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49467 members 
Mstep: Class 10 contains 35083 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167556 members 
Mstep: Class 16 contains 191440 members 
Mstep: Class 17 contains 139428 members 
Mstep: Class 18 contains 14218 members 
Mstep: Class 19 contains 33251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085264.000000 Penalty: 54213.273438
Iteration 267Q: 17 clusters Score -1.160853e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188365 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49467 members 
Mstep: Class 10 contains 35083 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167557 members 
Mstep: Class 16 contains 191438 members 
Mstep: Class 17 contains 139425 members 
Mstep: Class 18 contains 14218 members 
Mstep: Class 19 contains 33253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085240.000000 Penalty: 54213.273438
Iteration 268Q: 17 clusters Score -1.160852e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188366 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49467 members 
Mstep: Class 10 contains 35081 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167561 members 
Mstep: Class 16 contains 191436 members 
Mstep: Class 17 contains 139421 members 
Mstep: Class 18 contains 14218 members 
Mstep: Class 19 contains 33255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085208.000000 Penalty: 54213.273438
Iteration 269Q: 17 clusters Score -1.160852e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188366 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49467 members 
Mstep: Class 10 contains 35081 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167559 members 
Mstep: Class 16 contains 191435 members 
Mstep: Class 17 contains 139425 members 
Mstep: Class 18 contains 14219 members 
Mstep: Class 19 contains 33253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085248.000000 Penalty: 54213.273438
Iteration 270Q: 17 clusters Score -1.160852e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188365 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49468 members 
Mstep: Class 10 contains 35082 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167559 members 
Mstep: Class 16 contains 191435 members 
Mstep: Class 17 contains 139425 members 
Mstep: Class 18 contains 14220 members 
Mstep: Class 19 contains 33251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085240.000000 Penalty: 54213.273438
Iteration 271Q: 17 clusters Score -1.160852e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188365 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49468 members 
Mstep: Class 10 contains 35082 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167559 members 
Mstep: Class 16 contains 191435 members 
Mstep: Class 17 contains 139427 members 
Mstep: Class 18 contains 14221 members 
Mstep: Class 19 contains 33248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085216.000000 Penalty: 54213.273438
Iteration 272Q: 17 clusters Score -1.160852e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188365 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49470 members 
Mstep: Class 10 contains 35082 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167560 members 
Mstep: Class 16 contains 191434 members 
Mstep: Class 17 contains 139429 members 
Mstep: Class 18 contains 14220 members 
Mstep: Class 19 contains 33246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085248.000000 Penalty: 54213.273438
Iteration 273Q: 17 clusters Score -1.160852e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188364 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49471 members 
Mstep: Class 10 contains 35083 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167561 members 
Mstep: Class 16 contains 191433 members 
Mstep: Class 17 contains 139428 members 
Mstep: Class 18 contains 14220 members 
Mstep: Class 19 contains 33246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085272.000000 Penalty: 54213.273438
Iteration 274Q: 17 clusters Score -1.160853e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188364 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49470 members 
Mstep: Class 10 contains 35083 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167562 members 
Mstep: Class 16 contains 191435 members 
Mstep: Class 17 contains 139429 members 
Mstep: Class 18 contains 14220 members 
Mstep: Class 19 contains 33243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085248.000000 Penalty: 54213.273438
Iteration 275Q: 17 clusters Score -1.160852e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188364 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49470 members 
Mstep: Class 10 contains 35083 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167561 members 
Mstep: Class 16 contains 191437 members 
Mstep: Class 17 contains 139429 members 
Mstep: Class 18 contains 14220 members 
Mstep: Class 19 contains 33242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085216.000000 Penalty: 54213.273438
Iteration 276Q: 17 clusters Score -1.160852e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188364 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49470 members 
Mstep: Class 10 contains 35083 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167560 members 
Mstep: Class 16 contains 191437 members 
Mstep: Class 17 contains 139430 members 
Mstep: Class 18 contains 14220 members 
Mstep: Class 19 contains 33242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085200.000000 Penalty: 54213.273438
Iteration 277Q: 17 clusters Score -1.160852e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188364 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49470 members 
Mstep: Class 10 contains 35083 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167560 members 
Mstep: Class 16 contains 191437 members 
Mstep: Class 17 contains 139430 members 
Mstep: Class 18 contains 14220 members 
Mstep: Class 19 contains 33242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085200.000000 Penalty: 54213.273438
Iteration 278F: 17 clusters Score -1.160852e+08 nChanged 0
Entering ConstructFrom: 
Score: -116085200.000000 Penalty: 54213.273438
Entering ConstructFrom: 
Trying to split cluster 1 (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: -1505844.375000 Penalty: 2318.609619
	Iteration 0F: 2 clusters Score -1505844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1497250.125000 Penalty: 4637.219238
	Iteration 0F: 3 clusters Score -1497250 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1499747.000000 Penalty: 4637.219238
	Iteration 1F: 3 clusters Score -1499747 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1500080.750000 Penalty: 4637.219238
	Iteration 2F: 3 clusters Score -1500081 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1500299.500000 Penalty: 4637.219238
	Iteration 3Q: 3 clusters Score -1500300 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1500469.250000 Penalty: 4637.219238
	Iteration 4Q: 3 clusters Score -1500469 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1500592.875000 Penalty: 4637.219238
	Iteration 5Q: 3 clusters Score -1500593 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1500715.875000 Penalty: 4637.219238
	Iteration 6Q: 3 clusters Score -1500716 nChanged 308
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: -1500827.500000 Penalty: 4637.219238
	Iteration 7Q: 3 clusters Score -1500828 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1500960.625000 Penalty: 4637.219238
	Iteration 8Q: 3 clusters Score -1500961 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1501102.625000 Penalty: 4637.219238
	Iteration 9Q: 3 clusters Score -1501103 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1501287.000000 Penalty: 4637.219238
	Iteration 10Q: 3 clusters Score -1501287 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1501495.750000 Penalty: 4637.219238
	Iteration 11Q: 3 clusters Score -1501496 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1501747.125000 Penalty: 4637.219238
	Iteration 12Q: 3 clusters Score -1501747 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1502043.125000 Penalty: 4637.219238
	Iteration 13Q: 3 clusters Score -1502043 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1502373.750000 Penalty: 4637.219238
	Iteration 14Q: 3 clusters Score -1502374 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1502716.500000 Penalty: 4637.219238
	Iteration 15Q: 3 clusters Score -1502716 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1503026.625000 Penalty: 4637.219238
	Iteration 16Q: 3 clusters Score -1503027 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1503263.625000 Penalty: 4637.219238
	Iteration 17Q: 3 clusters Score -1503264 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1503440.250000 Penalty: 4637.219238
	Iteration 18Q: 3 clusters Score -1503440 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1503553.875000 Penalty: 4637.219238
	Iteration 19Q: 3 clusters Score -1503554 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1503637.625000 Penalty: 4637.219238
	Iteration 20F: 3 clusters Score -1503638 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1503721.500000 Penalty: 4637.219238
	Iteration 21Q: 3 clusters Score -1503722 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1503778.375000 Penalty: 4637.219238
	Iteration 22Q: 3 clusters Score -1503778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1503816.125000 Penalty: 4637.219238
	Iteration 23Q: 3 clusters Score -1503816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1503848.500000 Penalty: 4637.219238
	Iteration 24Q: 3 clusters Score -1503848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1503872.500000 Penalty: 4637.219238
	Iteration 25Q: 3 clusters Score -1503872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1503894.625000 Penalty: 4637.219238
	Iteration 26Q: 3 clusters Score -1503895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1503908.250000 Penalty: 4637.219238
	Iteration 27Q: 3 clusters Score -1503908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1503924.875000 Penalty: 4637.219238
	Iteration 28Q: 3 clusters Score -1503925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1503932.000000 Penalty: 4637.219238
	Iteration 29Q: 3 clusters Score -1503932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1503937.250000 Penalty: 4637.219238
	Iteration 30Q: 3 clusters Score -1503937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1503943.000000 Penalty: 4637.219238
	Iteration 31Q: 3 clusters Score -1503943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1503950.625000 Penalty: 4637.219238
	Iteration 32Q: 3 clusters Score -1503951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1503954.000000 Penalty: 4637.219238
	Iteration 33Q: 3 clusters Score -1503954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1503959.125000 Penalty: 4637.219238
	Iteration 34Q: 3 clusters Score -1503959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1503958.875000 Penalty: 4637.219238
	Iteration 35Q: 3 clusters Score -1503959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1503960.250000 Penalty: 4637.219238
	Iteration 36Q: 3 clusters Score -1503960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1503960.250000 Penalty: 4637.219238
	Iteration 37F: 3 clusters Score -1503960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -64744.757812 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -64744.76 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 272 members 
Entering Unmasked Estep 
Score: -63189.023438 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -63189.02 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63450.699219 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -63450.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63596.054688 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -63596.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63792.808594 Penalty: 3137.770020
	Iteration 3F: 3 clusters Score -63792.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63916.554688 Penalty: 3137.770020
	Iteration 4Q: 3 clusters Score -63916.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -64094.281250 Penalty: 3137.770020
	Iteration 5F: 3 clusters Score -64094.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64207.554688 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -64207.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64337.664062 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -64337.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64469.753906 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -64469.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64602.976562 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -64602.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64743.558594 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -64743.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64946.738281 Penalty: 3137.770020
	Iteration 11Q: 3 clusters Score -64946.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -65181.359375 Penalty: 3137.770020
	Iteration 12Q: 3 clusters Score -65181.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65254.089844 Penalty: 3137.770020
	Iteration 13Q: 3 clusters Score -65254.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -65262.839844 Penalty: 3137.770020
	Iteration 14Q: 3 clusters Score -65262.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -65266.820312 Penalty: 3137.770020
	Iteration 15Q: 3 clusters Score -65266.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65268.554688 Penalty: 3137.770020
	Iteration 16Q: 3 clusters Score -65268.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65270.785156 Penalty: 3137.770020
	Iteration 17Q: 3 clusters Score -65270.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65275.449219 Penalty: 3137.770020
	Iteration 18Q: 3 clusters Score -65275.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -65282.773438 Penalty: 3137.770020
	Iteration 19Q: 3 clusters Score -65282.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65307.863281 Penalty: 3137.770020
	Iteration 20F: 3 clusters Score -65307.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65398.460938 Penalty: 3137.770020
	Iteration 21Q: 3 clusters Score -65398.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65760.250000 Penalty: 3137.770020
	Iteration 22Q: 3 clusters Score -65760.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -65797.171875 Penalty: 3137.770020
	Iteration 23Q: 3 clusters Score -65797.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -65797.171875 Penalty: 3137.770020
	Iteration 24F: 3 clusters Score -65797.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 3 contains 188364 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49470 members 
Mstep: Class 10 contains 35083 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167560 members 
Mstep: Class 16 contains 191437 members 
Mstep: Class 17 contains 139430 members 
Mstep: Class 18 contains 14220 members 
Mstep: Class 19 contains 33242 members 
Entering Unmasked Estep 
Score: -116084464.000000 Penalty: 57601.605469
Splitting cluster 2 changes total score from -116085200.000000 to -116084464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (188364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188364 members 
Entering Unmasked Estep 
Score: -25834302.000000 Penalty: 3012.240723
	Iteration 0F: 2 clusters Score -2.58343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94215 members 
Mstep: Class 2 contains 94149 members 
Entering Unmasked Estep 
Score: -25713644.000000 Penalty: 6024.481445
	Iteration 0F: 3 clusters Score -2.571364e+07 nChanged 90509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97000 members 
Mstep: Class 2 contains 91364 members 
Entering Unmasked Estep 
Score: -25767164.000000 Penalty: 6024.481445
	Iteration 1F: 3 clusters Score -2.576716e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98817 members 
Mstep: Class 2 contains 89547 members 
Entering Unmasked Estep 
Score: -25769200.000000 Penalty: 6024.481445
	Iteration 2Q: 3 clusters Score -2.57692e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101585 members 
Mstep: Class 2 contains 86779 members 
Entering Unmasked Estep 
Score: -25772452.000000 Penalty: 6024.481445
	Iteration 3Q: 3 clusters Score -2.577245e+07 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105597 members 
Mstep: Class 2 contains 82767 members 
Entering Unmasked Estep 
Score: -25777376.000000 Penalty: 6024.481445
	Iteration 4F: 3 clusters Score -2.577738e+07 nChanged 11857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111102 members 
Mstep: Class 2 contains 77262 members 
Entering Unmasked Estep 
Score: -25784524.000000 Penalty: 6024.481445
	Iteration 5F: 3 clusters Score -2.578452e+07 nChanged 13346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117974 members 
Mstep: Class 2 contains 70390 members 
Entering Unmasked Estep 
Score: -25793988.000000 Penalty: 6024.481445
	Iteration 6F: 3 clusters Score -2.579399e+07 nChanged 13664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125460 members 
Mstep: Class 2 contains 62904 members 
Entering Unmasked Estep 
Score: -25804884.000000 Penalty: 6024.481445
	Iteration 7F: 3 clusters Score -2.580488e+07 nChanged 12205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131655 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -25815036.000000 Penalty: 6024.481445
	Iteration 8F: 3 clusters Score -2.581504e+07 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135603 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -25820960.000000 Penalty: 6024.481445
	Iteration 9Q: 3 clusters Score -2.582096e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138373 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -25823320.000000 Penalty: 6024.481445
	Iteration 10Q: 3 clusters Score -2.582332e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140744 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -25824598.000000 Penalty: 6024.481445
	Iteration 11Q: 3 clusters Score -2.58246e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142928 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -25825440.000000 Penalty: 6024.481445
	Iteration 12Q: 3 clusters Score -2.582544e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144966 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -25826208.000000 Penalty: 6024.481445
	Iteration 13Q: 3 clusters Score -2.582621e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147116 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -25826908.000000 Penalty: 6024.481445
	Iteration 14Q: 3 clusters Score -2.582691e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149364 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -25827544.000000 Penalty: 6024.481445
	Iteration 15Q: 3 clusters Score -2.582754e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151678 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -25828042.000000 Penalty: 6024.481445
	Iteration 16Q: 3 clusters Score -2.582804e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154089 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -25828668.000000 Penalty: 6024.481445
	Iteration 17Q: 3 clusters Score -2.582867e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156682 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -25829294.000000 Penalty: 6024.481445
	Iteration 18Q: 3 clusters Score -2.582929e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159372 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -25829828.000000 Penalty: 6024.481445
	Iteration 19Q: 3 clusters Score -2.582983e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162174 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -25830264.000000 Penalty: 6024.481445
	Iteration 20F: 3 clusters Score -2.583026e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164972 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -25830878.000000 Penalty: 6024.481445
	Iteration 21Q: 3 clusters Score -2.583088e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167852 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -25831310.000000 Penalty: 6024.481445
	Iteration 22Q: 3 clusters Score -2.583131e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170643 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -25831932.000000 Penalty: 6024.481445
	Iteration 23Q: 3 clusters Score -2.583193e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173296 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -25832122.000000 Penalty: 6024.481445
	Iteration 24Q: 3 clusters Score -2.583212e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175755 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -25832462.000000 Penalty: 6024.481445
	Iteration 25Q: 3 clusters Score -2.583246e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178011 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -25832724.000000 Penalty: 6024.481445
	Iteration 26Q: 3 clusters Score -2.583272e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179936 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -25832848.000000 Penalty: 6024.481445
	Iteration 27Q: 3 clusters Score -2.583285e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181558 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -25832948.000000 Penalty: 6024.481445
	Iteration 28Q: 3 clusters Score -2.583295e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182857 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -25832950.000000 Penalty: 6024.481445
	Iteration 29Q: 3 clusters Score -2.583295e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183848 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -25832932.000000 Penalty: 6024.481445
	Iteration 30Q: 3 clusters Score -2.583293e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184613 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -25832888.000000 Penalty: 6024.481445
	Iteration 31Q: 3 clusters Score -2.583289e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185180 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -25832964.000000 Penalty: 6024.481445
	Iteration 32Q: 3 clusters Score -2.583296e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185570 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -25832940.000000 Penalty: 6024.481445
	Iteration 33Q: 3 clusters Score -2.583294e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185882 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -25832868.000000 Penalty: 6024.481445
	Iteration 34Q: 3 clusters Score -2.583287e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186099 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -25832848.000000 Penalty: 6024.481445
	Iteration 35Q: 3 clusters Score -2.583285e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186257 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -25832846.000000 Penalty: 6024.481445
	Iteration 36Q: 3 clusters Score -2.583285e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186383 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -25832786.000000 Penalty: 6024.481445
	Iteration 37Q: 3 clusters Score -2.583279e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186495 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -25832808.000000 Penalty: 6024.481445
	Iteration 38Q: 3 clusters Score -2.583281e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186586 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -25832810.000000 Penalty: 6024.481445
	Iteration 39Q: 3 clusters Score -2.583281e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186654 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -25832822.000000 Penalty: 6024.481445
	Iteration 40F: 3 clusters Score -2.583282e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186729 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -25832798.000000 Penalty: 6024.481445
	Iteration 41Q: 3 clusters Score -2.58328e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186783 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -25832714.000000 Penalty: 6024.481445
	Iteration 42Q: 3 clusters Score -2.583271e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186833 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -25832732.000000 Penalty: 6024.481445
	Iteration 43Q: 3 clusters Score -2.583273e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186883 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -25832772.000000 Penalty: 6024.481445
	Iteration 44Q: 3 clusters Score -2.583277e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186921 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -25832778.000000 Penalty: 6024.481445
	Iteration 45Q: 3 clusters Score -2.583278e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186949 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -25832758.000000 Penalty: 6024.481445
	Iteration 46Q: 3 clusters Score -2.583276e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186970 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -25832772.000000 Penalty: 6024.481445
	Iteration 47Q: 3 clusters Score -2.583277e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186985 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -25832772.000000 Penalty: 6024.481445
	Iteration 48Q: 3 clusters Score -2.583277e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187000 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -25832760.000000 Penalty: 6024.481445
	Iteration 49Q: 3 clusters Score -2.583276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187016 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -25832774.000000 Penalty: 6024.481445
	Iteration 50Q: 3 clusters Score -2.583277e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187028 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -25832754.000000 Penalty: 6024.481445
	Iteration 51Q: 3 clusters Score -2.583275e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187043 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -25832758.000000 Penalty: 6024.481445
	Iteration 52Q: 3 clusters Score -2.583276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187053 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -25832736.000000 Penalty: 6024.481445
	Iteration 53Q: 3 clusters Score -2.583274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187055 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -25832752.000000 Penalty: 6024.481445
	Iteration 54Q: 3 clusters Score -2.583275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187058 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -25832754.000000 Penalty: 6024.481445
	Iteration 55Q: 3 clusters Score -2.583275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187061 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -25832752.000000 Penalty: 6024.481445
	Iteration 56Q: 3 clusters Score -2.583275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187063 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -25832754.000000 Penalty: 6024.481445
	Iteration 57Q: 3 clusters Score -2.583275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187066 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -25832762.000000 Penalty: 6024.481445
	Iteration 58Q: 3 clusters Score -2.583276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187071 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -25832754.000000 Penalty: 6024.481445
	Iteration 59Q: 3 clusters Score -2.583275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187073 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -25832754.000000 Penalty: 6024.481445
	Iteration 60F: 3 clusters Score -2.583275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187075 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -25832748.000000 Penalty: 6024.481445
	Iteration 61Q: 3 clusters Score -2.583275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187078 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -25832748.000000 Penalty: 6024.481445
	Iteration 62Q: 3 clusters Score -2.583275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187080 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -25832740.000000 Penalty: 6024.481445
	Iteration 63Q: 3 clusters Score -2.583274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187081 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -25832730.000000 Penalty: 6024.481445
	Iteration 64Q: 3 clusters Score -2.583273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187083 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -25832730.000000 Penalty: 6024.481445
	Iteration 65Q: 3 clusters Score -2.583273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187087 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -25832734.000000 Penalty: 6024.481445
	Iteration 66Q: 3 clusters Score -2.583273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187086 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -25832746.000000 Penalty: 6024.481445
	Iteration 67Q: 3 clusters Score -2.583275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187086 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -25832746.000000 Penalty: 6024.481445
	Iteration 68F: 3 clusters Score -2.583275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Entering Unmasked Estep 
Score: -413277.468750 Penalty: 1996.890625
	Iteration 0F: 2 clusters Score -413277.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -409946.593750 Penalty: 3993.781250
	Iteration 0F: 3 clusters Score -409946.6 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -410566.312500 Penalty: 3993.781250
	Iteration 1F: 3 clusters Score -410566.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -410733.031250 Penalty: 3993.781250
	Iteration 2F: 3 clusters Score -410733 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -410870.437500 Penalty: 3993.781250
	Iteration 3F: 3 clusters Score -410870.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -410966.875000 Penalty: 3993.781250
	Iteration 4Q: 3 clusters Score -410966.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -411060.562500 Penalty: 3993.781250
	Iteration 5Q: 3 clusters Score -411060.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -411157.656250 Penalty: 3993.781250
	Iteration 6Q: 3 clusters Score -411157.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -411225.406250 Penalty: 3993.781250
	Iteration 7Q: 3 clusters Score -411225.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -411271.593750 Penalty: 3993.781250
	Iteration 8Q: 3 clusters Score -411271.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -411315.593750 Penalty: 3993.781250
	Iteration 9Q: 3 clusters Score -411315.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -411354.093750 Penalty: 3993.781250
	Iteration 10Q: 3 clusters Score -411354.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -411400.687500 Penalty: 3993.781250
	Iteration 11Q: 3 clusters Score -411400.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -411431.687500 Penalty: 3993.781250
	Iteration 12Q: 3 clusters Score -411431.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -411455.625000 Penalty: 3993.781250
	Iteration 13Q: 3 clusters Score -411455.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -411474.375000 Penalty: 3993.781250
	Iteration 14Q: 3 clusters Score -411474.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -411493.562500 Penalty: 3993.781250
	Iteration 15Q: 3 clusters Score -411493.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -411510.468750 Penalty: 3993.781250
	Iteration 16Q: 3 clusters Score -411510.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -411523.593750 Penalty: 3993.781250
	Iteration 17Q: 3 clusters Score -411523.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -411541.281250 Penalty: 3993.781250
	Iteration 18Q: 3 clusters Score -411541.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -411558.218750 Penalty: 3993.781250
	Iteration 19Q: 3 clusters Score -411558.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -411571.187500 Penalty: 3993.781250
	Iteration 20F: 3 clusters Score -411571.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -411583.656250 Penalty: 3993.781250
	Iteration 21Q: 3 clusters Score -411583.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -411592.031250 Penalty: 3993.781250
	Iteration 22Q: 3 clusters Score -411592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -411598.093750 Penalty: 3993.781250
	Iteration 23Q: 3 clusters Score -411598.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -411599.500000 Penalty: 3993.781250
	Iteration 24Q: 3 clusters Score -411599.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -411601.312500 Penalty: 3993.781250
	Iteration 25Q: 3 clusters Score -411601.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -411603.093750 Penalty: 3993.781250
	Iteration 26Q: 3 clusters Score -411603.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -411605.531250 Penalty: 3993.781250
	Iteration 27Q: 3 clusters Score -411605.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -411606.187500 Penalty: 3993.781250
	Iteration 28Q: 3 clusters Score -411606.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -411606.562500 Penalty: 3993.781250
	Iteration 29Q: 3 clusters Score -411606.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -411606.562500 Penalty: 3993.781250
	Iteration 30F: 3 clusters Score -411606.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Entering Unmasked Estep 
Score: -145904.781250 Penalty: 1728.041504
	Iteration 0F: 2 clusters Score -145904.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -143909.890625 Penalty: 3456.083008
	Iteration 0F: 3 clusters Score -143909.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -144174.500000 Penalty: 3456.083008
	Iteration 1F: 3 clusters Score -144174.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -144239.968750 Penalty: 3456.083008
	Iteration 2F: 3 clusters Score -144240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -144283.359375 Penalty: 3456.083008
	Iteration 3Q: 3 clusters Score -144283.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -144303.015625 Penalty: 3456.083008
	Iteration 4Q: 3 clusters Score -144303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -144310.296875 Penalty: 3456.083008
	Iteration 5Q: 3 clusters Score -144310.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -144319.171875 Penalty: 3456.083008
	Iteration 6Q: 3 clusters Score -144319.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -144326.015625 Penalty: 3456.083008
	Iteration 7Q: 3 clusters Score -144326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -144328.093750 Penalty: 3456.083008
	Iteration 8Q: 3 clusters Score -144328.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -144329.000000 Penalty: 3456.083008
	Iteration 9Q: 3 clusters Score -144329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -144330.796875 Penalty: 3456.083008
	Iteration 10Q: 3 clusters Score -144330.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -144331.640625 Penalty: 3456.083008
	Iteration 11Q: 3 clusters Score -144331.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -144335.375000 Penalty: 3456.083008
	Iteration 12Q: 3 clusters Score -144335.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -144337.734375 Penalty: 3456.083008
	Iteration 13Q: 3 clusters Score -144337.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -144337.734375 Penalty: 3456.083008
	Iteration 14F: 3 clusters Score -144337.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Entering Unmasked Estep 
Score: -176600.734375 Penalty: 1791.558105
	Iteration 0F: 2 clusters Score -176600.7 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 701 members 
Entering Unmasked Estep 
Score: -174461.218750 Penalty: 3583.116211
	Iteration 0F: 3 clusters Score -174461.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -174922.484375 Penalty: 3583.116211
	Iteration 1F: 3 clusters Score -174922.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -175146.312500 Penalty: 3583.116211
	Iteration 2F: 3 clusters Score -175146.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -175333.890625 Penalty: 3583.116211
	Iteration 3F: 3 clusters Score -175333.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -175548.890625 Penalty: 3583.116211
	Iteration 4F: 3 clusters Score -175548.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -175957.265625 Penalty: 3583.116211
	Iteration 5F: 3 clusters Score -175957.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -176463.750000 Penalty: 3583.116211
	Iteration 6F: 3 clusters Score -176463.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -176702.109375 Penalty: 3583.116211
	Iteration 7F: 3 clusters Score -176702.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -176857.703125 Penalty: 3583.116211
	Iteration 8Q: 3 clusters Score -176857.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -176912.421875 Penalty: 3583.116211
	Iteration 9Q: 3 clusters Score -176912.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -176938.765625 Penalty: 3583.116211
	Iteration 10Q: 3 clusters Score -176938.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -176946.140625 Penalty: 3583.116211
	Iteration 11Q: 3 clusters Score -176946.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -176951.171875 Penalty: 3583.116211
	Iteration 12Q: 3 clusters Score -176951.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -176953.953125 Penalty: 3583.116211
	Iteration 13Q: 3 clusters Score -176954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -176959.687500 Penalty: 3583.116211
	Iteration 14Q: 3 clusters Score -176959.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -176970.187500 Penalty: 3583.116211
	Iteration 15Q: 3 clusters Score -176970.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -176981.750000 Penalty: 3583.116211
	Iteration 16Q: 3 clusters Score -176981.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -176985.890625 Penalty: 3583.116211
	Iteration 17Q: 3 clusters Score -176985.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -176989.531250 Penalty: 3583.116211
	Iteration 18Q: 3 clusters Score -176989.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -176992.718750 Penalty: 3583.116211
	Iteration 19Q: 3 clusters Score -176992.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -176994.031250 Penalty: 3583.116211
	Iteration 20F: 3 clusters Score -176994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 188364 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 49470 members 
Mstep: Class 10 contains 35083 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 15 contains 167560 members 
Mstep: Class 16 contains 191437 members 
Mstep: Class 17 contains 139430 members 
Mstep: Class 18 contains 14220 members 
Mstep: Class 19 contains 33242 members 
Entering Unmasked Estep 
Score: -116083904.000000 Penalty: 57601.605469
Splitting cluster 6 changes total score from -116085200.000000 to -116083904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (20500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Entering Unmasked Estep 
Score: -2862087.000000 Penalty: 2462.188477
	Iteration 0F: 2 clusters Score -2862087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2847639.750000 Penalty: 4924.376953
	Iteration 0F: 3 clusters Score -2847640 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2852228.000000 Penalty: 4924.376953
	Iteration 1F: 3 clusters Score -2852228 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2852585.500000 Penalty: 4924.376953
	Iteration 2F: 3 clusters Score -2852586 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2852889.000000 Penalty: 4924.376953
	Iteration 3Q: 3 clusters Score -2852889 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2853162.000000 Penalty: 4924.376953
	Iteration 4Q: 3 clusters Score -2853162 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2853437.750000 Penalty: 4924.376953
	Iteration 5Q: 3 clusters Score -2853438 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2853761.750000 Penalty: 4924.376953
	Iteration 6Q: 3 clusters Score -2853762 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2854194.750000 Penalty: 4924.376953
	Iteration 7Q: 3 clusters Score -2854195 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2854825.750000 Penalty: 4924.376953
	Iteration 8F: 3 clusters Score -2854826 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2855725.750000 Penalty: 4924.376953
	Iteration 9F: 3 clusters Score -2855726 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2856953.500000 Penalty: 4924.376953
	Iteration 10F: 3 clusters Score -2856954 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2858154.250000 Penalty: 4924.376953
	Iteration 11F: 3 clusters Score -2858154 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2859058.750000 Penalty: 4924.376953
	Iteration 12Q: 3 clusters Score -2859059 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2859508.250000 Penalty: 4924.376953
	Iteration 13Q: 3 clusters Score -2859508 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2859709.500000 Penalty: 4924.376953
	Iteration 14Q: 3 clusters Score -2859710 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2859809.000000 Penalty: 4924.376953
	Iteration 15Q: 3 clusters Score -2859809 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2859839.500000 Penalty: 4924.376953
	Iteration 16Q: 3 clusters Score -2859840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2859877.500000 Penalty: 4924.376953
	Iteration 17Q: 3 clusters Score -2859878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2859905.250000 Penalty: 4924.376953
	Iteration 18Q: 3 clusters Score -2859905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2859927.250000 Penalty: 4924.376953
	Iteration 19Q: 3 clusters Score -2859927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2859935.000000 Penalty: 4924.376953
	Iteration 20F: 3 clusters Score -2859935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2859934.750000 Penalty: 4924.376953
	Iteration 21Q: 3 clusters Score -2859935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2859935.000000 Penalty: 4924.376953
	Iteration 22Q: 3 clusters Score -2859935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2859937.250000 Penalty: 4924.376953
	Iteration 23Q: 3 clusters Score -2859937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2859943.750000 Penalty: 4924.376953
	Iteration 24Q: 3 clusters Score -2859944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2859944.750000 Penalty: 4924.376953
	Iteration 25Q: 3 clusters Score -2859945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2859944.250000 Penalty: 4924.376953
	Iteration 26Q: 3 clusters Score -2859944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2859952.000000 Penalty: 4924.376953
	Iteration 27Q: 3 clusters Score -2859952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2859958.500000 Penalty: 4924.376953
	Iteration 28Q: 3 clusters Score -2859958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2859968.500000 Penalty: 4924.376953
	Iteration 29Q: 3 clusters Score -2859968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2859978.750000 Penalty: 4924.376953
	Iteration 30Q: 3 clusters Score -2859979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2859979.250000 Penalty: 4924.376953
	Iteration 31Q: 3 clusters Score -2859979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2859981.250000 Penalty: 4924.376953
	Iteration 32Q: 3 clusters Score -2859981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2859981.250000 Penalty: 4924.376953
	Iteration 33F: 3 clusters Score -2859981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -126533.226562 Penalty: 1711.131348
	Iteration 0F: 2 clusters Score -126533.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -124574.695312 Penalty: 3422.262695
	Iteration 0F: 3 clusters Score -124574.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -124872.140625 Penalty: 3422.262695
	Iteration 1F: 3 clusters Score -124872.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -124960.664062 Penalty: 3422.262695
	Iteration 2F: 3 clusters Score -124960.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -124992.960938 Penalty: 3422.262695
	Iteration 3Q: 3 clusters Score -124993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -125005.640625 Penalty: 3422.262695
	Iteration 4Q: 3 clusters Score -125005.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -125009.562500 Penalty: 3422.262695
	Iteration 5Q: 3 clusters Score -125009.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -125014.054688 Penalty: 3422.262695
	Iteration 6Q: 3 clusters Score -125014.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -125018.195312 Penalty: 3422.262695
	Iteration 7Q: 3 clusters Score -125018.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -125019.304688 Penalty: 3422.262695
	Iteration 8Q: 3 clusters Score -125019.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -125019.304688 Penalty: 3422.262695
	Iteration 9F: 3 clusters Score -125019.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (49470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Entering Unmasked Estep 
Score: -6636283.000000 Penalty: 2680.662354
	Iteration 0F: 2 clusters Score -6636283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -6603066.000000 Penalty: 5361.324707
	Iteration 0F: 3 clusters Score -6603066 nChanged 22629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -6615517.500000 Penalty: 5361.324707
	Iteration 1F: 3 clusters Score -6615518 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -6615994.000000 Penalty: 5361.324707
	Iteration 2Q: 3 clusters Score -6615994 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -6616575.000000 Penalty: 5361.324707
	Iteration 3Q: 3 clusters Score -6616575 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -6617244.500000 Penalty: 5361.324707
	Iteration 4Q: 3 clusters Score -6617244 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -6618050.500000 Penalty: 5361.324707
	Iteration 5Q: 3 clusters Score -6618050 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -6619274.000000 Penalty: 5361.324707
	Iteration 6F: 3 clusters Score -6619274 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -6621239.000000 Penalty: 5361.324707
	Iteration 7F: 3 clusters Score -6621239 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -6624015.500000 Penalty: 5361.324707
	Iteration 8F: 3 clusters Score -6624016 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -6627446.000000 Penalty: 5361.324707
	Iteration 9F: 3 clusters Score -6627446 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -6630571.000000 Penalty: 5361.324707
	Iteration 10F: 3 clusters Score -6630571 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
Score: -6632502.500000 Penalty: 5361.324707
	Iteration 11Q: 3 clusters Score -6632502 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -6633345.000000 Penalty: 5361.324707
	Iteration 12Q: 3 clusters Score -6633345 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -6633680.000000 Penalty: 5361.324707
	Iteration 13Q: 3 clusters Score -6633680 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -6633818.500000 Penalty: 5361.324707
	Iteration 14Q: 3 clusters Score -6633818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -6633892.000000 Penalty: 5361.324707
	Iteration 15Q: 3 clusters Score -6633892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -6633909.000000 Penalty: 5361.324707
	Iteration 16Q: 3 clusters Score -6633909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -6633929.500000 Penalty: 5361.324707
	Iteration 17Q: 3 clusters Score -6633930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -6633948.500000 Penalty: 5361.324707
	Iteration 18Q: 3 clusters Score -6633948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 49252 members 
Entering Unmasked Estep 
Score: -6633946.500000 Penalty: 5361.324707
	Iteration 19Q: 3 clusters Score -6633946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 49253 members 
Entering Unmasked Estep 
Score: -6633946.000000 Penalty: 5361.324707
	Iteration 20F: 3 clusters Score -6633946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Entering Unmasked Estep 
Score: -4890551.500000 Penalty: 2595.437012
	Iteration 0F: 2 clusters Score -4890552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -4866829.000000 Penalty: 5190.874023
	Iteration 0F: 3 clusters Score -4866829 nChanged 15862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -4875530.500000 Penalty: 5190.874023
	Iteration 1F: 3 clusters Score -4875530 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -4876122.500000 Penalty: 5190.874023
	Iteration 2Q: 3 clusters Score -4876122 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -4876758.000000 Penalty: 5190.874023
	Iteration 3Q: 3 clusters Score -4876758 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -4877696.000000 Penalty: 5190.874023
	Iteration 4F: 3 clusters Score -4877696 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -4879038.500000 Penalty: 5190.874023
	Iteration 5F: 3 clusters Score -4879038 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -4880895.000000 Penalty: 5190.874023
	Iteration 6F: 3 clusters Score -4880895 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -4883042.500000 Penalty: 5190.874023
	Iteration 7F: 3 clusters Score -4883042 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -4884991.000000 Penalty: 5190.874023
	Iteration 8F: 3 clusters Score -4884991 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -4886477.500000 Penalty: 5190.874023
	Iteration 9Q: 3 clusters Score -4886478 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4887445.500000 Penalty: 5190.874023
	Iteration 10Q: 3 clusters Score -4887446 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4887897.000000 Penalty: 5190.874023
	Iteration 11Q: 3 clusters Score -4887897 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4888147.500000 Penalty: 5190.874023
	Iteration 12Q: 3 clusters Score -4888148 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4888260.500000 Penalty: 5190.874023
	Iteration 13Q: 3 clusters Score -4888260 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4888306.000000 Penalty: 5190.874023
	Iteration 14Q: 3 clusters Score -4888306 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4888329.500000 Penalty: 5190.874023
	Iteration 15Q: 3 clusters Score -4888330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4888345.000000 Penalty: 5190.874023
	Iteration 16Q: 3 clusters Score -4888345 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4888360.000000 Penalty: 5190.874023
	Iteration 17Q: 3 clusters Score -4888360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4888381.500000 Penalty: 5190.874023
	Iteration 18Q: 3 clusters Score -4888382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4888389.500000 Penalty: 5190.874023
	Iteration 19Q: 3 clusters Score -4888390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4888396.000000 Penalty: 5190.874023
	Iteration 20F: 3 clusters Score -4888396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4888391.000000 Penalty: 5190.874023
	Iteration 21Q: 3 clusters Score -4888391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4888402.500000 Penalty: 5190.874023
	Iteration 22Q: 3 clusters Score -4888402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4888401.000000 Penalty: 5190.874023
	Iteration 23Q: 3 clusters Score -4888401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4888407.000000 Penalty: 5190.874023
	Iteration 24Q: 3 clusters Score -4888407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4888410.500000 Penalty: 5190.874023
	Iteration 25Q: 3 clusters Score -4888410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4888414.500000 Penalty: 5190.874023
	Iteration 26Q: 3 clusters Score -4888414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4888414.500000 Penalty: 5190.874023
	Iteration 27Q: 3 clusters Score -4888414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4888414.000000 Penalty: 5190.874023
	Iteration 28Q: 3 clusters Score -4888414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4888416.000000 Penalty: 5190.874023
	Iteration 29Q: 3 clusters Score -4888416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4888413.000000 Penalty: 5190.874023
	Iteration 30Q: 3 clusters Score -4888413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4888420.000000 Penalty: 5190.874023
	Iteration 31Q: 3 clusters Score -4888420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4888417.000000 Penalty: 5190.874023
	Iteration 32Q: 3 clusters Score -4888417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4888414.000000 Penalty: 5190.874023
	Iteration 33Q: 3 clusters Score -4888414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4888422.500000 Penalty: 5190.874023
	Iteration 34Q: 3 clusters Score -4888422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4888426.000000 Penalty: 5190.874023
	Iteration 35Q: 3 clusters Score -4888426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4888423.500000 Penalty: 5190.874023
	Iteration 36Q: 3 clusters Score -4888424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4888423.000000 Penalty: 5190.874023
	Iteration 37Q: 3 clusters Score -4888423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4888424.000000 Penalty: 5190.874023
	Iteration 38Q: 3 clusters Score -4888424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4888421.500000 Penalty: 5190.874023
	Iteration 39Q: 3 clusters Score -4888422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4888422.500000 Penalty: 5190.874023
	Iteration 40F: 3 clusters Score -4888422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4888427.000000 Penalty: 5190.874023
	Iteration 41Q: 3 clusters Score -4888427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4888429.000000 Penalty: 5190.874023
	Iteration 42Q: 3 clusters Score -4888429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4888437.000000 Penalty: 5190.874023
	Iteration 43Q: 3 clusters Score -4888437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4888438.500000 Penalty: 5190.874023
	Iteration 44Q: 3 clusters Score -4888438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4888439.500000 Penalty: 5190.874023
	Iteration 45Q: 3 clusters Score -4888440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4888437.000000 Penalty: 5190.874023
	Iteration 46Q: 3 clusters Score -4888437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4888437.000000 Penalty: 5190.874023
	Iteration 47Q: 3 clusters Score -4888437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4888431.000000 Penalty: 5190.874023
	Iteration 48Q: 3 clusters Score -4888431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4888438.500000 Penalty: 5190.874023
	Iteration 49Q: 3 clusters Score -4888438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4888434.500000 Penalty: 5190.874023
	Iteration 50Q: 3 clusters Score -4888434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4888437.000000 Penalty: 5190.874023
	Iteration 51Q: 3 clusters Score -4888437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4888433.000000 Penalty: 5190.874023
	Iteration 52Q: 3 clusters Score -4888433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4888433.000000 Penalty: 5190.874023
	Iteration 53Q: 3 clusters Score -4888433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4888436.500000 Penalty: 5190.874023
	Iteration 54Q: 3 clusters Score -4888436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4888436.500000 Penalty: 5190.874023
	Iteration 55F: 3 clusters Score -4888436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -34634.589844 Penalty: 1408.682739
	Iteration 0F: 2 clusters Score -34634.59 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 139 members 
Entering Unmasked Estep 
Score: -33398.648438 Penalty: 2817.365479
	Iteration 0F: 3 clusters Score -33398.65 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33530.609375 Penalty: 2817.365479
	Iteration 1F: 3 clusters Score -33530.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33583.140625 Penalty: 2817.365479
	Iteration 2F: 3 clusters Score -33583.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33610.117188 Penalty: 2817.365479
	Iteration 3Q: 3 clusters Score -33610.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33628.457031 Penalty: 2817.365479
	Iteration 4Q: 3 clusters Score -33628.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33636.726562 Penalty: 2817.365479
	Iteration 5Q: 3 clusters Score -33636.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33642.781250 Penalty: 2817.365479
	Iteration 6Q: 3 clusters Score -33642.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33647.855469 Penalty: 2817.365479
	Iteration 7Q: 3 clusters Score -33647.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33652.914062 Penalty: 2817.365479
	Iteration 8Q: 3 clusters Score -33652.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33656.949219 Penalty: 2817.365479
	Iteration 9Q: 3 clusters Score -33656.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33670.437500 Penalty: 2817.365479
	Iteration 10Q: 3 clusters Score -33670.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33685.968750 Penalty: 2817.365479
	Iteration 11Q: 3 clusters Score -33685.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33718.484375 Penalty: 2817.365479
	Iteration 12Q: 3 clusters Score -33718.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33732.195312 Penalty: 2817.365479
	Iteration 13Q: 3 clusters Score -33732.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33737.394531 Penalty: 2817.365479
	Iteration 14Q: 3 clusters Score -33737.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33796.667969 Penalty: 2817.365479
	Iteration 15Q: 3 clusters Score -33796.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33824.210938 Penalty: 2817.365479
	Iteration 16Q: 3 clusters Score -33824.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33827.289062 Penalty: 2817.365479
	Iteration 17Q: 3 clusters Score -33827.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33827.289062 Penalty: 2817.365479
	Iteration 18F: 3 clusters Score -33827.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (167560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167560 members 
Entering Unmasked Estep 
Score: -23110860.000000 Penalty: 2983.216064
	Iteration 0F: 2 clusters Score -2.311086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83918 members 
Mstep: Class 2 contains 83642 members 
Entering Unmasked Estep 
Score: -23002090.000000 Penalty: 5966.432129
	Iteration 0F: 3 clusters Score -2.300209e+07 nChanged 80322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 81014 members 
Entering Unmasked Estep 
Score: -23049380.000000 Penalty: 5966.432129
	Iteration 1F: 3 clusters Score -2.304938e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88207 members 
Mstep: Class 2 contains 79353 members 
Entering Unmasked Estep 
Score: -23050984.000000 Penalty: 5966.432129
	Iteration 2Q: 3 clusters Score -2.305098e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90843 members 
Mstep: Class 2 contains 76717 members 
Entering Unmasked Estep 
Score: -23053658.000000 Penalty: 5966.432129
	Iteration 3Q: 3 clusters Score -2.305366e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94745 members 
Mstep: Class 2 contains 72815 members 
Entering Unmasked Estep 
Score: -23057134.000000 Penalty: 5966.432129
	Iteration 4Q: 3 clusters Score -2.305713e+07 nChanged 9822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100241 members 
Mstep: Class 2 contains 67319 members 
Entering Unmasked Estep 
Score: -23062996.000000 Penalty: 5966.432129
	Iteration 5F: 3 clusters Score -2.3063e+07 nChanged 11445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107422 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -23070728.000000 Penalty: 5966.432129
	Iteration 6F: 3 clusters Score -2.307073e+07 nChanged 11843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115313 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -23080098.000000 Penalty: 5966.432129
	Iteration 7F: 3 clusters Score -2.30801e+07 nChanged 10616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122097 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -23088500.000000 Penalty: 5966.432129
	Iteration 8F: 3 clusters Score -2.30885e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126895 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -23093938.000000 Penalty: 5966.432129
	Iteration 9Q: 3 clusters Score -2.309394e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130390 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -23096914.000000 Penalty: 5966.432129
	Iteration 10Q: 3 clusters Score -2.309691e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133408 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -23098610.000000 Penalty: 5966.432129
	Iteration 11Q: 3 clusters Score -2.309861e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136134 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -23099954.000000 Penalty: 5966.432129
	Iteration 12Q: 3 clusters Score -2.309995e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138647 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -23101144.000000 Penalty: 5966.432129
	Iteration 13Q: 3 clusters Score -2.310114e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141052 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -23102152.000000 Penalty: 5966.432129
	Iteration 14Q: 3 clusters Score -2.310215e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143259 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -23103030.000000 Penalty: 5966.432129
	Iteration 15Q: 3 clusters Score -2.310303e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145324 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -23103808.000000 Penalty: 5966.432129
	Iteration 16Q: 3 clusters Score -2.310381e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147337 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -23104410.000000 Penalty: 5966.432129
	Iteration 17Q: 3 clusters Score -2.310441e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149198 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -23105202.000000 Penalty: 5966.432129
	Iteration 18Q: 3 clusters Score -2.31052e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150896 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -23105806.000000 Penalty: 5966.432129
	Iteration 19Q: 3 clusters Score -2.310581e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152468 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -23106344.000000 Penalty: 5966.432129
	Iteration 20F: 3 clusters Score -2.310634e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153908 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -23106734.000000 Penalty: 5966.432129
	Iteration 21Q: 3 clusters Score -2.310673e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155243 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -23106968.000000 Penalty: 5966.432129
	Iteration 22Q: 3 clusters Score -2.310697e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156474 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -23107200.000000 Penalty: 5966.432129
	Iteration 23Q: 3 clusters Score -2.31072e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157544 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -23107418.000000 Penalty: 5966.432129
	Iteration 24Q: 3 clusters Score -2.310742e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158515 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -23107642.000000 Penalty: 5966.432129
	Iteration 25Q: 3 clusters Score -2.310764e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159353 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -23107754.000000 Penalty: 5966.432129
	Iteration 26Q: 3 clusters Score -2.310775e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160111 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -23107830.000000 Penalty: 5966.432129
	Iteration 27Q: 3 clusters Score -2.310783e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160789 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -23107926.000000 Penalty: 5966.432129
	Iteration 28Q: 3 clusters Score -2.310793e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161405 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -23107976.000000 Penalty: 5966.432129
	Iteration 29Q: 3 clusters Score -2.310798e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161925 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -23108036.000000 Penalty: 5966.432129
	Iteration 30Q: 3 clusters Score -2.310804e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162376 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -23108088.000000 Penalty: 5966.432129
	Iteration 31Q: 3 clusters Score -2.310809e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162733 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -23108180.000000 Penalty: 5966.432129
	Iteration 32Q: 3 clusters Score -2.310818e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163057 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -23108194.000000 Penalty: 5966.432129
	Iteration 33Q: 3 clusters Score -2.310819e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163362 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -23108240.000000 Penalty: 5966.432129
	Iteration 34Q: 3 clusters Score -2.310824e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163639 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -23108300.000000 Penalty: 5966.432129
	Iteration 35Q: 3 clusters Score -2.31083e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163907 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -23108364.000000 Penalty: 5966.432129
	Iteration 36Q: 3 clusters Score -2.310836e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164116 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -23108396.000000 Penalty: 5966.432129
	Iteration 37Q: 3 clusters Score -2.31084e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164275 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -23108446.000000 Penalty: 5966.432129
	Iteration 38Q: 3 clusters Score -2.310845e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164425 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -23108470.000000 Penalty: 5966.432129
	Iteration 39Q: 3 clusters Score -2.310847e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164565 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -23108488.000000 Penalty: 5966.432129
	Iteration 40F: 3 clusters Score -2.310849e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164691 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -23108558.000000 Penalty: 5966.432129
	Iteration 41Q: 3 clusters Score -2.310856e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164814 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -23108572.000000 Penalty: 5966.432129
	Iteration 42Q: 3 clusters Score -2.310857e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164944 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -23108622.000000 Penalty: 5966.432129
	Iteration 43Q: 3 clusters Score -2.310862e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165075 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -23108676.000000 Penalty: 5966.432129
	Iteration 44Q: 3 clusters Score -2.310868e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165190 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -23108660.000000 Penalty: 5966.432129
	Iteration 45Q: 3 clusters Score -2.310866e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165296 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -23108616.000000 Penalty: 5966.432129
	Iteration 46Q: 3 clusters Score -2.310862e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165388 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -23108630.000000 Penalty: 5966.432129
	Iteration 47Q: 3 clusters Score -2.310863e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165471 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -23108656.000000 Penalty: 5966.432129
	Iteration 48Q: 3 clusters Score -2.310866e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165548 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -23108620.000000 Penalty: 5966.432129
	Iteration 49Q: 3 clusters Score -2.310862e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165610 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -23108658.000000 Penalty: 5966.432129
	Iteration 50Q: 3 clusters Score -2.310866e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165659 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -23108620.000000 Penalty: 5966.432129
	Iteration 51Q: 3 clusters Score -2.310862e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165710 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -23108614.000000 Penalty: 5966.432129
	Iteration 52Q: 3 clusters Score -2.310861e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165755 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -23108630.000000 Penalty: 5966.432129
	Iteration 53Q: 3 clusters Score -2.310863e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165797 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -23108594.000000 Penalty: 5966.432129
	Iteration 54Q: 3 clusters Score -2.310859e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165819 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -23108600.000000 Penalty: 5966.432129
	Iteration 55Q: 3 clusters Score -2.31086e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165846 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -23108600.000000 Penalty: 5966.432129
	Iteration 56Q: 3 clusters Score -2.31086e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165865 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -23108570.000000 Penalty: 5966.432129
	Iteration 57Q: 3 clusters Score -2.310857e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165881 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -23108566.000000 Penalty: 5966.432129
	Iteration 58Q: 3 clusters Score -2.310857e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165904 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -23108572.000000 Penalty: 5966.432129
	Iteration 59Q: 3 clusters Score -2.310857e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165925 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -23108602.000000 Penalty: 5966.432129
	Iteration 60F: 3 clusters Score -2.31086e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165943 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -23108616.000000 Penalty: 5966.432129
	Iteration 61Q: 3 clusters Score -2.310862e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165962 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -23108634.000000 Penalty: 5966.432129
	Iteration 62Q: 3 clusters Score -2.310863e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165976 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -23108614.000000 Penalty: 5966.432129
	Iteration 63Q: 3 clusters Score -2.310861e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165992 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -23108618.000000 Penalty: 5966.432129
	Iteration 64Q: 3 clusters Score -2.310862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165993 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -23108618.000000 Penalty: 5966.432129
	Iteration 65Q: 3 clusters Score -2.310862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165997 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -23108612.000000 Penalty: 5966.432129
	Iteration 66Q: 3 clusters Score -2.310861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165999 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -23108632.000000 Penalty: 5966.432129
	Iteration 67Q: 3 clusters Score -2.310863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166002 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -23108632.000000 Penalty: 5966.432129
	Iteration 68Q: 3 clusters Score -2.310863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166004 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -23108618.000000 Penalty: 5966.432129
	Iteration 69Q: 3 clusters Score -2.310862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166005 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -23108620.000000 Penalty: 5966.432129
	Iteration 70Q: 3 clusters Score -2.310862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166005 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -23108620.000000 Penalty: 5966.432129
	Iteration 71F: 3 clusters Score -2.310862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (191437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191437 members 
Entering Unmasked Estep 
Score: -26228010.000000 Penalty: 3016.253906
	Iteration 0F: 2 clusters Score -2.622801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95613 members 
Mstep: Class 2 contains 95824 members 
Entering Unmasked Estep 
Score: -26108068.000000 Penalty: 6032.507812
	Iteration 0F: 3 clusters Score -2.610807e+07 nChanged 91643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96086 members 
Mstep: Class 2 contains 95351 members 
Entering Unmasked Estep 
Score: -26162532.000000 Penalty: 6032.507812
	Iteration 1F: 3 clusters Score -2.616253e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96276 members 
Mstep: Class 2 contains 95161 members 
Entering Unmasked Estep 
Score: -26163508.000000 Penalty: 6032.507812
	Iteration 2Q: 3 clusters Score -2.616351e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96548 members 
Mstep: Class 2 contains 94889 members 
Entering Unmasked Estep 
Score: -26164686.000000 Penalty: 6032.507812
	Iteration 3Q: 3 clusters Score -2.616469e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96899 members 
Mstep: Class 2 contains 94538 members 
Entering Unmasked Estep 
Score: -26166568.000000 Penalty: 6032.507812
	Iteration 4Q: 3 clusters Score -2.616657e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97290 members 
Mstep: Class 2 contains 94147 members 
Entering Unmasked Estep 
Score: -26168596.000000 Penalty: 6032.507812
	Iteration 5Q: 3 clusters Score -2.61686e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97952 members 
Mstep: Class 2 contains 93485 members 
Entering Unmasked Estep 
Score: -26171488.000000 Penalty: 6032.507812
	Iteration 6Q: 3 clusters Score -2.617149e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98850 members 
Mstep: Class 2 contains 92587 members 
Entering Unmasked Estep 
Score: -26175936.000000 Penalty: 6032.507812
	Iteration 7Q: 3 clusters Score -2.617594e+07 nChanged 10359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99913 members 
Mstep: Class 2 contains 91524 members 
Entering Unmasked Estep 
Score: -26182340.000000 Penalty: 6032.507812
	Iteration 8F: 3 clusters Score -2.618234e+07 nChanged 11728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101201 members 
Mstep: Class 2 contains 90236 members 
Entering Unmasked Estep 
Score: -26191052.000000 Penalty: 6032.507812
	Iteration 9F: 3 clusters Score -2.619105e+07 nChanged 12042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102591 members 
Mstep: Class 2 contains 88846 members 
Entering Unmasked Estep 
Score: -26199474.000000 Penalty: 6032.507812
	Iteration 10F: 3 clusters Score -2.619947e+07 nChanged 10011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103858 members 
Mstep: Class 2 contains 87579 members 
Entering Unmasked Estep 
Score: -26204104.000000 Penalty: 6032.507812
	Iteration 11F: 3 clusters Score -2.62041e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104939 members 
Mstep: Class 2 contains 86498 members 
Entering Unmasked Estep 
Score: -26206028.000000 Penalty: 6032.507812
	Iteration 12Q: 3 clusters Score -2.620603e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105973 members 
Mstep: Class 2 contains 85464 members 
Entering Unmasked Estep 
Score: -26207042.000000 Penalty: 6032.507812
	Iteration 13Q: 3 clusters Score -2.620704e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107116 members 
Mstep: Class 2 contains 84321 members 
Entering Unmasked Estep 
Score: -26207800.000000 Penalty: 6032.507812
	Iteration 14Q: 3 clusters Score -2.62078e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108294 members 
Mstep: Class 2 contains 83143 members 
Entering Unmasked Estep 
Score: -26208412.000000 Penalty: 6032.507812
	Iteration 15Q: 3 clusters Score -2.620841e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109471 members 
Mstep: Class 2 contains 81966 members 
Entering Unmasked Estep 
Score: -26209166.000000 Penalty: 6032.507812
	Iteration 16Q: 3 clusters Score -2.620917e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110719 members 
Mstep: Class 2 contains 80718 members 
Entering Unmasked Estep 
Score: -26210004.000000 Penalty: 6032.507812
	Iteration 17Q: 3 clusters Score -2.621e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112080 members 
Mstep: Class 2 contains 79357 members 
Entering Unmasked Estep 
Score: -26210620.000000 Penalty: 6032.507812
	Iteration 18Q: 3 clusters Score -2.621062e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113447 members 
Mstep: Class 2 contains 77990 members 
Entering Unmasked Estep 
Score: -26211346.000000 Penalty: 6032.507812
	Iteration 19Q: 3 clusters Score -2.621135e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114953 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
Score: -26212102.000000 Penalty: 6032.507812
	Iteration 20F: 3 clusters Score -2.62121e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116528 members 
Mstep: Class 2 contains 74909 members 
Entering Unmasked Estep 
Score: -26213034.000000 Penalty: 6032.507812
	Iteration 21Q: 3 clusters Score -2.621303e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118236 members 
Mstep: Class 2 contains 73201 members 
Entering Unmasked Estep 
Score: -26213914.000000 Penalty: 6032.507812
	Iteration 22Q: 3 clusters Score -2.621391e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119945 members 
Mstep: Class 2 contains 71492 members 
Entering Unmasked Estep 
Score: -26214850.000000 Penalty: 6032.507812
	Iteration 23Q: 3 clusters Score -2.621485e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121686 members 
Mstep: Class 2 contains 69751 members 
Entering Unmasked Estep 
Score: -26215906.000000 Penalty: 6032.507812
	Iteration 24Q: 3 clusters Score -2.621591e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123382 members 
Mstep: Class 2 contains 68055 members 
Entering Unmasked Estep 
Score: -26216782.000000 Penalty: 6032.507812
	Iteration 25Q: 3 clusters Score -2.621678e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125046 members 
Mstep: Class 2 contains 66391 members 
Entering Unmasked Estep 
Score: -26217568.000000 Penalty: 6032.507812
	Iteration 26Q: 3 clusters Score -2.621757e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126630 members 
Mstep: Class 2 contains 64807 members 
Entering Unmasked Estep 
Score: -26218234.000000 Penalty: 6032.507812
	Iteration 27Q: 3 clusters Score -2.621823e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128172 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -26218804.000000 Penalty: 6032.507812
	Iteration 28Q: 3 clusters Score -2.62188e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129667 members 
Mstep: Class 2 contains 61770 members 
Entering Unmasked Estep 
Score: -26219368.000000 Penalty: 6032.507812
	Iteration 29Q: 3 clusters Score -2.621937e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131160 members 
Mstep: Class 2 contains 60277 members 
Entering Unmasked Estep 
Score: -26219972.000000 Penalty: 6032.507812
	Iteration 30Q: 3 clusters Score -2.621997e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132548 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -26220320.000000 Penalty: 6032.507812
	Iteration 31Q: 3 clusters Score -2.622032e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133925 members 
Mstep: Class 2 contains 57512 members 
Entering Unmasked Estep 
Score: -26220598.000000 Penalty: 6032.507812
	Iteration 32Q: 3 clusters Score -2.62206e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135322 members 
Mstep: Class 2 contains 56115 members 
Entering Unmasked Estep 
Score: -26221018.000000 Penalty: 6032.507812
	Iteration 33Q: 3 clusters Score -2.622102e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136683 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -26221336.000000 Penalty: 6032.507812
	Iteration 34Q: 3 clusters Score -2.622134e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138040 members 
Mstep: Class 2 contains 53397 members 
Entering Unmasked Estep 
Score: -26221710.000000 Penalty: 6032.507812
	Iteration 35Q: 3 clusters Score -2.622171e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139417 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -26221966.000000 Penalty: 6032.507812
	Iteration 36Q: 3 clusters Score -2.622197e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140793 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -26222252.000000 Penalty: 6032.507812
	Iteration 37Q: 3 clusters Score -2.622225e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142199 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -26222466.000000 Penalty: 6032.507812
	Iteration 38Q: 3 clusters Score -2.622247e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143603 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -26222714.000000 Penalty: 6032.507812
	Iteration 39Q: 3 clusters Score -2.622271e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144966 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -26223052.000000 Penalty: 6032.507812
	Iteration 40F: 3 clusters Score -2.622305e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146611 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -26223426.000000 Penalty: 6032.507812
	Iteration 41Q: 3 clusters Score -2.622343e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148538 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -26223726.000000 Penalty: 6032.507812
	Iteration 42Q: 3 clusters Score -2.622373e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150826 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -26224336.000000 Penalty: 6032.507812
	Iteration 43Q: 3 clusters Score -2.622434e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153428 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -26224666.000000 Penalty: 6032.507812
	Iteration 44Q: 3 clusters Score -2.622467e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156297 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -26225050.000000 Penalty: 6032.507812
	Iteration 45Q: 3 clusters Score -2.622505e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159416 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -26225494.000000 Penalty: 6032.507812
	Iteration 46Q: 3 clusters Score -2.622549e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162752 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -26225598.000000 Penalty: 6032.507812
	Iteration 47Q: 3 clusters Score -2.62256e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165984 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -26226038.000000 Penalty: 6032.507812
	Iteration 48Q: 3 clusters Score -2.622604e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169060 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -26226180.000000 Penalty: 6032.507812
	Iteration 49Q: 3 clusters Score -2.622618e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171909 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -26226644.000000 Penalty: 6032.507812
	Iteration 50Q: 3 clusters Score -2.622664e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174406 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -26226522.000000 Penalty: 6032.507812
	Iteration 51Q: 3 clusters Score -2.622652e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176603 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -26226374.000000 Penalty: 6032.507812
	Iteration 52Q: 3 clusters Score -2.622637e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178453 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -26226330.000000 Penalty: 6032.507812
	Iteration 53Q: 3 clusters Score -2.622633e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179976 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -26226238.000000 Penalty: 6032.507812
	Iteration 54Q: 3 clusters Score -2.622624e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181249 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -26226264.000000 Penalty: 6032.507812
	Iteration 55Q: 3 clusters Score -2.622626e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182244 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -26226284.000000 Penalty: 6032.507812
	Iteration 56Q: 3 clusters Score -2.622628e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183100 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -26226338.000000 Penalty: 6032.507812
	Iteration 57Q: 3 clusters Score -2.622634e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183806 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -26226164.000000 Penalty: 6032.507812
	Iteration 58Q: 3 clusters Score -2.622616e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184453 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -26226270.000000 Penalty: 6032.507812
	Iteration 59Q: 3 clusters Score -2.622627e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185020 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -26226486.000000 Penalty: 6032.507812
	Iteration 60F: 3 clusters Score -2.622649e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185848 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -26226438.000000 Penalty: 6032.507812
	Iteration 61Q: 3 clusters Score -2.622644e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186488 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -26226370.000000 Penalty: 6032.507812
	Iteration 62Q: 3 clusters Score -2.622637e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187015 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -26226350.000000 Penalty: 6032.507812
	Iteration 63Q: 3 clusters Score -2.622635e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187464 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -26226318.000000 Penalty: 6032.507812
	Iteration 64Q: 3 clusters Score -2.622632e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187820 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -26226220.000000 Penalty: 6032.507812
	Iteration 65Q: 3 clusters Score -2.622622e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188109 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -26226196.000000 Penalty: 6032.507812
	Iteration 66Q: 3 clusters Score -2.62262e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188381 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -26226204.000000 Penalty: 6032.507812
	Iteration 67Q: 3 clusters Score -2.62262e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188626 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -26226154.000000 Penalty: 6032.507812
	Iteration 68Q: 3 clusters Score -2.622615e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188841 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -26226114.000000 Penalty: 6032.507812
	Iteration 69Q: 3 clusters Score -2.622611e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189028 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -26226116.000000 Penalty: 6032.507812
	Iteration 70Q: 3 clusters Score -2.622612e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189201 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -26226088.000000 Penalty: 6032.507812
	Iteration 71Q: 3 clusters Score -2.622609e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189340 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -26226022.000000 Penalty: 6032.507812
	Iteration 72Q: 3 clusters Score -2.622602e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189479 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -26225992.000000 Penalty: 6032.507812
	Iteration 73Q: 3 clusters Score -2.622599e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189620 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -26225956.000000 Penalty: 6032.507812
	Iteration 74Q: 3 clusters Score -2.622596e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189747 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -26225986.000000 Penalty: 6032.507812
	Iteration 75Q: 3 clusters Score -2.622599e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189864 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -26225964.000000 Penalty: 6032.507812
	Iteration 76Q: 3 clusters Score -2.622596e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189968 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -26225914.000000 Penalty: 6032.507812
	Iteration 77Q: 3 clusters Score -2.622591e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190064 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -26225902.000000 Penalty: 6032.507812
	Iteration 78Q: 3 clusters Score -2.62259e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190147 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -26225930.000000 Penalty: 6032.507812
	Iteration 79Q: 3 clusters Score -2.622593e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190217 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -26225900.000000 Penalty: 6032.507812
	Iteration 80F: 3 clusters Score -2.62259e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190272 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -26225898.000000 Penalty: 6032.507812
	Iteration 81Q: 3 clusters Score -2.62259e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190321 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -26225910.000000 Penalty: 6032.507812
	Iteration 82Q: 3 clusters Score -2.622591e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190369 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -26225898.000000 Penalty: 6032.507812
	Iteration 83Q: 3 clusters Score -2.62259e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190406 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -26225872.000000 Penalty: 6032.507812
	Iteration 84Q: 3 clusters Score -2.622587e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190443 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -26225884.000000 Penalty: 6032.507812
	Iteration 85Q: 3 clusters Score -2.622588e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190466 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -26225860.000000 Penalty: 6032.507812
	Iteration 86Q: 3 clusters Score -2.622586e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190489 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -26225862.000000 Penalty: 6032.507812
	Iteration 87Q: 3 clusters Score -2.622586e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190509 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -26225856.000000 Penalty: 6032.507812
	Iteration 88Q: 3 clusters Score -2.622586e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190526 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -26225864.000000 Penalty: 6032.507812
	Iteration 89Q: 3 clusters Score -2.622586e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190546 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -26225884.000000 Penalty: 6032.507812
	Iteration 90Q: 3 clusters Score -2.622588e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190560 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -26225910.000000 Penalty: 6032.507812
	Iteration 91Q: 3 clusters Score -2.622591e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190576 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -26225880.000000 Penalty: 6032.507812
	Iteration 92Q: 3 clusters Score -2.622588e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190594 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -26225890.000000 Penalty: 6032.507812
	Iteration 93Q: 3 clusters Score -2.622589e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190604 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -26225902.000000 Penalty: 6032.507812
	Iteration 94Q: 3 clusters Score -2.62259e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190618 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -26225892.000000 Penalty: 6032.507812
	Iteration 95Q: 3 clusters Score -2.622589e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190635 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -26225894.000000 Penalty: 6032.507812
	Iteration 96Q: 3 clusters Score -2.622589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190651 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -26225884.000000 Penalty: 6032.507812
	Iteration 97Q: 3 clusters Score -2.622588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190658 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -26225876.000000 Penalty: 6032.507812
	Iteration 98Q: 3 clusters Score -2.622588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190661 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -26225872.000000 Penalty: 6032.507812
	Iteration 99Q: 3 clusters Score -2.622587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190666 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -26225876.000000 Penalty: 6032.507812
	Iteration 100F: 3 clusters Score -2.622588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190668 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -26225864.000000 Penalty: 6032.507812
	Iteration 101Q: 3 clusters Score -2.622586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190669 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -26225862.000000 Penalty: 6032.507812
	Iteration 102Q: 3 clusters Score -2.622586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190670 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -26225868.000000 Penalty: 6032.507812
	Iteration 103Q: 3 clusters Score -2.622587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190670 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -26225868.000000 Penalty: 6032.507812
	Iteration 104F: 3 clusters Score -2.622587e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (139430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139430 members 
Entering Unmasked Estep 
Score: -19155320.000000 Penalty: 2937.638916
	Iteration 0F: 2 clusters Score -1.915532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69529 members 
Mstep: Class 2 contains 69901 members 
Entering Unmasked Estep 
Score: -19061580.000000 Penalty: 5875.277832
	Iteration 0F: 3 clusters Score -1.906158e+07 nChanged 66722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 71603 members 
Entering Unmasked Estep 
Score: -19100984.000000 Penalty: 5875.277832
	Iteration 1F: 3 clusters Score -1.910098e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66461 members 
Mstep: Class 2 contains 72969 members 
Entering Unmasked Estep 
Score: -19102216.000000 Penalty: 5875.277832
	Iteration 2Q: 3 clusters Score -1.910222e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64298 members 
Mstep: Class 2 contains 75132 members 
Entering Unmasked Estep 
Score: -19103974.000000 Penalty: 5875.277832
	Iteration 3Q: 3 clusters Score -1.910397e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60978 members 
Mstep: Class 2 contains 78452 members 
Entering Unmasked Estep 
Score: -19106322.000000 Penalty: 5875.277832
	Iteration 4Q: 3 clusters Score -1.910632e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56150 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -19110588.000000 Penalty: 5875.277832
	Iteration 5F: 3 clusters Score -1.911059e+07 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49661 members 
Mstep: Class 2 contains 89769 members 
Entering Unmasked Estep 
Score: -19116726.000000 Penalty: 5875.277832
	Iteration 6F: 3 clusters Score -1.911673e+07 nChanged 9978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 97281 members 
Entering Unmasked Estep 
Score: -19124432.000000 Penalty: 5875.277832
	Iteration 7F: 3 clusters Score -1.912443e+07 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 104387 members 
Entering Unmasked Estep 
Score: -19132008.000000 Penalty: 5875.277832
	Iteration 8F: 3 clusters Score -1.913201e+07 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 109878 members 
Entering Unmasked Estep 
Score: -19138124.000000 Penalty: 5875.277832
	Iteration 9F: 3 clusters Score -1.913812e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 113656 members 
Entering Unmasked Estep 
Score: -19142078.000000 Penalty: 5875.277832
	Iteration 10Q: 3 clusters Score -1.914208e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 116501 members 
Entering Unmasked Estep 
Score: -19144710.000000 Penalty: 5875.277832
	Iteration 11Q: 3 clusters Score -1.914471e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 118815 members 
Entering Unmasked Estep 
Score: -19146454.000000 Penalty: 5875.277832
	Iteration 12Q: 3 clusters Score -1.914645e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 120710 members 
Entering Unmasked Estep 
Score: -19147512.000000 Penalty: 5875.277832
	Iteration 13Q: 3 clusters Score -1.914751e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 122380 members 
Entering Unmasked Estep 
Score: -19148372.000000 Penalty: 5875.277832
	Iteration 14Q: 3 clusters Score -1.914837e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 123814 members 
Entering Unmasked Estep 
Score: -19149022.000000 Penalty: 5875.277832
	Iteration 15Q: 3 clusters Score -1.914902e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 125035 members 
Entering Unmasked Estep 
Score: -19149538.000000 Penalty: 5875.277832
	Iteration 16Q: 3 clusters Score -1.914954e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 126147 members 
Entering Unmasked Estep 
Score: -19150022.000000 Penalty: 5875.277832
	Iteration 17Q: 3 clusters Score -1.915002e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 127204 members 
Entering Unmasked Estep 
Score: -19150396.000000 Penalty: 5875.277832
	Iteration 18Q: 3 clusters Score -1.91504e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 128142 members 
Entering Unmasked Estep 
Score: -19150792.000000 Penalty: 5875.277832
	Iteration 19Q: 3 clusters Score -1.915079e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 128942 members 
Entering Unmasked Estep 
Score: -19151106.000000 Penalty: 5875.277832
	Iteration 20F: 3 clusters Score -1.915111e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 129667 members 
Entering Unmasked Estep 
Score: -19151440.000000 Penalty: 5875.277832
	Iteration 21Q: 3 clusters Score -1.915144e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 130301 members 
Entering Unmasked Estep 
Score: -19151572.000000 Penalty: 5875.277832
	Iteration 22Q: 3 clusters Score -1.915157e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 130864 members 
Entering Unmasked Estep 
Score: -19151798.000000 Penalty: 5875.277832
	Iteration 23Q: 3 clusters Score -1.91518e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 131372 members 
Entering Unmasked Estep 
Score: -19151932.000000 Penalty: 5875.277832
	Iteration 24Q: 3 clusters Score -1.915193e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 131806 members 
Entering Unmasked Estep 
Score: -19152046.000000 Penalty: 5875.277832
	Iteration 25Q: 3 clusters Score -1.915205e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 132192 members 
Entering Unmasked Estep 
Score: -19152124.000000 Penalty: 5875.277832
	Iteration 26Q: 3 clusters Score -1.915212e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 132534 members 
Entering Unmasked Estep 
Score: -19152206.000000 Penalty: 5875.277832
	Iteration 27Q: 3 clusters Score -1.915221e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 132820 members 
Entering Unmasked Estep 
Score: -19152292.000000 Penalty: 5875.277832
	Iteration 28Q: 3 clusters Score -1.915229e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 133083 members 
Entering Unmasked Estep 
Score: -19152344.000000 Penalty: 5875.277832
	Iteration 29Q: 3 clusters Score -1.915234e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 133308 members 
Entering Unmasked Estep 
Score: -19152424.000000 Penalty: 5875.277832
	Iteration 30Q: 3 clusters Score -1.915242e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 133505 members 
Entering Unmasked Estep 
Score: -19152434.000000 Penalty: 5875.277832
	Iteration 31Q: 3 clusters Score -1.915243e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 133713 members 
Entering Unmasked Estep 
Score: -19152462.000000 Penalty: 5875.277832
	Iteration 32Q: 3 clusters Score -1.915246e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 133883 members 
Entering Unmasked Estep 
Score: -19152482.000000 Penalty: 5875.277832
	Iteration 33Q: 3 clusters Score -1.915248e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 134023 members 
Entering Unmasked Estep 
Score: -19152488.000000 Penalty: 5875.277832
	Iteration 34Q: 3 clusters Score -1.915249e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 134140 members 
Entering Unmasked Estep 
Score: -19152526.000000 Penalty: 5875.277832
	Iteration 35Q: 3 clusters Score -1.915253e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 134263 members 
Entering Unmasked Estep 
Score: -19152562.000000 Penalty: 5875.277832
	Iteration 36Q: 3 clusters Score -1.915256e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 134365 members 
Entering Unmasked Estep 
Score: -19152560.000000 Penalty: 5875.277832
	Iteration 37Q: 3 clusters Score -1.915256e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 134466 members 
Entering Unmasked Estep 
Score: -19152582.000000 Penalty: 5875.277832
	Iteration 38Q: 3 clusters Score -1.915258e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 134559 members 
Entering Unmasked Estep 
Score: -19152580.000000 Penalty: 5875.277832
	Iteration 39Q: 3 clusters Score -1.915258e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 134629 members 
Entering Unmasked Estep 
Score: -19152602.000000 Penalty: 5875.277832
	Iteration 40F: 3 clusters Score -1.91526e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 134694 members 
Entering Unmasked Estep 
Score: -19152634.000000 Penalty: 5875.277832
	Iteration 41Q: 3 clusters Score -1.915263e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 134759 members 
Entering Unmasked Estep 
Score: -19152624.000000 Penalty: 5875.277832
	Iteration 42Q: 3 clusters Score -1.915262e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 134828 members 
Entering Unmasked Estep 
Score: -19152640.000000 Penalty: 5875.277832
	Iteration 43Q: 3 clusters Score -1.915264e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 134893 members 
Entering Unmasked Estep 
Score: -19152692.000000 Penalty: 5875.277832
	Iteration 44Q: 3 clusters Score -1.915269e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 134961 members 
Entering Unmasked Estep 
Score: -19152714.000000 Penalty: 5875.277832
	Iteration 45Q: 3 clusters Score -1.915271e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 135028 members 
Entering Unmasked Estep 
Score: -19152720.000000 Penalty: 5875.277832
	Iteration 46Q: 3 clusters Score -1.915272e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 135082 members 
Entering Unmasked Estep 
Score: -19152714.000000 Penalty: 5875.277832
	Iteration 47Q: 3 clusters Score -1.915271e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 135129 members 
Entering Unmasked Estep 
Score: -19152738.000000 Penalty: 5875.277832
	Iteration 48Q: 3 clusters Score -1.915274e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 135173 members 
Entering Unmasked Estep 
Score: -19152736.000000 Penalty: 5875.277832
	Iteration 49Q: 3 clusters Score -1.915274e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 135221 members 
Entering Unmasked Estep 
Score: -19152766.000000 Penalty: 5875.277832
	Iteration 50Q: 3 clusters Score -1.915277e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 135274 members 
Entering Unmasked Estep 
Score: -19152772.000000 Penalty: 5875.277832
	Iteration 51Q: 3 clusters Score -1.915277e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 135326 members 
Entering Unmasked Estep 
Score: -19152774.000000 Penalty: 5875.277832
	Iteration 52Q: 3 clusters Score -1.915277e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 135380 members 
Entering Unmasked Estep 
Score: -19152822.000000 Penalty: 5875.277832
	Iteration 53Q: 3 clusters Score -1.915282e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 135428 members 
Entering Unmasked Estep 
Score: -19152808.000000 Penalty: 5875.277832
	Iteration 54Q: 3 clusters Score -1.915281e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 135475 members 
Entering Unmasked Estep 
Score: -19152798.000000 Penalty: 5875.277832
	Iteration 55Q: 3 clusters Score -1.91528e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 135522 members 
Entering Unmasked Estep 
Score: -19152796.000000 Penalty: 5875.277832
	Iteration 56Q: 3 clusters Score -1.91528e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 135568 members 
Entering Unmasked Estep 
Score: -19152838.000000 Penalty: 5875.277832
	Iteration 57Q: 3 clusters Score -1.915284e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 135593 members 
Entering Unmasked Estep 
Score: -19152818.000000 Penalty: 5875.277832
	Iteration 58Q: 3 clusters Score -1.915282e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 135617 members 
Entering Unmasked Estep 
Score: -19152822.000000 Penalty: 5875.277832
	Iteration 59Q: 3 clusters Score -1.915282e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 135641 members 
Entering Unmasked Estep 
Score: -19152844.000000 Penalty: 5875.277832
	Iteration 60F: 3 clusters Score -1.915284e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 135671 members 
Entering Unmasked Estep 
Score: -19152850.000000 Penalty: 5875.277832
	Iteration 61Q: 3 clusters Score -1.915285e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 135700 members 
Entering Unmasked Estep 
Score: -19152890.000000 Penalty: 5875.277832
	Iteration 62Q: 3 clusters Score -1.915289e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 135735 members 
Entering Unmasked Estep 
Score: -19152924.000000 Penalty: 5875.277832
	Iteration 63Q: 3 clusters Score -1.915292e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 135765 members 
Entering Unmasked Estep 
Score: -19152928.000000 Penalty: 5875.277832
	Iteration 64Q: 3 clusters Score -1.915293e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 135791 members 
Entering Unmasked Estep 
Score: -19152942.000000 Penalty: 5875.277832
	Iteration 65Q: 3 clusters Score -1.915294e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 135817 members 
Entering Unmasked Estep 
Score: -19152974.000000 Penalty: 5875.277832
	Iteration 66Q: 3 clusters Score -1.915297e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 135837 members 
Entering Unmasked Estep 
Score: -19152974.000000 Penalty: 5875.277832
	Iteration 67Q: 3 clusters Score -1.915297e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 135858 members 
Entering Unmasked Estep 
Score: -19152952.000000 Penalty: 5875.277832
	Iteration 68Q: 3 clusters Score -1.915295e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 135879 members 
Entering Unmasked Estep 
Score: -19152952.000000 Penalty: 5875.277832
	Iteration 69Q: 3 clusters Score -1.915295e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 135896 members 
Entering Unmasked Estep 
Score: -19152946.000000 Penalty: 5875.277832
	Iteration 70Q: 3 clusters Score -1.915295e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 135912 members 
Entering Unmasked Estep 
Score: -19152940.000000 Penalty: 5875.277832
	Iteration 71Q: 3 clusters Score -1.915294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 135924 members 
Entering Unmasked Estep 
Score: -19152948.000000 Penalty: 5875.277832
	Iteration 72Q: 3 clusters Score -1.915295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 135936 members 
Entering Unmasked Estep 
Score: -19152950.000000 Penalty: 5875.277832
	Iteration 73Q: 3 clusters Score -1.915295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 135944 members 
Entering Unmasked Estep 
Score: -19152950.000000 Penalty: 5875.277832
	Iteration 74Q: 3 clusters Score -1.915295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 135948 members 
Entering Unmasked Estep 
Score: -19152942.000000 Penalty: 5875.277832
	Iteration 75Q: 3 clusters Score -1.915294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 135955 members 
Entering Unmasked Estep 
Score: -19152960.000000 Penalty: 5875.277832
	Iteration 76Q: 3 clusters Score -1.915296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 135959 members 
Entering Unmasked Estep 
Score: -19152964.000000 Penalty: 5875.277832
	Iteration 77Q: 3 clusters Score -1.915296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 135961 members 
Entering Unmasked Estep 
Score: -19152958.000000 Penalty: 5875.277832
	Iteration 78Q: 3 clusters Score -1.915296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 135962 members 
Entering Unmasked Estep 
Score: -19152942.000000 Penalty: 5875.277832
	Iteration 79Q: 3 clusters Score -1.915294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 135964 members 
Entering Unmasked Estep 
Score: -19152952.000000 Penalty: 5875.277832
	Iteration 80F: 3 clusters Score -1.915295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 135967 members 
Entering Unmasked Estep 
Score: -19152944.000000 Penalty: 5875.277832
	Iteration 81Q: 3 clusters Score -1.915294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 135971 members 
Entering Unmasked Estep 
Score: -19152938.000000 Penalty: 5875.277832
	Iteration 82Q: 3 clusters Score -1.915294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 135973 members 
Entering Unmasked Estep 
Score: -19152948.000000 Penalty: 5875.277832
	Iteration 83Q: 3 clusters Score -1.915295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 135976 members 
Entering Unmasked Estep 
Score: -19152948.000000 Penalty: 5875.277832
	Iteration 84Q: 3 clusters Score -1.915295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 135978 members 
Entering Unmasked Estep 
Score: -19152940.000000 Penalty: 5875.277832
	Iteration 85Q: 3 clusters Score -1.915294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 135983 members 
Entering Unmasked Estep 
Score: -19152942.000000 Penalty: 5875.277832
	Iteration 86Q: 3 clusters Score -1.915294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 135989 members 
Entering Unmasked Estep 
Score: -19152952.000000 Penalty: 5875.277832
	Iteration 87Q: 3 clusters Score -1.915295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 136000 members 
Entering Unmasked Estep 
Score: -19152944.000000 Penalty: 5875.277832
	Iteration 88Q: 3 clusters Score -1.915294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 136010 members 
Entering Unmasked Estep 
Score: -19152954.000000 Penalty: 5875.277832
	Iteration 89Q: 3 clusters Score -1.915295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 136018 members 
Entering Unmasked Estep 
Score: -19152950.000000 Penalty: 5875.277832
	Iteration 90Q: 3 clusters Score -1.915295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 136029 members 
Entering Unmasked Estep 
Score: -19152964.000000 Penalty: 5875.277832
	Iteration 91Q: 3 clusters Score -1.915296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 136043 members 
Entering Unmasked Estep 
Score: -19152976.000000 Penalty: 5875.277832
	Iteration 92Q: 3 clusters Score -1.915298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 136055 members 
Entering Unmasked Estep 
Score: -19152970.000000 Penalty: 5875.277832
	Iteration 93Q: 3 clusters Score -1.915297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 136071 members 
Entering Unmasked Estep 
Score: -19152984.000000 Penalty: 5875.277832
	Iteration 94Q: 3 clusters Score -1.915298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 136087 members 
Entering Unmasked Estep 
Score: -19152976.000000 Penalty: 5875.277832
	Iteration 95Q: 3 clusters Score -1.915298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 136106 members 
Entering Unmasked Estep 
Score: -19152998.000000 Penalty: 5875.277832
	Iteration 96Q: 3 clusters Score -1.9153e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 136133 members 
Entering Unmasked Estep 
Score: -19152990.000000 Penalty: 5875.277832
	Iteration 97Q: 3 clusters Score -1.915299e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 136156 members 
Entering Unmasked Estep 
Score: -19153012.000000 Penalty: 5875.277832
	Iteration 98Q: 3 clusters Score -1.915301e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 136175 members 
Entering Unmasked Estep 
Score: -19152986.000000 Penalty: 5875.277832
	Iteration 99Q: 3 clusters Score -1.915299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 136192 members 
Entering Unmasked Estep 
Score: -19152982.000000 Penalty: 5875.277832
	Iteration 100F: 3 clusters Score -1.915298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 136211 members 
Entering Unmasked Estep 
Score: -19153000.000000 Penalty: 5875.277832
	Iteration 101Q: 3 clusters Score -1.9153e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 136229 members 
Entering Unmasked Estep 
Score: -19153004.000000 Penalty: 5875.277832
	Iteration 102Q: 3 clusters Score -1.9153e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 136243 members 
Entering Unmasked Estep 
Score: -19153034.000000 Penalty: 5875.277832
	Iteration 103Q: 3 clusters Score -1.915303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 136255 members 
Entering Unmasked Estep 
Score: -19153044.000000 Penalty: 5875.277832
	Iteration 104Q: 3 clusters Score -1.915304e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 136269 members 
Entering Unmasked Estep 
Score: -19153052.000000 Penalty: 5875.277832
	Iteration 105Q: 3 clusters Score -1.915305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 136279 members 
Entering Unmasked Estep 
Score: -19153060.000000 Penalty: 5875.277832
	Iteration 106Q: 3 clusters Score -1.915306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 136286 members 
Entering Unmasked Estep 
Score: -19153048.000000 Penalty: 5875.277832
	Iteration 107Q: 3 clusters Score -1.915305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 136292 members 
Entering Unmasked Estep 
Score: -19153072.000000 Penalty: 5875.277832
	Iteration 108Q: 3 clusters Score -1.915307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 136297 members 
Entering Unmasked Estep 
Score: -19153074.000000 Penalty: 5875.277832
	Iteration 109Q: 3 clusters Score -1.915307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 136300 members 
Entering Unmasked Estep 
Score: -19153072.000000 Penalty: 5875.277832
	Iteration 110Q: 3 clusters Score -1.915307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 136303 members 
Entering Unmasked Estep 
Score: -19153066.000000 Penalty: 5875.277832
	Iteration 111Q: 3 clusters Score -1.915307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 136305 members 
Entering Unmasked Estep 
Score: -19153074.000000 Penalty: 5875.277832
	Iteration 112Q: 3 clusters Score -1.915307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 136307 members 
Entering Unmasked Estep 
Score: -19153076.000000 Penalty: 5875.277832
	Iteration 113Q: 3 clusters Score -1.915308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 136311 members 
Entering Unmasked Estep 
Score: -19153080.000000 Penalty: 5875.277832
	Iteration 114Q: 3 clusters Score -1.915308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 136313 members 
Entering Unmasked Estep 
Score: -19153084.000000 Penalty: 5875.277832
	Iteration 115Q: 3 clusters Score -1.915308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 136315 members 
Entering Unmasked Estep 
Score: -19153074.000000 Penalty: 5875.277832
	Iteration 116Q: 3 clusters Score -1.915307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 136317 members 
Entering Unmasked Estep 
Score: -19153078.000000 Penalty: 5875.277832
	Iteration 117Q: 3 clusters Score -1.915308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 136318 members 
Entering Unmasked Estep 
Score: -19153084.000000 Penalty: 5875.277832
	Iteration 118Q: 3 clusters Score -1.915308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 136319 members 
Entering Unmasked Estep 
Score: -19153080.000000 Penalty: 5875.277832
	Iteration 119Q: 3 clusters Score -1.915308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 136321 members 
Entering Unmasked Estep 
Score: -19153080.000000 Penalty: 5875.277832
	Iteration 120F: 3 clusters Score -1.915308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 136322 members 
Entering Unmasked Estep 
Score: -19153078.000000 Penalty: 5875.277832
	Iteration 121Q: 3 clusters Score -1.915308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 136322 members 
Entering Unmasked Estep 
Score: -19153078.000000 Penalty: 5875.277832
	Iteration 122F: 3 clusters Score -1.915308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Entering Unmasked Estep 
Score: -2001128.375000 Penalty: 2371.476318
	Iteration 0F: 2 clusters Score -2001128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1990790.625000 Penalty: 4742.952637
	Iteration 0F: 3 clusters Score -1990791 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1994067.000000 Penalty: 4742.952637
	Iteration 1F: 3 clusters Score -1994067 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1994487.375000 Penalty: 4742.952637
	Iteration 2F: 3 clusters Score -1994487 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1994840.875000 Penalty: 4742.952637
	Iteration 3F: 3 clusters Score -1994841 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1995121.875000 Penalty: 4742.952637
	Iteration 4Q: 3 clusters Score -1995122 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1995376.250000 Penalty: 4742.952637
	Iteration 5Q: 3 clusters Score -1995376 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1995650.500000 Penalty: 4742.952637
	Iteration 6Q: 3 clusters Score -1995650 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1995968.125000 Penalty: 4742.952637
	Iteration 7Q: 3 clusters Score -1995968 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1996350.875000 Penalty: 4742.952637
	Iteration 8Q: 3 clusters Score -1996351 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1996813.375000 Penalty: 4742.952637
	Iteration 9Q: 3 clusters Score -1996813 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1997340.375000 Penalty: 4742.952637
	Iteration 10Q: 3 clusters Score -1997340 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1997739.875000 Penalty: 4742.952637
	Iteration 11Q: 3 clusters Score -1997740 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1997987.875000 Penalty: 4742.952637
	Iteration 12Q: 3 clusters Score -1997988 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1998127.625000 Penalty: 4742.952637
	Iteration 13Q: 3 clusters Score -1998128 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1998202.875000 Penalty: 4742.952637
	Iteration 14Q: 3 clusters Score -1998203 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1998258.000000 Penalty: 4742.952637
	Iteration 15Q: 3 clusters Score -1998258 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1998300.375000 Penalty: 4742.952637
	Iteration 16Q: 3 clusters Score -1998300 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1998338.500000 Penalty: 4742.952637
	Iteration 17Q: 3 clusters Score -1998338 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1998363.000000 Penalty: 4742.952637
	Iteration 18Q: 3 clusters Score -1998363 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1998386.250000 Penalty: 4742.952637
	Iteration 19Q: 3 clusters Score -1998386 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1998398.500000 Penalty: 4742.952637
	Iteration 20F: 3 clusters Score -1998398 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1998417.000000 Penalty: 4742.952637
	Iteration 21Q: 3 clusters Score -1998417 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1998427.250000 Penalty: 4742.952637
	Iteration 22Q: 3 clusters Score -1998427 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1998437.875000 Penalty: 4742.952637
	Iteration 23Q: 3 clusters Score -1998438 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1998446.125000 Penalty: 4742.952637
	Iteration 24Q: 3 clusters Score -1998446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1998455.625000 Penalty: 4742.952637
	Iteration 25Q: 3 clusters Score -1998456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1998459.500000 Penalty: 4742.952637
	Iteration 26Q: 3 clusters Score -1998460 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1998465.000000 Penalty: 4742.952637
	Iteration 27Q: 3 clusters Score -1998465 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1998473.625000 Penalty: 4742.952637
	Iteration 28Q: 3 clusters Score -1998474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1998483.875000 Penalty: 4742.952637
	Iteration 29Q: 3 clusters Score -1998484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1998495.000000 Penalty: 4742.952637
	Iteration 30Q: 3 clusters Score -1998495 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1998500.750000 Penalty: 4742.952637
	Iteration 31Q: 3 clusters Score -1998501 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1998504.875000 Penalty: 4742.952637
	Iteration 32Q: 3 clusters Score -1998505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1998505.500000 Penalty: 4742.952637
	Iteration 33Q: 3 clusters Score -1998506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1998516.625000 Penalty: 4742.952637
	Iteration 34Q: 3 clusters Score -1998517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1998514.625000 Penalty: 4742.952637
	Iteration 35Q: 3 clusters Score -1998515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1998516.625000 Penalty: 4742.952637
	Iteration 36Q: 3 clusters Score -1998517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1998523.875000 Penalty: 4742.952637
	Iteration 37Q: 3 clusters Score -1998524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1998524.000000 Penalty: 4742.952637
	Iteration 38Q: 3 clusters Score -1998524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1998526.250000 Penalty: 4742.952637
	Iteration 39Q: 3 clusters Score -1998526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1998528.500000 Penalty: 4742.952637
	Iteration 40F: 3 clusters Score -1998528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1998533.250000 Penalty: 4742.952637
	Iteration 41Q: 3 clusters Score -1998533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1998539.125000 Penalty: 4742.952637
	Iteration 42Q: 3 clusters Score -1998539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1998539.750000 Penalty: 4742.952637
	Iteration 43Q: 3 clusters Score -1998540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1998544.625000 Penalty: 4742.952637
	Iteration 44Q: 3 clusters Score -1998545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1998552.250000 Penalty: 4742.952637
	Iteration 45Q: 3 clusters Score -1998552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1998557.000000 Penalty: 4742.952637
	Iteration 46Q: 3 clusters Score -1998557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1998559.125000 Penalty: 4742.952637
	Iteration 47Q: 3 clusters Score -1998559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1998556.000000 Penalty: 4742.952637
	Iteration 48Q: 3 clusters Score -1998556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1998565.500000 Penalty: 4742.952637
	Iteration 49Q: 3 clusters Score -1998566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1998571.125000 Penalty: 4742.952637
	Iteration 50Q: 3 clusters Score -1998571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1998578.000000 Penalty: 4742.952637
	Iteration 51Q: 3 clusters Score -1998578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1998580.750000 Penalty: 4742.952637
	Iteration 52Q: 3 clusters Score -1998581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1998579.500000 Penalty: 4742.952637
	Iteration 53Q: 3 clusters Score -1998580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1998585.125000 Penalty: 4742.952637
	Iteration 54Q: 3 clusters Score -1998585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1998589.000000 Penalty: 4742.952637
	Iteration 55Q: 3 clusters Score -1998589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1998592.250000 Penalty: 4742.952637
	Iteration 56Q: 3 clusters Score -1998592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1998596.500000 Penalty: 4742.952637
	Iteration 57Q: 3 clusters Score -1998596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1998595.375000 Penalty: 4742.952637
	Iteration 58Q: 3 clusters Score -1998595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1998597.375000 Penalty: 4742.952637
	Iteration 59Q: 3 clusters Score -1998597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1998604.250000 Penalty: 4742.952637
	Iteration 60F: 3 clusters Score -1998604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1998603.750000 Penalty: 4742.952637
	Iteration 61Q: 3 clusters Score -1998604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1998606.250000 Penalty: 4742.952637
	Iteration 62Q: 3 clusters Score -1998606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1998613.000000 Penalty: 4742.952637
	Iteration 63Q: 3 clusters Score -1998613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1998616.500000 Penalty: 4742.952637
	Iteration 64Q: 3 clusters Score -1998616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1998618.750000 Penalty: 4742.952637
	Iteration 65Q: 3 clusters Score -1998619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1998620.875000 Penalty: 4742.952637
	Iteration 66Q: 3 clusters Score -1998621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1998630.250000 Penalty: 4742.952637
	Iteration 67Q: 3 clusters Score -1998630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1998637.750000 Penalty: 4742.952637
	Iteration 68Q: 3 clusters Score -1998638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1998637.375000 Penalty: 4742.952637
	Iteration 69Q: 3 clusters Score -1998637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1998644.375000 Penalty: 4742.952637
	Iteration 70Q: 3 clusters Score -1998644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1998650.625000 Penalty: 4742.952637
	Iteration 71Q: 3 clusters Score -1998651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1998650.750000 Penalty: 4742.952637
	Iteration 72Q: 3 clusters Score -1998651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1998658.375000 Penalty: 4742.952637
	Iteration 73Q: 3 clusters Score -1998658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1998666.125000 Penalty: 4742.952637
	Iteration 74Q: 3 clusters Score -1998666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1998666.125000 Penalty: 4742.952637
	Iteration 75Q: 3 clusters Score -1998666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1998669.875000 Penalty: 4742.952637
	Iteration 76Q: 3 clusters Score -1998670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1998676.750000 Penalty: 4742.952637
	Iteration 77Q: 3 clusters Score -1998677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1998681.250000 Penalty: 4742.952637
	Iteration 78Q: 3 clusters Score -1998681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1998685.000000 Penalty: 4742.952637
	Iteration 79Q: 3 clusters Score -1998685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1998685.875000 Penalty: 4742.952637
	Iteration 80F: 3 clusters Score -1998686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1998691.625000 Penalty: 4742.952637
	Iteration 81Q: 3 clusters Score -1998692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1998688.500000 Penalty: 4742.952637
	Iteration 82Q: 3 clusters Score -1998688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1998694.250000 Penalty: 4742.952637
	Iteration 83Q: 3 clusters Score -1998694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1998697.750000 Penalty: 4742.952637
	Iteration 84Q: 3 clusters Score -1998698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1998706.375000 Penalty: 4742.952637
	Iteration 85Q: 3 clusters Score -1998706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1998711.500000 Penalty: 4742.952637
	Iteration 86Q: 3 clusters Score -1998712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1998719.750000 Penalty: 4742.952637
	Iteration 87Q: 3 clusters Score -1998720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1998729.500000 Penalty: 4742.952637
	Iteration 88Q: 3 clusters Score -1998730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1998736.875000 Penalty: 4742.952637
	Iteration 89Q: 3 clusters Score -1998737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1998740.000000 Penalty: 4742.952637
	Iteration 90Q: 3 clusters Score -1998740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1998744.125000 Penalty: 4742.952637
	Iteration 91Q: 3 clusters Score -1998744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1998750.250000 Penalty: 4742.952637
	Iteration 92Q: 3 clusters Score -1998750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1998759.500000 Penalty: 4742.952637
	Iteration 93Q: 3 clusters Score -1998760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1998770.000000 Penalty: 4742.952637
	Iteration 94Q: 3 clusters Score -1998770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1998775.625000 Penalty: 4742.952637
	Iteration 95Q: 3 clusters Score -1998776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1998787.875000 Penalty: 4742.952637
	Iteration 96Q: 3 clusters Score -1998788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1998791.500000 Penalty: 4742.952637
	Iteration 97Q: 3 clusters Score -1998792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1998799.625000 Penalty: 4742.952637
	Iteration 98Q: 3 clusters Score -1998800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1998808.250000 Penalty: 4742.952637
	Iteration 99Q: 3 clusters Score -1998808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1998816.750000 Penalty: 4742.952637
	Iteration 100F: 3 clusters Score -1998817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1998820.500000 Penalty: 4742.952637
	Iteration 101Q: 3 clusters Score -1998820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1998827.500000 Penalty: 4742.952637
	Iteration 102Q: 3 clusters Score -1998828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1998839.750000 Penalty: 4742.952637
	Iteration 103Q: 3 clusters Score -1998840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1998845.625000 Penalty: 4742.952637
	Iteration 104Q: 3 clusters Score -1998846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1998853.875000 Penalty: 4742.952637
	Iteration 105Q: 3 clusters Score -1998854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1998854.000000 Penalty: 4742.952637
	Iteration 106Q: 3 clusters Score -1998854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1998855.125000 Penalty: 4742.952637
	Iteration 107Q: 3 clusters Score -1998855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1998861.750000 Penalty: 4742.952637
	Iteration 108Q: 3 clusters Score -1998862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1998864.250000 Penalty: 4742.952637
	Iteration 109Q: 3 clusters Score -1998864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1998868.000000 Penalty: 4742.952637
	Iteration 110Q: 3 clusters Score -1998868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1998871.250000 Penalty: 4742.952637
	Iteration 111Q: 3 clusters Score -1998871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1998878.500000 Penalty: 4742.952637
	Iteration 112Q: 3 clusters Score -1998878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1998879.375000 Penalty: 4742.952637
	Iteration 113Q: 3 clusters Score -1998879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1998890.000000 Penalty: 4742.952637
	Iteration 114Q: 3 clusters Score -1998890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1998896.250000 Penalty: 4742.952637
	Iteration 115Q: 3 clusters Score -1998896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1998901.375000 Penalty: 4742.952637
	Iteration 116Q: 3 clusters Score -1998901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1998908.375000 Penalty: 4742.952637
	Iteration 117Q: 3 clusters Score -1998908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1998907.875000 Penalty: 4742.952637
	Iteration 118Q: 3 clusters Score -1998908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1998907.125000 Penalty: 4742.952637
	Iteration 119Q: 3 clusters Score -1998907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1998910.125000 Penalty: 4742.952637
	Iteration 120F: 3 clusters Score -1998910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1998912.625000 Penalty: 4742.952637
	Iteration 121Q: 3 clusters Score -1998913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1998915.000000 Penalty: 4742.952637
	Iteration 122Q: 3 clusters Score -1998915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1998923.250000 Penalty: 4742.952637
	Iteration 123Q: 3 clusters Score -1998923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1998928.125000 Penalty: 4742.952637
	Iteration 124Q: 3 clusters Score -1998928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1998933.125000 Penalty: 4742.952637
	Iteration 125Q: 3 clusters Score -1998933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1998932.250000 Penalty: 4742.952637
	Iteration 126Q: 3 clusters Score -1998932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1998941.000000 Penalty: 4742.952637
	Iteration 127Q: 3 clusters Score -1998941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1998939.250000 Penalty: 4742.952637
	Iteration 128Q: 3 clusters Score -1998939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1998939.500000 Penalty: 4742.952637
	Iteration 129Q: 3 clusters Score -1998940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1998942.500000 Penalty: 4742.952637
	Iteration 130Q: 3 clusters Score -1998942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1998945.375000 Penalty: 4742.952637
	Iteration 131Q: 3 clusters Score -1998945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1998944.375000 Penalty: 4742.952637
	Iteration 132Q: 3 clusters Score -1998944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1998944.875000 Penalty: 4742.952637
	Iteration 133Q: 3 clusters Score -1998945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1998946.250000 Penalty: 4742.952637
	Iteration 134Q: 3 clusters Score -1998946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1998949.375000 Penalty: 4742.952637
	Iteration 135Q: 3 clusters Score -1998949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1998949.625000 Penalty: 4742.952637
	Iteration 136Q: 3 clusters Score -1998950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1998953.125000 Penalty: 4742.952637
	Iteration 137Q: 3 clusters Score -1998953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1998947.625000 Penalty: 4742.952637
	Iteration 138Q: 3 clusters Score -1998948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1998947.625000 Penalty: 4742.952637
	Iteration 139Q: 3 clusters Score -1998948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1998948.125000 Penalty: 4742.952637
	Iteration 140F: 3 clusters Score -1998948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1998951.625000 Penalty: 4742.952637
	Iteration 141Q: 3 clusters Score -1998952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1998954.375000 Penalty: 4742.952637
	Iteration 142Q: 3 clusters Score -1998954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1998954.375000 Penalty: 4742.952637
	Iteration 143F: 3 clusters Score -1998954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Entering Unmasked Estep 
Score: -4633157.500000 Penalty: 2582.069336
	Iteration 0F: 2 clusters Score -4633158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -4610389.000000 Penalty: 5164.138672
	Iteration 0F: 3 clusters Score -4610389 nChanged 15092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -4618880.500000 Penalty: 5164.138672
	Iteration 1F: 3 clusters Score -4618880 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -4619598.500000 Penalty: 5164.138672
	Iteration 2F: 3 clusters Score -4619598 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -4620435.500000 Penalty: 5164.138672
	Iteration 3F: 3 clusters Score -4620436 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -4621559.000000 Penalty: 5164.138672
	Iteration 4F: 3 clusters Score -4621559 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -4623172.500000 Penalty: 5164.138672
	Iteration 5F: 3 clusters Score -4623172 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -4625221.500000 Penalty: 5164.138672
	Iteration 6F: 3 clusters Score -4625222 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -4627428.500000 Penalty: 5164.138672
	Iteration 7F: 3 clusters Score -4627428 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -4629005.000000 Penalty: 5164.138672
	Iteration 8F: 3 clusters Score -4629005 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -4629649.000000 Penalty: 5164.138672
	Iteration 9Q: 3 clusters Score -4629649 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -4629936.500000 Penalty: 5164.138672
	Iteration 10Q: 3 clusters Score -4629936 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -4630123.000000 Penalty: 5164.138672
	Iteration 11Q: 3 clusters Score -4630123 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -4630248.500000 Penalty: 5164.138672
	Iteration 12Q: 3 clusters Score -4630248 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -4630344.500000 Penalty: 5164.138672
	Iteration 13Q: 3 clusters Score -4630344 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -4630446.000000 Penalty: 5164.138672
	Iteration 14Q: 3 clusters Score -4630446 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -4630522.500000 Penalty: 5164.138672
	Iteration 15Q: 3 clusters Score -4630522 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -4630556.000000 Penalty: 5164.138672
	Iteration 16Q: 3 clusters Score -4630556 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -4630594.000000 Penalty: 5164.138672
	Iteration 17Q: 3 clusters Score -4630594 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -4630647.500000 Penalty: 5164.138672
	Iteration 18Q: 3 clusters Score -4630648 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -4630710.000000 Penalty: 5164.138672
	Iteration 19Q: 3 clusters Score -4630710 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -4630742.000000 Penalty: 5164.138672
	Iteration 20F: 3 clusters Score -4630742 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -4630789.500000 Penalty: 5164.138672
	Iteration 21Q: 3 clusters Score -4630790 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -4630849.000000 Penalty: 5164.138672
	Iteration 22Q: 3 clusters Score -4630849 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -4630893.500000 Penalty: 5164.138672
	Iteration 23Q: 3 clusters Score -4630894 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -4630913.500000 Penalty: 5164.138672
	Iteration 24Q: 3 clusters Score -4630914 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -4630930.500000 Penalty: 5164.138672
	Iteration 25Q: 3 clusters Score -4630930 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -4630955.000000 Penalty: 5164.138672
	Iteration 26Q: 3 clusters Score -4630955 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -4630970.500000 Penalty: 5164.138672
	Iteration 27Q: 3 clusters Score -4630970 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -4630987.000000 Penalty: 5164.138672
	Iteration 28Q: 3 clusters Score -4630987 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -4630995.000000 Penalty: 5164.138672
	Iteration 29Q: 3 clusters Score -4630995 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -4630990.500000 Penalty: 5164.138672
	Iteration 30Q: 3 clusters Score -4630990 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -4631004.000000 Penalty: 5164.138672
	Iteration 31Q: 3 clusters Score -4631004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -4631017.500000 Penalty: 5164.138672
	Iteration 32Q: 3 clusters Score -4631018 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -4631033.500000 Penalty: 5164.138672
	Iteration 33Q: 3 clusters Score -4631034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -4631039.000000 Penalty: 5164.138672
	Iteration 34Q: 3 clusters Score -4631039 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -4631055.000000 Penalty: 5164.138672
	Iteration 35Q: 3 clusters Score -4631055 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -4631065.500000 Penalty: 5164.138672
	Iteration 36Q: 3 clusters Score -4631066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -4631068.000000 Penalty: 5164.138672
	Iteration 37Q: 3 clusters Score -4631068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -4631077.500000 Penalty: 5164.138672
	Iteration 38Q: 3 clusters Score -4631078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -4631081.500000 Penalty: 5164.138672
	Iteration 39Q: 3 clusters Score -4631082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -4631085.500000 Penalty: 5164.138672
	Iteration 40F: 3 clusters Score -4631086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -4631083.500000 Penalty: 5164.138672
	Iteration 41Q: 3 clusters Score -4631084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -4631094.500000 Penalty: 5164.138672
	Iteration 42Q: 3 clusters Score -4631094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -4631106.000000 Penalty: 5164.138672
	Iteration 43Q: 3 clusters Score -4631106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -4631099.000000 Penalty: 5164.138672
	Iteration 44Q: 3 clusters Score -4631099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -4631118.000000 Penalty: 5164.138672
	Iteration 45Q: 3 clusters Score -4631118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -4631121.500000 Penalty: 5164.138672
	Iteration 46Q: 3 clusters Score -4631122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -4631143.000000 Penalty: 5164.138672
	Iteration 47Q: 3 clusters Score -4631143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -4631148.000000 Penalty: 5164.138672
	Iteration 48Q: 3 clusters Score -4631148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -4631154.500000 Penalty: 5164.138672
	Iteration 49Q: 3 clusters Score -4631154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -4631167.000000 Penalty: 5164.138672
	Iteration 50Q: 3 clusters Score -4631167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -4631159.000000 Penalty: 5164.138672
	Iteration 51Q: 3 clusters Score -4631159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -4631169.500000 Penalty: 5164.138672
	Iteration 52Q: 3 clusters Score -4631170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -4631178.500000 Penalty: 5164.138672
	Iteration 53Q: 3 clusters Score -4631178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -4631180.000000 Penalty: 5164.138672
	Iteration 54Q: 3 clusters Score -4631180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -4631185.000000 Penalty: 5164.138672
	Iteration 55Q: 3 clusters Score -4631185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -4631192.500000 Penalty: 5164.138672
	Iteration 56Q: 3 clusters Score -4631192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -4631193.000000 Penalty: 5164.138672
	Iteration 57Q: 3 clusters Score -4631193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -4631192.500000 Penalty: 5164.138672
	Iteration 58Q: 3 clusters Score -4631192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -4631194.000000 Penalty: 5164.138672
	Iteration 59Q: 3 clusters Score -4631194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -4631193.000000 Penalty: 5164.138672
	Iteration 60F: 3 clusters Score -4631193 nChanged 0
--- Evaluating fit on full set of 2574669 points ---
Entering Unmasked Estep 
Score: -344566240.000000 Penalty: 58572.566406
21->17 Clusters: Score -344566240.000000, best is -344543136.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 858223 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 40738 members 
Mstep: Class 3 contains 40795 members 
Mstep: Class 4 contains 40900 members 
Mstep: Class 5 contains 41025 members 
Mstep: Class 6 contains 40751 members 
Mstep: Class 7 contains 40743 members 
Mstep: Class 8 contains 41206 members 
Mstep: Class 9 contains 40954 members 
Mstep: Class 10 contains 40389 members 
Mstep: Class 11 contains 41180 members 
Mstep: Class 12 contains 41098 members 
Mstep: Class 13 contains 41019 members 
Mstep: Class 14 contains 40585 members 
Mstep: Class 15 contains 40815 members 
Mstep: Class 16 contains 40655 members 
Mstep: Class 17 contains 40782 members 
Mstep: Class 18 contains 40902 members 
Mstep: Class 19 contains 40548 members 
Mstep: Class 20 contains 40931 members 
Mstep: Class 21 contains 41072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 844.730042 but Gain 3388.328125
Score: -112856432.000000 Penalty: 67766.593750
Iteration 0F: 21 clusters Score -1.128564e+08 nChanged 811086
Entering Unmasked Mstep 
Mstep: Class 0 contains 930 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 49958 members 
Mstep: Class 3 contains 19004 members 
Mstep: Class 4 contains 26356 members 
Mstep: Class 5 contains 20654 members 
Mstep: Class 6 contains 25443 members 
Mstep: Class 7 contains 21935 members 
Mstep: Class 8 contains 36245 members 
Mstep: Class 9 contains 20696 members 
Mstep: Class 10 contains 60095 members 
Mstep: Class 11 contains 69989 members 
Mstep: Class 12 contains 121084 members 
Mstep: Class 13 contains 45317 members 
Mstep: Class 14 contains 25548 members 
Mstep: Class 16 contains 27033 members 
Mstep: Class 17 contains 59531 members 
Mstep: Class 18 contains 43346 members 
Mstep: Class 19 contains 122510 members 
Mstep: Class 20 contains 17135 members 
Mstep: Class 21 contains 23796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114996632.000000 Penalty: 67766.593750
Iteration 1F: 21 clusters Score -1.149966e+08 nChanged 249855
Entering Unmasked Mstep 
Mstep: Class 0 contains 387 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 58370 members 
Mstep: Class 3 contains 13033 members 
Mstep: Class 4 contains 25474 members 
Mstep: Class 5 contains 14332 members 
Mstep: Class 6 contains 18125 members 
Mstep: Class 7 contains 14099 members 
Mstep: Class 8 contains 30027 members 
Mstep: Class 9 contains 20905 members 
Mstep: Class 10 contains 68175 members 
Mstep: Class 11 contains 71004 members 
Mstep: Class 12 contains 172535 members 
Mstep: Class 13 contains 25434 members 
Mstep: Class 14 contains 11005 members 
Mstep: Class 16 contains 28977 members 
Mstep: Class 17 contains 63841 members 
Mstep: Class 18 contains 37630 members 
Mstep: Class 19 contains 133620 members 
Mstep: Class 20 contains 10466 members 
Mstep: Class 21 contains 22419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115343560.000000 Penalty: 67766.593750
Iteration 2F: 21 clusters Score -1.153436e+08 nChanged 184420
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 56836 members 
Mstep: Class 3 contains 9770 members 
Mstep: Class 4 contains 30140 members 
Mstep: Class 5 contains 9213 members 
Mstep: Class 6 contains 13203 members 
Mstep: Class 7 contains 9096 members 
Mstep: Class 8 contains 30436 members 
Mstep: Class 9 contains 22979 members 
Mstep: Class 10 contains 66616 members 
Mstep: Class 11 contains 67472 members 
Mstep: Class 12 contains 224298 members 
Mstep: Class 13 contains 15052 members 
Mstep: Class 14 contains 3462 members 
Mstep: Class 16 contains 26441 members 
Mstep: Class 17 contains 60674 members 
Mstep: Class 18 contains 28764 members 
Mstep: Class 19 contains 146674 members 
Mstep: Class 20 contains 3789 members 
Mstep: Class 21 contains 19462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115520776.000000 Penalty: 67766.593750
Iteration 3F: 21 clusters Score -1.155208e+08 nChanged 150335
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 50332 members 
Mstep: Class 3 contains 7325 members 
Mstep: Class 4 contains 31495 members 
Mstep: Class 5 contains 5703 members 
Mstep: Class 6 contains 9787 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 30446 members 
Mstep: Class 9 contains 25742 members 
Mstep: Class 10 contains 59434 members 
Mstep: Class 11 contains 60397 members 
Mstep: Class 12 contains 276301 members 
Mstep: Class 13 contains 8749 members 
Mstep: Class 14 contains 1944 members 
Mstep: Class 16 contains 21712 members 
Mstep: Class 17 contains 52351 members 
Mstep: Class 18 contains 19415 members 
Mstep: Class 19 contains 164260 members 
Mstep: Class 20 contains 1265 members 
Mstep: Class 21 contains 16276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115634536.000000 Penalty: 67766.593750
Iteration 4F: 21 clusters Score -1.156345e+08 nChanged 134642
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 43760 members 
Mstep: Class 3 contains 5215 members 
Mstep: Class 4 contains 30094 members 
Mstep: Class 5 contains 3539 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 4231 members 
Mstep: Class 8 contains 29267 members 
Mstep: Class 9 contains 28275 members 
Mstep: Class 10 contains 51495 members 
Mstep: Class 11 contains 49331 members 
Mstep: Class 12 contains 315943 members 
Mstep: Class 13 contains 4624 members 
Mstep: Class 14 contains 1987 members 
Mstep: Class 16 contains 16629 members 
Mstep: Class 17 contains 43803 members 
Mstep: Class 18 contains 12482 members 
Mstep: Class 19 contains 190600 members 
Mstep: Class 20 contains 922 members 
Mstep: Class 21 contains 13368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2094.826904 but Gain 3388.332031
Score: -115728312.000000 Penalty: 64378.261719
Iteration 5F: 20 clusters Score -1.157283e+08 nChanged 130267
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 37148 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 27959 members 
Mstep: Class 6 contains 4565 members 
Mstep: Class 7 contains 2780 members 
Mstep: Class 8 contains 27621 members 
Mstep: Class 9 contains 30032 members 
Mstep: Class 10 contains 42763 members 
Mstep: Class 11 contains 35948 members 
Mstep: Class 12 contains 343812 members 
Mstep: Class 13 contains 2424 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 16 contains 12735 members 
Mstep: Class 17 contains 36605 members 
Mstep: Class 18 contains 8314 members 
Mstep: Class 19 contains 224917 members 
Mstep: Class 20 contains 1029 members 
Mstep: Class 21 contains 10970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1991.543823 but Gain 3388.328125
Score: -115750336.000000 Penalty: 60989.933594
Iteration 6F: 19 clusters Score -1.157503e+08 nChanged 110427
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 32851 members 
Mstep: Class 3 contains 2448 members 
Mstep: Class 4 contains 26476 members 
Mstep: Class 6 contains 2863 members 
Mstep: Class 8 contains 26220 members 
Mstep: Class 9 contains 31499 members 
Mstep: Class 10 contains 38132 members 
Mstep: Class 11 contains 25015 members 
Mstep: Class 12 contains 336062 members 
Mstep: Class 13 contains 1303 members 
Mstep: Class 14 contains 1716 members 
Mstep: Class 16 contains 11469 members 
Mstep: Class 17 contains 33358 members 
Mstep: Class 18 contains 6578 members 
Mstep: Class 19 contains 269229 members 
Mstep: Class 20 contains 1137 members 
Mstep: Class 21 contains 9721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1525.633057 but Gain 3388.328125
Score: -115808888.000000 Penalty: 57601.605469
Iteration 7F: 18 clusters Score -1.158089e+08 nChanged 86500
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 30924 members 
Mstep: Class 3 contains 1881 members 
Mstep: Class 4 contains 25288 members 
Mstep: Class 6 contains 1778 members 
Mstep: Class 8 contains 25039 members 
Mstep: Class 9 contains 32566 members 
Mstep: Class 10 contains 36723 members 
Mstep: Class 11 contains 16210 members 
Mstep: Class 12 contains 317700 members 
Mstep: Class 13 contains 741 members 
Mstep: Class 14 contains 1646 members 
Mstep: Class 16 contains 11276 members 
Mstep: Class 17 contains 32186 members 
Mstep: Class 18 contains 5983 members 
Mstep: Class 19 contains 307940 members 
Mstep: Class 20 contains 1218 members 
Mstep: Class 21 contains 9117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1770.178955 but Gain 3388.332031
Score: -115852560.000000 Penalty: 54213.273438
Iteration 8F: 17 clusters Score -1.158526e+08 nChanged 71468
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 30887 members 
Mstep: Class 3 contains 1639 members 
Mstep: Class 4 contains 24862 members 
Mstep: Class 8 contains 25045 members 
Mstep: Class 9 contains 33164 members 
Mstep: Class 10 contains 36390 members 
Mstep: Class 11 contains 10553 members 
Mstep: Class 12 contains 299732 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 1553 members 
Mstep: Class 16 contains 11549 members 
Mstep: Class 17 contains 32233 members 
Mstep: Class 18 contains 5734 members 
Mstep: Class 19 contains 334238 members 
Mstep: Class 20 contains 1290 members 
Mstep: Class 21 contains 8794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2329.908691 but Gain 3388.328125
Score: -115849696.000000 Penalty: 50824.945312
Iteration 9F: 16 clusters Score -1.158497e+08 nChanged 56785
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 33150 members 
Mstep: Class 4 contains 24908 members 
Mstep: Class 8 contains 26282 members 
Mstep: Class 9 contains 33931 members 
Mstep: Class 10 contains 37331 members 
Mstep: Class 11 contains 8121 members 
Mstep: Class 12 contains 288135 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 1423 members 
Mstep: Class 16 contains 12418 members 
Mstep: Class 17 contains 33555 members 
Mstep: Class 18 contains 5852 members 
Mstep: Class 19 contains 342513 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 8692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115847040.000000 Penalty: 50824.945312
Iteration 10F: 16 clusters Score -1.15847e+08 nChanged 43934
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 36710 members 
Mstep: Class 4 contains 24812 members 
Mstep: Class 8 contains 28075 members 
Mstep: Class 9 contains 35075 members 
Mstep: Class 10 contains 39306 members 
Mstep: Class 11 contains 7083 members 
Mstep: Class 12 contains 275895 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 1273 members 
Mstep: Class 16 contains 13965 members 
Mstep: Class 17 contains 36058 members 
Mstep: Class 18 contains 6276 members 
Mstep: Class 19 contains 342874 members 
Mstep: Class 20 contains 1482 members 
Mstep: Class 21 contains 8809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115858368.000000 Penalty: 50824.945312
Iteration 11F: 16 clusters Score -1.158584e+08 nChanged 38256
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 40871 members 
Mstep: Class 4 contains 24440 members 
Mstep: Class 8 contains 29932 members 
Mstep: Class 9 contains 36087 members 
Mstep: Class 10 contains 41924 members 
Mstep: Class 11 contains 6634 members 
Mstep: Class 12 contains 264306 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 1117 members 
Mstep: Class 16 contains 15817 members 
Mstep: Class 17 contains 39028 members 
Mstep: Class 18 contains 6927 members 
Mstep: Class 19 contains 340013 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 8991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115870928.000000 Penalty: 50824.945312
Iteration 12Q: 16 clusters Score -1.158709e+08 nChanged 35212
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 45324 members 
Mstep: Class 4 contains 23744 members 
Mstep: Class 8 contains 31720 members 
Mstep: Class 9 contains 36953 members 
Mstep: Class 10 contains 44935 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 253099 members 
Mstep: Class 13 contains 500 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 16 contains 17865 members 
Mstep: Class 17 contains 42254 members 
Mstep: Class 18 contains 7712 members 
Mstep: Class 19 contains 335627 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 9274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115892200.000000 Penalty: 50824.945312
Iteration 13Q: 16 clusters Score -1.158922e+08 nChanged 32015
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 49810 members 
Mstep: Class 4 contains 22722 members 
Mstep: Class 8 contains 33471 members 
Mstep: Class 9 contains 37473 members 
Mstep: Class 10 contains 48411 members 
Mstep: Class 11 contains 6435 members 
Mstep: Class 12 contains 243110 members 
Mstep: Class 13 contains 502 members 
Mstep: Class 14 contains 712 members 
Mstep: Class 16 contains 19944 members 
Mstep: Class 17 contains 45567 members 
Mstep: Class 18 contains 8513 members 
Mstep: Class 19 contains 329925 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 9591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115913408.000000 Penalty: 50824.945312
Iteration 14Q: 16 clusters Score -1.159134e+08 nChanged 30302
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 54128 members 
Mstep: Class 4 contains 21429 members 
Mstep: Class 8 contains 35168 members 
Mstep: Class 9 contains 37645 members 
Mstep: Class 10 contains 52165 members 
Mstep: Class 11 contains 6542 members 
Mstep: Class 12 contains 233863 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 16 contains 22004 members 
Mstep: Class 17 contains 48753 members 
Mstep: Class 18 contains 9375 members 
Mstep: Class 19 contains 323946 members 
Mstep: Class 20 contains 2119 members 
Mstep: Class 21 contains 9952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115932176.000000 Penalty: 50824.945312
Iteration 15Q: 16 clusters Score -1.159322e+08 nChanged 28445
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 58034 members 
Mstep: Class 4 contains 19976 members 
Mstep: Class 8 contains 36756 members 
Mstep: Class 9 contains 37526 members 
Mstep: Class 10 contains 56384 members 
Mstep: Class 11 contains 6768 members 
Mstep: Class 12 contains 224993 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 16 contains 23977 members 
Mstep: Class 17 contains 51764 members 
Mstep: Class 18 contains 10226 members 
Mstep: Class 19 contains 318246 members 
Mstep: Class 20 contains 2147 members 
Mstep: Class 21 contains 10316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115949728.000000 Penalty: 50824.945312
Iteration 16Q: 16 clusters Score -1.159497e+08 nChanged 26567
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 61501 members 
Mstep: Class 4 contains 18449 members 
Mstep: Class 8 contains 38346 members 
Mstep: Class 9 contains 37245 members 
Mstep: Class 10 contains 60876 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 12 contains 216755 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 25786 members 
Mstep: Class 17 contains 54400 members 
Mstep: Class 18 contains 11146 members 
Mstep: Class 19 contains 312658 members 
Mstep: Class 20 contains 2153 members 
Mstep: Class 21 contains 10668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115966008.000000 Penalty: 50824.945312
Iteration 17Q: 16 clusters Score -1.15966e+08 nChanged 25058
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 64515 members 
Mstep: Class 4 contains 16818 members 
Mstep: Class 8 contains 40009 members 
Mstep: Class 9 contains 36772 members 
Mstep: Class 10 contains 65611 members 
Mstep: Class 11 contains 7619 members 
Mstep: Class 12 contains 209388 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 27367 members 
Mstep: Class 17 contains 56703 members 
Mstep: Class 18 contains 12083 members 
Mstep: Class 19 contains 307143 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 10938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115982064.000000 Penalty: 50824.945312
Iteration 18Q: 16 clusters Score -1.159821e+08 nChanged 23668
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 67174 members 
Mstep: Class 4 contains 15257 members 
Mstep: Class 8 contains 41544 members 
Mstep: Class 9 contains 36091 members 
Mstep: Class 10 contains 70318 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 202962 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 16 contains 28732 members 
Mstep: Class 17 contains 58524 members 
Mstep: Class 18 contains 13050 members 
Mstep: Class 19 contains 302075 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 11106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115994736.000000 Penalty: 50824.945312
Iteration 19Q: 16 clusters Score -1.159947e+08 nChanged 21772
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 69502 members 
Mstep: Class 4 contains 13848 members 
Mstep: Class 8 contains 42859 members 
Mstep: Class 9 contains 35322 members 
Mstep: Class 10 contains 75035 members 
Mstep: Class 11 contains 8664 members 
Mstep: Class 12 contains 197147 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 16 contains 29793 members 
Mstep: Class 17 contains 59930 members 
Mstep: Class 18 contains 13954 members 
Mstep: Class 19 contains 297605 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 11307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116003208.000000 Penalty: 50824.945312
Iteration 20F: 16 clusters Score -1.160032e+08 nChanged 20863
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 71729 members 
Mstep: Class 4 contains 12637 members 
Mstep: Class 8 contains 43966 members 
Mstep: Class 9 contains 34460 members 
Mstep: Class 10 contains 79956 members 
Mstep: Class 11 contains 9317 members 
Mstep: Class 12 contains 190931 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 30751 members 
Mstep: Class 17 contains 61267 members 
Mstep: Class 18 contains 14926 members 
Mstep: Class 19 contains 293528 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 11496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116011648.000000 Penalty: 50824.945312
Iteration 21Q: 16 clusters Score -1.160116e+08 nChanged 19794
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 73752 members 
Mstep: Class 4 contains 11626 members 
Mstep: Class 8 contains 44838 members 
Mstep: Class 9 contains 33532 members 
Mstep: Class 10 contains 85033 members 
Mstep: Class 11 contains 10110 members 
Mstep: Class 12 contains 184898 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 16 contains 31614 members 
Mstep: Class 17 contains 62440 members 
Mstep: Class 18 contains 15871 members 
Mstep: Class 19 contains 289562 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 11687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116019536.000000 Penalty: 50824.945312
Iteration 22Q: 16 clusters Score -1.160195e+08 nChanged 18837
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 75671 members 
Mstep: Class 4 contains 10795 members 
Mstep: Class 8 contains 45451 members 
Mstep: Class 9 contains 32574 members 
Mstep: Class 10 contains 90099 members 
Mstep: Class 11 contains 10889 members 
Mstep: Class 12 contains 179314 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 16 contains 32431 members 
Mstep: Class 17 contains 63435 members 
Mstep: Class 18 contains 16749 members 
Mstep: Class 19 contains 285666 members 
Mstep: Class 20 contains 2149 members 
Mstep: Class 21 contains 11891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116026512.000000 Penalty: 50824.945312
Iteration 23Q: 16 clusters Score -1.160265e+08 nChanged 17604
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 77312 members 
Mstep: Class 4 contains 10139 members 
Mstep: Class 8 contains 45847 members 
Mstep: Class 9 contains 31578 members 
Mstep: Class 10 contains 95078 members 
Mstep: Class 11 contains 11682 members 
Mstep: Class 12 contains 174130 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 16 contains 33204 members 
Mstep: Class 17 contains 64199 members 
Mstep: Class 18 contains 17544 members 
Mstep: Class 19 contains 282161 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 12086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116032424.000000 Penalty: 50824.945312
Iteration 24Q: 16 clusters Score -1.160324e+08 nChanged 16639
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 78710 members 
Mstep: Class 4 contains 9616 members 
Mstep: Class 8 contains 46157 members 
Mstep: Class 9 contains 30657 members 
Mstep: Class 10 contains 99989 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 169369 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 598 members 
Mstep: Class 16 contains 33943 members 
Mstep: Class 17 contains 64728 members 
Mstep: Class 18 contains 18283 members 
Mstep: Class 19 contains 278704 members 
Mstep: Class 20 contains 2153 members 
Mstep: Class 21 contains 12337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116036632.000000 Penalty: 50824.945312
Iteration 25Q: 16 clusters Score -1.160366e+08 nChanged 15809
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 79845 members 
Mstep: Class 4 contains 9165 members 
Mstep: Class 8 contains 46400 members 
Mstep: Class 9 contains 29768 members 
Mstep: Class 10 contains 104700 members 
Mstep: Class 11 contains 13269 members 
Mstep: Class 12 contains 165351 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 598 members 
Mstep: Class 16 contains 34645 members 
Mstep: Class 17 contains 65118 members 
Mstep: Class 18 contains 18987 members 
Mstep: Class 19 contains 275083 members 
Mstep: Class 20 contains 2155 members 
Mstep: Class 21 contains 12620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116039584.000000 Penalty: 50824.945312
Iteration 26Q: 16 clusters Score -1.160396e+08 nChanged 14824
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 80732 members 
Mstep: Class 4 contains 8732 members 
Mstep: Class 8 contains 46666 members 
Mstep: Class 9 contains 28889 members 
Mstep: Class 10 contains 109243 members 
Mstep: Class 11 contains 14009 members 
Mstep: Class 12 contains 161983 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 598 members 
Mstep: Class 16 contains 35283 members 
Mstep: Class 17 contains 65361 members 
Mstep: Class 18 contains 19608 members 
Mstep: Class 19 contains 271499 members 
Mstep: Class 20 contains 2157 members 
Mstep: Class 21 contains 12943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116042144.000000 Penalty: 50824.945312
Iteration 27Q: 16 clusters Score -1.160421e+08 nChanged 14174
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 81504 members 
Mstep: Class 4 contains 8353 members 
Mstep: Class 8 contains 46920 members 
Mstep: Class 9 contains 28114 members 
Mstep: Class 10 contains 113650 members 
Mstep: Class 11 contains 14661 members 
Mstep: Class 12 contains 159203 members 
Mstep: Class 13 contains 515 members 
Mstep: Class 14 contains 598 members 
Mstep: Class 16 contains 35885 members 
Mstep: Class 17 contains 65467 members 
Mstep: Class 18 contains 20170 members 
Mstep: Class 19 contains 267711 members 
Mstep: Class 20 contains 2156 members 
Mstep: Class 21 contains 13310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116043256.000000 Penalty: 50824.945312
Iteration 28Q: 16 clusters Score -1.160433e+08 nChanged 13604
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 82170 members 
Mstep: Class 4 contains 7953 members 
Mstep: Class 8 contains 47313 members 
Mstep: Class 9 contains 27437 members 
Mstep: Class 10 contains 118097 members 
Mstep: Class 11 contains 15246 members 
Mstep: Class 12 contains 156806 members 
Mstep: Class 13 contains 515 members 
Mstep: Class 14 contains 598 members 
Mstep: Class 16 contains 36461 members 
Mstep: Class 17 contains 65431 members 
Mstep: Class 18 contains 20650 members 
Mstep: Class 19 contains 263626 members 
Mstep: Class 20 contains 2157 members 
Mstep: Class 21 contains 13757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116045072.000000 Penalty: 50824.945312
Iteration 29Q: 16 clusters Score -1.160451e+08 nChanged 12945
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 82789 members 
Mstep: Class 4 contains 7575 members 
Mstep: Class 8 contains 47714 members 
Mstep: Class 9 contains 26777 members 
Mstep: Class 10 contains 122356 members 
Mstep: Class 11 contains 15708 members 
Mstep: Class 12 contains 154856 members 
Mstep: Class 13 contains 515 members 
Mstep: Class 14 contains 598 members 
Mstep: Class 16 contains 36985 members 
Mstep: Class 17 contains 65328 members 
Mstep: Class 18 contains 21087 members 
Mstep: Class 19 contains 259568 members 
Mstep: Class 20 contains 2156 members 
Mstep: Class 21 contains 14205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116046048.000000 Penalty: 50824.945312
Iteration 30Q: 16 clusters Score -1.16046e+08 nChanged 11974
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 83257 members 
Mstep: Class 4 contains 7193 members 
Mstep: Class 8 contains 48077 members 
Mstep: Class 9 contains 26241 members 
Mstep: Class 10 contains 126639 members 
Mstep: Class 11 contains 16089 members 
Mstep: Class 12 contains 153265 members 
Mstep: Class 13 contains 516 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 16 contains 37529 members 
Mstep: Class 17 contains 65160 members 
Mstep: Class 18 contains 21478 members 
Mstep: Class 19 contains 255427 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 14597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116047584.000000 Penalty: 50824.945312
Iteration 31Q: 16 clusters Score -1.160476e+08 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 83562 members 
Mstep: Class 4 contains 6825 members 
Mstep: Class 8 contains 48389 members 
Mstep: Class 9 contains 25758 members 
Mstep: Class 10 contains 130951 members 
Mstep: Class 11 contains 16384 members 
Mstep: Class 12 contains 152025 members 
Mstep: Class 13 contains 517 members 
Mstep: Class 14 contains 598 members 
Mstep: Class 16 contains 38000 members 
Mstep: Class 17 contains 64935 members 
Mstep: Class 18 contains 21783 members 
Mstep: Class 19 contains 251354 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 14985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049216.000000 Penalty: 50824.945312
Iteration 32Q: 16 clusters Score -1.160492e+08 nChanged 10706
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 83677 members 
Mstep: Class 4 contains 6483 members 
Mstep: Class 8 contains 48615 members 
Mstep: Class 9 contains 25299 members 
Mstep: Class 10 contains 135151 members 
Mstep: Class 11 contains 16628 members 
Mstep: Class 12 contains 151073 members 
Mstep: Class 13 contains 517 members 
Mstep: Class 14 contains 598 members 
Mstep: Class 16 contains 38386 members 
Mstep: Class 17 contains 64616 members 
Mstep: Class 18 contains 22088 members 
Mstep: Class 19 contains 247525 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 15410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116050544.000000 Penalty: 50824.945312
Iteration 33Q: 16 clusters Score -1.160505e+08 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 83663 members 
Mstep: Class 4 contains 6166 members 
Mstep: Class 8 contains 48830 members 
Mstep: Class 9 contains 24842 members 
Mstep: Class 10 contains 139508 members 
Mstep: Class 11 contains 16788 members 
Mstep: Class 12 contains 150163 members 
Mstep: Class 13 contains 516 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 16 contains 38722 members 
Mstep: Class 17 contains 64217 members 
Mstep: Class 18 contains 22321 members 
Mstep: Class 19 contains 243905 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 15829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052344.000000 Penalty: 50824.945312
Iteration 34Q: 16 clusters Score -1.160523e+08 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 83550 members 
Mstep: Class 4 contains 5905 members 
Mstep: Class 8 contains 49010 members 
Mstep: Class 9 contains 24421 members 
Mstep: Class 10 contains 144022 members 
Mstep: Class 11 contains 16871 members 
Mstep: Class 12 contains 149147 members 
Mstep: Class 13 contains 516 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 16 contains 39069 members 
Mstep: Class 17 contains 63684 members 
Mstep: Class 18 contains 22535 members 
Mstep: Class 19 contains 240463 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 16277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053896.000000 Penalty: 50824.945312
Iteration 35Q: 16 clusters Score -1.160539e+08 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 83279 members 
Mstep: Class 4 contains 5651 members 
Mstep: Class 8 contains 49155 members 
Mstep: Class 9 contains 24089 members 
Mstep: Class 10 contains 148767 members 
Mstep: Class 11 contains 16911 members 
Mstep: Class 12 contains 148011 members 
Mstep: Class 13 contains 517 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 16 contains 39314 members 
Mstep: Class 17 contains 63087 members 
Mstep: Class 18 contains 22718 members 
Mstep: Class 19 contains 237230 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 16740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055552.000000 Penalty: 50824.945312
Iteration 36Q: 16 clusters Score -1.160556e+08 nChanged 10757
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 82979 members 
Mstep: Class 4 contains 5426 members 
Mstep: Class 8 contains 49292 members 
Mstep: Class 9 contains 23799 members 
Mstep: Class 10 contains 153897 members 
Mstep: Class 11 contains 16897 members 
Mstep: Class 12 contains 146258 members 
Mstep: Class 13 contains 518 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 16 contains 39567 members 
Mstep: Class 17 contains 62391 members 
Mstep: Class 18 contains 22881 members 
Mstep: Class 19 contains 234356 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 17209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056600.000000 Penalty: 50824.945312
Iteration 37Q: 16 clusters Score -1.160566e+08 nChanged 11411
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 82705 members 
Mstep: Class 4 contains 5211 members 
Mstep: Class 8 contains 49454 members 
Mstep: Class 9 contains 23543 members 
Mstep: Class 10 contains 159317 members 
Mstep: Class 11 contains 16864 members 
Mstep: Class 12 contains 144048 members 
Mstep: Class 13 contains 516 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 16 contains 39782 members 
Mstep: Class 17 contains 61637 members 
Mstep: Class 18 contains 22961 members 
Mstep: Class 19 contains 231734 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 17699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057032.000000 Penalty: 50824.945312
Iteration 38Q: 16 clusters Score -1.16057e+08 nChanged 12180
Entering ConstructFrom: 
Score: -116057032.000000 Penalty: 50824.945312
Entering ConstructFrom: 
Trying to split cluster 2 (82431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82431 members 
Entering Unmasked Estep 
Score: -11381390.000000 Penalty: 2807.289795
	Iteration 0F: 2 clusters Score -1.138139e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -11326378.000000 Penalty: 5614.579590
	Iteration 0F: 3 clusters Score -1.132638e+07 nChanged 38666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -11348313.000000 Penalty: 5614.579590
	Iteration 1F: 3 clusters Score -1.134831e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -11349084.000000 Penalty: 5614.579590
	Iteration 2Q: 3 clusters Score -1.134908e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -11349968.000000 Penalty: 5614.579590
	Iteration 3Q: 3 clusters Score -1.134997e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -11350984.000000 Penalty: 5614.579590
	Iteration 4Q: 3 clusters Score -1.135098e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -11352318.000000 Penalty: 5614.579590
	Iteration 5Q: 3 clusters Score -1.135232e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -11354087.000000 Penalty: 5614.579590
	Iteration 6Q: 3 clusters Score -1.135409e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -11356806.000000 Penalty: 5614.579590
	Iteration 7F: 3 clusters Score -1.135681e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -11360630.000000 Penalty: 5614.579590
	Iteration 8F: 3 clusters Score -1.136063e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -11364620.000000 Penalty: 5614.579590
	Iteration 9F: 3 clusters Score -1.136462e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -11367117.000000 Penalty: 5614.579590
	Iteration 10F: 3 clusters Score -1.136712e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -11368234.000000 Penalty: 5614.579590
	Iteration 11Q: 3 clusters Score -1.136823e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -11368664.000000 Penalty: 5614.579590
	Iteration 12Q: 3 clusters Score -1.136866e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -11369015.000000 Penalty: 5614.579590
	Iteration 13Q: 3 clusters Score -1.136902e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -11369256.000000 Penalty: 5614.579590
	Iteration 14Q: 3 clusters Score -1.136926e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -11369474.000000 Penalty: 5614.579590
	Iteration 15Q: 3 clusters Score -1.136947e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -11369705.000000 Penalty: 5614.579590
	Iteration 16Q: 3 clusters Score -1.13697e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -11369754.000000 Penalty: 5614.579590
	Iteration 17Q: 3 clusters Score -1.136975e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -11369911.000000 Penalty: 5614.579590
	Iteration 18Q: 3 clusters Score -1.136991e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -11370120.000000 Penalty: 5614.579590
	Iteration 19Q: 3 clusters Score -1.137012e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -11370178.000000 Penalty: 5614.579590
	Iteration 20F: 3 clusters Score -1.137018e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -11370306.000000 Penalty: 5614.579590
	Iteration 21Q: 3 clusters Score -1.137031e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -11370429.000000 Penalty: 5614.579590
	Iteration 22Q: 3 clusters Score -1.137043e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -11370508.000000 Penalty: 5614.579590
	Iteration 23Q: 3 clusters Score -1.137051e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -11370551.000000 Penalty: 5614.579590
	Iteration 24Q: 3 clusters Score -1.137055e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -11370575.000000 Penalty: 5614.579590
	Iteration 25Q: 3 clusters Score -1.137058e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -11370590.000000 Penalty: 5614.579590
	Iteration 26Q: 3 clusters Score -1.137059e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -11370604.000000 Penalty: 5614.579590
	Iteration 27Q: 3 clusters Score -1.13706e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -11370682.000000 Penalty: 5614.579590
	Iteration 28Q: 3 clusters Score -1.137068e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -11370690.000000 Penalty: 5614.579590
	Iteration 29Q: 3 clusters Score -1.137069e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -11370673.000000 Penalty: 5614.579590
	Iteration 30Q: 3 clusters Score -1.137067e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -11370730.000000 Penalty: 5614.579590
	Iteration 31Q: 3 clusters Score -1.137073e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -11370752.000000 Penalty: 5614.579590
	Iteration 32Q: 3 clusters Score -1.137075e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -11370800.000000 Penalty: 5614.579590
	Iteration 33Q: 3 clusters Score -1.13708e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -11370827.000000 Penalty: 5614.579590
	Iteration 34Q: 3 clusters Score -1.137083e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -11370866.000000 Penalty: 5614.579590
	Iteration 35Q: 3 clusters Score -1.137087e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -11370895.000000 Penalty: 5614.579590
	Iteration 36Q: 3 clusters Score -1.13709e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -11370940.000000 Penalty: 5614.579590
	Iteration 37Q: 3 clusters Score -1.137094e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -11371015.000000 Penalty: 5614.579590
	Iteration 38Q: 3 clusters Score -1.137102e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -11371084.000000 Penalty: 5614.579590
	Iteration 39Q: 3 clusters Score -1.137108e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -11371129.000000 Penalty: 5614.579590
	Iteration 40F: 3 clusters Score -1.137113e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -11371163.000000 Penalty: 5614.579590
	Iteration 41Q: 3 clusters Score -1.137116e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -11371201.000000 Penalty: 5614.579590
	Iteration 42Q: 3 clusters Score -1.13712e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -11371265.000000 Penalty: 5614.579590
	Iteration 43Q: 3 clusters Score -1.137126e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -11371276.000000 Penalty: 5614.579590
	Iteration 44Q: 3 clusters Score -1.137128e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -11371338.000000 Penalty: 5614.579590
	Iteration 45Q: 3 clusters Score -1.137134e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -11371380.000000 Penalty: 5614.579590
	Iteration 46Q: 3 clusters Score -1.137138e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -11371429.000000 Penalty: 5614.579590
	Iteration 47Q: 3 clusters Score -1.137143e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -11371448.000000 Penalty: 5614.579590
	Iteration 48Q: 3 clusters Score -1.137145e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -11371457.000000 Penalty: 5614.579590
	Iteration 49Q: 3 clusters Score -1.137146e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -11371485.000000 Penalty: 5614.579590
	Iteration 50Q: 3 clusters Score -1.137148e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -11371553.000000 Penalty: 5614.579590
	Iteration 51Q: 3 clusters Score -1.137155e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50019 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -11371604.000000 Penalty: 5614.579590
	Iteration 52Q: 3 clusters Score -1.13716e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -11371646.000000 Penalty: 5614.579590
	Iteration 53Q: 3 clusters Score -1.137165e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -11371639.000000 Penalty: 5614.579590
	Iteration 54Q: 3 clusters Score -1.137164e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -11371712.000000 Penalty: 5614.579590
	Iteration 55Q: 3 clusters Score -1.137171e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -11371759.000000 Penalty: 5614.579590
	Iteration 56Q: 3 clusters Score -1.137176e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -11371832.000000 Penalty: 5614.579590
	Iteration 57Q: 3 clusters Score -1.137183e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -11371925.000000 Penalty: 5614.579590
	Iteration 58Q: 3 clusters Score -1.137192e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53730 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -11371995.000000 Penalty: 5614.579590
	Iteration 59Q: 3 clusters Score -1.1372e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -11372128.000000 Penalty: 5614.579590
	Iteration 60F: 3 clusters Score -1.137213e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55062 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -11372215.000000 Penalty: 5614.579590
	Iteration 61Q: 3 clusters Score -1.137222e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55754 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -11372341.000000 Penalty: 5614.579590
	Iteration 62Q: 3 clusters Score -1.137234e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -11372437.000000 Penalty: 5614.579590
	Iteration 63Q: 3 clusters Score -1.137244e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57160 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -11372607.000000 Penalty: 5614.579590
	Iteration 64Q: 3 clusters Score -1.137261e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57931 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -11372808.000000 Penalty: 5614.579590
	Iteration 65Q: 3 clusters Score -1.137281e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58716 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -11372985.000000 Penalty: 5614.579590
	Iteration 66Q: 3 clusters Score -1.137298e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59537 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -11373088.000000 Penalty: 5614.579590
	Iteration 67Q: 3 clusters Score -1.137309e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -11373267.000000 Penalty: 5614.579590
	Iteration 68Q: 3 clusters Score -1.137327e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -11373390.000000 Penalty: 5614.579590
	Iteration 69Q: 3 clusters Score -1.137339e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61987 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -11373604.000000 Penalty: 5614.579590
	Iteration 70Q: 3 clusters Score -1.13736e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62822 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -11373737.000000 Penalty: 5614.579590
	Iteration 71Q: 3 clusters Score -1.137374e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63633 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -11373922.000000 Penalty: 5614.579590
	Iteration 72Q: 3 clusters Score -1.137392e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -11374107.000000 Penalty: 5614.579590
	Iteration 73Q: 3 clusters Score -1.137411e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -11374270.000000 Penalty: 5614.579590
	Iteration 74Q: 3 clusters Score -1.137427e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -11374420.000000 Penalty: 5614.579590
	Iteration 75Q: 3 clusters Score -1.137442e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67021 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -11374650.000000 Penalty: 5614.579590
	Iteration 76Q: 3 clusters Score -1.137465e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67872 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -11374869.000000 Penalty: 5614.579590
	Iteration 77Q: 3 clusters Score -1.137487e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68698 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -11375082.000000 Penalty: 5614.579590
	Iteration 78Q: 3 clusters Score -1.137508e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -11375290.000000 Penalty: 5614.579590
	Iteration 79Q: 3 clusters Score -1.137529e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70373 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -11375519.000000 Penalty: 5614.579590
	Iteration 80F: 3 clusters Score -1.137552e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71153 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -11375691.000000 Penalty: 5614.579590
	Iteration 81Q: 3 clusters Score -1.137569e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71943 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -11375870.000000 Penalty: 5614.579590
	Iteration 82Q: 3 clusters Score -1.137587e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72719 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -11376086.000000 Penalty: 5614.579590
	Iteration 83Q: 3 clusters Score -1.137609e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73485 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -11376394.000000 Penalty: 5614.579590
	Iteration 84Q: 3 clusters Score -1.137639e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74197 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -11376581.000000 Penalty: 5614.579590
	Iteration 85Q: 3 clusters Score -1.137658e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74880 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -11376725.000000 Penalty: 5614.579590
	Iteration 86Q: 3 clusters Score -1.137672e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75537 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -11376897.000000 Penalty: 5614.579590
	Iteration 87Q: 3 clusters Score -1.13769e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76104 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -11377109.000000 Penalty: 5614.579590
	Iteration 88Q: 3 clusters Score -1.137711e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76620 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -11377296.000000 Penalty: 5614.579590
	Iteration 89Q: 3 clusters Score -1.13773e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77124 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -11377453.000000 Penalty: 5614.579590
	Iteration 90Q: 3 clusters Score -1.137745e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77597 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -11377594.000000 Penalty: 5614.579590
	Iteration 91Q: 3 clusters Score -1.137759e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78026 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -11377744.000000 Penalty: 5614.579590
	Iteration 92Q: 3 clusters Score -1.137774e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78446 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -11377923.000000 Penalty: 5614.579590
	Iteration 93Q: 3 clusters Score -1.137792e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -11378034.000000 Penalty: 5614.579590
	Iteration 94Q: 3 clusters Score -1.137803e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79148 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -11378214.000000 Penalty: 5614.579590
	Iteration 95Q: 3 clusters Score -1.137821e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79456 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -11378347.000000 Penalty: 5614.579590
	Iteration 96Q: 3 clusters Score -1.137835e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79708 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -11378409.000000 Penalty: 5614.579590
	Iteration 97Q: 3 clusters Score -1.137841e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79926 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -11378518.000000 Penalty: 5614.579590
	Iteration 98Q: 3 clusters Score -1.137852e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80124 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -11378583.000000 Penalty: 5614.579590
	Iteration 99Q: 3 clusters Score -1.137858e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80292 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -11378652.000000 Penalty: 5614.579590
	Iteration 100F: 3 clusters Score -1.137865e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80420 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -11378650.000000 Penalty: 5614.579590
	Iteration 101Q: 3 clusters Score -1.137865e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80524 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -11378693.000000 Penalty: 5614.579590
	Iteration 102Q: 3 clusters Score -1.137869e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80622 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -11378728.000000 Penalty: 5614.579590
	Iteration 103Q: 3 clusters Score -1.137873e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80701 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -11378762.000000 Penalty: 5614.579590
	Iteration 104Q: 3 clusters Score -1.137876e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80771 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -11378791.000000 Penalty: 5614.579590
	Iteration 105Q: 3 clusters Score -1.137879e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80846 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -11378818.000000 Penalty: 5614.579590
	Iteration 106Q: 3 clusters Score -1.137882e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80906 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -11378875.000000 Penalty: 5614.579590
	Iteration 107Q: 3 clusters Score -1.137888e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80961 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -11378883.000000 Penalty: 5614.579590
	Iteration 108Q: 3 clusters Score -1.137888e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81008 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -11378897.000000 Penalty: 5614.579590
	Iteration 109Q: 3 clusters Score -1.13789e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81054 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -11378914.000000 Penalty: 5614.579590
	Iteration 110Q: 3 clusters Score -1.137891e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81089 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -11378947.000000 Penalty: 5614.579590
	Iteration 111Q: 3 clusters Score -1.137895e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81112 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -11378954.000000 Penalty: 5614.579590
	Iteration 112Q: 3 clusters Score -1.137895e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81132 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -11378966.000000 Penalty: 5614.579590
	Iteration 113Q: 3 clusters Score -1.137897e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81144 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -11378968.000000 Penalty: 5614.579590
	Iteration 114Q: 3 clusters Score -1.137897e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81162 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -11378971.000000 Penalty: 5614.579590
	Iteration 115Q: 3 clusters Score -1.137897e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81177 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -11378991.000000 Penalty: 5614.579590
	Iteration 116Q: 3 clusters Score -1.137899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81190 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -11378989.000000 Penalty: 5614.579590
	Iteration 117Q: 3 clusters Score -1.137899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81198 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -11378989.000000 Penalty: 5614.579590
	Iteration 118Q: 3 clusters Score -1.137899e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81211 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -11379005.000000 Penalty: 5614.579590
	Iteration 119Q: 3 clusters Score -1.1379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81224 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -11378997.000000 Penalty: 5614.579590
	Iteration 120F: 3 clusters Score -1.1379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81235 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -11378995.000000 Penalty: 5614.579590
	Iteration 121Q: 3 clusters Score -1.1379e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81248 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -11379003.000000 Penalty: 5614.579590
	Iteration 122Q: 3 clusters Score -1.1379e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81260 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -11379012.000000 Penalty: 5614.579590
	Iteration 123Q: 3 clusters Score -1.137901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -11379016.000000 Penalty: 5614.579590
	Iteration 124Q: 3 clusters Score -1.137902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81273 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -11379020.000000 Penalty: 5614.579590
	Iteration 125Q: 3 clusters Score -1.137902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81283 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -11379029.000000 Penalty: 5614.579590
	Iteration 126Q: 3 clusters Score -1.137903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81290 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -11379020.000000 Penalty: 5614.579590
	Iteration 127Q: 3 clusters Score -1.137902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81301 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -11379019.000000 Penalty: 5614.579590
	Iteration 128Q: 3 clusters Score -1.137902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81310 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -11379017.000000 Penalty: 5614.579590
	Iteration 129Q: 3 clusters Score -1.137902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81314 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -11379019.000000 Penalty: 5614.579590
	Iteration 130Q: 3 clusters Score -1.137902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81316 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -11379022.000000 Penalty: 5614.579590
	Iteration 131Q: 3 clusters Score -1.137902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81319 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -11379026.000000 Penalty: 5614.579590
	Iteration 132Q: 3 clusters Score -1.137903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81319 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -11379026.000000 Penalty: 5614.579590
	Iteration 133F: 3 clusters Score -1.137903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Entering Unmasked Estep 
Score: -662569.125000 Penalty: 2113.402100
	Iteration 0F: 2 clusters Score -662569.1 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 2541 members 
Entering Unmasked Estep 
Score: -658095.687500 Penalty: 4226.804199
	Iteration 0F: 3 clusters Score -658095.7 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -659155.000000 Penalty: 4226.804199
	Iteration 1F: 3 clusters Score -659155 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -659419.125000 Penalty: 4226.804199
	Iteration 2F: 3 clusters Score -659419.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -659717.437500 Penalty: 4226.804199
	Iteration 3F: 3 clusters Score -659717.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -659966.125000 Penalty: 4226.804199
	Iteration 4F: 3 clusters Score -659966.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -660200.750000 Penalty: 4226.804199
	Iteration 5F: 3 clusters Score -660200.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -660451.875000 Penalty: 4226.804199
	Iteration 6F: 3 clusters Score -660451.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -660678.687500 Penalty: 4226.804199
	Iteration 7F: 3 clusters Score -660678.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -660833.125000 Penalty: 4226.804199
	Iteration 8Q: 3 clusters Score -660833.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -660929.250000 Penalty: 4226.804199
	Iteration 9Q: 3 clusters Score -660929.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -661011.375000 Penalty: 4226.804199
	Iteration 10Q: 3 clusters Score -661011.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -661071.437500 Penalty: 4226.804199
	Iteration 11Q: 3 clusters Score -661071.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -661115.312500 Penalty: 4226.804199
	Iteration 12Q: 3 clusters Score -661115.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -661152.687500 Penalty: 4226.804199
	Iteration 13Q: 3 clusters Score -661152.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -661182.125000 Penalty: 4226.804199
	Iteration 14Q: 3 clusters Score -661182.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -661202.812500 Penalty: 4226.804199
	Iteration 15Q: 3 clusters Score -661202.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -661229.312500 Penalty: 4226.804199
	Iteration 16Q: 3 clusters Score -661229.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -661244.625000 Penalty: 4226.804199
	Iteration 17Q: 3 clusters Score -661244.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -661261.687500 Penalty: 4226.804199
	Iteration 18Q: 3 clusters Score -661261.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -661278.687500 Penalty: 4226.804199
	Iteration 19Q: 3 clusters Score -661278.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -661294.562500 Penalty: 4226.804199
	Iteration 20F: 3 clusters Score -661294.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -661305.875000 Penalty: 4226.804199
	Iteration 21Q: 3 clusters Score -661305.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -661313.312500 Penalty: 4226.804199
	Iteration 22Q: 3 clusters Score -661313.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -661315.500000 Penalty: 4226.804199
	Iteration 23Q: 3 clusters Score -661315.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -661319.375000 Penalty: 4226.804199
	Iteration 24Q: 3 clusters Score -661319.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -661322.125000 Penalty: 4226.804199
	Iteration 25Q: 3 clusters Score -661322.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -661324.500000 Penalty: 4226.804199
	Iteration 26Q: 3 clusters Score -661324.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -661327.937500 Penalty: 4226.804199
	Iteration 27Q: 3 clusters Score -661327.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -661328.812500 Penalty: 4226.804199
	Iteration 28Q: 3 clusters Score -661328.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -661332.312500 Penalty: 4226.804199
	Iteration 29Q: 3 clusters Score -661332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -661333.125000 Penalty: 4226.804199
	Iteration 30Q: 3 clusters Score -661333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -661334.000000 Penalty: 4226.804199
	Iteration 31Q: 3 clusters Score -661334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -661335.937500 Penalty: 4226.804199
	Iteration 32Q: 3 clusters Score -661335.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -661337.562500 Penalty: 4226.804199
	Iteration 33Q: 3 clusters Score -661337.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -661340.125000 Penalty: 4226.804199
	Iteration 34Q: 3 clusters Score -661340.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -661343.875000 Penalty: 4226.804199
	Iteration 35Q: 3 clusters Score -661343.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -661343.187500 Penalty: 4226.804199
	Iteration 36Q: 3 clusters Score -661343.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -661344.000000 Penalty: 4226.804199
	Iteration 37Q: 3 clusters Score -661344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -661346.437500 Penalty: 4226.804199
	Iteration 38Q: 3 clusters Score -661346.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -661348.562500 Penalty: 4226.804199
	Iteration 39Q: 3 clusters Score -661348.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -661349.062500 Penalty: 4226.804199
	Iteration 40F: 3 clusters Score -661349.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -661349.187500 Penalty: 4226.804199
	Iteration 41Q: 3 clusters Score -661349.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -661349.187500 Penalty: 4226.804199
	Iteration 42F: 3 clusters Score -661349.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (49623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Entering Unmasked Estep 
Score: -6671145.000000 Penalty: 2681.428223
	Iteration 0F: 2 clusters Score -6671145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -6637622.000000 Penalty: 5362.856445
	Iteration 0F: 3 clusters Score -6637622 nChanged 23030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -6650464.500000 Penalty: 5362.856445
	Iteration 1F: 3 clusters Score -6650464 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -6651086.500000 Penalty: 5362.856445
	Iteration 2Q: 3 clusters Score -6651086 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -6652061.500000 Penalty: 5362.856445
	Iteration 3Q: 3 clusters Score -6652062 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -6653554.500000 Penalty: 5362.856445
	Iteration 4F: 3 clusters Score -6653554 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -6656112.500000 Penalty: 5362.856445
	Iteration 5F: 3 clusters Score -6656112 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -6659594.500000 Penalty: 5362.856445
	Iteration 6F: 3 clusters Score -6659594 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -6663657.500000 Penalty: 5362.856445
	Iteration 7F: 3 clusters Score -6663658 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -6666646.000000 Penalty: 5362.856445
	Iteration 8F: 3 clusters Score -6666646 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6667989.000000 Penalty: 5362.856445
	Iteration 9Q: 3 clusters Score -6667989 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6668474.000000 Penalty: 5362.856445
	Iteration 10Q: 3 clusters Score -6668474 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6668651.500000 Penalty: 5362.856445
	Iteration 11Q: 3 clusters Score -6668652 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6668776.500000 Penalty: 5362.856445
	Iteration 12Q: 3 clusters Score -6668776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6668827.000000 Penalty: 5362.856445
	Iteration 13Q: 3 clusters Score -6668827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6668845.500000 Penalty: 5362.856445
	Iteration 14Q: 3 clusters Score -6668846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6668858.500000 Penalty: 5362.856445
	Iteration 15Q: 3 clusters Score -6668858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6668852.000000 Penalty: 5362.856445
	Iteration 16Q: 3 clusters Score -6668852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6668856.000000 Penalty: 5362.856445
	Iteration 17Q: 3 clusters Score -6668856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6668856.000000 Penalty: 5362.856445
	Iteration 18F: 3 clusters Score -6668856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Entering Unmasked Estep 
Score: -3089857.000000 Penalty: 2494.312012
	Iteration 0F: 2 clusters Score -3089857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -3073737.000000 Penalty: 4988.624023
	Iteration 0F: 3 clusters Score -3073737 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -3079484.000000 Penalty: 4988.624023
	Iteration 1F: 3 clusters Score -3079484 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -3080065.000000 Penalty: 4988.624023
	Iteration 2F: 3 clusters Score -3080065 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -3080661.000000 Penalty: 4988.624023
	Iteration 3F: 3 clusters Score -3080661 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -3081328.250000 Penalty: 4988.624023
	Iteration 4F: 3 clusters Score -3081328 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -3082063.000000 Penalty: 4988.624023
	Iteration 5F: 3 clusters Score -3082063 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -3082895.500000 Penalty: 4988.624023
	Iteration 6F: 3 clusters Score -3082896 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3083820.500000 Penalty: 4988.624023
	Iteration 7F: 3 clusters Score -3083820 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -3084800.750000 Penalty: 4988.624023
	Iteration 8F: 3 clusters Score -3084801 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -3085600.250000 Penalty: 4988.624023
	Iteration 9Q: 3 clusters Score -3085600 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -3086210.500000 Penalty: 4988.624023
	Iteration 10Q: 3 clusters Score -3086210 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3086615.500000 Penalty: 4988.624023
	Iteration 11Q: 3 clusters Score -3086616 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -3086844.500000 Penalty: 4988.624023
	Iteration 12Q: 3 clusters Score -3086844 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -3086990.000000 Penalty: 4988.624023
	Iteration 13Q: 3 clusters Score -3086990 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -3087091.000000 Penalty: 4988.624023
	Iteration 14Q: 3 clusters Score -3087091 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -3087179.750000 Penalty: 4988.624023
	Iteration 15Q: 3 clusters Score -3087180 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -3087233.500000 Penalty: 4988.624023
	Iteration 16Q: 3 clusters Score -3087234 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -3087274.000000 Penalty: 4988.624023
	Iteration 17Q: 3 clusters Score -3087274 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -3087299.750000 Penalty: 4988.624023
	Iteration 18Q: 3 clusters Score -3087300 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -3087322.500000 Penalty: 4988.624023
	Iteration 19Q: 3 clusters Score -3087322 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -3087356.500000 Penalty: 4988.624023
	Iteration 20F: 3 clusters Score -3087356 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -3087382.500000 Penalty: 4988.624023
	Iteration 21Q: 3 clusters Score -3087382 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -3087408.500000 Penalty: 4988.624023
	Iteration 22Q: 3 clusters Score -3087408 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -3087428.750000 Penalty: 4988.624023
	Iteration 23Q: 3 clusters Score -3087429 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -3087444.750000 Penalty: 4988.624023
	Iteration 24Q: 3 clusters Score -3087445 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -3087460.500000 Penalty: 4988.624023
	Iteration 25Q: 3 clusters Score -3087460 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -3087480.750000 Penalty: 4988.624023
	Iteration 26Q: 3 clusters Score -3087481 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -3087490.250000 Penalty: 4988.624023
	Iteration 27Q: 3 clusters Score -3087490 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -3087497.250000 Penalty: 4988.624023
	Iteration 28Q: 3 clusters Score -3087497 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3087513.500000 Penalty: 4988.624023
	Iteration 29Q: 3 clusters Score -3087514 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -3087525.000000 Penalty: 4988.624023
	Iteration 30Q: 3 clusters Score -3087525 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -3087542.000000 Penalty: 4988.624023
	Iteration 31Q: 3 clusters Score -3087542 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -3087554.000000 Penalty: 4988.624023
	Iteration 32Q: 3 clusters Score -3087554 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -3087555.750000 Penalty: 4988.624023
	Iteration 33Q: 3 clusters Score -3087556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -3087563.250000 Penalty: 4988.624023
	Iteration 34Q: 3 clusters Score -3087563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -3087567.750000 Penalty: 4988.624023
	Iteration 35Q: 3 clusters Score -3087568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -3087571.750000 Penalty: 4988.624023
	Iteration 36Q: 3 clusters Score -3087572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -3087575.500000 Penalty: 4988.624023
	Iteration 37Q: 3 clusters Score -3087576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -3087585.000000 Penalty: 4988.624023
	Iteration 38Q: 3 clusters Score -3087585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -3087588.500000 Penalty: 4988.624023
	Iteration 39Q: 3 clusters Score -3087588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -3087595.750000 Penalty: 4988.624023
	Iteration 40F: 3 clusters Score -3087596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -3087600.250000 Penalty: 4988.624023
	Iteration 41Q: 3 clusters Score -3087600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -3087599.750000 Penalty: 4988.624023
	Iteration 42Q: 3 clusters Score -3087600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -3087611.500000 Penalty: 4988.624023
	Iteration 43Q: 3 clusters Score -3087612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -3087620.000000 Penalty: 4988.624023
	Iteration 44Q: 3 clusters Score -3087620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -3087621.750000 Penalty: 4988.624023
	Iteration 45Q: 3 clusters Score -3087622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -3087628.750000 Penalty: 4988.624023
	Iteration 46Q: 3 clusters Score -3087629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -3087628.500000 Penalty: 4988.624023
	Iteration 47Q: 3 clusters Score -3087628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -3087629.500000 Penalty: 4988.624023
	Iteration 48Q: 3 clusters Score -3087630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -3087627.500000 Penalty: 4988.624023
	Iteration 49Q: 3 clusters Score -3087628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -3087638.250000 Penalty: 4988.624023
	Iteration 50Q: 3 clusters Score -3087638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -3087644.750000 Penalty: 4988.624023
	Iteration 51Q: 3 clusters Score -3087645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -3087650.500000 Penalty: 4988.624023
	Iteration 52Q: 3 clusters Score -3087650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -3087657.250000 Penalty: 4988.624023
	Iteration 53Q: 3 clusters Score -3087657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -3087655.000000 Penalty: 4988.624023
	Iteration 54Q: 3 clusters Score -3087655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -3087658.000000 Penalty: 4988.624023
	Iteration 55Q: 3 clusters Score -3087658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -3087659.250000 Penalty: 4988.624023
	Iteration 56Q: 3 clusters Score -3087659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -3087656.500000 Penalty: 4988.624023
	Iteration 57Q: 3 clusters Score -3087656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -3087662.250000 Penalty: 4988.624023
	Iteration 58Q: 3 clusters Score -3087662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -3087664.750000 Penalty: 4988.624023
	Iteration 59Q: 3 clusters Score -3087665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -3087666.000000 Penalty: 4988.624023
	Iteration 60F: 3 clusters Score -3087666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3087659.500000 Penalty: 4988.624023
	Iteration 61Q: 3 clusters Score -3087660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -3087658.500000 Penalty: 4988.624023
	Iteration 62Q: 3 clusters Score -3087658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -3087656.500000 Penalty: 4988.624023
	Iteration 63Q: 3 clusters Score -3087656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -3087659.500000 Penalty: 4988.624023
	Iteration 64Q: 3 clusters Score -3087660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -3087663.500000 Penalty: 4988.624023
	Iteration 65Q: 3 clusters Score -3087664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -3087661.500000 Penalty: 4988.624023
	Iteration 66Q: 3 clusters Score -3087662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3087662.250000 Penalty: 4988.624023
	Iteration 67Q: 3 clusters Score -3087662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -3087662.000000 Penalty: 4988.624023
	Iteration 68Q: 3 clusters Score -3087662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3087663.250000 Penalty: 4988.624023
	Iteration 69Q: 3 clusters Score -3087663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -3087663.500000 Penalty: 4988.624023
	Iteration 70Q: 3 clusters Score -3087664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -3087661.250000 Penalty: 4988.624023
	Iteration 71Q: 3 clusters Score -3087661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -3087664.500000 Penalty: 4988.624023
	Iteration 72Q: 3 clusters Score -3087664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -3087661.250000 Penalty: 4988.624023
	Iteration 73Q: 3 clusters Score -3087661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -3087659.500000 Penalty: 4988.624023
	Iteration 74Q: 3 clusters Score -3087660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -3087660.750000 Penalty: 4988.624023
	Iteration 75Q: 3 clusters Score -3087661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3087662.750000 Penalty: 4988.624023
	Iteration 76Q: 3 clusters Score -3087663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -3087659.000000 Penalty: 4988.624023
	Iteration 77Q: 3 clusters Score -3087659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -3087662.750000 Penalty: 4988.624023
	Iteration 78Q: 3 clusters Score -3087663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -3087664.750000 Penalty: 4988.624023
	Iteration 79Q: 3 clusters Score -3087665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -3087662.500000 Penalty: 4988.624023
	Iteration 80F: 3 clusters Score -3087662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -3087664.750000 Penalty: 4988.624023
	Iteration 81Q: 3 clusters Score -3087665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -3087664.750000 Penalty: 4988.624023
	Iteration 82F: 3 clusters Score -3087665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (164913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164913 members 
Entering Unmasked Estep 
Score: -22804994.000000 Penalty: 2979.266846
	Iteration 0F: 2 clusters Score -2.280499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82211 members 
Mstep: Class 2 contains 82702 members 
Entering Unmasked Estep 
Score: -22696518.000000 Penalty: 5958.533691
	Iteration 0F: 3 clusters Score -2.269652e+07 nChanged 79026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79167 members 
Mstep: Class 2 contains 85746 members 
Entering Unmasked Estep 
Score: -22743032.000000 Penalty: 5958.533691
	Iteration 1F: 3 clusters Score -2.274303e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77155 members 
Mstep: Class 2 contains 87758 members 
Entering Unmasked Estep 
Score: -22744672.000000 Penalty: 5958.533691
	Iteration 2Q: 3 clusters Score -2.274467e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74157 members 
Mstep: Class 2 contains 90756 members 
Entering Unmasked Estep 
Score: -22746814.000000 Penalty: 5958.533691
	Iteration 3Q: 3 clusters Score -2.274681e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69754 members 
Mstep: Class 2 contains 95159 members 
Entering Unmasked Estep 
Score: -22749950.000000 Penalty: 5958.533691
	Iteration 4Q: 3 clusters Score -2.274995e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Mstep: Class 2 contains 101345 members 
Entering Unmasked Estep 
Score: -22754702.000000 Penalty: 5958.533691
	Iteration 5F: 3 clusters Score -2.27547e+07 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 109411 members 
Entering Unmasked Estep 
Score: -22761794.000000 Penalty: 5958.533691
	Iteration 6F: 3 clusters Score -2.276179e+07 nChanged 11085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 118806 members 
Entering Unmasked Estep 
Score: -22770654.000000 Penalty: 5958.533691
	Iteration 7F: 3 clusters Score -2.277065e+07 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 128247 members 
Entering Unmasked Estep 
Score: -22779310.000000 Penalty: 5958.533691
	Iteration 8F: 3 clusters Score -2.277931e+07 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 136218 members 
Entering Unmasked Estep 
Score: -22786190.000000 Penalty: 5958.533691
	Iteration 9F: 3 clusters Score -2.278619e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 142440 members 
Entering Unmasked Estep 
Score: -22791048.000000 Penalty: 5958.533691
	Iteration 10Q: 3 clusters Score -2.279105e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 147232 members 
Entering Unmasked Estep 
Score: -22794100.000000 Penalty: 5958.533691
	Iteration 11Q: 3 clusters Score -2.27941e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 150972 members 
Entering Unmasked Estep 
Score: -22796178.000000 Penalty: 5958.533691
	Iteration 12Q: 3 clusters Score -2.279618e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 153991 members 
Entering Unmasked Estep 
Score: -22797752.000000 Penalty: 5958.533691
	Iteration 13Q: 3 clusters Score -2.279775e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 156361 members 
Entering Unmasked Estep 
Score: -22798980.000000 Penalty: 5958.533691
	Iteration 14Q: 3 clusters Score -2.279898e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 158245 members 
Entering Unmasked Estep 
Score: -22799936.000000 Penalty: 5958.533691
	Iteration 15Q: 3 clusters Score -2.279994e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 159645 members 
Entering Unmasked Estep 
Score: -22800522.000000 Penalty: 5958.533691
	Iteration 16Q: 3 clusters Score -2.280052e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 160709 members 
Entering Unmasked Estep 
Score: -22801156.000000 Penalty: 5958.533691
	Iteration 17Q: 3 clusters Score -2.280116e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 161496 members 
Entering Unmasked Estep 
Score: -22801416.000000 Penalty: 5958.533691
	Iteration 18Q: 3 clusters Score -2.280142e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 162064 members 
Entering Unmasked Estep 
Score: -22801752.000000 Penalty: 5958.533691
	Iteration 19Q: 3 clusters Score -2.280175e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 162478 members 
Entering Unmasked Estep 
Score: -22801920.000000 Penalty: 5958.533691
	Iteration 20F: 3 clusters Score -2.280192e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 162744 members 
Entering Unmasked Estep 
Score: -22801974.000000 Penalty: 5958.533691
	Iteration 21Q: 3 clusters Score -2.280197e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 162950 members 
Entering Unmasked Estep 
Score: -22802086.000000 Penalty: 5958.533691
	Iteration 22Q: 3 clusters Score -2.280209e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 163098 members 
Entering Unmasked Estep 
Score: -22802140.000000 Penalty: 5958.533691
	Iteration 23Q: 3 clusters Score -2.280214e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 163218 members 
Entering Unmasked Estep 
Score: -22802246.000000 Penalty: 5958.533691
	Iteration 24Q: 3 clusters Score -2.280225e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 163312 members 
Entering Unmasked Estep 
Score: -22802250.000000 Penalty: 5958.533691
	Iteration 25Q: 3 clusters Score -2.280225e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 163380 members 
Entering Unmasked Estep 
Score: -22802306.000000 Penalty: 5958.533691
	Iteration 26Q: 3 clusters Score -2.280231e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 163424 members 
Entering Unmasked Estep 
Score: -22802324.000000 Penalty: 5958.533691
	Iteration 27Q: 3 clusters Score -2.280232e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 163470 members 
Entering Unmasked Estep 
Score: -22802342.000000 Penalty: 5958.533691
	Iteration 28Q: 3 clusters Score -2.280234e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 163507 members 
Entering Unmasked Estep 
Score: -22802362.000000 Penalty: 5958.533691
	Iteration 29Q: 3 clusters Score -2.280236e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 163540 members 
Entering Unmasked Estep 
Score: -22802378.000000 Penalty: 5958.533691
	Iteration 30Q: 3 clusters Score -2.280238e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 163567 members 
Entering Unmasked Estep 
Score: -22802382.000000 Penalty: 5958.533691
	Iteration 31Q: 3 clusters Score -2.280238e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 163600 members 
Entering Unmasked Estep 
Score: -22802388.000000 Penalty: 5958.533691
	Iteration 32Q: 3 clusters Score -2.280239e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 163623 members 
Entering Unmasked Estep 
Score: -22802432.000000 Penalty: 5958.533691
	Iteration 33Q: 3 clusters Score -2.280243e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 163642 members 
Entering Unmasked Estep 
Score: -22802430.000000 Penalty: 5958.533691
	Iteration 34Q: 3 clusters Score -2.280243e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 163659 members 
Entering Unmasked Estep 
Score: -22802448.000000 Penalty: 5958.533691
	Iteration 35Q: 3 clusters Score -2.280245e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 163675 members 
Entering Unmasked Estep 
Score: -22802430.000000 Penalty: 5958.533691
	Iteration 36Q: 3 clusters Score -2.280243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 163688 members 
Entering Unmasked Estep 
Score: -22802472.000000 Penalty: 5958.533691
	Iteration 37Q: 3 clusters Score -2.280247e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 163705 members 
Entering Unmasked Estep 
Score: -22802474.000000 Penalty: 5958.533691
	Iteration 38Q: 3 clusters Score -2.280247e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 163718 members 
Entering Unmasked Estep 
Score: -22802440.000000 Penalty: 5958.533691
	Iteration 39Q: 3 clusters Score -2.280244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 163723 members 
Entering Unmasked Estep 
Score: -22802452.000000 Penalty: 5958.533691
	Iteration 40F: 3 clusters Score -2.280245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 163728 members 
Entering Unmasked Estep 
Score: -22802440.000000 Penalty: 5958.533691
	Iteration 41Q: 3 clusters Score -2.280244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 163734 members 
Entering Unmasked Estep 
Score: -22802450.000000 Penalty: 5958.533691
	Iteration 42Q: 3 clusters Score -2.280245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 163740 members 
Entering Unmasked Estep 
Score: -22802450.000000 Penalty: 5958.533691
	Iteration 43Q: 3 clusters Score -2.280245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 163748 members 
Entering Unmasked Estep 
Score: -22802434.000000 Penalty: 5958.533691
	Iteration 44Q: 3 clusters Score -2.280243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 163752 members 
Entering Unmasked Estep 
Score: -22802438.000000 Penalty: 5958.533691
	Iteration 45Q: 3 clusters Score -2.280244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 163760 members 
Entering Unmasked Estep 
Score: -22802454.000000 Penalty: 5958.533691
	Iteration 46Q: 3 clusters Score -2.280245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 163763 members 
Entering Unmasked Estep 
Score: -22802464.000000 Penalty: 5958.533691
	Iteration 47Q: 3 clusters Score -2.280246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 163767 members 
Entering Unmasked Estep 
Score: -22802456.000000 Penalty: 5958.533691
	Iteration 48Q: 3 clusters Score -2.280246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 163768 members 
Entering Unmasked Estep 
Score: -22802442.000000 Penalty: 5958.533691
	Iteration 49Q: 3 clusters Score -2.280244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 163768 members 
Entering Unmasked Estep 
Score: -22802442.000000 Penalty: 5958.533691
	Iteration 50F: 3 clusters Score -2.280244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Entering Unmasked Estep 
Score: -2354298.250000 Penalty: 2413.135010
	Iteration 0F: 2 clusters Score -2354298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2342242.000000 Penalty: 4826.270020
	Iteration 0F: 3 clusters Score -2342242 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2346099.250000 Penalty: 4826.270020
	Iteration 1F: 3 clusters Score -2346099 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2346431.250000 Penalty: 4826.270020
	Iteration 2F: 3 clusters Score -2346431 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2346677.250000 Penalty: 4826.270020
	Iteration 3Q: 3 clusters Score -2346677 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2346861.000000 Penalty: 4826.270020
	Iteration 4Q: 3 clusters Score -2346861 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2347026.500000 Penalty: 4826.270020
	Iteration 5Q: 3 clusters Score -2347026 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2347182.000000 Penalty: 4826.270020
	Iteration 6Q: 3 clusters Score -2347182 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2347364.250000 Penalty: 4826.270020
	Iteration 7Q: 3 clusters Score -2347364 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2347603.000000 Penalty: 4826.270020
	Iteration 8Q: 3 clusters Score -2347603 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2347899.750000 Penalty: 4826.270020
	Iteration 9Q: 3 clusters Score -2347900 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2348289.750000 Penalty: 4826.270020
	Iteration 10Q: 3 clusters Score -2348290 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2348827.500000 Penalty: 4826.270020
	Iteration 11Q: 3 clusters Score -2348828 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2349529.250000 Penalty: 4826.270020
	Iteration 12F: 3 clusters Score -2349529 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2350309.000000 Penalty: 4826.270020
	Iteration 13F: 3 clusters Score -2350309 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2351010.250000 Penalty: 4826.270020
	Iteration 14Q: 3 clusters Score -2351010 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2351446.250000 Penalty: 4826.270020
	Iteration 15Q: 3 clusters Score -2351446 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2351762.500000 Penalty: 4826.270020
	Iteration 16Q: 3 clusters Score -2351762 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2351960.250000 Penalty: 4826.270020
	Iteration 17Q: 3 clusters Score -2351960 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2352048.750000 Penalty: 4826.270020
	Iteration 18Q: 3 clusters Score -2352049 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2352105.750000 Penalty: 4826.270020
	Iteration 19Q: 3 clusters Score -2352106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2352130.000000 Penalty: 4826.270020
	Iteration 20F: 3 clusters Score -2352130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2352148.000000 Penalty: 4826.270020
	Iteration 21Q: 3 clusters Score -2352148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2352167.750000 Penalty: 4826.270020
	Iteration 22Q: 3 clusters Score -2352168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2352194.000000 Penalty: 4826.270020
	Iteration 23Q: 3 clusters Score -2352194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2352207.250000 Penalty: 4826.270020
	Iteration 24Q: 3 clusters Score -2352207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2352211.250000 Penalty: 4826.270020
	Iteration 25Q: 3 clusters Score -2352211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2352217.750000 Penalty: 4826.270020
	Iteration 26Q: 3 clusters Score -2352218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2352226.500000 Penalty: 4826.270020
	Iteration 27Q: 3 clusters Score -2352226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2352228.250000 Penalty: 4826.270020
	Iteration 28Q: 3 clusters Score -2352228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2352231.500000 Penalty: 4826.270020
	Iteration 29Q: 3 clusters Score -2352232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2352236.500000 Penalty: 4826.270020
	Iteration 30Q: 3 clusters Score -2352236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2352235.000000 Penalty: 4826.270020
	Iteration 31Q: 3 clusters Score -2352235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2352237.750000 Penalty: 4826.270020
	Iteration 32Q: 3 clusters Score -2352238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2352237.750000 Penalty: 4826.270020
	Iteration 33F: 3 clusters Score -2352238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (141565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141565 members 
Entering Unmasked Estep 
Score: -19389176.000000 Penalty: 2941.407715
	Iteration 0F: 2 clusters Score -1.938918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71091 members 
Mstep: Class 2 contains 70474 members 
Entering Unmasked Estep 
Score: -19294362.000000 Penalty: 5882.815430
	Iteration 0F: 3 clusters Score -1.929436e+07 nChanged 67386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75261 members 
Mstep: Class 2 contains 66304 members 
Entering Unmasked Estep 
Score: -19334412.000000 Penalty: 5882.815430
	Iteration 1F: 3 clusters Score -1.933441e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 63556 members 
Entering Unmasked Estep 
Score: -19337276.000000 Penalty: 5882.815430
	Iteration 2Q: 3 clusters Score -1.933728e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82511 members 
Mstep: Class 2 contains 59054 members 
Entering Unmasked Estep 
Score: -19342346.000000 Penalty: 5882.815430
	Iteration 3F: 3 clusters Score -1.934235e+07 nChanged 10375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89328 members 
Mstep: Class 2 contains 52237 members 
Entering Unmasked Estep 
Score: -19349682.000000 Penalty: 5882.815430
	Iteration 4F: 3 clusters Score -1.934968e+07 nChanged 11945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98059 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -19359402.000000 Penalty: 5882.815430
	Iteration 5F: 3 clusters Score -1.93594e+07 nChanged 11312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106767 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -19369594.000000 Penalty: 5882.815430
	Iteration 6F: 3 clusters Score -1.936959e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113244 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -19376954.000000 Penalty: 5882.815430
	Iteration 7F: 3 clusters Score -1.937695e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117299 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -19381412.000000 Penalty: 5882.815430
	Iteration 8Q: 3 clusters Score -1.938141e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120049 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -19383734.000000 Penalty: 5882.815430
	Iteration 9Q: 3 clusters Score -1.938373e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122092 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -19385094.000000 Penalty: 5882.815430
	Iteration 10Q: 3 clusters Score -1.938509e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123713 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -19385950.000000 Penalty: 5882.815430
	Iteration 11Q: 3 clusters Score -1.938595e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125036 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -19386444.000000 Penalty: 5882.815430
	Iteration 12Q: 3 clusters Score -1.938644e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126207 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -19386818.000000 Penalty: 5882.815430
	Iteration 13Q: 3 clusters Score -1.938682e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127278 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -19387144.000000 Penalty: 5882.815430
	Iteration 14Q: 3 clusters Score -1.938714e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128198 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -19387428.000000 Penalty: 5882.815430
	Iteration 15Q: 3 clusters Score -1.938743e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129072 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -19387708.000000 Penalty: 5882.815430
	Iteration 16Q: 3 clusters Score -1.938771e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129862 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -19387864.000000 Penalty: 5882.815430
	Iteration 17Q: 3 clusters Score -1.938786e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130556 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -19388018.000000 Penalty: 5882.815430
	Iteration 18Q: 3 clusters Score -1.938802e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131172 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -19388138.000000 Penalty: 5882.815430
	Iteration 19Q: 3 clusters Score -1.938814e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131716 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -19388242.000000 Penalty: 5882.815430
	Iteration 20F: 3 clusters Score -1.938824e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132222 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -19388410.000000 Penalty: 5882.815430
	Iteration 21Q: 3 clusters Score -1.938841e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132667 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -19388440.000000 Penalty: 5882.815430
	Iteration 22Q: 3 clusters Score -1.938844e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133080 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -19388526.000000 Penalty: 5882.815430
	Iteration 23Q: 3 clusters Score -1.938853e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133470 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -19388526.000000 Penalty: 5882.815430
	Iteration 24Q: 3 clusters Score -1.938853e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133793 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -19388592.000000 Penalty: 5882.815430
	Iteration 25Q: 3 clusters Score -1.938859e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134077 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -19388634.000000 Penalty: 5882.815430
	Iteration 26Q: 3 clusters Score -1.938863e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134311 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -19388642.000000 Penalty: 5882.815430
	Iteration 27Q: 3 clusters Score -1.938864e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134567 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -19388724.000000 Penalty: 5882.815430
	Iteration 28Q: 3 clusters Score -1.938872e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134807 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -19388742.000000 Penalty: 5882.815430
	Iteration 29Q: 3 clusters Score -1.938874e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135014 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -19388734.000000 Penalty: 5882.815430
	Iteration 30Q: 3 clusters Score -1.938873e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135205 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -19388776.000000 Penalty: 5882.815430
	Iteration 31Q: 3 clusters Score -1.938878e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135383 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -19388804.000000 Penalty: 5882.815430
	Iteration 32Q: 3 clusters Score -1.93888e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135535 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -19388798.000000 Penalty: 5882.815430
	Iteration 33Q: 3 clusters Score -1.93888e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135668 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -19388802.000000 Penalty: 5882.815430
	Iteration 34Q: 3 clusters Score -1.93888e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135775 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -19388828.000000 Penalty: 5882.815430
	Iteration 35Q: 3 clusters Score -1.938883e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135871 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -19388872.000000 Penalty: 5882.815430
	Iteration 36Q: 3 clusters Score -1.938887e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135950 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -19388908.000000 Penalty: 5882.815430
	Iteration 37Q: 3 clusters Score -1.938891e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136010 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -19388928.000000 Penalty: 5882.815430
	Iteration 38Q: 3 clusters Score -1.938893e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136066 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -19388942.000000 Penalty: 5882.815430
	Iteration 39Q: 3 clusters Score -1.938894e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136102 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -19388932.000000 Penalty: 5882.815430
	Iteration 40F: 3 clusters Score -1.938893e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136131 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -19388918.000000 Penalty: 5882.815430
	Iteration 41Q: 3 clusters Score -1.938892e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136160 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -19388916.000000 Penalty: 5882.815430
	Iteration 42Q: 3 clusters Score -1.938892e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136190 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -19388906.000000 Penalty: 5882.815430
	Iteration 43Q: 3 clusters Score -1.938891e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136215 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -19388908.000000 Penalty: 5882.815430
	Iteration 44Q: 3 clusters Score -1.938891e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136240 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -19388896.000000 Penalty: 5882.815430
	Iteration 45Q: 3 clusters Score -1.93889e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136268 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -19388932.000000 Penalty: 5882.815430
	Iteration 46Q: 3 clusters Score -1.938893e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136297 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -19388922.000000 Penalty: 5882.815430
	Iteration 47Q: 3 clusters Score -1.938892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136317 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -19388920.000000 Penalty: 5882.815430
	Iteration 48Q: 3 clusters Score -1.938892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136331 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -19388924.000000 Penalty: 5882.815430
	Iteration 49Q: 3 clusters Score -1.938892e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136350 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -19388914.000000 Penalty: 5882.815430
	Iteration 50Q: 3 clusters Score -1.938891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136358 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -19388918.000000 Penalty: 5882.815430
	Iteration 51Q: 3 clusters Score -1.938892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136365 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -19388920.000000 Penalty: 5882.815430
	Iteration 52Q: 3 clusters Score -1.938892e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136373 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -19388918.000000 Penalty: 5882.815430
	Iteration 53Q: 3 clusters Score -1.938892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136380 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -19388914.000000 Penalty: 5882.815430
	Iteration 54Q: 3 clusters Score -1.938891e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136394 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -19388914.000000 Penalty: 5882.815430
	Iteration 55Q: 3 clusters Score -1.938891e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136414 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -19388930.000000 Penalty: 5882.815430
	Iteration 56Q: 3 clusters Score -1.938893e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136433 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -19388944.000000 Penalty: 5882.815430
	Iteration 57Q: 3 clusters Score -1.938894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136451 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -19388954.000000 Penalty: 5882.815430
	Iteration 58Q: 3 clusters Score -1.938895e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136467 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -19388948.000000 Penalty: 5882.815430
	Iteration 59Q: 3 clusters Score -1.938895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136479 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -19388946.000000 Penalty: 5882.815430
	Iteration 60F: 3 clusters Score -1.938895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136487 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -19388942.000000 Penalty: 5882.815430
	Iteration 61Q: 3 clusters Score -1.938894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136493 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -19388944.000000 Penalty: 5882.815430
	Iteration 62Q: 3 clusters Score -1.938894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136500 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -19388942.000000 Penalty: 5882.815430
	Iteration 63Q: 3 clusters Score -1.938894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136508 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -19388940.000000 Penalty: 5882.815430
	Iteration 64Q: 3 clusters Score -1.938894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136516 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -19388944.000000 Penalty: 5882.815430
	Iteration 65Q: 3 clusters Score -1.938894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136526 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -19388948.000000 Penalty: 5882.815430
	Iteration 66Q: 3 clusters Score -1.938895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136533 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -19388938.000000 Penalty: 5882.815430
	Iteration 67Q: 3 clusters Score -1.938894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136540 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -19388940.000000 Penalty: 5882.815430
	Iteration 68Q: 3 clusters Score -1.938894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136546 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -19388948.000000 Penalty: 5882.815430
	Iteration 69Q: 3 clusters Score -1.938895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136552 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -19388942.000000 Penalty: 5882.815430
	Iteration 70Q: 3 clusters Score -1.938894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136561 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -19388934.000000 Penalty: 5882.815430
	Iteration 71Q: 3 clusters Score -1.938893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136569 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -19388948.000000 Penalty: 5882.815430
	Iteration 72Q: 3 clusters Score -1.938895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136576 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -19388968.000000 Penalty: 5882.815430
	Iteration 73Q: 3 clusters Score -1.938897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136580 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -19388960.000000 Penalty: 5882.815430
	Iteration 74Q: 3 clusters Score -1.938896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136580 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -19388960.000000 Penalty: 5882.815430
	Iteration 75F: 3 clusters Score -1.938896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -59758.242188 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -59758.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -58313.542969 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -58313.54 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58622.937500 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -58622.94 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58866.410156 Penalty: 3098.068848
	Iteration 2F: 3 clusters Score -58866.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59054.464844 Penalty: 3098.068848
	Iteration 3F: 3 clusters Score -59054.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59293.937500 Penalty: 3098.068848
	Iteration 4F: 3 clusters Score -59293.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -59412.382812 Penalty: 3098.068848
	Iteration 5Q: 3 clusters Score -59412.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59476.027344 Penalty: 3098.068848
	Iteration 6Q: 3 clusters Score -59476.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -59557.953125 Penalty: 3098.068848
	Iteration 7Q: 3 clusters Score -59557.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -59601.632812 Penalty: 3098.068848
	Iteration 8Q: 3 clusters Score -59601.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -59645.156250 Penalty: 3098.068848
	Iteration 9Q: 3 clusters Score -59645.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59691.824219 Penalty: 3098.068848
	Iteration 10Q: 3 clusters Score -59691.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -59701.593750 Penalty: 3098.068848
	Iteration 11Q: 3 clusters Score -59701.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -59703.605469 Penalty: 3098.068848
	Iteration 12Q: 3 clusters Score -59703.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -59703.605469 Penalty: 3098.068848
	Iteration 13F: 3 clusters Score -59703.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -70582.835938 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -70582.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69016.117188 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -69016.12 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -69333.085938 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -69333.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -69537.453125 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -69537.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -69766.109375 Penalty: 3169.559326
	Iteration 3F: 3 clusters Score -69766.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -69885.125000 Penalty: 3169.559326
	Iteration 4F: 3 clusters Score -69885.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -70015.453125 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -70015.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -70069.281250 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -70069.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -70093.531250 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -70093.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -70098.000000 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -70098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -70102.968750 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -70102.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -70107.703125 Penalty: 3169.559326
	Iteration 10Q: 3 clusters Score -70107.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -70107.703125 Penalty: 3169.559326
	Iteration 11F: 3 clusters Score -70107.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Entering Unmasked Estep 
Score: -5564636.000000 Penalty: 2627.847656
	Iteration 0F: 2 clusters Score -5564636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -5537550.000000 Penalty: 5255.695312
	Iteration 0F: 3 clusters Score -5537550 nChanged 18229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -5547374.500000 Penalty: 5255.695312
	Iteration 1F: 3 clusters Score -5547374 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -5547957.500000 Penalty: 5255.695312
	Iteration 2Q: 3 clusters Score -5547958 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -5548623.500000 Penalty: 5255.695312
	Iteration 3Q: 3 clusters Score -5548624 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -5549366.500000 Penalty: 5255.695312
	Iteration 4Q: 3 clusters Score -5549366 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -5550448.500000 Penalty: 5255.695312
	Iteration 5F: 3 clusters Score -5550448 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -5552067.500000 Penalty: 5255.695312
	Iteration 6F: 3 clusters Score -5552068 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -5554453.000000 Penalty: 5255.695312
	Iteration 7F: 3 clusters Score -5554453 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -5557447.500000 Penalty: 5255.695312
	Iteration 8F: 3 clusters Score -5557448 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5560007.500000 Penalty: 5255.695312
	Iteration 9F: 3 clusters Score -5560008 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5561354.500000 Penalty: 5255.695312
	Iteration 10Q: 3 clusters Score -5561354 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5561862.500000 Penalty: 5255.695312
	Iteration 11Q: 3 clusters Score -5561862 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5562097.000000 Penalty: 5255.695312
	Iteration 12Q: 3 clusters Score -5562097 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5562191.500000 Penalty: 5255.695312
	Iteration 13Q: 3 clusters Score -5562192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5562224.000000 Penalty: 5255.695312
	Iteration 14Q: 3 clusters Score -5562224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5562243.000000 Penalty: 5255.695312
	Iteration 15Q: 3 clusters Score -5562243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5562260.000000 Penalty: 5255.695312
	Iteration 16Q: 3 clusters Score -5562260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5562273.500000 Penalty: 5255.695312
	Iteration 17Q: 3 clusters Score -5562274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5562288.500000 Penalty: 5255.695312
	Iteration 18Q: 3 clusters Score -5562288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5562298.000000 Penalty: 5255.695312
	Iteration 19Q: 3 clusters Score -5562298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5562301.500000 Penalty: 5255.695312
	Iteration 20F: 3 clusters Score -5562302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5562307.000000 Penalty: 5255.695312
	Iteration 21Q: 3 clusters Score -5562307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5562315.500000 Penalty: 5255.695312
	Iteration 22Q: 3 clusters Score -5562316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5562320.500000 Penalty: 5255.695312
	Iteration 23Q: 3 clusters Score -5562320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5562319.500000 Penalty: 5255.695312
	Iteration 24Q: 3 clusters Score -5562320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5562319.000000 Penalty: 5255.695312
	Iteration 25Q: 3 clusters Score -5562319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5562319.000000 Penalty: 5255.695312
	Iteration 26F: 3 clusters Score -5562319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (60786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60786 members 
Entering Unmasked Estep 
Score: -8418185.000000 Penalty: 2731.748535
	Iteration 0F: 2 clusters Score -8418185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -8377223.500000 Penalty: 5463.497070
	Iteration 0F: 3 clusters Score -8377224 nChanged 28315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -8393394.000000 Penalty: 5463.497070
	Iteration 1F: 3 clusters Score -8393394 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -8393992.000000 Penalty: 5463.497070
	Iteration 2Q: 3 clusters Score -8393992 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -8394569.000000 Penalty: 5463.497070
	Iteration 3Q: 3 clusters Score -8394569 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -8395073.000000 Penalty: 5463.497070
	Iteration 4Q: 3 clusters Score -8395073 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -8395612.000000 Penalty: 5463.497070
	Iteration 5Q: 3 clusters Score -8395612 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -8396224.000000 Penalty: 5463.497070
	Iteration 6Q: 3 clusters Score -8396224 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -8396831.000000 Penalty: 5463.497070
	Iteration 7Q: 3 clusters Score -8396831 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -8397461.000000 Penalty: 5463.497070
	Iteration 8Q: 3 clusters Score -8397461 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -8398410.000000 Penalty: 5463.497070
	Iteration 9Q: 3 clusters Score -8398410 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -8399619.000000 Penalty: 5463.497070
	Iteration 10Q: 3 clusters Score -8399619 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -8401204.000000 Penalty: 5463.497070
	Iteration 11Q: 3 clusters Score -8401204 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -8403332.000000 Penalty: 5463.497070
	Iteration 12Q: 3 clusters Score -8403332 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -8405594.000000 Penalty: 5463.497070
	Iteration 13Q: 3 clusters Score -8405594 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -8407708.000000 Penalty: 5463.497070
	Iteration 14Q: 3 clusters Score -8407708 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -8409408.000000 Penalty: 5463.497070
	Iteration 15Q: 3 clusters Score -8409408 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -8410608.000000 Penalty: 5463.497070
	Iteration 16Q: 3 clusters Score -8410608 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52476 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -8411549.000000 Penalty: 5463.497070
	Iteration 17Q: 3 clusters Score -8411549 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -8412283.000000 Penalty: 5463.497070
	Iteration 18Q: 3 clusters Score -8412283 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -8412875.000000 Penalty: 5463.497070
	Iteration 19Q: 3 clusters Score -8412875 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -8413405.000000 Penalty: 5463.497070
	Iteration 20F: 3 clusters Score -8413405 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56128 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -8413873.000000 Penalty: 5463.497070
	Iteration 21Q: 3 clusters Score -8413873 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -8414187.000000 Penalty: 5463.497070
	Iteration 22Q: 3 clusters Score -8414187 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57281 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -8414455.000000 Penalty: 5463.497070
	Iteration 23Q: 3 clusters Score -8414455 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57709 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -8414700.000000 Penalty: 5463.497070
	Iteration 24Q: 3 clusters Score -8414700 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58101 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -8414915.000000 Penalty: 5463.497070
	Iteration 25Q: 3 clusters Score -8414915 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58433 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -8415126.000000 Penalty: 5463.497070
	Iteration 26Q: 3 clusters Score -8415126 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8415279.000000 Penalty: 5463.497070
	Iteration 27Q: 3 clusters Score -8415279 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -8415401.000000 Penalty: 5463.497070
	Iteration 28Q: 3 clusters Score -8415401 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59076 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -8415475.000000 Penalty: 5463.497070
	Iteration 29Q: 3 clusters Score -8415475 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -8415522.000000 Penalty: 5463.497070
	Iteration 30Q: 3 clusters Score -8415522 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -8415561.000000 Penalty: 5463.497070
	Iteration 31Q: 3 clusters Score -8415561 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -8415606.000000 Penalty: 5463.497070
	Iteration 32Q: 3 clusters Score -8415606 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8415642.000000 Penalty: 5463.497070
	Iteration 33Q: 3 clusters Score -8415642 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59469 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8415660.000000 Penalty: 5463.497070
	Iteration 34Q: 3 clusters Score -8415660 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -8415681.000000 Penalty: 5463.497070
	Iteration 35Q: 3 clusters Score -8415681 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59545 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -8415701.000000 Penalty: 5463.497070
	Iteration 36Q: 3 clusters Score -8415701 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -8415716.000000 Penalty: 5463.497070
	Iteration 37Q: 3 clusters Score -8415716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59631 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8415739.000000 Penalty: 5463.497070
	Iteration 38Q: 3 clusters Score -8415739 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8415769.000000 Penalty: 5463.497070
	Iteration 39Q: 3 clusters Score -8415769 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8415785.000000 Penalty: 5463.497070
	Iteration 40F: 3 clusters Score -8415785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59715 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -8415786.000000 Penalty: 5463.497070
	Iteration 41Q: 3 clusters Score -8415786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59739 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8415792.000000 Penalty: 5463.497070
	Iteration 42Q: 3 clusters Score -8415792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8415804.000000 Penalty: 5463.497070
	Iteration 43Q: 3 clusters Score -8415804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8415818.000000 Penalty: 5463.497070
	Iteration 44Q: 3 clusters Score -8415818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8415844.000000 Penalty: 5463.497070
	Iteration 45Q: 3 clusters Score -8415844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8415851.000000 Penalty: 5463.497070
	Iteration 46Q: 3 clusters Score -8415851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59827 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8415855.000000 Penalty: 5463.497070
	Iteration 47Q: 3 clusters Score -8415855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59849 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8415865.000000 Penalty: 5463.497070
	Iteration 48Q: 3 clusters Score -8415865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59862 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8415865.000000 Penalty: 5463.497070
	Iteration 49Q: 3 clusters Score -8415865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59870 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8415872.000000 Penalty: 5463.497070
	Iteration 50Q: 3 clusters Score -8415872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59884 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8415880.000000 Penalty: 5463.497070
	Iteration 51Q: 3 clusters Score -8415880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59885 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8415899.000000 Penalty: 5463.497070
	Iteration 52Q: 3 clusters Score -8415899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59886 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8415904.000000 Penalty: 5463.497070
	Iteration 53Q: 3 clusters Score -8415904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59892 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8415895.000000 Penalty: 5463.497070
	Iteration 54Q: 3 clusters Score -8415895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8415891.000000 Penalty: 5463.497070
	Iteration 55Q: 3 clusters Score -8415891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8415890.000000 Penalty: 5463.497070
	Iteration 56Q: 3 clusters Score -8415890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59892 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8415890.000000 Penalty: 5463.497070
	Iteration 57Q: 3 clusters Score -8415890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8415893.000000 Penalty: 5463.497070
	Iteration 58Q: 3 clusters Score -8415893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8415893.000000 Penalty: 5463.497070
	Iteration 59F: 3 clusters Score -8415893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Entering Unmasked Estep 
Score: -3225064.250000 Penalty: 2490.995361
	Iteration 0F: 2 clusters Score -3225064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -3209077.000000 Penalty: 4981.990723
	Iteration 0F: 3 clusters Score -3209077 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -3214597.500000 Penalty: 4981.990723
	Iteration 1F: 3 clusters Score -3214598 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -3215040.250000 Penalty: 4981.990723
	Iteration 2F: 3 clusters Score -3215040 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3215469.500000 Penalty: 4981.990723
	Iteration 3Q: 3 clusters Score -3215470 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -3215992.750000 Penalty: 4981.990723
	Iteration 4Q: 3 clusters Score -3215993 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -3216731.750000 Penalty: 4981.990723
	Iteration 5F: 3 clusters Score -3216732 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -3217881.750000 Penalty: 4981.990723
	Iteration 6F: 3 clusters Score -3217882 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3219509.000000 Penalty: 4981.990723
	Iteration 7F: 3 clusters Score -3219509 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3221175.250000 Penalty: 4981.990723
	Iteration 8F: 3 clusters Score -3221175 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3222401.750000 Penalty: 4981.990723
	Iteration 9Q: 3 clusters Score -3222402 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3223055.500000 Penalty: 4981.990723
	Iteration 10Q: 3 clusters Score -3223056 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3223373.500000 Penalty: 4981.990723
	Iteration 11Q: 3 clusters Score -3223374 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3223538.000000 Penalty: 4981.990723
	Iteration 12Q: 3 clusters Score -3223538 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3223602.000000 Penalty: 4981.990723
	Iteration 13Q: 3 clusters Score -3223602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3223627.500000 Penalty: 4981.990723
	Iteration 14Q: 3 clusters Score -3223628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3223647.250000 Penalty: 4981.990723
	Iteration 15Q: 3 clusters Score -3223647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3223654.000000 Penalty: 4981.990723
	Iteration 16Q: 3 clusters Score -3223654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3223659.750000 Penalty: 4981.990723
	Iteration 17Q: 3 clusters Score -3223660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3223664.250000 Penalty: 4981.990723
	Iteration 18Q: 3 clusters Score -3223664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3223665.250000 Penalty: 4981.990723
	Iteration 19Q: 3 clusters Score -3223665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3223668.250000 Penalty: 4981.990723
	Iteration 20F: 3 clusters Score -3223668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3223672.500000 Penalty: 4981.990723
	Iteration 21Q: 3 clusters Score -3223672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3223673.500000 Penalty: 4981.990723
	Iteration 22Q: 3 clusters Score -3223674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3223673.500000 Penalty: 4981.990723
	Iteration 23F: 3 clusters Score -3223674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (229224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229224 members 
Entering Unmasked Estep 
Score: -31363868.000000 Penalty: 3060.928711
	Iteration 0F: 2 clusters Score -3.136387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114692 members 
Mstep: Class 2 contains 114532 members 
Entering Unmasked Estep 
Score: -31228354.000000 Penalty: 6121.857422
	Iteration 0F: 3 clusters Score -3.122835e+07 nChanged 110566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115410 members 
Mstep: Class 2 contains 113814 members 
Entering Unmasked Estep 
Score: -31293434.000000 Penalty: 6121.857422
	Iteration 1F: 3 clusters Score -3.129343e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115954 members 
Mstep: Class 2 contains 113270 members 
Entering Unmasked Estep 
Score: -31294492.000000 Penalty: 6121.857422
	Iteration 2Q: 3 clusters Score -3.129449e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116673 members 
Mstep: Class 2 contains 112551 members 
Entering Unmasked Estep 
Score: -31295414.000000 Penalty: 6121.857422
	Iteration 3Q: 3 clusters Score -3.129541e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117904 members 
Mstep: Class 2 contains 111320 members 
Entering Unmasked Estep 
Score: -31296664.000000 Penalty: 6121.857422
	Iteration 4Q: 3 clusters Score -3.129666e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119865 members 
Mstep: Class 2 contains 109359 members 
Entering Unmasked Estep 
Score: -31298064.000000 Penalty: 6121.857422
	Iteration 5Q: 3 clusters Score -3.129806e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122761 members 
Mstep: Class 2 contains 106463 members 
Entering Unmasked Estep 
Score: -31300018.000000 Penalty: 6121.857422
	Iteration 6Q: 3 clusters Score -3.130002e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127090 members 
Mstep: Class 2 contains 102134 members 
Entering Unmasked Estep 
Score: -31302750.000000 Penalty: 6121.857422
	Iteration 7Q: 3 clusters Score -3.130275e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133492 members 
Mstep: Class 2 contains 95732 members 
Entering Unmasked Estep 
Score: -31306676.000000 Penalty: 6121.857422
	Iteration 8Q: 3 clusters Score -3.130668e+07 nChanged 11012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142584 members 
Mstep: Class 2 contains 86640 members 
Entering Unmasked Estep 
Score: -31312708.000000 Penalty: 6121.857422
	Iteration 9Q: 3 clusters Score -3.131271e+07 nChanged 13354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154744 members 
Mstep: Class 2 contains 74480 members 
Entering Unmasked Estep 
Score: -31322504.000000 Penalty: 6121.857422
	Iteration 10F: 3 clusters Score -3.13225e+07 nChanged 14902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168760 members 
Mstep: Class 2 contains 60464 members 
Entering Unmasked Estep 
Score: -31333904.000000 Penalty: 6121.857422
	Iteration 11F: 3 clusters Score -3.13339e+07 nChanged 13989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181753 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -31342352.000000 Penalty: 6121.857422
	Iteration 12F: 3 clusters Score -3.134235e+07 nChanged 11369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192074 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -31347138.000000 Penalty: 6121.857422
	Iteration 13Q: 3 clusters Score -3.134714e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199723 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -31349676.000000 Penalty: 6121.857422
	Iteration 14Q: 3 clusters Score -3.134968e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205464 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -31351592.000000 Penalty: 6121.857422
	Iteration 15Q: 3 clusters Score -3.135159e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209822 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -31352968.000000 Penalty: 6121.857422
	Iteration 16Q: 3 clusters Score -3.135297e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213170 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -31353886.000000 Penalty: 6121.857422
	Iteration 17Q: 3 clusters Score -3.135389e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215826 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -31354726.000000 Penalty: 6121.857422
	Iteration 18Q: 3 clusters Score -3.135473e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218010 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -31355740.000000 Penalty: 6121.857422
	Iteration 19Q: 3 clusters Score -3.135574e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219757 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -31356526.000000 Penalty: 6121.857422
	Iteration 20F: 3 clusters Score -3.135653e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221213 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -31357258.000000 Penalty: 6121.857422
	Iteration 21Q: 3 clusters Score -3.135726e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222355 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -31357558.000000 Penalty: 6121.857422
	Iteration 22Q: 3 clusters Score -3.135756e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223217 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -31358060.000000 Penalty: 6121.857422
	Iteration 23Q: 3 clusters Score -3.135806e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223898 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -31358384.000000 Penalty: 6121.857422
	Iteration 24Q: 3 clusters Score -3.135838e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224444 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -31358642.000000 Penalty: 6121.857422
	Iteration 25Q: 3 clusters Score -3.135864e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224903 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -31358976.000000 Penalty: 6121.857422
	Iteration 26Q: 3 clusters Score -3.135898e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225271 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -31359168.000000 Penalty: 6121.857422
	Iteration 27Q: 3 clusters Score -3.135917e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225554 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -31359388.000000 Penalty: 6121.857422
	Iteration 28Q: 3 clusters Score -3.135939e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225806 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -31359486.000000 Penalty: 6121.857422
	Iteration 29Q: 3 clusters Score -3.135949e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225991 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -31359594.000000 Penalty: 6121.857422
	Iteration 30Q: 3 clusters Score -3.135959e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226158 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -31359702.000000 Penalty: 6121.857422
	Iteration 31Q: 3 clusters Score -3.13597e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226302 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -31359858.000000 Penalty: 6121.857422
	Iteration 32Q: 3 clusters Score -3.135986e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226398 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -31359920.000000 Penalty: 6121.857422
	Iteration 33Q: 3 clusters Score -3.135992e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226485 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -31359958.000000 Penalty: 6121.857422
	Iteration 34Q: 3 clusters Score -3.135996e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226569 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -31360004.000000 Penalty: 6121.857422
	Iteration 35Q: 3 clusters Score -3.136e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226643 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -31360038.000000 Penalty: 6121.857422
	Iteration 36Q: 3 clusters Score -3.136004e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226717 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -31360078.000000 Penalty: 6121.857422
	Iteration 37Q: 3 clusters Score -3.136008e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226795 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -31360184.000000 Penalty: 6121.857422
	Iteration 38Q: 3 clusters Score -3.136018e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226847 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -31360234.000000 Penalty: 6121.857422
	Iteration 39Q: 3 clusters Score -3.136023e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226887 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -31360262.000000 Penalty: 6121.857422
	Iteration 40F: 3 clusters Score -3.136026e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226923 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -31360270.000000 Penalty: 6121.857422
	Iteration 41Q: 3 clusters Score -3.136027e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226952 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -31360262.000000 Penalty: 6121.857422
	Iteration 42Q: 3 clusters Score -3.136026e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226974 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -31360278.000000 Penalty: 6121.857422
	Iteration 43Q: 3 clusters Score -3.136028e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227004 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -31360276.000000 Penalty: 6121.857422
	Iteration 44Q: 3 clusters Score -3.136028e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227033 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -31360294.000000 Penalty: 6121.857422
	Iteration 45Q: 3 clusters Score -3.136029e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227056 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -31360334.000000 Penalty: 6121.857422
	Iteration 46Q: 3 clusters Score -3.136033e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227071 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -31360340.000000 Penalty: 6121.857422
	Iteration 47Q: 3 clusters Score -3.136034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227083 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -31360348.000000 Penalty: 6121.857422
	Iteration 48Q: 3 clusters Score -3.136035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227092 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -31360362.000000 Penalty: 6121.857422
	Iteration 49Q: 3 clusters Score -3.136036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227101 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -31360358.000000 Penalty: 6121.857422
	Iteration 50Q: 3 clusters Score -3.136036e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227112 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -31360356.000000 Penalty: 6121.857422
	Iteration 51Q: 3 clusters Score -3.136036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227117 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -31360356.000000 Penalty: 6121.857422
	Iteration 52Q: 3 clusters Score -3.136036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227125 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -31360362.000000 Penalty: 6121.857422
	Iteration 53Q: 3 clusters Score -3.136036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227129 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -31360364.000000 Penalty: 6121.857422
	Iteration 54Q: 3 clusters Score -3.136036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227131 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -31360376.000000 Penalty: 6121.857422
	Iteration 55Q: 3 clusters Score -3.136038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227133 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -31360370.000000 Penalty: 6121.857422
	Iteration 56Q: 3 clusters Score -3.136037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227133 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -31360370.000000 Penalty: 6121.857422
	Iteration 57F: 3 clusters Score -3.136037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -274792.875000 Penalty: 1903.074585
	Iteration 0F: 2 clusters Score -274792.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -272095.687500 Penalty: 3806.149170
	Iteration 0F: 3 clusters Score -272095.7 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -272689.812500 Penalty: 3806.149170
	Iteration 1F: 3 clusters Score -272689.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -272954.531250 Penalty: 3806.149170
	Iteration 2F: 3 clusters Score -272954.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -273218.593750 Penalty: 3806.149170
	Iteration 3F: 3 clusters Score -273218.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -273499.812500 Penalty: 3806.149170
	Iteration 4F: 3 clusters Score -273499.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -273858.531250 Penalty: 3806.149170
	Iteration 5F: 3 clusters Score -273858.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -274256.031250 Penalty: 3806.149170
	Iteration 6F: 3 clusters Score -274256 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -274569.312500 Penalty: 3806.149170
	Iteration 7F: 3 clusters Score -274569.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -274653.625000 Penalty: 3806.149170
	Iteration 8Q: 3 clusters Score -274653.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -274686.093750 Penalty: 3806.149170
	Iteration 9Q: 3 clusters Score -274686.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -274711.500000 Penalty: 3806.149170
	Iteration 10Q: 3 clusters Score -274711.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -274726.312500 Penalty: 3806.149170
	Iteration 11Q: 3 clusters Score -274726.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -274731.281250 Penalty: 3806.149170
	Iteration 12Q: 3 clusters Score -274731.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -274733.062500 Penalty: 3806.149170
	Iteration 13Q: 3 clusters Score -274733.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -274735.218750 Penalty: 3806.149170
	Iteration 14Q: 3 clusters Score -274735.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -274737.187500 Penalty: 3806.149170
	Iteration 15Q: 3 clusters Score -274737.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -274741.093750 Penalty: 3806.149170
	Iteration 16Q: 3 clusters Score -274741.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -274741.156250 Penalty: 3806.149170
	Iteration 17Q: 3 clusters Score -274741.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -274741.156250 Penalty: 3806.149170
	Iteration 18F: 3 clusters Score -274741.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Entering Unmasked Estep 
Score: -2557989.000000 Penalty: 2433.043457
	Iteration 0F: 2 clusters Score -2557989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2544990.000000 Penalty: 4866.086914
	Iteration 0F: 3 clusters Score -2544990 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2549320.500000 Penalty: 4866.086914
	Iteration 1F: 3 clusters Score -2549320 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2549682.250000 Penalty: 4866.086914
	Iteration 2F: 3 clusters Score -2549682 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2549953.750000 Penalty: 4866.086914
	Iteration 3Q: 3 clusters Score -2549954 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2550217.500000 Penalty: 4866.086914
	Iteration 4Q: 3 clusters Score -2550218 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2550448.250000 Penalty: 4866.086914
	Iteration 5Q: 3 clusters Score -2550448 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2550710.000000 Penalty: 4866.086914
	Iteration 6Q: 3 clusters Score -2550710 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2551003.000000 Penalty: 4866.086914
	Iteration 7Q: 3 clusters Score -2551003 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2551395.000000 Penalty: 4866.086914
	Iteration 8Q: 3 clusters Score -2551395 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2551940.500000 Penalty: 4866.086914
	Iteration 9Q: 3 clusters Score -2551940 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2552612.250000 Penalty: 4866.086914
	Iteration 10F: 3 clusters Score -2552612 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2553388.750000 Penalty: 4866.086914
	Iteration 11F: 3 clusters Score -2553389 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2554164.500000 Penalty: 4866.086914
	Iteration 12F: 3 clusters Score -2554164 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2554796.500000 Penalty: 4866.086914
	Iteration 13Q: 3 clusters Score -2554796 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2555215.000000 Penalty: 4866.086914
	Iteration 14Q: 3 clusters Score -2555215 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2555484.750000 Penalty: 4866.086914
	Iteration 15Q: 3 clusters Score -2555485 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2555637.000000 Penalty: 4866.086914
	Iteration 16Q: 3 clusters Score -2555637 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2555729.750000 Penalty: 4866.086914
	Iteration 17Q: 3 clusters Score -2555730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2555788.500000 Penalty: 4866.086914
	Iteration 18Q: 3 clusters Score -2555788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2555832.750000 Penalty: 4866.086914
	Iteration 19Q: 3 clusters Score -2555833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2555867.000000 Penalty: 4866.086914
	Iteration 20F: 3 clusters Score -2555867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2555879.500000 Penalty: 4866.086914
	Iteration 21Q: 3 clusters Score -2555880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2555889.500000 Penalty: 4866.086914
	Iteration 22Q: 3 clusters Score -2555890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2555891.250000 Penalty: 4866.086914
	Iteration 23Q: 3 clusters Score -2555891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2555898.000000 Penalty: 4866.086914
	Iteration 24Q: 3 clusters Score -2555898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2555900.250000 Penalty: 4866.086914
	Iteration 25Q: 3 clusters Score -2555900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2555904.500000 Penalty: 4866.086914
	Iteration 26Q: 3 clusters Score -2555904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2555907.250000 Penalty: 4866.086914
	Iteration 27Q: 3 clusters Score -2555907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2555906.250000 Penalty: 4866.086914
	Iteration 28Q: 3 clusters Score -2555906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2555907.250000 Penalty: 4866.086914
	Iteration 29Q: 3 clusters Score -2555907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2555907.750000 Penalty: 4866.086914
	Iteration 30Q: 3 clusters Score -2555908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2555907.750000 Penalty: 4866.086914
	Iteration 31F: 3 clusters Score -2555908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 82431 members 
Mstep: Class 4 contains 5023 members 
Mstep: Class 8 contains 49623 members 
Mstep: Class 9 contains 23335 members 
Mstep: Class 10 contains 164913 members 
Mstep: Class 11 contains 16821 members 
Mstep: Class 12 contains 141565 members 
Mstep: Class 13 contains 516 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 16 contains 39981 members 
Mstep: Class 17 contains 60786 members 
Mstep: Class 18 contains 23025 members 
Mstep: Class 19 contains 229224 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 18227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116058384.000000 Penalty: 50824.945312
Iteration 39Q: 16 clusters Score -1.160584e+08 nChanged 12694
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 82277 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 8 contains 49825 members 
Mstep: Class 9 contains 23161 members 
Mstep: Class 10 contains 170592 members 
Mstep: Class 11 contains 16757 members 
Mstep: Class 12 contains 138619 members 
Mstep: Class 13 contains 517 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 16 contains 40134 members 
Mstep: Class 17 contains 59888 members 
Mstep: Class 18 contains 23097 members 
Mstep: Class 19 contains 226971 members 
Mstep: Class 20 contains 2154 members 
Mstep: Class 21 contains 18778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116059120.000000 Penalty: 50824.945312
Iteration 40F: 16 clusters Score -1.160591e+08 nChanged 14251
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 82173 members 
Mstep: Class 4 contains 4713 members 
Mstep: Class 8 contains 49983 members 
Mstep: Class 9 contains 22959 members 
Mstep: Class 10 contains 176922 members 
Mstep: Class 11 contains 16903 members 
Mstep: Class 12 contains 134447 members 
Mstep: Class 13 contains 519 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 16 contains 40263 members 
Mstep: Class 17 contains 58942 members 
Mstep: Class 18 contains 23246 members 
Mstep: Class 19 contains 224929 members 
Mstep: Class 20 contains 2155 members 
Mstep: Class 21 contains 19467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116059240.000000 Penalty: 50824.945312
Iteration 41Q: 16 clusters Score -1.160592e+08 nChanged 15424
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 82275 members 
Mstep: Class 4 contains 4588 members 
Mstep: Class 8 contains 50150 members 
Mstep: Class 9 contains 22793 members 
Mstep: Class 10 contains 183376 members 
Mstep: Class 11 contains 17018 members 
Mstep: Class 12 contains 129466 members 
Mstep: Class 13 contains 521 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 40420 members 
Mstep: Class 17 contains 57934 members 
Mstep: Class 18 contains 23446 members 
Mstep: Class 19 contains 223203 members 
Mstep: Class 20 contains 2156 members 
Mstep: Class 21 contains 20276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116058752.000000 Penalty: 50824.945312
Iteration 42Q: 16 clusters Score -1.160588e+08 nChanged 16154
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 82511 members 
Mstep: Class 4 contains 4465 members 
Mstep: Class 8 contains 50307 members 
Mstep: Class 9 contains 22620 members 
Mstep: Class 10 contains 189722 members 
Mstep: Class 11 contains 17105 members 
Mstep: Class 12 contains 123963 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 40559 members 
Mstep: Class 17 contains 56893 members 
Mstep: Class 18 contains 23751 members 
Mstep: Class 19 contains 221864 members 
Mstep: Class 20 contains 2155 members 
Mstep: Class 21 contains 21184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116057616.000000 Penalty: 50824.945312
Iteration 43Q: 16 clusters Score -1.160576e+08 nChanged 16705
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 83082 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 8 contains 50416 members 
Mstep: Class 9 contains 22457 members 
Mstep: Class 10 contains 195568 members 
Mstep: Class 11 contains 17194 members 
Mstep: Class 12 contains 117826 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 40753 members 
Mstep: Class 17 contains 55918 members 
Mstep: Class 18 contains 24140 members 
Mstep: Class 19 contains 221058 members 
Mstep: Class 20 contains 2154 members 
Mstep: Class 21 contains 22168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055776.000000 Penalty: 50824.945312
Iteration 44Q: 16 clusters Score -1.160558e+08 nChanged 17130
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 83923 members 
Mstep: Class 4 contains 4275 members 
Mstep: Class 8 contains 50535 members 
Mstep: Class 9 contains 22359 members 
Mstep: Class 10 contains 200763 members 
Mstep: Class 11 contains 17324 members 
Mstep: Class 12 contains 111173 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 40968 members 
Mstep: Class 17 contains 55028 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 220688 members 
Mstep: Class 20 contains 2153 members 
Mstep: Class 21 contains 23272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053736.000000 Penalty: 50824.945312
Iteration 45Q: 16 clusters Score -1.160537e+08 nChanged 17259
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 85178 members 
Mstep: Class 4 contains 4202 members 
Mstep: Class 8 contains 50665 members 
Mstep: Class 9 contains 22257 members 
Mstep: Class 10 contains 204732 members 
Mstep: Class 11 contains 17467 members 
Mstep: Class 12 contains 104602 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 41263 members 
Mstep: Class 17 contains 54197 members 
Mstep: Class 18 contains 25254 members 
Mstep: Class 19 contains 220680 members 
Mstep: Class 20 contains 2154 members 
Mstep: Class 21 contains 24448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116051256.000000 Penalty: 50824.945312
Iteration 46Q: 16 clusters Score -1.160513e+08 nChanged 17207
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 86781 members 
Mstep: Class 4 contains 4150 members 
Mstep: Class 8 contains 50781 members 
Mstep: Class 9 contains 22170 members 
Mstep: Class 10 contains 207143 members 
Mstep: Class 11 contains 17658 members 
Mstep: Class 12 contains 98768 members 
Mstep: Class 13 contains 522 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 41636 members 
Mstep: Class 17 contains 53466 members 
Mstep: Class 18 contains 25957 members 
Mstep: Class 19 contains 220716 members 
Mstep: Class 20 contains 2154 members 
Mstep: Class 21 contains 25720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116048768.000000 Penalty: 50824.945312
Iteration 47Q: 16 clusters Score -1.160488e+08 nChanged 16762
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 88657 members 
Mstep: Class 4 contains 4113 members 
Mstep: Class 8 contains 50874 members 
Mstep: Class 9 contains 22089 members 
Mstep: Class 10 contains 207999 members 
Mstep: Class 11 contains 17883 members 
Mstep: Class 12 contains 93803 members 
Mstep: Class 13 contains 522 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 42096 members 
Mstep: Class 17 contains 52825 members 
Mstep: Class 18 contains 26829 members 
Mstep: Class 19 contains 220765 members 
Mstep: Class 20 contains 2155 members 
Mstep: Class 21 contains 27012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116047056.000000 Penalty: 50824.945312
Iteration 48Q: 16 clusters Score -1.160471e+08 nChanged 15816
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 90660 members 
Mstep: Class 4 contains 4082 members 
Mstep: Class 8 contains 50960 members 
Mstep: Class 9 contains 21998 members 
Mstep: Class 10 contains 207454 members 
Mstep: Class 11 contains 18129 members 
Mstep: Class 12 contains 89881 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 42561 members 
Mstep: Class 17 contains 52242 members 
Mstep: Class 18 contains 27841 members 
Mstep: Class 19 contains 220729 members 
Mstep: Class 20 contains 2156 members 
Mstep: Class 21 contains 28404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116046760.000000 Penalty: 50824.945312
Iteration 49Q: 16 clusters Score -1.160468e+08 nChanged 14959
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 92732 members 
Mstep: Class 4 contains 4054 members 
Mstep: Class 8 contains 51027 members 
Mstep: Class 9 contains 21852 members 
Mstep: Class 10 contains 205925 members 
Mstep: Class 11 contains 18404 members 
Mstep: Class 12 contains 87124 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 43075 members 
Mstep: Class 17 contains 51575 members 
Mstep: Class 18 contains 28929 members 
Mstep: Class 19 contains 220360 members 
Mstep: Class 20 contains 2156 members 
Mstep: Class 21 contains 29882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116046928.000000 Penalty: 50824.945312
Iteration 50Q: 16 clusters Score -1.160469e+08 nChanged 14055
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 94900 members 
Mstep: Class 4 contains 4035 members 
Mstep: Class 8 contains 51088 members 
Mstep: Class 9 contains 21725 members 
Mstep: Class 10 contains 203539 members 
Mstep: Class 11 contains 18695 members 
Mstep: Class 12 contains 85299 members 
Mstep: Class 13 contains 528 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 43570 members 
Mstep: Class 17 contains 50867 members 
Mstep: Class 18 contains 30126 members 
Mstep: Class 19 contains 219671 members 
Mstep: Class 20 contains 2156 members 
Mstep: Class 21 contains 31423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116047776.000000 Penalty: 50824.945312
Iteration 51Q: 16 clusters Score -1.160478e+08 nChanged 13516
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 97013 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 8 contains 51144 members 
Mstep: Class 9 contains 21569 members 
Mstep: Class 10 contains 200646 members 
Mstep: Class 11 contains 19004 members 
Mstep: Class 12 contains 84170 members 
Mstep: Class 13 contains 528 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 44021 members 
Mstep: Class 17 contains 50041 members 
Mstep: Class 18 contains 31374 members 
Mstep: Class 19 contains 218833 members 
Mstep: Class 20 contains 2153 members 
Mstep: Class 21 contains 33107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049440.000000 Penalty: 50824.945312
Iteration 52Q: 16 clusters Score -1.160494e+08 nChanged 12807
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 99086 members 
Mstep: Class 4 contains 4007 members 
Mstep: Class 8 contains 51182 members 
Mstep: Class 9 contains 21385 members 
Mstep: Class 10 contains 197708 members 
Mstep: Class 11 contains 19295 members 
Mstep: Class 12 contains 83491 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 44445 members 
Mstep: Class 17 contains 49139 members 
Mstep: Class 18 contains 32591 members 
Mstep: Class 19 contains 217792 members 
Mstep: Class 20 contains 2153 members 
Mstep: Class 21 contains 34818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116051064.000000 Penalty: 50824.945312
Iteration 53Q: 16 clusters Score -1.160511e+08 nChanged 12447
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 101120 members 
Mstep: Class 4 contains 3997 members 
Mstep: Class 8 contains 51203 members 
Mstep: Class 9 contains 21204 members 
Mstep: Class 10 contains 194784 members 
Mstep: Class 11 contains 19616 members 
Mstep: Class 12 contains 83058 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 44817 members 
Mstep: Class 17 contains 48140 members 
Mstep: Class 18 contains 33836 members 
Mstep: Class 19 contains 216584 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 36581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116052824.000000 Penalty: 50824.945312
Iteration 54Q: 16 clusters Score -1.160528e+08 nChanged 12180
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 103104 members 
Mstep: Class 4 contains 3992 members 
Mstep: Class 8 contains 51199 members 
Mstep: Class 9 contains 20959 members 
Mstep: Class 10 contains 191739 members 
Mstep: Class 11 contains 19887 members 
Mstep: Class 12 contains 82949 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 16 contains 45138 members 
Mstep: Class 17 contains 47090 members 
Mstep: Class 18 contains 35065 members 
Mstep: Class 19 contains 215297 members 
Mstep: Class 20 contains 2153 members 
Mstep: Class 21 contains 38520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116054256.000000 Penalty: 50824.945312
Iteration 55Q: 16 clusters Score -1.160543e+08 nChanged 11650
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 105094 members 
Mstep: Class 4 contains 3990 members 
Mstep: Class 8 contains 51199 members 
Mstep: Class 9 contains 20700 members 
Mstep: Class 10 contains 188671 members 
Mstep: Class 11 contains 20104 members 
Mstep: Class 12 contains 83093 members 
Mstep: Class 13 contains 529 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 45451 members 
Mstep: Class 17 contains 45875 members 
Mstep: Class 18 contains 36260 members 
Mstep: Class 19 contains 213986 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 40520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116056080.000000 Penalty: 50824.945312
Iteration 56Q: 16 clusters Score -1.160561e+08 nChanged 11066
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 107020 members 
Mstep: Class 4 contains 3988 members 
Mstep: Class 8 contains 51200 members 
Mstep: Class 9 contains 20404 members 
Mstep: Class 10 contains 185747 members 
Mstep: Class 11 contains 20279 members 
Mstep: Class 12 contains 83388 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 45685 members 
Mstep: Class 17 contains 44665 members 
Mstep: Class 18 contains 37452 members 
Mstep: Class 19 contains 212552 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 42560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116058424.000000 Penalty: 50824.945312
Iteration 57Q: 16 clusters Score -1.160584e+08 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 108905 members 
Mstep: Class 4 contains 3983 members 
Mstep: Class 8 contains 51215 members 
Mstep: Class 9 contains 20087 members 
Mstep: Class 10 contains 183115 members 
Mstep: Class 11 contains 20431 members 
Mstep: Class 12 contains 83756 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 45871 members 
Mstep: Class 17 contains 43474 members 
Mstep: Class 18 contains 38596 members 
Mstep: Class 19 contains 211029 members 
Mstep: Class 20 contains 2149 members 
Mstep: Class 21 contains 44479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116060704.000000 Penalty: 50824.945312
Iteration 58Q: 16 clusters Score -1.160607e+08 nChanged 10276
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 110792 members 
Mstep: Class 4 contains 3979 members 
Mstep: Class 8 contains 51223 members 
Mstep: Class 9 contains 19735 members 
Mstep: Class 10 contains 180449 members 
Mstep: Class 11 contains 20592 members 
Mstep: Class 12 contains 84278 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 45977 members 
Mstep: Class 17 contains 42338 members 
Mstep: Class 18 contains 39718 members 
Mstep: Class 19 contains 209555 members 
Mstep: Class 20 contains 2148 members 
Mstep: Class 21 contains 46305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062544.000000 Penalty: 50824.945312
Iteration 59Q: 16 clusters Score -1.160625e+08 nChanged 9726
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 112639 members 
Mstep: Class 4 contains 3971 members 
Mstep: Class 8 contains 51209 members 
Mstep: Class 9 contains 19397 members 
Mstep: Class 10 contains 177921 members 
Mstep: Class 11 contains 20755 members 
Mstep: Class 12 contains 84732 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 46016 members 
Mstep: Class 17 contains 41352 members 
Mstep: Class 18 contains 40797 members 
Mstep: Class 19 contains 208178 members 
Mstep: Class 20 contains 2146 members 
Mstep: Class 21 contains 47976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066184.000000 Penalty: 50824.945312
Iteration 60F: 16 clusters Score -1.160662e+08 nChanged 10663
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 114277 members 
Mstep: Class 4 contains 3969 members 
Mstep: Class 8 contains 51171 members 
Mstep: Class 9 contains 18960 members 
Mstep: Class 10 contains 176435 members 
Mstep: Class 11 contains 20893 members 
Mstep: Class 12 contains 84573 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 46030 members 
Mstep: Class 17 contains 40065 members 
Mstep: Class 18 contains 41820 members 
Mstep: Class 19 contains 206718 members 
Mstep: Class 20 contains 2145 members 
Mstep: Class 21 contains 50033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116068752.000000 Penalty: 50824.945312
Iteration 61Q: 16 clusters Score -1.160688e+08 nChanged 11067
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 115866 members 
Mstep: Class 4 contains 3969 members 
Mstep: Class 8 contains 51125 members 
Mstep: Class 9 contains 18530 members 
Mstep: Class 10 contains 175022 members 
Mstep: Class 11 contains 21018 members 
Mstep: Class 12 contains 84421 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 16 contains 46020 members 
Mstep: Class 17 contains 38766 members 
Mstep: Class 18 contains 42864 members 
Mstep: Class 19 contains 205285 members 
Mstep: Class 20 contains 2144 members 
Mstep: Class 21 contains 52059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116070712.000000 Penalty: 50824.945312
Iteration 62Q: 16 clusters Score -1.160707e+08 nChanged 10407
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 117443 members 
Mstep: Class 4 contains 3968 members 
Mstep: Class 8 contains 51075 members 
Mstep: Class 9 contains 18098 members 
Mstep: Class 10 contains 173773 members 
Mstep: Class 11 contains 21134 members 
Mstep: Class 12 contains 84302 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 16 contains 46013 members 
Mstep: Class 17 contains 37629 members 
Mstep: Class 18 contains 43852 members 
Mstep: Class 19 contains 203836 members 
Mstep: Class 20 contains 2143 members 
Mstep: Class 21 contains 53823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116073136.000000 Penalty: 50824.945312
Iteration 63Q: 16 clusters Score -1.160731e+08 nChanged 9834
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 118986 members 
Mstep: Class 4 contains 3967 members 
Mstep: Class 8 contains 51023 members 
Mstep: Class 9 contains 17735 members 
Mstep: Class 10 contains 172585 members 
Mstep: Class 11 contains 21233 members 
Mstep: Class 12 contains 84164 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 16 contains 45974 members 
Mstep: Class 17 contains 36650 members 
Mstep: Class 18 contains 44820 members 
Mstep: Class 19 contains 202444 members 
Mstep: Class 20 contains 2139 members 
Mstep: Class 21 contains 55367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075016.000000 Penalty: 50824.945312
Iteration 64Q: 16 clusters Score -1.16075e+08 nChanged 9172
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 120508 members 
Mstep: Class 4 contains 3974 members 
Mstep: Class 8 contains 50960 members 
Mstep: Class 9 contains 17416 members 
Mstep: Class 10 contains 171409 members 
Mstep: Class 11 contains 21330 members 
Mstep: Class 12 contains 84120 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 16 contains 45931 members 
Mstep: Class 17 contains 35773 members 
Mstep: Class 18 contains 45736 members 
Mstep: Class 19 contains 201073 members 
Mstep: Class 20 contains 2140 members 
Mstep: Class 21 contains 56717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116077400.000000 Penalty: 50824.945312
Iteration 65Q: 16 clusters Score -1.160774e+08 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 121992 members 
Mstep: Class 4 contains 3984 members 
Mstep: Class 8 contains 50870 members 
Mstep: Class 9 contains 17137 members 
Mstep: Class 10 contains 170288 members 
Mstep: Class 11 contains 21406 members 
Mstep: Class 12 contains 84145 members 
Mstep: Class 13 contains 537 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 16 contains 45827 members 
Mstep: Class 17 contains 34998 members 
Mstep: Class 18 contains 46623 members 
Mstep: Class 19 contains 199771 members 
Mstep: Class 20 contains 2141 members 
Mstep: Class 21 contains 57904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116079016.000000 Penalty: 50824.945312
Iteration 66Q: 16 clusters Score -1.16079e+08 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 123462 members 
Mstep: Class 4 contains 3990 members 
Mstep: Class 8 contains 50811 members 
Mstep: Class 9 contains 16898 members 
Mstep: Class 10 contains 169168 members 
Mstep: Class 11 contains 21465 members 
Mstep: Class 12 contains 84236 members 
Mstep: Class 13 contains 537 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 16 contains 45674 members 
Mstep: Class 17 contains 34308 members 
Mstep: Class 18 contains 47474 members 
Mstep: Class 19 contains 198464 members 
Mstep: Class 20 contains 2140 members 
Mstep: Class 21 contains 58996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080808.000000 Penalty: 50824.945312
Iteration 67Q: 16 clusters Score -1.160808e+08 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 124946 members 
Mstep: Class 4 contains 3994 members 
Mstep: Class 8 contains 50784 members 
Mstep: Class 9 contains 16645 members 
Mstep: Class 10 contains 168173 members 
Mstep: Class 11 contains 21523 members 
Mstep: Class 12 contains 84353 members 
Mstep: Class 13 contains 537 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 45515 members 
Mstep: Class 17 contains 33680 members 
Mstep: Class 18 contains 48274 members 
Mstep: Class 19 contains 197101 members 
Mstep: Class 20 contains 2140 members 
Mstep: Class 21 contains 59959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082504.000000 Penalty: 50824.945312
Iteration 68Q: 16 clusters Score -1.160825e+08 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 126324 members 
Mstep: Class 4 contains 3997 members 
Mstep: Class 8 contains 50770 members 
Mstep: Class 9 contains 16415 members 
Mstep: Class 10 contains 167244 members 
Mstep: Class 11 contains 21560 members 
Mstep: Class 12 contains 84526 members 
Mstep: Class 13 contains 537 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 45364 members 
Mstep: Class 17 contains 33138 members 
Mstep: Class 18 contains 48941 members 
Mstep: Class 19 contains 195884 members 
Mstep: Class 20 contains 2142 members 
Mstep: Class 21 contains 60783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083648.000000 Penalty: 50824.945312
Iteration 69Q: 16 clusters Score -1.160836e+08 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 127622 members 
Mstep: Class 4 contains 3999 members 
Mstep: Class 8 contains 50740 members 
Mstep: Class 9 contains 16197 members 
Mstep: Class 10 contains 166339 members 
Mstep: Class 11 contains 21587 members 
Mstep: Class 12 contains 84752 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 45199 members 
Mstep: Class 17 contains 32692 members 
Mstep: Class 18 contains 49572 members 
Mstep: Class 19 contains 194725 members 
Mstep: Class 20 contains 2141 members 
Mstep: Class 21 contains 61524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085296.000000 Penalty: 50824.945312
Iteration 70Q: 16 clusters Score -1.160853e+08 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 128802 members 
Mstep: Class 4 contains 4000 members 
Mstep: Class 8 contains 50714 members 
Mstep: Class 9 contains 16006 members 
Mstep: Class 10 contains 165559 members 
Mstep: Class 11 contains 21630 members 
Mstep: Class 12 contains 84978 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 45015 members 
Mstep: Class 17 contains 32291 members 
Mstep: Class 18 contains 50124 members 
Mstep: Class 19 contains 193647 members 
Mstep: Class 20 contains 2142 members 
Mstep: Class 21 contains 62181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116086208.000000 Penalty: 50824.945312
Iteration 71Q: 16 clusters Score -1.160862e+08 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 129846 members 
Mstep: Class 4 contains 4000 members 
Mstep: Class 8 contains 50703 members 
Mstep: Class 9 contains 15829 members 
Mstep: Class 10 contains 164876 members 
Mstep: Class 11 contains 21636 members 
Mstep: Class 12 contains 85277 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 44841 members 
Mstep: Class 17 contains 31953 members 
Mstep: Class 18 contains 50605 members 
Mstep: Class 19 contains 192622 members 
Mstep: Class 20 contains 2142 members 
Mstep: Class 21 contains 62760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116087328.000000 Penalty: 50824.945312
Iteration 72Q: 16 clusters Score -1.160873e+08 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 130811 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 8 contains 50712 members 
Mstep: Class 9 contains 15685 members 
Mstep: Class 10 contains 164249 members 
Mstep: Class 11 contains 21627 members 
Mstep: Class 12 contains 85623 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 44661 members 
Mstep: Class 17 contains 31622 members 
Mstep: Class 18 contains 51015 members 
Mstep: Class 19 contains 191665 members 
Mstep: Class 20 contains 2142 members 
Mstep: Class 21 contains 63276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116088360.000000 Penalty: 50824.945312
Iteration 73Q: 16 clusters Score -1.160884e+08 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 131667 members 
Mstep: Class 4 contains 4006 members 
Mstep: Class 8 contains 50728 members 
Mstep: Class 9 contains 15557 members 
Mstep: Class 10 contains 163729 members 
Mstep: Class 11 contains 21628 members 
Mstep: Class 12 contains 85976 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 44461 members 
Mstep: Class 17 contains 31314 members 
Mstep: Class 18 contains 51393 members 
Mstep: Class 19 contains 190759 members 
Mstep: Class 20 contains 2142 members 
Mstep: Class 21 contains 63731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116089256.000000 Penalty: 50824.945312
Iteration 74Q: 16 clusters Score -1.160893e+08 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 132471 members 
Mstep: Class 4 contains 4011 members 
Mstep: Class 8 contains 50751 members 
Mstep: Class 9 contains 15415 members 
Mstep: Class 10 contains 163175 members 
Mstep: Class 11 contains 21649 members 
Mstep: Class 12 contains 86364 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 44253 members 
Mstep: Class 17 contains 30988 members 
Mstep: Class 18 contains 51749 members 
Mstep: Class 19 contains 190002 members 
Mstep: Class 20 contains 2141 members 
Mstep: Class 21 contains 64122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116090216.000000 Penalty: 50824.945312
Iteration 75Q: 16 clusters Score -1.160902e+08 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 133224 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 8 contains 50776 members 
Mstep: Class 9 contains 15317 members 
Mstep: Class 10 contains 162724 members 
Mstep: Class 11 contains 21658 members 
Mstep: Class 12 contains 86720 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 44031 members 
Mstep: Class 17 contains 30711 members 
Mstep: Class 18 contains 52063 members 
Mstep: Class 19 contains 189218 members 
Mstep: Class 20 contains 2141 members 
Mstep: Class 21 contains 64488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116091008.000000 Penalty: 50824.945312
Iteration 76Q: 16 clusters Score -1.16091e+08 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 133944 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 8 contains 50843 members 
Mstep: Class 9 contains 15216 members 
Mstep: Class 10 contains 162286 members 
Mstep: Class 11 contains 21659 members 
Mstep: Class 12 contains 87105 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 43827 members 
Mstep: Class 17 contains 30463 members 
Mstep: Class 18 contains 52342 members 
Mstep: Class 19 contains 188441 members 
Mstep: Class 20 contains 2140 members 
Mstep: Class 21 contains 64804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116091784.000000 Penalty: 50824.945312
Iteration 77Q: 16 clusters Score -1.160918e+08 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 134631 members 
Mstep: Class 4 contains 4027 members 
Mstep: Class 8 contains 50915 members 
Mstep: Class 9 contains 15129 members 
Mstep: Class 10 contains 161833 members 
Mstep: Class 11 contains 21652 members 
Mstep: Class 12 contains 87518 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 43600 members 
Mstep: Class 17 contains 30241 members 
Mstep: Class 18 contains 52563 members 
Mstep: Class 19 contains 187739 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 65106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116092752.000000 Penalty: 50824.945312
Iteration 78Q: 16 clusters Score -1.160928e+08 nChanged 3944
Entering ConstructFrom: 
Score: -116092752.000000 Penalty: 50824.945312
Entering ConstructFrom: 
Trying to split cluster 2 (135165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135165 members 
Entering Unmasked Estep 
Score: -18630194.000000 Penalty: 2929.934570
	Iteration 0F: 2 clusters Score -1.863019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67592 members 
Mstep: Class 2 contains 67573 members 
Entering Unmasked Estep 
Score: -18539806.000000 Penalty: 5859.869141
	Iteration 0F: 3 clusters Score -1.853981e+07 nChanged 64429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67701 members 
Mstep: Class 2 contains 67464 members 
Entering Unmasked Estep 
Score: -18576716.000000 Penalty: 5859.869141
	Iteration 1F: 3 clusters Score -1.857672e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67656 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -18577656.000000 Penalty: 5859.869141
	Iteration 2Q: 3 clusters Score -1.857766e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 67531 members 
Entering Unmasked Estep 
Score: -18578596.000000 Penalty: 5859.869141
	Iteration 3Q: 3 clusters Score -1.85786e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 67592 members 
Entering Unmasked Estep 
Score: -18579854.000000 Penalty: 5859.869141
	Iteration 4Q: 3 clusters Score -1.857985e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67325 members 
Mstep: Class 2 contains 67840 members 
Entering Unmasked Estep 
Score: -18581120.000000 Penalty: 5859.869141
	Iteration 5Q: 3 clusters Score -1.858112e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66822 members 
Mstep: Class 2 contains 68343 members 
Entering Unmasked Estep 
Score: -18583148.000000 Penalty: 5859.869141
	Iteration 6Q: 3 clusters Score -1.858315e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 69104 members 
Entering Unmasked Estep 
Score: -18585802.000000 Penalty: 5859.869141
	Iteration 7Q: 3 clusters Score -1.85858e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65062 members 
Mstep: Class 2 contains 70103 members 
Entering Unmasked Estep 
Score: -18589750.000000 Penalty: 5859.869141
	Iteration 8F: 3 clusters Score -1.858975e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Mstep: Class 2 contains 71346 members 
Entering Unmasked Estep 
Score: -18595328.000000 Penalty: 5859.869141
	Iteration 9F: 3 clusters Score -1.859533e+07 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 72480 members 
Entering Unmasked Estep 
Score: -18601202.000000 Penalty: 5859.869141
	Iteration 10F: 3 clusters Score -1.86012e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61853 members 
Mstep: Class 2 contains 73312 members 
Entering Unmasked Estep 
Score: -18604806.000000 Penalty: 5859.869141
	Iteration 11F: 3 clusters Score -1.860481e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61143 members 
Mstep: Class 2 contains 74022 members 
Entering Unmasked Estep 
Score: -18606186.000000 Penalty: 5859.869141
	Iteration 12Q: 3 clusters Score -1.860619e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60381 members 
Mstep: Class 2 contains 74784 members 
Entering Unmasked Estep 
Score: -18606812.000000 Penalty: 5859.869141
	Iteration 13Q: 3 clusters Score -1.860681e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 75630 members 
Entering Unmasked Estep 
Score: -18607102.000000 Penalty: 5859.869141
	Iteration 14Q: 3 clusters Score -1.86071e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58564 members 
Mstep: Class 2 contains 76601 members 
Entering Unmasked Estep 
Score: -18607422.000000 Penalty: 5859.869141
	Iteration 15Q: 3 clusters Score -1.860742e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57543 members 
Mstep: Class 2 contains 77622 members 
Entering Unmasked Estep 
Score: -18607812.000000 Penalty: 5859.869141
	Iteration 16Q: 3 clusters Score -1.860781e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56482 members 
Mstep: Class 2 contains 78683 members 
Entering Unmasked Estep 
Score: -18608198.000000 Penalty: 5859.869141
	Iteration 17Q: 3 clusters Score -1.86082e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55390 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -18608554.000000 Penalty: 5859.869141
	Iteration 18Q: 3 clusters Score -1.860855e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 80971 members 
Entering Unmasked Estep 
Score: -18608860.000000 Penalty: 5859.869141
	Iteration 19Q: 3 clusters Score -1.860886e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 82241 members 
Entering Unmasked Estep 
Score: -18609188.000000 Penalty: 5859.869141
	Iteration 20F: 3 clusters Score -1.860919e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 83553 members 
Entering Unmasked Estep 
Score: -18609592.000000 Penalty: 5859.869141
	Iteration 21Q: 3 clusters Score -1.860959e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50227 members 
Mstep: Class 2 contains 84938 members 
Entering Unmasked Estep 
Score: -18610000.000000 Penalty: 5859.869141
	Iteration 22Q: 3 clusters Score -1.861e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 86441 members 
Entering Unmasked Estep 
Score: -18610542.000000 Penalty: 5859.869141
	Iteration 23Q: 3 clusters Score -1.861054e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 88035 members 
Entering Unmasked Estep 
Score: -18611076.000000 Penalty: 5859.869141
	Iteration 24Q: 3 clusters Score -1.861108e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 89742 members 
Entering Unmasked Estep 
Score: -18611594.000000 Penalty: 5859.869141
	Iteration 25Q: 3 clusters Score -1.861159e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 91498 members 
Entering Unmasked Estep 
Score: -18612182.000000 Penalty: 5859.869141
	Iteration 26Q: 3 clusters Score -1.861218e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 93424 members 
Entering Unmasked Estep 
Score: -18612804.000000 Penalty: 5859.869141
	Iteration 27Q: 3 clusters Score -1.86128e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 95471 members 
Entering Unmasked Estep 
Score: -18613694.000000 Penalty: 5859.869141
	Iteration 28Q: 3 clusters Score -1.861369e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 97643 members 
Entering Unmasked Estep 
Score: -18614512.000000 Penalty: 5859.869141
	Iteration 29Q: 3 clusters Score -1.861451e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 99861 members 
Entering Unmasked Estep 
Score: -18615356.000000 Penalty: 5859.869141
	Iteration 30Q: 3 clusters Score -1.861536e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 102048 members 
Entering Unmasked Estep 
Score: -18616166.000000 Penalty: 5859.869141
	Iteration 31Q: 3 clusters Score -1.861617e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 104292 members 
Entering Unmasked Estep 
Score: -18617078.000000 Penalty: 5859.869141
	Iteration 32Q: 3 clusters Score -1.861708e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 106562 members 
Entering Unmasked Estep 
Score: -18618072.000000 Penalty: 5859.869141
	Iteration 33Q: 3 clusters Score -1.861807e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 108778 members 
Entering Unmasked Estep 
Score: -18619096.000000 Penalty: 5859.869141
	Iteration 34Q: 3 clusters Score -1.86191e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 110870 members 
Entering Unmasked Estep 
Score: -18620096.000000 Penalty: 5859.869141
	Iteration 35Q: 3 clusters Score -1.86201e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 112827 members 
Entering Unmasked Estep 
Score: -18621048.000000 Penalty: 5859.869141
	Iteration 36Q: 3 clusters Score -1.862105e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 114676 members 
Entering Unmasked Estep 
Score: -18621784.000000 Penalty: 5859.869141
	Iteration 37Q: 3 clusters Score -1.862178e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 116359 members 
Entering Unmasked Estep 
Score: -18622540.000000 Penalty: 5859.869141
	Iteration 38Q: 3 clusters Score -1.862254e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 117885 members 
Entering Unmasked Estep 
Score: -18623164.000000 Penalty: 5859.869141
	Iteration 39Q: 3 clusters Score -1.862316e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 119309 members 
Entering Unmasked Estep 
Score: -18623696.000000 Penalty: 5859.869141
	Iteration 40F: 3 clusters Score -1.86237e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 120754 members 
Entering Unmasked Estep 
Score: -18624268.000000 Penalty: 5859.869141
	Iteration 41Q: 3 clusters Score -1.862427e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 122079 members 
Entering Unmasked Estep 
Score: -18624724.000000 Penalty: 5859.869141
	Iteration 42Q: 3 clusters Score -1.862472e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 123260 members 
Entering Unmasked Estep 
Score: -18625118.000000 Penalty: 5859.869141
	Iteration 43Q: 3 clusters Score -1.862512e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 124361 members 
Entering Unmasked Estep 
Score: -18625524.000000 Penalty: 5859.869141
	Iteration 44Q: 3 clusters Score -1.862552e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 125371 members 
Entering Unmasked Estep 
Score: -18625882.000000 Penalty: 5859.869141
	Iteration 45Q: 3 clusters Score -1.862588e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 126238 members 
Entering Unmasked Estep 
Score: -18626256.000000 Penalty: 5859.869141
	Iteration 46Q: 3 clusters Score -1.862626e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 127031 members 
Entering Unmasked Estep 
Score: -18626488.000000 Penalty: 5859.869141
	Iteration 47Q: 3 clusters Score -1.862649e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 127731 members 
Entering Unmasked Estep 
Score: -18626676.000000 Penalty: 5859.869141
	Iteration 48Q: 3 clusters Score -1.862668e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 128351 members 
Entering Unmasked Estep 
Score: -18626892.000000 Penalty: 5859.869141
	Iteration 49Q: 3 clusters Score -1.862689e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 128885 members 
Entering Unmasked Estep 
Score: -18626978.000000 Penalty: 5859.869141
	Iteration 50Q: 3 clusters Score -1.862698e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 129351 members 
Entering Unmasked Estep 
Score: -18627112.000000 Penalty: 5859.869141
	Iteration 51Q: 3 clusters Score -1.862711e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 129778 members 
Entering Unmasked Estep 
Score: -18627252.000000 Penalty: 5859.869141
	Iteration 52Q: 3 clusters Score -1.862725e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 130170 members 
Entering Unmasked Estep 
Score: -18627378.000000 Penalty: 5859.869141
	Iteration 53Q: 3 clusters Score -1.862738e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 130509 members 
Entering Unmasked Estep 
Score: -18627434.000000 Penalty: 5859.869141
	Iteration 54Q: 3 clusters Score -1.862743e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 130828 members 
Entering Unmasked Estep 
Score: -18627528.000000 Penalty: 5859.869141
	Iteration 55Q: 3 clusters Score -1.862753e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 131102 members 
Entering Unmasked Estep 
Score: -18627544.000000 Penalty: 5859.869141
	Iteration 56Q: 3 clusters Score -1.862754e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 131360 members 
Entering Unmasked Estep 
Score: -18627612.000000 Penalty: 5859.869141
	Iteration 57Q: 3 clusters Score -1.862761e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 131587 members 
Entering Unmasked Estep 
Score: -18627674.000000 Penalty: 5859.869141
	Iteration 58Q: 3 clusters Score -1.862767e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 131779 members 
Entering Unmasked Estep 
Score: -18627758.000000 Penalty: 5859.869141
	Iteration 59Q: 3 clusters Score -1.862776e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 131954 members 
Entering Unmasked Estep 
Score: -18627830.000000 Penalty: 5859.869141
	Iteration 60F: 3 clusters Score -1.862783e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 132118 members 
Entering Unmasked Estep 
Score: -18627884.000000 Penalty: 5859.869141
	Iteration 61Q: 3 clusters Score -1.862788e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 132270 members 
Entering Unmasked Estep 
Score: -18627990.000000 Penalty: 5859.869141
	Iteration 62Q: 3 clusters Score -1.862799e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 132420 members 
Entering Unmasked Estep 
Score: -18628022.000000 Penalty: 5859.869141
	Iteration 63Q: 3 clusters Score -1.862802e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 132558 members 
Entering Unmasked Estep 
Score: -18628102.000000 Penalty: 5859.869141
	Iteration 64Q: 3 clusters Score -1.86281e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 132687 members 
Entering Unmasked Estep 
Score: -18628120.000000 Penalty: 5859.869141
	Iteration 65Q: 3 clusters Score -1.862812e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 132783 members 
Entering Unmasked Estep 
Score: -18628156.000000 Penalty: 5859.869141
	Iteration 66Q: 3 clusters Score -1.862816e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 132875 members 
Entering Unmasked Estep 
Score: -18628194.000000 Penalty: 5859.869141
	Iteration 67Q: 3 clusters Score -1.862819e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 132951 members 
Entering Unmasked Estep 
Score: -18628214.000000 Penalty: 5859.869141
	Iteration 68Q: 3 clusters Score -1.862821e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 133003 members 
Entering Unmasked Estep 
Score: -18628232.000000 Penalty: 5859.869141
	Iteration 69Q: 3 clusters Score -1.862823e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 133052 members 
Entering Unmasked Estep 
Score: -18628212.000000 Penalty: 5859.869141
	Iteration 70Q: 3 clusters Score -1.862821e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 133097 members 
Entering Unmasked Estep 
Score: -18628238.000000 Penalty: 5859.869141
	Iteration 71Q: 3 clusters Score -1.862824e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 133141 members 
Entering Unmasked Estep 
Score: -18628264.000000 Penalty: 5859.869141
	Iteration 72Q: 3 clusters Score -1.862826e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 133171 members 
Entering Unmasked Estep 
Score: -18628268.000000 Penalty: 5859.869141
	Iteration 73Q: 3 clusters Score -1.862827e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 133208 members 
Entering Unmasked Estep 
Score: -18628272.000000 Penalty: 5859.869141
	Iteration 74Q: 3 clusters Score -1.862827e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 133239 members 
Entering Unmasked Estep 
Score: -18628280.000000 Penalty: 5859.869141
	Iteration 75Q: 3 clusters Score -1.862828e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 133261 members 
Entering Unmasked Estep 
Score: -18628316.000000 Penalty: 5859.869141
	Iteration 76Q: 3 clusters Score -1.862832e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 133282 members 
Entering Unmasked Estep 
Score: -18628310.000000 Penalty: 5859.869141
	Iteration 77Q: 3 clusters Score -1.862831e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 133296 members 
Entering Unmasked Estep 
Score: -18628322.000000 Penalty: 5859.869141
	Iteration 78Q: 3 clusters Score -1.862832e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 133315 members 
Entering Unmasked Estep 
Score: -18628330.000000 Penalty: 5859.869141
	Iteration 79Q: 3 clusters Score -1.862833e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 133332 members 
Entering Unmasked Estep 
Score: -18628346.000000 Penalty: 5859.869141
	Iteration 80F: 3 clusters Score -1.862835e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 133351 members 
Entering Unmasked Estep 
Score: -18628354.000000 Penalty: 5859.869141
	Iteration 81Q: 3 clusters Score -1.862835e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 133369 members 
Entering Unmasked Estep 
Score: -18628338.000000 Penalty: 5859.869141
	Iteration 82Q: 3 clusters Score -1.862834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 133380 members 
Entering Unmasked Estep 
Score: -18628344.000000 Penalty: 5859.869141
	Iteration 83Q: 3 clusters Score -1.862834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 133388 members 
Entering Unmasked Estep 
Score: -18628344.000000 Penalty: 5859.869141
	Iteration 84Q: 3 clusters Score -1.862834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 133400 members 
Entering Unmasked Estep 
Score: -18628358.000000 Penalty: 5859.869141
	Iteration 85Q: 3 clusters Score -1.862836e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 133409 members 
Entering Unmasked Estep 
Score: -18628358.000000 Penalty: 5859.869141
	Iteration 86Q: 3 clusters Score -1.862836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 133419 members 
Entering Unmasked Estep 
Score: -18628374.000000 Penalty: 5859.869141
	Iteration 87Q: 3 clusters Score -1.862837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 133426 members 
Entering Unmasked Estep 
Score: -18628378.000000 Penalty: 5859.869141
	Iteration 88Q: 3 clusters Score -1.862838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 133432 members 
Entering Unmasked Estep 
Score: -18628380.000000 Penalty: 5859.869141
	Iteration 89Q: 3 clusters Score -1.862838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 133438 members 
Entering Unmasked Estep 
Score: -18628376.000000 Penalty: 5859.869141
	Iteration 90Q: 3 clusters Score -1.862838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 133443 members 
Entering Unmasked Estep 
Score: -18628366.000000 Penalty: 5859.869141
	Iteration 91Q: 3 clusters Score -1.862837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 133449 members 
Entering Unmasked Estep 
Score: -18628368.000000 Penalty: 5859.869141
	Iteration 92Q: 3 clusters Score -1.862837e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 133458 members 
Entering Unmasked Estep 
Score: -18628386.000000 Penalty: 5859.869141
	Iteration 93Q: 3 clusters Score -1.862839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 133464 members 
Entering Unmasked Estep 
Score: -18628396.000000 Penalty: 5859.869141
	Iteration 94Q: 3 clusters Score -1.86284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 133474 members 
Entering Unmasked Estep 
Score: -18628382.000000 Penalty: 5859.869141
	Iteration 95Q: 3 clusters Score -1.862838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 133481 members 
Entering Unmasked Estep 
Score: -18628386.000000 Penalty: 5859.869141
	Iteration 96Q: 3 clusters Score -1.862839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 133486 members 
Entering Unmasked Estep 
Score: -18628378.000000 Penalty: 5859.869141
	Iteration 97Q: 3 clusters Score -1.862838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 133494 members 
Entering Unmasked Estep 
Score: -18628378.000000 Penalty: 5859.869141
	Iteration 98Q: 3 clusters Score -1.862838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 133501 members 
Entering Unmasked Estep 
Score: -18628362.000000 Penalty: 5859.869141
	Iteration 99Q: 3 clusters Score -1.862836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 133507 members 
Entering Unmasked Estep 
Score: -18628362.000000 Penalty: 5859.869141
	Iteration 100F: 3 clusters Score -1.862836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 133512 members 
Entering Unmasked Estep 
Score: -18628374.000000 Penalty: 5859.869141
	Iteration 101Q: 3 clusters Score -1.862837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 133518 members 
Entering Unmasked Estep 
Score: -18628380.000000 Penalty: 5859.869141
	Iteration 102Q: 3 clusters Score -1.862838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 133524 members 
Entering Unmasked Estep 
Score: -18628388.000000 Penalty: 5859.869141
	Iteration 103Q: 3 clusters Score -1.862839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 133528 members 
Entering Unmasked Estep 
Score: -18628378.000000 Penalty: 5859.869141
	Iteration 104Q: 3 clusters Score -1.862838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 133527 members 
Entering Unmasked Estep 
Score: -18628382.000000 Penalty: 5859.869141
	Iteration 105Q: 3 clusters Score -1.862838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 133527 members 
Entering Unmasked Estep 
Score: -18628382.000000 Penalty: 5859.869141
	Iteration 106F: 3 clusters Score -1.862838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Entering Unmasked Estep 
Score: -530302.187500 Penalty: 2058.654297
	Iteration 0F: 2 clusters Score -530302.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -526403.937500 Penalty: 4117.308594
	Iteration 0F: 3 clusters Score -526403.9 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -527191.875000 Penalty: 4117.308594
	Iteration 1F: 3 clusters Score -527191.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -527366.062500 Penalty: 4117.308594
	Iteration 2F: 3 clusters Score -527366.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -527492.187500 Penalty: 4117.308594
	Iteration 3Q: 3 clusters Score -527492.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -527568.062500 Penalty: 4117.308594
	Iteration 4Q: 3 clusters Score -527568.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -527616.625000 Penalty: 4117.308594
	Iteration 5Q: 3 clusters Score -527616.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -527656.187500 Penalty: 4117.308594
	Iteration 6Q: 3 clusters Score -527656.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -527689.937500 Penalty: 4117.308594
	Iteration 7Q: 3 clusters Score -527689.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -527715.812500 Penalty: 4117.308594
	Iteration 8Q: 3 clusters Score -527715.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -527760.437500 Penalty: 4117.308594
	Iteration 9Q: 3 clusters Score -527760.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -527811.500000 Penalty: 4117.308594
	Iteration 10Q: 3 clusters Score -527811.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -527857.937500 Penalty: 4117.308594
	Iteration 11Q: 3 clusters Score -527857.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -527916.062500 Penalty: 4117.308594
	Iteration 12Q: 3 clusters Score -527916.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -528006.750000 Penalty: 4117.308594
	Iteration 13Q: 3 clusters Score -528006.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -528112.437500 Penalty: 4117.308594
	Iteration 14Q: 3 clusters Score -528112.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -528223.500000 Penalty: 4117.308594
	Iteration 15Q: 3 clusters Score -528223.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -528338.250000 Penalty: 4117.308594
	Iteration 16Q: 3 clusters Score -528338.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -528444.062500 Penalty: 4117.308594
	Iteration 17Q: 3 clusters Score -528444.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -528543.250000 Penalty: 4117.308594
	Iteration 18Q: 3 clusters Score -528543.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -528635.312500 Penalty: 4117.308594
	Iteration 19Q: 3 clusters Score -528635.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -528710.375000 Penalty: 4117.308594
	Iteration 20F: 3 clusters Score -528710.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -528768.562500 Penalty: 4117.308594
	Iteration 21Q: 3 clusters Score -528768.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -528820.125000 Penalty: 4117.308594
	Iteration 22Q: 3 clusters Score -528820.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -528855.187500 Penalty: 4117.308594
	Iteration 23Q: 3 clusters Score -528855.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -528880.375000 Penalty: 4117.308594
	Iteration 24Q: 3 clusters Score -528880.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -528899.875000 Penalty: 4117.308594
	Iteration 25Q: 3 clusters Score -528899.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -528909.937500 Penalty: 4117.308594
	Iteration 26Q: 3 clusters Score -528909.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -528920.250000 Penalty: 4117.308594
	Iteration 27Q: 3 clusters Score -528920.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -528934.625000 Penalty: 4117.308594
	Iteration 28Q: 3 clusters Score -528934.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -528950.687500 Penalty: 4117.308594
	Iteration 29Q: 3 clusters Score -528950.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -528965.437500 Penalty: 4117.308594
	Iteration 30Q: 3 clusters Score -528965.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -528976.875000 Penalty: 4117.308594
	Iteration 31Q: 3 clusters Score -528976.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -528984.875000 Penalty: 4117.308594
	Iteration 32Q: 3 clusters Score -528984.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -528988.937500 Penalty: 4117.308594
	Iteration 33Q: 3 clusters Score -528988.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -528992.312500 Penalty: 4117.308594
	Iteration 34Q: 3 clusters Score -528992.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -528993.625000 Penalty: 4117.308594
	Iteration 35Q: 3 clusters Score -528993.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -528996.125000 Penalty: 4117.308594
	Iteration 36Q: 3 clusters Score -528996.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -528995.625000 Penalty: 4117.308594
	Iteration 37Q: 3 clusters Score -528995.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -528995.562500 Penalty: 4117.308594
	Iteration 38Q: 3 clusters Score -528995.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -528996.062500 Penalty: 4117.308594
	Iteration 39Q: 3 clusters Score -528996.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -528996.062500 Penalty: 4117.308594
	Iteration 40F: 3 clusters Score -528996.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (50987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Entering Unmasked Estep 
Score: -6850761.000000 Penalty: 2688.152832
	Iteration 0F: 2 clusters Score -6850761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -6816552.500000 Penalty: 5376.305664
	Iteration 0F: 3 clusters Score -6816552 nChanged 23558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -6829206.000000 Penalty: 5376.305664
	Iteration 1F: 3 clusters Score -6829206 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -6829673.500000 Penalty: 5376.305664
	Iteration 2Q: 3 clusters Score -6829674 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -6830075.000000 Penalty: 5376.305664
	Iteration 3Q: 3 clusters Score -6830075 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -6830388.000000 Penalty: 5376.305664
	Iteration 4Q: 3 clusters Score -6830388 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -6830675.000000 Penalty: 5376.305664
	Iteration 5Q: 3 clusters Score -6830675 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -6830949.000000 Penalty: 5376.305664
	Iteration 6Q: 3 clusters Score -6830949 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -6831268.500000 Penalty: 5376.305664
	Iteration 7Q: 3 clusters Score -6831268 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -6831546.000000 Penalty: 5376.305664
	Iteration 8Q: 3 clusters Score -6831546 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -6831938.500000 Penalty: 5376.305664
	Iteration 9Q: 3 clusters Score -6831938 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -6832351.500000 Penalty: 5376.305664
	Iteration 10Q: 3 clusters Score -6832352 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -6832950.000000 Penalty: 5376.305664
	Iteration 11Q: 3 clusters Score -6832950 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -6833711.000000 Penalty: 5376.305664
	Iteration 12Q: 3 clusters Score -6833711 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -6834915.000000 Penalty: 5376.305664
	Iteration 13Q: 3 clusters Score -6834915 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -6836496.500000 Penalty: 5376.305664
	Iteration 14F: 3 clusters Score -6836496 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -6838466.500000 Penalty: 5376.305664
	Iteration 15F: 3 clusters Score -6838466 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -6840448.500000 Penalty: 5376.305664
	Iteration 16F: 3 clusters Score -6840448 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -6842180.000000 Penalty: 5376.305664
	Iteration 17Q: 3 clusters Score -6842180 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -6843790.000000 Penalty: 5376.305664
	Iteration 18Q: 3 clusters Score -6843790 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -6845425.000000 Penalty: 5376.305664
	Iteration 19Q: 3 clusters Score -6845425 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6846814.500000 Penalty: 5376.305664
	Iteration 20F: 3 clusters Score -6846814 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6847648.500000 Penalty: 5376.305664
	Iteration 21Q: 3 clusters Score -6847648 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50445 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6848019.500000 Penalty: 5376.305664
	Iteration 22Q: 3 clusters Score -6848020 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6848210.500000 Penalty: 5376.305664
	Iteration 23Q: 3 clusters Score -6848210 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50603 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6848310.500000 Penalty: 5376.305664
	Iteration 24Q: 3 clusters Score -6848310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6848379.500000 Penalty: 5376.305664
	Iteration 25Q: 3 clusters Score -6848380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6848423.000000 Penalty: 5376.305664
	Iteration 26Q: 3 clusters Score -6848423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6848444.000000 Penalty: 5376.305664
	Iteration 27Q: 3 clusters Score -6848444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6848480.500000 Penalty: 5376.305664
	Iteration 28Q: 3 clusters Score -6848480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6848496.500000 Penalty: 5376.305664
	Iteration 29Q: 3 clusters Score -6848496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6848506.500000 Penalty: 5376.305664
	Iteration 30Q: 3 clusters Score -6848506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6848510.000000 Penalty: 5376.305664
	Iteration 31Q: 3 clusters Score -6848510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6848521.000000 Penalty: 5376.305664
	Iteration 32Q: 3 clusters Score -6848521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6848528.500000 Penalty: 5376.305664
	Iteration 33Q: 3 clusters Score -6848528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6848535.500000 Penalty: 5376.305664
	Iteration 34Q: 3 clusters Score -6848536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6848540.000000 Penalty: 5376.305664
	Iteration 35Q: 3 clusters Score -6848540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6848542.000000 Penalty: 5376.305664
	Iteration 36Q: 3 clusters Score -6848542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6848538.500000 Penalty: 5376.305664
	Iteration 37Q: 3 clusters Score -6848538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6848542.500000 Penalty: 5376.305664
	Iteration 38Q: 3 clusters Score -6848542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6848545.500000 Penalty: 5376.305664
	Iteration 39Q: 3 clusters Score -6848546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6848546.000000 Penalty: 5376.305664
	Iteration 40F: 3 clusters Score -6848546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Entering Unmasked Estep 
Score: -1978782.375000 Penalty: 2385.611084
	Iteration 0F: 2 clusters Score -1978782 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 7524 members 
Entering Unmasked Estep 
Score: -1967808.750000 Penalty: 4771.222168
	Iteration 0F: 3 clusters Score -1967809 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1971453.000000 Penalty: 4771.222168
	Iteration 1F: 3 clusters Score -1971453 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1971819.375000 Penalty: 4771.222168
	Iteration 2F: 3 clusters Score -1971819 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1972085.250000 Penalty: 4771.222168
	Iteration 3Q: 3 clusters Score -1972085 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1972317.375000 Penalty: 4771.222168
	Iteration 4Q: 3 clusters Score -1972317 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1972514.625000 Penalty: 4771.222168
	Iteration 5Q: 3 clusters Score -1972515 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1972678.875000 Penalty: 4771.222168
	Iteration 6Q: 3 clusters Score -1972679 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1972829.625000 Penalty: 4771.222168
	Iteration 7Q: 3 clusters Score -1972830 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1972991.000000 Penalty: 4771.222168
	Iteration 8Q: 3 clusters Score -1972991 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1973190.000000 Penalty: 4771.222168
	Iteration 9Q: 3 clusters Score -1973190 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1973412.625000 Penalty: 4771.222168
	Iteration 10Q: 3 clusters Score -1973413 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1973655.500000 Penalty: 4771.222168
	Iteration 11Q: 3 clusters Score -1973656 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1973956.125000 Penalty: 4771.222168
	Iteration 12Q: 3 clusters Score -1973956 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1974318.000000 Penalty: 4771.222168
	Iteration 13Q: 3 clusters Score -1974318 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1974748.250000 Penalty: 4771.222168
	Iteration 14Q: 3 clusters Score -1974748 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1975202.000000 Penalty: 4771.222168
	Iteration 15Q: 3 clusters Score -1975202 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1975635.000000 Penalty: 4771.222168
	Iteration 16Q: 3 clusters Score -1975635 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1975992.750000 Penalty: 4771.222168
	Iteration 17Q: 3 clusters Score -1975993 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1976303.750000 Penalty: 4771.222168
	Iteration 18Q: 3 clusters Score -1976304 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1976548.875000 Penalty: 4771.222168
	Iteration 19Q: 3 clusters Score -1976549 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1976710.875000 Penalty: 4771.222168
	Iteration 20F: 3 clusters Score -1976711 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1976810.875000 Penalty: 4771.222168
	Iteration 21Q: 3 clusters Score -1976811 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1976892.000000 Penalty: 4771.222168
	Iteration 22Q: 3 clusters Score -1976892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1976950.375000 Penalty: 4771.222168
	Iteration 23Q: 3 clusters Score -1976950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1976991.750000 Penalty: 4771.222168
	Iteration 24Q: 3 clusters Score -1976992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1977022.500000 Penalty: 4771.222168
	Iteration 25Q: 3 clusters Score -1977022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1977037.125000 Penalty: 4771.222168
	Iteration 26Q: 3 clusters Score -1977037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1977050.000000 Penalty: 4771.222168
	Iteration 27Q: 3 clusters Score -1977050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1977059.125000 Penalty: 4771.222168
	Iteration 28Q: 3 clusters Score -1977059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1977060.000000 Penalty: 4771.222168
	Iteration 29Q: 3 clusters Score -1977060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1977060.000000 Penalty: 4771.222168
	Iteration 30F: 3 clusters Score -1977060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (161412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161412 members 
Entering Unmasked Estep 
Score: -22239220.000000 Penalty: 2973.945312
	Iteration 0F: 2 clusters Score -2.223922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80927 members 
Mstep: Class 2 contains 80485 members 
Entering Unmasked Estep 
Score: -22132866.000000 Penalty: 5947.890625
	Iteration 0F: 3 clusters Score -2.213287e+07 nChanged 77283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83632 members 
Mstep: Class 2 contains 77780 members 
Entering Unmasked Estep 
Score: -22178360.000000 Penalty: 5947.890625
	Iteration 1F: 3 clusters Score -2.217836e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85935 members 
Mstep: Class 2 contains 75477 members 
Entering Unmasked Estep 
Score: -22179938.000000 Penalty: 5947.890625
	Iteration 2Q: 3 clusters Score -2.217994e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89534 members 
Mstep: Class 2 contains 71878 members 
Entering Unmasked Estep 
Score: -22182118.000000 Penalty: 5947.890625
	Iteration 3Q: 3 clusters Score -2.218212e+07 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94859 members 
Mstep: Class 2 contains 66553 members 
Entering Unmasked Estep 
Score: -22185660.000000 Penalty: 5947.890625
	Iteration 4Q: 3 clusters Score -2.218566e+07 nChanged 9801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102520 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
Score: -22191014.000000 Penalty: 5947.890625
	Iteration 5F: 3 clusters Score -2.219101e+07 nChanged 11692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112362 members 
Mstep: Class 2 contains 49050 members 
Entering Unmasked Estep 
Score: -22199080.000000 Penalty: 5947.890625
	Iteration 6F: 3 clusters Score -2.219908e+07 nChanged 12332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123284 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -22209192.000000 Penalty: 5947.890625
	Iteration 7F: 3 clusters Score -2.220919e+07 nChanged 10995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133035 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -22219098.000000 Penalty: 5947.890625
	Iteration 8F: 3 clusters Score -2.22191e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139886 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -22226714.000000 Penalty: 5947.890625
	Iteration 9Q: 3 clusters Score -2.222671e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144252 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -22231354.000000 Penalty: 5947.890625
	Iteration 10Q: 3 clusters Score -2.223135e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147079 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -22233642.000000 Penalty: 5947.890625
	Iteration 11Q: 3 clusters Score -2.223364e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149289 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -22235032.000000 Penalty: 5947.890625
	Iteration 12Q: 3 clusters Score -2.223503e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151107 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -22235828.000000 Penalty: 5947.890625
	Iteration 13Q: 3 clusters Score -2.223583e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152675 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -22236348.000000 Penalty: 5947.890625
	Iteration 14Q: 3 clusters Score -2.223635e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154042 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -22236772.000000 Penalty: 5947.890625
	Iteration 15Q: 3 clusters Score -2.223677e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155151 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -22237198.000000 Penalty: 5947.890625
	Iteration 16Q: 3 clusters Score -2.22372e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156084 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -22237406.000000 Penalty: 5947.890625
	Iteration 17Q: 3 clusters Score -2.223741e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156820 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -22237470.000000 Penalty: 5947.890625
	Iteration 18Q: 3 clusters Score -2.223747e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157384 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -22237574.000000 Penalty: 5947.890625
	Iteration 19Q: 3 clusters Score -2.223757e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157833 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -22237554.000000 Penalty: 5947.890625
	Iteration 20F: 3 clusters Score -2.223755e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158193 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -22237622.000000 Penalty: 5947.890625
	Iteration 21Q: 3 clusters Score -2.223762e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158466 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -22237660.000000 Penalty: 5947.890625
	Iteration 22Q: 3 clusters Score -2.223766e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158702 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -22237568.000000 Penalty: 5947.890625
	Iteration 23Q: 3 clusters Score -2.223757e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158905 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -22237514.000000 Penalty: 5947.890625
	Iteration 24Q: 3 clusters Score -2.223751e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159084 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -22237522.000000 Penalty: 5947.890625
	Iteration 25Q: 3 clusters Score -2.223752e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159240 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -22237490.000000 Penalty: 5947.890625
	Iteration 26Q: 3 clusters Score -2.223749e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159373 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -22237534.000000 Penalty: 5947.890625
	Iteration 27Q: 3 clusters Score -2.223753e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159482 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -22237562.000000 Penalty: 5947.890625
	Iteration 28Q: 3 clusters Score -2.223756e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159567 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -22237598.000000 Penalty: 5947.890625
	Iteration 29Q: 3 clusters Score -2.22376e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159647 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -22237574.000000 Penalty: 5947.890625
	Iteration 30Q: 3 clusters Score -2.223757e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159710 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -22237578.000000 Penalty: 5947.890625
	Iteration 31Q: 3 clusters Score -2.223758e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159764 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -22237586.000000 Penalty: 5947.890625
	Iteration 32Q: 3 clusters Score -2.223759e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159797 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -22237570.000000 Penalty: 5947.890625
	Iteration 33Q: 3 clusters Score -2.223757e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159823 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -22237590.000000 Penalty: 5947.890625
	Iteration 34Q: 3 clusters Score -2.223759e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159848 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -22237594.000000 Penalty: 5947.890625
	Iteration 35Q: 3 clusters Score -2.223759e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159874 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -22237580.000000 Penalty: 5947.890625
	Iteration 36Q: 3 clusters Score -2.223758e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159902 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -22237594.000000 Penalty: 5947.890625
	Iteration 37Q: 3 clusters Score -2.223759e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159928 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -22237612.000000 Penalty: 5947.890625
	Iteration 38Q: 3 clusters Score -2.223761e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159946 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -22237582.000000 Penalty: 5947.890625
	Iteration 39Q: 3 clusters Score -2.223758e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159970 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -22237572.000000 Penalty: 5947.890625
	Iteration 40F: 3 clusters Score -2.223757e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159998 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -22237572.000000 Penalty: 5947.890625
	Iteration 41Q: 3 clusters Score -2.223757e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160020 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -22237544.000000 Penalty: 5947.890625
	Iteration 42Q: 3 clusters Score -2.223754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160034 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -22237544.000000 Penalty: 5947.890625
	Iteration 43Q: 3 clusters Score -2.223754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160045 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -22237544.000000 Penalty: 5947.890625
	Iteration 44Q: 3 clusters Score -2.223754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160057 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -22237546.000000 Penalty: 5947.890625
	Iteration 45Q: 3 clusters Score -2.223755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160065 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -22237544.000000 Penalty: 5947.890625
	Iteration 46Q: 3 clusters Score -2.223754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160068 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -22237550.000000 Penalty: 5947.890625
	Iteration 47Q: 3 clusters Score -2.223755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160073 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -22237550.000000 Penalty: 5947.890625
	Iteration 48Q: 3 clusters Score -2.223755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160074 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -22237560.000000 Penalty: 5947.890625
	Iteration 49Q: 3 clusters Score -2.223756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160079 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -22237548.000000 Penalty: 5947.890625
	Iteration 50Q: 3 clusters Score -2.223755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160089 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -22237550.000000 Penalty: 5947.890625
	Iteration 51Q: 3 clusters Score -2.223755e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160100 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -22237554.000000 Penalty: 5947.890625
	Iteration 52Q: 3 clusters Score -2.223755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160105 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -22237534.000000 Penalty: 5947.890625
	Iteration 53Q: 3 clusters Score -2.223753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160109 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -22237554.000000 Penalty: 5947.890625
	Iteration 54Q: 3 clusters Score -2.223755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160112 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -22237554.000000 Penalty: 5947.890625
	Iteration 55Q: 3 clusters Score -2.223755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160110 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -22237546.000000 Penalty: 5947.890625
	Iteration 56Q: 3 clusters Score -2.223755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160111 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -22237556.000000 Penalty: 5947.890625
	Iteration 57Q: 3 clusters Score -2.223756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160111 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -22237556.000000 Penalty: 5947.890625
	Iteration 58F: 3 clusters Score -2.223756e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Entering Unmasked Estep 
Score: -3020823.250000 Penalty: 2475.552979
	Iteration 0F: 2 clusters Score -3020823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -3005579.250000 Penalty: 4951.105957
	Iteration 0F: 3 clusters Score -3005579 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -3010826.500000 Penalty: 4951.105957
	Iteration 1F: 3 clusters Score -3010826 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -3011299.250000 Penalty: 4951.105957
	Iteration 2F: 3 clusters Score -3011299 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -3011759.250000 Penalty: 4951.105957
	Iteration 3Q: 3 clusters Score -3011759 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -3012301.250000 Penalty: 4951.105957
	Iteration 4Q: 3 clusters Score -3012301 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -3013113.250000 Penalty: 4951.105957
	Iteration 5F: 3 clusters Score -3013113 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -3014218.000000 Penalty: 4951.105957
	Iteration 6F: 3 clusters Score -3014218 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -3015543.000000 Penalty: 4951.105957
	Iteration 7F: 3 clusters Score -3015543 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3016752.500000 Penalty: 4951.105957
	Iteration 8F: 3 clusters Score -3016752 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -3017576.250000 Penalty: 4951.105957
	Iteration 9Q: 3 clusters Score -3017576 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3018060.250000 Penalty: 4951.105957
	Iteration 10Q: 3 clusters Score -3018060 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3018290.250000 Penalty: 4951.105957
	Iteration 11Q: 3 clusters Score -3018290 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3018420.500000 Penalty: 4951.105957
	Iteration 12Q: 3 clusters Score -3018420 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3018515.000000 Penalty: 4951.105957
	Iteration 13Q: 3 clusters Score -3018515 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3018585.000000 Penalty: 4951.105957
	Iteration 14Q: 3 clusters Score -3018585 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3018624.250000 Penalty: 4951.105957
	Iteration 15Q: 3 clusters Score -3018624 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3018652.250000 Penalty: 4951.105957
	Iteration 16Q: 3 clusters Score -3018652 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3018675.500000 Penalty: 4951.105957
	Iteration 17Q: 3 clusters Score -3018676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3018690.750000 Penalty: 4951.105957
	Iteration 18Q: 3 clusters Score -3018691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3018700.750000 Penalty: 4951.105957
	Iteration 19Q: 3 clusters Score -3018701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3018707.250000 Penalty: 4951.105957
	Iteration 20F: 3 clusters Score -3018707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3018716.750000 Penalty: 4951.105957
	Iteration 21Q: 3 clusters Score -3018717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3018720.000000 Penalty: 4951.105957
	Iteration 22Q: 3 clusters Score -3018720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3018727.500000 Penalty: 4951.105957
	Iteration 23Q: 3 clusters Score -3018728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3018732.750000 Penalty: 4951.105957
	Iteration 24Q: 3 clusters Score -3018733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3018744.500000 Penalty: 4951.105957
	Iteration 25Q: 3 clusters Score -3018744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3018757.000000 Penalty: 4951.105957
	Iteration 26Q: 3 clusters Score -3018757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3018759.750000 Penalty: 4951.105957
	Iteration 27Q: 3 clusters Score -3018760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3018765.000000 Penalty: 4951.105957
	Iteration 28Q: 3 clusters Score -3018765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3018768.000000 Penalty: 4951.105957
	Iteration 29Q: 3 clusters Score -3018768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3018773.500000 Penalty: 4951.105957
	Iteration 30Q: 3 clusters Score -3018774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3018771.500000 Penalty: 4951.105957
	Iteration 31Q: 3 clusters Score -3018772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3018774.750000 Penalty: 4951.105957
	Iteration 32Q: 3 clusters Score -3018775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3018771.250000 Penalty: 4951.105957
	Iteration 33Q: 3 clusters Score -3018771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3018772.000000 Penalty: 4951.105957
	Iteration 34Q: 3 clusters Score -3018772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3018773.250000 Penalty: 4951.105957
	Iteration 35Q: 3 clusters Score -3018773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3018774.500000 Penalty: 4951.105957
	Iteration 36Q: 3 clusters Score -3018774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3018774.500000 Penalty: 4951.105957
	Iteration 37Q: 3 clusters Score -3018774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3018774.500000 Penalty: 4951.105957
	Iteration 38F: 3 clusters Score -3018774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (87989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87989 members 
Entering Unmasked Estep 
Score: -12101117.000000 Penalty: 2823.471680
	Iteration 0F: 2 clusters Score -1.210112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -12042258.000000 Penalty: 5646.943359
	Iteration 0F: 3 clusters Score -1.204226e+07 nChanged 41424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -12065946.000000 Penalty: 5646.943359
	Iteration 1F: 3 clusters Score -1.206595e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -12066814.000000 Penalty: 5646.943359
	Iteration 2Q: 3 clusters Score -1.206681e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -12067991.000000 Penalty: 5646.943359
	Iteration 3Q: 3 clusters Score -1.206799e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53441 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -12069988.000000 Penalty: 5646.943359
	Iteration 4Q: 3 clusters Score -1.206999e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57876 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -12073154.000000 Penalty: 5646.943359
	Iteration 5F: 3 clusters Score -1.207315e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -12078331.000000 Penalty: 5646.943359
	Iteration 6F: 3 clusters Score -1.207833e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -12084691.000000 Penalty: 5646.943359
	Iteration 7F: 3 clusters Score -1.208469e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -12090251.000000 Penalty: 5646.943359
	Iteration 8F: 3 clusters Score -1.209025e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78760 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -12093817.000000 Penalty: 5646.943359
	Iteration 9Q: 3 clusters Score -1.209382e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80835 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -12095647.000000 Penalty: 5646.943359
	Iteration 10Q: 3 clusters Score -1.209565e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82057 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -12096673.000000 Penalty: 5646.943359
	Iteration 11Q: 3 clusters Score -1.209667e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82925 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -12097342.000000 Penalty: 5646.943359
	Iteration 12Q: 3 clusters Score -1.209734e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83587 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -12097829.000000 Penalty: 5646.943359
	Iteration 13Q: 3 clusters Score -1.209783e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84084 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -12098139.000000 Penalty: 5646.943359
	Iteration 14Q: 3 clusters Score -1.209814e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84430 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -12098395.000000 Penalty: 5646.943359
	Iteration 15Q: 3 clusters Score -1.20984e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84713 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -12098579.000000 Penalty: 5646.943359
	Iteration 16Q: 3 clusters Score -1.209858e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84931 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -12098674.000000 Penalty: 5646.943359
	Iteration 17Q: 3 clusters Score -1.209867e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85100 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -12098813.000000 Penalty: 5646.943359
	Iteration 18Q: 3 clusters Score -1.209881e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85232 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -12098878.000000 Penalty: 5646.943359
	Iteration 19Q: 3 clusters Score -1.209888e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85347 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -12098940.000000 Penalty: 5646.943359
	Iteration 20F: 3 clusters Score -1.209894e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85423 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -12098958.000000 Penalty: 5646.943359
	Iteration 21Q: 3 clusters Score -1.209896e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85485 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -12098974.000000 Penalty: 5646.943359
	Iteration 22Q: 3 clusters Score -1.209897e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85537 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -12099019.000000 Penalty: 5646.943359
	Iteration 23Q: 3 clusters Score -1.209902e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85577 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -12099036.000000 Penalty: 5646.943359
	Iteration 24Q: 3 clusters Score -1.209904e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -12099057.000000 Penalty: 5646.943359
	Iteration 25Q: 3 clusters Score -1.209906e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85645 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -12099053.000000 Penalty: 5646.943359
	Iteration 26Q: 3 clusters Score -1.209905e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85675 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -12099081.000000 Penalty: 5646.943359
	Iteration 27Q: 3 clusters Score -1.209908e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85701 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -12099099.000000 Penalty: 5646.943359
	Iteration 28Q: 3 clusters Score -1.20991e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85725 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -12099104.000000 Penalty: 5646.943359
	Iteration 29Q: 3 clusters Score -1.20991e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85747 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -12099120.000000 Penalty: 5646.943359
	Iteration 30Q: 3 clusters Score -1.209912e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85772 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -12099131.000000 Penalty: 5646.943359
	Iteration 31Q: 3 clusters Score -1.209913e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85799 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -12099124.000000 Penalty: 5646.943359
	Iteration 32Q: 3 clusters Score -1.209912e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85819 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -12099123.000000 Penalty: 5646.943359
	Iteration 33Q: 3 clusters Score -1.209912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85834 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -12099127.000000 Penalty: 5646.943359
	Iteration 34Q: 3 clusters Score -1.209913e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85847 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -12099126.000000 Penalty: 5646.943359
	Iteration 35Q: 3 clusters Score -1.209913e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -12099130.000000 Penalty: 5646.943359
	Iteration 36Q: 3 clusters Score -1.209913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85868 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -12099134.000000 Penalty: 5646.943359
	Iteration 37Q: 3 clusters Score -1.209913e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85882 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -12099141.000000 Penalty: 5646.943359
	Iteration 38Q: 3 clusters Score -1.209914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85893 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -12099144.000000 Penalty: 5646.943359
	Iteration 39Q: 3 clusters Score -1.209914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85900 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -12099144.000000 Penalty: 5646.943359
	Iteration 40F: 3 clusters Score -1.209914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85906 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -12099140.000000 Penalty: 5646.943359
	Iteration 41Q: 3 clusters Score -1.209914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85917 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -12099153.000000 Penalty: 5646.943359
	Iteration 42Q: 3 clusters Score -1.209915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -12099154.000000 Penalty: 5646.943359
	Iteration 43Q: 3 clusters Score -1.209915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85925 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -12099151.000000 Penalty: 5646.943359
	Iteration 44Q: 3 clusters Score -1.209915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85932 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -12099153.000000 Penalty: 5646.943359
	Iteration 45Q: 3 clusters Score -1.209915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85940 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -12099147.000000 Penalty: 5646.943359
	Iteration 46Q: 3 clusters Score -1.209915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85943 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -12099153.000000 Penalty: 5646.943359
	Iteration 47Q: 3 clusters Score -1.209915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85945 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -12099159.000000 Penalty: 5646.943359
	Iteration 48Q: 3 clusters Score -1.209916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85948 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -12099155.000000 Penalty: 5646.943359
	Iteration 49Q: 3 clusters Score -1.209916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85953 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -12099159.000000 Penalty: 5646.943359
	Iteration 50Q: 3 clusters Score -1.209916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85954 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -12099160.000000 Penalty: 5646.943359
	Iteration 51Q: 3 clusters Score -1.209916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85954 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -12099160.000000 Penalty: 5646.943359
	Iteration 52F: 3 clusters Score -1.209916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -61944.171875 Penalty: 1556.607544
	Iteration 0F: 2 clusters Score -61944.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -60494.296875 Penalty: 3113.215088
	Iteration 0F: 3 clusters Score -60494.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60837.335938 Penalty: 3113.215088
	Iteration 1F: 3 clusters Score -60837.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61013.746094 Penalty: 3113.215088
	Iteration 2F: 3 clusters Score -61013.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61205.937500 Penalty: 3113.215088
	Iteration 3F: 3 clusters Score -61205.94 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61431.386719 Penalty: 3113.215088
	Iteration 4F: 3 clusters Score -61431.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -61655.046875 Penalty: 3113.215088
	Iteration 5F: 3 clusters Score -61655.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61972.097656 Penalty: 3113.215088
	Iteration 6F: 3 clusters Score -61972.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -62194.628906 Penalty: 3113.215088
	Iteration 7F: 3 clusters Score -62194.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62315.121094 Penalty: 3113.215088
	Iteration 8Q: 3 clusters Score -62315.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -62385.910156 Penalty: 3113.215088
	Iteration 9Q: 3 clusters Score -62385.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62388.468750 Penalty: 3113.215088
	Iteration 10Q: 3 clusters Score -62388.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62388.468750 Penalty: 3113.215088
	Iteration 11F: 3 clusters Score -62388.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 135165 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 8 contains 50987 members 
Mstep: Class 9 contains 15054 members 
Mstep: Class 10 contains 161412 members 
Mstep: Class 11 contains 21635 members 
Mstep: Class 12 contains 87989 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 43402 members 
Mstep: Class 17 contains 30021 members 
Mstep: Class 18 contains 52772 members 
Mstep: Class 19 contains 187113 members 
Mstep: Class 20 contains 2139 members 
Mstep: Class 21 contains 65376 members 
Entering Unmasked Estep 
Score: -116092056.000000 Penalty: 54213.273438
Splitting cluster 13 changes total score from -116092752.000000 to -116092056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -70092.460938 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -70092.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68536.343750 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -68536.34 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68948.195312 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -68948.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -69199.117188 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -69199.12 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -69438.171875 Penalty: 3166.219238
	Iteration 3F: 3 clusters Score -69438.17 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -69719.585938 Penalty: 3166.219238
	Iteration 4F: 3 clusters Score -69719.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69915.500000 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -69915.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70034.992188 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -70034.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70069.250000 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -70069.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70077.335938 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -70077.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70101.804688 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -70101.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70128.523438 Penalty: 3166.219238
	Iteration 10Q: 3 clusters Score -70128.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70146.257812 Penalty: 3166.219238
	Iteration 11Q: 3 clusters Score -70146.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70165.234375 Penalty: 3166.219238
	Iteration 12Q: 3 clusters Score -70165.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70217.546875 Penalty: 3166.219238
	Iteration 13Q: 3 clusters Score -70217.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70287.687500 Penalty: 3166.219238
	Iteration 14Q: 3 clusters Score -70287.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70322.539062 Penalty: 3166.219238
	Iteration 15Q: 3 clusters Score -70322.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70332.437500 Penalty: 3166.219238
	Iteration 16Q: 3 clusters Score -70332.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -70339.085938 Penalty: 3166.219238
	Iteration 17Q: 3 clusters Score -70339.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70348.289062 Penalty: 3166.219238
	Iteration 18Q: 3 clusters Score -70348.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70348.289062 Penalty: 3166.219238
	Iteration 19F: 3 clusters Score -70348.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 135165 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 8 contains 50987 members 
Mstep: Class 9 contains 15054 members 
Mstep: Class 10 contains 161412 members 
Mstep: Class 11 contains 21635 members 
Mstep: Class 12 contains 87989 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 16 contains 43402 members 
Mstep: Class 17 contains 30021 members 
Mstep: Class 18 contains 52772 members 
Mstep: Class 19 contains 187113 members 
Mstep: Class 20 contains 2139 members 
Mstep: Class 21 contains 65376 members 
Entering Unmasked Estep 
Score: -116091984.000000 Penalty: 54213.273438
Splitting cluster 14 changes total score from -116092752.000000 to -116091984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (43402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Entering Unmasked Estep 
Score: -6034235.500000 Penalty: 2648.208740
	Iteration 0F: 2 clusters Score -6034236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -6004718.000000 Penalty: 5296.417480
	Iteration 0F: 3 clusters Score -6004718 nChanged 20004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -6015881.000000 Penalty: 5296.417480
	Iteration 1F: 3 clusters Score -6015881 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -6016490.000000 Penalty: 5296.417480
	Iteration 2Q: 3 clusters Score -6016490 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -6017220.500000 Penalty: 5296.417480
	Iteration 3Q: 3 clusters Score -6017220 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -6018167.500000 Penalty: 5296.417480
	Iteration 4Q: 3 clusters Score -6018168 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -6019434.500000 Penalty: 5296.417480
	Iteration 5Q: 3 clusters Score -6019434 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -6021041.500000 Penalty: 5296.417480
	Iteration 6F: 3 clusters Score -6021042 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -6023071.500000 Penalty: 5296.417480
	Iteration 7F: 3 clusters Score -6023072 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -6025362.500000 Penalty: 5296.417480
	Iteration 8F: 3 clusters Score -6025362 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -6027465.500000 Penalty: 5296.417480
	Iteration 9F: 3 clusters Score -6027466 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -6029033.500000 Penalty: 5296.417480
	Iteration 10Q: 3 clusters Score -6029034 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -6030034.500000 Penalty: 5296.417480
	Iteration 11Q: 3 clusters Score -6030034 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -6030698.500000 Penalty: 5296.417480
	Iteration 12Q: 3 clusters Score -6030698 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -6031078.000000 Penalty: 5296.417480
	Iteration 13Q: 3 clusters Score -6031078 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -6031331.000000 Penalty: 5296.417480
	Iteration 14Q: 3 clusters Score -6031331 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -6031523.000000 Penalty: 5296.417480
	Iteration 15Q: 3 clusters Score -6031523 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -6031636.000000 Penalty: 5296.417480
	Iteration 16Q: 3 clusters Score -6031636 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -6031733.000000 Penalty: 5296.417480
	Iteration 17Q: 3 clusters Score -6031733 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -6031783.500000 Penalty: 5296.417480
	Iteration 18Q: 3 clusters Score -6031784 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -6031825.000000 Penalty: 5296.417480
	Iteration 19Q: 3 clusters Score -6031825 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -6031859.000000 Penalty: 5296.417480
	Iteration 20F: 3 clusters Score -6031859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -6031892.500000 Penalty: 5296.417480
	Iteration 21Q: 3 clusters Score -6031892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -6031901.000000 Penalty: 5296.417480
	Iteration 22Q: 3 clusters Score -6031901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -6031921.000000 Penalty: 5296.417480
	Iteration 23Q: 3 clusters Score -6031921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -6031933.000000 Penalty: 5296.417480
	Iteration 24Q: 3 clusters Score -6031933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -6031937.000000 Penalty: 5296.417480
	Iteration 25Q: 3 clusters Score -6031937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -6031940.000000 Penalty: 5296.417480
	Iteration 26Q: 3 clusters Score -6031940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -6031944.000000 Penalty: 5296.417480
	Iteration 27Q: 3 clusters Score -6031944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -6031959.500000 Penalty: 5296.417480
	Iteration 28Q: 3 clusters Score -6031960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -6031971.500000 Penalty: 5296.417480
	Iteration 29Q: 3 clusters Score -6031972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -6031973.500000 Penalty: 5296.417480
	Iteration 30Q: 3 clusters Score -6031974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -6031980.500000 Penalty: 5296.417480
	Iteration 31Q: 3 clusters Score -6031980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -6031977.000000 Penalty: 5296.417480
	Iteration 32Q: 3 clusters Score -6031977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -6031976.500000 Penalty: 5296.417480
	Iteration 33Q: 3 clusters Score -6031976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -6031980.000000 Penalty: 5296.417480
	Iteration 34Q: 3 clusters Score -6031980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 42834 members 
Entering Unmasked Estep 
Score: -6031983.000000 Penalty: 5296.417480
	Iteration 35Q: 3 clusters Score -6031983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -6031990.500000 Penalty: 5296.417480
	Iteration 36Q: 3 clusters Score -6031990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -6031996.500000 Penalty: 5296.417480
	Iteration 37Q: 3 clusters Score -6031996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -6032000.500000 Penalty: 5296.417480
	Iteration 38Q: 3 clusters Score -6032000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -6032005.500000 Penalty: 5296.417480
	Iteration 39Q: 3 clusters Score -6032006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -6032009.000000 Penalty: 5296.417480
	Iteration 40F: 3 clusters Score -6032009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -6032002.500000 Penalty: 5296.417480
	Iteration 41Q: 3 clusters Score -6032002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -6032000.500000 Penalty: 5296.417480
	Iteration 42Q: 3 clusters Score -6032000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -6032011.000000 Penalty: 5296.417480
	Iteration 43Q: 3 clusters Score -6032011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -6032012.500000 Penalty: 5296.417480
	Iteration 44Q: 3 clusters Score -6032012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -6032012.000000 Penalty: 5296.417480
	Iteration 45Q: 3 clusters Score -6032012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -6032013.500000 Penalty: 5296.417480
	Iteration 46Q: 3 clusters Score -6032014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -6032016.000000 Penalty: 5296.417480
	Iteration 47Q: 3 clusters Score -6032016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -6032018.500000 Penalty: 5296.417480
	Iteration 48Q: 3 clusters Score -6032018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -6032018.500000 Penalty: 5296.417480
	Iteration 49F: 3 clusters Score -6032018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Entering Unmasked Estep 
Score: -4181674.750000 Penalty: 2556.793701
	Iteration 0F: 2 clusters Score -4181675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -4160930.250000 Penalty: 5113.587402
	Iteration 0F: 3 clusters Score -4160930 nChanged 13593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -4168335.250000 Penalty: 5113.587402
	Iteration 1F: 3 clusters Score -4168335 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -4168798.250000 Penalty: 5113.587402
	Iteration 2Q: 3 clusters Score -4168798 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -4169219.000000 Penalty: 5113.587402
	Iteration 3Q: 3 clusters Score -4169219 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -4169590.500000 Penalty: 5113.587402
	Iteration 4Q: 3 clusters Score -4169590 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -4169934.750000 Penalty: 5113.587402
	Iteration 5Q: 3 clusters Score -4169935 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -4170302.500000 Penalty: 5113.587402
	Iteration 6Q: 3 clusters Score -4170302 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -4170779.750000 Penalty: 5113.587402
	Iteration 7Q: 3 clusters Score -4170780 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -4171482.000000 Penalty: 5113.587402
	Iteration 8Q: 3 clusters Score -4171482 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -4172370.500000 Penalty: 5113.587402
	Iteration 9F: 3 clusters Score -4172370 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -4173653.000000 Penalty: 5113.587402
	Iteration 10F: 3 clusters Score -4173653 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -4175160.250000 Penalty: 5113.587402
	Iteration 11F: 3 clusters Score -4175160 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -4176593.500000 Penalty: 5113.587402
	Iteration 12F: 3 clusters Score -4176594 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -4177732.500000 Penalty: 5113.587402
	Iteration 13Q: 3 clusters Score -4177732 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -4178503.500000 Penalty: 5113.587402
	Iteration 14Q: 3 clusters Score -4178504 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -4178910.500000 Penalty: 5113.587402
	Iteration 15Q: 3 clusters Score -4178910 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -4179132.750000 Penalty: 5113.587402
	Iteration 16Q: 3 clusters Score -4179133 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -4179255.750000 Penalty: 5113.587402
	Iteration 17Q: 3 clusters Score -4179256 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -4179316.750000 Penalty: 5113.587402
	Iteration 18Q: 3 clusters Score -4179317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -4179363.250000 Penalty: 5113.587402
	Iteration 19Q: 3 clusters Score -4179363 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -4179404.500000 Penalty: 5113.587402
	Iteration 20F: 3 clusters Score -4179404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -4179429.000000 Penalty: 5113.587402
	Iteration 21Q: 3 clusters Score -4179429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -4179450.750000 Penalty: 5113.587402
	Iteration 22Q: 3 clusters Score -4179451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -4179462.500000 Penalty: 5113.587402
	Iteration 23Q: 3 clusters Score -4179462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -4179478.750000 Penalty: 5113.587402
	Iteration 24Q: 3 clusters Score -4179479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -4179482.000000 Penalty: 5113.587402
	Iteration 25Q: 3 clusters Score -4179482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -4179497.250000 Penalty: 5113.587402
	Iteration 26Q: 3 clusters Score -4179497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -4179509.500000 Penalty: 5113.587402
	Iteration 27Q: 3 clusters Score -4179510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -4179518.250000 Penalty: 5113.587402
	Iteration 28Q: 3 clusters Score -4179518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -4179517.250000 Penalty: 5113.587402
	Iteration 29Q: 3 clusters Score -4179517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -4179517.250000 Penalty: 5113.587402
	Iteration 30Q: 3 clusters Score -4179517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -4179517.250000 Penalty: 5113.587402
	Iteration 31F: 3 clusters Score -4179517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (52772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Entering Unmasked Estep 
Score: -7346015.000000 Penalty: 2696.686523
	Iteration 0F: 2 clusters Score -7346015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -7310502.000000 Penalty: 5393.373047
	Iteration 0F: 3 clusters Score -7310502 nChanged 24393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -7323912.500000 Penalty: 5393.373047
	Iteration 1F: 3 clusters Score -7323912 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -7324443.500000 Penalty: 5393.373047
	Iteration 2Q: 3 clusters Score -7324444 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -7325193.000000 Penalty: 5393.373047
	Iteration 3Q: 3 clusters Score -7325193 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -7326250.000000 Penalty: 5393.373047
	Iteration 4Q: 3 clusters Score -7326250 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -7328052.500000 Penalty: 5393.373047
	Iteration 5F: 3 clusters Score -7328052 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -7331005.000000 Penalty: 5393.373047
	Iteration 6F: 3 clusters Score -7331005 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -7335364.500000 Penalty: 5393.373047
	Iteration 7F: 3 clusters Score -7335364 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -7339956.500000 Penalty: 5393.373047
	Iteration 8F: 3 clusters Score -7339956 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -7342661.500000 Penalty: 5393.373047
	Iteration 9F: 3 clusters Score -7342662 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7343789.000000 Penalty: 5393.373047
	Iteration 10Q: 3 clusters Score -7343789 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -7344226.000000 Penalty: 5393.373047
	Iteration 11Q: 3 clusters Score -7344226 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7344432.000000 Penalty: 5393.373047
	Iteration 12Q: 3 clusters Score -7344432 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7344534.000000 Penalty: 5393.373047
	Iteration 13Q: 3 clusters Score -7344534 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7344561.000000 Penalty: 5393.373047
	Iteration 14Q: 3 clusters Score -7344561 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7344581.500000 Penalty: 5393.373047
	Iteration 15Q: 3 clusters Score -7344582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7344602.000000 Penalty: 5393.373047
	Iteration 16Q: 3 clusters Score -7344602 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7344606.500000 Penalty: 5393.373047
	Iteration 17Q: 3 clusters Score -7344606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7344623.500000 Penalty: 5393.373047
	Iteration 18Q: 3 clusters Score -7344624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7344625.000000 Penalty: 5393.373047
	Iteration 19Q: 3 clusters Score -7344625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7344627.500000 Penalty: 5393.373047
	Iteration 20F: 3 clusters Score -7344628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7344627.000000 Penalty: 5393.373047
	Iteration 21Q: 3 clusters Score -7344627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7344642.000000 Penalty: 5393.373047
	Iteration 22Q: 3 clusters Score -7344642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7344634.500000 Penalty: 5393.373047
	Iteration 23Q: 3 clusters Score -7344634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7344634.500000 Penalty: 5393.373047
	Iteration 24Q: 3 clusters Score -7344634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7344630.500000 Penalty: 5393.373047
	Iteration 25Q: 3 clusters Score -7344630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7344630.500000 Penalty: 5393.373047
	Iteration 26F: 3 clusters Score -7344630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (187113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187113 members 
Entering Unmasked Estep 
Score: -25646364.000000 Penalty: 3010.588135
	Iteration 0F: 2 clusters Score -2.564636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93396 members 
Mstep: Class 2 contains 93717 members 
Entering Unmasked Estep 
Score: -25527692.000000 Penalty: 6021.176270
	Iteration 0F: 3 clusters Score -2.552769e+07 nChanged 90094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91668 members 
Mstep: Class 2 contains 95445 members 
Entering Unmasked Estep 
Score: -25580476.000000 Penalty: 6021.176270
	Iteration 1F: 3 clusters Score -2.558048e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90372 members 
Mstep: Class 2 contains 96741 members 
Entering Unmasked Estep 
Score: -25581814.000000 Penalty: 6021.176270
	Iteration 2Q: 3 clusters Score -2.558181e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88290 members 
Mstep: Class 2 contains 98823 members 
Entering Unmasked Estep 
Score: -25583802.000000 Penalty: 6021.176270
	Iteration 3Q: 3 clusters Score -2.55838e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85295 members 
Mstep: Class 2 contains 101818 members 
Entering Unmasked Estep 
Score: -25586686.000000 Penalty: 6021.176270
	Iteration 4Q: 3 clusters Score -2.558669e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81331 members 
Mstep: Class 2 contains 105782 members 
Entering Unmasked Estep 
Score: -25591070.000000 Penalty: 6021.176270
	Iteration 5Q: 3 clusters Score -2.559107e+07 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76576 members 
Mstep: Class 2 contains 110537 members 
Entering Unmasked Estep 
Score: -25596766.000000 Penalty: 6021.176270
	Iteration 6Q: 3 clusters Score -2.559677e+07 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71425 members 
Mstep: Class 2 contains 115688 members 
Entering Unmasked Estep 
Score: -25604252.000000 Penalty: 6021.176270
	Iteration 7F: 3 clusters Score -2.560425e+07 nChanged 11195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66794 members 
Mstep: Class 2 contains 120319 members 
Entering Unmasked Estep 
Score: -25612026.000000 Penalty: 6021.176270
	Iteration 8F: 3 clusters Score -2.561203e+07 nChanged 10852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63264 members 
Mstep: Class 2 contains 123849 members 
Entering Unmasked Estep 
Score: -25619132.000000 Penalty: 6021.176270
	Iteration 9F: 3 clusters Score -2.561913e+07 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Mstep: Class 2 contains 126203 members 
Entering Unmasked Estep 
Score: -25623562.000000 Penalty: 6021.176270
	Iteration 10Q: 3 clusters Score -2.562356e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 127825 members 
Entering Unmasked Estep 
Score: -25625954.000000 Penalty: 6021.176270
	Iteration 11Q: 3 clusters Score -2.562595e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57876 members 
Mstep: Class 2 contains 129237 members 
Entering Unmasked Estep 
Score: -25627312.000000 Penalty: 6021.176270
	Iteration 12Q: 3 clusters Score -2.562731e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 130612 members 
Entering Unmasked Estep 
Score: -25627756.000000 Penalty: 6021.176270
	Iteration 13Q: 3 clusters Score -2.562776e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55070 members 
Mstep: Class 2 contains 132043 members 
Entering Unmasked Estep 
Score: -25628332.000000 Penalty: 6021.176270
	Iteration 14Q: 3 clusters Score -2.562833e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53525 members 
Mstep: Class 2 contains 133588 members 
Entering Unmasked Estep 
Score: -25628734.000000 Penalty: 6021.176270
	Iteration 15Q: 3 clusters Score -2.562873e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 135241 members 
Entering Unmasked Estep 
Score: -25629080.000000 Penalty: 6021.176270
	Iteration 16Q: 3 clusters Score -2.562908e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Mstep: Class 2 contains 137075 members 
Entering Unmasked Estep 
Score: -25629546.000000 Penalty: 6021.176270
	Iteration 17Q: 3 clusters Score -2.562955e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 139065 members 
Entering Unmasked Estep 
Score: -25630052.000000 Penalty: 6021.176270
	Iteration 18Q: 3 clusters Score -2.563005e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 141155 members 
Entering Unmasked Estep 
Score: -25630426.000000 Penalty: 6021.176270
	Iteration 19Q: 3 clusters Score -2.563043e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 143430 members 
Entering Unmasked Estep 
Score: -25631074.000000 Penalty: 6021.176270
	Iteration 20F: 3 clusters Score -2.563107e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 145861 members 
Entering Unmasked Estep 
Score: -25631634.000000 Penalty: 6021.176270
	Iteration 21Q: 3 clusters Score -2.563163e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 148337 members 
Entering Unmasked Estep 
Score: -25632330.000000 Penalty: 6021.176270
	Iteration 22Q: 3 clusters Score -2.563233e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 150801 members 
Entering Unmasked Estep 
Score: -25632982.000000 Penalty: 6021.176270
	Iteration 23Q: 3 clusters Score -2.563298e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 153301 members 
Entering Unmasked Estep 
Score: -25633680.000000 Penalty: 6021.176270
	Iteration 24Q: 3 clusters Score -2.563368e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 155852 members 
Entering Unmasked Estep 
Score: -25634432.000000 Penalty: 6021.176270
	Iteration 25Q: 3 clusters Score -2.563443e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 158384 members 
Entering Unmasked Estep 
Score: -25635064.000000 Penalty: 6021.176270
	Iteration 26Q: 3 clusters Score -2.563506e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 160838 members 
Entering Unmasked Estep 
Score: -25635750.000000 Penalty: 6021.176270
	Iteration 27Q: 3 clusters Score -2.563575e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 163309 members 
Entering Unmasked Estep 
Score: -25636508.000000 Penalty: 6021.176270
	Iteration 28Q: 3 clusters Score -2.563651e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 165690 members 
Entering Unmasked Estep 
Score: -25637314.000000 Penalty: 6021.176270
	Iteration 29Q: 3 clusters Score -2.563731e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 167958 members 
Entering Unmasked Estep 
Score: -25637962.000000 Penalty: 6021.176270
	Iteration 30Q: 3 clusters Score -2.563796e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 170100 members 
Entering Unmasked Estep 
Score: -25638518.000000 Penalty: 6021.176270
	Iteration 31Q: 3 clusters Score -2.563852e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 172054 members 
Entering Unmasked Estep 
Score: -25639004.000000 Penalty: 6021.176270
	Iteration 32Q: 3 clusters Score -2.5639e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 173802 members 
Entering Unmasked Estep 
Score: -25639440.000000 Penalty: 6021.176270
	Iteration 33Q: 3 clusters Score -2.563944e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 175396 members 
Entering Unmasked Estep 
Score: -25639870.000000 Penalty: 6021.176270
	Iteration 34Q: 3 clusters Score -2.563987e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 176774 members 
Entering Unmasked Estep 
Score: -25640264.000000 Penalty: 6021.176270
	Iteration 35Q: 3 clusters Score -2.564026e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 177989 members 
Entering Unmasked Estep 
Score: -25640670.000000 Penalty: 6021.176270
	Iteration 36Q: 3 clusters Score -2.564067e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 179027 members 
Entering Unmasked Estep 
Score: -25640876.000000 Penalty: 6021.176270
	Iteration 37Q: 3 clusters Score -2.564088e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 179936 members 
Entering Unmasked Estep 
Score: -25641212.000000 Penalty: 6021.176270
	Iteration 38Q: 3 clusters Score -2.564121e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 180751 members 
Entering Unmasked Estep 
Score: -25641484.000000 Penalty: 6021.176270
	Iteration 39Q: 3 clusters Score -2.564148e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 181471 members 
Entering Unmasked Estep 
Score: -25641792.000000 Penalty: 6021.176270
	Iteration 40F: 3 clusters Score -2.564179e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 182052 members 
Entering Unmasked Estep 
Score: -25642058.000000 Penalty: 6021.176270
	Iteration 41Q: 3 clusters Score -2.564206e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 182544 members 
Entering Unmasked Estep 
Score: -25642288.000000 Penalty: 6021.176270
	Iteration 42Q: 3 clusters Score -2.564229e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 182979 members 
Entering Unmasked Estep 
Score: -25642506.000000 Penalty: 6021.176270
	Iteration 43Q: 3 clusters Score -2.564251e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 183350 members 
Entering Unmasked Estep 
Score: -25642662.000000 Penalty: 6021.176270
	Iteration 44Q: 3 clusters Score -2.564266e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 183672 members 
Entering Unmasked Estep 
Score: -25642784.000000 Penalty: 6021.176270
	Iteration 45Q: 3 clusters Score -2.564278e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 183944 members 
Entering Unmasked Estep 
Score: -25642888.000000 Penalty: 6021.176270
	Iteration 46Q: 3 clusters Score -2.564289e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 184175 members 
Entering Unmasked Estep 
Score: -25642988.000000 Penalty: 6021.176270
	Iteration 47Q: 3 clusters Score -2.564299e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 184397 members 
Entering Unmasked Estep 
Score: -25643038.000000 Penalty: 6021.176270
	Iteration 48Q: 3 clusters Score -2.564304e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 184577 members 
Entering Unmasked Estep 
Score: -25643122.000000 Penalty: 6021.176270
	Iteration 49Q: 3 clusters Score -2.564312e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 184704 members 
Entering Unmasked Estep 
Score: -25643180.000000 Penalty: 6021.176270
	Iteration 50Q: 3 clusters Score -2.564318e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 184812 members 
Entering Unmasked Estep 
Score: -25643254.000000 Penalty: 6021.176270
	Iteration 51Q: 3 clusters Score -2.564325e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 184899 members 
Entering Unmasked Estep 
Score: -25643276.000000 Penalty: 6021.176270
	Iteration 52Q: 3 clusters Score -2.564328e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 184974 members 
Entering Unmasked Estep 
Score: -25643342.000000 Penalty: 6021.176270
	Iteration 53Q: 3 clusters Score -2.564334e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 185041 members 
Entering Unmasked Estep 
Score: -25643390.000000 Penalty: 6021.176270
	Iteration 54Q: 3 clusters Score -2.564339e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 185111 members 
Entering Unmasked Estep 
Score: -25643406.000000 Penalty: 6021.176270
	Iteration 55Q: 3 clusters Score -2.564341e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 185191 members 
Entering Unmasked Estep 
Score: -25643440.000000 Penalty: 6021.176270
	Iteration 56Q: 3 clusters Score -2.564344e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 185257 members 
Entering Unmasked Estep 
Score: -25643496.000000 Penalty: 6021.176270
	Iteration 57Q: 3 clusters Score -2.56435e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 185321 members 
Entering Unmasked Estep 
Score: -25643490.000000 Penalty: 6021.176270
	Iteration 58Q: 3 clusters Score -2.564349e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 185373 members 
Entering Unmasked Estep 
Score: -25643516.000000 Penalty: 6021.176270
	Iteration 59Q: 3 clusters Score -2.564352e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 185417 members 
Entering Unmasked Estep 
Score: -25643530.000000 Penalty: 6021.176270
	Iteration 60F: 3 clusters Score -2.564353e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 185459 members 
Entering Unmasked Estep 
Score: -25643558.000000 Penalty: 6021.176270
	Iteration 61Q: 3 clusters Score -2.564356e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 185500 members 
Entering Unmasked Estep 
Score: -25643566.000000 Penalty: 6021.176270
	Iteration 62Q: 3 clusters Score -2.564357e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 185537 members 
Entering Unmasked Estep 
Score: -25643584.000000 Penalty: 6021.176270
	Iteration 63Q: 3 clusters Score -2.564358e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 185567 members 
Entering Unmasked Estep 
Score: -25643590.000000 Penalty: 6021.176270
	Iteration 64Q: 3 clusters Score -2.564359e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 185593 members 
Entering Unmasked Estep 
Score: -25643576.000000 Penalty: 6021.176270
	Iteration 65Q: 3 clusters Score -2.564358e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 185610 members 
Entering Unmasked Estep 
Score: -25643578.000000 Penalty: 6021.176270
	Iteration 66Q: 3 clusters Score -2.564358e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 185635 members 
Entering Unmasked Estep 
Score: -25643606.000000 Penalty: 6021.176270
	Iteration 67Q: 3 clusters Score -2.564361e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 185655 members 
Entering Unmasked Estep 
Score: -25643634.000000 Penalty: 6021.176270
	Iteration 68Q: 3 clusters Score -2.564363e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 185674 members 
Entering Unmasked Estep 
Score: -25643626.000000 Penalty: 6021.176270
	Iteration 69Q: 3 clusters Score -2.564363e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 185690 members 
Entering Unmasked Estep 
Score: -25643628.000000 Penalty: 6021.176270
	Iteration 70Q: 3 clusters Score -2.564363e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 185702 members 
Entering Unmasked Estep 
Score: -25643646.000000 Penalty: 6021.176270
	Iteration 71Q: 3 clusters Score -2.564365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 185713 members 
Entering Unmasked Estep 
Score: -25643650.000000 Penalty: 6021.176270
	Iteration 72Q: 3 clusters Score -2.564365e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 185725 members 
Entering Unmasked Estep 
Score: -25643656.000000 Penalty: 6021.176270
	Iteration 73Q: 3 clusters Score -2.564366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 185737 members 
Entering Unmasked Estep 
Score: -25643686.000000 Penalty: 6021.176270
	Iteration 74Q: 3 clusters Score -2.564369e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 185753 members 
Entering Unmasked Estep 
Score: -25643694.000000 Penalty: 6021.176270
	Iteration 75Q: 3 clusters Score -2.564369e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 185773 members 
Entering Unmasked Estep 
Score: -25643716.000000 Penalty: 6021.176270
	Iteration 76Q: 3 clusters Score -2.564372e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 185788 members 
Entering Unmasked Estep 
Score: -25643718.000000 Penalty: 6021.176270
	Iteration 77Q: 3 clusters Score -2.564372e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 185801 members 
Entering Unmasked Estep 
Score: -25643724.000000 Penalty: 6021.176270
	Iteration 78Q: 3 clusters Score -2.564372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 185812 members 
Entering Unmasked Estep 
Score: -25643740.000000 Penalty: 6021.176270
	Iteration 79Q: 3 clusters Score -2.564374e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 185824 members 
Entering Unmasked Estep 
Score: -25643742.000000 Penalty: 6021.176270
	Iteration 80F: 3 clusters Score -2.564374e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 185836 members 
Entering Unmasked Estep 
Score: -25643726.000000 Penalty: 6021.176270
	Iteration 81Q: 3 clusters Score -2.564373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 185848 members 
Entering Unmasked Estep 
Score: -25643706.000000 Penalty: 6021.176270
	Iteration 82Q: 3 clusters Score -2.564371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 185857 members 
Entering Unmasked Estep 
Score: -25643706.000000 Penalty: 6021.176270
	Iteration 83Q: 3 clusters Score -2.564371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 185860 members 
Entering Unmasked Estep 
Score: -25643726.000000 Penalty: 6021.176270
	Iteration 84Q: 3 clusters Score -2.564373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 185862 members 
Entering Unmasked Estep 
Score: -25643710.000000 Penalty: 6021.176270
	Iteration 85Q: 3 clusters Score -2.564371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 185864 members 
Entering Unmasked Estep 
Score: -25643732.000000 Penalty: 6021.176270
	Iteration 86Q: 3 clusters Score -2.564373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 185864 members 
Entering Unmasked Estep 
Score: -25643724.000000 Penalty: 6021.176270
	Iteration 87Q: 3 clusters Score -2.564372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 185865 members 
Entering Unmasked Estep 
Score: -25643718.000000 Penalty: 6021.176270
	Iteration 88Q: 3 clusters Score -2.564372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 185866 members 
Entering Unmasked Estep 
Score: -25643716.000000 Penalty: 6021.176270
	Iteration 89Q: 3 clusters Score -2.564372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 185866 members 
Entering Unmasked Estep 
Score: -25643734.000000 Penalty: 6021.176270
	Iteration 90Q: 3 clusters Score -2.564373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 185870 members 
Entering Unmasked Estep 
Score: -25643732.000000 Penalty: 6021.176270
	Iteration 91Q: 3 clusters Score -2.564373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 185871 members 
Entering Unmasked Estep 
Score: -25643728.000000 Penalty: 6021.176270
	Iteration 92Q: 3 clusters Score -2.564373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 185873 members 
Entering Unmasked Estep 
Score: -25643716.000000 Penalty: 6021.176270
	Iteration 93Q: 3 clusters Score -2.564372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 185881 members 
Entering Unmasked Estep 
Score: -25643730.000000 Penalty: 6021.176270
	Iteration 94Q: 3 clusters Score -2.564373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 185889 members 
Entering Unmasked Estep 
Score: -25643736.000000 Penalty: 6021.176270
	Iteration 95Q: 3 clusters Score -2.564374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 185892 members 
Entering Unmasked Estep 
Score: -25643752.000000 Penalty: 6021.176270
	Iteration 96Q: 3 clusters Score -2.564375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 185896 members 
Entering Unmasked Estep 
Score: -25643764.000000 Penalty: 6021.176270
	Iteration 97Q: 3 clusters Score -2.564376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 185896 members 
Entering Unmasked Estep 
Score: -25643754.000000 Penalty: 6021.176270
	Iteration 98Q: 3 clusters Score -2.564375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 185897 members 
Entering Unmasked Estep 
Score: -25643754.000000 Penalty: 6021.176270
	Iteration 99Q: 3 clusters Score -2.564375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 185896 members 
Entering Unmasked Estep 
Score: -25643746.000000 Penalty: 6021.176270
	Iteration 100F: 3 clusters Score -2.564375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 185895 members 
Entering Unmasked Estep 
Score: -25643754.000000 Penalty: 6021.176270
	Iteration 101Q: 3 clusters Score -2.564375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 185895 members 
Entering Unmasked Estep 
Score: -25643754.000000 Penalty: 6021.176270
	Iteration 102F: 3 clusters Score -2.564375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Entering Unmasked Estep 
Score: -273289.937500 Penalty: 1901.687256
	Iteration 0F: 2 clusters Score -273289.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -270554.281250 Penalty: 3803.374512
	Iteration 0F: 3 clusters Score -270554.3 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -271080.843750 Penalty: 3803.374512
	Iteration 1F: 3 clusters Score -271080.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -271250.187500 Penalty: 3803.374512
	Iteration 2F: 3 clusters Score -271250.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -271376.875000 Penalty: 3803.374512
	Iteration 3F: 3 clusters Score -271376.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -271476.656250 Penalty: 3803.374512
	Iteration 4Q: 3 clusters Score -271476.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -271598.500000 Penalty: 3803.374512
	Iteration 5Q: 3 clusters Score -271598.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -271700.593750 Penalty: 3803.374512
	Iteration 6Q: 3 clusters Score -271700.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -271810.906250 Penalty: 3803.374512
	Iteration 7Q: 3 clusters Score -271810.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -271920.843750 Penalty: 3803.374512
	Iteration 8Q: 3 clusters Score -271920.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -272002.656250 Penalty: 3803.374512
	Iteration 9Q: 3 clusters Score -272002.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -272061.562500 Penalty: 3803.374512
	Iteration 10Q: 3 clusters Score -272061.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -272125.656250 Penalty: 3803.374512
	Iteration 11Q: 3 clusters Score -272125.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -272208.343750 Penalty: 3803.374512
	Iteration 12Q: 3 clusters Score -272208.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -272316.656250 Penalty: 3803.374512
	Iteration 13Q: 3 clusters Score -272316.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -272446.187500 Penalty: 3803.374512
	Iteration 14Q: 3 clusters Score -272446.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -272641.000000 Penalty: 3803.374512
	Iteration 15Q: 3 clusters Score -272641 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -272912.718750 Penalty: 3803.374512
	Iteration 16Q: 3 clusters Score -272912.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -273244.625000 Penalty: 3803.374512
	Iteration 17Q: 3 clusters Score -273244.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -273713.656250 Penalty: 3803.374512
	Iteration 18Q: 3 clusters Score -273713.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -274245.281250 Penalty: 3803.374512
	Iteration 19Q: 3 clusters Score -274245.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -274430.531250 Penalty: 3803.374512
	Iteration 20F: 3 clusters Score -274430.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -274444.937500 Penalty: 3803.374512
	Iteration 21Q: 3 clusters Score -274444.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -274446.187500 Penalty: 3803.374512
	Iteration 22Q: 3 clusters Score -274446.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -274446.187500 Penalty: 3803.374512
	Iteration 23F: 3 clusters Score -274446.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 135165 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 8 contains 50987 members 
Mstep: Class 9 contains 15054 members 
Mstep: Class 10 contains 161412 members 
Mstep: Class 11 contains 21635 members 
Mstep: Class 12 contains 87989 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 43402 members 
Mstep: Class 17 contains 30021 members 
Mstep: Class 18 contains 52772 members 
Mstep: Class 19 contains 187113 members 
Mstep: Class 20 contains 970 members 
Mstep: Class 21 contains 65376 members 
Entering Unmasked Estep 
Score: -116093136.000000 Penalty: 54213.273438
Splitting cluster 20 changes total score from -116092752.000000 to -116093136.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 21 (65376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65376 members 
Entering Unmasked Estep 
Score: -9039094.000000 Penalty: 2749.801758
	Iteration 0F: 2 clusters Score -9039094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -8995422.000000 Penalty: 5499.603516
	Iteration 0F: 3 clusters Score -8995422 nChanged 30446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -9012142.000000 Penalty: 5499.603516
	Iteration 1F: 3 clusters Score -9012142 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -9012738.000000 Penalty: 5499.603516
	Iteration 2Q: 3 clusters Score -9012738 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -9013430.000000 Penalty: 5499.603516
	Iteration 3Q: 3 clusters Score -9013430 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -9014043.000000 Penalty: 5499.603516
	Iteration 4Q: 3 clusters Score -9014043 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -9014941.000000 Penalty: 5499.603516
	Iteration 5Q: 3 clusters Score -9014941 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -9016079.000000 Penalty: 5499.603516
	Iteration 6Q: 3 clusters Score -9016079 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -9017689.000000 Penalty: 5499.603516
	Iteration 7Q: 3 clusters Score -9017689 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -9020070.000000 Penalty: 5499.603516
	Iteration 8F: 3 clusters Score -9020070 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -9023092.000000 Penalty: 5499.603516
	Iteration 9F: 3 clusters Score -9023092 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -9025990.000000 Penalty: 5499.603516
	Iteration 10F: 3 clusters Score -9025990 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -9027743.000000 Penalty: 5499.603516
	Iteration 11F: 3 clusters Score -9027743 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -9028380.000000 Penalty: 5499.603516
	Iteration 12Q: 3 clusters Score -9028380 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -9028598.000000 Penalty: 5499.603516
	Iteration 13Q: 3 clusters Score -9028598 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -9028713.000000 Penalty: 5499.603516
	Iteration 14Q: 3 clusters Score -9028713 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -9028784.000000 Penalty: 5499.603516
	Iteration 15Q: 3 clusters Score -9028784 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -9028874.000000 Penalty: 5499.603516
	Iteration 16Q: 3 clusters Score -9028874 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -9028952.000000 Penalty: 5499.603516
	Iteration 17Q: 3 clusters Score -9028952 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -9029062.000000 Penalty: 5499.603516
	Iteration 18Q: 3 clusters Score -9029062 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -9029126.000000 Penalty: 5499.603516
	Iteration 19Q: 3 clusters Score -9029126 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -9029154.000000 Penalty: 5499.603516
	Iteration 20F: 3 clusters Score -9029154 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -9029214.000000 Penalty: 5499.603516
	Iteration 21Q: 3 clusters Score -9029214 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -9029272.000000 Penalty: 5499.603516
	Iteration 22Q: 3 clusters Score -9029272 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -9029347.000000 Penalty: 5499.603516
	Iteration 23Q: 3 clusters Score -9029347 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -9029370.000000 Penalty: 5499.603516
	Iteration 24Q: 3 clusters Score -9029370 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -9029437.000000 Penalty: 5499.603516
	Iteration 25Q: 3 clusters Score -9029437 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -9029493.000000 Penalty: 5499.603516
	Iteration 26Q: 3 clusters Score -9029493 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -9029546.000000 Penalty: 5499.603516
	Iteration 27Q: 3 clusters Score -9029546 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -9029580.000000 Penalty: 5499.603516
	Iteration 28Q: 3 clusters Score -9029580 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -9029610.000000 Penalty: 5499.603516
	Iteration 29Q: 3 clusters Score -9029610 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -9029644.000000 Penalty: 5499.603516
	Iteration 30Q: 3 clusters Score -9029644 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -9029677.000000 Penalty: 5499.603516
	Iteration 31Q: 3 clusters Score -9029677 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -9029679.000000 Penalty: 5499.603516
	Iteration 32Q: 3 clusters Score -9029679 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -9029719.000000 Penalty: 5499.603516
	Iteration 33Q: 3 clusters Score -9029719 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -9029741.000000 Penalty: 5499.603516
	Iteration 34Q: 3 clusters Score -9029741 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -9029768.000000 Penalty: 5499.603516
	Iteration 35Q: 3 clusters Score -9029768 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -9029774.000000 Penalty: 5499.603516
	Iteration 36Q: 3 clusters Score -9029774 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -9029777.000000 Penalty: 5499.603516
	Iteration 37Q: 3 clusters Score -9029777 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -9029771.000000 Penalty: 5499.603516
	Iteration 38Q: 3 clusters Score -9029771 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -9029789.000000 Penalty: 5499.603516
	Iteration 39Q: 3 clusters Score -9029789 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -9029811.000000 Penalty: 5499.603516
	Iteration 40F: 3 clusters Score -9029811 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -9029825.000000 Penalty: 5499.603516
	Iteration 41Q: 3 clusters Score -9029825 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -9029846.000000 Penalty: 5499.603516
	Iteration 42Q: 3 clusters Score -9029846 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -9029830.000000 Penalty: 5499.603516
	Iteration 43Q: 3 clusters Score -9029830 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -9029857.000000 Penalty: 5499.603516
	Iteration 44Q: 3 clusters Score -9029857 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -9029875.000000 Penalty: 5499.603516
	Iteration 45Q: 3 clusters Score -9029875 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -9029876.000000 Penalty: 5499.603516
	Iteration 46Q: 3 clusters Score -9029876 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -9029887.000000 Penalty: 5499.603516
	Iteration 47Q: 3 clusters Score -9029887 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -9029914.000000 Penalty: 5499.603516
	Iteration 48Q: 3 clusters Score -9029914 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -9029915.000000 Penalty: 5499.603516
	Iteration 49Q: 3 clusters Score -9029915 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -9029931.000000 Penalty: 5499.603516
	Iteration 50Q: 3 clusters Score -9029931 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -9029969.000000 Penalty: 5499.603516
	Iteration 51Q: 3 clusters Score -9029969 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -9029998.000000 Penalty: 5499.603516
	Iteration 52Q: 3 clusters Score -9029998 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -9030029.000000 Penalty: 5499.603516
	Iteration 53Q: 3 clusters Score -9030029 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -9030084.000000 Penalty: 5499.603516
	Iteration 54Q: 3 clusters Score -9030084 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -9030117.000000 Penalty: 5499.603516
	Iteration 55Q: 3 clusters Score -9030117 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -9030181.000000 Penalty: 5499.603516
	Iteration 56Q: 3 clusters Score -9030181 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -9030255.000000 Penalty: 5499.603516
	Iteration 57Q: 3 clusters Score -9030255 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -9030267.000000 Penalty: 5499.603516
	Iteration 58Q: 3 clusters Score -9030267 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -9030328.000000 Penalty: 5499.603516
	Iteration 59Q: 3 clusters Score -9030328 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -9030373.000000 Penalty: 5499.603516
	Iteration 60F: 3 clusters Score -9030373 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -9030448.000000 Penalty: 5499.603516
	Iteration 61Q: 3 clusters Score -9030448 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -9030495.000000 Penalty: 5499.603516
	Iteration 62Q: 3 clusters Score -9030495 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -9030574.000000 Penalty: 5499.603516
	Iteration 63Q: 3 clusters Score -9030574 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -9030605.000000 Penalty: 5499.603516
	Iteration 64Q: 3 clusters Score -9030605 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -9030753.000000 Penalty: 5499.603516
	Iteration 65Q: 3 clusters Score -9030753 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -9030885.000000 Penalty: 5499.603516
	Iteration 66Q: 3 clusters Score -9030885 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -9031000.000000 Penalty: 5499.603516
	Iteration 67Q: 3 clusters Score -9031000 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -9031178.000000 Penalty: 5499.603516
	Iteration 68Q: 3 clusters Score -9031178 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
Score: -9031359.000000 Penalty: 5499.603516
	Iteration 69Q: 3 clusters Score -9031359 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -9031499.000000 Penalty: 5499.603516
	Iteration 70Q: 3 clusters Score -9031499 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -9031684.000000 Penalty: 5499.603516
	Iteration 71Q: 3 clusters Score -9031684 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -9031866.000000 Penalty: 5499.603516
	Iteration 72Q: 3 clusters Score -9031866 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -9032111.000000 Penalty: 5499.603516
	Iteration 73Q: 3 clusters Score -9032111 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 52345 members 
Entering Unmasked Estep 
Score: -9032312.000000 Penalty: 5499.603516
	Iteration 74Q: 3 clusters Score -9032312 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -9032529.000000 Penalty: 5499.603516
	Iteration 75Q: 3 clusters Score -9032529 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -9032749.000000 Penalty: 5499.603516
	Iteration 76Q: 3 clusters Score -9032749 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
Score: -9033004.000000 Penalty: 5499.603516
	Iteration 77Q: 3 clusters Score -9033004 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 55488 members 
Entering Unmasked Estep 
Score: -9033246.000000 Penalty: 5499.603516
	Iteration 78Q: 3 clusters Score -9033246 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -9033533.000000 Penalty: 5499.603516
	Iteration 79Q: 3 clusters Score -9033533 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 56962 members 
Entering Unmasked Estep 
Score: -9033746.000000 Penalty: 5499.603516
	Iteration 80F: 3 clusters Score -9033746 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 57669 members 
Entering Unmasked Estep 
Score: -9033953.000000 Penalty: 5499.603516
	Iteration 81Q: 3 clusters Score -9033953 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 58374 members 
Entering Unmasked Estep 
Score: -9034179.000000 Penalty: 5499.603516
	Iteration 82Q: 3 clusters Score -9034179 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 59057 members 
Entering Unmasked Estep 
Score: -9034405.000000 Penalty: 5499.603516
	Iteration 83Q: 3 clusters Score -9034405 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 59769 members 
Entering Unmasked Estep 
Score: -9034694.000000 Penalty: 5499.603516
	Iteration 84Q: 3 clusters Score -9034694 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 60459 members 
Entering Unmasked Estep 
Score: -9034986.000000 Penalty: 5499.603516
	Iteration 85Q: 3 clusters Score -9034986 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 61042 members 
Entering Unmasked Estep 
Score: -9035249.000000 Penalty: 5499.603516
	Iteration 86Q: 3 clusters Score -9035249 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 61545 members 
Entering Unmasked Estep 
Score: -9035474.000000 Penalty: 5499.603516
	Iteration 87Q: 3 clusters Score -9035474 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 61987 members 
Entering Unmasked Estep 
Score: -9035636.000000 Penalty: 5499.603516
	Iteration 88Q: 3 clusters Score -9035636 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -9035796.000000 Penalty: 5499.603516
	Iteration 89Q: 3 clusters Score -9035796 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 62678 members 
Entering Unmasked Estep 
Score: -9035938.000000 Penalty: 5499.603516
	Iteration 90Q: 3 clusters Score -9035938 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 62971 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9036072 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 63243 members 
Entering Unmasked Estep 
Score: -9036187.000000 Penalty: 5499.603516
	Iteration 92Q: 3 clusters Score -9036187 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 63477 members 
Entering Unmasked Estep 
Score: -9036305.000000 Penalty: 5499.603516
	Iteration 93Q: 3 clusters Score -9036305 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 63658 members 
Entering Unmasked Estep 
Score: -9036383.000000 Penalty: 5499.603516
	Iteration 94Q: 3 clusters Score -9036383 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 63821 members 
Entering Unmasked Estep 
Score: -9036470.000000 Penalty: 5499.603516
	Iteration 95Q: 3 clusters Score -9036470 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 63969 members 
Entering Unmasked Estep 
Score: -9036544.000000 Penalty: 5499.603516
	Iteration 96Q: 3 clusters Score -9036544 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 64080 members 
Entering Unmasked Estep 
Score: -9036607.000000 Penalty: 5499.603516
	Iteration 97Q: 3 clusters Score -9036607 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 64157 members 
Entering Unmasked Estep 
Score: -9036648.000000 Penalty: 5499.603516
	Iteration 98Q: 3 clusters Score -9036648 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -9036686.000000 Penalty: 5499.603516
	Iteration 99Q: 3 clusters Score -9036686 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -9036730.000000 Penalty: 5499.603516
	Iteration 100F: 3 clusters Score -9036730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 64330 members 
Entering Unmasked Estep 
Score: -9036739.000000 Penalty: 5499.603516
	Iteration 101Q: 3 clusters Score -9036739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 64363 members 
Entering Unmasked Estep 
Score: -9036746.000000 Penalty: 5499.603516
	Iteration 102Q: 3 clusters Score -9036746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 64386 members 
Entering Unmasked Estep 
Score: -9036756.000000 Penalty: 5499.603516
	Iteration 103Q: 3 clusters Score -9036756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 64416 members 
Entering Unmasked Estep 
Score: -9036767.000000 Penalty: 5499.603516
	Iteration 104Q: 3 clusters Score -9036767 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -9036780.000000 Penalty: 5499.603516
	Iteration 105Q: 3 clusters Score -9036780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 64458 members 
Entering Unmasked Estep 
Score: -9036779.000000 Penalty: 5499.603516
	Iteration 106Q: 3 clusters Score -9036779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -9036786.000000 Penalty: 5499.603516
	Iteration 107Q: 3 clusters Score -9036786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -9036803.000000 Penalty: 5499.603516
	Iteration 108Q: 3 clusters Score -9036803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 64512 members 
Entering Unmasked Estep 
Score: -9036816.000000 Penalty: 5499.603516
	Iteration 109Q: 3 clusters Score -9036816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 64533 members 
Entering Unmasked Estep 
Score: -9036836.000000 Penalty: 5499.603516
	Iteration 110Q: 3 clusters Score -9036836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -9036832.000000 Penalty: 5499.603516
	Iteration 111Q: 3 clusters Score -9036832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -9036847.000000 Penalty: 5499.603516
	Iteration 112Q: 3 clusters Score -9036847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 64561 members 
Entering Unmasked Estep 
Score: -9036849.000000 Penalty: 5499.603516
	Iteration 113Q: 3 clusters Score -9036849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 64566 members 
Entering Unmasked Estep 
Score: -9036843.000000 Penalty: 5499.603516
	Iteration 114Q: 3 clusters Score -9036843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
Score: -9036850.000000 Penalty: 5499.603516
	Iteration 115Q: 3 clusters Score -9036850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 64577 members 
Entering Unmasked Estep 
Score: -9036856.000000 Penalty: 5499.603516
	Iteration 116Q: 3 clusters Score -9036856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -9036857.000000 Penalty: 5499.603516
	Iteration 117Q: 3 clusters Score -9036857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 64587 members 
Entering Unmasked Estep 
Score: -9036861.000000 Penalty: 5499.603516
	Iteration 118Q: 3 clusters Score -9036861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 64590 members 
Entering Unmasked Estep 
Score: -9036868.000000 Penalty: 5499.603516
	Iteration 119Q: 3 clusters Score -9036868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -9036868.000000 Penalty: 5499.603516
	Iteration 120F: 3 clusters Score -9036868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 64596 members 
Entering Unmasked Estep 
Score: -9036869.000000 Penalty: 5499.603516
	Iteration 121Q: 3 clusters Score -9036869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 64598 members 
Entering Unmasked Estep 
Score: -9036873.000000 Penalty: 5499.603516
	Iteration 122Q: 3 clusters Score -9036873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 64599 members 
Entering Unmasked Estep 
Score: -9036875.000000 Penalty: 5499.603516
	Iteration 123Q: 3 clusters Score -9036875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 64600 members 
Entering Unmasked Estep 
Score: -9036869.000000 Penalty: 5499.603516
	Iteration 124Q: 3 clusters Score -9036869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -9036872.000000 Penalty: 5499.603516
	Iteration 125Q: 3 clusters Score -9036872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -9036864.000000 Penalty: 5499.603516
	Iteration 126Q: 3 clusters Score -9036864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 64604 members 
Entering Unmasked Estep 
Score: -9036865.000000 Penalty: 5499.603516
	Iteration 127Q: 3 clusters Score -9036865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 64606 members 
Entering Unmasked Estep 
Score: -9036871.000000 Penalty: 5499.603516
	Iteration 128Q: 3 clusters Score -9036871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 64609 members 
Entering Unmasked Estep 
Score: -9036867.000000 Penalty: 5499.603516
	Iteration 129Q: 3 clusters Score -9036867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 64615 members 
Entering Unmasked Estep 
Score: -9036870.000000 Penalty: 5499.603516
	Iteration 130Q: 3 clusters Score -9036870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -9036877.000000 Penalty: 5499.603516
	Iteration 131Q: 3 clusters Score -9036877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -9036880.000000 Penalty: 5499.603516
	Iteration 132Q: 3 clusters Score -9036880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 64619 members 
Entering Unmasked Estep 
Score: -9036870.000000 Penalty: 5499.603516
	Iteration 133Q: 3 clusters Score -9036870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 64620 members 
Entering Unmasked Estep 
Score: -9036873.000000 Penalty: 5499.603516
	Iteration 134Q: 3 clusters Score -9036873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 64620 members 
Entering Unmasked Estep 
Score: -9036869.000000 Penalty: 5499.603516
	Iteration 135Q: 3 clusters Score -9036869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -9036864.000000 Penalty: 5499.603516
	Iteration 136Q: 3 clusters Score -9036864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 64623 members 
Entering Unmasked Estep 
Score: -9036866.000000 Penalty: 5499.603516
	Iteration 137Q: 3 clusters Score -9036866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -9036890.000000 Penalty: 5499.603516
	Iteration 138Q: 3 clusters Score -9036890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 64631 members 
Entering Unmasked Estep 
Score: -9036889.000000 Penalty: 5499.603516
	Iteration 139Q: 3 clusters Score -9036889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 64634 members 
Entering Unmasked Estep 
Score: -9036893.000000 Penalty: 5499.603516
	Iteration 140F: 3 clusters Score -9036893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -9036896.000000 Penalty: 5499.603516
	Iteration 141Q: 3 clusters Score -9036896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -9036892.000000 Penalty: 5499.603516
	Iteration 142Q: 3 clusters Score -9036892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -9036892.000000 Penalty: 5499.603516
	Iteration 143F: 3 clusters Score -9036892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 135165 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 8 contains 50987 members 
Mstep: Class 9 contains 15054 members 
Mstep: Class 10 contains 161412 members 
Mstep: Class 11 contains 21635 members 
Mstep: Class 12 contains 87989 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 43402 members 
Mstep: Class 17 contains 30021 members 
Mstep: Class 18 contains 52772 members 
Mstep: Class 19 contains 187113 members 
Mstep: Class 20 contains 970 members 
Mstep: Class 21 contains 65376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116093296.000000 Penalty: 54213.273438
Iteration 79Q: 17 clusters Score -1.160933e+08 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 135630 members 
Mstep: Class 4 contains 4030 members 
Mstep: Class 8 contains 51050 members 
Mstep: Class 9 contains 14980 members 
Mstep: Class 10 contains 161034 members 
Mstep: Class 11 contains 21611 members 
Mstep: Class 12 contains 88423 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 16 contains 43196 members 
Mstep: Class 17 contains 29806 members 
Mstep: Class 18 contains 52967 members 
Mstep: Class 19 contains 186599 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 65630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116094208.000000 Penalty: 54213.273438
Iteration 80F: 17 clusters Score -1.160942e+08 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 136027 members 
Mstep: Class 4 contains 4039 members 
Mstep: Class 8 contains 51108 members 
Mstep: Class 9 contains 14887 members 
Mstep: Class 10 contains 160685 members 
Mstep: Class 11 contains 21589 members 
Mstep: Class 12 contains 88846 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 43005 members 
Mstep: Class 17 contains 29581 members 
Mstep: Class 18 contains 53178 members 
Mstep: Class 19 contains 186126 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 65859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116094768.000000 Penalty: 54213.273438
Iteration 81Q: 17 clusters Score -1.160948e+08 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 136358 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 8 contains 51166 members 
Mstep: Class 9 contains 14801 members 
Mstep: Class 10 contains 160367 members 
Mstep: Class 11 contains 21574 members 
Mstep: Class 12 contains 89238 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 42836 members 
Mstep: Class 17 contains 29377 members 
Mstep: Class 18 contains 53368 members 
Mstep: Class 19 contains 185753 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 66044 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 17 clusters Score -1.160953e+08 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 136618 members 
Mstep: Class 4 contains 4051 members 
Mstep: Class 8 contains 51243 members 
Mstep: Class 9 contains 14727 members 
Mstep: Class 10 contains 160096 members 
Mstep: Class 11 contains 21547 members 
Mstep: Class 12 contains 89585 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 42653 members 
Mstep: Class 17 contains 29170 members 
Mstep: Class 18 contains 53539 members 
Mstep: Class 19 contains 185452 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 66247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116095952.000000 Penalty: 54213.273438
Iteration 83Q: 17 clusters Score -1.16096e+08 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 136886 members 
Mstep: Class 4 contains 4055 members 
Mstep: Class 8 contains 51326 members 
Mstep: Class 9 contains 14682 members 
Mstep: Class 10 contains 159826 members 
Mstep: Class 11 contains 21511 members 
Mstep: Class 12 contains 89965 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 42485 members 
Mstep: Class 17 contains 28974 members 
Mstep: Class 18 contains 53648 members 
Mstep: Class 19 contains 185182 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 66386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116096344.000000 Penalty: 54213.273438
Iteration 84Q: 17 clusters Score -1.160963e+08 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 137036 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 8 contains 51400 members 
Mstep: Class 9 contains 14649 members 
Mstep: Class 10 contains 159662 members 
Mstep: Class 11 contains 21470 members 
Mstep: Class 12 contains 90388 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 42340 members 
Mstep: Class 17 contains 28797 members 
Mstep: Class 18 contains 53754 members 
Mstep: Class 19 contains 184883 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 66488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116096552.000000 Penalty: 54213.273438
Iteration 85Q: 17 clusters Score -1.160966e+08 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 137136 members 
Mstep: Class 4 contains 4060 members 
Mstep: Class 8 contains 51477 members 
Mstep: Class 9 contains 14629 members 
Mstep: Class 10 contains 159598 members 
Mstep: Class 11 contains 21442 members 
Mstep: Class 12 contains 90786 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 42195 members 
Mstep: Class 17 contains 28632 members 
Mstep: Class 18 contains 53830 members 
Mstep: Class 19 contains 184547 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 66593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097104.000000 Penalty: 54213.273438
Iteration 86Q: 17 clusters Score -1.160971e+08 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 137239 members 
Mstep: Class 4 contains 4062 members 
Mstep: Class 8 contains 51564 members 
Mstep: Class 9 contains 14603 members 
Mstep: Class 10 contains 159578 members 
Mstep: Class 11 contains 21411 members 
Mstep: Class 12 contains 91162 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 42044 members 
Mstep: Class 17 contains 28473 members 
Mstep: Class 18 contains 53886 members 
Mstep: Class 19 contains 184231 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 66672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097664.000000 Penalty: 54213.273438
Iteration 87Q: 17 clusters Score -1.160977e+08 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 137324 members 
Mstep: Class 4 contains 4063 members 
Mstep: Class 8 contains 51634 members 
Mstep: Class 9 contains 14594 members 
Mstep: Class 10 contains 159556 members 
Mstep: Class 11 contains 21381 members 
Mstep: Class 12 contains 91590 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 41920 members 
Mstep: Class 17 contains 28310 members 
Mstep: Class 18 contains 53921 members 
Mstep: Class 19 contains 183892 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 66739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097984.000000 Penalty: 54213.273438
Iteration 88Q: 17 clusters Score -1.16098e+08 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 137339 members 
Mstep: Class 4 contains 4068 members 
Mstep: Class 8 contains 51704 members 
Mstep: Class 9 contains 14581 members 
Mstep: Class 10 contains 159501 members 
Mstep: Class 11 contains 21375 members 
Mstep: Class 12 contains 92051 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 41790 members 
Mstep: Class 17 contains 28177 members 
Mstep: Class 18 contains 53958 members 
Mstep: Class 19 contains 183566 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 66814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097912.000000 Penalty: 54213.273438
Iteration 89Q: 17 clusters Score -1.160979e+08 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 137321 members 
Mstep: Class 4 contains 4076 members 
Mstep: Class 8 contains 51771 members 
Mstep: Class 9 contains 14564 members 
Mstep: Class 10 contains 159463 members 
Mstep: Class 11 contains 21362 members 
Mstep: Class 12 contains 92501 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 41678 members 
Mstep: Class 17 contains 28042 members 
Mstep: Class 18 contains 53984 members 
Mstep: Class 19 contains 183286 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 66877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116098216.000000 Penalty: 54213.273438
Iteration 90Q: 17 clusters Score -1.160982e+08 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 137304 members 
Mstep: Class 4 contains 4077 members 
Mstep: Class 8 contains 51849 members 
Mstep: Class 9 contains 14541 members 
Mstep: Class 10 contains 159463 members 
Mstep: Class 11 contains 21340 members 
Mstep: Class 12 contains 92970 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 41541 members 
Mstep: Class 17 contains 27934 members 
Mstep: Class 18 contains 54006 members 
Mstep: Class 19 contains 182969 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 66931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116098640.000000 Penalty: 54213.273438
Iteration 91Q: 17 clusters Score -1.160986e+08 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 137254 members 
Mstep: Class 4 contains 4077 members 
Mstep: Class 8 contains 51920 members 
Mstep: Class 9 contains 14535 members 
Mstep: Class 10 contains 159434 members 
Mstep: Class 11 contains 21322 members 
Mstep: Class 12 contains 93473 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 41394 members 
Mstep: Class 17 contains 27827 members 
Mstep: Class 18 contains 54050 members 
Mstep: Class 19 contains 182663 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 66974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116098976.000000 Penalty: 54213.273438
Iteration 92Q: 17 clusters Score -1.16099e+08 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 137194 members 
Mstep: Class 4 contains 4077 members 
Mstep: Class 8 contains 52015 members 
Mstep: Class 9 contains 14535 members 
Mstep: Class 10 contains 159421 members 
Mstep: Class 11 contains 21303 members 
Mstep: Class 12 contains 93902 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 41283 members 
Mstep: Class 17 contains 27732 members 
Mstep: Class 18 contains 54080 members 
Mstep: Class 19 contains 182374 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 67008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099216.000000 Penalty: 54213.273438
Iteration 93Q: 17 clusters Score -1.160992e+08 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 137093 members 
Mstep: Class 4 contains 4078 members 
Mstep: Class 8 contains 52120 members 
Mstep: Class 9 contains 14527 members 
Mstep: Class 10 contains 159368 members 
Mstep: Class 11 contains 21292 members 
Mstep: Class 12 contains 94354 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 41203 members 
Mstep: Class 17 contains 27652 members 
Mstep: Class 18 contains 54103 members 
Mstep: Class 19 contains 182104 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 67029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099448.000000 Penalty: 54213.273438
Iteration 94Q: 17 clusters Score -1.160994e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 136933 members 
Mstep: Class 4 contains 4080 members 
Mstep: Class 8 contains 52218 members 
Mstep: Class 9 contains 14521 members 
Mstep: Class 10 contains 159373 members 
Mstep: Class 11 contains 21284 members 
Mstep: Class 12 contains 94794 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 41100 members 
Mstep: Class 17 contains 27590 members 
Mstep: Class 18 contains 54120 members 
Mstep: Class 19 contains 181857 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 67052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099576.000000 Penalty: 54213.273438
Iteration 95Q: 17 clusters Score -1.160996e+08 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 136760 members 
Mstep: Class 4 contains 4084 members 
Mstep: Class 8 contains 52311 members 
Mstep: Class 9 contains 14522 members 
Mstep: Class 10 contains 159407 members 
Mstep: Class 11 contains 21278 members 
Mstep: Class 12 contains 95205 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 41015 members 
Mstep: Class 17 contains 27525 members 
Mstep: Class 18 contains 54126 members 
Mstep: Class 19 contains 181592 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 67097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099632.000000 Penalty: 54213.273438
Iteration 96Q: 17 clusters Score -1.160996e+08 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 136598 members 
Mstep: Class 4 contains 4087 members 
Mstep: Class 8 contains 52388 members 
Mstep: Class 9 contains 14517 members 
Mstep: Class 10 contains 159439 members 
Mstep: Class 11 contains 21250 members 
Mstep: Class 12 contains 95605 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 40933 members 
Mstep: Class 17 contains 27453 members 
Mstep: Class 18 contains 54149 members 
Mstep: Class 19 contains 181379 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 67124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099992.000000 Penalty: 54213.273438
Iteration 97Q: 17 clusters Score -1.161e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 136437 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 8 contains 52474 members 
Mstep: Class 9 contains 14506 members 
Mstep: Class 10 contains 159490 members 
Mstep: Class 11 contains 21220 members 
Mstep: Class 12 contains 95995 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 40867 members 
Mstep: Class 17 contains 27391 members 
Mstep: Class 18 contains 54152 members 
Mstep: Class 19 contains 181159 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 67141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100336.000000 Penalty: 54213.273438
Iteration 98Q: 17 clusters Score -1.161003e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 136233 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 8 contains 52541 members 
Mstep: Class 9 contains 14495 members 
Mstep: Class 10 contains 159555 members 
Mstep: Class 11 contains 21203 members 
Mstep: Class 12 contains 96374 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 40790 members 
Mstep: Class 17 contains 27321 members 
Mstep: Class 18 contains 54166 members 
Mstep: Class 19 contains 180983 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 67166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100360.000000 Penalty: 54213.273438
Iteration 99Q: 17 clusters Score -1.161004e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 136070 members 
Mstep: Class 4 contains 4097 members 
Mstep: Class 8 contains 52612 members 
Mstep: Class 9 contains 14481 members 
Mstep: Class 10 contains 159557 members 
Mstep: Class 11 contains 21182 members 
Mstep: Class 12 contains 96763 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 40729 members 
Mstep: Class 17 contains 27271 members 
Mstep: Class 18 contains 54189 members 
Mstep: Class 19 contains 180783 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 67189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100568.000000 Penalty: 54213.273438
Iteration 100F: 17 clusters Score -1.161006e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 135911 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 8 contains 52662 members 
Mstep: Class 9 contains 14460 members 
Mstep: Class 10 contains 159563 members 
Mstep: Class 11 contains 21148 members 
Mstep: Class 12 contains 97212 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 40666 members 
Mstep: Class 17 contains 27212 members 
Mstep: Class 18 contains 54202 members 
Mstep: Class 19 contains 180567 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 67221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100776.000000 Penalty: 54213.273438
Iteration 101Q: 17 clusters Score -1.161008e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 135742 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 8 contains 52718 members 
Mstep: Class 9 contains 14442 members 
Mstep: Class 10 contains 159582 members 
Mstep: Class 11 contains 21125 members 
Mstep: Class 12 contains 97620 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 40615 members 
Mstep: Class 17 contains 27161 members 
Mstep: Class 18 contains 54199 members 
Mstep: Class 19 contains 180382 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 67237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100984.000000 Penalty: 54213.273438
Iteration 102Q: 17 clusters Score -1.16101e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 135592 members 
Mstep: Class 4 contains 4102 members 
Mstep: Class 8 contains 52765 members 
Mstep: Class 9 contains 14436 members 
Mstep: Class 10 contains 159598 members 
Mstep: Class 11 contains 21106 members 
Mstep: Class 12 contains 98012 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 40569 members 
Mstep: Class 17 contains 27091 members 
Mstep: Class 18 contains 54196 members 
Mstep: Class 19 contains 180216 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 67240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101512.000000 Penalty: 54213.273438
Iteration 103Q: 17 clusters Score -1.161015e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 135420 members 
Mstep: Class 4 contains 4108 members 
Mstep: Class 8 contains 52809 members 
Mstep: Class 9 contains 14440 members 
Mstep: Class 10 contains 159603 members 
Mstep: Class 11 contains 21084 members 
Mstep: Class 12 contains 98402 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 40514 members 
Mstep: Class 17 contains 27020 members 
Mstep: Class 18 contains 54193 members 
Mstep: Class 19 contains 180063 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 67266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101512.000000 Penalty: 54213.273438
Iteration 104Q: 17 clusters Score -1.161015e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 135223 members 
Mstep: Class 4 contains 4113 members 
Mstep: Class 8 contains 52863 members 
Mstep: Class 9 contains 14434 members 
Mstep: Class 10 contains 159623 members 
Mstep: Class 11 contains 21059 members 
Mstep: Class 12 contains 98788 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 40456 members 
Mstep: Class 17 contains 26966 members 
Mstep: Class 18 contains 54176 members 
Mstep: Class 19 contains 179916 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 67304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101616.000000 Penalty: 54213.273438
Iteration 105Q: 17 clusters Score -1.161016e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 135036 members 
Mstep: Class 4 contains 4115 members 
Mstep: Class 8 contains 52915 members 
Mstep: Class 9 contains 14422 members 
Mstep: Class 10 contains 159660 members 
Mstep: Class 11 contains 21038 members 
Mstep: Class 12 contains 99141 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 40421 members 
Mstep: Class 17 contains 26908 members 
Mstep: Class 18 contains 54157 members 
Mstep: Class 19 contains 179769 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 67340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101384.000000 Penalty: 54213.273438
Iteration 106Q: 17 clusters Score -1.161014e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 134837 members 
Mstep: Class 4 contains 4120 members 
Mstep: Class 8 contains 52963 members 
Mstep: Class 9 contains 14415 members 
Mstep: Class 10 contains 159716 members 
Mstep: Class 11 contains 21011 members 
Mstep: Class 12 contains 99454 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 40371 members 
Mstep: Class 17 contains 26858 members 
Mstep: Class 18 contains 54149 members 
Mstep: Class 19 contains 179647 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 67380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101568.000000 Penalty: 54213.273438
Iteration 107Q: 17 clusters Score -1.161016e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 134626 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 8 contains 53011 members 
Mstep: Class 9 contains 14411 members 
Mstep: Class 10 contains 159755 members 
Mstep: Class 11 contains 20990 members 
Mstep: Class 12 contains 99743 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 40324 members 
Mstep: Class 17 contains 26822 members 
Mstep: Class 18 contains 54148 members 
Mstep: Class 19 contains 179525 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 67444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101376.000000 Penalty: 54213.273438
Iteration 108Q: 17 clusters Score -1.161014e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 134424 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 8 contains 53048 members 
Mstep: Class 9 contains 14404 members 
Mstep: Class 10 contains 159827 members 
Mstep: Class 11 contains 20962 members 
Mstep: Class 12 contains 100000 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 40273 members 
Mstep: Class 17 contains 26779 members 
Mstep: Class 18 contains 54154 members 
Mstep: Class 19 contains 179429 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 67496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101504.000000 Penalty: 54213.273438
Iteration 109Q: 17 clusters Score -1.161015e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 134231 members 
Mstep: Class 4 contains 4131 members 
Mstep: Class 8 contains 53073 members 
Mstep: Class 9 contains 14406 members 
Mstep: Class 10 contains 159907 members 
Mstep: Class 11 contains 20946 members 
Mstep: Class 12 contains 100279 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 40227 members 
Mstep: Class 17 contains 26730 members 
Mstep: Class 18 contains 54159 members 
Mstep: Class 19 contains 179303 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 67529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101728.000000 Penalty: 54213.273438
Iteration 110Q: 17 clusters Score -1.161017e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 134055 members 
Mstep: Class 4 contains 4135 members 
Mstep: Class 8 contains 53104 members 
Mstep: Class 9 contains 14407 members 
Mstep: Class 10 contains 159972 members 
Mstep: Class 11 contains 20930 members 
Mstep: Class 12 contains 100554 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 40173 members 
Mstep: Class 17 contains 26681 members 
Mstep: Class 18 contains 54169 members 
Mstep: Class 19 contains 179176 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 67566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101696.000000 Penalty: 54213.273438
Iteration 111Q: 17 clusters Score -1.161017e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 133888 members 
Mstep: Class 4 contains 4138 members 
Mstep: Class 8 contains 53141 members 
Mstep: Class 9 contains 14408 members 
Mstep: Class 10 contains 160020 members 
Mstep: Class 11 contains 20913 members 
Mstep: Class 12 contains 100838 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 40113 members 
Mstep: Class 17 contains 26614 members 
Mstep: Class 18 contains 54161 members 
Mstep: Class 19 contains 179082 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 67607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101752.000000 Penalty: 54213.273438
Iteration 112Q: 17 clusters Score -1.161018e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 133717 members 
Mstep: Class 4 contains 4139 members 
Mstep: Class 8 contains 53172 members 
Mstep: Class 9 contains 14404 members 
Mstep: Class 10 contains 160074 members 
Mstep: Class 11 contains 20902 members 
Mstep: Class 12 contains 101106 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 40071 members 
Mstep: Class 17 contains 26563 members 
Mstep: Class 18 contains 54139 members 
Mstep: Class 19 contains 179001 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 67635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101864.000000 Penalty: 54213.273438
Iteration 113Q: 17 clusters Score -1.161019e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 133563 members 
Mstep: Class 4 contains 4139 members 
Mstep: Class 8 contains 53203 members 
Mstep: Class 9 contains 14386 members 
Mstep: Class 10 contains 160114 members 
Mstep: Class 11 contains 20887 members 
Mstep: Class 12 contains 101380 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 40021 members 
Mstep: Class 17 contains 26508 members 
Mstep: Class 18 contains 54126 members 
Mstep: Class 19 contains 178918 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 67678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101888.000000 Penalty: 54213.273438
Iteration 114Q: 17 clusters Score -1.161019e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 133416 members 
Mstep: Class 4 contains 4140 members 
Mstep: Class 8 contains 53226 members 
Mstep: Class 9 contains 14374 members 
Mstep: Class 10 contains 160164 members 
Mstep: Class 11 contains 20871 members 
Mstep: Class 12 contains 101689 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 39973 members 
Mstep: Class 17 contains 26452 members 
Mstep: Class 18 contains 54102 members 
Mstep: Class 19 contains 178817 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 67699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101944.000000 Penalty: 54213.273438
Iteration 115Q: 17 clusters Score -1.161019e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 133258 members 
Mstep: Class 4 contains 4142 members 
Mstep: Class 8 contains 53255 members 
Mstep: Class 9 contains 14373 members 
Mstep: Class 10 contains 160191 members 
Mstep: Class 11 contains 20860 members 
Mstep: Class 12 contains 102018 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 39924 members 
Mstep: Class 17 contains 26405 members 
Mstep: Class 18 contains 54076 members 
Mstep: Class 19 contains 178712 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 67709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102088.000000 Penalty: 54213.273438
Iteration 116Q: 17 clusters Score -1.161021e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 133103 members 
Mstep: Class 4 contains 4143 members 
Mstep: Class 8 contains 53288 members 
Mstep: Class 9 contains 14375 members 
Mstep: Class 10 contains 160217 members 
Mstep: Class 11 contains 20852 members 
Mstep: Class 12 contains 102381 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 39866 members 
Mstep: Class 17 contains 26352 members 
Mstep: Class 18 contains 54051 members 
Mstep: Class 19 contains 178573 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 67721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101952.000000 Penalty: 54213.273438
Iteration 117Q: 17 clusters Score -1.16102e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 132910 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 8 contains 53315 members 
Mstep: Class 9 contains 14377 members 
Mstep: Class 10 contains 160250 members 
Mstep: Class 11 contains 20843 members 
Mstep: Class 12 contains 102719 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 39813 members 
Mstep: Class 17 contains 26305 members 
Mstep: Class 18 contains 54035 members 
Mstep: Class 19 contains 178472 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 67738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101952.000000 Penalty: 54213.273438
Iteration 118Q: 17 clusters Score -1.16102e+08 nChanged 817
Entering ConstructFrom: 
Score: -116101952.000000 Penalty: 54213.273438
Entering ConstructFrom: 
Trying to split cluster 1 (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: -157900.781250 Penalty: 1760.192139
	Iteration 0F: 2 clusters Score -157900.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -155793.921875 Penalty: 3520.384277
	Iteration 0F: 3 clusters Score -155793.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -156101.609375 Penalty: 3520.384277
	Iteration 1F: 3 clusters Score -156101.6 nChanged 92
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: -156235.656250 Penalty: 3520.384277
	Iteration 2F: 3 clusters Score -156235.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -156317.671875 Penalty: 3520.384277
	Iteration 3Q: 3 clusters Score -156317.7 nChanged 32
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: -156362.734375 Penalty: 3520.384277
	Iteration 4Q: 3 clusters Score -156362.7 nChanged 17
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: -156382.656250 Penalty: 3520.384277
	Iteration 5Q: 3 clusters Score -156382.7 nChanged 10
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: -156395.640625 Penalty: 3520.384277
	Iteration 6Q: 3 clusters Score -156395.6 nChanged 11
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: -156407.781250 Penalty: 3520.384277
	Iteration 7Q: 3 clusters Score -156407.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -156415.218750 Penalty: 3520.384277
	Iteration 8Q: 3 clusters Score -156415.2 nChanged 3
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: -156418.015625 Penalty: 3520.384277
	Iteration 9Q: 3 clusters Score -156418 nChanged 0
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: -156418.015625 Penalty: 3520.384277
	Iteration 10F: 3 clusters Score -156418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (132723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132723 members 
Entering Unmasked Estep 
Score: -18291848.000000 Penalty: 2925.412842
	Iteration 0F: 2 clusters Score -1.829185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66427 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -18203036.000000 Penalty: 5850.825684
	Iteration 0F: 3 clusters Score -1.820304e+07 nChanged 63191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66622 members 
Mstep: Class 2 contains 66101 members 
Entering Unmasked Estep 
Score: -18240144.000000 Penalty: 5850.825684
	Iteration 1F: 3 clusters Score -1.824014e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66715 members 
Mstep: Class 2 contains 66008 members 
Entering Unmasked Estep 
Score: -18241090.000000 Penalty: 5850.825684
	Iteration 2Q: 3 clusters Score -1.824109e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -18242308.000000 Penalty: 5850.825684
	Iteration 3Q: 3 clusters Score -1.824231e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 65335 members 
Entering Unmasked Estep 
Score: -18243844.000000 Penalty: 5850.825684
	Iteration 4Q: 3 clusters Score -1.824384e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68152 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
Score: -18245826.000000 Penalty: 5850.825684
	Iteration 5Q: 3 clusters Score -1.824583e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69204 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -18248574.000000 Penalty: 5850.825684
	Iteration 6Q: 3 clusters Score -1.824857e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70487 members 
Mstep: Class 2 contains 62236 members 
Entering Unmasked Estep 
Score: -18252214.000000 Penalty: 5850.825684
	Iteration 7Q: 3 clusters Score -1.825221e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71807 members 
Mstep: Class 2 contains 60916 members 
Entering Unmasked Estep 
Score: -18256808.000000 Penalty: 5850.825684
	Iteration 8F: 3 clusters Score -1.825681e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73030 members 
Mstep: Class 2 contains 59693 members 
Entering Unmasked Estep 
Score: -18262326.000000 Penalty: 5850.825684
	Iteration 9F: 3 clusters Score -1.826233e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73850 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -18267110.000000 Penalty: 5850.825684
	Iteration 10F: 3 clusters Score -1.826711e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74312 members 
Mstep: Class 2 contains 58411 members 
Entering Unmasked Estep 
Score: -18269972.000000 Penalty: 5850.825684
	Iteration 11Q: 3 clusters Score -1.826997e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74602 members 
Mstep: Class 2 contains 58121 members 
Entering Unmasked Estep 
Score: -18271058.000000 Penalty: 5850.825684
	Iteration 12Q: 3 clusters Score -1.827106e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74864 members 
Mstep: Class 2 contains 57859 members 
Entering Unmasked Estep 
Score: -18271466.000000 Penalty: 5850.825684
	Iteration 13Q: 3 clusters Score -1.827147e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75100 members 
Mstep: Class 2 contains 57623 members 
Entering Unmasked Estep 
Score: -18271714.000000 Penalty: 5850.825684
	Iteration 14Q: 3 clusters Score -1.827171e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75287 members 
Mstep: Class 2 contains 57436 members 
Entering Unmasked Estep 
Score: -18271862.000000 Penalty: 5850.825684
	Iteration 15Q: 3 clusters Score -1.827186e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75484 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -18271988.000000 Penalty: 5850.825684
	Iteration 16Q: 3 clusters Score -1.827199e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75624 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -18272120.000000 Penalty: 5850.825684
	Iteration 17Q: 3 clusters Score -1.827212e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75717 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -18272220.000000 Penalty: 5850.825684
	Iteration 18Q: 3 clusters Score -1.827222e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75811 members 
Mstep: Class 2 contains 56912 members 
Entering Unmasked Estep 
Score: -18272336.000000 Penalty: 5850.825684
	Iteration 19Q: 3 clusters Score -1.827234e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75851 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -18272498.000000 Penalty: 5850.825684
	Iteration 20F: 3 clusters Score -1.82725e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75845 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -18272674.000000 Penalty: 5850.825684
	Iteration 21Q: 3 clusters Score -1.827267e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75829 members 
Mstep: Class 2 contains 56894 members 
Entering Unmasked Estep 
Score: -18272874.000000 Penalty: 5850.825684
	Iteration 22Q: 3 clusters Score -1.827287e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75803 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -18273092.000000 Penalty: 5850.825684
	Iteration 23Q: 3 clusters Score -1.827309e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75724 members 
Mstep: Class 2 contains 56999 members 
Entering Unmasked Estep 
Score: -18273230.000000 Penalty: 5850.825684
	Iteration 24Q: 3 clusters Score -1.827323e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75608 members 
Mstep: Class 2 contains 57115 members 
Entering Unmasked Estep 
Score: -18273436.000000 Penalty: 5850.825684
	Iteration 25Q: 3 clusters Score -1.827344e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75477 members 
Mstep: Class 2 contains 57246 members 
Entering Unmasked Estep 
Score: -18273562.000000 Penalty: 5850.825684
	Iteration 26Q: 3 clusters Score -1.827356e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75405 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -18273698.000000 Penalty: 5850.825684
	Iteration 27Q: 3 clusters Score -1.82737e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75298 members 
Mstep: Class 2 contains 57425 members 
Entering Unmasked Estep 
Score: -18273830.000000 Penalty: 5850.825684
	Iteration 28Q: 3 clusters Score -1.827383e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75155 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -18274022.000000 Penalty: 5850.825684
	Iteration 29Q: 3 clusters Score -1.827402e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74970 members 
Mstep: Class 2 contains 57753 members 
Entering Unmasked Estep 
Score: -18274138.000000 Penalty: 5850.825684
	Iteration 30Q: 3 clusters Score -1.827414e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74764 members 
Mstep: Class 2 contains 57959 members 
Entering Unmasked Estep 
Score: -18274316.000000 Penalty: 5850.825684
	Iteration 31Q: 3 clusters Score -1.827432e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74521 members 
Mstep: Class 2 contains 58202 members 
Entering Unmasked Estep 
Score: -18274444.000000 Penalty: 5850.825684
	Iteration 32Q: 3 clusters Score -1.827444e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -18274582.000000 Penalty: 5850.825684
	Iteration 33Q: 3 clusters Score -1.827458e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73963 members 
Mstep: Class 2 contains 58760 members 
Entering Unmasked Estep 
Score: -18274648.000000 Penalty: 5850.825684
	Iteration 34Q: 3 clusters Score -1.827465e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73625 members 
Mstep: Class 2 contains 59098 members 
Entering Unmasked Estep 
Score: -18274860.000000 Penalty: 5850.825684
	Iteration 35Q: 3 clusters Score -1.827486e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73296 members 
Mstep: Class 2 contains 59427 members 
Entering Unmasked Estep 
Score: -18274948.000000 Penalty: 5850.825684
	Iteration 36Q: 3 clusters Score -1.827495e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72938 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -18275026.000000 Penalty: 5850.825684
	Iteration 37Q: 3 clusters Score -1.827503e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72567 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -18275332.000000 Penalty: 5850.825684
	Iteration 38Q: 3 clusters Score -1.827533e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72179 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -18275450.000000 Penalty: 5850.825684
	Iteration 39Q: 3 clusters Score -1.827545e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71765 members 
Mstep: Class 2 contains 60958 members 
Entering Unmasked Estep 
Score: -18275596.000000 Penalty: 5850.825684
	Iteration 40F: 3 clusters Score -1.82756e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71330 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -18275626.000000 Penalty: 5850.825684
	Iteration 41Q: 3 clusters Score -1.827563e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70883 members 
Mstep: Class 2 contains 61840 members 
Entering Unmasked Estep 
Score: -18275748.000000 Penalty: 5850.825684
	Iteration 42Q: 3 clusters Score -1.827575e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Mstep: Class 2 contains 62275 members 
Entering Unmasked Estep 
Score: -18275880.000000 Penalty: 5850.825684
	Iteration 43Q: 3 clusters Score -1.827588e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70001 members 
Mstep: Class 2 contains 62722 members 
Entering Unmasked Estep 
Score: -18275960.000000 Penalty: 5850.825684
	Iteration 44Q: 3 clusters Score -1.827596e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69537 members 
Mstep: Class 2 contains 63186 members 
Entering Unmasked Estep 
Score: -18276058.000000 Penalty: 5850.825684
	Iteration 45Q: 3 clusters Score -1.827606e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69047 members 
Mstep: Class 2 contains 63676 members 
Entering Unmasked Estep 
Score: -18276172.000000 Penalty: 5850.825684
	Iteration 46Q: 3 clusters Score -1.827617e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68615 members 
Mstep: Class 2 contains 64108 members 
Entering Unmasked Estep 
Score: -18276298.000000 Penalty: 5850.825684
	Iteration 47Q: 3 clusters Score -1.82763e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68184 members 
Mstep: Class 2 contains 64539 members 
Entering Unmasked Estep 
Score: -18276336.000000 Penalty: 5850.825684
	Iteration 48Q: 3 clusters Score -1.827634e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67680 members 
Mstep: Class 2 contains 65043 members 
Entering Unmasked Estep 
Score: -18276390.000000 Penalty: 5850.825684
	Iteration 49Q: 3 clusters Score -1.827639e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67169 members 
Mstep: Class 2 contains 65554 members 
Entering Unmasked Estep 
Score: -18276504.000000 Penalty: 5850.825684
	Iteration 50Q: 3 clusters Score -1.82765e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66685 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -18276548.000000 Penalty: 5850.825684
	Iteration 51Q: 3 clusters Score -1.827655e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66198 members 
Mstep: Class 2 contains 66525 members 
Entering Unmasked Estep 
Score: -18276666.000000 Penalty: 5850.825684
	Iteration 52Q: 3 clusters Score -1.827667e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65690 members 
Mstep: Class 2 contains 67033 members 
Entering Unmasked Estep 
Score: -18276694.000000 Penalty: 5850.825684
	Iteration 53Q: 3 clusters Score -1.827669e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65135 members 
Mstep: Class 2 contains 67588 members 
Entering Unmasked Estep 
Score: -18276722.000000 Penalty: 5850.825684
	Iteration 54Q: 3 clusters Score -1.827672e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 68195 members 
Entering Unmasked Estep 
Score: -18276774.000000 Penalty: 5850.825684
	Iteration 55Q: 3 clusters Score -1.827677e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63916 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -18276830.000000 Penalty: 5850.825684
	Iteration 56Q: 3 clusters Score -1.827683e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63287 members 
Mstep: Class 2 contains 69436 members 
Entering Unmasked Estep 
Score: -18276896.000000 Penalty: 5850.825684
	Iteration 57Q: 3 clusters Score -1.82769e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 70050 members 
Entering Unmasked Estep 
Score: -18276954.000000 Penalty: 5850.825684
	Iteration 58Q: 3 clusters Score -1.827695e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62069 members 
Mstep: Class 2 contains 70654 members 
Entering Unmasked Estep 
Score: -18277012.000000 Penalty: 5850.825684
	Iteration 59Q: 3 clusters Score -1.827701e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 71293 members 
Entering Unmasked Estep 
Score: -18277168.000000 Penalty: 5850.825684
	Iteration 60F: 3 clusters Score -1.827717e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 71920 members 
Entering Unmasked Estep 
Score: -18277262.000000 Penalty: 5850.825684
	Iteration 61Q: 3 clusters Score -1.827726e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60179 members 
Mstep: Class 2 contains 72544 members 
Entering Unmasked Estep 
Score: -18277332.000000 Penalty: 5850.825684
	Iteration 62Q: 3 clusters Score -1.827733e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59512 members 
Mstep: Class 2 contains 73211 members 
Entering Unmasked Estep 
Score: -18277420.000000 Penalty: 5850.825684
	Iteration 63Q: 3 clusters Score -1.827742e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58820 members 
Mstep: Class 2 contains 73903 members 
Entering Unmasked Estep 
Score: -18277486.000000 Penalty: 5850.825684
	Iteration 64Q: 3 clusters Score -1.827749e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 74643 members 
Entering Unmasked Estep 
Score: -18277582.000000 Penalty: 5850.825684
	Iteration 65Q: 3 clusters Score -1.827758e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57317 members 
Mstep: Class 2 contains 75406 members 
Entering Unmasked Estep 
Score: -18277574.000000 Penalty: 5850.825684
	Iteration 66Q: 3 clusters Score -1.827757e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56482 members 
Mstep: Class 2 contains 76241 members 
Entering Unmasked Estep 
Score: -18277692.000000 Penalty: 5850.825684
	Iteration 67Q: 3 clusters Score -1.827769e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55643 members 
Mstep: Class 2 contains 77080 members 
Entering Unmasked Estep 
Score: -18277796.000000 Penalty: 5850.825684
	Iteration 68Q: 3 clusters Score -1.82778e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 77943 members 
Entering Unmasked Estep 
Score: -18277858.000000 Penalty: 5850.825684
	Iteration 69Q: 3 clusters Score -1.827786e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 78746 members 
Entering Unmasked Estep 
Score: -18277932.000000 Penalty: 5850.825684
	Iteration 70Q: 3 clusters Score -1.827793e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 79573 members 
Entering Unmasked Estep 
Score: -18278070.000000 Penalty: 5850.825684
	Iteration 71Q: 3 clusters Score -1.827807e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 80468 members 
Entering Unmasked Estep 
Score: -18278126.000000 Penalty: 5850.825684
	Iteration 72Q: 3 clusters Score -1.827813e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 81373 members 
Entering Unmasked Estep 
Score: -18278232.000000 Penalty: 5850.825684
	Iteration 73Q: 3 clusters Score -1.827823e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 82295 members 
Entering Unmasked Estep 
Score: -18278418.000000 Penalty: 5850.825684
	Iteration 74Q: 3 clusters Score -1.827842e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 83245 members 
Entering Unmasked Estep 
Score: -18278546.000000 Penalty: 5850.825684
	Iteration 75Q: 3 clusters Score -1.827855e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 84253 members 
Entering Unmasked Estep 
Score: -18278752.000000 Penalty: 5850.825684
	Iteration 76Q: 3 clusters Score -1.827875e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 85268 members 
Entering Unmasked Estep 
Score: -18278974.000000 Penalty: 5850.825684
	Iteration 77Q: 3 clusters Score -1.827897e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 86327 members 
Entering Unmasked Estep 
Score: -18279086.000000 Penalty: 5850.825684
	Iteration 78Q: 3 clusters Score -1.827909e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 87400 members 
Entering Unmasked Estep 
Score: -18279234.000000 Penalty: 5850.825684
	Iteration 79Q: 3 clusters Score -1.827923e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 88475 members 
Entering Unmasked Estep 
Score: -18279442.000000 Penalty: 5850.825684
	Iteration 80F: 3 clusters Score -1.827944e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 89592 members 
Entering Unmasked Estep 
Score: -18279578.000000 Penalty: 5850.825684
	Iteration 81Q: 3 clusters Score -1.827958e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 90739 members 
Entering Unmasked Estep 
Score: -18279858.000000 Penalty: 5850.825684
	Iteration 82Q: 3 clusters Score -1.827986e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 91874 members 
Entering Unmasked Estep 
Score: -18280084.000000 Penalty: 5850.825684
	Iteration 83Q: 3 clusters Score -1.828008e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 93057 members 
Entering Unmasked Estep 
Score: -18280242.000000 Penalty: 5850.825684
	Iteration 84Q: 3 clusters Score -1.828024e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 94270 members 
Entering Unmasked Estep 
Score: -18280390.000000 Penalty: 5850.825684
	Iteration 85Q: 3 clusters Score -1.828039e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 95534 members 
Entering Unmasked Estep 
Score: -18280666.000000 Penalty: 5850.825684
	Iteration 86Q: 3 clusters Score -1.828067e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 96810 members 
Entering Unmasked Estep 
Score: -18280948.000000 Penalty: 5850.825684
	Iteration 87Q: 3 clusters Score -1.828095e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 98090 members 
Entering Unmasked Estep 
Score: -18281146.000000 Penalty: 5850.825684
	Iteration 88Q: 3 clusters Score -1.828115e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 99424 members 
Entering Unmasked Estep 
Score: -18281486.000000 Penalty: 5850.825684
	Iteration 89Q: 3 clusters Score -1.828149e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 100736 members 
Entering Unmasked Estep 
Score: -18281742.000000 Penalty: 5850.825684
	Iteration 90Q: 3 clusters Score -1.828174e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 102071 members 
Entering Unmasked Estep 
Score: -18282050.000000 Penalty: 5850.825684
	Iteration 91Q: 3 clusters Score -1.828205e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 103474 members 
Entering Unmasked Estep 
Score: -18282336.000000 Penalty: 5850.825684
	Iteration 92Q: 3 clusters Score -1.828234e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 104887 members 
Entering Unmasked Estep 
Score: -18282644.000000 Penalty: 5850.825684
	Iteration 93Q: 3 clusters Score -1.828264e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 106361 members 
Entering Unmasked Estep 
Score: -18282896.000000 Penalty: 5850.825684
	Iteration 94Q: 3 clusters Score -1.82829e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 107885 members 
Entering Unmasked Estep 
Score: -18283368.000000 Penalty: 5850.825684
	Iteration 95Q: 3 clusters Score -1.828337e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 109367 members 
Entering Unmasked Estep 
Score: -18283822.000000 Penalty: 5850.825684
	Iteration 96Q: 3 clusters Score -1.828382e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 110773 members 
Entering Unmasked Estep 
Score: -18284182.000000 Penalty: 5850.825684
	Iteration 97Q: 3 clusters Score -1.828418e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 112171 members 
Entering Unmasked Estep 
Score: -18284504.000000 Penalty: 5850.825684
	Iteration 98Q: 3 clusters Score -1.82845e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 113516 members 
Entering Unmasked Estep 
Score: -18284772.000000 Penalty: 5850.825684
	Iteration 99Q: 3 clusters Score -1.828477e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 114837 members 
Entering Unmasked Estep 
Score: -18285216.000000 Penalty: 5850.825684
	Iteration 100F: 3 clusters Score -1.828522e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 116130 members 
Entering Unmasked Estep 
Score: -18285610.000000 Penalty: 5850.825684
	Iteration 101Q: 3 clusters Score -1.828561e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 117398 members 
Entering Unmasked Estep 
Score: -18286070.000000 Penalty: 5850.825684
	Iteration 102Q: 3 clusters Score -1.828607e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 118664 members 
Entering Unmasked Estep 
Score: -18286470.000000 Penalty: 5850.825684
	Iteration 103Q: 3 clusters Score -1.828647e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 119857 members 
Entering Unmasked Estep 
Score: -18286792.000000 Penalty: 5850.825684
	Iteration 104Q: 3 clusters Score -1.828679e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 120983 members 
Entering Unmasked Estep 
Score: -18287256.000000 Penalty: 5850.825684
	Iteration 105Q: 3 clusters Score -1.828726e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 122020 members 
Entering Unmasked Estep 
Score: -18287560.000000 Penalty: 5850.825684
	Iteration 106Q: 3 clusters Score -1.828756e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 122938 members 
Entering Unmasked Estep 
Score: -18287814.000000 Penalty: 5850.825684
	Iteration 107Q: 3 clusters Score -1.828781e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 123794 members 
Entering Unmasked Estep 
Score: -18288114.000000 Penalty: 5850.825684
	Iteration 108Q: 3 clusters Score -1.828811e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 124581 members 
Entering Unmasked Estep 
Score: -18288296.000000 Penalty: 5850.825684
	Iteration 109Q: 3 clusters Score -1.82883e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 125342 members 
Entering Unmasked Estep 
Score: -18288610.000000 Penalty: 5850.825684
	Iteration 110Q: 3 clusters Score -1.828861e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 125997 members 
Entering Unmasked Estep 
Score: -18288836.000000 Penalty: 5850.825684
	Iteration 111Q: 3 clusters Score -1.828884e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 126555 members 
Entering Unmasked Estep 
Score: -18288990.000000 Penalty: 5850.825684
	Iteration 112Q: 3 clusters Score -1.828899e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 127039 members 
Entering Unmasked Estep 
Score: -18289066.000000 Penalty: 5850.825684
	Iteration 113Q: 3 clusters Score -1.828907e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 127440 members 
Entering Unmasked Estep 
Score: -18289174.000000 Penalty: 5850.825684
	Iteration 114Q: 3 clusters Score -1.828917e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 127803 members 
Entering Unmasked Estep 
Score: -18289236.000000 Penalty: 5850.825684
	Iteration 115Q: 3 clusters Score -1.828924e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 128150 members 
Entering Unmasked Estep 
Score: -18289292.000000 Penalty: 5850.825684
	Iteration 116Q: 3 clusters Score -1.828929e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 128457 members 
Entering Unmasked Estep 
Score: -18289374.000000 Penalty: 5850.825684
	Iteration 117Q: 3 clusters Score -1.828937e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 128737 members 
Entering Unmasked Estep 
Score: -18289414.000000 Penalty: 5850.825684
	Iteration 118Q: 3 clusters Score -1.828941e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 129003 members 
Entering Unmasked Estep 
Score: -18289510.000000 Penalty: 5850.825684
	Iteration 119Q: 3 clusters Score -1.828951e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 129218 members 
Entering Unmasked Estep 
Score: -18289574.000000 Penalty: 5850.825684
	Iteration 120F: 3 clusters Score -1.828957e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 129392 members 
Entering Unmasked Estep 
Score: -18289634.000000 Penalty: 5850.825684
	Iteration 121Q: 3 clusters Score -1.828963e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 129555 members 
Entering Unmasked Estep 
Score: -18289668.000000 Penalty: 5850.825684
	Iteration 122Q: 3 clusters Score -1.828967e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 129724 members 
Entering Unmasked Estep 
Score: -18289682.000000 Penalty: 5850.825684
	Iteration 123Q: 3 clusters Score -1.828968e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 129869 members 
Entering Unmasked Estep 
Score: -18289762.000000 Penalty: 5850.825684
	Iteration 124Q: 3 clusters Score -1.828976e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 129999 members 
Entering Unmasked Estep 
Score: -18289768.000000 Penalty: 5850.825684
	Iteration 125Q: 3 clusters Score -1.828977e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 130092 members 
Entering Unmasked Estep 
Score: -18289830.000000 Penalty: 5850.825684
	Iteration 126Q: 3 clusters Score -1.828983e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 130179 members 
Entering Unmasked Estep 
Score: -18289828.000000 Penalty: 5850.825684
	Iteration 127Q: 3 clusters Score -1.828983e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 130259 members 
Entering Unmasked Estep 
Score: -18289838.000000 Penalty: 5850.825684
	Iteration 128Q: 3 clusters Score -1.828984e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 130335 members 
Entering Unmasked Estep 
Score: -18289868.000000 Penalty: 5850.825684
	Iteration 129Q: 3 clusters Score -1.828987e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 130409 members 
Entering Unmasked Estep 
Score: -18289872.000000 Penalty: 5850.825684
	Iteration 130Q: 3 clusters Score -1.828987e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 130477 members 
Entering Unmasked Estep 
Score: -18289890.000000 Penalty: 5850.825684
	Iteration 131Q: 3 clusters Score -1.828989e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 130522 members 
Entering Unmasked Estep 
Score: -18289908.000000 Penalty: 5850.825684
	Iteration 132Q: 3 clusters Score -1.828991e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 130559 members 
Entering Unmasked Estep 
Score: -18289894.000000 Penalty: 5850.825684
	Iteration 133Q: 3 clusters Score -1.828989e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 130596 members 
Entering Unmasked Estep 
Score: -18289918.000000 Penalty: 5850.825684
	Iteration 134Q: 3 clusters Score -1.828992e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 130630 members 
Entering Unmasked Estep 
Score: -18289924.000000 Penalty: 5850.825684
	Iteration 135Q: 3 clusters Score -1.828992e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 130655 members 
Entering Unmasked Estep 
Score: -18289932.000000 Penalty: 5850.825684
	Iteration 136Q: 3 clusters Score -1.828993e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 130688 members 
Entering Unmasked Estep 
Score: -18289936.000000 Penalty: 5850.825684
	Iteration 137Q: 3 clusters Score -1.828994e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 130712 members 
Entering Unmasked Estep 
Score: -18289920.000000 Penalty: 5850.825684
	Iteration 138Q: 3 clusters Score -1.828992e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 130734 members 
Entering Unmasked Estep 
Score: -18289946.000000 Penalty: 5850.825684
	Iteration 139Q: 3 clusters Score -1.828995e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 130757 members 
Entering Unmasked Estep 
Score: -18289936.000000 Penalty: 5850.825684
	Iteration 140F: 3 clusters Score -1.828994e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 130768 members 
Entering Unmasked Estep 
Score: -18289944.000000 Penalty: 5850.825684
	Iteration 141Q: 3 clusters Score -1.828994e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 130781 members 
Entering Unmasked Estep 
Score: -18289942.000000 Penalty: 5850.825684
	Iteration 142Q: 3 clusters Score -1.828994e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 130790 members 
Entering Unmasked Estep 
Score: -18289952.000000 Penalty: 5850.825684
	Iteration 143Q: 3 clusters Score -1.828995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 130802 members 
Entering Unmasked Estep 
Score: -18289954.000000 Penalty: 5850.825684
	Iteration 144Q: 3 clusters Score -1.828995e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 130814 members 
Entering Unmasked Estep 
Score: -18289956.000000 Penalty: 5850.825684
	Iteration 145Q: 3 clusters Score -1.828996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 130826 members 
Entering Unmasked Estep 
Score: -18289936.000000 Penalty: 5850.825684
	Iteration 146Q: 3 clusters Score -1.828994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 130836 members 
Entering Unmasked Estep 
Score: -18289952.000000 Penalty: 5850.825684
	Iteration 147Q: 3 clusters Score -1.828995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 130846 members 
Entering Unmasked Estep 
Score: -18289966.000000 Penalty: 5850.825684
	Iteration 148Q: 3 clusters Score -1.828997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 130853 members 
Entering Unmasked Estep 
Score: -18289968.000000 Penalty: 5850.825684
	Iteration 149Q: 3 clusters Score -1.828997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 130864 members 
Entering Unmasked Estep 
Score: -18289964.000000 Penalty: 5850.825684
	Iteration 150Q: 3 clusters Score -1.828996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 130871 members 
Entering Unmasked Estep 
Score: -18289942.000000 Penalty: 5850.825684
	Iteration 151Q: 3 clusters Score -1.828994e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 130885 members 
Entering Unmasked Estep 
Score: -18289950.000000 Penalty: 5850.825684
	Iteration 152Q: 3 clusters Score -1.828995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 130895 members 
Entering Unmasked Estep 
Score: -18289952.000000 Penalty: 5850.825684
	Iteration 153Q: 3 clusters Score -1.828995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 130898 members 
Entering Unmasked Estep 
Score: -18289954.000000 Penalty: 5850.825684
	Iteration 154Q: 3 clusters Score -1.828995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 130899 members 
Entering Unmasked Estep 
Score: -18289962.000000 Penalty: 5850.825684
	Iteration 155Q: 3 clusters Score -1.828996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 130900 members 
Entering Unmasked Estep 
Score: -18289956.000000 Penalty: 5850.825684
	Iteration 156Q: 3 clusters Score -1.828996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 130900 members 
Entering Unmasked Estep 
Score: -18289956.000000 Penalty: 5850.825684
	Iteration 157F: 3 clusters Score -1.828996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Entering Unmasked Estep 
Score: -546107.875000 Penalty: 2065.874756
	Iteration 0F: 2 clusters Score -546107.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -542083.812500 Penalty: 4131.749512
	Iteration 0F: 3 clusters Score -542083.8 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -543042.187500 Penalty: 4131.749512
	Iteration 1F: 3 clusters Score -543042.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -543317.000000 Penalty: 4131.749512
	Iteration 2F: 3 clusters Score -543317 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -543512.250000 Penalty: 4131.749512
	Iteration 3F: 3 clusters Score -543512.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -543670.937500 Penalty: 4131.749512
	Iteration 4Q: 3 clusters Score -543670.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -543806.687500 Penalty: 4131.749512
	Iteration 5Q: 3 clusters Score -543806.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -543935.312500 Penalty: 4131.749512
	Iteration 6Q: 3 clusters Score -543935.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -544056.187500 Penalty: 4131.749512
	Iteration 7Q: 3 clusters Score -544056.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -544168.312500 Penalty: 4131.749512
	Iteration 8Q: 3 clusters Score -544168.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -544252.000000 Penalty: 4131.749512
	Iteration 9Q: 3 clusters Score -544252 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -544345.187500 Penalty: 4131.749512
	Iteration 10Q: 3 clusters Score -544345.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -544434.562500 Penalty: 4131.749512
	Iteration 11Q: 3 clusters Score -544434.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -544517.250000 Penalty: 4131.749512
	Iteration 12Q: 3 clusters Score -544517.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -544581.250000 Penalty: 4131.749512
	Iteration 13Q: 3 clusters Score -544581.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -544618.062500 Penalty: 4131.749512
	Iteration 14Q: 3 clusters Score -544618.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -544644.437500 Penalty: 4131.749512
	Iteration 15Q: 3 clusters Score -544644.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -544665.375000 Penalty: 4131.749512
	Iteration 16Q: 3 clusters Score -544665.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -544675.937500 Penalty: 4131.749512
	Iteration 17Q: 3 clusters Score -544675.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -544680.375000 Penalty: 4131.749512
	Iteration 18Q: 3 clusters Score -544680.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -544690.500000 Penalty: 4131.749512
	Iteration 19Q: 3 clusters Score -544690.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -544701.375000 Penalty: 4131.749512
	Iteration 20F: 3 clusters Score -544701.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -544714.125000 Penalty: 4131.749512
	Iteration 21Q: 3 clusters Score -544714.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -544721.687500 Penalty: 4131.749512
	Iteration 22Q: 3 clusters Score -544721.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -544727.812500 Penalty: 4131.749512
	Iteration 23Q: 3 clusters Score -544727.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -544731.687500 Penalty: 4131.749512
	Iteration 24Q: 3 clusters Score -544731.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -544735.687500 Penalty: 4131.749512
	Iteration 25Q: 3 clusters Score -544735.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -544737.375000 Penalty: 4131.749512
	Iteration 26Q: 3 clusters Score -544737.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -544738.375000 Penalty: 4131.749512
	Iteration 27Q: 3 clusters Score -544738.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -544741.250000 Penalty: 4131.749512
	Iteration 28Q: 3 clusters Score -544741.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -544743.187500 Penalty: 4131.749512
	Iteration 29Q: 3 clusters Score -544743.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -544745.125000 Penalty: 4131.749512
	Iteration 30Q: 3 clusters Score -544745.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -544746.875000 Penalty: 4131.749512
	Iteration 31Q: 3 clusters Score -544746.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -544747.562500 Penalty: 4131.749512
	Iteration 32Q: 3 clusters Score -544747.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -544749.000000 Penalty: 4131.749512
	Iteration 33Q: 3 clusters Score -544749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -544751.562500 Penalty: 4131.749512
	Iteration 34Q: 3 clusters Score -544751.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -544756.125000 Penalty: 4131.749512
	Iteration 35Q: 3 clusters Score -544756.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -544756.625000 Penalty: 4131.749512
	Iteration 36Q: 3 clusters Score -544756.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -544756.250000 Penalty: 4131.749512
	Iteration 37Q: 3 clusters Score -544756.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -544756.250000 Penalty: 4131.749512
	Iteration 38F: 3 clusters Score -544756.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (53342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53342 members 
Entering Unmasked Estep 
Score: -7168667.000000 Penalty: 2699.350830
	Iteration 0F: 2 clusters Score -7168667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -7132775.500000 Penalty: 5398.701660
	Iteration 0F: 3 clusters Score -7132776 nChanged 24677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -7146141.500000 Penalty: 5398.701660
	Iteration 1F: 3 clusters Score -7146142 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -7146610.000000 Penalty: 5398.701660
	Iteration 2Q: 3 clusters Score -7146610 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -7147081.000000 Penalty: 5398.701660
	Iteration 3Q: 3 clusters Score -7147081 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -7147514.500000 Penalty: 5398.701660
	Iteration 4Q: 3 clusters Score -7147514 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -7148029.000000 Penalty: 5398.701660
	Iteration 5Q: 3 clusters Score -7148029 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -7148880.000000 Penalty: 5398.701660
	Iteration 6Q: 3 clusters Score -7148880 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -7150216.000000 Penalty: 5398.701660
	Iteration 7Q: 3 clusters Score -7150216 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -7152453.000000 Penalty: 5398.701660
	Iteration 8F: 3 clusters Score -7152453 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -7155967.000000 Penalty: 5398.701660
	Iteration 9F: 3 clusters Score -7155967 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -7160347.000000 Penalty: 5398.701660
	Iteration 10F: 3 clusters Score -7160347 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50520 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -7163661.000000 Penalty: 5398.701660
	Iteration 11F: 3 clusters Score -7163661 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7165242.000000 Penalty: 5398.701660
	Iteration 12Q: 3 clusters Score -7165242 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7165834.500000 Penalty: 5398.701660
	Iteration 13Q: 3 clusters Score -7165834 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52928 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7166067.000000 Penalty: 5398.701660
	Iteration 14Q: 3 clusters Score -7166067 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7166175.000000 Penalty: 5398.701660
	Iteration 15Q: 3 clusters Score -7166175 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53027 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7166231.000000 Penalty: 5398.701660
	Iteration 16Q: 3 clusters Score -7166231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7166292.000000 Penalty: 5398.701660
	Iteration 17Q: 3 clusters Score -7166292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7166306.500000 Penalty: 5398.701660
	Iteration 18Q: 3 clusters Score -7166306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7166315.500000 Penalty: 5398.701660
	Iteration 19Q: 3 clusters Score -7166316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7166329.500000 Penalty: 5398.701660
	Iteration 20F: 3 clusters Score -7166330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7166332.500000 Penalty: 5398.701660
	Iteration 21Q: 3 clusters Score -7166332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53083 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7166339.000000 Penalty: 5398.701660
	Iteration 22Q: 3 clusters Score -7166339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7166336.500000 Penalty: 5398.701660
	Iteration 23Q: 3 clusters Score -7166336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7166340.000000 Penalty: 5398.701660
	Iteration 24Q: 3 clusters Score -7166340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7166340.000000 Penalty: 5398.701660
	Iteration 25F: 3 clusters Score -7166340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Entering Unmasked Estep 
Score: -1888028.750000 Penalty: 2374.147705
	Iteration 0F: 2 clusters Score -1888029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1877582.625000 Penalty: 4748.295410
	Iteration 0F: 3 clusters Score -1877583 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1880967.375000 Penalty: 4748.295410
	Iteration 1F: 3 clusters Score -1880967 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1881232.250000 Penalty: 4748.295410
	Iteration 2F: 3 clusters Score -1881232 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1881428.125000 Penalty: 4748.295410
	Iteration 3Q: 3 clusters Score -1881428 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1881568.000000 Penalty: 4748.295410
	Iteration 4Q: 3 clusters Score -1881568 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1881689.500000 Penalty: 4748.295410
	Iteration 5Q: 3 clusters Score -1881690 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1881794.375000 Penalty: 4748.295410
	Iteration 6Q: 3 clusters Score -1881794 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1881898.875000 Penalty: 4748.295410
	Iteration 7Q: 3 clusters Score -1881899 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1882009.250000 Penalty: 4748.295410
	Iteration 8Q: 3 clusters Score -1882009 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1882114.875000 Penalty: 4748.295410
	Iteration 9Q: 3 clusters Score -1882115 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1882218.500000 Penalty: 4748.295410
	Iteration 10Q: 3 clusters Score -1882218 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1882320.875000 Penalty: 4748.295410
	Iteration 11Q: 3 clusters Score -1882321 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1882448.875000 Penalty: 4748.295410
	Iteration 12Q: 3 clusters Score -1882449 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1882604.250000 Penalty: 4748.295410
	Iteration 13Q: 3 clusters Score -1882604 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1882807.875000 Penalty: 4748.295410
	Iteration 14Q: 3 clusters Score -1882808 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1883049.125000 Penalty: 4748.295410
	Iteration 15Q: 3 clusters Score -1883049 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1883371.750000 Penalty: 4748.295410
	Iteration 16Q: 3 clusters Score -1883372 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1883746.375000 Penalty: 4748.295410
	Iteration 17Q: 3 clusters Score -1883746 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1884098.250000 Penalty: 4748.295410
	Iteration 18Q: 3 clusters Score -1884098 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1884398.750000 Penalty: 4748.295410
	Iteration 19Q: 3 clusters Score -1884399 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1884662.375000 Penalty: 4748.295410
	Iteration 20F: 3 clusters Score -1884662 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1884890.750000 Penalty: 4748.295410
	Iteration 21Q: 3 clusters Score -1884891 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1885127.750000 Penalty: 4748.295410
	Iteration 22Q: 3 clusters Score -1885128 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1885287.375000 Penalty: 4748.295410
	Iteration 23Q: 3 clusters Score -1885287 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1885442.750000 Penalty: 4748.295410
	Iteration 24Q: 3 clusters Score -1885443 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1885551.125000 Penalty: 4748.295410
	Iteration 25Q: 3 clusters Score -1885551 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1885654.375000 Penalty: 4748.295410
	Iteration 26Q: 3 clusters Score -1885654 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1885716.625000 Penalty: 4748.295410
	Iteration 27Q: 3 clusters Score -1885717 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1885767.250000 Penalty: 4748.295410
	Iteration 28Q: 3 clusters Score -1885767 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1885810.750000 Penalty: 4748.295410
	Iteration 29Q: 3 clusters Score -1885811 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1885841.500000 Penalty: 4748.295410
	Iteration 30Q: 3 clusters Score -1885842 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1885864.375000 Penalty: 4748.295410
	Iteration 31Q: 3 clusters Score -1885864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1885880.625000 Penalty: 4748.295410
	Iteration 32Q: 3 clusters Score -1885881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1885886.125000 Penalty: 4748.295410
	Iteration 33Q: 3 clusters Score -1885886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1885898.625000 Penalty: 4748.295410
	Iteration 34Q: 3 clusters Score -1885899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1885907.250000 Penalty: 4748.295410
	Iteration 35Q: 3 clusters Score -1885907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1885914.125000 Penalty: 4748.295410
	Iteration 36Q: 3 clusters Score -1885914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1885921.125000 Penalty: 4748.295410
	Iteration 37Q: 3 clusters Score -1885921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1885921.250000 Penalty: 4748.295410
	Iteration 38Q: 3 clusters Score -1885921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1885921.000000 Penalty: 4748.295410
	Iteration 39Q: 3 clusters Score -1885921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1885924.625000 Penalty: 4748.295410
	Iteration 40F: 3 clusters Score -1885925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1885927.500000 Penalty: 4748.295410
	Iteration 41Q: 3 clusters Score -1885928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1885931.000000 Penalty: 4748.295410
	Iteration 42Q: 3 clusters Score -1885931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1885931.375000 Penalty: 4748.295410
	Iteration 43Q: 3 clusters Score -1885931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1885937.125000 Penalty: 4748.295410
	Iteration 44Q: 3 clusters Score -1885937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1885943.000000 Penalty: 4748.295410
	Iteration 45Q: 3 clusters Score -1885943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1885942.625000 Penalty: 4748.295410
	Iteration 46Q: 3 clusters Score -1885943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1885943.875000 Penalty: 4748.295410
	Iteration 47Q: 3 clusters Score -1885944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1885947.500000 Penalty: 4748.295410
	Iteration 48Q: 3 clusters Score -1885948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1885953.375000 Penalty: 4748.295410
	Iteration 49Q: 3 clusters Score -1885953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1885958.000000 Penalty: 4748.295410
	Iteration 50Q: 3 clusters Score -1885958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1885960.000000 Penalty: 4748.295410
	Iteration 51Q: 3 clusters Score -1885960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1885964.375000 Penalty: 4748.295410
	Iteration 52Q: 3 clusters Score -1885964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1885971.500000 Penalty: 4748.295410
	Iteration 53Q: 3 clusters Score -1885972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1885976.000000 Penalty: 4748.295410
	Iteration 54Q: 3 clusters Score -1885976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1885978.250000 Penalty: 4748.295410
	Iteration 55Q: 3 clusters Score -1885978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1885982.000000 Penalty: 4748.295410
	Iteration 56Q: 3 clusters Score -1885982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1885989.125000 Penalty: 4748.295410
	Iteration 57Q: 3 clusters Score -1885989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1885990.750000 Penalty: 4748.295410
	Iteration 58Q: 3 clusters Score -1885991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1885987.750000 Penalty: 4748.295410
	Iteration 59Q: 3 clusters Score -1885988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1885993.250000 Penalty: 4748.295410
	Iteration 60F: 3 clusters Score -1885993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1885992.500000 Penalty: 4748.295410
	Iteration 61Q: 3 clusters Score -1885992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1885994.500000 Penalty: 4748.295410
	Iteration 62Q: 3 clusters Score -1885994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1885994.375000 Penalty: 4748.295410
	Iteration 63Q: 3 clusters Score -1885994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1885993.875000 Penalty: 4748.295410
	Iteration 64Q: 3 clusters Score -1885994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1885993.875000 Penalty: 4748.295410
	Iteration 65Q: 3 clusters Score -1885994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1885991.000000 Penalty: 4748.295410
	Iteration 66Q: 3 clusters Score -1885991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1885993.000000 Penalty: 4748.295410
	Iteration 67Q: 3 clusters Score -1885993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1885993.000000 Penalty: 4748.295410
	Iteration 68F: 3 clusters Score -1885993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (160259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160259 members 
Entering Unmasked Estep 
Score: -22096762.000000 Penalty: 2972.167480
	Iteration 0F: 2 clusters Score -2.209676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80159 members 
Mstep: Class 2 contains 80100 members 
Entering Unmasked Estep 
Score: -21991256.000000 Penalty: 5944.334961
	Iteration 0F: 3 clusters Score -2.199126e+07 nChanged 76420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 78214 members 
Entering Unmasked Estep 
Score: -22035108.000000 Penalty: 5944.334961
	Iteration 1F: 3 clusters Score -2.203511e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83101 members 
Mstep: Class 2 contains 77158 members 
Entering Unmasked Estep 
Score: -22036198.000000 Penalty: 5944.334961
	Iteration 2Q: 3 clusters Score -2.20362e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84764 members 
Mstep: Class 2 contains 75495 members 
Entering Unmasked Estep 
Score: -22037572.000000 Penalty: 5944.334961
	Iteration 3Q: 3 clusters Score -2.203757e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87313 members 
Mstep: Class 2 contains 72946 members 
Entering Unmasked Estep 
Score: -22038970.000000 Penalty: 5944.334961
	Iteration 4Q: 3 clusters Score -2.203897e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91067 members 
Mstep: Class 2 contains 69192 members 
Entering Unmasked Estep 
Score: -22041298.000000 Penalty: 5944.334961
	Iteration 5Q: 3 clusters Score -2.20413e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96361 members 
Mstep: Class 2 contains 63898 members 
Entering Unmasked Estep 
Score: -22044826.000000 Penalty: 5944.334961
	Iteration 6Q: 3 clusters Score -2.204483e+07 nChanged 9339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103414 members 
Mstep: Class 2 contains 56845 members 
Entering Unmasked Estep 
Score: -22050042.000000 Penalty: 5944.334961
	Iteration 7F: 3 clusters Score -2.205004e+07 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112203 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -22057664.000000 Penalty: 5944.334961
	Iteration 8F: 3 clusters Score -2.205766e+07 nChanged 11655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121942 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -22067448.000000 Penalty: 5944.334961
	Iteration 9F: 3 clusters Score -2.206745e+07 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130432 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -22077210.000000 Penalty: 5944.334961
	Iteration 10F: 3 clusters Score -2.207721e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136041 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -22083892.000000 Penalty: 5944.334961
	Iteration 11Q: 3 clusters Score -2.208389e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139389 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -22087328.000000 Penalty: 5944.334961
	Iteration 12Q: 3 clusters Score -2.208733e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141868 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -22089006.000000 Penalty: 5944.334961
	Iteration 13Q: 3 clusters Score -2.208901e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143950 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -22090218.000000 Penalty: 5944.334961
	Iteration 14Q: 3 clusters Score -2.209022e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145855 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -22091232.000000 Penalty: 5944.334961
	Iteration 15Q: 3 clusters Score -2.209123e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147616 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -22092024.000000 Penalty: 5944.334961
	Iteration 16Q: 3 clusters Score -2.209202e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149208 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -22092648.000000 Penalty: 5944.334961
	Iteration 17Q: 3 clusters Score -2.209265e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150576 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -22093086.000000 Penalty: 5944.334961
	Iteration 18Q: 3 clusters Score -2.209309e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151815 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -22093464.000000 Penalty: 5944.334961
	Iteration 19Q: 3 clusters Score -2.209346e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152905 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -22093900.000000 Penalty: 5944.334961
	Iteration 20F: 3 clusters Score -2.20939e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153849 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -22094052.000000 Penalty: 5944.334961
	Iteration 21Q: 3 clusters Score -2.209405e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154675 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -22094230.000000 Penalty: 5944.334961
	Iteration 22Q: 3 clusters Score -2.209423e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155393 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -22094444.000000 Penalty: 5944.334961
	Iteration 23Q: 3 clusters Score -2.209444e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155966 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -22094616.000000 Penalty: 5944.334961
	Iteration 24Q: 3 clusters Score -2.209462e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156434 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -22094754.000000 Penalty: 5944.334961
	Iteration 25Q: 3 clusters Score -2.209475e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156822 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -22094824.000000 Penalty: 5944.334961
	Iteration 26Q: 3 clusters Score -2.209482e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157144 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -22094896.000000 Penalty: 5944.334961
	Iteration 27Q: 3 clusters Score -2.20949e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157416 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -22094952.000000 Penalty: 5944.334961
	Iteration 28Q: 3 clusters Score -2.209495e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157646 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -22094950.000000 Penalty: 5944.334961
	Iteration 29Q: 3 clusters Score -2.209495e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157821 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -22095016.000000 Penalty: 5944.334961
	Iteration 30Q: 3 clusters Score -2.209502e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157970 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -22095024.000000 Penalty: 5944.334961
	Iteration 31Q: 3 clusters Score -2.209502e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158120 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -22094998.000000 Penalty: 5944.334961
	Iteration 32Q: 3 clusters Score -2.2095e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158246 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -22095006.000000 Penalty: 5944.334961
	Iteration 33Q: 3 clusters Score -2.209501e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158347 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -22094998.000000 Penalty: 5944.334961
	Iteration 34Q: 3 clusters Score -2.2095e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158437 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -22095032.000000 Penalty: 5944.334961
	Iteration 35Q: 3 clusters Score -2.209503e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158515 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -22095042.000000 Penalty: 5944.334961
	Iteration 36Q: 3 clusters Score -2.209504e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158577 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -22095030.000000 Penalty: 5944.334961
	Iteration 37Q: 3 clusters Score -2.209503e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158623 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -22095050.000000 Penalty: 5944.334961
	Iteration 38Q: 3 clusters Score -2.209505e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158666 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -22095036.000000 Penalty: 5944.334961
	Iteration 39Q: 3 clusters Score -2.209504e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158698 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -22095078.000000 Penalty: 5944.334961
	Iteration 40F: 3 clusters Score -2.209508e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158717 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -22095074.000000 Penalty: 5944.334961
	Iteration 41Q: 3 clusters Score -2.209507e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158737 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -22095086.000000 Penalty: 5944.334961
	Iteration 42Q: 3 clusters Score -2.209509e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158756 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -22095074.000000 Penalty: 5944.334961
	Iteration 43Q: 3 clusters Score -2.209507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158765 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -22095068.000000 Penalty: 5944.334961
	Iteration 44Q: 3 clusters Score -2.209507e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158779 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -22095078.000000 Penalty: 5944.334961
	Iteration 45Q: 3 clusters Score -2.209508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158787 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -22095076.000000 Penalty: 5944.334961
	Iteration 46Q: 3 clusters Score -2.209508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158790 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -22095066.000000 Penalty: 5944.334961
	Iteration 47Q: 3 clusters Score -2.209507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158791 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -22095074.000000 Penalty: 5944.334961
	Iteration 48Q: 3 clusters Score -2.209507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158792 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -22095066.000000 Penalty: 5944.334961
	Iteration 49Q: 3 clusters Score -2.209507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158792 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -22095066.000000 Penalty: 5944.334961
	Iteration 50F: 3 clusters Score -2.209507e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Entering Unmasked Estep 
Score: -2910902.750000 Penalty: 2466.291748
	Iteration 0F: 2 clusters Score -2910903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2896346.500000 Penalty: 4932.583496
	Iteration 0F: 3 clusters Score -2896346 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2901188.000000 Penalty: 4932.583496
	Iteration 1F: 3 clusters Score -2901188 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2901502.250000 Penalty: 4932.583496
	Iteration 2Q: 3 clusters Score -2901502 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2901766.750000 Penalty: 4932.583496
	Iteration 3Q: 3 clusters Score -2901767 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2901985.750000 Penalty: 4932.583496
	Iteration 4Q: 3 clusters Score -2901986 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2902177.750000 Penalty: 4932.583496
	Iteration 5Q: 3 clusters Score -2902178 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2902354.000000 Penalty: 4932.583496
	Iteration 6Q: 3 clusters Score -2902354 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2902515.250000 Penalty: 4932.583496
	Iteration 7Q: 3 clusters Score -2902515 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2902676.250000 Penalty: 4932.583496
	Iteration 8Q: 3 clusters Score -2902676 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2902857.250000 Penalty: 4932.583496
	Iteration 9Q: 3 clusters Score -2902857 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2903070.750000 Penalty: 4932.583496
	Iteration 10Q: 3 clusters Score -2903071 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2903339.250000 Penalty: 4932.583496
	Iteration 11Q: 3 clusters Score -2903339 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2903645.000000 Penalty: 4932.583496
	Iteration 12Q: 3 clusters Score -2903645 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2904056.500000 Penalty: 4932.583496
	Iteration 13Q: 3 clusters Score -2904056 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2904583.500000 Penalty: 4932.583496
	Iteration 14Q: 3 clusters Score -2904584 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2905183.500000 Penalty: 4932.583496
	Iteration 15Q: 3 clusters Score -2905184 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2905813.250000 Penalty: 4932.583496
	Iteration 16Q: 3 clusters Score -2905813 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2906350.750000 Penalty: 4932.583496
	Iteration 17Q: 3 clusters Score -2906351 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2906741.500000 Penalty: 4932.583496
	Iteration 18Q: 3 clusters Score -2906742 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2906951.750000 Penalty: 4932.583496
	Iteration 19Q: 3 clusters Score -2906952 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2907075.500000 Penalty: 4932.583496
	Iteration 20F: 3 clusters Score -2907076 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2907124.500000 Penalty: 4932.583496
	Iteration 21Q: 3 clusters Score -2907124 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2907164.500000 Penalty: 4932.583496
	Iteration 22Q: 3 clusters Score -2907164 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2907193.000000 Penalty: 4932.583496
	Iteration 23Q: 3 clusters Score -2907193 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2907214.500000 Penalty: 4932.583496
	Iteration 24Q: 3 clusters Score -2907214 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2907241.750000 Penalty: 4932.583496
	Iteration 25Q: 3 clusters Score -2907242 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2907261.500000 Penalty: 4932.583496
	Iteration 26Q: 3 clusters Score -2907262 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2907281.000000 Penalty: 4932.583496
	Iteration 27Q: 3 clusters Score -2907281 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2907304.000000 Penalty: 4932.583496
	Iteration 28Q: 3 clusters Score -2907304 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2907312.000000 Penalty: 4932.583496
	Iteration 29Q: 3 clusters Score -2907312 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2907318.000000 Penalty: 4932.583496
	Iteration 30Q: 3 clusters Score -2907318 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2907335.500000 Penalty: 4932.583496
	Iteration 31Q: 3 clusters Score -2907336 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2907349.000000 Penalty: 4932.583496
	Iteration 32Q: 3 clusters Score -2907349 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2907365.500000 Penalty: 4932.583496
	Iteration 33Q: 3 clusters Score -2907366 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2907377.000000 Penalty: 4932.583496
	Iteration 34Q: 3 clusters Score -2907377 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2907393.750000 Penalty: 4932.583496
	Iteration 35Q: 3 clusters Score -2907394 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2907402.500000 Penalty: 4932.583496
	Iteration 36Q: 3 clusters Score -2907402 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2907415.000000 Penalty: 4932.583496
	Iteration 37Q: 3 clusters Score -2907415 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2907434.250000 Penalty: 4932.583496
	Iteration 38Q: 3 clusters Score -2907434 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2907454.500000 Penalty: 4932.583496
	Iteration 39Q: 3 clusters Score -2907454 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2907456.000000 Penalty: 4932.583496
	Iteration 40F: 3 clusters Score -2907456 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2907458.250000 Penalty: 4932.583496
	Iteration 41Q: 3 clusters Score -2907458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2907457.250000 Penalty: 4932.583496
	Iteration 42Q: 3 clusters Score -2907457 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2907461.250000 Penalty: 4932.583496
	Iteration 43Q: 3 clusters Score -2907461 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2907474.750000 Penalty: 4932.583496
	Iteration 44Q: 3 clusters Score -2907475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2907474.500000 Penalty: 4932.583496
	Iteration 45Q: 3 clusters Score -2907474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -2907481.500000 Penalty: 4932.583496
	Iteration 46Q: 3 clusters Score -2907482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2907489.750000 Penalty: 4932.583496
	Iteration 47Q: 3 clusters Score -2907490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2907491.000000 Penalty: 4932.583496
	Iteration 48Q: 3 clusters Score -2907491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2907493.250000 Penalty: 4932.583496
	Iteration 49Q: 3 clusters Score -2907493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2907502.750000 Penalty: 4932.583496
	Iteration 50Q: 3 clusters Score -2907503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2907503.000000 Penalty: 4932.583496
	Iteration 51Q: 3 clusters Score -2907503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2907500.000000 Penalty: 4932.583496
	Iteration 52Q: 3 clusters Score -2907500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2907500.250000 Penalty: 4932.583496
	Iteration 53Q: 3 clusters Score -2907500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2907507.750000 Penalty: 4932.583496
	Iteration 54Q: 3 clusters Score -2907508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2907511.500000 Penalty: 4932.583496
	Iteration 55Q: 3 clusters Score -2907512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2907518.000000 Penalty: 4932.583496
	Iteration 56Q: 3 clusters Score -2907518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2907527.000000 Penalty: 4932.583496
	Iteration 57Q: 3 clusters Score -2907527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2907521.500000 Penalty: 4932.583496
	Iteration 58Q: 3 clusters Score -2907522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2907528.750000 Penalty: 4932.583496
	Iteration 59Q: 3 clusters Score -2907529 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2907527.000000 Penalty: 4932.583496
	Iteration 60F: 3 clusters Score -2907527 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2907527.750000 Penalty: 4932.583496
	Iteration 61Q: 3 clusters Score -2907528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2907530.250000 Penalty: 4932.583496
	Iteration 62Q: 3 clusters Score -2907530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2907539.750000 Penalty: 4932.583496
	Iteration 63Q: 3 clusters Score -2907540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2907550.000000 Penalty: 4932.583496
	Iteration 64Q: 3 clusters Score -2907550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2907546.500000 Penalty: 4932.583496
	Iteration 65Q: 3 clusters Score -2907546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2907551.000000 Penalty: 4932.583496
	Iteration 66Q: 3 clusters Score -2907551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2907551.500000 Penalty: 4932.583496
	Iteration 67Q: 3 clusters Score -2907552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2907552.500000 Penalty: 4932.583496
	Iteration 68Q: 3 clusters Score -2907552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2907558.750000 Penalty: 4932.583496
	Iteration 69Q: 3 clusters Score -2907559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2907561.000000 Penalty: 4932.583496
	Iteration 70Q: 3 clusters Score -2907561 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2907558.250000 Penalty: 4932.583496
	Iteration 71Q: 3 clusters Score -2907558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2907560.750000 Penalty: 4932.583496
	Iteration 72Q: 3 clusters Score -2907561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2907577.750000 Penalty: 4932.583496
	Iteration 73Q: 3 clusters Score -2907578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2907581.500000 Penalty: 4932.583496
	Iteration 74Q: 3 clusters Score -2907582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2907590.750000 Penalty: 4932.583496
	Iteration 75Q: 3 clusters Score -2907591 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2907598.750000 Penalty: 4932.583496
	Iteration 76Q: 3 clusters Score -2907599 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2907602.750000 Penalty: 4932.583496
	Iteration 77Q: 3 clusters Score -2907603 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2907608.500000 Penalty: 4932.583496
	Iteration 78Q: 3 clusters Score -2907608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2907615.500000 Penalty: 4932.583496
	Iteration 79Q: 3 clusters Score -2907616 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2907627.000000 Penalty: 4932.583496
	Iteration 80F: 3 clusters Score -2907627 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2907635.500000 Penalty: 4932.583496
	Iteration 81Q: 3 clusters Score -2907636 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2907645.500000 Penalty: 4932.583496
	Iteration 82Q: 3 clusters Score -2907646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2907655.500000 Penalty: 4932.583496
	Iteration 83Q: 3 clusters Score -2907656 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2907663.000000 Penalty: 4932.583496
	Iteration 84Q: 3 clusters Score -2907663 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2907661.250000 Penalty: 4932.583496
	Iteration 85Q: 3 clusters Score -2907661 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2907669.250000 Penalty: 4932.583496
	Iteration 86Q: 3 clusters Score -2907669 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2907671.750000 Penalty: 4932.583496
	Iteration 87Q: 3 clusters Score -2907672 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2907678.000000 Penalty: 4932.583496
	Iteration 88Q: 3 clusters Score -2907678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2907688.000000 Penalty: 4932.583496
	Iteration 89Q: 3 clusters Score -2907688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2907692.500000 Penalty: 4932.583496
	Iteration 90Q: 3 clusters Score -2907692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2907704.500000 Penalty: 4932.583496
	Iteration 91Q: 3 clusters Score -2907704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2907709.500000 Penalty: 4932.583496
	Iteration 92Q: 3 clusters Score -2907710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2907719.250000 Penalty: 4932.583496
	Iteration 93Q: 3 clusters Score -2907719 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2907727.750000 Penalty: 4932.583496
	Iteration 94Q: 3 clusters Score -2907728 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2907749.250000 Penalty: 4932.583496
	Iteration 95Q: 3 clusters Score -2907749 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2907763.750000 Penalty: 4932.583496
	Iteration 96Q: 3 clusters Score -2907764 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2907767.250000 Penalty: 4932.583496
	Iteration 97Q: 3 clusters Score -2907767 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2907775.250000 Penalty: 4932.583496
	Iteration 98Q: 3 clusters Score -2907775 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2907787 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2907810.000000 Penalty: 4932.583496
	Iteration 100F: 3 clusters Score -2907810 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2907814.000000 Penalty: 4932.583496
	Iteration 101Q: 3 clusters Score -2907814 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2907838.500000 Penalty: 4932.583496
	Iteration 102Q: 3 clusters Score -2907838 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2907855.250000 Penalty: 4932.583496
	Iteration 103Q: 3 clusters Score -2907855 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2907872 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2907877 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2907899 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2907922.750000 Penalty: 4932.583496
	Iteration 107Q: 3 clusters Score -2907923 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2907939 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2907979 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2908021.500000 Penalty: 4932.583496
	Iteration 111Q: 3 clusters Score -2908022 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2908050 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2908072 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2908097 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2908118.000000 Penalty: 4932.583496
	Iteration 115Q: 3 clusters Score -2908118 nChanged 81
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Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2908134 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2908151.750000 Penalty: 4932.583496
	Iteration 117Q: 3 clusters Score -2908152 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2908170 nChanged 66
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Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2908185 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2908215.000000 Penalty: 4932.583496
	Iteration 120F: 3 clusters Score -2908215 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2908230 nChanged 80
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Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2908253.000000 Penalty: 4932.583496
	Iteration 122Q: 3 clusters Score -2908253 nChanged 78
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Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2908276 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2908304 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2908320.250000 Penalty: 4932.583496
	Iteration 125Q: 3 clusters Score -2908320 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2908340 nChanged 67
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Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2908358 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2908381.500000 Penalty: 4932.583496
	Iteration 128Q: 3 clusters Score -2908382 nChanged 67
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Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2908395.250000 Penalty: 4932.583496
	Iteration 129Q: 3 clusters Score -2908395 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2908421.000000 Penalty: 4932.583496
	Iteration 130Q: 3 clusters Score -2908421 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2908446 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2908453.250000 Penalty: 4932.583496
	Iteration 132Q: 3 clusters Score -2908453 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2908462 nChanged 44
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Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2908478 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2908499 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2908514.250000 Penalty: 4932.583496
	Iteration 136Q: 3 clusters Score -2908514 nChanged 49
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Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2908528 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2908540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2908548.750000 Penalty: 4932.583496
	Iteration 139Q: 3 clusters Score -2908549 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2908563 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2908565.000000 Penalty: 4932.583496
	Iteration 141Q: 3 clusters Score -2908565 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2908577 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2908584 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2908596.250000 Penalty: 4932.583496
	Iteration 144Q: 3 clusters Score -2908596 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2908606.500000 Penalty: 4932.583496
	Iteration 145Q: 3 clusters Score -2908606 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2908619.250000 Penalty: 4932.583496
	Iteration 146Q: 3 clusters Score -2908619 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2908626.500000 Penalty: 4932.583496
	Iteration 147Q: 3 clusters Score -2908626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2908634.250000 Penalty: 4932.583496
	Iteration 148Q: 3 clusters Score -2908634 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2908644.750000 Penalty: 4932.583496
	Iteration 149Q: 3 clusters Score -2908645 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2908655 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2908663.250000 Penalty: 4932.583496
	Iteration 151Q: 3 clusters Score -2908663 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2908664.250000 Penalty: 4932.583496
	Iteration 152Q: 3 clusters Score -2908664 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2908668.250000 Penalty: 4932.583496
	Iteration 153Q: 3 clusters Score -2908668 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2908672.250000 Penalty: 4932.583496
	Iteration 154Q: 3 clusters Score -2908672 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2908673.250000 Penalty: 4932.583496
	Iteration 155Q: 3 clusters Score -2908673 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2908683.000000 Penalty: 4932.583496
	Iteration 156Q: 3 clusters Score -2908683 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2908689 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2908694.250000 Penalty: 4932.583496
	Iteration 158Q: 3 clusters Score -2908694 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2908694 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2908703.750000 Penalty: 4932.583496
	Iteration 160F: 3 clusters Score -2908704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2908709.000000 Penalty: 4932.583496
	Iteration 161Q: 3 clusters Score -2908709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2908717.000000 Penalty: 4932.583496
	Iteration 162Q: 3 clusters Score -2908717 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2908719.000000 Penalty: 4932.583496
	Iteration 163Q: 3 clusters Score -2908719 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2908724.250000 Penalty: 4932.583496
	Iteration 164Q: 3 clusters Score -2908724 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2908729.000000 Penalty: 4932.583496
	Iteration 165Q: 3 clusters Score -2908729 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2908730.000000 Penalty: 4932.583496
	Iteration 166Q: 3 clusters Score -2908730 nChanged 4
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Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2908731.250000 Penalty: 4932.583496
	Iteration 167Q: 3 clusters Score -2908731 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2908729.000000 Penalty: 4932.583496
	Iteration 168Q: 3 clusters Score -2908729 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2908730.500000 Penalty: 4932.583496
	Iteration 169Q: 3 clusters Score -2908730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2908736.000000 Penalty: 4932.583496
	Iteration 170Q: 3 clusters Score -2908736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2908741.500000 Penalty: 4932.583496
	Iteration 171Q: 3 clusters Score -2908742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2908743.500000 Penalty: 4932.583496
	Iteration 172Q: 3 clusters Score -2908744 nChanged 8
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Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2908742.000000 Penalty: 4932.583496
	Iteration 173Q: 3 clusters Score -2908742 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2908743.000000 Penalty: 4932.583496
	Iteration 174Q: 3 clusters Score -2908743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2908739.500000 Penalty: 4932.583496
	Iteration 175Q: 3 clusters Score -2908740 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2908750.000000 Penalty: 4932.583496
	Iteration 176Q: 3 clusters Score -2908750 nChanged 10
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Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2908755.750000 Penalty: 4932.583496
	Iteration 177Q: 3 clusters Score -2908756 nChanged 3
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Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2908754.500000 Penalty: 4932.583496
	Iteration 178Q: 3 clusters Score -2908754 nChanged 3
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Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2908753.250000 Penalty: 4932.583496
	Iteration 179Q: 3 clusters Score -2908753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2908758.500000 Penalty: 4932.583496
	Iteration 180F: 3 clusters Score -2908758 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2908757.000000 Penalty: 4932.583496
	Iteration 181Q: 3 clusters Score -2908757 nChanged 7
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Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2908764.500000 Penalty: 4932.583496
	Iteration 182Q: 3 clusters Score -2908764 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2908767.000000 Penalty: 4932.583496
	Iteration 183Q: 3 clusters Score -2908767 nChanged 10
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Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2908773.500000 Penalty: 4932.583496
	Iteration 184Q: 3 clusters Score -2908774 nChanged 14
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Entering Unmasked Estep 
Score: -2908777.250000 Penalty: 4932.583496
	Iteration 185Q: 3 clusters Score -2908777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2908784.000000 Penalty: 4932.583496
	Iteration 186Q: 3 clusters Score -2908784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2908794.750000 Penalty: 4932.583496
	Iteration 187Q: 3 clusters Score -2908795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2908798.500000 Penalty: 4932.583496
	Iteration 188Q: 3 clusters Score -2908798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2908802.000000 Penalty: 4932.583496
	Iteration 189Q: 3 clusters Score -2908802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2908807.000000 Penalty: 4932.583496
	Iteration 190Q: 3 clusters Score -2908807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2908806.750000 Penalty: 4932.583496
	Iteration 191Q: 3 clusters Score -2908807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2908808.000000 Penalty: 4932.583496
	Iteration 192Q: 3 clusters Score -2908808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2908808.750000 Penalty: 4932.583496
	Iteration 193Q: 3 clusters Score -2908809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2908811.250000 Penalty: 4932.583496
	Iteration 194Q: 3 clusters Score -2908811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2908807.500000 Penalty: 4932.583496
	Iteration 195Q: 3 clusters Score -2908808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2908809.250000 Penalty: 4932.583496
	Iteration 196Q: 3 clusters Score -2908809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2908818.250000 Penalty: 4932.583496
	Iteration 197Q: 3 clusters Score -2908818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2908821.250000 Penalty: 4932.583496
	Iteration 198Q: 3 clusters Score -2908821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2908820.500000 Penalty: 4932.583496
	Iteration 199Q: 3 clusters Score -2908820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2908822.750000 Penalty: 4932.583496
	Iteration 200F: 3 clusters Score -2908823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2908822.750000 Penalty: 4932.583496
	Iteration 201Q: 3 clusters Score -2908823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2908825.250000 Penalty: 4932.583496
	Iteration 202Q: 3 clusters Score -2908825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2908829.250000 Penalty: 4932.583496
	Iteration 203Q: 3 clusters Score -2908829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2908828.750000 Penalty: 4932.583496
	Iteration 204Q: 3 clusters Score -2908829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2908830.000000 Penalty: 4932.583496
	Iteration 205Q: 3 clusters Score -2908830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2908832.250000 Penalty: 4932.583496
	Iteration 206Q: 3 clusters Score -2908832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2908834.250000 Penalty: 4932.583496
	Iteration 207Q: 3 clusters Score -2908834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2908832.500000 Penalty: 4932.583496
	Iteration 208Q: 3 clusters Score -2908832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2908834.000000 Penalty: 4932.583496
	Iteration 209Q: 3 clusters Score -2908834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2908833.250000 Penalty: 4932.583496
	Iteration 210Q: 3 clusters Score -2908833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2908836.000000 Penalty: 4932.583496
	Iteration 211Q: 3 clusters Score -2908836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2908835.500000 Penalty: 4932.583496
	Iteration 212Q: 3 clusters Score -2908836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2908839.500000 Penalty: 4932.583496
	Iteration 213Q: 3 clusters Score -2908840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2908844.750000 Penalty: 4932.583496
	Iteration 214Q: 3 clusters Score -2908845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2908851.750000 Penalty: 4932.583496
	Iteration 215Q: 3 clusters Score -2908852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2908851.500000 Penalty: 4932.583496
	Iteration 216Q: 3 clusters Score -2908852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2908854.250000 Penalty: 4932.583496
	Iteration 217Q: 3 clusters Score -2908854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2908851.750000 Penalty: 4932.583496
	Iteration 218Q: 3 clusters Score -2908852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2908854.750000 Penalty: 4932.583496
	Iteration 219Q: 3 clusters Score -2908855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2908854.000000 Penalty: 4932.583496
	Iteration 220F: 3 clusters Score -2908854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2908855.750000 Penalty: 4932.583496
	Iteration 221Q: 3 clusters Score -2908856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2908856.750000 Penalty: 4932.583496
	Iteration 222Q: 3 clusters Score -2908857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2908856.750000 Penalty: 4932.583496
	Iteration 223F: 3 clusters Score -2908857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (103057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103057 members 
Entering Unmasked Estep 
Score: -14162418.000000 Penalty: 2862.673340
	Iteration 0F: 2 clusters Score -1.416242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -14093629.000000 Penalty: 5725.346680
	Iteration 0F: 3 clusters Score -1.409363e+07 nChanged 48737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -14121304.000000 Penalty: 5725.346680
	Iteration 1F: 3 clusters Score -1.41213e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -14121767.000000 Penalty: 5725.346680
	Iteration 2Q: 3 clusters Score -1.412177e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 56191 members 
Entering Unmasked Estep 
Score: -14122497.000000 Penalty: 5725.346680
	Iteration 3Q: 3 clusters Score -1.41225e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 58521 members 
Entering Unmasked Estep 
Score: -14123363.000000 Penalty: 5725.346680
	Iteration 4Q: 3 clusters Score -1.412336e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -14124867.000000 Penalty: 5725.346680
	Iteration 5Q: 3 clusters Score -1.412487e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 66753 members 
Entering Unmasked Estep 
Score: -14127553.000000 Penalty: 5725.346680
	Iteration 6Q: 3 clusters Score -1.412755e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 73419 members 
Entering Unmasked Estep 
Score: -14132147.000000 Penalty: 5725.346680
	Iteration 7F: 3 clusters Score -1.413215e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 81791 members 
Entering Unmasked Estep 
Score: -14139357.000000 Penalty: 5725.346680
	Iteration 8F: 3 clusters Score -1.413936e+07 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 90285 members 
Entering Unmasked Estep 
Score: -14147531.000000 Penalty: 5725.346680
	Iteration 9F: 3 clusters Score -1.414753e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 96874 members 
Entering Unmasked Estep 
Score: -14154043.000000 Penalty: 5725.346680
	Iteration 10F: 3 clusters Score -1.415404e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 100561 members 
Entering Unmasked Estep 
Score: -14157608.000000 Penalty: 5725.346680
	Iteration 11Q: 3 clusters Score -1.415761e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 102035 members 
Entering Unmasked Estep 
Score: -14158994.000000 Penalty: 5725.346680
	Iteration 12Q: 3 clusters Score -1.415899e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 102553 members 
Entering Unmasked Estep 
Score: -14159454.000000 Penalty: 5725.346680
	Iteration 13Q: 3 clusters Score -1.415945e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 102746 members 
Entering Unmasked Estep 
Score: -14159669.000000 Penalty: 5725.346680
	Iteration 14Q: 3 clusters Score -1.415967e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 102812 members 
Entering Unmasked Estep 
Score: -14159781.000000 Penalty: 5725.346680
	Iteration 15Q: 3 clusters Score -1.415978e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 102841 members 
Entering Unmasked Estep 
Score: -14159842.000000 Penalty: 5725.346680
	Iteration 16Q: 3 clusters Score -1.415984e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 102847 members 
Entering Unmasked Estep 
Score: -14159867.000000 Penalty: 5725.346680
	Iteration 17Q: 3 clusters Score -1.415987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 102852 members 
Entering Unmasked Estep 
Score: -14159870.000000 Penalty: 5725.346680
	Iteration 18Q: 3 clusters Score -1.415987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 102858 members 
Entering Unmasked Estep 
Score: -14159888.000000 Penalty: 5725.346680
	Iteration 19Q: 3 clusters Score -1.415989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 102860 members 
Entering Unmasked Estep 
Score: -14159905.000000 Penalty: 5725.346680
	Iteration 20F: 3 clusters Score -1.41599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 102859 members 
Entering Unmasked Estep 
Score: -14159911.000000 Penalty: 5725.346680
	Iteration 21Q: 3 clusters Score -1.415991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 102857 members 
Entering Unmasked Estep 
Score: -14159923.000000 Penalty: 5725.346680
	Iteration 22Q: 3 clusters Score -1.415992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 102855 members 
Entering Unmasked Estep 
Score: -14159927.000000 Penalty: 5725.346680
	Iteration 23Q: 3 clusters Score -1.415993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 102857 members 
Entering Unmasked Estep 
Score: -14159924.000000 Penalty: 5725.346680
	Iteration 24Q: 3 clusters Score -1.415992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 102859 members 
Entering Unmasked Estep 
Score: -14159929.000000 Penalty: 5725.346680
	Iteration 25Q: 3 clusters Score -1.415993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 102858 members 
Entering Unmasked Estep 
Score: -14159926.000000 Penalty: 5725.346680
	Iteration 26Q: 3 clusters Score -1.415993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 102858 members 
Entering Unmasked Estep 
Score: -14159926.000000 Penalty: 5725.346680
	Iteration 27F: 3 clusters Score -1.415993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -62307.000000 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -62307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60846.191406 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -60846.19 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61228.308594 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -61228.31 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61556.109375 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -61556.11 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61772.917969 Penalty: 3116.004150
	Iteration 3F: 3 clusters Score -61772.92 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62003.960938 Penalty: 3116.004150
	Iteration 4F: 3 clusters Score -62003.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -62238.085938 Penalty: 3116.004150
	Iteration 5F: 3 clusters Score -62238.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62506.183594 Penalty: 3116.004150
	Iteration 6F: 3 clusters Score -62506.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -62667.832031 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -62667.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -62705.785156 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -62705.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -62716.484375 Penalty: 3116.004150
	Iteration 9Q: 3 clusters Score -62716.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -62733.085938 Penalty: 3116.004150
	Iteration 10Q: 3 clusters Score -62733.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -62735.199219 Penalty: 3116.004150
	Iteration 11Q: 3 clusters Score -62735.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -62735.199219 Penalty: 3116.004150
	Iteration 12F: 3 clusters Score -62735.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 132723 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 4147 members 
Mstep: Class 8 contains 53342 members 
Mstep: Class 9 contains 14374 members 
Mstep: Class 10 contains 160259 members 
Mstep: Class 11 contains 20842 members 
Mstep: Class 12 contains 103057 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 39754 members 
Mstep: Class 17 contains 26262 members 
Mstep: Class 18 contains 54013 members 
Mstep: Class 19 contains 178396 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 67753 members 
Entering Unmasked Estep 
Score: -116100696.000000 Penalty: 57601.605469
Splitting cluster 13 changes total score from -116101952.000000 to -116100696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -70088.726562 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -70088.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -68530.054688 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -68530.05 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68867.976562 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -68867.98 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69066.890625 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -69066.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69207.085938 Penalty: 3166.219238
	Iteration 3F: 3 clusters Score -69207.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69339.921875 Penalty: 3166.219238
	Iteration 4F: 3 clusters Score -69339.92 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69546.976562 Penalty: 3166.219238
	Iteration 5F: 3 clusters Score -69546.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -69752.492188 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -69752.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -69857.437500 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -69857.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -69996.085938 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -69996.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -70001.789062 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -70001.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -70001.789062 Penalty: 3166.219238
	Iteration 10F: 3 clusters Score -70001.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Entering Unmasked Estep 
Score: -5532447.500000 Penalty: 2626.435547
	Iteration 0F: 2 clusters Score -5532448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -5505492.500000 Penalty: 5252.871094
	Iteration 0F: 3 clusters Score -5505492 nChanged 18242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -5515483.500000 Penalty: 5252.871094
	Iteration 1F: 3 clusters Score -5515484 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -5515953.500000 Penalty: 5252.871094
	Iteration 2Q: 3 clusters Score -5515954 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -5516350.500000 Penalty: 5252.871094
	Iteration 3Q: 3 clusters Score -5516350 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -5516798.500000 Penalty: 5252.871094
	Iteration 4Q: 3 clusters Score -5516798 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -5517267.500000 Penalty: 5252.871094
	Iteration 5Q: 3 clusters Score -5517268 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -5517905.500000 Penalty: 5252.871094
	Iteration 6Q: 3 clusters Score -5517906 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -5518696.000000 Penalty: 5252.871094
	Iteration 7Q: 3 clusters Score -5518696 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -5519706.000000 Penalty: 5252.871094
	Iteration 8F: 3 clusters Score -5519706 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -5521017.000000 Penalty: 5252.871094
	Iteration 9F: 3 clusters Score -5521017 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -5522853.500000 Penalty: 5252.871094
	Iteration 10F: 3 clusters Score -5522854 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -5524919.500000 Penalty: 5252.871094
	Iteration 11F: 3 clusters Score -5524920 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -5526389.000000 Penalty: 5252.871094
	Iteration 12Q: 3 clusters Score -5526389 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -5527033.000000 Penalty: 5252.871094
	Iteration 13Q: 3 clusters Score -5527033 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -5527342.000000 Penalty: 5252.871094
	Iteration 14Q: 3 clusters Score -5527342 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -5527551.500000 Penalty: 5252.871094
	Iteration 15Q: 3 clusters Score -5527552 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -5527680.500000 Penalty: 5252.871094
	Iteration 16Q: 3 clusters Score -5527680 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -5527809.500000 Penalty: 5252.871094
	Iteration 17Q: 3 clusters Score -5527810 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -5527948.500000 Penalty: 5252.871094
	Iteration 18Q: 3 clusters Score -5527948 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -5528103.500000 Penalty: 5252.871094
	Iteration 19Q: 3 clusters Score -5528104 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -5528265.000000 Penalty: 5252.871094
	Iteration 20F: 3 clusters Score -5528265 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -5528383.000000 Penalty: 5252.871094
	Iteration 21Q: 3 clusters Score -5528383 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -5528503.000000 Penalty: 5252.871094
	Iteration 22Q: 3 clusters Score -5528503 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -5528593.500000 Penalty: 5252.871094
	Iteration 23Q: 3 clusters Score -5528594 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -5528718.000000 Penalty: 5252.871094
	Iteration 24Q: 3 clusters Score -5528718 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -5528798.000000 Penalty: 5252.871094
	Iteration 25Q: 3 clusters Score -5528798 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -5528888.000000 Penalty: 5252.871094
	Iteration 26Q: 3 clusters Score -5528888 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -5528989.500000 Penalty: 5252.871094
	Iteration 27Q: 3 clusters Score -5528990 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -5529102.500000 Penalty: 5252.871094
	Iteration 28Q: 3 clusters Score -5529102 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -5529181.000000 Penalty: 5252.871094
	Iteration 29Q: 3 clusters Score -5529181 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -5529294.000000 Penalty: 5252.871094
	Iteration 30Q: 3 clusters Score -5529294 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -5529408.500000 Penalty: 5252.871094
	Iteration 31Q: 3 clusters Score -5529408 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -5529527.000000 Penalty: 5252.871094
	Iteration 32Q: 3 clusters Score -5529527 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -5529618.000000 Penalty: 5252.871094
	Iteration 33Q: 3 clusters Score -5529618 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -5529691.500000 Penalty: 5252.871094
	Iteration 34Q: 3 clusters Score -5529692 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -5529767.500000 Penalty: 5252.871094
	Iteration 35Q: 3 clusters Score -5529768 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -5529852.500000 Penalty: 5252.871094
	Iteration 36Q: 3 clusters Score -5529852 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -5529932.500000 Penalty: 5252.871094
	Iteration 37Q: 3 clusters Score -5529932 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5530011.500000 Penalty: 5252.871094
	Iteration 38Q: 3 clusters Score -5530012 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -5530088.000000 Penalty: 5252.871094
	Iteration 39Q: 3 clusters Score -5530088 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5530144.000000 Penalty: 5252.871094
	Iteration 40F: 3 clusters Score -5530144 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5530174.500000 Penalty: 5252.871094
	Iteration 41Q: 3 clusters Score -5530174 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5530234.000000 Penalty: 5252.871094
	Iteration 42Q: 3 clusters Score -5530234 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5530274.500000 Penalty: 5252.871094
	Iteration 43Q: 3 clusters Score -5530274 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5530287.500000 Penalty: 5252.871094
	Iteration 44Q: 3 clusters Score -5530288 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5530309.000000 Penalty: 5252.871094
	Iteration 45Q: 3 clusters Score -5530309 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5530335.500000 Penalty: 5252.871094
	Iteration 46Q: 3 clusters Score -5530336 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5530348.500000 Penalty: 5252.871094
	Iteration 47Q: 3 clusters Score -5530348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5530360.000000 Penalty: 5252.871094
	Iteration 48Q: 3 clusters Score -5530360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5530375.500000 Penalty: 5252.871094
	Iteration 49Q: 3 clusters Score -5530376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5530394.500000 Penalty: 5252.871094
	Iteration 50Q: 3 clusters Score -5530394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5530399.500000 Penalty: 5252.871094
	Iteration 51Q: 3 clusters Score -5530400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5530407.500000 Penalty: 5252.871094
	Iteration 52Q: 3 clusters Score -5530408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5530412.000000 Penalty: 5252.871094
	Iteration 53Q: 3 clusters Score -5530412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5530425.000000 Penalty: 5252.871094
	Iteration 54Q: 3 clusters Score -5530425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5530418.000000 Penalty: 5252.871094
	Iteration 55Q: 3 clusters Score -5530418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5530418.000000 Penalty: 5252.871094
	Iteration 56Q: 3 clusters Score -5530418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5530424.500000 Penalty: 5252.871094
	Iteration 57Q: 3 clusters Score -5530424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5530424.000000 Penalty: 5252.871094
	Iteration 58Q: 3 clusters Score -5530424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5530430.000000 Penalty: 5252.871094
	Iteration 59Q: 3 clusters Score -5530430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5530439.500000 Penalty: 5252.871094
	Iteration 60F: 3 clusters Score -5530440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5530440.000000 Penalty: 5252.871094
	Iteration 61Q: 3 clusters Score -5530440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5530440.000000 Penalty: 5252.871094
	Iteration 62Q: 3 clusters Score -5530440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5530444.500000 Penalty: 5252.871094
	Iteration 63Q: 3 clusters Score -5530444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5530447.000000 Penalty: 5252.871094
	Iteration 64Q: 3 clusters Score -5530447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5530443.500000 Penalty: 5252.871094
	Iteration 65Q: 3 clusters Score -5530444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5530448.500000 Penalty: 5252.871094
	Iteration 66Q: 3 clusters Score -5530448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5530454.500000 Penalty: 5252.871094
	Iteration 67Q: 3 clusters Score -5530454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5530461.000000 Penalty: 5252.871094
	Iteration 68Q: 3 clusters Score -5530461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5530464.500000 Penalty: 5252.871094
	Iteration 69Q: 3 clusters Score -5530464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5530463.500000 Penalty: 5252.871094
	Iteration 70Q: 3 clusters Score -5530464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5530460.000000 Penalty: 5252.871094
	Iteration 71Q: 3 clusters Score -5530460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5530459.500000 Penalty: 5252.871094
	Iteration 72Q: 3 clusters Score -5530460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5530453.000000 Penalty: 5252.871094
	Iteration 73Q: 3 clusters Score -5530453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5530457.000000 Penalty: 5252.871094
	Iteration 74Q: 3 clusters Score -5530457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5530461.000000 Penalty: 5252.871094
	Iteration 75Q: 3 clusters Score -5530461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5530460.000000 Penalty: 5252.871094
	Iteration 76Q: 3 clusters Score -5530460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5530463.000000 Penalty: 5252.871094
	Iteration 77Q: 3 clusters Score -5530463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5530464.500000 Penalty: 5252.871094
	Iteration 78Q: 3 clusters Score -5530464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5530471.500000 Penalty: 5252.871094
	Iteration 79Q: 3 clusters Score -5530472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5530472.500000 Penalty: 5252.871094
	Iteration 80F: 3 clusters Score -5530472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5530471.500000 Penalty: 5252.871094
	Iteration 81Q: 3 clusters Score -5530472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5530480.500000 Penalty: 5252.871094
	Iteration 82Q: 3 clusters Score -5530480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5530477.500000 Penalty: 5252.871094
	Iteration 83Q: 3 clusters Score -5530478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5530476.500000 Penalty: 5252.871094
	Iteration 84Q: 3 clusters Score -5530476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5530479.500000 Penalty: 5252.871094
	Iteration 85Q: 3 clusters Score -5530480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5530483.000000 Penalty: 5252.871094
	Iteration 86Q: 3 clusters Score -5530483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5530486.000000 Penalty: 5252.871094
	Iteration 87Q: 3 clusters Score -5530486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5530488.000000 Penalty: 5252.871094
	Iteration 88Q: 3 clusters Score -5530488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5530490.000000 Penalty: 5252.871094
	Iteration 89Q: 3 clusters Score -5530490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5530488.000000 Penalty: 5252.871094
	Iteration 90Q: 3 clusters Score -5530488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5530498.500000 Penalty: 5252.871094
	Iteration 91Q: 3 clusters Score -5530498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5530493.500000 Penalty: 5252.871094
	Iteration 92Q: 3 clusters Score -5530494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5530508.500000 Penalty: 5252.871094
	Iteration 93Q: 3 clusters Score -5530508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5530510.500000 Penalty: 5252.871094
	Iteration 94Q: 3 clusters Score -5530510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5530515.000000 Penalty: 5252.871094
	Iteration 95Q: 3 clusters Score -5530515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5530517.000000 Penalty: 5252.871094
	Iteration 96Q: 3 clusters Score -5530517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5530518.000000 Penalty: 5252.871094
	Iteration 97Q: 3 clusters Score -5530518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5530515.000000 Penalty: 5252.871094
	Iteration 98Q: 3 clusters Score -5530515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5530524.500000 Penalty: 5252.871094
	Iteration 99Q: 3 clusters Score -5530524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5530527.000000 Penalty: 5252.871094
	Iteration 100F: 3 clusters Score -5530527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5530530.000000 Penalty: 5252.871094
	Iteration 101Q: 3 clusters Score -5530530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5530530.000000 Penalty: 5252.871094
	Iteration 102Q: 3 clusters Score -5530530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5530529.500000 Penalty: 5252.871094
	Iteration 103Q: 3 clusters Score -5530530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5530533.500000 Penalty: 5252.871094
	Iteration 104Q: 3 clusters Score -5530534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5530531.500000 Penalty: 5252.871094
	Iteration 105Q: 3 clusters Score -5530532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5530533.000000 Penalty: 5252.871094
	Iteration 106Q: 3 clusters Score -5530533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5530536.500000 Penalty: 5252.871094
	Iteration 107Q: 3 clusters Score -5530536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5530537.000000 Penalty: 5252.871094
	Iteration 108Q: 3 clusters Score -5530537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5530535.500000 Penalty: 5252.871094
	Iteration 109Q: 3 clusters Score -5530536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5530534.000000 Penalty: 5252.871094
	Iteration 110Q: 3 clusters Score -5530534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5530534.000000 Penalty: 5252.871094
	Iteration 111F: 3 clusters Score -5530534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Entering Unmasked Estep 
Score: -3661582.000000 Penalty: 2523.617920
	Iteration 0F: 2 clusters Score -3661582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -3643504.750000 Penalty: 5047.235840
	Iteration 0F: 3 clusters Score -3643505 nChanged 11736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -3649720.000000 Penalty: 5047.235840
	Iteration 1F: 3 clusters Score -3649720 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -3650189.750000 Penalty: 5047.235840
	Iteration 2F: 3 clusters Score -3650190 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -3650551.750000 Penalty: 5047.235840
	Iteration 3Q: 3 clusters Score -3650552 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -3650953.500000 Penalty: 5047.235840
	Iteration 4Q: 3 clusters Score -3650954 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -3651379.750000 Penalty: 5047.235840
	Iteration 5Q: 3 clusters Score -3651380 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -3651922.750000 Penalty: 5047.235840
	Iteration 6Q: 3 clusters Score -3651923 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3652672.000000 Penalty: 5047.235840
	Iteration 7Q: 3 clusters Score -3652672 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -3653783.250000 Penalty: 5047.235840
	Iteration 8F: 3 clusters Score -3653783 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -3655141.750000 Penalty: 5047.235840
	Iteration 9F: 3 clusters Score -3655142 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -3656459.250000 Penalty: 5047.235840
	Iteration 10F: 3 clusters Score -3656459 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -3657284.500000 Penalty: 5047.235840
	Iteration 11Q: 3 clusters Score -3657284 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -3657687.250000 Penalty: 5047.235840
	Iteration 12Q: 3 clusters Score -3657687 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3657884.250000 Penalty: 5047.235840
	Iteration 13Q: 3 clusters Score -3657884 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -3658009.000000 Penalty: 5047.235840
	Iteration 14Q: 3 clusters Score -3658009 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -3658117.750000 Penalty: 5047.235840
	Iteration 15Q: 3 clusters Score -3658118 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -3658222.000000 Penalty: 5047.235840
	Iteration 16Q: 3 clusters Score -3658222 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -3658304.500000 Penalty: 5047.235840
	Iteration 17Q: 3 clusters Score -3658304 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -3658388.250000 Penalty: 5047.235840
	Iteration 18Q: 3 clusters Score -3658388 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -3658461.250000 Penalty: 5047.235840
	Iteration 19Q: 3 clusters Score -3658461 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -3658523.250000 Penalty: 5047.235840
	Iteration 20F: 3 clusters Score -3658523 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -3658571.250000 Penalty: 5047.235840
	Iteration 21Q: 3 clusters Score -3658571 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -3658595.750000 Penalty: 5047.235840
	Iteration 22Q: 3 clusters Score -3658596 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -3658642.000000 Penalty: 5047.235840
	Iteration 23Q: 3 clusters Score -3658642 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -3658676.500000 Penalty: 5047.235840
	Iteration 24Q: 3 clusters Score -3658676 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -3658712.250000 Penalty: 5047.235840
	Iteration 25Q: 3 clusters Score -3658712 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -3658732.750000 Penalty: 5047.235840
	Iteration 26Q: 3 clusters Score -3658733 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -3658748.000000 Penalty: 5047.235840
	Iteration 27Q: 3 clusters Score -3658748 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -3658776.750000 Penalty: 5047.235840
	Iteration 28Q: 3 clusters Score -3658777 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -3658801.250000 Penalty: 5047.235840
	Iteration 29Q: 3 clusters Score -3658801 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -3658812.750000 Penalty: 5047.235840
	Iteration 30Q: 3 clusters Score -3658813 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -3658848.000000 Penalty: 5047.235840
	Iteration 31Q: 3 clusters Score -3658848 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -3658869.250000 Penalty: 5047.235840
	Iteration 32Q: 3 clusters Score -3658869 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -3658890.750000 Penalty: 5047.235840
	Iteration 33Q: 3 clusters Score -3658891 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -3658911.500000 Penalty: 5047.235840
	Iteration 34Q: 3 clusters Score -3658912 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -3658936.250000 Penalty: 5047.235840
	Iteration 35Q: 3 clusters Score -3658936 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -3658954.750000 Penalty: 5047.235840
	Iteration 36Q: 3 clusters Score -3658955 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -3658970.250000 Penalty: 5047.235840
	Iteration 37Q: 3 clusters Score -3658970 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -3659009.000000 Penalty: 5047.235840
	Iteration 38Q: 3 clusters Score -3659009 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3659025.500000 Penalty: 5047.235840
	Iteration 39Q: 3 clusters Score -3659026 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -3659033.000000 Penalty: 5047.235840
	Iteration 40F: 3 clusters Score -3659033 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -3659055.750000 Penalty: 5047.235840
	Iteration 41Q: 3 clusters Score -3659056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -3659075.500000 Penalty: 5047.235840
	Iteration 42Q: 3 clusters Score -3659076 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -3659083.000000 Penalty: 5047.235840
	Iteration 43Q: 3 clusters Score -3659083 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3659093.250000 Penalty: 5047.235840
	Iteration 44Q: 3 clusters Score -3659093 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -3659123.000000 Penalty: 5047.235840
	Iteration 45Q: 3 clusters Score -3659123 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -3659134.500000 Penalty: 5047.235840
	Iteration 46Q: 3 clusters Score -3659134 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -3659141.000000 Penalty: 5047.235840
	Iteration 47Q: 3 clusters Score -3659141 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -3659149.000000 Penalty: 5047.235840
	Iteration 48Q: 3 clusters Score -3659149 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -3659156.250000 Penalty: 5047.235840
	Iteration 49Q: 3 clusters Score -3659156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -3659153.250000 Penalty: 5047.235840
	Iteration 50Q: 3 clusters Score -3659153 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -3659166.750000 Penalty: 5047.235840
	Iteration 51Q: 3 clusters Score -3659167 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3659179.250000 Penalty: 5047.235840
	Iteration 52Q: 3 clusters Score -3659179 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -3659185.250000 Penalty: 5047.235840
	Iteration 53Q: 3 clusters Score -3659185 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -3659193.750000 Penalty: 5047.235840
	Iteration 54Q: 3 clusters Score -3659194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3659198.500000 Penalty: 5047.235840
	Iteration 55Q: 3 clusters Score -3659198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -3659208.250000 Penalty: 5047.235840
	Iteration 56Q: 3 clusters Score -3659208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -3659213.000000 Penalty: 5047.235840
	Iteration 57Q: 3 clusters Score -3659213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -3659224.500000 Penalty: 5047.235840
	Iteration 58Q: 3 clusters Score -3659224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -3659237.750000 Penalty: 5047.235840
	Iteration 59Q: 3 clusters Score -3659238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -3659246.750000 Penalty: 5047.235840
	Iteration 60F: 3 clusters Score -3659247 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -3659256.750000 Penalty: 5047.235840
	Iteration 61Q: 3 clusters Score -3659257 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -3659266.750000 Penalty: 5047.235840
	Iteration 62Q: 3 clusters Score -3659267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -3659274.500000 Penalty: 5047.235840
	Iteration 63Q: 3 clusters Score -3659274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -3659273.000000 Penalty: 5047.235840
	Iteration 64Q: 3 clusters Score -3659273 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -3659285.500000 Penalty: 5047.235840
	Iteration 65Q: 3 clusters Score -3659286 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -3659293.750000 Penalty: 5047.235840
	Iteration 66Q: 3 clusters Score -3659294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -3659299.250000 Penalty: 5047.235840
	Iteration 67Q: 3 clusters Score -3659299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -3659304.000000 Penalty: 5047.235840
	Iteration 68Q: 3 clusters Score -3659304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -3659306.500000 Penalty: 5047.235840
	Iteration 69Q: 3 clusters Score -3659306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -3659306.750000 Penalty: 5047.235840
	Iteration 70Q: 3 clusters Score -3659307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -3659315.750000 Penalty: 5047.235840
	Iteration 71Q: 3 clusters Score -3659316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -3659329.250000 Penalty: 5047.235840
	Iteration 72Q: 3 clusters Score -3659329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3659326.000000 Penalty: 5047.235840
	Iteration 73Q: 3 clusters Score -3659326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -3659326.250000 Penalty: 5047.235840
	Iteration 74Q: 3 clusters Score -3659326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -3659326.000000 Penalty: 5047.235840
	Iteration 75Q: 3 clusters Score -3659326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3659331.500000 Penalty: 5047.235840
	Iteration 76Q: 3 clusters Score -3659332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -3659329.250000 Penalty: 5047.235840
	Iteration 77Q: 3 clusters Score -3659329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -3659332.250000 Penalty: 5047.235840
	Iteration 78Q: 3 clusters Score -3659332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -3659337.250000 Penalty: 5047.235840
	Iteration 79Q: 3 clusters Score -3659337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -3659340.250000 Penalty: 5047.235840
	Iteration 80F: 3 clusters Score -3659340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -3659349.500000 Penalty: 5047.235840
	Iteration 81Q: 3 clusters Score -3659350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -3659346.500000 Penalty: 5047.235840
	Iteration 82Q: 3 clusters Score -3659346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -3659341.000000 Penalty: 5047.235840
	Iteration 83Q: 3 clusters Score -3659341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -3659343.500000 Penalty: 5047.235840
	Iteration 84Q: 3 clusters Score -3659344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -3659346.000000 Penalty: 5047.235840
	Iteration 85Q: 3 clusters Score -3659346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -3659346.000000 Penalty: 5047.235840
	Iteration 86Q: 3 clusters Score -3659346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -3659340.750000 Penalty: 5047.235840
	Iteration 87Q: 3 clusters Score -3659341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -3659343.250000 Penalty: 5047.235840
	Iteration 88Q: 3 clusters Score -3659343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -3659349.250000 Penalty: 5047.235840
	Iteration 89Q: 3 clusters Score -3659349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -3659360.250000 Penalty: 5047.235840
	Iteration 90Q: 3 clusters Score -3659360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -3659363.500000 Penalty: 5047.235840
	Iteration 91Q: 3 clusters Score -3659364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -3659371.250000 Penalty: 5047.235840
	Iteration 92Q: 3 clusters Score -3659371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -3659378.750000 Penalty: 5047.235840
	Iteration 93Q: 3 clusters Score -3659379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -3659381.750000 Penalty: 5047.235840
	Iteration 94Q: 3 clusters Score -3659382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -3659385.000000 Penalty: 5047.235840
	Iteration 95Q: 3 clusters Score -3659385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3659385.750000 Penalty: 5047.235840
	Iteration 96Q: 3 clusters Score -3659386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3659386.500000 Penalty: 5047.235840
	Iteration 97Q: 3 clusters Score -3659386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -3659380.250000 Penalty: 5047.235840
	Iteration 98Q: 3 clusters Score -3659380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -3659380.750000 Penalty: 5047.235840
	Iteration 99Q: 3 clusters Score -3659381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -3659381.500000 Penalty: 5047.235840
	Iteration 100F: 3 clusters Score -3659382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -3659379.750000 Penalty: 5047.235840
	Iteration 101Q: 3 clusters Score -3659380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -3659379.750000 Penalty: 5047.235840
	Iteration 102Q: 3 clusters Score -3659380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -3659382.500000 Penalty: 5047.235840
	Iteration 103Q: 3 clusters Score -3659382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -3659384.500000 Penalty: 5047.235840
	Iteration 104Q: 3 clusters Score -3659384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -3659384.500000 Penalty: 5047.235840
	Iteration 105Q: 3 clusters Score -3659384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -3659388.250000 Penalty: 5047.235840
	Iteration 106Q: 3 clusters Score -3659388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -3659389.750000 Penalty: 5047.235840
	Iteration 107Q: 3 clusters Score -3659390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -3659388.500000 Penalty: 5047.235840
	Iteration 108Q: 3 clusters Score -3659388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -3659391.500000 Penalty: 5047.235840
	Iteration 109Q: 3 clusters Score -3659392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -3659388.000000 Penalty: 5047.235840
	Iteration 110Q: 3 clusters Score -3659388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -3659393.250000 Penalty: 5047.235840
	Iteration 111Q: 3 clusters Score -3659393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -3659397.500000 Penalty: 5047.235840
	Iteration 112Q: 3 clusters Score -3659398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -3659402.000000 Penalty: 5047.235840
	Iteration 113Q: 3 clusters Score -3659402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -3659406.250000 Penalty: 5047.235840
	Iteration 114Q: 3 clusters Score -3659406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -3659408.500000 Penalty: 5047.235840
	Iteration 115Q: 3 clusters Score -3659408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3659410.500000 Penalty: 5047.235840
	Iteration 116Q: 3 clusters Score -3659410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -3659408.000000 Penalty: 5047.235840
	Iteration 117Q: 3 clusters Score -3659408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -3659413.250000 Penalty: 5047.235840
	Iteration 118Q: 3 clusters Score -3659413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -3659417.750000 Penalty: 5047.235840
	Iteration 119Q: 3 clusters Score -3659418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -3659423.500000 Penalty: 5047.235840
	Iteration 120F: 3 clusters Score -3659424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -3659431.500000 Penalty: 5047.235840
	Iteration 121Q: 3 clusters Score -3659432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -3659435.000000 Penalty: 5047.235840
	Iteration 122Q: 3 clusters Score -3659435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3659432.250000 Penalty: 5047.235840
	Iteration 123Q: 3 clusters Score -3659432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3659433.250000 Penalty: 5047.235840
	Iteration 124Q: 3 clusters Score -3659433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3659435.500000 Penalty: 5047.235840
	Iteration 125Q: 3 clusters Score -3659436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3659440.500000 Penalty: 5047.235840
	Iteration 126Q: 3 clusters Score -3659440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -3659438.500000 Penalty: 5047.235840
	Iteration 127Q: 3 clusters Score -3659438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -3659443.750000 Penalty: 5047.235840
	Iteration 128Q: 3 clusters Score -3659444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -3659447.750000 Penalty: 5047.235840
	Iteration 129Q: 3 clusters Score -3659448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -3659444.750000 Penalty: 5047.235840
	Iteration 130Q: 3 clusters Score -3659445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3659445.500000 Penalty: 5047.235840
	Iteration 131Q: 3 clusters Score -3659446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3659446.750000 Penalty: 5047.235840
	Iteration 132Q: 3 clusters Score -3659447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -3659443.500000 Penalty: 5047.235840
	Iteration 133Q: 3 clusters Score -3659444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3659447.750000 Penalty: 5047.235840
	Iteration 134Q: 3 clusters Score -3659448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3659448.000000 Penalty: 5047.235840
	Iteration 135Q: 3 clusters Score -3659448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -3659452.250000 Penalty: 5047.235840
	Iteration 136Q: 3 clusters Score -3659452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -3659454.250000 Penalty: 5047.235840
	Iteration 137Q: 3 clusters Score -3659454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3659455.000000 Penalty: 5047.235840
	Iteration 138Q: 3 clusters Score -3659455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -3659454.250000 Penalty: 5047.235840
	Iteration 139Q: 3 clusters Score -3659454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -3659459.500000 Penalty: 5047.235840
	Iteration 140F: 3 clusters Score -3659460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -3659458.500000 Penalty: 5047.235840
	Iteration 141Q: 3 clusters Score -3659458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3659455.250000 Penalty: 5047.235840
	Iteration 142Q: 3 clusters Score -3659455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -3659456.250000 Penalty: 5047.235840
	Iteration 143Q: 3 clusters Score -3659456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -3659456.500000 Penalty: 5047.235840
	Iteration 144Q: 3 clusters Score -3659456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -3659460.000000 Penalty: 5047.235840
	Iteration 145Q: 3 clusters Score -3659460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -3659461.000000 Penalty: 5047.235840
	Iteration 146Q: 3 clusters Score -3659461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -3659459.750000 Penalty: 5047.235840
	Iteration 147Q: 3 clusters Score -3659460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -3659457.000000 Penalty: 5047.235840
	Iteration 148Q: 3 clusters Score -3659457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3659456.000000 Penalty: 5047.235840
	Iteration 149Q: 3 clusters Score -3659456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -3659455.500000 Penalty: 5047.235840
	Iteration 150Q: 3 clusters Score -3659456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -3659455.500000 Penalty: 5047.235840
	Iteration 151F: 3 clusters Score -3659456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Entering Unmasked Estep 
Score: -7515299.500000 Penalty: 2702.451172
	Iteration 0F: 2 clusters Score -7515300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -7479031.000000 Penalty: 5404.902344
	Iteration 0F: 3 clusters Score -7479031 nChanged 25031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -7492734.000000 Penalty: 5404.902344
	Iteration 1F: 3 clusters Score -7492734 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -7493274.000000 Penalty: 5404.902344
	Iteration 2Q: 3 clusters Score -7493274 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -7493823.000000 Penalty: 5404.902344
	Iteration 3Q: 3 clusters Score -7493823 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -7494494.500000 Penalty: 5404.902344
	Iteration 4Q: 3 clusters Score -7494494 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -7495209.000000 Penalty: 5404.902344
	Iteration 5Q: 3 clusters Score -7495209 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -7496083.500000 Penalty: 5404.902344
	Iteration 6Q: 3 clusters Score -7496084 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -7497159.000000 Penalty: 5404.902344
	Iteration 7Q: 3 clusters Score -7497159 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -7498542.000000 Penalty: 5404.902344
	Iteration 8F: 3 clusters Score -7498542 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -7500241.500000 Penalty: 5404.902344
	Iteration 9F: 3 clusters Score -7500242 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -7502192.500000 Penalty: 5404.902344
	Iteration 10F: 3 clusters Score -7502192 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -7504170.000000 Penalty: 5404.902344
	Iteration 11F: 3 clusters Score -7504170 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -7505821.500000 Penalty: 5404.902344
	Iteration 12Q: 3 clusters Score -7505822 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -7506830.500000 Penalty: 5404.902344
	Iteration 13Q: 3 clusters Score -7506830 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -7507373.500000 Penalty: 5404.902344
	Iteration 14Q: 3 clusters Score -7507374 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -7507835.000000 Penalty: 5404.902344
	Iteration 15Q: 3 clusters Score -7507835 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -7508235.000000 Penalty: 5404.902344
	Iteration 16Q: 3 clusters Score -7508235 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -7508548.000000 Penalty: 5404.902344
	Iteration 17Q: 3 clusters Score -7508548 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -7508843.000000 Penalty: 5404.902344
	Iteration 18Q: 3 clusters Score -7508843 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -7509083.000000 Penalty: 5404.902344
	Iteration 19Q: 3 clusters Score -7509083 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -7509345.000000 Penalty: 5404.902344
	Iteration 20F: 3 clusters Score -7509345 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -7509575.000000 Penalty: 5404.902344
	Iteration 21Q: 3 clusters Score -7509575 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -7509833.500000 Penalty: 5404.902344
	Iteration 22Q: 3 clusters Score -7509834 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -7510038.000000 Penalty: 5404.902344
	Iteration 23Q: 3 clusters Score -7510038 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -7510255.000000 Penalty: 5404.902344
	Iteration 24Q: 3 clusters Score -7510255 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -7510481.500000 Penalty: 5404.902344
	Iteration 25Q: 3 clusters Score -7510482 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -7510679.000000 Penalty: 5404.902344
	Iteration 26Q: 3 clusters Score -7510679 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -7510868.500000 Penalty: 5404.902344
	Iteration 27Q: 3 clusters Score -7510868 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -7511062.000000 Penalty: 5404.902344
	Iteration 28Q: 3 clusters Score -7511062 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -7511269.500000 Penalty: 5404.902344
	Iteration 29Q: 3 clusters Score -7511270 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -7511458.500000 Penalty: 5404.902344
	Iteration 30Q: 3 clusters Score -7511458 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -7511676.000000 Penalty: 5404.902344
	Iteration 31Q: 3 clusters Score -7511676 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -7511911.500000 Penalty: 5404.902344
	Iteration 32Q: 3 clusters Score -7511912 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 48838 members 
Entering Unmasked Estep 
Score: -7512153.500000 Penalty: 5404.902344
	Iteration 33Q: 3 clusters Score -7512154 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -7512379.000000 Penalty: 5404.902344
	Iteration 34Q: 3 clusters Score -7512379 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 49798 members 
Entering Unmasked Estep 
Score: -7512578.500000 Penalty: 5404.902344
	Iteration 35Q: 3 clusters Score -7512578 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 50237 members 
Entering Unmasked Estep 
Score: -7512762.500000 Penalty: 5404.902344
	Iteration 36Q: 3 clusters Score -7512762 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -7512955.000000 Penalty: 5404.902344
	Iteration 37Q: 3 clusters Score -7512955 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -7513134.500000 Penalty: 5404.902344
	Iteration 38Q: 3 clusters Score -7513134 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 51304 members 
Entering Unmasked Estep 
Score: -7513269.000000 Penalty: 5404.902344
	Iteration 39Q: 3 clusters Score -7513269 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -7513355.500000 Penalty: 5404.902344
	Iteration 40F: 3 clusters Score -7513356 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -7513428.000000 Penalty: 5404.902344
	Iteration 41Q: 3 clusters Score -7513428 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 51964 members 
Entering Unmasked Estep 
Score: -7513479.000000 Penalty: 5404.902344
	Iteration 42Q: 3 clusters Score -7513479 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 52117 members 
Entering Unmasked Estep 
Score: -7513541.500000 Penalty: 5404.902344
	Iteration 43Q: 3 clusters Score -7513542 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -7513603.500000 Penalty: 5404.902344
	Iteration 44Q: 3 clusters Score -7513604 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 52316 members 
Entering Unmasked Estep 
Score: -7513626.000000 Penalty: 5404.902344
	Iteration 45Q: 3 clusters Score -7513626 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -7513655.000000 Penalty: 5404.902344
	Iteration 46Q: 3 clusters Score -7513655 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 52458 members 
Entering Unmasked Estep 
Score: -7513705.000000 Penalty: 5404.902344
	Iteration 47Q: 3 clusters Score -7513705 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -7513740.000000 Penalty: 5404.902344
	Iteration 48Q: 3 clusters Score -7513740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -7513755.500000 Penalty: 5404.902344
	Iteration 49Q: 3 clusters Score -7513756 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 52628 members 
Entering Unmasked Estep 
Score: -7513775.000000 Penalty: 5404.902344
	Iteration 50Q: 3 clusters Score -7513775 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 52676 members 
Entering Unmasked Estep 
Score: -7513786.500000 Penalty: 5404.902344
	Iteration 51Q: 3 clusters Score -7513786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -7513799.500000 Penalty: 5404.902344
	Iteration 52Q: 3 clusters Score -7513800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -7513803.500000 Penalty: 5404.902344
	Iteration 53Q: 3 clusters Score -7513804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -7513807.000000 Penalty: 5404.902344
	Iteration 54Q: 3 clusters Score -7513807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -7513834.000000 Penalty: 5404.902344
	Iteration 55Q: 3 clusters Score -7513834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 52816 members 
Entering Unmasked Estep 
Score: -7513849.500000 Penalty: 5404.902344
	Iteration 56Q: 3 clusters Score -7513850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 52836 members 
Entering Unmasked Estep 
Score: -7513857.500000 Penalty: 5404.902344
	Iteration 57Q: 3 clusters Score -7513858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 52859 members 
Entering Unmasked Estep 
Score: -7513854.000000 Penalty: 5404.902344
	Iteration 58Q: 3 clusters Score -7513854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -7513870.000000 Penalty: 5404.902344
	Iteration 59Q: 3 clusters Score -7513870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52900 members 
Entering Unmasked Estep 
Score: -7513883.000000 Penalty: 5404.902344
	Iteration 60F: 3 clusters Score -7513883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -7513877.500000 Penalty: 5404.902344
	Iteration 61Q: 3 clusters Score -7513878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 52919 members 
Entering Unmasked Estep 
Score: -7513882.500000 Penalty: 5404.902344
	Iteration 62Q: 3 clusters Score -7513882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -7513878.500000 Penalty: 5404.902344
	Iteration 63Q: 3 clusters Score -7513878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -7513876.500000 Penalty: 5404.902344
	Iteration 64Q: 3 clusters Score -7513876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -7513886.000000 Penalty: 5404.902344
	Iteration 65Q: 3 clusters Score -7513886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 52940 members 
Entering Unmasked Estep 
Score: -7513884.000000 Penalty: 5404.902344
	Iteration 66Q: 3 clusters Score -7513884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -7513884.500000 Penalty: 5404.902344
	Iteration 67Q: 3 clusters Score -7513884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 52942 members 
Entering Unmasked Estep 
Score: -7513889.500000 Penalty: 5404.902344
	Iteration 68Q: 3 clusters Score -7513890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -7513889.500000 Penalty: 5404.902344
	Iteration 69Q: 3 clusters Score -7513890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -7513889.500000 Penalty: 5404.902344
	Iteration 70F: 3 clusters Score -7513890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (178396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178396 members 
Entering Unmasked Estep 
Score: -24465944.000000 Penalty: 2998.756592
	Iteration 0F: 2 clusters Score -2.446594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89049 members 
Mstep: Class 2 contains 89347 members 
Entering Unmasked Estep 
Score: -24351098.000000 Penalty: 5997.513184
	Iteration 0F: 3 clusters Score -2.43511e+07 nChanged 85627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87986 members 
Mstep: Class 2 contains 90410 members 
Entering Unmasked Estep 
Score: -24400786.000000 Penalty: 5997.513184
	Iteration 1F: 3 clusters Score -2.440079e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87207 members 
Mstep: Class 2 contains 91189 members 
Entering Unmasked Estep 
Score: -24401512.000000 Penalty: 5997.513184
	Iteration 2Q: 3 clusters Score -2.440151e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85932 members 
Mstep: Class 2 contains 92464 members 
Entering Unmasked Estep 
Score: -24402210.000000 Penalty: 5997.513184
	Iteration 3Q: 3 clusters Score -2.440221e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84013 members 
Mstep: Class 2 contains 94383 members 
Entering Unmasked Estep 
Score: -24403122.000000 Penalty: 5997.513184
	Iteration 4Q: 3 clusters Score -2.440312e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81199 members 
Mstep: Class 2 contains 97197 members 
Entering Unmasked Estep 
Score: -24404170.000000 Penalty: 5997.513184
	Iteration 5Q: 3 clusters Score -2.440417e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77031 members 
Mstep: Class 2 contains 101365 members 
Entering Unmasked Estep 
Score: -24406352.000000 Penalty: 5997.513184
	Iteration 6Q: 3 clusters Score -2.440635e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70798 members 
Mstep: Class 2 contains 107598 members 
Entering Unmasked Estep 
Score: -24409804.000000 Penalty: 5997.513184
	Iteration 7Q: 3 clusters Score -2.44098e+07 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61981 members 
Mstep: Class 2 contains 116415 members 
Entering Unmasked Estep 
Score: -24415864.000000 Penalty: 5997.513184
	Iteration 8F: 3 clusters Score -2.441586e+07 nChanged 11769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50348 members 
Mstep: Class 2 contains 128048 members 
Entering Unmasked Estep 
Score: -24424982.000000 Penalty: 5997.513184
	Iteration 9F: 3 clusters Score -2.442498e+07 nChanged 13282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 141266 members 
Entering Unmasked Estep 
Score: -24436482.000000 Penalty: 5997.513184
	Iteration 10F: 3 clusters Score -2.443648e+07 nChanged 12364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 153600 members 
Entering Unmasked Estep 
Score: -24447492.000000 Penalty: 5997.513184
	Iteration 11F: 3 clusters Score -2.444749e+07 nChanged 9194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 162768 members 
Entering Unmasked Estep 
Score: -24454586.000000 Penalty: 5997.513184
	Iteration 12F: 3 clusters Score -2.445459e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 168607 members 
Entering Unmasked Estep 
Score: -24458476.000000 Penalty: 5997.513184
	Iteration 13Q: 3 clusters Score -2.445848e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 172148 members 
Entering Unmasked Estep 
Score: -24460536.000000 Penalty: 5997.513184
	Iteration 14Q: 3 clusters Score -2.446054e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 174237 members 
Entering Unmasked Estep 
Score: -24461738.000000 Penalty: 5997.513184
	Iteration 15Q: 3 clusters Score -2.446174e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 175388 members 
Entering Unmasked Estep 
Score: -24462310.000000 Penalty: 5997.513184
	Iteration 16Q: 3 clusters Score -2.446231e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 176071 members 
Entering Unmasked Estep 
Score: -24462672.000000 Penalty: 5997.513184
	Iteration 17Q: 3 clusters Score -2.446267e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 176489 members 
Entering Unmasked Estep 
Score: -24462944.000000 Penalty: 5997.513184
	Iteration 18Q: 3 clusters Score -2.446294e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 176772 members 
Entering Unmasked Estep 
Score: -24463116.000000 Penalty: 5997.513184
	Iteration 19Q: 3 clusters Score -2.446312e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 176948 members 
Entering Unmasked Estep 
Score: -24463196.000000 Penalty: 5997.513184
	Iteration 20F: 3 clusters Score -2.44632e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 177055 members 
Entering Unmasked Estep 
Score: -24463284.000000 Penalty: 5997.513184
	Iteration 21Q: 3 clusters Score -2.446328e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 177147 members 
Entering Unmasked Estep 
Score: -24463354.000000 Penalty: 5997.513184
	Iteration 22Q: 3 clusters Score -2.446335e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 177226 members 
Entering Unmasked Estep 
Score: -24463402.000000 Penalty: 5997.513184
	Iteration 23Q: 3 clusters Score -2.44634e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 177286 members 
Entering Unmasked Estep 
Score: -24463438.000000 Penalty: 5997.513184
	Iteration 24Q: 3 clusters Score -2.446344e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 177326 members 
Entering Unmasked Estep 
Score: -24463454.000000 Penalty: 5997.513184
	Iteration 25Q: 3 clusters Score -2.446345e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 177354 members 
Entering Unmasked Estep 
Score: -24463476.000000 Penalty: 5997.513184
	Iteration 26Q: 3 clusters Score -2.446348e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 177367 members 
Entering Unmasked Estep 
Score: -24463478.000000 Penalty: 5997.513184
	Iteration 27Q: 3 clusters Score -2.446348e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 177383 members 
Entering Unmasked Estep 
Score: -24463486.000000 Penalty: 5997.513184
	Iteration 28Q: 3 clusters Score -2.446349e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 177393 members 
Entering Unmasked Estep 
Score: -24463506.000000 Penalty: 5997.513184
	Iteration 29Q: 3 clusters Score -2.446351e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 177404 members 
Entering Unmasked Estep 
Score: -24463508.000000 Penalty: 5997.513184
	Iteration 30Q: 3 clusters Score -2.446351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 177412 members 
Entering Unmasked Estep 
Score: -24463506.000000 Penalty: 5997.513184
	Iteration 31Q: 3 clusters Score -2.446351e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 177425 members 
Entering Unmasked Estep 
Score: -24463504.000000 Penalty: 5997.513184
	Iteration 32Q: 3 clusters Score -2.44635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 177430 members 
Entering Unmasked Estep 
Score: -24463508.000000 Penalty: 5997.513184
	Iteration 33Q: 3 clusters Score -2.446351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 177435 members 
Entering Unmasked Estep 
Score: -24463522.000000 Penalty: 5997.513184
	Iteration 34Q: 3 clusters Score -2.446352e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 177445 members 
Entering Unmasked Estep 
Score: -24463548.000000 Penalty: 5997.513184
	Iteration 35Q: 3 clusters Score -2.446355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 177458 members 
Entering Unmasked Estep 
Score: -24463560.000000 Penalty: 5997.513184
	Iteration 36Q: 3 clusters Score -2.446356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 177459 members 
Entering Unmasked Estep 
Score: -24463578.000000 Penalty: 5997.513184
	Iteration 37Q: 3 clusters Score -2.446358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 177463 members 
Entering Unmasked Estep 
Score: -24463574.000000 Penalty: 5997.513184
	Iteration 38Q: 3 clusters Score -2.446357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 177462 members 
Entering Unmasked Estep 
Score: -24463574.000000 Penalty: 5997.513184
	Iteration 39Q: 3 clusters Score -2.446357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 177464 members 
Entering Unmasked Estep 
Score: -24463574.000000 Penalty: 5997.513184
	Iteration 40F: 3 clusters Score -2.446357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 177464 members 
Entering Unmasked Estep 
Score: -24463566.000000 Penalty: 5997.513184
	Iteration 41Q: 3 clusters Score -2.446357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 177466 members 
Entering Unmasked Estep 
Score: -24463576.000000 Penalty: 5997.513184
	Iteration 42Q: 3 clusters Score -2.446358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 177467 members 
Entering Unmasked Estep 
Score: -24463572.000000 Penalty: 5997.513184
	Iteration 43Q: 3 clusters Score -2.446357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 177468 members 
Entering Unmasked Estep 
Score: -24463576.000000 Penalty: 5997.513184
	Iteration 44Q: 3 clusters Score -2.446358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 177469 members 
Entering Unmasked Estep 
Score: -24463586.000000 Penalty: 5997.513184
	Iteration 45Q: 3 clusters Score -2.446359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 177469 members 
Entering Unmasked Estep 
Score: -24463582.000000 Penalty: 5997.513184
	Iteration 46Q: 3 clusters Score -2.446358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 177470 members 
Entering Unmasked Estep 
Score: -24463578.000000 Penalty: 5997.513184
	Iteration 47Q: 3 clusters Score -2.446358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 177472 members 
Entering Unmasked Estep 
Score: -24463588.000000 Penalty: 5997.513184
	Iteration 48Q: 3 clusters Score -2.446359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 177473 members 
Entering Unmasked Estep 
Score: -24463592.000000 Penalty: 5997.513184
	Iteration 49Q: 3 clusters Score -2.446359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 177474 members 
Entering Unmasked Estep 
Score: -24463582.000000 Penalty: 5997.513184
	Iteration 50Q: 3 clusters Score -2.446358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 177474 members 
Entering Unmasked Estep 
Score: -24463582.000000 Penalty: 5997.513184
	Iteration 51F: 3 clusters Score -2.446358e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -122379.101562 Penalty: 1702.740967
	Iteration 0F: 2 clusters Score -122379.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -120442.125000 Penalty: 3405.481934
	Iteration 0F: 3 clusters Score -120442.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -120696.554688 Penalty: 3405.481934
	Iteration 1F: 3 clusters Score -120696.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -120803.617188 Penalty: 3405.481934
	Iteration 2F: 3 clusters Score -120803.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -120861.828125 Penalty: 3405.481934
	Iteration 3Q: 3 clusters Score -120861.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -120907.312500 Penalty: 3405.481934
	Iteration 4Q: 3 clusters Score -120907.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -120953.851562 Penalty: 3405.481934
	Iteration 5Q: 3 clusters Score -120953.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -120996.742188 Penalty: 3405.481934
	Iteration 6Q: 3 clusters Score -120996.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -121028.703125 Penalty: 3405.481934
	Iteration 7Q: 3 clusters Score -121028.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -121049.804688 Penalty: 3405.481934
	Iteration 8Q: 3 clusters Score -121049.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -121059.468750 Penalty: 3405.481934
	Iteration 9Q: 3 clusters Score -121059.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -121067.445312 Penalty: 3405.481934
	Iteration 10Q: 3 clusters Score -121067.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -121076.562500 Penalty: 3405.481934
	Iteration 11Q: 3 clusters Score -121076.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -121087.007812 Penalty: 3405.481934
	Iteration 12Q: 3 clusters Score -121087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -121092.460938 Penalty: 3405.481934
	Iteration 13Q: 3 clusters Score -121092.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -121097.968750 Penalty: 3405.481934
	Iteration 14Q: 3 clusters Score -121098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -121103.421875 Penalty: 3405.481934
	Iteration 15Q: 3 clusters Score -121103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -121107.500000 Penalty: 3405.481934
	Iteration 16Q: 3 clusters Score -121107.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -121109.632812 Penalty: 3405.481934
	Iteration 17Q: 3 clusters Score -121109.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -121112.164062 Penalty: 3405.481934
	Iteration 18Q: 3 clusters Score -121112.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -121115.289062 Penalty: 3405.481934
	Iteration 19Q: 3 clusters Score -121115.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -121120.914062 Penalty: 3405.481934
	Iteration 20F: 3 clusters Score -121120.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -121125.726562 Penalty: 3405.481934
	Iteration 21Q: 3 clusters Score -121125.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -121128.976562 Penalty: 3405.481934
	Iteration 22Q: 3 clusters Score -121129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -121128.976562 Penalty: 3405.481934
	Iteration 23F: 3 clusters Score -121129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (67753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67753 members 
Entering Unmasked Estep 
Score: -9362763.000000 Penalty: 2758.658691
	Iteration 0F: 2 clusters Score -9362763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -9317196.000000 Penalty: 5517.317383
	Iteration 0F: 3 clusters Score -9317196 nChanged 31755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -9334897.000000 Penalty: 5517.317383
	Iteration 1F: 3 clusters Score -9334897 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -9335362.000000 Penalty: 5517.317383
	Iteration 2Q: 3 clusters Score -9335362 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -9335729.000000 Penalty: 5517.317383
	Iteration 3Q: 3 clusters Score -9335729 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -9336043.000000 Penalty: 5517.317383
	Iteration 4Q: 3 clusters Score -9336043 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -9336447.000000 Penalty: 5517.317383
	Iteration 5Q: 3 clusters Score -9336447 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -9336728.000000 Penalty: 5517.317383
	Iteration 6Q: 3 clusters Score -9336728 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -9337096.000000 Penalty: 5517.317383
	Iteration 7Q: 3 clusters Score -9337096 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -9337670.000000 Penalty: 5517.317383
	Iteration 8Q: 3 clusters Score -9337670 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -9338216.000000 Penalty: 5517.317383
	Iteration 9Q: 3 clusters Score -9338216 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -9339123.000000 Penalty: 5517.317383
	Iteration 10Q: 3 clusters Score -9339123 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -9340423.000000 Penalty: 5517.317383
	Iteration 11Q: 3 clusters Score -9340423 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -9342267.000000 Penalty: 5517.317383
	Iteration 12Q: 3 clusters Score -9342267 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -9344609.000000 Penalty: 5517.317383
	Iteration 13Q: 3 clusters Score -9344609 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -9347018.000000 Penalty: 5517.317383
	Iteration 14F: 3 clusters Score -9347018 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -9349086.000000 Penalty: 5517.317383
	Iteration 15Q: 3 clusters Score -9349086 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -9350682.000000 Penalty: 5517.317383
	Iteration 16Q: 3 clusters Score -9350682 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -9352004.000000 Penalty: 5517.317383
	Iteration 17Q: 3 clusters Score -9352004 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -9353001.000000 Penalty: 5517.317383
	Iteration 18Q: 3 clusters Score -9353001 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -9353854.000000 Penalty: 5517.317383
	Iteration 19Q: 3 clusters Score -9353854 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56802 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -9354616.000000 Penalty: 5517.317383
	Iteration 20F: 3 clusters Score -9354616 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58181 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -9355316.000000 Penalty: 5517.317383
	Iteration 21Q: 3 clusters Score -9355316 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -9356035.000000 Penalty: 5517.317383
	Iteration 22Q: 3 clusters Score -9356035 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60749 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -9356683.000000 Penalty: 5517.317383
	Iteration 23Q: 3 clusters Score -9356683 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61860 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -9357343.000000 Penalty: 5517.317383
	Iteration 24Q: 3 clusters Score -9357343 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62910 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -9357941.000000 Penalty: 5517.317383
	Iteration 25Q: 3 clusters Score -9357941 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63817 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -9358479.000000 Penalty: 5517.317383
	Iteration 26Q: 3 clusters Score -9358479 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -9358938.000000 Penalty: 5517.317383
	Iteration 27Q: 3 clusters Score -9358938 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -9359285.000000 Penalty: 5517.317383
	Iteration 28Q: 3 clusters Score -9359285 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65587 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -9359544.000000 Penalty: 5517.317383
	Iteration 29Q: 3 clusters Score -9359544 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65936 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -9359734.000000 Penalty: 5517.317383
	Iteration 30Q: 3 clusters Score -9359734 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66202 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -9359880.000000 Penalty: 5517.317383
	Iteration 31Q: 3 clusters Score -9359880 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -9359998.000000 Penalty: 5517.317383
	Iteration 32Q: 3 clusters Score -9359998 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66511 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9360080.000000 Penalty: 5517.317383
	Iteration 33Q: 3 clusters Score -9360080 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66593 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -9360107.000000 Penalty: 5517.317383
	Iteration 34Q: 3 clusters Score -9360107 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66660 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -9360146.000000 Penalty: 5517.317383
	Iteration 35Q: 3 clusters Score -9360146 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66714 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -9360177.000000 Penalty: 5517.317383
	Iteration 36Q: 3 clusters Score -9360177 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66763 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -9360216.000000 Penalty: 5517.317383
	Iteration 37Q: 3 clusters Score -9360216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66800 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -9360229.000000 Penalty: 5517.317383
	Iteration 38Q: 3 clusters Score -9360229 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66827 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -9360252.000000 Penalty: 5517.317383
	Iteration 39Q: 3 clusters Score -9360252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66852 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -9360265.000000 Penalty: 5517.317383
	Iteration 40F: 3 clusters Score -9360265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66881 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9360288.000000 Penalty: 5517.317383
	Iteration 41Q: 3 clusters Score -9360288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66907 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9360302.000000 Penalty: 5517.317383
	Iteration 42Q: 3 clusters Score -9360302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -9360314.000000 Penalty: 5517.317383
	Iteration 43Q: 3 clusters Score -9360314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66956 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9360331.000000 Penalty: 5517.317383
	Iteration 44Q: 3 clusters Score -9360331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9360355.000000 Penalty: 5517.317383
	Iteration 45Q: 3 clusters Score -9360355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9360372.000000 Penalty: 5517.317383
	Iteration 46Q: 3 clusters Score -9360372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67005 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9360382.000000 Penalty: 5517.317383
	Iteration 47Q: 3 clusters Score -9360382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9360380.000000 Penalty: 5517.317383
	Iteration 48Q: 3 clusters Score -9360380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67024 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9360385.000000 Penalty: 5517.317383
	Iteration 49Q: 3 clusters Score -9360385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67028 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9360385.000000 Penalty: 5517.317383
	Iteration 50Q: 3 clusters Score -9360385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67035 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9360385.000000 Penalty: 5517.317383
	Iteration 51Q: 3 clusters Score -9360385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67039 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9360396.000000 Penalty: 5517.317383
	Iteration 52Q: 3 clusters Score -9360396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9360396.000000 Penalty: 5517.317383
	Iteration 53Q: 3 clusters Score -9360396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9360407.000000 Penalty: 5517.317383
	Iteration 54Q: 3 clusters Score -9360407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67054 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9360409.000000 Penalty: 5517.317383
	Iteration 55Q: 3 clusters Score -9360409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67055 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9360406.000000 Penalty: 5517.317383
	Iteration 56Q: 3 clusters Score -9360406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67057 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9360406.000000 Penalty: 5517.317383
	Iteration 57Q: 3 clusters Score -9360406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9360409.000000 Penalty: 5517.317383
	Iteration 58Q: 3 clusters Score -9360409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9360412.000000 Penalty: 5517.317383
	Iteration 59Q: 3 clusters Score -9360412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67059 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -9360412.000000 Penalty: 5517.317383
	Iteration 60F: 3 clusters Score -9360412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67062 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9360413.000000 Penalty: 5517.317383
	Iteration 61Q: 3 clusters Score -9360413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67061 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9360412.000000 Penalty: 5517.317383
	Iteration 62Q: 3 clusters Score -9360412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67062 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9360411.000000 Penalty: 5517.317383
	Iteration 63Q: 3 clusters Score -9360411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67065 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9360408.000000 Penalty: 5517.317383
	Iteration 64Q: 3 clusters Score -9360408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67068 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -9360413.000000 Penalty: 5517.317383
	Iteration 65Q: 3 clusters Score -9360413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67073 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9360414.000000 Penalty: 5517.317383
	Iteration 66Q: 3 clusters Score -9360414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67075 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9360420.000000 Penalty: 5517.317383
	Iteration 67Q: 3 clusters Score -9360420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67075 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9360420.000000 Penalty: 5517.317383
	Iteration 68F: 3 clusters Score -9360420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 132723 members 
Mstep: Class 4 contains 4147 members 
Mstep: Class 8 contains 53342 members 
Mstep: Class 9 contains 14374 members 
Mstep: Class 10 contains 160259 members 
Mstep: Class 11 contains 20842 members 
Mstep: Class 12 contains 103057 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 39754 members 
Mstep: Class 17 contains 26262 members 
Mstep: Class 18 contains 54013 members 
Mstep: Class 19 contains 178396 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 67753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102128.000000 Penalty: 54213.273438
Iteration 119Q: 17 clusters Score -1.161021e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 132548 members 
Mstep: Class 4 contains 4151 members 
Mstep: Class 8 contains 53366 members 
Mstep: Class 9 contains 14373 members 
Mstep: Class 10 contains 160251 members 
Mstep: Class 11 contains 20833 members 
Mstep: Class 12 contains 103394 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 39697 members 
Mstep: Class 17 contains 26219 members 
Mstep: Class 18 contains 54006 members 
Mstep: Class 19 contains 178317 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 67768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102480.000000 Penalty: 54213.273438
Iteration 120F: 17 clusters Score -1.161025e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 132355 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 8 contains 53389 members 
Mstep: Class 9 contains 14379 members 
Mstep: Class 10 contains 160269 members 
Mstep: Class 11 contains 20821 members 
Mstep: Class 12 contains 103720 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 39641 members 
Mstep: Class 17 contains 26178 members 
Mstep: Class 18 contains 53996 members 
Mstep: Class 19 contains 178238 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 67782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102336.000000 Penalty: 54213.273438
Iteration 121Q: 17 clusters Score -1.161023e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 132161 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 8 contains 53426 members 
Mstep: Class 9 contains 14383 members 
Mstep: Class 10 contains 160275 members 
Mstep: Class 11 contains 20810 members 
Mstep: Class 12 contains 104031 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 39597 members 
Mstep: Class 17 contains 26139 members 
Mstep: Class 18 contains 53984 members 
Mstep: Class 19 contains 178163 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 67796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102328.000000 Penalty: 54213.273438
Iteration 122Q: 17 clusters Score -1.161023e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 131951 members 
Mstep: Class 4 contains 4158 members 
Mstep: Class 8 contains 53461 members 
Mstep: Class 9 contains 14392 members 
Mstep: Class 10 contains 160282 members 
Mstep: Class 11 contains 20806 members 
Mstep: Class 12 contains 104346 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 39535 members 
Mstep: Class 17 contains 26115 members 
Mstep: Class 18 contains 53992 members 
Mstep: Class 19 contains 178081 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 67802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102480.000000 Penalty: 54213.273438
Iteration 123Q: 17 clusters Score -1.161025e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 131754 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 8 contains 53486 members 
Mstep: Class 9 contains 14391 members 
Mstep: Class 10 contains 160284 members 
Mstep: Class 11 contains 20787 members 
Mstep: Class 12 contains 104698 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 39483 members 
Mstep: Class 17 contains 26088 members 
Mstep: Class 18 contains 53996 members 
Mstep: Class 19 contains 177994 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 67801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102448.000000 Penalty: 54213.273438
Iteration 124Q: 17 clusters Score -1.161024e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 131522 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 8 contains 53506 members 
Mstep: Class 9 contains 14394 members 
Mstep: Class 10 contains 160260 members 
Mstep: Class 11 contains 20769 members 
Mstep: Class 12 contains 105087 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 39447 members 
Mstep: Class 17 contains 26057 members 
Mstep: Class 18 contains 53990 members 
Mstep: Class 19 contains 177910 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 67819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102336.000000 Penalty: 54213.273438
Iteration 125Q: 17 clusters Score -1.161023e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 131289 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 8 contains 53536 members 
Mstep: Class 9 contains 14397 members 
Mstep: Class 10 contains 160255 members 
Mstep: Class 11 contains 20734 members 
Mstep: Class 12 contains 105467 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 39388 members 
Mstep: Class 17 contains 26025 members 
Mstep: Class 18 contains 53986 members 
Mstep: Class 19 contains 177845 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 67839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102448.000000 Penalty: 54213.273438
Iteration 126Q: 17 clusters Score -1.161024e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 131048 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 8 contains 53557 members 
Mstep: Class 9 contains 14399 members 
Mstep: Class 10 contains 160227 members 
Mstep: Class 11 contains 20702 members 
Mstep: Class 12 contains 105847 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 39346 members 
Mstep: Class 17 contains 25996 members 
Mstep: Class 18 contains 53988 members 
Mstep: Class 19 contains 177786 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 67865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102408.000000 Penalty: 54213.273438
Iteration 127Q: 17 clusters Score -1.161024e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 130787 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 8 contains 53580 members 
Mstep: Class 9 contains 14399 members 
Mstep: Class 10 contains 160199 members 
Mstep: Class 11 contains 20671 members 
Mstep: Class 12 contains 106225 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 39308 members 
Mstep: Class 17 contains 25961 members 
Mstep: Class 18 contains 53993 members 
Mstep: Class 19 contains 177735 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 67903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102424.000000 Penalty: 54213.273438
Iteration 128Q: 17 clusters Score -1.161024e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 130469 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 8 contains 53610 members 
Mstep: Class 9 contains 14405 members 
Mstep: Class 10 contains 160193 members 
Mstep: Class 11 contains 20638 members 
Mstep: Class 12 contains 106619 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 39266 members 
Mstep: Class 17 contains 25926 members 
Mstep: Class 18 contains 53981 members 
Mstep: Class 19 contains 177715 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 67938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102432.000000 Penalty: 54213.273438
Iteration 129Q: 17 clusters Score -1.161024e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 130168 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 8 contains 53628 members 
Mstep: Class 9 contains 14413 members 
Mstep: Class 10 contains 160190 members 
Mstep: Class 11 contains 20604 members 
Mstep: Class 12 contains 107019 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 39229 members 
Mstep: Class 17 contains 25895 members 
Mstep: Class 18 contains 53975 members 
Mstep: Class 19 contains 177684 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 67955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102440.000000 Penalty: 54213.273438
Iteration 130Q: 17 clusters Score -1.161024e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 129888 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 8 contains 53650 members 
Mstep: Class 9 contains 14417 members 
Mstep: Class 10 contains 160162 members 
Mstep: Class 11 contains 20562 members 
Mstep: Class 12 contains 107459 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 39188 members 
Mstep: Class 17 contains 25852 members 
Mstep: Class 18 contains 53974 members 
Mstep: Class 19 contains 177621 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 67987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102680.000000 Penalty: 54213.273438
Iteration 131Q: 17 clusters Score -1.161027e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 129589 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 8 contains 53690 members 
Mstep: Class 9 contains 14413 members 
Mstep: Class 10 contains 160180 members 
Mstep: Class 11 contains 20517 members 
Mstep: Class 12 contains 107917 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 39146 members 
Mstep: Class 17 contains 25816 members 
Mstep: Class 18 contains 53967 members 
Mstep: Class 19 contains 177527 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 67998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102560.000000 Penalty: 54213.273438
Iteration 132Q: 17 clusters Score -1.161026e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 129300 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 8 contains 53732 members 
Mstep: Class 9 contains 14414 members 
Mstep: Class 10 contains 160177 members 
Mstep: Class 11 contains 20489 members 
Mstep: Class 12 contains 108355 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 39108 members 
Mstep: Class 17 contains 25781 members 
Mstep: Class 18 contains 53959 members 
Mstep: Class 19 contains 177427 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102488.000000 Penalty: 54213.273438
Iteration 133Q: 17 clusters Score -1.161025e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 129013 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 8 contains 53762 members 
Mstep: Class 9 contains 14412 members 
Mstep: Class 10 contains 160174 members 
Mstep: Class 11 contains 20449 members 
Mstep: Class 12 contains 108786 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 39084 members 
Mstep: Class 17 contains 25749 members 
Mstep: Class 18 contains 53959 members 
Mstep: Class 19 contains 177344 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102784.000000 Penalty: 54213.273438
Iteration 134Q: 17 clusters Score -1.161028e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 128716 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 8 contains 53799 members 
Mstep: Class 9 contains 14406 members 
Mstep: Class 10 contains 160173 members 
Mstep: Class 11 contains 20407 members 
Mstep: Class 12 contains 109219 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 39054 members 
Mstep: Class 17 contains 25718 members 
Mstep: Class 18 contains 53971 members 
Mstep: Class 19 contains 177261 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102880.000000 Penalty: 54213.273438
Iteration 135Q: 17 clusters Score -1.161029e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 128435 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 8 contains 53834 members 
Mstep: Class 9 contains 14407 members 
Mstep: Class 10 contains 160173 members 
Mstep: Class 11 contains 20368 members 
Mstep: Class 12 contains 109672 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 39015 members 
Mstep: Class 17 contains 25693 members 
Mstep: Class 18 contains 53963 members 
Mstep: Class 19 contains 177152 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102824.000000 Penalty: 54213.273438
Iteration 136Q: 17 clusters Score -1.161028e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 128163 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 8 contains 53868 members 
Mstep: Class 9 contains 14411 members 
Mstep: Class 10 contains 160177 members 
Mstep: Class 11 contains 20327 members 
Mstep: Class 12 contains 110140 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38968 members 
Mstep: Class 17 contains 25670 members 
Mstep: Class 18 contains 53956 members 
Mstep: Class 19 contains 177028 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103160.000000 Penalty: 54213.273438
Iteration 137Q: 17 clusters Score -1.161032e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 127873 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 8 contains 53904 members 
Mstep: Class 9 contains 14410 members 
Mstep: Class 10 contains 160140 members 
Mstep: Class 11 contains 20274 members 
Mstep: Class 12 contains 110619 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38928 members 
Mstep: Class 17 contains 25648 members 
Mstep: Class 18 contains 53938 members 
Mstep: Class 19 contains 176959 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103296.000000 Penalty: 54213.273438
Iteration 138Q: 17 clusters Score -1.161033e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 127573 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 8 contains 53924 members 
Mstep: Class 9 contains 14411 members 
Mstep: Class 10 contains 160111 members 
Mstep: Class 11 contains 20229 members 
Mstep: Class 12 contains 111116 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38886 members 
Mstep: Class 17 contains 25612 members 
Mstep: Class 18 contains 53928 members 
Mstep: Class 19 contains 176892 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103376.000000 Penalty: 54213.273438
Iteration 139Q: 17 clusters Score -1.161034e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 127275 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 8 contains 53953 members 
Mstep: Class 9 contains 14415 members 
Mstep: Class 10 contains 160089 members 
Mstep: Class 11 contains 20189 members 
Mstep: Class 12 contains 111638 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38844 members 
Mstep: Class 17 contains 25579 members 
Mstep: Class 18 contains 53911 members 
Mstep: Class 19 contains 176770 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103408.000000 Penalty: 54213.273438
Iteration 140F: 17 clusters Score -1.161034e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 126961 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 8 contains 53992 members 
Mstep: Class 9 contains 14409 members 
Mstep: Class 10 contains 160075 members 
Mstep: Class 11 contains 20156 members 
Mstep: Class 12 contains 112126 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38799 members 
Mstep: Class 17 contains 25548 members 
Mstep: Class 18 contains 53898 members 
Mstep: Class 19 contains 176670 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103344.000000 Penalty: 54213.273438
Iteration 141Q: 17 clusters Score -1.161033e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 126678 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 8 contains 54028 members 
Mstep: Class 9 contains 14404 members 
Mstep: Class 10 contains 160016 members 
Mstep: Class 11 contains 20133 members 
Mstep: Class 12 contains 112659 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38739 members 
Mstep: Class 17 contains 25520 members 
Mstep: Class 18 contains 53878 members 
Mstep: Class 19 contains 176566 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103336.000000 Penalty: 54213.273438
Iteration 142Q: 17 clusters Score -1.161033e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 126409 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 8 contains 54063 members 
Mstep: Class 9 contains 14400 members 
Mstep: Class 10 contains 159956 members 
Mstep: Class 11 contains 20105 members 
Mstep: Class 12 contains 113201 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38684 members 
Mstep: Class 17 contains 25480 members 
Mstep: Class 18 contains 53861 members 
Mstep: Class 19 contains 176458 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103504.000000 Penalty: 54213.273438
Iteration 143Q: 17 clusters Score -1.161035e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 126150 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 8 contains 54095 members 
Mstep: Class 9 contains 14396 members 
Mstep: Class 10 contains 159914 members 
Mstep: Class 11 contains 20078 members 
Mstep: Class 12 contains 113727 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38635 members 
Mstep: Class 17 contains 25440 members 
Mstep: Class 18 contains 53838 members 
Mstep: Class 19 contains 176338 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103552.000000 Penalty: 54213.273438
Iteration 144Q: 17 clusters Score -1.161036e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 125887 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 8 contains 54127 members 
Mstep: Class 9 contains 14394 members 
Mstep: Class 10 contains 159890 members 
Mstep: Class 11 contains 20041 members 
Mstep: Class 12 contains 114211 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38597 members 
Mstep: Class 17 contains 25409 members 
Mstep: Class 18 contains 53806 members 
Mstep: Class 19 contains 176239 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103768.000000 Penalty: 54213.273438
Iteration 145Q: 17 clusters Score -1.161038e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 125607 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 8 contains 54159 members 
Mstep: Class 9 contains 14392 members 
Mstep: Class 10 contains 159845 members 
Mstep: Class 11 contains 19996 members 
Mstep: Class 12 contains 114754 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38556 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 18 contains 53788 members 
Mstep: Class 19 contains 176118 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103808.000000 Penalty: 54213.273438
Iteration 146Q: 17 clusters Score -1.161038e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 125300 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 8 contains 54181 members 
Mstep: Class 9 contains 14393 members 
Mstep: Class 10 contains 159818 members 
Mstep: Class 11 contains 19969 members 
Mstep: Class 12 contains 115295 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38516 members 
Mstep: Class 17 contains 25328 members 
Mstep: Class 18 contains 53790 members 
Mstep: Class 19 contains 175986 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103776.000000 Penalty: 54213.273438
Iteration 147Q: 17 clusters Score -1.161038e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 124964 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 8 contains 54207 members 
Mstep: Class 9 contains 14390 members 
Mstep: Class 10 contains 159796 members 
Mstep: Class 11 contains 19935 members 
Mstep: Class 12 contains 115848 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38489 members 
Mstep: Class 17 contains 25299 members 
Mstep: Class 18 contains 53789 members 
Mstep: Class 19 contains 175841 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103904.000000 Penalty: 54213.273438
Iteration 148Q: 17 clusters Score -1.161039e+08 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 124634 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 8 contains 54229 members 
Mstep: Class 9 contains 14389 members 
Mstep: Class 10 contains 159759 members 
Mstep: Class 11 contains 19907 members 
Mstep: Class 12 contains 116403 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38468 members 
Mstep: Class 17 contains 25275 members 
Mstep: Class 18 contains 53785 members 
Mstep: Class 19 contains 175718 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103640.000000 Penalty: 54213.273438
Iteration 149Q: 17 clusters Score -1.161036e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 124329 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 8 contains 54242 members 
Mstep: Class 9 contains 14389 members 
Mstep: Class 10 contains 159682 members 
Mstep: Class 11 contains 19886 members 
Mstep: Class 12 contains 116931 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38440 members 
Mstep: Class 17 contains 25243 members 
Mstep: Class 18 contains 53788 members 
Mstep: Class 19 contains 175637 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103776.000000 Penalty: 54213.273438
Iteration 150Q: 17 clusters Score -1.161038e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 124007 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 8 contains 54267 members 
Mstep: Class 9 contains 14387 members 
Mstep: Class 10 contains 159643 members 
Mstep: Class 11 contains 19852 members 
Mstep: Class 12 contains 117451 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38407 members 
Mstep: Class 17 contains 25213 members 
Mstep: Class 18 contains 53783 members 
Mstep: Class 19 contains 175547 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103824.000000 Penalty: 54213.273438
Iteration 151Q: 17 clusters Score -1.161038e+08 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 123683 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 8 contains 54296 members 
Mstep: Class 9 contains 14380 members 
Mstep: Class 10 contains 159632 members 
Mstep: Class 11 contains 19830 members 
Mstep: Class 12 contains 117954 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38380 members 
Mstep: Class 17 contains 25191 members 
Mstep: Class 18 contains 53764 members 
Mstep: Class 19 contains 175439 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103928.000000 Penalty: 54213.273438
Iteration 152Q: 17 clusters Score -1.161039e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 123345 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 8 contains 54344 members 
Mstep: Class 9 contains 14381 members 
Mstep: Class 10 contains 159634 members 
Mstep: Class 11 contains 19802 members 
Mstep: Class 12 contains 118455 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38345 members 
Mstep: Class 17 contains 25155 members 
Mstep: Class 18 contains 53744 members 
Mstep: Class 19 contains 175356 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103856.000000 Penalty: 54213.273438
Iteration 153Q: 17 clusters Score -1.161039e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 122978 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 8 contains 54381 members 
Mstep: Class 9 contains 14375 members 
Mstep: Class 10 contains 159641 members 
Mstep: Class 11 contains 19783 members 
Mstep: Class 12 contains 118981 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38310 members 
Mstep: Class 17 contains 25123 members 
Mstep: Class 18 contains 53730 members 
Mstep: Class 19 contains 175249 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104080.000000 Penalty: 54213.273438
Iteration 154Q: 17 clusters Score -1.161041e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 122587 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 8 contains 54419 members 
Mstep: Class 9 contains 14370 members 
Mstep: Class 10 contains 159637 members 
Mstep: Class 11 contains 19763 members 
Mstep: Class 12 contains 119525 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38279 members 
Mstep: Class 17 contains 25094 members 
Mstep: Class 18 contains 53712 members 
Mstep: Class 19 contains 175149 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104232.000000 Penalty: 54213.273438
Iteration 155Q: 17 clusters Score -1.161042e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 122196 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 8 contains 54462 members 
Mstep: Class 9 contains 14367 members 
Mstep: Class 10 contains 159618 members 
Mstep: Class 11 contains 19742 members 
Mstep: Class 12 contains 120064 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38248 members 
Mstep: Class 17 contains 25071 members 
Mstep: Class 18 contains 53712 members 
Mstep: Class 19 contains 175034 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104288.000000 Penalty: 54213.273438
Iteration 156Q: 17 clusters Score -1.161043e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 121821 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 8 contains 54513 members 
Mstep: Class 9 contains 14365 members 
Mstep: Class 10 contains 159607 members 
Mstep: Class 11 contains 19729 members 
Mstep: Class 12 contains 120560 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38230 members 
Mstep: Class 17 contains 25053 members 
Mstep: Class 18 contains 53703 members 
Mstep: Class 19 contains 174913 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104080.000000 Penalty: 54213.273438
Iteration 157Q: 17 clusters Score -1.161041e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 121439 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 8 contains 54555 members 
Mstep: Class 9 contains 14359 members 
Mstep: Class 10 contains 159629 members 
Mstep: Class 11 contains 19702 members 
Mstep: Class 12 contains 121098 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38220 members 
Mstep: Class 17 contains 25033 members 
Mstep: Class 18 contains 53690 members 
Mstep: Class 19 contains 174762 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104248.000000 Penalty: 54213.273438
Iteration 158Q: 17 clusters Score -1.161042e+08 nChanged 1125
Entering ConstructFrom: 
Score: -116104248.000000 Penalty: 54213.273438
Entering ConstructFrom: 
Trying to split cluster 1 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -158178.203125 Penalty: 1760.602051
	Iteration 0F: 2 clusters Score -158178.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -156040.234375 Penalty: 3521.204102
	Iteration 0F: 3 clusters Score -156040.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -156359.984375 Penalty: 3521.204102
	Iteration 1F: 3 clusters Score -156360 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -156452.359375 Penalty: 3521.204102
	Iteration 2F: 3 clusters Score -156452.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -156502.718750 Penalty: 3521.204102
	Iteration 3Q: 3 clusters Score -156502.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -156526.937500 Penalty: 3521.204102
	Iteration 4Q: 3 clusters Score -156526.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -156549.828125 Penalty: 3521.204102
	Iteration 5Q: 3 clusters Score -156549.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -156567.046875 Penalty: 3521.204102
	Iteration 6Q: 3 clusters Score -156567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -156575.406250 Penalty: 3521.204102
	Iteration 7Q: 3 clusters Score -156575.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -156578.296875 Penalty: 3521.204102
	Iteration 8Q: 3 clusters Score -156578.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -156580.578125 Penalty: 3521.204102
	Iteration 9Q: 3 clusters Score -156580.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -156584.140625 Penalty: 3521.204102
	Iteration 10Q: 3 clusters Score -156584.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -156587.671875 Penalty: 3521.204102
	Iteration 11Q: 3 clusters Score -156587.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -156590.421875 Penalty: 3521.204102
	Iteration 12Q: 3 clusters Score -156590.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -156593.984375 Penalty: 3521.204102
	Iteration 13Q: 3 clusters Score -156594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -156595.109375 Penalty: 3521.204102
	Iteration 14Q: 3 clusters Score -156595.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -156595.109375 Penalty: 3521.204102
	Iteration 15F: 3 clusters Score -156595.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (121072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121072 members 
Entering Unmasked Estep 
Score: -16697879.000000 Penalty: 2902.626953
	Iteration 0F: 2 clusters Score -1.669788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 60402 members 
Entering Unmasked Estep 
Score: -16617032.000000 Penalty: 5805.253906
	Iteration 0F: 3 clusters Score -1.661703e+07 nChanged 57524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64516 members 
Mstep: Class 2 contains 56556 members 
Entering Unmasked Estep 
Score: -16650897.000000 Penalty: 5805.253906
	Iteration 1F: 3 clusters Score -1.66509e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67025 members 
Mstep: Class 2 contains 54047 members 
Entering Unmasked Estep 
Score: -16652397.000000 Penalty: 5805.253906
	Iteration 2Q: 3 clusters Score -1.66524e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70679 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -16654339.000000 Penalty: 5805.253906
	Iteration 3Q: 3 clusters Score -1.665434e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75656 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -16657142.000000 Penalty: 5805.253906
	Iteration 4F: 3 clusters Score -1.665714e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82203 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -16661277.000000 Penalty: 5805.253906
	Iteration 5F: 3 clusters Score -1.666128e+07 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90472 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -16667485.000000 Penalty: 5805.253906
	Iteration 6F: 3 clusters Score -1.666748e+07 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99811 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -16675674.000000 Penalty: 5805.253906
	Iteration 7F: 3 clusters Score -1.667567e+07 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108342 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -16683837.000000 Penalty: 5805.253906
	Iteration 8F: 3 clusters Score -1.668384e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114563 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -16689783.000000 Penalty: 5805.253906
	Iteration 9F: 3 clusters Score -1.668978e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118059 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -16693153.000000 Penalty: 5805.253906
	Iteration 10Q: 3 clusters Score -1.669315e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119564 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -16694732.000000 Penalty: 5805.253906
	Iteration 11Q: 3 clusters Score -1.669473e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120050 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -16695347.000000 Penalty: 5805.253906
	Iteration 12Q: 3 clusters Score -1.669535e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120213 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -16695608.000000 Penalty: 5805.253906
	Iteration 13Q: 3 clusters Score -1.669561e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120269 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -16695778.000000 Penalty: 5805.253906
	Iteration 14Q: 3 clusters Score -1.669578e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120290 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -16695858.000000 Penalty: 5805.253906
	Iteration 15Q: 3 clusters Score -1.669586e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120287 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -16695890.000000 Penalty: 5805.253906
	Iteration 16Q: 3 clusters Score -1.669589e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120281 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -16695943.000000 Penalty: 5805.253906
	Iteration 17Q: 3 clusters Score -1.669594e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120280 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -16695980.000000 Penalty: 5805.253906
	Iteration 18Q: 3 clusters Score -1.669598e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120279 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -16695988.000000 Penalty: 5805.253906
	Iteration 19Q: 3 clusters Score -1.669599e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120269 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -16695985.000000 Penalty: 5805.253906
	Iteration 20F: 3 clusters Score -1.669598e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120264 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -16696002.000000 Penalty: 5805.253906
	Iteration 21Q: 3 clusters Score -1.6696e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120253 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -16696017.000000 Penalty: 5805.253906
	Iteration 22Q: 3 clusters Score -1.669602e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120243 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -16696025.000000 Penalty: 5805.253906
	Iteration 23Q: 3 clusters Score -1.669602e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120239 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -16696045.000000 Penalty: 5805.253906
	Iteration 24Q: 3 clusters Score -1.669604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120239 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -16696050.000000 Penalty: 5805.253906
	Iteration 25Q: 3 clusters Score -1.669605e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120238 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -16696054.000000 Penalty: 5805.253906
	Iteration 26Q: 3 clusters Score -1.669605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120237 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -16696065.000000 Penalty: 5805.253906
	Iteration 27Q: 3 clusters Score -1.669606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120238 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -16696075.000000 Penalty: 5805.253906
	Iteration 28Q: 3 clusters Score -1.669608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120238 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -16696078.000000 Penalty: 5805.253906
	Iteration 29Q: 3 clusters Score -1.669608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120238 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -16696075.000000 Penalty: 5805.253906
	Iteration 30Q: 3 clusters Score -1.669608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120234 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -16696094.000000 Penalty: 5805.253906
	Iteration 31Q: 3 clusters Score -1.669609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120233 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -16696090.000000 Penalty: 5805.253906
	Iteration 32Q: 3 clusters Score -1.669609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120232 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -16696093.000000 Penalty: 5805.253906
	Iteration 33Q: 3 clusters Score -1.669609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120232 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -16696093.000000 Penalty: 5805.253906
	Iteration 34F: 3 clusters Score -1.669609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Entering Unmasked Estep 
Score: -547945.750000 Penalty: 2066.710693
	Iteration 0F: 2 clusters Score -547945.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -543910.812500 Penalty: 4133.421387
	Iteration 0F: 3 clusters Score -543910.8 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -544949.187500 Penalty: 4133.421387
	Iteration 1F: 3 clusters Score -544949.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -545270.625000 Penalty: 4133.421387
	Iteration 2F: 3 clusters Score -545270.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -545564.000000 Penalty: 4133.421387
	Iteration 3F: 3 clusters Score -545564 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -545762.437500 Penalty: 4133.421387
	Iteration 4F: 3 clusters Score -545762.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -545905.500000 Penalty: 4133.421387
	Iteration 5Q: 3 clusters Score -545905.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -546040.250000 Penalty: 4133.421387
	Iteration 6Q: 3 clusters Score -546040.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -546134.500000 Penalty: 4133.421387
	Iteration 7Q: 3 clusters Score -546134.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -546201.750000 Penalty: 4133.421387
	Iteration 8Q: 3 clusters Score -546201.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -546256.687500 Penalty: 4133.421387
	Iteration 9Q: 3 clusters Score -546256.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -546313.000000 Penalty: 4133.421387
	Iteration 10Q: 3 clusters Score -546313 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -546360.187500 Penalty: 4133.421387
	Iteration 11Q: 3 clusters Score -546360.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -546389.937500 Penalty: 4133.421387
	Iteration 12Q: 3 clusters Score -546389.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -546422.187500 Penalty: 4133.421387
	Iteration 13Q: 3 clusters Score -546422.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -546451.875000 Penalty: 4133.421387
	Iteration 14Q: 3 clusters Score -546451.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -546478.187500 Penalty: 4133.421387
	Iteration 15Q: 3 clusters Score -546478.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -546502.062500 Penalty: 4133.421387
	Iteration 16Q: 3 clusters Score -546502.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -546518.312500 Penalty: 4133.421387
	Iteration 17Q: 3 clusters Score -546518.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -546530.750000 Penalty: 4133.421387
	Iteration 18Q: 3 clusters Score -546530.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -546544.125000 Penalty: 4133.421387
	Iteration 19Q: 3 clusters Score -546544.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -546559.437500 Penalty: 4133.421387
	Iteration 20F: 3 clusters Score -546559.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -546569.312500 Penalty: 4133.421387
	Iteration 21Q: 3 clusters Score -546569.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -546578.187500 Penalty: 4133.421387
	Iteration 22Q: 3 clusters Score -546578.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -546583.312500 Penalty: 4133.421387
	Iteration 23Q: 3 clusters Score -546583.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -546587.250000 Penalty: 4133.421387
	Iteration 24Q: 3 clusters Score -546587.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -546589.437500 Penalty: 4133.421387
	Iteration 25Q: 3 clusters Score -546589.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -546589.375000 Penalty: 4133.421387
	Iteration 26Q: 3 clusters Score -546589.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -546589.375000 Penalty: 4133.421387
	Iteration 27F: 3 clusters Score -546589.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Entering Unmasked Estep 
Score: -7338076.000000 Penalty: 2705.122803
	Iteration 0F: 2 clusters Score -7338076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -7301261.000000 Penalty: 5410.245605
	Iteration 0F: 3 clusters Score -7301261 nChanged 25276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -7315562.000000 Penalty: 5410.245605
	Iteration 1F: 3 clusters Score -7315562 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -7316220.500000 Penalty: 5410.245605
	Iteration 2Q: 3 clusters Score -7316220 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -7316938.500000 Penalty: 5410.245605
	Iteration 3Q: 3 clusters Score -7316938 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -7317721.500000 Penalty: 5410.245605
	Iteration 4Q: 3 clusters Score -7317722 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -7318573.500000 Penalty: 5410.245605
	Iteration 5Q: 3 clusters Score -7318574 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -7319635.500000 Penalty: 5410.245605
	Iteration 6Q: 3 clusters Score -7319636 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -7320817.500000 Penalty: 5410.245605
	Iteration 7Q: 3 clusters Score -7320818 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -7322398.000000 Penalty: 5410.245605
	Iteration 8Q: 3 clusters Score -7322398 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -7324399.500000 Penalty: 5410.245605
	Iteration 9F: 3 clusters Score -7324400 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -7326454.500000 Penalty: 5410.245605
	Iteration 10F: 3 clusters Score -7326454 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -7328530.500000 Penalty: 5410.245605
	Iteration 11F: 3 clusters Score -7328530 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -7330178.500000 Penalty: 5410.245605
	Iteration 12Q: 3 clusters Score -7330178 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -7331360.500000 Penalty: 5410.245605
	Iteration 13Q: 3 clusters Score -7331360 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -7332060.500000 Penalty: 5410.245605
	Iteration 14Q: 3 clusters Score -7332060 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -7332596.500000 Penalty: 5410.245605
	Iteration 15Q: 3 clusters Score -7332596 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -7333064.500000 Penalty: 5410.245605
	Iteration 16Q: 3 clusters Score -7333064 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -7333455.000000 Penalty: 5410.245605
	Iteration 17Q: 3 clusters Score -7333455 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -7333766.000000 Penalty: 5410.245605
	Iteration 18Q: 3 clusters Score -7333766 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -7334044.000000 Penalty: 5410.245605
	Iteration 19Q: 3 clusters Score -7334044 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -7334285.500000 Penalty: 5410.245605
	Iteration 20F: 3 clusters Score -7334286 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -7334503.500000 Penalty: 5410.245605
	Iteration 21Q: 3 clusters Score -7334504 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -7334693.500000 Penalty: 5410.245605
	Iteration 22Q: 3 clusters Score -7334694 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -7334832.000000 Penalty: 5410.245605
	Iteration 23Q: 3 clusters Score -7334832 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -7334980.500000 Penalty: 5410.245605
	Iteration 24Q: 3 clusters Score -7334980 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -7335100.000000 Penalty: 5410.245605
	Iteration 25Q: 3 clusters Score -7335100 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -7335217.500000 Penalty: 5410.245605
	Iteration 26Q: 3 clusters Score -7335218 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -7335276.500000 Penalty: 5410.245605
	Iteration 27Q: 3 clusters Score -7335276 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -7335341.500000 Penalty: 5410.245605
	Iteration 28Q: 3 clusters Score -7335342 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -7335411.000000 Penalty: 5410.245605
	Iteration 29Q: 3 clusters Score -7335411 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -7335477.500000 Penalty: 5410.245605
	Iteration 30Q: 3 clusters Score -7335478 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -7335509.000000 Penalty: 5410.245605
	Iteration 31Q: 3 clusters Score -7335509 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -7335572.000000 Penalty: 5410.245605
	Iteration 32Q: 3 clusters Score -7335572 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -7335618.000000 Penalty: 5410.245605
	Iteration 33Q: 3 clusters Score -7335618 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -7335671.000000 Penalty: 5410.245605
	Iteration 34Q: 3 clusters Score -7335671 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -7335726.500000 Penalty: 5410.245605
	Iteration 35Q: 3 clusters Score -7335726 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -7335757.000000 Penalty: 5410.245605
	Iteration 36Q: 3 clusters Score -7335757 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -7335774.500000 Penalty: 5410.245605
	Iteration 37Q: 3 clusters Score -7335774 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -7335807.000000 Penalty: 5410.245605
	Iteration 38Q: 3 clusters Score -7335807 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -7335813.500000 Penalty: 5410.245605
	Iteration 39Q: 3 clusters Score -7335814 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -7335840.500000 Penalty: 5410.245605
	Iteration 40F: 3 clusters Score -7335840 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -7335861.000000 Penalty: 5410.245605
	Iteration 41Q: 3 clusters Score -7335861 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -7335883.000000 Penalty: 5410.245605
	Iteration 42Q: 3 clusters Score -7335883 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -7335880.000000 Penalty: 5410.245605
	Iteration 43Q: 3 clusters Score -7335880 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -7335893.500000 Penalty: 5410.245605
	Iteration 44Q: 3 clusters Score -7335894 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -7335905.500000 Penalty: 5410.245605
	Iteration 45Q: 3 clusters Score -7335906 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -7335916.000000 Penalty: 5410.245605
	Iteration 46Q: 3 clusters Score -7335916 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -7335940.000000 Penalty: 5410.245605
	Iteration 47Q: 3 clusters Score -7335940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -7335941.000000 Penalty: 5410.245605
	Iteration 48Q: 3 clusters Score -7335941 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -7335936.000000 Penalty: 5410.245605
	Iteration 49Q: 3 clusters Score -7335936 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -7335943.000000 Penalty: 5410.245605
	Iteration 50Q: 3 clusters Score -7335943 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -7335954.500000 Penalty: 5410.245605
	Iteration 51Q: 3 clusters Score -7335954 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -7335976.500000 Penalty: 5410.245605
	Iteration 52Q: 3 clusters Score -7335976 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51068 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -7335978.000000 Penalty: 5410.245605
	Iteration 53Q: 3 clusters Score -7335978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -7335988.500000 Penalty: 5410.245605
	Iteration 54Q: 3 clusters Score -7335988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -7335994.000000 Penalty: 5410.245605
	Iteration 55Q: 3 clusters Score -7335994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -7335990.000000 Penalty: 5410.245605
	Iteration 56Q: 3 clusters Score -7335990 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -7336005.500000 Penalty: 5410.245605
	Iteration 57Q: 3 clusters Score -7336006 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -7336008.500000 Penalty: 5410.245605
	Iteration 58Q: 3 clusters Score -7336008 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -7336014.500000 Penalty: 5410.245605
	Iteration 59Q: 3 clusters Score -7336014 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -7336030.500000 Penalty: 5410.245605
	Iteration 60F: 3 clusters Score -7336030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -7336045.000000 Penalty: 5410.245605
	Iteration 61Q: 3 clusters Score -7336045 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -7336061.500000 Penalty: 5410.245605
	Iteration 62Q: 3 clusters Score -7336062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51481 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -7336084.000000 Penalty: 5410.245605
	Iteration 63Q: 3 clusters Score -7336084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -7336096.000000 Penalty: 5410.245605
	Iteration 64Q: 3 clusters Score -7336096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -7336091.500000 Penalty: 5410.245605
	Iteration 65Q: 3 clusters Score -7336092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -7336099.000000 Penalty: 5410.245605
	Iteration 66Q: 3 clusters Score -7336099 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -7336098.500000 Penalty: 5410.245605
	Iteration 67Q: 3 clusters Score -7336098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -7336099.500000 Penalty: 5410.245605
	Iteration 68Q: 3 clusters Score -7336100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -7336101.000000 Penalty: 5410.245605
	Iteration 69Q: 3 clusters Score -7336101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -7336103.500000 Penalty: 5410.245605
	Iteration 70Q: 3 clusters Score -7336104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51657 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -7336118.000000 Penalty: 5410.245605
	Iteration 71Q: 3 clusters Score -7336118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -7336118.000000 Penalty: 5410.245605
	Iteration 72Q: 3 clusters Score -7336118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51679 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -7336115.000000 Penalty: 5410.245605
	Iteration 73Q: 3 clusters Score -7336115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -7336113.000000 Penalty: 5410.245605
	Iteration 74Q: 3 clusters Score -7336113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51694 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -7336110.000000 Penalty: 5410.245605
	Iteration 75Q: 3 clusters Score -7336110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51704 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -7336113.000000 Penalty: 5410.245605
	Iteration 76Q: 3 clusters Score -7336113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -7336109.500000 Penalty: 5410.245605
	Iteration 77Q: 3 clusters Score -7336110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -7336123.000000 Penalty: 5410.245605
	Iteration 78Q: 3 clusters Score -7336123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -7336123.500000 Penalty: 5410.245605
	Iteration 79Q: 3 clusters Score -7336124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -7336120.500000 Penalty: 5410.245605
	Iteration 80F: 3 clusters Score -7336120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -7336120.500000 Penalty: 5410.245605
	Iteration 81Q: 3 clusters Score -7336120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -7336127.000000 Penalty: 5410.245605
	Iteration 82Q: 3 clusters Score -7336127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -7336114.000000 Penalty: 5410.245605
	Iteration 83Q: 3 clusters Score -7336114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51759 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -7336117.500000 Penalty: 5410.245605
	Iteration 84Q: 3 clusters Score -7336118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -7336114.000000 Penalty: 5410.245605
	Iteration 85Q: 3 clusters Score -7336114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -7336120.500000 Penalty: 5410.245605
	Iteration 86Q: 3 clusters Score -7336120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -7336118.000000 Penalty: 5410.245605
	Iteration 87Q: 3 clusters Score -7336118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -7336116.000000 Penalty: 5410.245605
	Iteration 88Q: 3 clusters Score -7336116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -7336121.000000 Penalty: 5410.245605
	Iteration 89Q: 3 clusters Score -7336121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -7336114.000000 Penalty: 5410.245605
	Iteration 90Q: 3 clusters Score -7336114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -7336118.000000 Penalty: 5410.245605
	Iteration 91Q: 3 clusters Score -7336118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51780 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -7336117.500000 Penalty: 5410.245605
	Iteration 92Q: 3 clusters Score -7336118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -7336117.500000 Penalty: 5410.245605
	Iteration 93Q: 3 clusters Score -7336118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -7336118.500000 Penalty: 5410.245605
	Iteration 94Q: 3 clusters Score -7336118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -7336113.000000 Penalty: 5410.245605
	Iteration 95Q: 3 clusters Score -7336113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -7336114.500000 Penalty: 5410.245605
	Iteration 96Q: 3 clusters Score -7336114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -7336116.500000 Penalty: 5410.245605
	Iteration 97Q: 3 clusters Score -7336116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -7336123.000000 Penalty: 5410.245605
	Iteration 98Q: 3 clusters Score -7336123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -7336120.000000 Penalty: 5410.245605
	Iteration 99Q: 3 clusters Score -7336120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -7336116.000000 Penalty: 5410.245605
	Iteration 100F: 3 clusters Score -7336116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -7336120.000000 Penalty: 5410.245605
	Iteration 101Q: 3 clusters Score -7336120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -7336122.000000 Penalty: 5410.245605
	Iteration 102Q: 3 clusters Score -7336122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -7336125.500000 Penalty: 5410.245605
	Iteration 103Q: 3 clusters Score -7336126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -7336125.000000 Penalty: 5410.245605
	Iteration 104Q: 3 clusters Score -7336125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -7336125.000000 Penalty: 5410.245605
	Iteration 105F: 3 clusters Score -7336125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Entering Unmasked Estep 
Score: -1886033.375000 Penalty: 2373.923340
	Iteration 0F: 2 clusters Score -1886033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1875629.125000 Penalty: 4747.846680
	Iteration 0F: 3 clusters Score -1875629 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1878825.750000 Penalty: 4747.846680
	Iteration 1F: 3 clusters Score -1878826 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1879143.000000 Penalty: 4747.846680
	Iteration 2F: 3 clusters Score -1879143 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1879363.375000 Penalty: 4747.846680
	Iteration 3Q: 3 clusters Score -1879363 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1879558.000000 Penalty: 4747.846680
	Iteration 4Q: 3 clusters Score -1879558 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1879724.750000 Penalty: 4747.846680
	Iteration 5Q: 3 clusters Score -1879725 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1879888.125000 Penalty: 4747.846680
	Iteration 6Q: 3 clusters Score -1879888 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1880060.125000 Penalty: 4747.846680
	Iteration 7Q: 3 clusters Score -1880060 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1880268.000000 Penalty: 4747.846680
	Iteration 8Q: 3 clusters Score -1880268 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1880504.500000 Penalty: 4747.846680
	Iteration 9Q: 3 clusters Score -1880504 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1880805.125000 Penalty: 4747.846680
	Iteration 10Q: 3 clusters Score -1880805 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1881191.250000 Penalty: 4747.846680
	Iteration 11Q: 3 clusters Score -1881191 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1881651.750000 Penalty: 4747.846680
	Iteration 12Q: 3 clusters Score -1881652 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1882173.625000 Penalty: 4747.846680
	Iteration 13Q: 3 clusters Score -1882174 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1882696.625000 Penalty: 4747.846680
	Iteration 14Q: 3 clusters Score -1882697 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1883086.250000 Penalty: 4747.846680
	Iteration 15Q: 3 clusters Score -1883086 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1883397.250000 Penalty: 4747.846680
	Iteration 16Q: 3 clusters Score -1883397 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1883606.875000 Penalty: 4747.846680
	Iteration 17Q: 3 clusters Score -1883607 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1883754.000000 Penalty: 4747.846680
	Iteration 18Q: 3 clusters Score -1883754 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1883854.375000 Penalty: 4747.846680
	Iteration 19Q: 3 clusters Score -1883854 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1883918.875000 Penalty: 4747.846680
	Iteration 20F: 3 clusters Score -1883919 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1883952.625000 Penalty: 4747.846680
	Iteration 21Q: 3 clusters Score -1883953 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1883990.375000 Penalty: 4747.846680
	Iteration 22Q: 3 clusters Score -1883990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1884021.750000 Penalty: 4747.846680
	Iteration 23Q: 3 clusters Score -1884022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1884047.125000 Penalty: 4747.846680
	Iteration 24Q: 3 clusters Score -1884047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1884066.500000 Penalty: 4747.846680
	Iteration 25Q: 3 clusters Score -1884066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1884078.000000 Penalty: 4747.846680
	Iteration 26Q: 3 clusters Score -1884078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1884087.875000 Penalty: 4747.846680
	Iteration 27Q: 3 clusters Score -1884088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1884090.375000 Penalty: 4747.846680
	Iteration 28Q: 3 clusters Score -1884090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1884096.750000 Penalty: 4747.846680
	Iteration 29Q: 3 clusters Score -1884097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1884096.375000 Penalty: 4747.846680
	Iteration 30Q: 3 clusters Score -1884096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1884098.875000 Penalty: 4747.846680
	Iteration 31Q: 3 clusters Score -1884099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1884101.125000 Penalty: 4747.846680
	Iteration 32Q: 3 clusters Score -1884101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1884105.500000 Penalty: 4747.846680
	Iteration 33Q: 3 clusters Score -1884106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1884105.125000 Penalty: 4747.846680
	Iteration 34Q: 3 clusters Score -1884105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1884104.875000 Penalty: 4747.846680
	Iteration 35Q: 3 clusters Score -1884105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1884105.750000 Penalty: 4747.846680
	Iteration 36Q: 3 clusters Score -1884106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1884105.375000 Penalty: 4747.846680
	Iteration 37Q: 3 clusters Score -1884105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1884105.375000 Penalty: 4747.846680
	Iteration 38F: 3 clusters Score -1884105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (159618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159618 members 
Entering Unmasked Estep 
Score: -22012262.000000 Penalty: 2971.173584
	Iteration 0F: 2 clusters Score -2.201226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79653 members 
Mstep: Class 2 contains 79965 members 
Entering Unmasked Estep 
Score: -21906792.000000 Penalty: 5942.347168
	Iteration 0F: 3 clusters Score -2.190679e+07 nChanged 76486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77329 members 
Mstep: Class 2 contains 82289 members 
Entering Unmasked Estep 
Score: -21950880.000000 Penalty: 5942.347168
	Iteration 1F: 3 clusters Score -2.195088e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75834 members 
Mstep: Class 2 contains 83784 members 
Entering Unmasked Estep 
Score: -21951680.000000 Penalty: 5942.347168
	Iteration 2Q: 3 clusters Score -2.195168e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73460 members 
Mstep: Class 2 contains 86158 members 
Entering Unmasked Estep 
Score: -21952506.000000 Penalty: 5942.347168
	Iteration 3Q: 3 clusters Score -2.195251e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69758 members 
Mstep: Class 2 contains 89860 members 
Entering Unmasked Estep 
Score: -21953800.000000 Penalty: 5942.347168
	Iteration 4Q: 3 clusters Score -2.19538e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 95596 members 
Entering Unmasked Estep 
Score: -21956154.000000 Penalty: 5942.347168
	Iteration 5Q: 3 clusters Score -2.195615e+07 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55602 members 
Mstep: Class 2 contains 104016 members 
Entering Unmasked Estep 
Score: -21960742.000000 Penalty: 5942.347168
	Iteration 6F: 3 clusters Score -2.196074e+07 nChanged 11817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 115771 members 
Entering Unmasked Estep 
Score: -21968956.000000 Penalty: 5942.347168
	Iteration 7F: 3 clusters Score -2.196896e+07 nChanged 14371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 130126 members 
Entering Unmasked Estep 
Score: -21981656.000000 Penalty: 5942.347168
	Iteration 8F: 3 clusters Score -2.198166e+07 nChanged 13950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 144070 members 
Entering Unmasked Estep 
Score: -21995658.000000 Penalty: 5942.347168
	Iteration 9F: 3 clusters Score -2.199566e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 153376 members 
Entering Unmasked Estep 
Score: -22004538.000000 Penalty: 5942.347168
	Iteration 10F: 3 clusters Score -2.200454e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 157509 members 
Entering Unmasked Estep 
Score: -22008052.000000 Penalty: 5942.347168
	Iteration 11Q: 3 clusters Score -2.200805e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 158805 members 
Entering Unmasked Estep 
Score: -22009078.000000 Penalty: 5942.347168
	Iteration 12Q: 3 clusters Score -2.200908e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 159162 members 
Entering Unmasked Estep 
Score: -22009372.000000 Penalty: 5942.347168
	Iteration 13Q: 3 clusters Score -2.200937e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 159266 members 
Entering Unmasked Estep 
Score: -22009456.000000 Penalty: 5942.347168
	Iteration 14Q: 3 clusters Score -2.200946e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 159310 members 
Entering Unmasked Estep 
Score: -22009524.000000 Penalty: 5942.347168
	Iteration 15Q: 3 clusters Score -2.200952e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 159341 members 
Entering Unmasked Estep 
Score: -22009586.000000 Penalty: 5942.347168
	Iteration 16Q: 3 clusters Score -2.200959e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 159359 members 
Entering Unmasked Estep 
Score: -22009602.000000 Penalty: 5942.347168
	Iteration 17Q: 3 clusters Score -2.20096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 159364 members 
Entering Unmasked Estep 
Score: -22009614.000000 Penalty: 5942.347168
	Iteration 18Q: 3 clusters Score -2.200961e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 159372 members 
Entering Unmasked Estep 
Score: -22009646.000000 Penalty: 5942.347168
	Iteration 19Q: 3 clusters Score -2.200965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 159373 members 
Entering Unmasked Estep 
Score: -22009644.000000 Penalty: 5942.347168
	Iteration 20F: 3 clusters Score -2.200964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 159380 members 
Entering Unmasked Estep 
Score: -22009664.000000 Penalty: 5942.347168
	Iteration 21Q: 3 clusters Score -2.200966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 159383 members 
Entering Unmasked Estep 
Score: -22009670.000000 Penalty: 5942.347168
	Iteration 22Q: 3 clusters Score -2.200967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 159386 members 
Entering Unmasked Estep 
Score: -22009676.000000 Penalty: 5942.347168
	Iteration 23Q: 3 clusters Score -2.200968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 159387 members 
Entering Unmasked Estep 
Score: -22009686.000000 Penalty: 5942.347168
	Iteration 24Q: 3 clusters Score -2.200969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 159389 members 
Entering Unmasked Estep 
Score: -22009694.000000 Penalty: 5942.347168
	Iteration 25Q: 3 clusters Score -2.200969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 159390 members 
Entering Unmasked Estep 
Score: -22009690.000000 Penalty: 5942.347168
	Iteration 26Q: 3 clusters Score -2.200969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 159391 members 
Entering Unmasked Estep 
Score: -22009686.000000 Penalty: 5942.347168
	Iteration 27Q: 3 clusters Score -2.200969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 159391 members 
Entering Unmasked Estep 
Score: -22009686.000000 Penalty: 5942.347168
	Iteration 28F: 3 clusters Score -2.200969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Entering Unmasked Estep 
Score: -2750020.500000 Penalty: 2452.090088
	Iteration 0F: 2 clusters Score -2750020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2736213.000000 Penalty: 4904.180176
	Iteration 0F: 3 clusters Score -2736213 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2740648.500000 Penalty: 4904.180176
	Iteration 1F: 3 clusters Score -2740648 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2740969.750000 Penalty: 4904.180176
	Iteration 2F: 3 clusters Score -2740970 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2741224.000000 Penalty: 4904.180176
	Iteration 3Q: 3 clusters Score -2741224 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2741402.750000 Penalty: 4904.180176
	Iteration 4Q: 3 clusters Score -2741403 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2741533.750000 Penalty: 4904.180176
	Iteration 5Q: 3 clusters Score -2741534 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2741649.750000 Penalty: 4904.180176
	Iteration 6Q: 3 clusters Score -2741650 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2741762.750000 Penalty: 4904.180176
	Iteration 7Q: 3 clusters Score -2741763 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2741887.500000 Penalty: 4904.180176
	Iteration 8Q: 3 clusters Score -2741888 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2742028.750000 Penalty: 4904.180176
	Iteration 9Q: 3 clusters Score -2742029 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2742207.000000 Penalty: 4904.180176
	Iteration 10Q: 3 clusters Score -2742207 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2742410.750000 Penalty: 4904.180176
	Iteration 11Q: 3 clusters Score -2742411 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2742680.750000 Penalty: 4904.180176
	Iteration 12Q: 3 clusters Score -2742681 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2743055.250000 Penalty: 4904.180176
	Iteration 13Q: 3 clusters Score -2743055 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2743583.750000 Penalty: 4904.180176
	Iteration 14Q: 3 clusters Score -2743584 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2744308.750000 Penalty: 4904.180176
	Iteration 15F: 3 clusters Score -2744309 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2745133.750000 Penalty: 4904.180176
	Iteration 16F: 3 clusters Score -2745134 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2745936.000000 Penalty: 4904.180176
	Iteration 17F: 3 clusters Score -2745936 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2746526.250000 Penalty: 4904.180176
	Iteration 18Q: 3 clusters Score -2746526 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2746911.500000 Penalty: 4904.180176
	Iteration 19Q: 3 clusters Score -2746912 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2747176.500000 Penalty: 4904.180176
	Iteration 20F: 3 clusters Score -2747176 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2747321.250000 Penalty: 4904.180176
	Iteration 21Q: 3 clusters Score -2747321 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2747450.750000 Penalty: 4904.180176
	Iteration 22Q: 3 clusters Score -2747451 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2747516.500000 Penalty: 4904.180176
	Iteration 23Q: 3 clusters Score -2747516 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2747560.250000 Penalty: 4904.180176
	Iteration 24Q: 3 clusters Score -2747560 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2747601.250000 Penalty: 4904.180176
	Iteration 25Q: 3 clusters Score -2747601 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2747641.750000 Penalty: 4904.180176
	Iteration 26Q: 3 clusters Score -2747642 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2747673.250000 Penalty: 4904.180176
	Iteration 27Q: 3 clusters Score -2747673 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2747710.500000 Penalty: 4904.180176
	Iteration 28Q: 3 clusters Score -2747710 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2747748.750000 Penalty: 4904.180176
	Iteration 29Q: 3 clusters Score -2747749 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2747773.000000 Penalty: 4904.180176
	Iteration 30Q: 3 clusters Score -2747773 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2747796.750000 Penalty: 4904.180176
	Iteration 31Q: 3 clusters Score -2747797 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2747804.250000 Penalty: 4904.180176
	Iteration 32Q: 3 clusters Score -2747804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2747820.500000 Penalty: 4904.180176
	Iteration 33Q: 3 clusters Score -2747820 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2747836.750000 Penalty: 4904.180176
	Iteration 34Q: 3 clusters Score -2747837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2747843.500000 Penalty: 4904.180176
	Iteration 35Q: 3 clusters Score -2747844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2747853.750000 Penalty: 4904.180176
	Iteration 36Q: 3 clusters Score -2747854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2747863.500000 Penalty: 4904.180176
	Iteration 37Q: 3 clusters Score -2747864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2747875.750000 Penalty: 4904.180176
	Iteration 38Q: 3 clusters Score -2747876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2747882.000000 Penalty: 4904.180176
	Iteration 39Q: 3 clusters Score -2747882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2747891.500000 Penalty: 4904.180176
	Iteration 40F: 3 clusters Score -2747892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2747901.000000 Penalty: 4904.180176
	Iteration 41Q: 3 clusters Score -2747901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2747909.250000 Penalty: 4904.180176
	Iteration 42Q: 3 clusters Score -2747909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2747913.750000 Penalty: 4904.180176
	Iteration 43Q: 3 clusters Score -2747914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2747919.500000 Penalty: 4904.180176
	Iteration 44Q: 3 clusters Score -2747920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2747922.750000 Penalty: 4904.180176
	Iteration 45Q: 3 clusters Score -2747923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2747920.250000 Penalty: 4904.180176
	Iteration 46Q: 3 clusters Score -2747920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2747917.750000 Penalty: 4904.180176
	Iteration 47Q: 3 clusters Score -2747918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2747923.750000 Penalty: 4904.180176
	Iteration 48Q: 3 clusters Score -2747924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2747921.000000 Penalty: 4904.180176
	Iteration 49Q: 3 clusters Score -2747921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2747922.000000 Penalty: 4904.180176
	Iteration 50Q: 3 clusters Score -2747922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2747925.250000 Penalty: 4904.180176
	Iteration 51Q: 3 clusters Score -2747925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2747924.000000 Penalty: 4904.180176
	Iteration 52Q: 3 clusters Score -2747924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2747929.500000 Penalty: 4904.180176
	Iteration 53Q: 3 clusters Score -2747930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2747932.000000 Penalty: 4904.180176
	Iteration 54Q: 3 clusters Score -2747932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2747932.250000 Penalty: 4904.180176
	Iteration 55Q: 3 clusters Score -2747932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2747933.000000 Penalty: 4904.180176
	Iteration 56Q: 3 clusters Score -2747933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2747937.500000 Penalty: 4904.180176
	Iteration 57Q: 3 clusters Score -2747938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2747939.000000 Penalty: 4904.180176
	Iteration 58Q: 3 clusters Score -2747939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2747935.500000 Penalty: 4904.180176
	Iteration 59Q: 3 clusters Score -2747936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2747942.500000 Penalty: 4904.180176
	Iteration 60F: 3 clusters Score -2747942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2747937.750000 Penalty: 4904.180176
	Iteration 61Q: 3 clusters Score -2747938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2747943.000000 Penalty: 4904.180176
	Iteration 62Q: 3 clusters Score -2747943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2747940.250000 Penalty: 4904.180176
	Iteration 63Q: 3 clusters Score -2747940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2747941.500000 Penalty: 4904.180176
	Iteration 64Q: 3 clusters Score -2747942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2747947.250000 Penalty: 4904.180176
	Iteration 65Q: 3 clusters Score -2747947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2747950.500000 Penalty: 4904.180176
	Iteration 66Q: 3 clusters Score -2747950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2747951.250000 Penalty: 4904.180176
	Iteration 67Q: 3 clusters Score -2747951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2747958.000000 Penalty: 4904.180176
	Iteration 68Q: 3 clusters Score -2747958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2747961.250000 Penalty: 4904.180176
	Iteration 69Q: 3 clusters Score -2747961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2747962.000000 Penalty: 4904.180176
	Iteration 70Q: 3 clusters Score -2747962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2747964.250000 Penalty: 4904.180176
	Iteration 71Q: 3 clusters Score -2747964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2747969.000000 Penalty: 4904.180176
	Iteration 72Q: 3 clusters Score -2747969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2747973.250000 Penalty: 4904.180176
	Iteration 73Q: 3 clusters Score -2747973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2747972.250000 Penalty: 4904.180176
	Iteration 74Q: 3 clusters Score -2747972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2747970.500000 Penalty: 4904.180176
	Iteration 75Q: 3 clusters Score -2747970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2747971.000000 Penalty: 4904.180176
	Iteration 76Q: 3 clusters Score -2747971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2747971.750000 Penalty: 4904.180176
	Iteration 77Q: 3 clusters Score -2747972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2747969.250000 Penalty: 4904.180176
	Iteration 78Q: 3 clusters Score -2747969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2747970.750000 Penalty: 4904.180176
	Iteration 79Q: 3 clusters Score -2747971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2747974.000000 Penalty: 4904.180176
	Iteration 80F: 3 clusters Score -2747974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2747976.750000 Penalty: 4904.180176
	Iteration 81Q: 3 clusters Score -2747977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2747980.750000 Penalty: 4904.180176
	Iteration 82Q: 3 clusters Score -2747981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2747979.000000 Penalty: 4904.180176
	Iteration 83Q: 3 clusters Score -2747979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2747979.000000 Penalty: 4904.180176
	Iteration 84F: 3 clusters Score -2747979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (121649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121649 members 
Entering Unmasked Estep 
Score: -16708939.000000 Penalty: 2903.805908
	Iteration 0F: 2 clusters Score -1.670894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 60582 members 
Entering Unmasked Estep 
Score: -16627208.000000 Penalty: 5807.611816
	Iteration 0F: 3 clusters Score -1.662721e+07 nChanged 58014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64085 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -16660424.000000 Penalty: 5807.611816
	Iteration 1F: 3 clusters Score -1.666042e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66049 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -16661533.000000 Penalty: 5807.611816
	Iteration 2Q: 3 clusters Score -1.666153e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68993 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -16662879.000000 Penalty: 5807.611816
	Iteration 3Q: 3 clusters Score -1.666288e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73483 members 
Mstep: Class 2 contains 48166 members 
Entering Unmasked Estep 
Score: -16665186.000000 Penalty: 5807.611816
	Iteration 4Q: 3 clusters Score -1.666519e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80079 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -16669065.000000 Penalty: 5807.611816
	Iteration 5F: 3 clusters Score -1.666906e+07 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89244 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -16675963.000000 Penalty: 5807.611816
	Iteration 6F: 3 clusters Score -1.667596e+07 nChanged 10979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100143 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -16685571.000000 Penalty: 5807.611816
	Iteration 7F: 3 clusters Score -1.668557e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110288 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -16695605.000000 Penalty: 5807.611816
	Iteration 8F: 3 clusters Score -1.66956e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116925 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -16702156.000000 Penalty: 5807.611816
	Iteration 9F: 3 clusters Score -1.670216e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119839 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -16705018.000000 Penalty: 5807.611816
	Iteration 10Q: 3 clusters Score -1.670502e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120747 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -16705951.000000 Penalty: 5807.611816
	Iteration 11Q: 3 clusters Score -1.670595e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120995 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -16706288.000000 Penalty: 5807.611816
	Iteration 12Q: 3 clusters Score -1.670629e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121082 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -16706479.000000 Penalty: 5807.611816
	Iteration 13Q: 3 clusters Score -1.670648e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121105 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -16706524.000000 Penalty: 5807.611816
	Iteration 14Q: 3 clusters Score -1.670652e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121118 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -16706559.000000 Penalty: 5807.611816
	Iteration 15Q: 3 clusters Score -1.670656e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121126 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -16706599.000000 Penalty: 5807.611816
	Iteration 16Q: 3 clusters Score -1.67066e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121128 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -16706610.000000 Penalty: 5807.611816
	Iteration 17Q: 3 clusters Score -1.670661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121130 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -16706624.000000 Penalty: 5807.611816
	Iteration 18Q: 3 clusters Score -1.670662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121137 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -16706635.000000 Penalty: 5807.611816
	Iteration 19Q: 3 clusters Score -1.670664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121142 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -16706649.000000 Penalty: 5807.611816
	Iteration 20F: 3 clusters Score -1.670665e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121145 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -16706650.000000 Penalty: 5807.611816
	Iteration 21Q: 3 clusters Score -1.670665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121145 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -16706650.000000 Penalty: 5807.611816
	Iteration 22Q: 3 clusters Score -1.670665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121144 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -16706649.000000 Penalty: 5807.611816
	Iteration 23Q: 3 clusters Score -1.670665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121142 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -16706643.000000 Penalty: 5807.611816
	Iteration 24Q: 3 clusters Score -1.670664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121142 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -16706643.000000 Penalty: 5807.611816
	Iteration 25F: 3 clusters Score -1.670664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Entering Unmasked Estep 
Score: -62056.703125 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -62056.7 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 279 members 
Entering Unmasked Estep 
Score: -60560.992188 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -60560.99 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60858.414062 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -60858.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -60953.113281 Penalty: 3114.146729
	Iteration 2F: 3 clusters Score -60953.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61017.902344 Penalty: 3114.146729
	Iteration 3Q: 3 clusters Score -61017.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61099.289062 Penalty: 3114.146729
	Iteration 4Q: 3 clusters Score -61099.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61155.140625 Penalty: 3114.146729
	Iteration 5Q: 3 clusters Score -61155.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61210.390625 Penalty: 3114.146729
	Iteration 6Q: 3 clusters Score -61210.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61242.906250 Penalty: 3114.146729
	Iteration 7Q: 3 clusters Score -61242.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61271.851562 Penalty: 3114.146729
	Iteration 8Q: 3 clusters Score -61271.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61279.777344 Penalty: 3114.146729
	Iteration 9Q: 3 clusters Score -61279.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61280.871094 Penalty: 3114.146729
	Iteration 10Q: 3 clusters Score -61280.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61280.871094 Penalty: 3114.146729
	Iteration 11F: 3 clusters Score -61280.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -70088.726562 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -70088.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68473.070312 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -68473.07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68751.976562 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -68751.98 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -68975.023438 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -68975.02 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -69241.320312 Penalty: 3166.219238
	Iteration 3F: 3 clusters Score -69241.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69485.796875 Penalty: 3166.219238
	Iteration 4F: 3 clusters Score -69485.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -69665.890625 Penalty: 3166.219238
	Iteration 5F: 3 clusters Score -69665.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69872.367188 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -69872.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -69952.398438 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -69952.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -70034.984375 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -70034.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -70081.359375 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -70081.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -70105.429688 Penalty: 3166.219238
	Iteration 10Q: 3 clusters Score -70105.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -70118.203125 Penalty: 3166.219238
	Iteration 11Q: 3 clusters Score -70118.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -70118.203125 Penalty: 3166.219238
	Iteration 12F: 3 clusters Score -70118.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 121072 members 
Mstep: Class 3 contains 176 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 8 contains 54598 members 
Mstep: Class 9 contains 14361 members 
Mstep: Class 10 contains 159618 members 
Mstep: Class 11 contains 19682 members 
Mstep: Class 12 contains 121649 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 416 members 
Mstep: Class 16 contains 38198 members 
Mstep: Class 17 contains 25021 members 
Mstep: Class 18 contains 53685 members 
Mstep: Class 19 contains 174606 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68270 members 
Entering Unmasked Estep 
Score: -116102736.000000 Penalty: 57601.605469
Splitting cluster 14 changes total score from -116104248.000000 to -116102736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (38198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Entering Unmasked Estep 
Score: -5318287.500000 Penalty: 2616.533447
	Iteration 0F: 2 clusters Score -5318288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -5292378.500000 Penalty: 5233.066895
	Iteration 0F: 3 clusters Score -5292378 nChanged 17346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -5301919.500000 Penalty: 5233.066895
	Iteration 1F: 3 clusters Score -5301920 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -5302331.000000 Penalty: 5233.066895
	Iteration 2Q: 3 clusters Score -5302331 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -5302673.500000 Penalty: 5233.066895
	Iteration 3Q: 3 clusters Score -5302674 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -5303022.500000 Penalty: 5233.066895
	Iteration 4Q: 3 clusters Score -5303022 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -5303322.500000 Penalty: 5233.066895
	Iteration 5Q: 3 clusters Score -5303322 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -5303636.000000 Penalty: 5233.066895
	Iteration 6Q: 3 clusters Score -5303636 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -5303951.500000 Penalty: 5233.066895
	Iteration 7Q: 3 clusters Score -5303952 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -5304378.000000 Penalty: 5233.066895
	Iteration 8Q: 3 clusters Score -5304378 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -5304870.500000 Penalty: 5233.066895
	Iteration 9Q: 3 clusters Score -5304870 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -5305583.500000 Penalty: 5233.066895
	Iteration 10Q: 3 clusters Score -5305584 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -5306522.000000 Penalty: 5233.066895
	Iteration 11Q: 3 clusters Score -5306522 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -5307768.500000 Penalty: 5233.066895
	Iteration 12F: 3 clusters Score -5307768 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -5309228.500000 Penalty: 5233.066895
	Iteration 13F: 3 clusters Score -5309228 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -5310737.500000 Penalty: 5233.066895
	Iteration 14F: 3 clusters Score -5310738 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -5311784.000000 Penalty: 5233.066895
	Iteration 15Q: 3 clusters Score -5311784 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -5312272.000000 Penalty: 5233.066895
	Iteration 16Q: 3 clusters Score -5312272 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -5312502.500000 Penalty: 5233.066895
	Iteration 17Q: 3 clusters Score -5312502 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -5312728.000000 Penalty: 5233.066895
	Iteration 18Q: 3 clusters Score -5312728 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -5312890.500000 Penalty: 5233.066895
	Iteration 19Q: 3 clusters Score -5312890 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -5313073.500000 Penalty: 5233.066895
	Iteration 20F: 3 clusters Score -5313074 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -5313224.000000 Penalty: 5233.066895
	Iteration 21Q: 3 clusters Score -5313224 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -5313367.500000 Penalty: 5233.066895
	Iteration 22Q: 3 clusters Score -5313368 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -5313466.000000 Penalty: 5233.066895
	Iteration 23Q: 3 clusters Score -5313466 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -5313604.000000 Penalty: 5233.066895
	Iteration 24Q: 3 clusters Score -5313604 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -5313718.500000 Penalty: 5233.066895
	Iteration 25Q: 3 clusters Score -5313718 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -5313821.500000 Penalty: 5233.066895
	Iteration 26Q: 3 clusters Score -5313822 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -5313932.500000 Penalty: 5233.066895
	Iteration 27Q: 3 clusters Score -5313932 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -5314046.500000 Penalty: 5233.066895
	Iteration 28Q: 3 clusters Score -5314046 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -5314172.500000 Penalty: 5233.066895
	Iteration 29Q: 3 clusters Score -5314172 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -5314268.500000 Penalty: 5233.066895
	Iteration 30Q: 3 clusters Score -5314268 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -5314372.500000 Penalty: 5233.066895
	Iteration 31Q: 3 clusters Score -5314372 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -5314438.000000 Penalty: 5233.066895
	Iteration 32Q: 3 clusters Score -5314438 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -5314544.000000 Penalty: 5233.066895
	Iteration 33Q: 3 clusters Score -5314544 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -5314648.500000 Penalty: 5233.066895
	Iteration 34Q: 3 clusters Score -5314648 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -5314721.000000 Penalty: 5233.066895
	Iteration 35Q: 3 clusters Score -5314721 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -5314818.000000 Penalty: 5233.066895
	Iteration 36Q: 3 clusters Score -5314818 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -5314925.500000 Penalty: 5233.066895
	Iteration 37Q: 3 clusters Score -5314926 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -5315002.000000 Penalty: 5233.066895
	Iteration 38Q: 3 clusters Score -5315002 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -5315107.000000 Penalty: 5233.066895
	Iteration 39Q: 3 clusters Score -5315107 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -5315215.000000 Penalty: 5233.066895
	Iteration 40F: 3 clusters Score -5315215 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -5315287.000000 Penalty: 5233.066895
	Iteration 41Q: 3 clusters Score -5315287 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -5315373.000000 Penalty: 5233.066895
	Iteration 42Q: 3 clusters Score -5315373 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -5315464.500000 Penalty: 5233.066895
	Iteration 43Q: 3 clusters Score -5315464 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -5315605.000000 Penalty: 5233.066895
	Iteration 44Q: 3 clusters Score -5315605 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -5315677.500000 Penalty: 5233.066895
	Iteration 45Q: 3 clusters Score -5315678 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -5315760.000000 Penalty: 5233.066895
	Iteration 46Q: 3 clusters Score -5315760 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -5315802.000000 Penalty: 5233.066895
	Iteration 47Q: 3 clusters Score -5315802 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -5315852.500000 Penalty: 5233.066895
	Iteration 48Q: 3 clusters Score -5315852 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -5315896.000000 Penalty: 5233.066895
	Iteration 49Q: 3 clusters Score -5315896 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -5315949.500000 Penalty: 5233.066895
	Iteration 50Q: 3 clusters Score -5315950 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -5315989.500000 Penalty: 5233.066895
	Iteration 51Q: 3 clusters Score -5315990 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -5316045.000000 Penalty: 5233.066895
	Iteration 52Q: 3 clusters Score -5316045 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -5316088.000000 Penalty: 5233.066895
	Iteration 53Q: 3 clusters Score -5316088 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -5316117.500000 Penalty: 5233.066895
	Iteration 54Q: 3 clusters Score -5316118 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -5316148.500000 Penalty: 5233.066895
	Iteration 55Q: 3 clusters Score -5316148 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -5316161.500000 Penalty: 5233.066895
	Iteration 56Q: 3 clusters Score -5316162 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -5316193.500000 Penalty: 5233.066895
	Iteration 57Q: 3 clusters Score -5316194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -5316196.000000 Penalty: 5233.066895
	Iteration 58Q: 3 clusters Score -5316196 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -5316204.500000 Penalty: 5233.066895
	Iteration 59Q: 3 clusters Score -5316204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -5316219.000000 Penalty: 5233.066895
	Iteration 60F: 3 clusters Score -5316219 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -5316233.000000 Penalty: 5233.066895
	Iteration 61Q: 3 clusters Score -5316233 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -5316246.500000 Penalty: 5233.066895
	Iteration 62Q: 3 clusters Score -5316246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -5316257.500000 Penalty: 5233.066895
	Iteration 63Q: 3 clusters Score -5316258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -5316262.000000 Penalty: 5233.066895
	Iteration 64Q: 3 clusters Score -5316262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -5316270.000000 Penalty: 5233.066895
	Iteration 65Q: 3 clusters Score -5316270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -5316283.000000 Penalty: 5233.066895
	Iteration 66Q: 3 clusters Score -5316283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -5316280.500000 Penalty: 5233.066895
	Iteration 67Q: 3 clusters Score -5316280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -5316286.500000 Penalty: 5233.066895
	Iteration 68Q: 3 clusters Score -5316286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -5316296.500000 Penalty: 5233.066895
	Iteration 69Q: 3 clusters Score -5316296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -5316291.000000 Penalty: 5233.066895
	Iteration 70Q: 3 clusters Score -5316291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -5316301.000000 Penalty: 5233.066895
	Iteration 71Q: 3 clusters Score -5316301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -5316306.000000 Penalty: 5233.066895
	Iteration 72Q: 3 clusters Score -5316306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -5316304.500000 Penalty: 5233.066895
	Iteration 73Q: 3 clusters Score -5316304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -5316306.000000 Penalty: 5233.066895
	Iteration 74Q: 3 clusters Score -5316306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -5316317.000000 Penalty: 5233.066895
	Iteration 75Q: 3 clusters Score -5316317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -5316320.500000 Penalty: 5233.066895
	Iteration 76Q: 3 clusters Score -5316320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -5316329.500000 Penalty: 5233.066895
	Iteration 77Q: 3 clusters Score -5316330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -5316334.500000 Penalty: 5233.066895
	Iteration 78Q: 3 clusters Score -5316334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -5316336.500000 Penalty: 5233.066895
	Iteration 79Q: 3 clusters Score -5316336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -5316336.500000 Penalty: 5233.066895
	Iteration 80F: 3 clusters Score -5316336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -5316340.500000 Penalty: 5233.066895
	Iteration 81Q: 3 clusters Score -5316340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -5316349.500000 Penalty: 5233.066895
	Iteration 82Q: 3 clusters Score -5316350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -5316361.000000 Penalty: 5233.066895
	Iteration 83Q: 3 clusters Score -5316361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -5316371.000000 Penalty: 5233.066895
	Iteration 84Q: 3 clusters Score -5316371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -5316365.500000 Penalty: 5233.066895
	Iteration 85Q: 3 clusters Score -5316366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -5316366.000000 Penalty: 5233.066895
	Iteration 86Q: 3 clusters Score -5316366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -5316371.500000 Penalty: 5233.066895
	Iteration 87Q: 3 clusters Score -5316372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -5316382.000000 Penalty: 5233.066895
	Iteration 88Q: 3 clusters Score -5316382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -5316384.000000 Penalty: 5233.066895
	Iteration 89Q: 3 clusters Score -5316384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -5316389.500000 Penalty: 5233.066895
	Iteration 90Q: 3 clusters Score -5316390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -5316398.500000 Penalty: 5233.066895
	Iteration 91Q: 3 clusters Score -5316398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -5316400.000000 Penalty: 5233.066895
	Iteration 92Q: 3 clusters Score -5316400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -5316400.500000 Penalty: 5233.066895
	Iteration 93Q: 3 clusters Score -5316400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -5316402.500000 Penalty: 5233.066895
	Iteration 94Q: 3 clusters Score -5316402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -5316403.500000 Penalty: 5233.066895
	Iteration 95Q: 3 clusters Score -5316404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -5316401.500000 Penalty: 5233.066895
	Iteration 96Q: 3 clusters Score -5316402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -5316411.500000 Penalty: 5233.066895
	Iteration 97Q: 3 clusters Score -5316412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -5316412.500000 Penalty: 5233.066895
	Iteration 98Q: 3 clusters Score -5316412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -5316410.000000 Penalty: 5233.066895
	Iteration 99Q: 3 clusters Score -5316410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -5316404.500000 Penalty: 5233.066895
	Iteration 100F: 3 clusters Score -5316404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -5316409.500000 Penalty: 5233.066895
	Iteration 101Q: 3 clusters Score -5316410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -5316408.500000 Penalty: 5233.066895
	Iteration 102Q: 3 clusters Score -5316408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -5316408.500000 Penalty: 5233.066895
	Iteration 103F: 3 clusters Score -5316408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Entering Unmasked Estep 
Score: -3490575.250000 Penalty: 2511.612793
	Iteration 0F: 2 clusters Score -3490575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -3473413.750000 Penalty: 5023.225586
	Iteration 0F: 3 clusters Score -3473414 nChanged 11046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -3479272.500000 Penalty: 5023.225586
	Iteration 1F: 3 clusters Score -3479272 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -3479605.750000 Penalty: 5023.225586
	Iteration 2Q: 3 clusters Score -3479606 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -3479868.000000 Penalty: 5023.225586
	Iteration 3Q: 3 clusters Score -3479868 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -3480055.250000 Penalty: 5023.225586
	Iteration 4Q: 3 clusters Score -3480055 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -3480201.750000 Penalty: 5023.225586
	Iteration 5Q: 3 clusters Score -3480202 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -3480319.000000 Penalty: 5023.225586
	Iteration 6Q: 3 clusters Score -3480319 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -3480405.500000 Penalty: 5023.225586
	Iteration 7Q: 3 clusters Score -3480406 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -3480502.750000 Penalty: 5023.225586
	Iteration 8Q: 3 clusters Score -3480503 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -3480608.250000 Penalty: 5023.225586
	Iteration 9Q: 3 clusters Score -3480608 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3480718.000000 Penalty: 5023.225586
	Iteration 10Q: 3 clusters Score -3480718 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -3480871.750000 Penalty: 5023.225586
	Iteration 11Q: 3 clusters Score -3480872 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3481007.500000 Penalty: 5023.225586
	Iteration 12Q: 3 clusters Score -3481008 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -3481173.000000 Penalty: 5023.225586
	Iteration 13Q: 3 clusters Score -3481173 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -3481410.000000 Penalty: 5023.225586
	Iteration 14Q: 3 clusters Score -3481410 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -3481732.250000 Penalty: 5023.225586
	Iteration 15Q: 3 clusters Score -3481732 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -3482200.750000 Penalty: 5023.225586
	Iteration 16Q: 3 clusters Score -3482201 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -3482863.000000 Penalty: 5023.225586
	Iteration 17Q: 3 clusters Score -3482863 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -3483811.250000 Penalty: 5023.225586
	Iteration 18F: 3 clusters Score -3483811 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -3484880.750000 Penalty: 5023.225586
	Iteration 19F: 3 clusters Score -3484881 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -3485855.250000 Penalty: 5023.225586
	Iteration 20F: 3 clusters Score -3485855 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -3486580.500000 Penalty: 5023.225586
	Iteration 21Q: 3 clusters Score -3486580 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -3487039.750000 Penalty: 5023.225586
	Iteration 22Q: 3 clusters Score -3487040 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -3487312.000000 Penalty: 5023.225586
	Iteration 23Q: 3 clusters Score -3487312 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -3487450.500000 Penalty: 5023.225586
	Iteration 24Q: 3 clusters Score -3487450 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -3487563.750000 Penalty: 5023.225586
	Iteration 25Q: 3 clusters Score -3487564 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -3487650.750000 Penalty: 5023.225586
	Iteration 26Q: 3 clusters Score -3487651 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -3487752.000000 Penalty: 5023.225586
	Iteration 27Q: 3 clusters Score -3487752 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -3487850.500000 Penalty: 5023.225586
	Iteration 28Q: 3 clusters Score -3487850 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -3487930.000000 Penalty: 5023.225586
	Iteration 29Q: 3 clusters Score -3487930 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -3488002.000000 Penalty: 5023.225586
	Iteration 30Q: 3 clusters Score -3488002 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -3488054.250000 Penalty: 5023.225586
	Iteration 31Q: 3 clusters Score -3488054 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -3488105.250000 Penalty: 5023.225586
	Iteration 32Q: 3 clusters Score -3488105 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -3488159.000000 Penalty: 5023.225586
	Iteration 33Q: 3 clusters Score -3488159 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3488194.500000 Penalty: 5023.225586
	Iteration 34Q: 3 clusters Score -3488194 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -3488219.250000 Penalty: 5023.225586
	Iteration 35Q: 3 clusters Score -3488219 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -3488248.750000 Penalty: 5023.225586
	Iteration 36Q: 3 clusters Score -3488249 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -3488276.000000 Penalty: 5023.225586
	Iteration 37Q: 3 clusters Score -3488276 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -3488298.000000 Penalty: 5023.225586
	Iteration 38Q: 3 clusters Score -3488298 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -3488310.500000 Penalty: 5023.225586
	Iteration 39Q: 3 clusters Score -3488310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -3488324.250000 Penalty: 5023.225586
	Iteration 40F: 3 clusters Score -3488324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3488327.250000 Penalty: 5023.225586
	Iteration 41Q: 3 clusters Score -3488327 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -3488337.500000 Penalty: 5023.225586
	Iteration 42Q: 3 clusters Score -3488338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -3488350.750000 Penalty: 5023.225586
	Iteration 43Q: 3 clusters Score -3488351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -3488359.750000 Penalty: 5023.225586
	Iteration 44Q: 3 clusters Score -3488360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -3488375.250000 Penalty: 5023.225586
	Iteration 45Q: 3 clusters Score -3488375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -3488391.250000 Penalty: 5023.225586
	Iteration 46Q: 3 clusters Score -3488391 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -3488396.250000 Penalty: 5023.225586
	Iteration 47Q: 3 clusters Score -3488396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -3488403.750000 Penalty: 5023.225586
	Iteration 48Q: 3 clusters Score -3488404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -3488408.250000 Penalty: 5023.225586
	Iteration 49Q: 3 clusters Score -3488408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -3488409.500000 Penalty: 5023.225586
	Iteration 50Q: 3 clusters Score -3488410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -3488423.000000 Penalty: 5023.225586
	Iteration 51Q: 3 clusters Score -3488423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -3488427.250000 Penalty: 5023.225586
	Iteration 52Q: 3 clusters Score -3488427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -3488430.000000 Penalty: 5023.225586
	Iteration 53Q: 3 clusters Score -3488430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -3488430.250000 Penalty: 5023.225586
	Iteration 54Q: 3 clusters Score -3488430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -3488435.000000 Penalty: 5023.225586
	Iteration 55Q: 3 clusters Score -3488435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -3488437.250000 Penalty: 5023.225586
	Iteration 56Q: 3 clusters Score -3488437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -3488442.500000 Penalty: 5023.225586
	Iteration 57Q: 3 clusters Score -3488442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3488447.250000 Penalty: 5023.225586
	Iteration 58Q: 3 clusters Score -3488447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3488447.250000 Penalty: 5023.225586
	Iteration 59F: 3 clusters Score -3488447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (53685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Entering Unmasked Estep 
Score: -7470209.000000 Penalty: 2700.940430
	Iteration 0F: 2 clusters Score -7470209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -7434052.000000 Penalty: 5401.880859
	Iteration 0F: 3 clusters Score -7434052 nChanged 24823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -7447647.500000 Penalty: 5401.880859
	Iteration 1F: 3 clusters Score -7447648 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -7448119.000000 Penalty: 5401.880859
	Iteration 2Q: 3 clusters Score -7448119 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -7448665.000000 Penalty: 5401.880859
	Iteration 3Q: 3 clusters Score -7448665 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -7449381.500000 Penalty: 5401.880859
	Iteration 4Q: 3 clusters Score -7449382 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -7450581.000000 Penalty: 5401.880859
	Iteration 5Q: 3 clusters Score -7450581 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -7452717.000000 Penalty: 5401.880859
	Iteration 6F: 3 clusters Score -7452717 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -7456220.000000 Penalty: 5401.880859
	Iteration 7F: 3 clusters Score -7456220 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -7460818.500000 Penalty: 5401.880859
	Iteration 8F: 3 clusters Score -7460818 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -7464828.000000 Penalty: 5401.880859
	Iteration 9F: 3 clusters Score -7464828 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -7467023.000000 Penalty: 5401.880859
	Iteration 10Q: 3 clusters Score -7467023 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 53063 members 
Entering Unmasked Estep 
Score: -7467921.500000 Penalty: 5401.880859
	Iteration 11Q: 3 clusters Score -7467922 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -7468291.000000 Penalty: 5401.880859
	Iteration 12Q: 3 clusters Score -7468291 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 53266 members 
Entering Unmasked Estep 
Score: -7468481.000000 Penalty: 5401.880859
	Iteration 13Q: 3 clusters Score -7468481 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 53266 members 
Entering Unmasked Estep 
Score: -7468575.000000 Penalty: 5401.880859
	Iteration 14Q: 3 clusters Score -7468575 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 53244 members 
Entering Unmasked Estep 
Score: -7468632.000000 Penalty: 5401.880859
	Iteration 15Q: 3 clusters Score -7468632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 53234 members 
Entering Unmasked Estep 
Score: -7468647.500000 Penalty: 5401.880859
	Iteration 16Q: 3 clusters Score -7468648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -7468656.500000 Penalty: 5401.880859
	Iteration 17Q: 3 clusters Score -7468656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -7468667.000000 Penalty: 5401.880859
	Iteration 18Q: 3 clusters Score -7468667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 53226 members 
Entering Unmasked Estep 
Score: -7468675.500000 Penalty: 5401.880859
	Iteration 19Q: 3 clusters Score -7468676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -7468731.000000 Penalty: 5401.880859
	Iteration 20F: 3 clusters Score -7468731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -7468755.000000 Penalty: 5401.880859
	Iteration 21Q: 3 clusters Score -7468755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -7468771.000000 Penalty: 5401.880859
	Iteration 22Q: 3 clusters Score -7468771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 53186 members 
Entering Unmasked Estep 
Score: -7468787.500000 Penalty: 5401.880859
	Iteration 23Q: 3 clusters Score -7468788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -7468801.000000 Penalty: 5401.880859
	Iteration 24Q: 3 clusters Score -7468801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -7468804.500000 Penalty: 5401.880859
	Iteration 25Q: 3 clusters Score -7468804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 53175 members 
Entering Unmasked Estep 
Score: -7468808.500000 Penalty: 5401.880859
	Iteration 26Q: 3 clusters Score -7468808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 53172 members 
Entering Unmasked Estep 
Score: -7468808.000000 Penalty: 5401.880859
	Iteration 27Q: 3 clusters Score -7468808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 53165 members 
Entering Unmasked Estep 
Score: -7468810.000000 Penalty: 5401.880859
	Iteration 28Q: 3 clusters Score -7468810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 53158 members 
Entering Unmasked Estep 
Score: -7468814.500000 Penalty: 5401.880859
	Iteration 29Q: 3 clusters Score -7468814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 53153 members 
Entering Unmasked Estep 
Score: -7468813.500000 Penalty: 5401.880859
	Iteration 30Q: 3 clusters Score -7468814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -7468816.500000 Penalty: 5401.880859
	Iteration 31Q: 3 clusters Score -7468816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -7468816.500000 Penalty: 5401.880859
	Iteration 32F: 3 clusters Score -7468816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (174606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174606 members 
Entering Unmasked Estep 
Score: -23950586.000000 Penalty: 2993.431396
	Iteration 0F: 2 clusters Score -2.395059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87249 members 
Mstep: Class 2 contains 87357 members 
Entering Unmasked Estep 
Score: -23837358.000000 Penalty: 5986.862793
	Iteration 0F: 3 clusters Score -2.383736e+07 nChanged 83670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85211 members 
Mstep: Class 2 contains 89395 members 
Entering Unmasked Estep 
Score: -23885270.000000 Penalty: 5986.862793
	Iteration 1F: 3 clusters Score -2.388527e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83969 members 
Mstep: Class 2 contains 90637 members 
Entering Unmasked Estep 
Score: -23886020.000000 Penalty: 5986.862793
	Iteration 2Q: 3 clusters Score -2.388602e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82205 members 
Mstep: Class 2 contains 92401 members 
Entering Unmasked Estep 
Score: -23886726.000000 Penalty: 5986.862793
	Iteration 3Q: 3 clusters Score -2.388673e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79450 members 
Mstep: Class 2 contains 95156 members 
Entering Unmasked Estep 
Score: -23887818.000000 Penalty: 5986.862793
	Iteration 4Q: 3 clusters Score -2.388782e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75163 members 
Mstep: Class 2 contains 99443 members 
Entering Unmasked Estep 
Score: -23889380.000000 Penalty: 5986.862793
	Iteration 5Q: 3 clusters Score -2.388938e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 106001 members 
Entering Unmasked Estep 
Score: -23892168.000000 Penalty: 5986.862793
	Iteration 6Q: 3 clusters Score -2.389217e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59204 members 
Mstep: Class 2 contains 115402 members 
Entering Unmasked Estep 
Score: -23897506.000000 Penalty: 5986.862793
	Iteration 7F: 3 clusters Score -2.389751e+07 nChanged 13136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 128170 members 
Entering Unmasked Estep 
Score: -23906916.000000 Penalty: 5986.862793
	Iteration 8F: 3 clusters Score -2.390692e+07 nChanged 15572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 143464 members 
Entering Unmasked Estep 
Score: -23921182.000000 Penalty: 5986.862793
	Iteration 9F: 3 clusters Score -2.392118e+07 nChanged 14567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 157881 members 
Entering Unmasked Estep 
Score: -23935210.000000 Penalty: 5986.862793
	Iteration 10F: 3 clusters Score -2.393521e+07 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 167416 members 
Entering Unmasked Estep 
Score: -23943202.000000 Penalty: 5986.862793
	Iteration 11F: 3 clusters Score -2.39432e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 171898 members 
Entering Unmasked Estep 
Score: -23946588.000000 Penalty: 5986.862793
	Iteration 12Q: 3 clusters Score -2.394659e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 173484 members 
Entering Unmasked Estep 
Score: -23947606.000000 Penalty: 5986.862793
	Iteration 13Q: 3 clusters Score -2.394761e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 173971 members 
Entering Unmasked Estep 
Score: -23947916.000000 Penalty: 5986.862793
	Iteration 14Q: 3 clusters Score -2.394792e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 174129 members 
Entering Unmasked Estep 
Score: -23947992.000000 Penalty: 5986.862793
	Iteration 15Q: 3 clusters Score -2.394799e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 174184 members 
Entering Unmasked Estep 
Score: -23948090.000000 Penalty: 5986.862793
	Iteration 16Q: 3 clusters Score -2.394809e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 174209 members 
Entering Unmasked Estep 
Score: -23948114.000000 Penalty: 5986.862793
	Iteration 17Q: 3 clusters Score -2.394811e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 174225 members 
Entering Unmasked Estep 
Score: -23948150.000000 Penalty: 5986.862793
	Iteration 18Q: 3 clusters Score -2.394815e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 174239 members 
Entering Unmasked Estep 
Score: -23948158.000000 Penalty: 5986.862793
	Iteration 19Q: 3 clusters Score -2.394816e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 174246 members 
Entering Unmasked Estep 
Score: -23948176.000000 Penalty: 5986.862793
	Iteration 20F: 3 clusters Score -2.394818e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 174252 members 
Entering Unmasked Estep 
Score: -23948184.000000 Penalty: 5986.862793
	Iteration 21Q: 3 clusters Score -2.394818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 174257 members 
Entering Unmasked Estep 
Score: -23948180.000000 Penalty: 5986.862793
	Iteration 22Q: 3 clusters Score -2.394818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 174264 members 
Entering Unmasked Estep 
Score: -23948174.000000 Penalty: 5986.862793
	Iteration 23Q: 3 clusters Score -2.394817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 174269 members 
Entering Unmasked Estep 
Score: -23948172.000000 Penalty: 5986.862793
	Iteration 24Q: 3 clusters Score -2.394817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 174270 members 
Entering Unmasked Estep 
Score: -23948172.000000 Penalty: 5986.862793
	Iteration 25Q: 3 clusters Score -2.394817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 174271 members 
Entering Unmasked Estep 
Score: -23948186.000000 Penalty: 5986.862793
	Iteration 26Q: 3 clusters Score -2.394819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 174274 members 
Entering Unmasked Estep 
Score: -23948190.000000 Penalty: 5986.862793
	Iteration 27Q: 3 clusters Score -2.394819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 174275 members 
Entering Unmasked Estep 
Score: -23948192.000000 Penalty: 5986.862793
	Iteration 28Q: 3 clusters Score -2.394819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 174276 members 
Entering Unmasked Estep 
Score: -23948184.000000 Penalty: 5986.862793
	Iteration 29Q: 3 clusters Score -2.394818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 174278 members 
Entering Unmasked Estep 
Score: -23948204.000000 Penalty: 5986.862793
	Iteration 30Q: 3 clusters Score -2.39482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 174275 members 
Entering Unmasked Estep 
Score: -23948200.000000 Penalty: 5986.862793
	Iteration 31Q: 3 clusters Score -2.39482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 174274 members 
Entering Unmasked Estep 
Score: -23948214.000000 Penalty: 5986.862793
	Iteration 32Q: 3 clusters Score -2.394821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 174276 members 
Entering Unmasked Estep 
Score: -23948202.000000 Penalty: 5986.862793
	Iteration 33Q: 3 clusters Score -2.39482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 174278 members 
Entering Unmasked Estep 
Score: -23948212.000000 Penalty: 5986.862793
	Iteration 34Q: 3 clusters Score -2.394821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 174279 members 
Entering Unmasked Estep 
Score: -23948206.000000 Penalty: 5986.862793
	Iteration 35Q: 3 clusters Score -2.394821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 174280 members 
Entering Unmasked Estep 
Score: -23948216.000000 Penalty: 5986.862793
	Iteration 36Q: 3 clusters Score -2.394822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 174279 members 
Entering Unmasked Estep 
Score: -23948208.000000 Penalty: 5986.862793
	Iteration 37Q: 3 clusters Score -2.394821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 174280 members 
Entering Unmasked Estep 
Score: -23948212.000000 Penalty: 5986.862793
	Iteration 38Q: 3 clusters Score -2.394821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 174280 members 
Entering Unmasked Estep 
Score: -23948212.000000 Penalty: 5986.862793
	Iteration 39F: 3 clusters Score -2.394821e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Entering Unmasked Estep 
Score: -122492.906250 Penalty: 1702.999512
	Iteration 0F: 2 clusters Score -122492.9 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 453 members 
Entering Unmasked Estep 
Score: -120586.000000 Penalty: 3405.999023
	Iteration 0F: 3 clusters Score -120586 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -120897.296875 Penalty: 3405.999023
	Iteration 1F: 3 clusters Score -120897.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -121023.101562 Penalty: 3405.999023
	Iteration 2F: 3 clusters Score -121023.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -121098.593750 Penalty: 3405.999023
	Iteration 3Q: 3 clusters Score -121098.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -121139.968750 Penalty: 3405.999023
	Iteration 4Q: 3 clusters Score -121140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -121152.796875 Penalty: 3405.999023
	Iteration 5Q: 3 clusters Score -121152.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -121163.468750 Penalty: 3405.999023
	Iteration 6Q: 3 clusters Score -121163.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -121167.304688 Penalty: 3405.999023
	Iteration 7Q: 3 clusters Score -121167.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -121172.679688 Penalty: 3405.999023
	Iteration 8Q: 3 clusters Score -121172.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -121173.390625 Penalty: 3405.999023
	Iteration 9Q: 3 clusters Score -121173.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -121174.859375 Penalty: 3405.999023
	Iteration 10Q: 3 clusters Score -121174.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -121176.273438 Penalty: 3405.999023
	Iteration 11Q: 3 clusters Score -121176.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -121179.023438 Penalty: 3405.999023
	Iteration 12Q: 3 clusters Score -121179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -121181.320312 Penalty: 3405.999023
	Iteration 13Q: 3 clusters Score -121181.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -121188.578125 Penalty: 3405.999023
	Iteration 14Q: 3 clusters Score -121188.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -121194.070312 Penalty: 3405.999023
	Iteration 15Q: 3 clusters Score -121194.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -121194.742188 Penalty: 3405.999023
	Iteration 16Q: 3 clusters Score -121194.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -121194.742188 Penalty: 3405.999023
	Iteration 17F: 3 clusters Score -121194.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (68270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68270 members 
Entering Unmasked Estep 
Score: -9433343.000000 Penalty: 2760.543945
	Iteration 0F: 2 clusters Score -9433343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -9387675.000000 Penalty: 5521.087891
	Iteration 0F: 3 clusters Score -9387675 nChanged 31763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -9405184.000000 Penalty: 5521.087891
	Iteration 1F: 3 clusters Score -9405184 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -9405691.000000 Penalty: 5521.087891
	Iteration 2Q: 3 clusters Score -9405691 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -9406124.000000 Penalty: 5521.087891
	Iteration 3Q: 3 clusters Score -9406124 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -9406522.000000 Penalty: 5521.087891
	Iteration 4Q: 3 clusters Score -9406522 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -9406877.000000 Penalty: 5521.087891
	Iteration 5Q: 3 clusters Score -9406877 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -9407321.000000 Penalty: 5521.087891
	Iteration 6Q: 3 clusters Score -9407321 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -9407823.000000 Penalty: 5521.087891
	Iteration 7Q: 3 clusters Score -9407823 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -9408603.000000 Penalty: 5521.087891
	Iteration 8Q: 3 clusters Score -9408603 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -9409677.000000 Penalty: 5521.087891
	Iteration 9Q: 3 clusters Score -9409677 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -9411193.000000 Penalty: 5521.087891
	Iteration 10Q: 3 clusters Score -9411193 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -9413406.000000 Penalty: 5521.087891
	Iteration 11Q: 3 clusters Score -9413406 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -9416142.000000 Penalty: 5521.087891
	Iteration 12F: 3 clusters Score -9416142 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -9419183.000000 Penalty: 5521.087891
	Iteration 13F: 3 clusters Score -9419183 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -9421465.000000 Penalty: 5521.087891
	Iteration 14Q: 3 clusters Score -9421465 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 52613 members 
Entering Unmasked Estep 
Score: -9422996.000000 Penalty: 5521.087891
	Iteration 15Q: 3 clusters Score -9422996 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -9423965.000000 Penalty: 5521.087891
	Iteration 16Q: 3 clusters Score -9423965 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 55426 members 
Entering Unmasked Estep 
Score: -9424656.000000 Penalty: 5521.087891
	Iteration 17Q: 3 clusters Score -9424656 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -9425302.000000 Penalty: 5521.087891
	Iteration 18Q: 3 clusters Score -9425302 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 58150 members 
Entering Unmasked Estep 
Score: -9425931.000000 Penalty: 5521.087891
	Iteration 19Q: 3 clusters Score -9425931 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 59490 members 
Entering Unmasked Estep 
Score: -9426536.000000 Penalty: 5521.087891
	Iteration 20F: 3 clusters Score -9426536 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -9427169.000000 Penalty: 5521.087891
	Iteration 21Q: 3 clusters Score -9427169 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 61903 members 
Entering Unmasked Estep 
Score: -9427789.000000 Penalty: 5521.087891
	Iteration 22Q: 3 clusters Score -9427789 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 62912 members 
Entering Unmasked Estep 
Score: -9428363.000000 Penalty: 5521.087891
	Iteration 23Q: 3 clusters Score -9428363 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 63842 members 
Entering Unmasked Estep 
Score: -9428883.000000 Penalty: 5521.087891
	Iteration 24Q: 3 clusters Score -9428883 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 64638 members 
Entering Unmasked Estep 
Score: -9429289.000000 Penalty: 5521.087891
	Iteration 25Q: 3 clusters Score -9429289 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 65276 members 
Entering Unmasked Estep 
Score: -9429669.000000 Penalty: 5521.087891
	Iteration 26Q: 3 clusters Score -9429669 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 65810 members 
Entering Unmasked Estep 
Score: -9429962.000000 Penalty: 5521.087891
	Iteration 27Q: 3 clusters Score -9429962 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 66247 members 
Entering Unmasked Estep 
Score: -9430189.000000 Penalty: 5521.087891
	Iteration 28Q: 3 clusters Score -9430189 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 66555 members 
Entering Unmasked Estep 
Score: -9430360.000000 Penalty: 5521.087891
	Iteration 29Q: 3 clusters Score -9430360 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 66788 members 
Entering Unmasked Estep 
Score: -9430497.000000 Penalty: 5521.087891
	Iteration 30Q: 3 clusters Score -9430497 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 66972 members 
Entering Unmasked Estep 
Score: -9430624.000000 Penalty: 5521.087891
	Iteration 31Q: 3 clusters Score -9430624 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 67102 members 
Entering Unmasked Estep 
Score: -9430711.000000 Penalty: 5521.087891
	Iteration 32Q: 3 clusters Score -9430711 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 67217 members 
Entering Unmasked Estep 
Score: -9430778.000000 Penalty: 5521.087891
	Iteration 33Q: 3 clusters Score -9430778 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 67292 members 
Entering Unmasked Estep 
Score: -9430810.000000 Penalty: 5521.087891
	Iteration 34Q: 3 clusters Score -9430810 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 67361 members 
Entering Unmasked Estep 
Score: -9430875.000000 Penalty: 5521.087891
	Iteration 35Q: 3 clusters Score -9430875 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 67419 members 
Entering Unmasked Estep 
Score: -9430913.000000 Penalty: 5521.087891
	Iteration 36Q: 3 clusters Score -9430913 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 67462 members 
Entering Unmasked Estep 
Score: -9430964.000000 Penalty: 5521.087891
	Iteration 37Q: 3 clusters Score -9430964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 67517 members 
Entering Unmasked Estep 
Score: -9430991.000000 Penalty: 5521.087891
	Iteration 38Q: 3 clusters Score -9430991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 67551 members 
Entering Unmasked Estep 
Score: -9431015.000000 Penalty: 5521.087891
	Iteration 39Q: 3 clusters Score -9431015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 67570 members 
Entering Unmasked Estep 
Score: -9431024.000000 Penalty: 5521.087891
	Iteration 40F: 3 clusters Score -9431024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 67586 members 
Entering Unmasked Estep 
Score: -9431040.000000 Penalty: 5521.087891
	Iteration 41Q: 3 clusters Score -9431040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 67593 members 
Entering Unmasked Estep 
Score: -9431049.000000 Penalty: 5521.087891
	Iteration 42Q: 3 clusters Score -9431049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 67602 members 
Entering Unmasked Estep 
Score: -9431062.000000 Penalty: 5521.087891
	Iteration 43Q: 3 clusters Score -9431062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 67607 members 
Entering Unmasked Estep 
Score: -9431069.000000 Penalty: 5521.087891
	Iteration 44Q: 3 clusters Score -9431069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 67610 members 
Entering Unmasked Estep 
Score: -9431072.000000 Penalty: 5521.087891
	Iteration 45Q: 3 clusters Score -9431072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 67612 members 
Entering Unmasked Estep 
Score: -9431071.000000 Penalty: 5521.087891
	Iteration 46Q: 3 clusters Score -9431071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 67614 members 
Entering Unmasked Estep 
Score: -9431068.000000 Penalty: 5521.087891
	Iteration 47Q: 3 clusters Score -9431068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 67616 members 
Entering Unmasked Estep 
Score: -9431066.000000 Penalty: 5521.087891
	Iteration 48Q: 3 clusters Score -9431066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 67617 members 
Entering Unmasked Estep 
Score: -9431063.000000 Penalty: 5521.087891
	Iteration 49Q: 3 clusters Score -9431063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 67617 members 
Entering Unmasked Estep 
Score: -9431063.000000 Penalty: 5521.087891
	Iteration 50F: 3 clusters Score -9431063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 121072 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 8 contains 54598 members 
Mstep: Class 9 contains 14361 members 
Mstep: Class 10 contains 159618 members 
Mstep: Class 11 contains 19682 members 
Mstep: Class 12 contains 121649 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38198 members 
Mstep: Class 17 contains 25021 members 
Mstep: Class 18 contains 53685 members 
Mstep: Class 19 contains 174606 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104520.000000 Penalty: 54213.273438
Iteration 159Q: 17 clusters Score -1.161045e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 120689 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 8 contains 54647 members 
Mstep: Class 9 contains 14350 members 
Mstep: Class 10 contains 159604 members 
Mstep: Class 11 contains 19672 members 
Mstep: Class 12 contains 122179 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38180 members 
Mstep: Class 17 contains 25003 members 
Mstep: Class 18 contains 53679 members 
Mstep: Class 19 contains 174461 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104504.000000 Penalty: 54213.273438
Iteration 160F: 17 clusters Score -1.161045e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 120284 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 8 contains 54693 members 
Mstep: Class 9 contains 14351 members 
Mstep: Class 10 contains 159569 members 
Mstep: Class 11 contains 19648 members 
Mstep: Class 12 contains 122722 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38162 members 
Mstep: Class 17 contains 24977 members 
Mstep: Class 18 contains 53676 members 
Mstep: Class 19 contains 174346 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104664.000000 Penalty: 54213.273438
Iteration 161Q: 17 clusters Score -1.161047e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 119889 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 8 contains 54749 members 
Mstep: Class 9 contains 14354 members 
Mstep: Class 10 contains 159518 members 
Mstep: Class 11 contains 19639 members 
Mstep: Class 12 contains 123252 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38130 members 
Mstep: Class 17 contains 24971 members 
Mstep: Class 18 contains 53663 members 
Mstep: Class 19 contains 174214 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104928.000000 Penalty: 54213.273438
Iteration 162Q: 17 clusters Score -1.161049e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 119497 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 8 contains 54802 members 
Mstep: Class 9 contains 14355 members 
Mstep: Class 10 contains 159502 members 
Mstep: Class 11 contains 19619 members 
Mstep: Class 12 contains 123790 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38106 members 
Mstep: Class 17 contains 24948 members 
Mstep: Class 18 contains 53651 members 
Mstep: Class 19 contains 174071 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 68419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104936.000000 Penalty: 54213.273438
Iteration 163Q: 17 clusters Score -1.161049e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 119068 members 
Mstep: Class 4 contains 4163 members 
Mstep: Class 8 contains 54842 members 
Mstep: Class 9 contains 14362 members 
Mstep: Class 10 contains 159534 members 
Mstep: Class 11 contains 19599 members 
Mstep: Class 12 contains 124334 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38084 members 
Mstep: Class 17 contains 24921 members 
Mstep: Class 18 contains 53638 members 
Mstep: Class 19 contains 173936 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 68440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104992.000000 Penalty: 54213.273438
Iteration 164Q: 17 clusters Score -1.16105e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 118663 members 
Mstep: Class 4 contains 4165 members 
Mstep: Class 8 contains 54898 members 
Mstep: Class 9 contains 14369 members 
Mstep: Class 10 contains 159539 members 
Mstep: Class 11 contains 19576 members 
Mstep: Class 12 contains 124902 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38047 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 53624 members 
Mstep: Class 19 contains 173776 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 68470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104904.000000 Penalty: 54213.273438
Iteration 165Q: 17 clusters Score -1.161049e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 118252 members 
Mstep: Class 4 contains 4169 members 
Mstep: Class 8 contains 54956 members 
Mstep: Class 9 contains 14374 members 
Mstep: Class 10 contains 159522 members 
Mstep: Class 11 contains 19548 members 
Mstep: Class 12 contains 125503 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 38019 members 
Mstep: Class 17 contains 24863 members 
Mstep: Class 18 contains 53591 members 
Mstep: Class 19 contains 173624 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 68501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105256.000000 Penalty: 54213.273438
Iteration 166Q: 17 clusters Score -1.161053e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 117879 members 
Mstep: Class 4 contains 4175 members 
Mstep: Class 8 contains 55017 members 
Mstep: Class 9 contains 14369 members 
Mstep: Class 10 contains 159451 members 
Mstep: Class 11 contains 19515 members 
Mstep: Class 12 contains 126099 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37997 members 
Mstep: Class 17 contains 24839 members 
Mstep: Class 18 contains 53550 members 
Mstep: Class 19 contains 173510 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 68521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105176.000000 Penalty: 54213.273438
Iteration 167Q: 17 clusters Score -1.161052e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 117466 members 
Mstep: Class 4 contains 4183 members 
Mstep: Class 8 contains 55071 members 
Mstep: Class 9 contains 14368 members 
Mstep: Class 10 contains 159353 members 
Mstep: Class 11 contains 19481 members 
Mstep: Class 12 contains 126777 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37974 members 
Mstep: Class 17 contains 24813 members 
Mstep: Class 18 contains 53509 members 
Mstep: Class 19 contains 173395 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 68532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105240.000000 Penalty: 54213.273438
Iteration 168Q: 17 clusters Score -1.161052e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 117047 members 
Mstep: Class 4 contains 4184 members 
Mstep: Class 8 contains 55138 members 
Mstep: Class 9 contains 14362 members 
Mstep: Class 10 contains 159283 members 
Mstep: Class 11 contains 19442 members 
Mstep: Class 12 contains 127464 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37945 members 
Mstep: Class 17 contains 24785 members 
Mstep: Class 18 contains 53480 members 
Mstep: Class 19 contains 173264 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 68527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105024.000000 Penalty: 54213.273438
Iteration 169Q: 17 clusters Score -1.16105e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 116639 members 
Mstep: Class 4 contains 4185 members 
Mstep: Class 8 contains 55209 members 
Mstep: Class 9 contains 14363 members 
Mstep: Class 10 contains 159224 members 
Mstep: Class 11 contains 19385 members 
Mstep: Class 12 contains 128120 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37921 members 
Mstep: Class 17 contains 24753 members 
Mstep: Class 18 contains 53448 members 
Mstep: Class 19 contains 173139 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 68534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104816.000000 Penalty: 54213.273438
Iteration 170Q: 17 clusters Score -1.161048e+08 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 116190 members 
Mstep: Class 4 contains 4185 members 
Mstep: Class 8 contains 55282 members 
Mstep: Class 9 contains 14365 members 
Mstep: Class 10 contains 159143 members 
Mstep: Class 11 contains 19340 members 
Mstep: Class 12 contains 128821 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37884 members 
Mstep: Class 17 contains 24727 members 
Mstep: Class 18 contains 53422 members 
Mstep: Class 19 contains 173015 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 68546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104976.000000 Penalty: 54213.273438
Iteration 171Q: 17 clusters Score -1.16105e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 115718 members 
Mstep: Class 4 contains 4185 members 
Mstep: Class 8 contains 55364 members 
Mstep: Class 9 contains 14379 members 
Mstep: Class 10 contains 159048 members 
Mstep: Class 11 contains 19297 members 
Mstep: Class 12 contains 129547 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37849 members 
Mstep: Class 17 contains 24694 members 
Mstep: Class 18 contains 53388 members 
Mstep: Class 19 contains 172900 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 68550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105064.000000 Penalty: 54213.273438
Iteration 172Q: 17 clusters Score -1.161051e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 115218 members 
Mstep: Class 4 contains 4186 members 
Mstep: Class 8 contains 55422 members 
Mstep: Class 9 contains 14385 members 
Mstep: Class 10 contains 158958 members 
Mstep: Class 11 contains 19256 members 
Mstep: Class 12 contains 130312 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37812 members 
Mstep: Class 17 contains 24661 members 
Mstep: Class 18 contains 53362 members 
Mstep: Class 19 contains 172791 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 68556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105096.000000 Penalty: 54213.273438
Iteration 173Q: 17 clusters Score -1.161051e+08 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 114703 members 
Mstep: Class 4 contains 4187 members 
Mstep: Class 8 contains 55480 members 
Mstep: Class 9 contains 14383 members 
Mstep: Class 10 contains 158868 members 
Mstep: Class 11 contains 19210 members 
Mstep: Class 12 contains 131036 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37781 members 
Mstep: Class 17 contains 24633 members 
Mstep: Class 18 contains 53346 members 
Mstep: Class 19 contains 172736 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 68555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105296.000000 Penalty: 54213.273438
Iteration 174Q: 17 clusters Score -1.161053e+08 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 114143 members 
Mstep: Class 4 contains 4187 members 
Mstep: Class 8 contains 55557 members 
Mstep: Class 9 contains 14380 members 
Mstep: Class 10 contains 158803 members 
Mstep: Class 11 contains 19170 members 
Mstep: Class 12 contains 131783 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37747 members 
Mstep: Class 17 contains 24619 members 
Mstep: Class 18 contains 53315 members 
Mstep: Class 19 contains 172650 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 68564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105496.000000 Penalty: 54213.273438
Iteration 175Q: 17 clusters Score -1.161055e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 113568 members 
Mstep: Class 4 contains 4187 members 
Mstep: Class 8 contains 55618 members 
Mstep: Class 9 contains 14377 members 
Mstep: Class 10 contains 158786 members 
Mstep: Class 11 contains 19116 members 
Mstep: Class 12 contains 132502 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37700 members 
Mstep: Class 17 contains 24591 members 
Mstep: Class 18 contains 53307 members 
Mstep: Class 19 contains 172593 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 68573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105704.000000 Penalty: 54213.273438
Iteration 176Q: 17 clusters Score -1.161057e+08 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 112996 members 
Mstep: Class 4 contains 4187 members 
Mstep: Class 8 contains 55698 members 
Mstep: Class 9 contains 14369 members 
Mstep: Class 10 contains 158762 members 
Mstep: Class 11 contains 19070 members 
Mstep: Class 12 contains 133209 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37668 members 
Mstep: Class 17 contains 24555 members 
Mstep: Class 18 contains 53300 members 
Mstep: Class 19 contains 172522 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 68582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105864.000000 Penalty: 54213.273438
Iteration 177Q: 17 clusters Score -1.161059e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 112422 members 
Mstep: Class 4 contains 4187 members 
Mstep: Class 8 contains 55760 members 
Mstep: Class 9 contains 14362 members 
Mstep: Class 10 contains 158707 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 133935 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37630 members 
Mstep: Class 17 contains 24527 members 
Mstep: Class 18 contains 53302 members 
Mstep: Class 19 contains 172473 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 68591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105864.000000 Penalty: 54213.273438
Iteration 178Q: 17 clusters Score -1.161059e+08 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 111848 members 
Mstep: Class 4 contains 4188 members 
Mstep: Class 8 contains 55827 members 
Mstep: Class 9 contains 14357 members 
Mstep: Class 10 contains 158666 members 
Mstep: Class 11 contains 18977 members 
Mstep: Class 12 contains 134660 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37590 members 
Mstep: Class 17 contains 24495 members 
Mstep: Class 18 contains 53302 members 
Mstep: Class 19 contains 172401 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 68607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106056.000000 Penalty: 54213.273438
Iteration 179Q: 17 clusters Score -1.161061e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 111273 members 
Mstep: Class 4 contains 4189 members 
Mstep: Class 8 contains 55875 members 
Mstep: Class 9 contains 14348 members 
Mstep: Class 10 contains 158604 members 
Mstep: Class 11 contains 18931 members 
Mstep: Class 12 contains 135462 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37539 members 
Mstep: Class 17 contains 24473 members 
Mstep: Class 18 contains 53309 members 
Mstep: Class 19 contains 172287 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 68628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106448.000000 Penalty: 54213.273438
Iteration 180F: 17 clusters Score -1.161064e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 110690 members 
Mstep: Class 4 contains 4189 members 
Mstep: Class 8 contains 55938 members 
Mstep: Class 9 contains 14345 members 
Mstep: Class 10 contains 158604 members 
Mstep: Class 11 contains 18892 members 
Mstep: Class 12 contains 136220 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37499 members 
Mstep: Class 17 contains 24449 members 
Mstep: Class 18 contains 53293 members 
Mstep: Class 19 contains 172152 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 68648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106360.000000 Penalty: 54213.273438
Iteration 181Q: 17 clusters Score -1.161064e+08 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 110072 members 
Mstep: Class 4 contains 4190 members 
Mstep: Class 8 contains 55994 members 
Mstep: Class 9 contains 14340 members 
Mstep: Class 10 contains 158622 members 
Mstep: Class 11 contains 18845 members 
Mstep: Class 12 contains 137003 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37458 members 
Mstep: Class 17 contains 24424 members 
Mstep: Class 18 contains 53278 members 
Mstep: Class 19 contains 172027 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 68666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106440.000000 Penalty: 54213.273438
Iteration 182Q: 17 clusters Score -1.161064e+08 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 109449 members 
Mstep: Class 4 contains 4194 members 
Mstep: Class 8 contains 56042 members 
Mstep: Class 9 contains 14339 members 
Mstep: Class 10 contains 158636 members 
Mstep: Class 11 contains 18796 members 
Mstep: Class 12 contains 137788 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37420 members 
Mstep: Class 17 contains 24401 members 
Mstep: Class 18 contains 53283 members 
Mstep: Class 19 contains 171889 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 68682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106528.000000 Penalty: 54213.273438
Iteration 183Q: 17 clusters Score -1.161065e+08 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 108807 members 
Mstep: Class 4 contains 4200 members 
Mstep: Class 8 contains 56096 members 
Mstep: Class 9 contains 14331 members 
Mstep: Class 10 contains 158635 members 
Mstep: Class 11 contains 18750 members 
Mstep: Class 12 contains 138566 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37386 members 
Mstep: Class 17 contains 24379 members 
Mstep: Class 18 contains 53294 members 
Mstep: Class 19 contains 171766 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 68710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106632.000000 Penalty: 54213.273438
Iteration 184Q: 17 clusters Score -1.161066e+08 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 108138 members 
Mstep: Class 4 contains 4204 members 
Mstep: Class 8 contains 56153 members 
Mstep: Class 9 contains 14332 members 
Mstep: Class 10 contains 158619 members 
Mstep: Class 11 contains 18722 members 
Mstep: Class 12 contains 139353 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37353 members 
Mstep: Class 17 contains 24357 members 
Mstep: Class 18 contains 53291 members 
Mstep: Class 19 contains 171671 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 68727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106608.000000 Penalty: 54213.273438
Iteration 185Q: 17 clusters Score -1.161066e+08 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 107456 members 
Mstep: Class 4 contains 4205 members 
Mstep: Class 8 contains 56205 members 
Mstep: Class 9 contains 14329 members 
Mstep: Class 10 contains 158675 members 
Mstep: Class 11 contains 18696 members 
Mstep: Class 12 contains 140073 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37325 members 
Mstep: Class 17 contains 24350 members 
Mstep: Class 18 contains 53276 members 
Mstep: Class 19 contains 171582 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 68748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106720.000000 Penalty: 54213.273438
Iteration 186Q: 17 clusters Score -1.161067e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 106841 members 
Mstep: Class 4 contains 4208 members 
Mstep: Class 8 contains 56251 members 
Mstep: Class 9 contains 14325 members 
Mstep: Class 10 contains 158664 members 
Mstep: Class 11 contains 18671 members 
Mstep: Class 12 contains 140839 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37292 members 
Mstep: Class 17 contains 24333 members 
Mstep: Class 18 contains 53263 members 
Mstep: Class 19 contains 171490 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 68741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106952.000000 Penalty: 54213.273438
Iteration 187Q: 17 clusters Score -1.16107e+08 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 106245 members 
Mstep: Class 4 contains 4214 members 
Mstep: Class 8 contains 56289 members 
Mstep: Class 9 contains 14315 members 
Mstep: Class 10 contains 158681 members 
Mstep: Class 11 contains 18643 members 
Mstep: Class 12 contains 141564 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37277 members 
Mstep: Class 17 contains 24320 members 
Mstep: Class 18 contains 53237 members 
Mstep: Class 19 contains 171371 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 68762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116107112.000000 Penalty: 54213.273438
Iteration 188Q: 17 clusters Score -1.161071e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 105635 members 
Mstep: Class 4 contains 4221 members 
Mstep: Class 8 contains 56323 members 
Mstep: Class 9 contains 14306 members 
Mstep: Class 10 contains 158681 members 
Mstep: Class 11 contains 18612 members 
Mstep: Class 12 contains 142340 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37261 members 
Mstep: Class 17 contains 24314 members 
Mstep: Class 18 contains 53204 members 
Mstep: Class 19 contains 171232 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 68789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116107320.000000 Penalty: 54213.273438
Iteration 189Q: 17 clusters Score -1.161073e+08 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 105014 members 
Mstep: Class 4 contains 4224 members 
Mstep: Class 8 contains 56362 members 
Mstep: Class 9 contains 14301 members 
Mstep: Class 10 contains 158671 members 
Mstep: Class 11 contains 18568 members 
Mstep: Class 12 contains 143087 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37248 members 
Mstep: Class 17 contains 24299 members 
Mstep: Class 18 contains 53197 members 
Mstep: Class 19 contains 171121 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 68826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116107792.000000 Penalty: 54213.273438
Iteration 190Q: 17 clusters Score -1.161078e+08 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 104381 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 8 contains 56407 members 
Mstep: Class 9 contains 14299 members 
Mstep: Class 10 contains 158667 members 
Mstep: Class 11 contains 18524 members 
Mstep: Class 12 contains 143813 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37239 members 
Mstep: Class 17 contains 24268 members 
Mstep: Class 18 contains 53164 members 
Mstep: Class 19 contains 171045 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 68885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116108240.000000 Penalty: 54213.273438
Iteration 191Q: 17 clusters Score -1.161082e+08 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 103772 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 8 contains 56461 members 
Mstep: Class 9 contains 14300 members 
Mstep: Class 10 contains 158633 members 
Mstep: Class 11 contains 18494 members 
Mstep: Class 12 contains 144459 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37245 members 
Mstep: Class 17 contains 24225 members 
Mstep: Class 18 contains 53156 members 
Mstep: Class 19 contains 171044 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 68903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116108320.000000 Penalty: 54213.273438
Iteration 192Q: 17 clusters Score -1.161083e+08 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 103171 members 
Mstep: Class 4 contains 4227 members 
Mstep: Class 8 contains 56518 members 
Mstep: Class 9 contains 14294 members 
Mstep: Class 10 contains 158577 members 
Mstep: Class 11 contains 18469 members 
Mstep: Class 12 contains 145094 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37258 members 
Mstep: Class 17 contains 24199 members 
Mstep: Class 18 contains 53119 members 
Mstep: Class 19 contains 171054 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 68938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116108488.000000 Penalty: 54213.273438
Iteration 193Q: 17 clusters Score -1.161085e+08 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 102578 members 
Mstep: Class 4 contains 4227 members 
Mstep: Class 8 contains 56564 members 
Mstep: Class 9 contains 14294 members 
Mstep: Class 10 contains 158550 members 
Mstep: Class 11 contains 18432 members 
Mstep: Class 12 contains 145672 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37257 members 
Mstep: Class 17 contains 24171 members 
Mstep: Class 18 contains 53099 members 
Mstep: Class 19 contains 171083 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 68990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116108424.000000 Penalty: 54213.273438
Iteration 194Q: 17 clusters Score -1.161084e+08 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 101962 members 
Mstep: Class 4 contains 4230 members 
Mstep: Class 8 contains 56594 members 
Mstep: Class 9 contains 14294 members 
Mstep: Class 10 contains 158519 members 
Mstep: Class 11 contains 18410 members 
Mstep: Class 12 contains 146231 members 
Mstep: Class 13 contains 529 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37267 members 
Mstep: Class 17 contains 24151 members 
Mstep: Class 18 contains 53096 members 
Mstep: Class 19 contains 171116 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 69048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116108648.000000 Penalty: 54213.273438
Iteration 195Q: 17 clusters Score -1.161086e+08 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 101363 members 
Mstep: Class 4 contains 4234 members 
Mstep: Class 8 contains 56628 members 
Mstep: Class 9 contains 14293 members 
Mstep: Class 10 contains 158479 members 
Mstep: Class 11 contains 18383 members 
Mstep: Class 12 contains 146776 members 
Mstep: Class 13 contains 529 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37268 members 
Mstep: Class 17 contains 24147 members 
Mstep: Class 18 contains 53106 members 
Mstep: Class 19 contains 171144 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 69097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116108752.000000 Penalty: 54213.273438
Iteration 196Q: 17 clusters Score -1.161088e+08 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 100749 members 
Mstep: Class 4 contains 4239 members 
Mstep: Class 8 contains 56665 members 
Mstep: Class 9 contains 14289 members 
Mstep: Class 10 contains 158461 members 
Mstep: Class 11 contains 18370 members 
Mstep: Class 12 contains 147328 members 
Mstep: Class 13 contains 529 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37270 members 
Mstep: Class 17 contains 24141 members 
Mstep: Class 18 contains 53094 members 
Mstep: Class 19 contains 171177 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 69135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116108832.000000 Penalty: 54213.273438
Iteration 197Q: 17 clusters Score -1.161088e+08 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 100138 members 
Mstep: Class 4 contains 4243 members 
Mstep: Class 8 contains 56678 members 
Mstep: Class 9 contains 14286 members 
Mstep: Class 10 contains 158489 members 
Mstep: Class 11 contains 18361 members 
Mstep: Class 12 contains 147852 members 
Mstep: Class 13 contains 529 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37278 members 
Mstep: Class 17 contains 24110 members 
Mstep: Class 18 contains 53082 members 
Mstep: Class 19 contains 171231 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 69171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116109072.000000 Penalty: 54213.273438
Iteration 198Q: 17 clusters Score -1.161091e+08 nChanged 1976
Entering ConstructFrom: 
Score: -116109072.000000 Penalty: 54213.273438
Entering ConstructFrom: 
Trying to split cluster 1 (1215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Entering Unmasked Estep 
Score: -158696.343750 Penalty: 1761.419922
	Iteration 0F: 2 clusters Score -158696.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -156575.578125 Penalty: 3522.839844
	Iteration 0F: 3 clusters Score -156575.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -156878.984375 Penalty: 3522.839844
	Iteration 1F: 3 clusters Score -156879 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -156986.000000 Penalty: 3522.839844
	Iteration 2F: 3 clusters Score -156986 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -157067.687500 Penalty: 3522.839844
	Iteration 3F: 3 clusters Score -157067.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -157110.406250 Penalty: 3522.839844
	Iteration 4Q: 3 clusters Score -157110.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -157134.406250 Penalty: 3522.839844
	Iteration 5Q: 3 clusters Score -157134.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -157148.250000 Penalty: 3522.839844
	Iteration 6Q: 3 clusters Score -157148.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -157155.734375 Penalty: 3522.839844
	Iteration 7Q: 3 clusters Score -157155.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -157162.281250 Penalty: 3522.839844
	Iteration 8Q: 3 clusters Score -157162.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -157167.515625 Penalty: 3522.839844
	Iteration 9Q: 3 clusters Score -157167.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -157169.406250 Penalty: 3522.839844
	Iteration 10Q: 3 clusters Score -157169.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -157171.546875 Penalty: 3522.839844
	Iteration 11Q: 3 clusters Score -157171.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -157171.546875 Penalty: 3522.839844
	Iteration 12F: 3 clusters Score -157171.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (99527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99527 members 
Entering Unmasked Estep 
Score: -13746444.000000 Penalty: 2854.029785
	Iteration 0F: 2 clusters Score -1.374644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49542 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -13679760.000000 Penalty: 5708.059570
	Iteration 0F: 3 clusters Score -1.367976e+07 nChanged 47146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -13706897.000000 Penalty: 5708.059570
	Iteration 1F: 3 clusters Score -1.37069e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -13707858.000000 Penalty: 5708.059570
	Iteration 2Q: 3 clusters Score -1.370786e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -13709071.000000 Penalty: 5708.059570
	Iteration 3Q: 3 clusters Score -1.370907e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 58794 members 
Entering Unmasked Estep 
Score: -13710974.000000 Penalty: 5708.059570
	Iteration 4Q: 3 clusters Score -1.371097e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 62977 members 
Entering Unmasked Estep 
Score: -13713799.000000 Penalty: 5708.059570
	Iteration 5F: 3 clusters Score -1.37138e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -13717684.000000 Penalty: 5708.059570
	Iteration 6F: 3 clusters Score -1.371768e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 74773 members 
Entering Unmasked Estep 
Score: -13722846.000000 Penalty: 5708.059570
	Iteration 7F: 3 clusters Score -1.372285e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 81524 members 
Entering Unmasked Estep 
Score: -13728658.000000 Penalty: 5708.059570
	Iteration 8F: 3 clusters Score -1.372866e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 87638 members 
Entering Unmasked Estep 
Score: -13734062.000000 Penalty: 5708.059570
	Iteration 9F: 3 clusters Score -1.373406e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 92285 members 
Entering Unmasked Estep 
Score: -13738084.000000 Penalty: 5708.059570
	Iteration 10Q: 3 clusters Score -1.373808e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 95397 members 
Entering Unmasked Estep 
Score: -13740823.000000 Penalty: 5708.059570
	Iteration 11Q: 3 clusters Score -1.374082e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 97097 members 
Entering Unmasked Estep 
Score: -13742186.000000 Penalty: 5708.059570
	Iteration 12Q: 3 clusters Score -1.374219e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 98024 members 
Entering Unmasked Estep 
Score: -13742960.000000 Penalty: 5708.059570
	Iteration 13Q: 3 clusters Score -1.374296e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 98474 members 
Entering Unmasked Estep 
Score: -13743345.000000 Penalty: 5708.059570
	Iteration 14Q: 3 clusters Score -1.374334e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 98711 members 
Entering Unmasked Estep 
Score: -13743533.000000 Penalty: 5708.059570
	Iteration 15Q: 3 clusters Score -1.374353e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 98836 members 
Entering Unmasked Estep 
Score: -13743632.000000 Penalty: 5708.059570
	Iteration 16Q: 3 clusters Score -1.374363e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 98916 members 
Entering Unmasked Estep 
Score: -13743714.000000 Penalty: 5708.059570
	Iteration 17Q: 3 clusters Score -1.374371e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 98972 members 
Entering Unmasked Estep 
Score: -13743801.000000 Penalty: 5708.059570
	Iteration 18Q: 3 clusters Score -1.37438e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 99009 members 
Entering Unmasked Estep 
Score: -13743833.000000 Penalty: 5708.059570
	Iteration 19Q: 3 clusters Score -1.374383e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 99040 members 
Entering Unmasked Estep 
Score: -13743875.000000 Penalty: 5708.059570
	Iteration 20F: 3 clusters Score -1.374388e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 99063 members 
Entering Unmasked Estep 
Score: -13743903.000000 Penalty: 5708.059570
	Iteration 21Q: 3 clusters Score -1.37439e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 99080 members 
Entering Unmasked Estep 
Score: -13743931.000000 Penalty: 5708.059570
	Iteration 22Q: 3 clusters Score -1.374393e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 99093 members 
Entering Unmasked Estep 
Score: -13743930.000000 Penalty: 5708.059570
	Iteration 23Q: 3 clusters Score -1.374393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 99098 members 
Entering Unmasked Estep 
Score: -13743937.000000 Penalty: 5708.059570
	Iteration 24Q: 3 clusters Score -1.374394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 99103 members 
Entering Unmasked Estep 
Score: -13743957.000000 Penalty: 5708.059570
	Iteration 25Q: 3 clusters Score -1.374396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 99107 members 
Entering Unmasked Estep 
Score: -13743976.000000 Penalty: 5708.059570
	Iteration 26Q: 3 clusters Score -1.374398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 99104 members 
Entering Unmasked Estep 
Score: -13743975.000000 Penalty: 5708.059570
	Iteration 27Q: 3 clusters Score -1.374398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 99106 members 
Entering Unmasked Estep 
Score: -13743976.000000 Penalty: 5708.059570
	Iteration 28Q: 3 clusters Score -1.374398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 99107 members 
Entering Unmasked Estep 
Score: -13743973.000000 Penalty: 5708.059570
	Iteration 29Q: 3 clusters Score -1.374397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 99110 members 
Entering Unmasked Estep 
Score: -13743978.000000 Penalty: 5708.059570
	Iteration 30Q: 3 clusters Score -1.374398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 99111 members 
Entering Unmasked Estep 
Score: -13743979.000000 Penalty: 5708.059570
	Iteration 31Q: 3 clusters Score -1.374398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 99112 members 
Entering Unmasked Estep 
Score: -13743995.000000 Penalty: 5708.059570
	Iteration 32Q: 3 clusters Score -1.3744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 99112 members 
Entering Unmasked Estep 
Score: -13743995.000000 Penalty: 5708.059570
	Iteration 33F: 3 clusters Score -1.3744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Entering Unmasked Estep 
Score: -558944.187500 Penalty: 2071.608887
	Iteration 0F: 2 clusters Score -558944.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -554931.250000 Penalty: 4143.217773
	Iteration 0F: 3 clusters Score -554931.2 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -555877.562500 Penalty: 4143.217773
	Iteration 1F: 3 clusters Score -555877.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -556093.812500 Penalty: 4143.217773
	Iteration 2F: 3 clusters Score -556093.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -556235.062500 Penalty: 4143.217773
	Iteration 3F: 3 clusters Score -556235.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -556337.937500 Penalty: 4143.217773
	Iteration 4Q: 3 clusters Score -556337.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -556432.125000 Penalty: 4143.217773
	Iteration 5Q: 3 clusters Score -556432.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -556529.250000 Penalty: 4143.217773
	Iteration 6Q: 3 clusters Score -556529.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -556607.875000 Penalty: 4143.217773
	Iteration 7Q: 3 clusters Score -556607.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -556685.812500 Penalty: 4143.217773
	Iteration 8Q: 3 clusters Score -556685.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -556747.062500 Penalty: 4143.217773
	Iteration 9Q: 3 clusters Score -556747.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -556783.250000 Penalty: 4143.217773
	Iteration 10Q: 3 clusters Score -556783.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -556828.062500 Penalty: 4143.217773
	Iteration 11Q: 3 clusters Score -556828.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -556874.375000 Penalty: 4143.217773
	Iteration 12Q: 3 clusters Score -556874.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -556915.562500 Penalty: 4143.217773
	Iteration 13Q: 3 clusters Score -556915.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -556946.875000 Penalty: 4143.217773
	Iteration 14Q: 3 clusters Score -556946.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -556967.562500 Penalty: 4143.217773
	Iteration 15Q: 3 clusters Score -556967.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -556990.687500 Penalty: 4143.217773
	Iteration 16Q: 3 clusters Score -556990.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -557004.937500 Penalty: 4143.217773
	Iteration 17Q: 3 clusters Score -557004.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -557016.625000 Penalty: 4143.217773
	Iteration 18Q: 3 clusters Score -557016.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -557026.375000 Penalty: 4143.217773
	Iteration 19Q: 3 clusters Score -557026.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -557036.812500 Penalty: 4143.217773
	Iteration 20F: 3 clusters Score -557036.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -557046.500000 Penalty: 4143.217773
	Iteration 21Q: 3 clusters Score -557046.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -557053.125000 Penalty: 4143.217773
	Iteration 22Q: 3 clusters Score -557053.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -557059.875000 Penalty: 4143.217773
	Iteration 23Q: 3 clusters Score -557059.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -557064.375000 Penalty: 4143.217773
	Iteration 24Q: 3 clusters Score -557064.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -557069.250000 Penalty: 4143.217773
	Iteration 25Q: 3 clusters Score -557069.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -557072.562500 Penalty: 4143.217773
	Iteration 26Q: 3 clusters Score -557072.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -557075.562500 Penalty: 4143.217773
	Iteration 27Q: 3 clusters Score -557075.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -557078.187500 Penalty: 4143.217773
	Iteration 28Q: 3 clusters Score -557078.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -557083.250000 Penalty: 4143.217773
	Iteration 29Q: 3 clusters Score -557083.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -557084.687500 Penalty: 4143.217773
	Iteration 30Q: 3 clusters Score -557084.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -557086.812500 Penalty: 4143.217773
	Iteration 31Q: 3 clusters Score -557086.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -557089.562500 Penalty: 4143.217773
	Iteration 32Q: 3 clusters Score -557089.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -557089.937500 Penalty: 4143.217773
	Iteration 33Q: 3 clusters Score -557089.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -557092.500000 Penalty: 4143.217773
	Iteration 34Q: 3 clusters Score -557092.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -557093.437500 Penalty: 4143.217773
	Iteration 35Q: 3 clusters Score -557093.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -557094.625000 Penalty: 4143.217773
	Iteration 36Q: 3 clusters Score -557094.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -557094.875000 Penalty: 4143.217773
	Iteration 37Q: 3 clusters Score -557094.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -557096.812500 Penalty: 4143.217773
	Iteration 38Q: 3 clusters Score -557096.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -557096.875000 Penalty: 4143.217773
	Iteration 39Q: 3 clusters Score -557096.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -557097.687500 Penalty: 4143.217773
	Iteration 40F: 3 clusters Score -557097.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -557097.625000 Penalty: 4143.217773
	Iteration 41Q: 3 clusters Score -557097.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -557099.000000 Penalty: 4143.217773
	Iteration 42Q: 3 clusters Score -557099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -557099.000000 Penalty: 4143.217773
	Iteration 43F: 3 clusters Score -557099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (56691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56691 members 
Entering Unmasked Estep 
Score: -7620272.500000 Penalty: 2714.451904
	Iteration 0F: 2 clusters Score -7620272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -7581973.000000 Penalty: 5428.903809
	Iteration 0F: 3 clusters Score -7581973 nChanged 26398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -7596736.000000 Penalty: 5428.903809
	Iteration 1F: 3 clusters Score -7596736 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -7597192.000000 Penalty: 5428.903809
	Iteration 2Q: 3 clusters Score -7597192 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -7597673.500000 Penalty: 5428.903809
	Iteration 3Q: 3 clusters Score -7597674 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -7598230.000000 Penalty: 5428.903809
	Iteration 4Q: 3 clusters Score -7598230 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -7598830.000000 Penalty: 5428.903809
	Iteration 5Q: 3 clusters Score -7598830 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -7599561.000000 Penalty: 5428.903809
	Iteration 6Q: 3 clusters Score -7599561 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -7600557.000000 Penalty: 5428.903809
	Iteration 7Q: 3 clusters Score -7600557 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -7601960.500000 Penalty: 5428.903809
	Iteration 8Q: 3 clusters Score -7601960 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -7603921.000000 Penalty: 5428.903809
	Iteration 9F: 3 clusters Score -7603921 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -7606416.500000 Penalty: 5428.903809
	Iteration 10F: 3 clusters Score -7606416 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -7609316.000000 Penalty: 5428.903809
	Iteration 11F: 3 clusters Score -7609316 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -7612266.000000 Penalty: 5428.903809
	Iteration 12F: 3 clusters Score -7612266 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -7614670.000000 Penalty: 5428.903809
	Iteration 13Q: 3 clusters Score -7614670 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -7616373.500000 Penalty: 5428.903809
	Iteration 14Q: 3 clusters Score -7616374 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55832 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7617245.500000 Penalty: 5428.903809
	Iteration 15Q: 3 clusters Score -7617246 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56195 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7617618.500000 Penalty: 5428.903809
	Iteration 16Q: 3 clusters Score -7617618 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7617780.000000 Penalty: 5428.903809
	Iteration 17Q: 3 clusters Score -7617780 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7617864.500000 Penalty: 5428.903809
	Iteration 18Q: 3 clusters Score -7617864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7617915.000000 Penalty: 5428.903809
	Iteration 19Q: 3 clusters Score -7617915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56434 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7617933.000000 Penalty: 5428.903809
	Iteration 20F: 3 clusters Score -7617933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7617950.000000 Penalty: 5428.903809
	Iteration 21Q: 3 clusters Score -7617950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56452 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7617962.500000 Penalty: 5428.903809
	Iteration 22Q: 3 clusters Score -7617962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56455 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7617969.500000 Penalty: 5428.903809
	Iteration 23Q: 3 clusters Score -7617970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7617968.500000 Penalty: 5428.903809
	Iteration 24Q: 3 clusters Score -7617968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56458 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7617969.500000 Penalty: 5428.903809
	Iteration 25Q: 3 clusters Score -7617970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7617975.000000 Penalty: 5428.903809
	Iteration 26Q: 3 clusters Score -7617975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7617983.000000 Penalty: 5428.903809
	Iteration 27Q: 3 clusters Score -7617983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7617979.500000 Penalty: 5428.903809
	Iteration 28Q: 3 clusters Score -7617980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7617986.000000 Penalty: 5428.903809
	Iteration 29Q: 3 clusters Score -7617986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7617984.500000 Penalty: 5428.903809
	Iteration 30Q: 3 clusters Score -7617984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7617984.500000 Penalty: 5428.903809
	Iteration 31F: 3 clusters Score -7617984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Entering Unmasked Estep 
Score: -1876294.750000 Penalty: 2372.711670
	Iteration 0F: 2 clusters Score -1876295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1865884.000000 Penalty: 4745.423340
	Iteration 0F: 3 clusters Score -1865884 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1869174.000000 Penalty: 4745.423340
	Iteration 1F: 3 clusters Score -1869174 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1869514.625000 Penalty: 4745.423340
	Iteration 2F: 3 clusters Score -1869515 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1869727.375000 Penalty: 4745.423340
	Iteration 3Q: 3 clusters Score -1869727 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1869876.625000 Penalty: 4745.423340
	Iteration 4Q: 3 clusters Score -1869877 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1869995.375000 Penalty: 4745.423340
	Iteration 5Q: 3 clusters Score -1869995 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1870090.625000 Penalty: 4745.423340
	Iteration 6Q: 3 clusters Score -1870091 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1870167.125000 Penalty: 4745.423340
	Iteration 7Q: 3 clusters Score -1870167 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1870246.125000 Penalty: 4745.423340
	Iteration 8Q: 3 clusters Score -1870246 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1870311.875000 Penalty: 4745.423340
	Iteration 9Q: 3 clusters Score -1870312 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1870384.500000 Penalty: 4745.423340
	Iteration 10Q: 3 clusters Score -1870384 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1870448.750000 Penalty: 4745.423340
	Iteration 11Q: 3 clusters Score -1870449 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1870515.000000 Penalty: 4745.423340
	Iteration 12Q: 3 clusters Score -1870515 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1870592.750000 Penalty: 4745.423340
	Iteration 13Q: 3 clusters Score -1870593 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1870678.000000 Penalty: 4745.423340
	Iteration 14Q: 3 clusters Score -1870678 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1870782.000000 Penalty: 4745.423340
	Iteration 15Q: 3 clusters Score -1870782 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1870866.250000 Penalty: 4745.423340
	Iteration 16Q: 3 clusters Score -1870866 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1870937.500000 Penalty: 4745.423340
	Iteration 17Q: 3 clusters Score -1870938 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1871033.125000 Penalty: 4745.423340
	Iteration 18Q: 3 clusters Score -1871033 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1871120.000000 Penalty: 4745.423340
	Iteration 19Q: 3 clusters Score -1871120 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1871233.625000 Penalty: 4745.423340
	Iteration 20F: 3 clusters Score -1871234 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1871368.500000 Penalty: 4745.423340
	Iteration 21Q: 3 clusters Score -1871368 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1871540.875000 Penalty: 4745.423340
	Iteration 22Q: 3 clusters Score -1871541 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1871750.750000 Penalty: 4745.423340
	Iteration 23Q: 3 clusters Score -1871751 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1872005.250000 Penalty: 4745.423340
	Iteration 24Q: 3 clusters Score -1872005 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1872266.875000 Penalty: 4745.423340
	Iteration 25Q: 3 clusters Score -1872267 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1872533.750000 Penalty: 4745.423340
	Iteration 26Q: 3 clusters Score -1872534 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1872775.000000 Penalty: 4745.423340
	Iteration 27Q: 3 clusters Score -1872775 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1872989.500000 Penalty: 4745.423340
	Iteration 28Q: 3 clusters Score -1872990 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1873144.875000 Penalty: 4745.423340
	Iteration 29Q: 3 clusters Score -1873145 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1873301.750000 Penalty: 4745.423340
	Iteration 30Q: 3 clusters Score -1873302 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1873435.500000 Penalty: 4745.423340
	Iteration 31Q: 3 clusters Score -1873436 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1873554.750000 Penalty: 4745.423340
	Iteration 32Q: 3 clusters Score -1873555 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1873647.000000 Penalty: 4745.423340
	Iteration 33Q: 3 clusters Score -1873647 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1873733.500000 Penalty: 4745.423340
	Iteration 34Q: 3 clusters Score -1873734 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1873825.625000 Penalty: 4745.423340
	Iteration 35Q: 3 clusters Score -1873826 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1873904.500000 Penalty: 4745.423340
	Iteration 36Q: 3 clusters Score -1873904 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1873948.000000 Penalty: 4745.423340
	Iteration 37Q: 3 clusters Score -1873948 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1873985.625000 Penalty: 4745.423340
	Iteration 38Q: 3 clusters Score -1873986 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1874023.375000 Penalty: 4745.423340
	Iteration 39Q: 3 clusters Score -1874023 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1874052.500000 Penalty: 4745.423340
	Iteration 40F: 3 clusters Score -1874052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1874077.500000 Penalty: 4745.423340
	Iteration 41Q: 3 clusters Score -1874078 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1874102.125000 Penalty: 4745.423340
	Iteration 42Q: 3 clusters Score -1874102 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1874116.750000 Penalty: 4745.423340
	Iteration 43Q: 3 clusters Score -1874117 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1874135.500000 Penalty: 4745.423340
	Iteration 44Q: 3 clusters Score -1874136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1874150.875000 Penalty: 4745.423340
	Iteration 45Q: 3 clusters Score -1874151 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1874171.250000 Penalty: 4745.423340
	Iteration 46Q: 3 clusters Score -1874171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1874183.875000 Penalty: 4745.423340
	Iteration 47Q: 3 clusters Score -1874184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1874199.375000 Penalty: 4745.423340
	Iteration 48Q: 3 clusters Score -1874199 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1874208.000000 Penalty: 4745.423340
	Iteration 49Q: 3 clusters Score -1874208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1874216.250000 Penalty: 4745.423340
	Iteration 50Q: 3 clusters Score -1874216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1874225.125000 Penalty: 4745.423340
	Iteration 51Q: 3 clusters Score -1874225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1874234.875000 Penalty: 4745.423340
	Iteration 52Q: 3 clusters Score -1874235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1874241.250000 Penalty: 4745.423340
	Iteration 53Q: 3 clusters Score -1874241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1874249.000000 Penalty: 4745.423340
	Iteration 54Q: 3 clusters Score -1874249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1874253.875000 Penalty: 4745.423340
	Iteration 55Q: 3 clusters Score -1874254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1874262.125000 Penalty: 4745.423340
	Iteration 56Q: 3 clusters Score -1874262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1874265.625000 Penalty: 4745.423340
	Iteration 57Q: 3 clusters Score -1874266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1874274.625000 Penalty: 4745.423340
	Iteration 58Q: 3 clusters Score -1874275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1874280.750000 Penalty: 4745.423340
	Iteration 59Q: 3 clusters Score -1874281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1874287.000000 Penalty: 4745.423340
	Iteration 60F: 3 clusters Score -1874287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1874294.375000 Penalty: 4745.423340
	Iteration 61Q: 3 clusters Score -1874294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1874297.375000 Penalty: 4745.423340
	Iteration 62Q: 3 clusters Score -1874297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1874304.875000 Penalty: 4745.423340
	Iteration 63Q: 3 clusters Score -1874305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1874315.375000 Penalty: 4745.423340
	Iteration 64Q: 3 clusters Score -1874315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1874311.875000 Penalty: 4745.423340
	Iteration 65Q: 3 clusters Score -1874312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1874316.875000 Penalty: 4745.423340
	Iteration 66Q: 3 clusters Score -1874317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1874319.375000 Penalty: 4745.423340
	Iteration 67Q: 3 clusters Score -1874319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1874322.375000 Penalty: 4745.423340
	Iteration 68Q: 3 clusters Score -1874322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1874322.000000 Penalty: 4745.423340
	Iteration 69Q: 3 clusters Score -1874322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1874323.000000 Penalty: 4745.423340
	Iteration 70Q: 3 clusters Score -1874323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1874331.000000 Penalty: 4745.423340
	Iteration 71Q: 3 clusters Score -1874331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1874331.250000 Penalty: 4745.423340
	Iteration 72Q: 3 clusters Score -1874331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1874331.250000 Penalty: 4745.423340
	Iteration 73F: 3 clusters Score -1874331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (158552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158552 members 
Entering Unmasked Estep 
Score: -21872630.000000 Penalty: 2969.511719
	Iteration 0F: 2 clusters Score -2.187263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79198 members 
Mstep: Class 2 contains 79354 members 
Entering Unmasked Estep 
Score: -21767966.000000 Penalty: 5939.023438
	Iteration 0F: 3 clusters Score -2.176797e+07 nChanged 75861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77975 members 
Mstep: Class 2 contains 80577 members 
Entering Unmasked Estep 
Score: -21811490.000000 Penalty: 5939.023438
	Iteration 1F: 3 clusters Score -2.181149e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77148 members 
Mstep: Class 2 contains 81404 members 
Entering Unmasked Estep 
Score: -21812292.000000 Penalty: 5939.023438
	Iteration 2Q: 3 clusters Score -2.181229e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75798 members 
Mstep: Class 2 contains 82754 members 
Entering Unmasked Estep 
Score: -21813202.000000 Penalty: 5939.023438
	Iteration 3Q: 3 clusters Score -2.18132e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73760 members 
Mstep: Class 2 contains 84792 members 
Entering Unmasked Estep 
Score: -21814216.000000 Penalty: 5939.023438
	Iteration 4Q: 3 clusters Score -2.181422e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70654 members 
Mstep: Class 2 contains 87898 members 
Entering Unmasked Estep 
Score: -21815782.000000 Penalty: 5939.023438
	Iteration 5Q: 3 clusters Score -2.181578e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66090 members 
Mstep: Class 2 contains 92462 members 
Entering Unmasked Estep 
Score: -21817982.000000 Penalty: 5939.023438
	Iteration 6Q: 3 clusters Score -2.181798e+07 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 99046 members 
Entering Unmasked Estep 
Score: -21821492.000000 Penalty: 5939.023438
	Iteration 7Q: 3 clusters Score -2.182149e+07 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 108183 members 
Entering Unmasked Estep 
Score: -21827822.000000 Penalty: 5939.023438
	Iteration 8F: 3 clusters Score -2.182782e+07 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 119551 members 
Entering Unmasked Estep 
Score: -21836482.000000 Penalty: 5939.023438
	Iteration 9F: 3 clusters Score -2.183648e+07 nChanged 12362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 131857 members 
Entering Unmasked Estep 
Score: -21847604.000000 Penalty: 5939.023438
	Iteration 10F: 3 clusters Score -2.18476e+07 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 142429 members 
Entering Unmasked Estep 
Score: -21857216.000000 Penalty: 5939.023438
	Iteration 11F: 3 clusters Score -2.185722e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 149557 members 
Entering Unmasked Estep 
Score: -21863352.000000 Penalty: 5939.023438
	Iteration 12Q: 3 clusters Score -2.186335e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 153515 members 
Entering Unmasked Estep 
Score: -21866484.000000 Penalty: 5939.023438
	Iteration 13Q: 3 clusters Score -2.186648e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 155655 members 
Entering Unmasked Estep 
Score: -21868238.000000 Penalty: 5939.023438
	Iteration 14Q: 3 clusters Score -2.186824e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 156770 members 
Entering Unmasked Estep 
Score: -21869036.000000 Penalty: 5939.023438
	Iteration 15Q: 3 clusters Score -2.186904e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 157315 members 
Entering Unmasked Estep 
Score: -21869468.000000 Penalty: 5939.023438
	Iteration 16Q: 3 clusters Score -2.186947e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 157594 members 
Entering Unmasked Estep 
Score: -21869688.000000 Penalty: 5939.023438
	Iteration 17Q: 3 clusters Score -2.186969e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 157754 members 
Entering Unmasked Estep 
Score: -21869798.000000 Penalty: 5939.023438
	Iteration 18Q: 3 clusters Score -2.18698e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 157853 members 
Entering Unmasked Estep 
Score: -21869878.000000 Penalty: 5939.023438
	Iteration 19Q: 3 clusters Score -2.186988e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 157921 members 
Entering Unmasked Estep 
Score: -21869936.000000 Penalty: 5939.023438
	Iteration 20F: 3 clusters Score -2.186994e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 157960 members 
Entering Unmasked Estep 
Score: -21869914.000000 Penalty: 5939.023438
	Iteration 21Q: 3 clusters Score -2.186991e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 157984 members 
Entering Unmasked Estep 
Score: -21869962.000000 Penalty: 5939.023438
	Iteration 22Q: 3 clusters Score -2.186996e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 157998 members 
Entering Unmasked Estep 
Score: -21869990.000000 Penalty: 5939.023438
	Iteration 23Q: 3 clusters Score -2.186999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 158011 members 
Entering Unmasked Estep 
Score: -21869994.000000 Penalty: 5939.023438
	Iteration 24Q: 3 clusters Score -2.186999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 158017 members 
Entering Unmasked Estep 
Score: -21870016.000000 Penalty: 5939.023438
	Iteration 25Q: 3 clusters Score -2.187002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 158027 members 
Entering Unmasked Estep 
Score: -21870046.000000 Penalty: 5939.023438
	Iteration 26Q: 3 clusters Score -2.187005e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 158034 members 
Entering Unmasked Estep 
Score: -21870030.000000 Penalty: 5939.023438
	Iteration 27Q: 3 clusters Score -2.187003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 158043 members 
Entering Unmasked Estep 
Score: -21870046.000000 Penalty: 5939.023438
	Iteration 28Q: 3 clusters Score -2.187005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 158049 members 
Entering Unmasked Estep 
Score: -21870058.000000 Penalty: 5939.023438
	Iteration 29Q: 3 clusters Score -2.187006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 158055 members 
Entering Unmasked Estep 
Score: -21870068.000000 Penalty: 5939.023438
	Iteration 30Q: 3 clusters Score -2.187007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 158060 members 
Entering Unmasked Estep 
Score: -21870066.000000 Penalty: 5939.023438
	Iteration 31Q: 3 clusters Score -2.187007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 158061 members 
Entering Unmasked Estep 
Score: -21870074.000000 Penalty: 5939.023438
	Iteration 32Q: 3 clusters Score -2.187007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 158061 members 
Entering Unmasked Estep 
Score: -21870074.000000 Penalty: 5939.023438
	Iteration 33F: 3 clusters Score -2.187007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Entering Unmasked Estep 
Score: -2564835.000000 Penalty: 2434.643799
	Iteration 0F: 2 clusters Score -2564835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2551735.250000 Penalty: 4869.287598
	Iteration 0F: 3 clusters Score -2551735 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2556028.000000 Penalty: 4869.287598
	Iteration 1F: 3 clusters Score -2556028 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2556345.500000 Penalty: 4869.287598
	Iteration 2F: 3 clusters Score -2556346 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2556584.500000 Penalty: 4869.287598
	Iteration 3Q: 3 clusters Score -2556584 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2556770.500000 Penalty: 4869.287598
	Iteration 4Q: 3 clusters Score -2556770 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2556905.250000 Penalty: 4869.287598
	Iteration 5Q: 3 clusters Score -2556905 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2557026.750000 Penalty: 4869.287598
	Iteration 6Q: 3 clusters Score -2557027 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2557128.000000 Penalty: 4869.287598
	Iteration 7Q: 3 clusters Score -2557128 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2557232.250000 Penalty: 4869.287598
	Iteration 8Q: 3 clusters Score -2557232 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2557331.750000 Penalty: 4869.287598
	Iteration 9Q: 3 clusters Score -2557332 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2557433.500000 Penalty: 4869.287598
	Iteration 10Q: 3 clusters Score -2557434 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2557540.000000 Penalty: 4869.287598
	Iteration 11Q: 3 clusters Score -2557540 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2557664.750000 Penalty: 4869.287598
	Iteration 12Q: 3 clusters Score -2557665 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2557824.000000 Penalty: 4869.287598
	Iteration 13Q: 3 clusters Score -2557824 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2558092.250000 Penalty: 4869.287598
	Iteration 14Q: 3 clusters Score -2558092 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2558457.250000 Penalty: 4869.287598
	Iteration 15Q: 3 clusters Score -2558457 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2559029.750000 Penalty: 4869.287598
	Iteration 16Q: 3 clusters Score -2559030 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2559709.250000 Penalty: 4869.287598
	Iteration 17F: 3 clusters Score -2559709 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2560289.750000 Penalty: 4869.287598
	Iteration 18Q: 3 clusters Score -2560290 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2560635.250000 Penalty: 4869.287598
	Iteration 19Q: 3 clusters Score -2560635 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2560827.750000 Penalty: 4869.287598
	Iteration 20F: 3 clusters Score -2560828 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2560954.000000 Penalty: 4869.287598
	Iteration 21Q: 3 clusters Score -2560954 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2561052.750000 Penalty: 4869.287598
	Iteration 22Q: 3 clusters Score -2561053 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2561137.750000 Penalty: 4869.287598
	Iteration 23Q: 3 clusters Score -2561138 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2561202.750000 Penalty: 4869.287598
	Iteration 24Q: 3 clusters Score -2561203 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2561269.750000 Penalty: 4869.287598
	Iteration 25Q: 3 clusters Score -2561270 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2561338.500000 Penalty: 4869.287598
	Iteration 26Q: 3 clusters Score -2561338 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2561403.000000 Penalty: 4869.287598
	Iteration 27Q: 3 clusters Score -2561403 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2561456.250000 Penalty: 4869.287598
	Iteration 28Q: 3 clusters Score -2561456 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2561511.000000 Penalty: 4869.287598
	Iteration 29Q: 3 clusters Score -2561511 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2561571.250000 Penalty: 4869.287598
	Iteration 30Q: 3 clusters Score -2561571 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2561618.250000 Penalty: 4869.287598
	Iteration 31Q: 3 clusters Score -2561618 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2561677.500000 Penalty: 4869.287598
	Iteration 32Q: 3 clusters Score -2561678 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2561731.500000 Penalty: 4869.287598
	Iteration 33Q: 3 clusters Score -2561732 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2561790.000000 Penalty: 4869.287598
	Iteration 34Q: 3 clusters Score -2561790 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2561858.750000 Penalty: 4869.287598
	Iteration 35Q: 3 clusters Score -2561859 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2561927.250000 Penalty: 4869.287598
	Iteration 36Q: 3 clusters Score -2561927 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2561978.500000 Penalty: 4869.287598
	Iteration 37Q: 3 clusters Score -2561978 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2562023.000000 Penalty: 4869.287598
	Iteration 38Q: 3 clusters Score -2562023 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2562068.250000 Penalty: 4869.287598
	Iteration 39Q: 3 clusters Score -2562068 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2562111.750000 Penalty: 4869.287598
	Iteration 40F: 3 clusters Score -2562112 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2562147.750000 Penalty: 4869.287598
	Iteration 41Q: 3 clusters Score -2562148 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2562191.250000 Penalty: 4869.287598
	Iteration 42Q: 3 clusters Score -2562191 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2562226.750000 Penalty: 4869.287598
	Iteration 43Q: 3 clusters Score -2562227 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2562277.500000 Penalty: 4869.287598
	Iteration 44Q: 3 clusters Score -2562278 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2562309.750000 Penalty: 4869.287598
	Iteration 45Q: 3 clusters Score -2562310 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2562340.500000 Penalty: 4869.287598
	Iteration 46Q: 3 clusters Score -2562340 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2562375.250000 Penalty: 4869.287598
	Iteration 47Q: 3 clusters Score -2562375 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2562410.500000 Penalty: 4869.287598
	Iteration 48Q: 3 clusters Score -2562410 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2562433.750000 Penalty: 4869.287598
	Iteration 49Q: 3 clusters Score -2562434 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2562448.500000 Penalty: 4869.287598
	Iteration 50Q: 3 clusters Score -2562448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2562464.500000 Penalty: 4869.287598
	Iteration 51Q: 3 clusters Score -2562464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2562469.000000 Penalty: 4869.287598
	Iteration 52Q: 3 clusters Score -2562469 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2562491.500000 Penalty: 4869.287598
	Iteration 53Q: 3 clusters Score -2562492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2562507.000000 Penalty: 4869.287598
	Iteration 54Q: 3 clusters Score -2562507 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2562516.000000 Penalty: 4869.287598
	Iteration 55Q: 3 clusters Score -2562516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2562526.250000 Penalty: 4869.287598
	Iteration 56Q: 3 clusters Score -2562526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2562542.500000 Penalty: 4869.287598
	Iteration 57Q: 3 clusters Score -2562542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2562540.750000 Penalty: 4869.287598
	Iteration 58Q: 3 clusters Score -2562541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2562549.000000 Penalty: 4869.287598
	Iteration 59Q: 3 clusters Score -2562549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2562551.500000 Penalty: 4869.287598
	Iteration 60F: 3 clusters Score -2562552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2562556.750000 Penalty: 4869.287598
	Iteration 61Q: 3 clusters Score -2562557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2562566.750000 Penalty: 4869.287598
	Iteration 62Q: 3 clusters Score -2562567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2562578.250000 Penalty: 4869.287598
	Iteration 63Q: 3 clusters Score -2562578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2562572.750000 Penalty: 4869.287598
	Iteration 64Q: 3 clusters Score -2562573 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2562593.750000 Penalty: 4869.287598
	Iteration 65Q: 3 clusters Score -2562594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2562603.500000 Penalty: 4869.287598
	Iteration 66Q: 3 clusters Score -2562604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2562612.750000 Penalty: 4869.287598
	Iteration 67Q: 3 clusters Score -2562613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2562621.000000 Penalty: 4869.287598
	Iteration 68Q: 3 clusters Score -2562621 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2562631.500000 Penalty: 4869.287598
	Iteration 69Q: 3 clusters Score -2562632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2562642.500000 Penalty: 4869.287598
	Iteration 70Q: 3 clusters Score -2562642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2562663.000000 Penalty: 4869.287598
	Iteration 71Q: 3 clusters Score -2562663 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2562681.750000 Penalty: 4869.287598
	Iteration 72Q: 3 clusters Score -2562682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2562700.250000 Penalty: 4869.287598
	Iteration 73Q: 3 clusters Score -2562700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2562706.750000 Penalty: 4869.287598
	Iteration 74Q: 3 clusters Score -2562707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2562721.750000 Penalty: 4869.287598
	Iteration 75Q: 3 clusters Score -2562722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2562722.250000 Penalty: 4869.287598
	Iteration 76Q: 3 clusters Score -2562722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2562730.500000 Penalty: 4869.287598
	Iteration 77Q: 3 clusters Score -2562730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2562738.500000 Penalty: 4869.287598
	Iteration 78Q: 3 clusters Score -2562738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2562747.250000 Penalty: 4869.287598
	Iteration 79Q: 3 clusters Score -2562747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2562747.750000 Penalty: 4869.287598
	Iteration 80F: 3 clusters Score -2562748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2562746.500000 Penalty: 4869.287598
	Iteration 81Q: 3 clusters Score -2562746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2562749.000000 Penalty: 4869.287598
	Iteration 82Q: 3 clusters Score -2562749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2562748.750000 Penalty: 4869.287598
	Iteration 83Q: 3 clusters Score -2562749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2562750.500000 Penalty: 4869.287598
	Iteration 84Q: 3 clusters Score -2562750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2562750.250000 Penalty: 4869.287598
	Iteration 85Q: 3 clusters Score -2562750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2562750.250000 Penalty: 4869.287598
	Iteration 86F: 3 clusters Score -2562750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (148281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148281 members 
Entering Unmasked Estep 
Score: -20354288.000000 Penalty: 2952.902344
	Iteration 0F: 2 clusters Score -2.035429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73943 members 
Mstep: Class 2 contains 74338 members 
Entering Unmasked Estep 
Score: -20255424.000000 Penalty: 5905.804688
	Iteration 0F: 3 clusters Score -2.025542e+07 nChanged 70748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 78002 members 
Entering Unmasked Estep 
Score: -20296504.000000 Penalty: 5905.804688
	Iteration 1F: 3 clusters Score -2.02965e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67895 members 
Mstep: Class 2 contains 80386 members 
Entering Unmasked Estep 
Score: -20297396.000000 Penalty: 5905.804688
	Iteration 2Q: 3 clusters Score -2.02974e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64232 members 
Mstep: Class 2 contains 84049 members 
Entering Unmasked Estep 
Score: -20299018.000000 Penalty: 5905.804688
	Iteration 3Q: 3 clusters Score -2.029902e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58650 members 
Mstep: Class 2 contains 89631 members 
Entering Unmasked Estep 
Score: -20301492.000000 Penalty: 5905.804688
	Iteration 4Q: 3 clusters Score -2.030149e+07 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 97778 members 
Entering Unmasked Estep 
Score: -20306410.000000 Penalty: 5905.804688
	Iteration 5F: 3 clusters Score -2.030641e+07 nChanged 11613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 108911 members 
Entering Unmasked Estep 
Score: -20315144.000000 Penalty: 5905.804688
	Iteration 6F: 3 clusters Score -2.031514e+07 nChanged 13468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 121957 members 
Entering Unmasked Estep 
Score: -20327718.000000 Penalty: 5905.804688
	Iteration 7F: 3 clusters Score -2.032772e+07 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 133493 members 
Entering Unmasked Estep 
Score: -20339606.000000 Penalty: 5905.804688
	Iteration 8F: 3 clusters Score -2.033961e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 140568 members 
Entering Unmasked Estep 
Score: -20346698.000000 Penalty: 5905.804688
	Iteration 9Q: 3 clusters Score -2.03467e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 143809 members 
Entering Unmasked Estep 
Score: -20349914.000000 Penalty: 5905.804688
	Iteration 10Q: 3 clusters Score -2.034991e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 145007 members 
Entering Unmasked Estep 
Score: -20351278.000000 Penalty: 5905.804688
	Iteration 11Q: 3 clusters Score -2.035128e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 145400 members 
Entering Unmasked Estep 
Score: -20351848.000000 Penalty: 5905.804688
	Iteration 12Q: 3 clusters Score -2.035185e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 145566 members 
Entering Unmasked Estep 
Score: -20352064.000000 Penalty: 5905.804688
	Iteration 13Q: 3 clusters Score -2.035206e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 145680 members 
Entering Unmasked Estep 
Score: -20352240.000000 Penalty: 5905.804688
	Iteration 14Q: 3 clusters Score -2.035224e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 145755 members 
Entering Unmasked Estep 
Score: -20352364.000000 Penalty: 5905.804688
	Iteration 15Q: 3 clusters Score -2.035236e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 145812 members 
Entering Unmasked Estep 
Score: -20352426.000000 Penalty: 5905.804688
	Iteration 16Q: 3 clusters Score -2.035243e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 145870 members 
Entering Unmasked Estep 
Score: -20352496.000000 Penalty: 5905.804688
	Iteration 17Q: 3 clusters Score -2.03525e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 145907 members 
Entering Unmasked Estep 
Score: -20352526.000000 Penalty: 5905.804688
	Iteration 18Q: 3 clusters Score -2.035253e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 145946 members 
Entering Unmasked Estep 
Score: -20352570.000000 Penalty: 5905.804688
	Iteration 19Q: 3 clusters Score -2.035257e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 145979 members 
Entering Unmasked Estep 
Score: -20352564.000000 Penalty: 5905.804688
	Iteration 20F: 3 clusters Score -2.035256e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 145997 members 
Entering Unmasked Estep 
Score: -20352560.000000 Penalty: 5905.804688
	Iteration 21Q: 3 clusters Score -2.035256e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 146013 members 
Entering Unmasked Estep 
Score: -20352580.000000 Penalty: 5905.804688
	Iteration 22Q: 3 clusters Score -2.035258e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 146024 members 
Entering Unmasked Estep 
Score: -20352580.000000 Penalty: 5905.804688
	Iteration 23Q: 3 clusters Score -2.035258e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 146034 members 
Entering Unmasked Estep 
Score: -20352614.000000 Penalty: 5905.804688
	Iteration 24Q: 3 clusters Score -2.035261e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 146043 members 
Entering Unmasked Estep 
Score: -20352602.000000 Penalty: 5905.804688
	Iteration 25Q: 3 clusters Score -2.03526e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 146048 members 
Entering Unmasked Estep 
Score: -20352590.000000 Penalty: 5905.804688
	Iteration 26Q: 3 clusters Score -2.035259e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 146045 members 
Entering Unmasked Estep 
Score: -20352586.000000 Penalty: 5905.804688
	Iteration 27Q: 3 clusters Score -2.035259e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 146046 members 
Entering Unmasked Estep 
Score: -20352606.000000 Penalty: 5905.804688
	Iteration 28Q: 3 clusters Score -2.035261e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 146043 members 
Entering Unmasked Estep 
Score: -20352598.000000 Penalty: 5905.804688
	Iteration 29Q: 3 clusters Score -2.03526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 146041 members 
Entering Unmasked Estep 
Score: -20352596.000000 Penalty: 5905.804688
	Iteration 30Q: 3 clusters Score -2.03526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 146036 members 
Entering Unmasked Estep 
Score: -20352610.000000 Penalty: 5905.804688
	Iteration 31Q: 3 clusters Score -2.035261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 146036 members 
Entering Unmasked Estep 
Score: -20352614.000000 Penalty: 5905.804688
	Iteration 32Q: 3 clusters Score -2.035261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 146034 members 
Entering Unmasked Estep 
Score: -20352620.000000 Penalty: 5905.804688
	Iteration 33Q: 3 clusters Score -2.035262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 146034 members 
Entering Unmasked Estep 
Score: -20352620.000000 Penalty: 5905.804688
	Iteration 34Q: 3 clusters Score -2.035262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 146034 members 
Entering Unmasked Estep 
Score: -20352608.000000 Penalty: 5905.804688
	Iteration 35Q: 3 clusters Score -2.035261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 146033 members 
Entering Unmasked Estep 
Score: -20352610.000000 Penalty: 5905.804688
	Iteration 36Q: 3 clusters Score -2.035261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 146034 members 
Entering Unmasked Estep 
Score: -20352612.000000 Penalty: 5905.804688
	Iteration 37Q: 3 clusters Score -2.035261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 146035 members 
Entering Unmasked Estep 
Score: -20352598.000000 Penalty: 5905.804688
	Iteration 38Q: 3 clusters Score -2.03526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 146033 members 
Entering Unmasked Estep 
Score: -20352608.000000 Penalty: 5905.804688
	Iteration 39Q: 3 clusters Score -2.035261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 146031 members 
Entering Unmasked Estep 
Score: -20352612.000000 Penalty: 5905.804688
	Iteration 40F: 3 clusters Score -2.035261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 146032 members 
Entering Unmasked Estep 
Score: -20352600.000000 Penalty: 5905.804688
	Iteration 41Q: 3 clusters Score -2.03526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 146036 members 
Entering Unmasked Estep 
Score: -20352616.000000 Penalty: 5905.804688
	Iteration 42Q: 3 clusters Score -2.035262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 146033 members 
Entering Unmasked Estep 
Score: -20352628.000000 Penalty: 5905.804688
	Iteration 43Q: 3 clusters Score -2.035263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 146033 members 
Entering Unmasked Estep 
Score: -20352628.000000 Penalty: 5905.804688
	Iteration 44F: 3 clusters Score -2.035263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -61450.570312 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -61450.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59909.171875 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -59909.17 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -60143.859375 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -60143.86 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -60259.777344 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -60259.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -60411.359375 Penalty: 3109.471680
	Iteration 3F: 3 clusters Score -60411.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60546.539062 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -60546.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60655.648438 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -60655.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -60692.460938 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -60692.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -60714.484375 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -60714.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -60725.878906 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -60725.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -60736.429688 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -60736.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60749.996094 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -60750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60758.605469 Penalty: 3109.471680
	Iteration 11Q: 3 clusters Score -60758.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -60759.917969 Penalty: 3109.471680
	Iteration 12Q: 3 clusters Score -60759.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -60760.636719 Penalty: 3109.471680
	Iteration 13Q: 3 clusters Score -60760.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -60760.636719 Penalty: 3109.471680
	Iteration 14F: 3 clusters Score -60760.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -70088.726562 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -70088.73 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 275 members 
Entering Unmasked Estep 
Score: -68519.718750 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -68519.72 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68818.664062 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -68818.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -68946.515625 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -68946.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -68999.671875 Penalty: 3166.219238
	Iteration 3Q: 3 clusters Score -68999.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69060.976562 Penalty: 3166.219238
	Iteration 4Q: 3 clusters Score -69060.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -69111.210938 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -69111.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -69142.835938 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -69142.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -69174.695312 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -69174.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69215.882812 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -69215.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -69281.945312 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -69281.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -69341.851562 Penalty: 3166.219238
	Iteration 10Q: 3 clusters Score -69341.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -69407.257812 Penalty: 3166.219238
	Iteration 11Q: 3 clusters Score -69407.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -69490.882812 Penalty: 3166.219238
	Iteration 12Q: 3 clusters Score -69490.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -69595.406250 Penalty: 3166.219238
	Iteration 13Q: 3 clusters Score -69595.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69678.554688 Penalty: 3166.219238
	Iteration 14Q: 3 clusters Score -69678.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -69708.992188 Penalty: 3166.219238
	Iteration 15Q: 3 clusters Score -69708.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -69726.164062 Penalty: 3166.219238
	Iteration 16Q: 3 clusters Score -69726.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -69740.000000 Penalty: 3166.219238
	Iteration 17Q: 3 clusters Score -69740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -69766.296875 Penalty: 3166.219238
	Iteration 18Q: 3 clusters Score -69766.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -69800.679688 Penalty: 3166.219238
	Iteration 19Q: 3 clusters Score -69800.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -69848.882812 Penalty: 3166.219238
	Iteration 20F: 3 clusters Score -69848.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -69903.562500 Penalty: 3166.219238
	Iteration 21Q: 3 clusters Score -69903.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -69980.070312 Penalty: 3166.219238
	Iteration 22Q: 3 clusters Score -69980.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -70041.656250 Penalty: 3166.219238
	Iteration 23Q: 3 clusters Score -70041.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -70056.093750 Penalty: 3166.219238
	Iteration 24Q: 3 clusters Score -70056.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -70061.210938 Penalty: 3166.219238
	Iteration 25Q: 3 clusters Score -70061.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -70066.156250 Penalty: 3166.219238
	Iteration 26Q: 3 clusters Score -70066.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -70066.156250 Penalty: 3166.219238
	Iteration 27F: 3 clusters Score -70066.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Entering Unmasked Estep 
Score: -5190527.000000 Penalty: 2610.467285
	Iteration 0F: 2 clusters Score -5190527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -5165334.500000 Penalty: 5220.934570
	Iteration 0F: 3 clusters Score -5165334 nChanged 16901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -5174655.500000 Penalty: 5220.934570
	Iteration 1F: 3 clusters Score -5174656 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -5175245.500000 Penalty: 5220.934570
	Iteration 2Q: 3 clusters Score -5175246 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -5175799.500000 Penalty: 5220.934570
	Iteration 3Q: 3 clusters Score -5175800 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -5176379.500000 Penalty: 5220.934570
	Iteration 4Q: 3 clusters Score -5176380 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -5177010.000000 Penalty: 5220.934570
	Iteration 5Q: 3 clusters Score -5177010 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -5177750.500000 Penalty: 5220.934570
	Iteration 6Q: 3 clusters Score -5177750 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -5178681.000000 Penalty: 5220.934570
	Iteration 7Q: 3 clusters Score -5178681 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -5179889.500000 Penalty: 5220.934570
	Iteration 8F: 3 clusters Score -5179890 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -5181236.500000 Penalty: 5220.934570
	Iteration 9F: 3 clusters Score -5181236 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -5182385.000000 Penalty: 5220.934570
	Iteration 10F: 3 clusters Score -5182385 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -5183092.500000 Penalty: 5220.934570
	Iteration 11Q: 3 clusters Score -5183092 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -5183404.500000 Penalty: 5220.934570
	Iteration 12Q: 3 clusters Score -5183404 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -5183541.500000 Penalty: 5220.934570
	Iteration 13Q: 3 clusters Score -5183542 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -5183586.000000 Penalty: 5220.934570
	Iteration 14Q: 3 clusters Score -5183586 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -5183647.500000 Penalty: 5220.934570
	Iteration 15Q: 3 clusters Score -5183648 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -5183701.500000 Penalty: 5220.934570
	Iteration 16Q: 3 clusters Score -5183702 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -5183722.000000 Penalty: 5220.934570
	Iteration 17Q: 3 clusters Score -5183722 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -5183761.500000 Penalty: 5220.934570
	Iteration 18Q: 3 clusters Score -5183762 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -5183788.000000 Penalty: 5220.934570
	Iteration 19Q: 3 clusters Score -5183788 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -5183832.000000 Penalty: 5220.934570
	Iteration 20F: 3 clusters Score -5183832 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -5183827.500000 Penalty: 5220.934570
	Iteration 21Q: 3 clusters Score -5183828 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -5183839.000000 Penalty: 5220.934570
	Iteration 22Q: 3 clusters Score -5183839 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -5183871.000000 Penalty: 5220.934570
	Iteration 23Q: 3 clusters Score -5183871 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -5183885.500000 Penalty: 5220.934570
	Iteration 24Q: 3 clusters Score -5183886 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -5183919.000000 Penalty: 5220.934570
	Iteration 25Q: 3 clusters Score -5183919 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -5183959.000000 Penalty: 5220.934570
	Iteration 26Q: 3 clusters Score -5183959 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -5183978.500000 Penalty: 5220.934570
	Iteration 27Q: 3 clusters Score -5183978 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -5183979.000000 Penalty: 5220.934570
	Iteration 28Q: 3 clusters Score -5183979 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -5184006.500000 Penalty: 5220.934570
	Iteration 29Q: 3 clusters Score -5184006 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -5184015.000000 Penalty: 5220.934570
	Iteration 30Q: 3 clusters Score -5184015 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -5184021.000000 Penalty: 5220.934570
	Iteration 31Q: 3 clusters Score -5184021 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -5184037.000000 Penalty: 5220.934570
	Iteration 32Q: 3 clusters Score -5184037 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -5184062.000000 Penalty: 5220.934570
	Iteration 33Q: 3 clusters Score -5184062 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -5184068.500000 Penalty: 5220.934570
	Iteration 34Q: 3 clusters Score -5184068 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -5184059.500000 Penalty: 5220.934570
	Iteration 35Q: 3 clusters Score -5184060 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -5184066.000000 Penalty: 5220.934570
	Iteration 36Q: 3 clusters Score -5184066 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -5184081.000000 Penalty: 5220.934570
	Iteration 37Q: 3 clusters Score -5184081 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -5184103.000000 Penalty: 5220.934570
	Iteration 38Q: 3 clusters Score -5184103 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -5184107.500000 Penalty: 5220.934570
	Iteration 39Q: 3 clusters Score -5184108 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -5184115.000000 Penalty: 5220.934570
	Iteration 40F: 3 clusters Score -5184115 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -5184128.000000 Penalty: 5220.934570
	Iteration 41Q: 3 clusters Score -5184128 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -5184126.500000 Penalty: 5220.934570
	Iteration 42Q: 3 clusters Score -5184126 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -5184123.500000 Penalty: 5220.934570
	Iteration 43Q: 3 clusters Score -5184124 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -5184143.500000 Penalty: 5220.934570
	Iteration 44Q: 3 clusters Score -5184144 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -5184169.000000 Penalty: 5220.934570
	Iteration 45Q: 3 clusters Score -5184169 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -5184164.500000 Penalty: 5220.934570
	Iteration 46Q: 3 clusters Score -5184164 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -5184168.500000 Penalty: 5220.934570
	Iteration 47Q: 3 clusters Score -5184168 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -5184173.000000 Penalty: 5220.934570
	Iteration 48Q: 3 clusters Score -5184173 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -5184184.500000 Penalty: 5220.934570
	Iteration 49Q: 3 clusters Score -5184184 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -5184198.500000 Penalty: 5220.934570
	Iteration 50Q: 3 clusters Score -5184198 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -5184203.500000 Penalty: 5220.934570
	Iteration 51Q: 3 clusters Score -5184204 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -5184198.500000 Penalty: 5220.934570
	Iteration 52Q: 3 clusters Score -5184198 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -5184203.000000 Penalty: 5220.934570
	Iteration 53Q: 3 clusters Score -5184203 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -5184224.500000 Penalty: 5220.934570
	Iteration 54Q: 3 clusters Score -5184224 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -5184242.500000 Penalty: 5220.934570
	Iteration 55Q: 3 clusters Score -5184242 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -5184252.000000 Penalty: 5220.934570
	Iteration 56Q: 3 clusters Score -5184252 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -5184264.000000 Penalty: 5220.934570
	Iteration 57Q: 3 clusters Score -5184264 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -5184295.000000 Penalty: 5220.934570
	Iteration 58Q: 3 clusters Score -5184295 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -5184316.000000 Penalty: 5220.934570
	Iteration 59Q: 3 clusters Score -5184316 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -5184314.500000 Penalty: 5220.934570
	Iteration 60F: 3 clusters Score -5184314 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -5184346.500000 Penalty: 5220.934570
	Iteration 61Q: 3 clusters Score -5184346 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -5184355.000000 Penalty: 5220.934570
	Iteration 62Q: 3 clusters Score -5184355 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -5184373.500000 Penalty: 5220.934570
	Iteration 63Q: 3 clusters Score -5184374 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -5184376.000000 Penalty: 5220.934570
	Iteration 64Q: 3 clusters Score -5184376 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -5184386.000000 Penalty: 5220.934570
	Iteration 65Q: 3 clusters Score -5184386 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -5184389.000000 Penalty: 5220.934570
	Iteration 66Q: 3 clusters Score -5184389 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -5184401.500000 Penalty: 5220.934570
	Iteration 67Q: 3 clusters Score -5184402 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -5184413.000000 Penalty: 5220.934570
	Iteration 68Q: 3 clusters Score -5184413 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -5184425.500000 Penalty: 5220.934570
	Iteration 69Q: 3 clusters Score -5184426 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -5184443.500000 Penalty: 5220.934570
	Iteration 70Q: 3 clusters Score -5184444 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -5184464.000000 Penalty: 5220.934570
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5184474 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5184530 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5184563 nChanged 119
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Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5184570 nChanged 120
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Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5184580 nChanged 98
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Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5184589 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5184611 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5184638 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5184663 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17886 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17688 members 
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Mstep: Class 1 contains 17600 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16888 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5184916 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5184974 nChanged 143
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Mstep: Class 1 contains 15734 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5184984 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5185013 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5185110 nChanged 170
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Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14585 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5185256 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13227 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 24245 members 
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Mstep: Class 1 contains 12860 members 
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Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5185428 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5185449 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5185476 nChanged 179
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Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5185540 nChanged 177
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Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 25825 members 
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Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5185736 nChanged 217
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Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5185816 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5185912 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9382 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8392 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5186232 nChanged 277
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Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5186294 nChanged 299
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Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5186440 nChanged 285
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Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5186509 nChanged 325
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Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 30602 members 
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Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 31223 members 
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	Iteration 160F: 3 clusters Score -5186814 nChanged 304
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Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5186958 nChanged 272
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Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5187008 nChanged 276
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Mstep: Class 1 contains 4946 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5187102 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5187211 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -5187314.500000 Penalty: 5220.934570
	Iteration 166Q: 3 clusters Score -5187314 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -5187375.500000 Penalty: 5220.934570
	Iteration 167Q: 3 clusters Score -5187376 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -5187489.500000 Penalty: 5220.934570
	Iteration 168Q: 3 clusters Score -5187490 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -5187606.500000 Penalty: 5220.934570
	Iteration 169Q: 3 clusters Score -5187606 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -5187704.500000 Penalty: 5220.934570
	Iteration 170Q: 3 clusters Score -5187704 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -5187758.500000 Penalty: 5220.934570
	Iteration 171Q: 3 clusters Score -5187758 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -5187854.000000 Penalty: 5220.934570
	Iteration 172Q: 3 clusters Score -5187854 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -5187940.000000 Penalty: 5220.934570
	Iteration 173Q: 3 clusters Score -5187940 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -5188028.000000 Penalty: 5220.934570
	Iteration 174Q: 3 clusters Score -5188028 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -5188099.500000 Penalty: 5220.934570
	Iteration 175Q: 3 clusters Score -5188100 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -5188157.500000 Penalty: 5220.934570
	Iteration 176Q: 3 clusters Score -5188158 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -5188172.500000 Penalty: 5220.934570
	Iteration 177Q: 3 clusters Score -5188172 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -5188226.500000 Penalty: 5220.934570
	Iteration 178Q: 3 clusters Score -5188226 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -5188270.000000 Penalty: 5220.934570
	Iteration 179Q: 3 clusters Score -5188270 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -5188303.000000 Penalty: 5220.934570
	Iteration 180F: 3 clusters Score -5188303 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -5188339.000000 Penalty: 5220.934570
	Iteration 181Q: 3 clusters Score -5188339 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -5188353.500000 Penalty: 5220.934570
	Iteration 182Q: 3 clusters Score -5188354 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -5188400.500000 Penalty: 5220.934570
	Iteration 183Q: 3 clusters Score -5188400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -5188410.000000 Penalty: 5220.934570
	Iteration 184Q: 3 clusters Score -5188410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -5188426.000000 Penalty: 5220.934570
	Iteration 185Q: 3 clusters Score -5188426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -5188427.000000 Penalty: 5220.934570
	Iteration 186Q: 3 clusters Score -5188427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -5188449.500000 Penalty: 5220.934570
	Iteration 187Q: 3 clusters Score -5188450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -5188462.000000 Penalty: 5220.934570
	Iteration 188Q: 3 clusters Score -5188462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -5188461.500000 Penalty: 5220.934570
	Iteration 189Q: 3 clusters Score -5188462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -5188478.500000 Penalty: 5220.934570
	Iteration 190Q: 3 clusters Score -5188478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -5188479.000000 Penalty: 5220.934570
	Iteration 191Q: 3 clusters Score -5188479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -5188481.000000 Penalty: 5220.934570
	Iteration 192Q: 3 clusters Score -5188481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -5188484.000000 Penalty: 5220.934570
	Iteration 193Q: 3 clusters Score -5188484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -5188497.000000 Penalty: 5220.934570
	Iteration 194Q: 3 clusters Score -5188497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -5188505.000000 Penalty: 5220.934570
	Iteration 195Q: 3 clusters Score -5188505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -5188507.500000 Penalty: 5220.934570
	Iteration 196Q: 3 clusters Score -5188508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -5188512.000000 Penalty: 5220.934570
	Iteration 197Q: 3 clusters Score -5188512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -5188516.500000 Penalty: 5220.934570
	Iteration 198Q: 3 clusters Score -5188516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -5188515.500000 Penalty: 5220.934570
	Iteration 199Q: 3 clusters Score -5188516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -5188522.500000 Penalty: 5220.934570
	Iteration 200F: 3 clusters Score -5188522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -5188518.000000 Penalty: 5220.934570
	Iteration 201Q: 3 clusters Score -5188518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -5188538.500000 Penalty: 5220.934570
	Iteration 202Q: 3 clusters Score -5188538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -5188546.500000 Penalty: 5220.934570
	Iteration 203Q: 3 clusters Score -5188546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -5188563.000000 Penalty: 5220.934570
	Iteration 204Q: 3 clusters Score -5188563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -5188566.000000 Penalty: 5220.934570
	Iteration 205Q: 3 clusters Score -5188566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -5188563.000000 Penalty: 5220.934570
	Iteration 206Q: 3 clusters Score -5188563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -5188562.500000 Penalty: 5220.934570
	Iteration 207Q: 3 clusters Score -5188562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -5188571.500000 Penalty: 5220.934570
	Iteration 208Q: 3 clusters Score -5188572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -5188580.000000 Penalty: 5220.934570
	Iteration 209Q: 3 clusters Score -5188580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -5188578.500000 Penalty: 5220.934570
	Iteration 210Q: 3 clusters Score -5188578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -5188585.000000 Penalty: 5220.934570
	Iteration 211Q: 3 clusters Score -5188585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -5188585.000000 Penalty: 5220.934570
	Iteration 212Q: 3 clusters Score -5188585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -5188577.000000 Penalty: 5220.934570
	Iteration 213Q: 3 clusters Score -5188577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -5188581.500000 Penalty: 5220.934570
	Iteration 214Q: 3 clusters Score -5188582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -5188579.000000 Penalty: 5220.934570
	Iteration 215Q: 3 clusters Score -5188579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -5188582.000000 Penalty: 5220.934570
	Iteration 216Q: 3 clusters Score -5188582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -5188577.500000 Penalty: 5220.934570
	Iteration 217Q: 3 clusters Score -5188578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -5188583.000000 Penalty: 5220.934570
	Iteration 218Q: 3 clusters Score -5188583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -5188593.500000 Penalty: 5220.934570
	Iteration 219Q: 3 clusters Score -5188594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -5188598.500000 Penalty: 5220.934570
	Iteration 220F: 3 clusters Score -5188598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -5188604.000000 Penalty: 5220.934570
	Iteration 221Q: 3 clusters Score -5188604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -5188610.000000 Penalty: 5220.934570
	Iteration 222Q: 3 clusters Score -5188610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -5188614.000000 Penalty: 5220.934570
	Iteration 223Q: 3 clusters Score -5188614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -5188622.000000 Penalty: 5220.934570
	Iteration 224Q: 3 clusters Score -5188622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -5188620.500000 Penalty: 5220.934570
	Iteration 225Q: 3 clusters Score -5188620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -5188628.000000 Penalty: 5220.934570
	Iteration 226Q: 3 clusters Score -5188628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -5188638.000000 Penalty: 5220.934570
	Iteration 227Q: 3 clusters Score -5188638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -5188639.500000 Penalty: 5220.934570
	Iteration 228Q: 3 clusters Score -5188640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -5188633.500000 Penalty: 5220.934570
	Iteration 229Q: 3 clusters Score -5188634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -5188634.000000 Penalty: 5220.934570
	Iteration 230Q: 3 clusters Score -5188634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -5188638.500000 Penalty: 5220.934570
	Iteration 231Q: 3 clusters Score -5188638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -5188636.500000 Penalty: 5220.934570
	Iteration 232Q: 3 clusters Score -5188636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -5188646.500000 Penalty: 5220.934570
	Iteration 233Q: 3 clusters Score -5188646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -5188644.500000 Penalty: 5220.934570
	Iteration 234Q: 3 clusters Score -5188644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -5188644.500000 Penalty: 5220.934570
	Iteration 235Q: 3 clusters Score -5188644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -5188647.000000 Penalty: 5220.934570
	Iteration 236Q: 3 clusters Score -5188647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -5188649.000000 Penalty: 5220.934570
	Iteration 237Q: 3 clusters Score -5188649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -5188649.000000 Penalty: 5220.934570
	Iteration 238F: 3 clusters Score -5188649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Entering Unmasked Estep 
Score: -3361629.750000 Penalty: 2502.198730
	Iteration 0F: 2 clusters Score -3361630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -3344896.000000 Penalty: 5004.397461
	Iteration 0F: 3 clusters Score -3344896 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3350688.500000 Penalty: 5004.397461
	Iteration 1F: 3 clusters Score -3350688 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -3351120.250000 Penalty: 5004.397461
	Iteration 2F: 3 clusters Score -3351120 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3351573.750000 Penalty: 5004.397461
	Iteration 3Q: 3 clusters Score -3351574 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -3352141.250000 Penalty: 5004.397461
	Iteration 4Q: 3 clusters Score -3352141 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -3353015.500000 Penalty: 5004.397461
	Iteration 5F: 3 clusters Score -3353016 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -3354207.750000 Penalty: 5004.397461
	Iteration 6F: 3 clusters Score -3354208 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -3355661.750000 Penalty: 5004.397461
	Iteration 7F: 3 clusters Score -3355662 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -3357130.750000 Penalty: 5004.397461
	Iteration 8F: 3 clusters Score -3357131 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3358235.750000 Penalty: 5004.397461
	Iteration 9Q: 3 clusters Score -3358236 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -3358840.750000 Penalty: 5004.397461
	Iteration 10Q: 3 clusters Score -3358841 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3359137.500000 Penalty: 5004.397461
	Iteration 11Q: 3 clusters Score -3359138 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -3359247.000000 Penalty: 5004.397461
	Iteration 12Q: 3 clusters Score -3359247 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -3359310.250000 Penalty: 5004.397461
	Iteration 13Q: 3 clusters Score -3359310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -3359350.000000 Penalty: 5004.397461
	Iteration 14Q: 3 clusters Score -3359350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3359374.750000 Penalty: 5004.397461
	Iteration 15Q: 3 clusters Score -3359375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -3359380.250000 Penalty: 5004.397461
	Iteration 16Q: 3 clusters Score -3359380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -3359391.750000 Penalty: 5004.397461
	Iteration 17Q: 3 clusters Score -3359392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -3359399.250000 Penalty: 5004.397461
	Iteration 18Q: 3 clusters Score -3359399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -3359404.000000 Penalty: 5004.397461
	Iteration 19Q: 3 clusters Score -3359404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -3359414.500000 Penalty: 5004.397461
	Iteration 20F: 3 clusters Score -3359414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -3359418.500000 Penalty: 5004.397461
	Iteration 21Q: 3 clusters Score -3359418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -3359421.250000 Penalty: 5004.397461
	Iteration 22Q: 3 clusters Score -3359421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -3359418.250000 Penalty: 5004.397461
	Iteration 23Q: 3 clusters Score -3359418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -3359421.500000 Penalty: 5004.397461
	Iteration 24Q: 3 clusters Score -3359422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -3359422.750000 Penalty: 5004.397461
	Iteration 25Q: 3 clusters Score -3359423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -3359428.000000 Penalty: 5004.397461
	Iteration 26Q: 3 clusters Score -3359428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -3359428.000000 Penalty: 5004.397461
	Iteration 27F: 3 clusters Score -3359428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (53057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Entering Unmasked Estep 
Score: -7383421.500000 Penalty: 2698.022217
	Iteration 0F: 2 clusters Score -7383422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -7347763.500000 Penalty: 5396.044434
	Iteration 0F: 3 clusters Score -7347764 nChanged 24620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -7361938.000000 Penalty: 5396.044434
	Iteration 1F: 3 clusters Score -7361938 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -7362935.000000 Penalty: 5396.044434
	Iteration 2Q: 3 clusters Score -7362935 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -7364227.000000 Penalty: 5396.044434
	Iteration 3F: 3 clusters Score -7364227 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -7365862.000000 Penalty: 5396.044434
	Iteration 4F: 3 clusters Score -7365862 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -7367923.500000 Penalty: 5396.044434
	Iteration 5F: 3 clusters Score -7367924 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -7370519.500000 Penalty: 5396.044434
	Iteration 6F: 3 clusters Score -7370520 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -7373236.500000 Penalty: 5396.044434
	Iteration 7F: 3 clusters Score -7373236 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -7375565.000000 Penalty: 5396.044434
	Iteration 8F: 3 clusters Score -7375565 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -7377558.500000 Penalty: 5396.044434
	Iteration 9Q: 3 clusters Score -7377558 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 47829 members 
Entering Unmasked Estep 
Score: -7378979.500000 Penalty: 5396.044434
	Iteration 10Q: 3 clusters Score -7378980 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -7379997.000000 Penalty: 5396.044434
	Iteration 11Q: 3 clusters Score -7379997 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -7380704.500000 Penalty: 5396.044434
	Iteration 12Q: 3 clusters Score -7380704 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -7381140.500000 Penalty: 5396.044434
	Iteration 13Q: 3 clusters Score -7381140 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -7381413.500000 Penalty: 5396.044434
	Iteration 14Q: 3 clusters Score -7381414 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -7381528.000000 Penalty: 5396.044434
	Iteration 15Q: 3 clusters Score -7381528 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -7381600.500000 Penalty: 5396.044434
	Iteration 16Q: 3 clusters Score -7381600 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 51342 members 
Entering Unmasked Estep 
Score: -7381686.500000 Penalty: 5396.044434
	Iteration 17Q: 3 clusters Score -7381686 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -7381714.000000 Penalty: 5396.044434
	Iteration 18Q: 3 clusters Score -7381714 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -7381761.000000 Penalty: 5396.044434
	Iteration 19Q: 3 clusters Score -7381761 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -7381788.500000 Penalty: 5396.044434
	Iteration 20F: 3 clusters Score -7381788 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -7381816.000000 Penalty: 5396.044434
	Iteration 21Q: 3 clusters Score -7381816 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -7381831.000000 Penalty: 5396.044434
	Iteration 22Q: 3 clusters Score -7381831 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -7381845.000000 Penalty: 5396.044434
	Iteration 23Q: 3 clusters Score -7381845 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -7381867.500000 Penalty: 5396.044434
	Iteration 24Q: 3 clusters Score -7381868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -7381897.500000 Penalty: 5396.044434
	Iteration 25Q: 3 clusters Score -7381898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -7381908.000000 Penalty: 5396.044434
	Iteration 26Q: 3 clusters Score -7381908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -7381918.000000 Penalty: 5396.044434
	Iteration 27Q: 3 clusters Score -7381918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -7381941.000000 Penalty: 5396.044434
	Iteration 28Q: 3 clusters Score -7381941 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -7381954.500000 Penalty: 5396.044434
	Iteration 29Q: 3 clusters Score -7381954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -7381951.500000 Penalty: 5396.044434
	Iteration 30Q: 3 clusters Score -7381952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 52007 members 
Entering Unmasked Estep 
Score: -7381953.500000 Penalty: 5396.044434
	Iteration 31Q: 3 clusters Score -7381954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -7381963.000000 Penalty: 5396.044434
	Iteration 32Q: 3 clusters Score -7381963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 52031 members 
Entering Unmasked Estep 
Score: -7381971.500000 Penalty: 5396.044434
	Iteration 33Q: 3 clusters Score -7381972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -7381976.000000 Penalty: 5396.044434
	Iteration 34Q: 3 clusters Score -7381976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -7381986.500000 Penalty: 5396.044434
	Iteration 35Q: 3 clusters Score -7381986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 52060 members 
Entering Unmasked Estep 
Score: -7381985.000000 Penalty: 5396.044434
	Iteration 36Q: 3 clusters Score -7381985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -7381992.500000 Penalty: 5396.044434
	Iteration 37Q: 3 clusters Score -7381992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -7381991.000000 Penalty: 5396.044434
	Iteration 38Q: 3 clusters Score -7381991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -7381990.000000 Penalty: 5396.044434
	Iteration 39Q: 3 clusters Score -7381990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -7381992.000000 Penalty: 5396.044434
	Iteration 40F: 3 clusters Score -7381992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -7381997.000000 Penalty: 5396.044434
	Iteration 41Q: 3 clusters Score -7381997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -7381997.000000 Penalty: 5396.044434
	Iteration 42Q: 3 clusters Score -7381997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 52079 members 
Entering Unmasked Estep 
Score: -7381993.000000 Penalty: 5396.044434
	Iteration 43Q: 3 clusters Score -7381993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -7381994.000000 Penalty: 5396.044434
	Iteration 44Q: 3 clusters Score -7381994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -7381993.000000 Penalty: 5396.044434
	Iteration 45Q: 3 clusters Score -7381993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -7381997.000000 Penalty: 5396.044434
	Iteration 46Q: 3 clusters Score -7381997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -7381992.000000 Penalty: 5396.044434
	Iteration 47Q: 3 clusters Score -7381992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -7381992.000000 Penalty: 5396.044434
	Iteration 48F: 3 clusters Score -7381992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (171345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171345 members 
Entering Unmasked Estep 
Score: -23508724.000000 Penalty: 2988.755859
	Iteration 0F: 2 clusters Score -2.350872e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85808 members 
Mstep: Class 2 contains 85537 members 
Entering Unmasked Estep 
Score: -23396044.000000 Penalty: 5977.511719
	Iteration 0F: 3 clusters Score -2.339604e+07 nChanged 82146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87948 members 
Mstep: Class 2 contains 83397 members 
Entering Unmasked Estep 
Score: -23443344.000000 Penalty: 5977.511719
	Iteration 1F: 3 clusters Score -2.344334e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89367 members 
Mstep: Class 2 contains 81978 members 
Entering Unmasked Estep 
Score: -23444096.000000 Penalty: 5977.511719
	Iteration 2Q: 3 clusters Score -2.34441e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91529 members 
Mstep: Class 2 contains 79816 members 
Entering Unmasked Estep 
Score: -23444926.000000 Penalty: 5977.511719
	Iteration 3Q: 3 clusters Score -2.344493e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94623 members 
Mstep: Class 2 contains 76722 members 
Entering Unmasked Estep 
Score: -23446286.000000 Penalty: 5977.511719
	Iteration 4Q: 3 clusters Score -2.344629e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99283 members 
Mstep: Class 2 contains 72062 members 
Entering Unmasked Estep 
Score: -23448568.000000 Penalty: 5977.511719
	Iteration 5Q: 3 clusters Score -2.344857e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106222 members 
Mstep: Class 2 contains 65123 members 
Entering Unmasked Estep 
Score: -23452680.000000 Penalty: 5977.511719
	Iteration 6Q: 3 clusters Score -2.345268e+07 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115652 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -23459338.000000 Penalty: 5977.511719
	Iteration 7F: 3 clusters Score -2.345934e+07 nChanged 12028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127530 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -23469210.000000 Penalty: 5977.511719
	Iteration 8F: 3 clusters Score -2.346921e+07 nChanged 12887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140307 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -23481134.000000 Penalty: 5977.511719
	Iteration 9F: 3 clusters Score -2.348113e+07 nChanged 11316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151577 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -23491422.000000 Penalty: 5977.511719
	Iteration 10F: 3 clusters Score -2.349142e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -23498114.000000 Penalty: 5977.511719
	Iteration 11Q: 3 clusters Score -2.349811e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164308 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -23501722.000000 Penalty: 5977.511719
	Iteration 12Q: 3 clusters Score -2.350172e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167032 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -23503610.000000 Penalty: 5977.511719
	Iteration 13Q: 3 clusters Score -2.350361e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168547 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -23504752.000000 Penalty: 5977.511719
	Iteration 14Q: 3 clusters Score -2.350475e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169408 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -23505322.000000 Penalty: 5977.511719
	Iteration 15Q: 3 clusters Score -2.350532e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169893 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -23505692.000000 Penalty: 5977.511719
	Iteration 16Q: 3 clusters Score -2.350569e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170172 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -23505890.000000 Penalty: 5977.511719
	Iteration 17Q: 3 clusters Score -2.350589e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170342 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -23506016.000000 Penalty: 5977.511719
	Iteration 18Q: 3 clusters Score -2.350602e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170435 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -23506088.000000 Penalty: 5977.511719
	Iteration 19Q: 3 clusters Score -2.350609e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170492 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -23506076.000000 Penalty: 5977.511719
	Iteration 20F: 3 clusters Score -2.350608e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170530 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -23506114.000000 Penalty: 5977.511719
	Iteration 21Q: 3 clusters Score -2.350611e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170552 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -23506160.000000 Penalty: 5977.511719
	Iteration 22Q: 3 clusters Score -2.350616e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170571 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -23506166.000000 Penalty: 5977.511719
	Iteration 23Q: 3 clusters Score -2.350617e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170582 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -23506172.000000 Penalty: 5977.511719
	Iteration 24Q: 3 clusters Score -2.350617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170589 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -23506180.000000 Penalty: 5977.511719
	Iteration 25Q: 3 clusters Score -2.350618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170589 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -23506172.000000 Penalty: 5977.511719
	Iteration 26Q: 3 clusters Score -2.350617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170598 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -23506174.000000 Penalty: 5977.511719
	Iteration 27Q: 3 clusters Score -2.350617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170600 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -23506180.000000 Penalty: 5977.511719
	Iteration 28Q: 3 clusters Score -2.350618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170603 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -23506188.000000 Penalty: 5977.511719
	Iteration 29Q: 3 clusters Score -2.350619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170606 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -23506196.000000 Penalty: 5977.511719
	Iteration 30Q: 3 clusters Score -2.35062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170606 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -23506196.000000 Penalty: 5977.511719
	Iteration 31F: 3 clusters Score -2.35062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -122754.742188 Penalty: 1703.515503
	Iteration 0F: 2 clusters Score -122754.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -120837.578125 Penalty: 3407.031006
	Iteration 0F: 3 clusters Score -120837.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -121162.679688 Penalty: 3407.031006
	Iteration 1F: 3 clusters Score -121162.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -121284.507812 Penalty: 3407.031006
	Iteration 2F: 3 clusters Score -121284.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -121337.906250 Penalty: 3407.031006
	Iteration 3Q: 3 clusters Score -121337.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -121365.390625 Penalty: 3407.031006
	Iteration 4Q: 3 clusters Score -121365.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -121384.765625 Penalty: 3407.031006
	Iteration 5Q: 3 clusters Score -121384.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -121401.195312 Penalty: 3407.031006
	Iteration 6Q: 3 clusters Score -121401.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -121414.632812 Penalty: 3407.031006
	Iteration 7Q: 3 clusters Score -121414.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -121428.875000 Penalty: 3407.031006
	Iteration 8Q: 3 clusters Score -121428.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -121435.562500 Penalty: 3407.031006
	Iteration 9Q: 3 clusters Score -121435.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -121443.265625 Penalty: 3407.031006
	Iteration 10Q: 3 clusters Score -121443.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -121450.648438 Penalty: 3407.031006
	Iteration 11Q: 3 clusters Score -121450.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -121463.031250 Penalty: 3407.031006
	Iteration 12Q: 3 clusters Score -121463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -121482.312500 Penalty: 3407.031006
	Iteration 13Q: 3 clusters Score -121482.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -121493.796875 Penalty: 3407.031006
	Iteration 14Q: 3 clusters Score -121493.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -121499.804688 Penalty: 3407.031006
	Iteration 15Q: 3 clusters Score -121499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -121500.562500 Penalty: 3407.031006
	Iteration 16Q: 3 clusters Score -121500.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -121502.562500 Penalty: 3407.031006
	Iteration 17Q: 3 clusters Score -121502.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -121504.437500 Penalty: 3407.031006
	Iteration 18Q: 3 clusters Score -121504.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -121504.437500 Penalty: 3407.031006
	Iteration 19F: 3 clusters Score -121504.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (69223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69223 members 
Entering Unmasked Estep 
Score: -9563178.000000 Penalty: 2763.981934
	Iteration 0F: 2 clusters Score -9563178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -9516860.000000 Penalty: 5527.963867
	Iteration 0F: 3 clusters Score -9516860 nChanged 32138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -9534828.000000 Penalty: 5527.963867
	Iteration 1F: 3 clusters Score -9534828 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -9535500.000000 Penalty: 5527.963867
	Iteration 2Q: 3 clusters Score -9535500 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -9536453.000000 Penalty: 5527.963867
	Iteration 3Q: 3 clusters Score -9536453 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -9537958.000000 Penalty: 5527.963867
	Iteration 4Q: 3 clusters Score -9537958 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -9540201.000000 Penalty: 5527.963867
	Iteration 5F: 3 clusters Score -9540201 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -9544049.000000 Penalty: 5527.963867
	Iteration 6F: 3 clusters Score -9544049 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 57526 members 
Entering Unmasked Estep 
Score: -9549457.000000 Penalty: 5527.963867
	Iteration 7F: 3 clusters Score -9549457 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 62983 members 
Entering Unmasked Estep 
Score: -9554861.000000 Penalty: 5527.963867
	Iteration 8F: 3 clusters Score -9554861 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 66510 members 
Entering Unmasked Estep 
Score: -9558293.000000 Penalty: 5527.963867
	Iteration 9F: 3 clusters Score -9558293 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 68066 members 
Entering Unmasked Estep 
Score: -9559700.000000 Penalty: 5527.963867
	Iteration 10Q: 3 clusters Score -9559700 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 68632 members 
Entering Unmasked Estep 
Score: -9560271.000000 Penalty: 5527.963867
	Iteration 11Q: 3 clusters Score -9560271 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 68832 members 
Entering Unmasked Estep 
Score: -9560513.000000 Penalty: 5527.963867
	Iteration 12Q: 3 clusters Score -9560513 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -9560606.000000 Penalty: 5527.963867
	Iteration 13Q: 3 clusters Score -9560606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -9560646.000000 Penalty: 5527.963867
	Iteration 14Q: 3 clusters Score -9560646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -9560664.000000 Penalty: 5527.963867
	Iteration 15Q: 3 clusters Score -9560664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 68949 members 
Entering Unmasked Estep 
Score: -9560679.000000 Penalty: 5527.963867
	Iteration 16Q: 3 clusters Score -9560679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -9560701.000000 Penalty: 5527.963867
	Iteration 17Q: 3 clusters Score -9560701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 68959 members 
Entering Unmasked Estep 
Score: -9560717.000000 Penalty: 5527.963867
	Iteration 18Q: 3 clusters Score -9560717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 68961 members 
Entering Unmasked Estep 
Score: -9560729.000000 Penalty: 5527.963867
	Iteration 19Q: 3 clusters Score -9560729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
Score: -9560752.000000 Penalty: 5527.963867
	Iteration 20F: 3 clusters Score -9560752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 68970 members 
Entering Unmasked Estep 
Score: -9560751.000000 Penalty: 5527.963867
	Iteration 21Q: 3 clusters Score -9560751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 68970 members 
Entering Unmasked Estep 
Score: -9560758.000000 Penalty: 5527.963867
	Iteration 22Q: 3 clusters Score -9560758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 68971 members 
Entering Unmasked Estep 
Score: -9560761.000000 Penalty: 5527.963867
	Iteration 23Q: 3 clusters Score -9560761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 68974 members 
Entering Unmasked Estep 
Score: -9560765.000000 Penalty: 5527.963867
	Iteration 24Q: 3 clusters Score -9560765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 68975 members 
Entering Unmasked Estep 
Score: -9560765.000000 Penalty: 5527.963867
	Iteration 25Q: 3 clusters Score -9560765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 68975 members 
Entering Unmasked Estep 
Score: -9560765.000000 Penalty: 5527.963867
	Iteration 26F: 3 clusters Score -9560765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 99527 members 
Mstep: Class 4 contains 4244 members 
Mstep: Class 8 contains 56691 members 
Mstep: Class 9 contains 14291 members 
Mstep: Class 10 contains 158552 members 
Mstep: Class 11 contains 18345 members 
Mstep: Class 12 contains 148281 members 
Mstep: Class 13 contains 528 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37275 members 
Mstep: Class 17 contains 24089 members 
Mstep: Class 18 contains 53057 members 
Mstep: Class 19 contains 171345 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 69223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116109376.000000 Penalty: 54213.273438
Iteration 199Q: 17 clusters Score -1.161094e+08 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 98911 members 
Mstep: Class 4 contains 4247 members 
Mstep: Class 8 contains 56713 members 
Mstep: Class 9 contains 14294 members 
Mstep: Class 10 contains 158602 members 
Mstep: Class 11 contains 18329 members 
Mstep: Class 12 contains 148660 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37296 members 
Mstep: Class 17 contains 24070 members 
Mstep: Class 18 contains 53050 members 
Mstep: Class 19 contains 171478 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 69271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116109472.000000 Penalty: 54213.273438
Iteration 200F: 17 clusters Score -1.161095e+08 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 98333 members 
Mstep: Class 4 contains 4248 members 
Mstep: Class 8 contains 56727 members 
Mstep: Class 9 contains 14294 members 
Mstep: Class 10 contains 158650 members 
Mstep: Class 11 contains 18326 members 
Mstep: Class 12 contains 148961 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37298 members 
Mstep: Class 17 contains 24056 members 
Mstep: Class 18 contains 53042 members 
Mstep: Class 19 contains 171660 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 69327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116109408.000000 Penalty: 54213.273438
Iteration 201Q: 17 clusters Score -1.161094e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 97771 members 
Mstep: Class 4 contains 4249 members 
Mstep: Class 8 contains 56758 members 
Mstep: Class 9 contains 14287 members 
Mstep: Class 10 contains 158712 members 
Mstep: Class 11 contains 18325 members 
Mstep: Class 12 contains 149188 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37303 members 
Mstep: Class 17 contains 24045 members 
Mstep: Class 18 contains 53032 members 
Mstep: Class 19 contains 171866 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 69386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116109216.000000 Penalty: 54213.273438
Iteration 202Q: 17 clusters Score -1.161092e+08 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 97194 members 
Mstep: Class 4 contains 4249 members 
Mstep: Class 8 contains 56774 members 
Mstep: Class 9 contains 14284 members 
Mstep: Class 10 contains 158766 members 
Mstep: Class 11 contains 18325 members 
Mstep: Class 12 contains 149389 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37319 members 
Mstep: Class 17 contains 24034 members 
Mstep: Class 18 contains 53031 members 
Mstep: Class 19 contains 172105 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 69452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116109432.000000 Penalty: 54213.273438
Iteration 203Q: 17 clusters Score -1.161094e+08 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 96638 members 
Mstep: Class 4 contains 4249 members 
Mstep: Class 8 contains 56798 members 
Mstep: Class 9 contains 14279 members 
Mstep: Class 10 contains 158835 members 
Mstep: Class 11 contains 18323 members 
Mstep: Class 12 contains 149577 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37339 members 
Mstep: Class 17 contains 24022 members 
Mstep: Class 18 contains 53032 members 
Mstep: Class 19 contains 172323 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 69507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116109552.000000 Penalty: 54213.273438
Iteration 204Q: 17 clusters Score -1.161096e+08 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 96109 members 
Mstep: Class 4 contains 4249 members 
Mstep: Class 8 contains 56811 members 
Mstep: Class 9 contains 14277 members 
Mstep: Class 10 contains 158927 members 
Mstep: Class 11 contains 18305 members 
Mstep: Class 12 contains 149704 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37347 members 
Mstep: Class 17 contains 24009 members 
Mstep: Class 18 contains 53046 members 
Mstep: Class 19 contains 172580 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 69558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116109536.000000 Penalty: 54213.273438
Iteration 205Q: 17 clusters Score -1.161095e+08 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 95600 members 
Mstep: Class 4 contains 4251 members 
Mstep: Class 8 contains 56845 members 
Mstep: Class 9 contains 14273 members 
Mstep: Class 10 contains 159002 members 
Mstep: Class 11 contains 18299 members 
Mstep: Class 12 contains 149812 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 16 contains 37344 members 
Mstep: Class 17 contains 23981 members 
Mstep: Class 18 contains 53055 members 
Mstep: Class 19 contains 172850 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 69609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116109152.000000 Penalty: 54213.273438
Iteration 206Q: 17 clusters Score -1.161092e+08 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 95071 members 
Mstep: Class 4 contains 4253 members 
Mstep: Class 8 contains 56874 members 
Mstep: Class 9 contains 14267 members 
Mstep: Class 10 contains 159088 members 
Mstep: Class 11 contains 18307 members 
Mstep: Class 12 contains 149923 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37349 members 
Mstep: Class 17 contains 23966 members 
Mstep: Class 18 contains 53065 members 
Mstep: Class 19 contains 173105 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 69654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116109184.000000 Penalty: 54213.273438
Iteration 207Q: 17 clusters Score -1.161092e+08 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 94549 members 
Mstep: Class 4 contains 4256 members 
Mstep: Class 8 contains 56884 members 
Mstep: Class 9 contains 14273 members 
Mstep: Class 10 contains 159178 members 
Mstep: Class 11 contains 18309 members 
Mstep: Class 12 contains 149997 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37355 members 
Mstep: Class 17 contains 23957 members 
Mstep: Class 18 contains 53084 members 
Mstep: Class 19 contains 173375 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 69705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116109104.000000 Penalty: 54213.273438
Iteration 208Q: 17 clusters Score -1.161091e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 94082 members 
Mstep: Class 4 contains 4260 members 
Mstep: Class 8 contains 56897 members 
Mstep: Class 9 contains 14274 members 
Mstep: Class 10 contains 159246 members 
Mstep: Class 11 contains 18308 members 
Mstep: Class 12 contains 150094 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37369 members 
Mstep: Class 17 contains 23950 members 
Mstep: Class 18 contains 53090 members 
Mstep: Class 19 contains 173610 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 69742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116108744.000000 Penalty: 54213.273438
Iteration 209Q: 17 clusters Score -1.161087e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 93586 members 
Mstep: Class 4 contains 4260 members 
Mstep: Class 8 contains 56909 members 
Mstep: Class 9 contains 14270 members 
Mstep: Class 10 contains 159295 members 
Mstep: Class 11 contains 18303 members 
Mstep: Class 12 contains 150225 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37381 members 
Mstep: Class 17 contains 23950 members 
Mstep: Class 18 contains 53116 members 
Mstep: Class 19 contains 173854 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 69774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116108976.000000 Penalty: 54213.273438
Iteration 210Q: 17 clusters Score -1.16109e+08 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 93123 members 
Mstep: Class 4 contains 4262 members 
Mstep: Class 8 contains 56929 members 
Mstep: Class 9 contains 14268 members 
Mstep: Class 10 contains 159350 members 
Mstep: Class 11 contains 18310 members 
Mstep: Class 12 contains 150293 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37400 members 
Mstep: Class 17 contains 23959 members 
Mstep: Class 18 contains 53131 members 
Mstep: Class 19 contains 174086 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 69813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116109032.000000 Penalty: 54213.273438
Iteration 211Q: 17 clusters Score -1.16109e+08 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 92677 members 
Mstep: Class 4 contains 4265 members 
Mstep: Class 8 contains 56949 members 
Mstep: Class 9 contains 14269 members 
Mstep: Class 10 contains 159445 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 150311 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37416 members 
Mstep: Class 17 contains 23975 members 
Mstep: Class 18 contains 53144 members 
Mstep: Class 19 contains 174311 members 
Mstep: Class 20 contains 963 members 
Mstep: Class 21 contains 69839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116109000.000000 Penalty: 54213.273438
Iteration 212Q: 17 clusters Score -1.16109e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 92236 members 
Mstep: Class 4 contains 4265 members 
Mstep: Class 8 contains 56952 members 
Mstep: Class 9 contains 14262 members 
Mstep: Class 10 contains 159568 members 
Mstep: Class 11 contains 18318 members 
Mstep: Class 12 contains 150358 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37409 members 
Mstep: Class 17 contains 23982 members 
Mstep: Class 18 contains 53162 members 
Mstep: Class 19 contains 174533 members 
Mstep: Class 20 contains 963 members 
Mstep: Class 21 contains 69878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116108664.000000 Penalty: 54213.273438
Iteration 213Q: 17 clusters Score -1.161087e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 91767 members 
Mstep: Class 4 contains 4266 members 
Mstep: Class 8 contains 56951 members 
Mstep: Class 9 contains 14256 members 
Mstep: Class 10 contains 159729 members 
Mstep: Class 11 contains 18329 members 
Mstep: Class 12 contains 150332 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37406 members 
Mstep: Class 17 contains 23993 members 
Mstep: Class 18 contains 53183 members 
Mstep: Class 19 contains 174770 members 
Mstep: Class 20 contains 963 members 
Mstep: Class 21 contains 69941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116108768.000000 Penalty: 54213.273438
Iteration 214Q: 17 clusters Score -1.161088e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 91277 members 
Mstep: Class 4 contains 4266 members 
Mstep: Class 8 contains 56956 members 
Mstep: Class 9 contains 14251 members 
Mstep: Class 10 contains 159911 members 
Mstep: Class 11 contains 18330 members 
Mstep: Class 12 contains 150306 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37403 members 
Mstep: Class 17 contains 24010 members 
Mstep: Class 18 contains 53193 members 
Mstep: Class 19 contains 175005 members 
Mstep: Class 20 contains 963 members 
Mstep: Class 21 contains 70015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116108512.000000 Penalty: 54213.273438
Iteration 215Q: 17 clusters Score -1.161085e+08 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 90798 members 
Mstep: Class 4 contains 4266 members 
Mstep: Class 8 contains 56984 members 
Mstep: Class 9 contains 14249 members 
Mstep: Class 10 contains 160061 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 150278 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37395 members 
Mstep: Class 17 contains 24017 members 
Mstep: Class 18 contains 53192 members 
Mstep: Class 19 contains 175281 members 
Mstep: Class 20 contains 963 members 
Mstep: Class 21 contains 70080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116108464.000000 Penalty: 54213.273438
Iteration 216Q: 17 clusters Score -1.161085e+08 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 90330 members 
Mstep: Class 4 contains 4266 members 
Mstep: Class 8 contains 56999 members 
Mstep: Class 9 contains 14244 members 
Mstep: Class 10 contains 160194 members 
Mstep: Class 11 contains 18316 members 
Mstep: Class 12 contains 150250 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37385 members 
Mstep: Class 17 contains 24014 members 
Mstep: Class 18 contains 53196 members 
Mstep: Class 19 contains 175572 members 
Mstep: Class 20 contains 963 members 
Mstep: Class 21 contains 70157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116108216.000000 Penalty: 54213.273438
Iteration 217Q: 17 clusters Score -1.161082e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 89889 members 
Mstep: Class 4 contains 4266 members 
Mstep: Class 8 contains 57016 members 
Mstep: Class 9 contains 14242 members 
Mstep: Class 10 contains 160308 members 
Mstep: Class 11 contains 18316 members 
Mstep: Class 12 contains 150270 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37395 members 
Mstep: Class 17 contains 24023 members 
Mstep: Class 18 contains 53189 members 
Mstep: Class 19 contains 175788 members 
Mstep: Class 20 contains 963 members 
Mstep: Class 21 contains 70220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116108168.000000 Penalty: 54213.273438
Iteration 218Q: 17 clusters Score -1.161082e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 89487 members 
Mstep: Class 4 contains 4266 members 
Mstep: Class 8 contains 57032 members 
Mstep: Class 9 contains 14249 members 
Mstep: Class 10 contains 160432 members 
Mstep: Class 11 contains 18310 members 
Mstep: Class 12 contains 150266 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37396 members 
Mstep: Class 17 contains 24039 members 
Mstep: Class 18 contains 53194 members 
Mstep: Class 19 contains 175973 members 
Mstep: Class 20 contains 963 members 
Mstep: Class 21 contains 70278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116108088.000000 Penalty: 54213.273438
Iteration 219Q: 17 clusters Score -1.161081e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 89098 members 
Mstep: Class 4 contains 4266 members 
Mstep: Class 8 contains 57047 members 
Mstep: Class 9 contains 14250 members 
Mstep: Class 10 contains 160534 members 
Mstep: Class 11 contains 18307 members 
Mstep: Class 12 contains 150289 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37398 members 
Mstep: Class 17 contains 24039 members 
Mstep: Class 18 contains 53190 members 
Mstep: Class 19 contains 176164 members 
Mstep: Class 20 contains 963 members 
Mstep: Class 21 contains 70339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116107808.000000 Penalty: 54213.273438
Iteration 220F: 17 clusters Score -1.161078e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 88726 members 
Mstep: Class 4 contains 4266 members 
Mstep: Class 8 contains 57054 members 
Mstep: Class 9 contains 14245 members 
Mstep: Class 10 contains 160649 members 
Mstep: Class 11 contains 18307 members 
Mstep: Class 12 contains 150324 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37402 members 
Mstep: Class 17 contains 24034 members 
Mstep: Class 18 contains 53177 members 
Mstep: Class 19 contains 176343 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 70393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116107776.000000 Penalty: 54213.273438
Iteration 221Q: 17 clusters Score -1.161078e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 88362 members 
Mstep: Class 4 contains 4267 members 
Mstep: Class 8 contains 57052 members 
Mstep: Class 9 contains 14243 members 
Mstep: Class 10 contains 160750 members 
Mstep: Class 11 contains 18304 members 
Mstep: Class 12 contains 150374 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37403 members 
Mstep: Class 17 contains 24041 members 
Mstep: Class 18 contains 53182 members 
Mstep: Class 19 contains 176505 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 70437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116107792.000000 Penalty: 54213.273438
Iteration 222Q: 17 clusters Score -1.161078e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 87994 members 
Mstep: Class 4 contains 4267 members 
Mstep: Class 8 contains 57062 members 
Mstep: Class 9 contains 14251 members 
Mstep: Class 10 contains 160853 members 
Mstep: Class 11 contains 18312 members 
Mstep: Class 12 contains 150385 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37406 members 
Mstep: Class 17 contains 24058 members 
Mstep: Class 18 contains 53196 members 
Mstep: Class 19 contains 176664 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 70471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116107352.000000 Penalty: 54213.273438
Iteration 223Q: 17 clusters Score -1.161074e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 87632 members 
Mstep: Class 4 contains 4268 members 
Mstep: Class 8 contains 57064 members 
Mstep: Class 9 contains 14244 members 
Mstep: Class 10 contains 160954 members 
Mstep: Class 11 contains 18310 members 
Mstep: Class 12 contains 150409 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37410 members 
Mstep: Class 17 contains 24067 members 
Mstep: Class 18 contains 53230 members 
Mstep: Class 19 contains 176790 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 70541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116107240.000000 Penalty: 54213.273438
Iteration 224Q: 17 clusters Score -1.161072e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 87241 members 
Mstep: Class 4 contains 4272 members 
Mstep: Class 8 contains 57061 members 
Mstep: Class 9 contains 14243 members 
Mstep: Class 10 contains 161073 members 
Mstep: Class 11 contains 18318 members 
Mstep: Class 12 contains 150412 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37414 members 
Mstep: Class 17 contains 24067 members 
Mstep: Class 18 contains 53268 members 
Mstep: Class 19 contains 176957 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 70592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116107272.000000 Penalty: 54213.273438
Iteration 225Q: 17 clusters Score -1.161073e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 86839 members 
Mstep: Class 4 contains 4276 members 
Mstep: Class 8 contains 57044 members 
Mstep: Class 9 contains 14250 members 
Mstep: Class 10 contains 161173 members 
Mstep: Class 11 contains 18324 members 
Mstep: Class 12 contains 150422 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37410 members 
Mstep: Class 17 contains 24079 members 
Mstep: Class 18 contains 53315 members 
Mstep: Class 19 contains 177134 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 70652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106888.000000 Penalty: 54213.273438
Iteration 226Q: 17 clusters Score -1.161069e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 86499 members 
Mstep: Class 4 contains 4279 members 
Mstep: Class 8 contains 57039 members 
Mstep: Class 9 contains 14252 members 
Mstep: Class 10 contains 161255 members 
Mstep: Class 11 contains 18329 members 
Mstep: Class 12 contains 150421 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37413 members 
Mstep: Class 17 contains 24110 members 
Mstep: Class 18 contains 53356 members 
Mstep: Class 19 contains 177283 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 70683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106920.000000 Penalty: 54213.273438
Iteration 227Q: 17 clusters Score -1.161069e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 86205 members 
Mstep: Class 4 contains 4280 members 
Mstep: Class 8 contains 57037 members 
Mstep: Class 9 contains 14255 members 
Mstep: Class 10 contains 161320 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 150453 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37416 members 
Mstep: Class 17 contains 24136 members 
Mstep: Class 18 contains 53384 members 
Mstep: Class 19 contains 177378 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 70722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106840.000000 Penalty: 54213.273438
Iteration 228Q: 17 clusters Score -1.161068e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 85907 members 
Mstep: Class 4 contains 4281 members 
Mstep: Class 8 contains 57049 members 
Mstep: Class 9 contains 14253 members 
Mstep: Class 10 contains 161386 members 
Mstep: Class 11 contains 18344 members 
Mstep: Class 12 contains 150485 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37422 members 
Mstep: Class 17 contains 24151 members 
Mstep: Class 18 contains 53406 members 
Mstep: Class 19 contains 177448 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 70786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106984.000000 Penalty: 54213.273438
Iteration 229Q: 17 clusters Score -1.16107e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 85618 members 
Mstep: Class 4 contains 4280 members 
Mstep: Class 8 contains 57055 members 
Mstep: Class 9 contains 14254 members 
Mstep: Class 10 contains 161437 members 
Mstep: Class 11 contains 18355 members 
Mstep: Class 12 contains 150542 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37437 members 
Mstep: Class 17 contains 24169 members 
Mstep: Class 18 contains 53440 members 
Mstep: Class 19 contains 177483 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 70848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116107048.000000 Penalty: 54213.273438
Iteration 230Q: 17 clusters Score -1.16107e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 85326 members 
Mstep: Class 4 contains 4280 members 
Mstep: Class 8 contains 57065 members 
Mstep: Class 9 contains 14248 members 
Mstep: Class 10 contains 161509 members 
Mstep: Class 11 contains 18357 members 
Mstep: Class 12 contains 150613 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37443 members 
Mstep: Class 17 contains 24178 members 
Mstep: Class 18 contains 53469 members 
Mstep: Class 19 contains 177506 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 70924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106800.000000 Penalty: 54213.273438
Iteration 231Q: 17 clusters Score -1.161068e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 85038 members 
Mstep: Class 4 contains 4281 members 
Mstep: Class 8 contains 57065 members 
Mstep: Class 9 contains 14254 members 
Mstep: Class 10 contains 161579 members 
Mstep: Class 11 contains 18364 members 
Mstep: Class 12 contains 150698 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37444 members 
Mstep: Class 17 contains 24196 members 
Mstep: Class 18 contains 53515 members 
Mstep: Class 19 contains 177523 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 70961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106752.000000 Penalty: 54213.273438
Iteration 232Q: 17 clusters Score -1.161068e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 84782 members 
Mstep: Class 4 contains 4283 members 
Mstep: Class 8 contains 57059 members 
Mstep: Class 9 contains 14252 members 
Mstep: Class 10 contains 161686 members 
Mstep: Class 11 contains 18369 members 
Mstep: Class 12 contains 150745 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37447 members 
Mstep: Class 17 contains 24211 members 
Mstep: Class 18 contains 53547 members 
Mstep: Class 19 contains 177535 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106768.000000 Penalty: 54213.273438
Iteration 233Q: 17 clusters Score -1.161068e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 84528 members 
Mstep: Class 4 contains 4284 members 
Mstep: Class 8 contains 57047 members 
Mstep: Class 9 contains 14245 members 
Mstep: Class 10 contains 161784 members 
Mstep: Class 11 contains 18379 members 
Mstep: Class 12 contains 150785 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37454 members 
Mstep: Class 17 contains 24235 members 
Mstep: Class 18 contains 53577 members 
Mstep: Class 19 contains 177557 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106864.000000 Penalty: 54213.273438
Iteration 234Q: 17 clusters Score -1.161069e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 84313 members 
Mstep: Class 4 contains 4284 members 
Mstep: Class 8 contains 57038 members 
Mstep: Class 9 contains 14245 members 
Mstep: Class 10 contains 161877 members 
Mstep: Class 11 contains 18389 members 
Mstep: Class 12 contains 150818 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37457 members 
Mstep: Class 17 contains 24236 members 
Mstep: Class 18 contains 53590 members 
Mstep: Class 19 contains 177594 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116107032.000000 Penalty: 54213.273438
Iteration 235Q: 17 clusters Score -1.16107e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 84125 members 
Mstep: Class 4 contains 4286 members 
Mstep: Class 8 contains 57029 members 
Mstep: Class 9 contains 14247 members 
Mstep: Class 10 contains 161935 members 
Mstep: Class 11 contains 18402 members 
Mstep: Class 12 contains 150801 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37469 members 
Mstep: Class 17 contains 24246 members 
Mstep: Class 18 contains 53614 members 
Mstep: Class 19 contains 177644 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106968.000000 Penalty: 54213.273438
Iteration 236Q: 17 clusters Score -1.16107e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 83928 members 
Mstep: Class 4 contains 4287 members 
Mstep: Class 8 contains 57028 members 
Mstep: Class 9 contains 14246 members 
Mstep: Class 10 contains 161991 members 
Mstep: Class 11 contains 18410 members 
Mstep: Class 12 contains 150805 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37475 members 
Mstep: Class 17 contains 24246 members 
Mstep: Class 18 contains 53641 members 
Mstep: Class 19 contains 177691 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106880.000000 Penalty: 54213.273438
Iteration 237Q: 17 clusters Score -1.161069e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 83745 members 
Mstep: Class 4 contains 4288 members 
Mstep: Class 8 contains 57042 members 
Mstep: Class 9 contains 14233 members 
Mstep: Class 10 contains 162041 members 
Mstep: Class 11 contains 18421 members 
Mstep: Class 12 contains 150778 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37481 members 
Mstep: Class 17 contains 24258 members 
Mstep: Class 18 contains 53664 members 
Mstep: Class 19 contains 177746 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106792.000000 Penalty: 54213.273438
Iteration 238Q: 17 clusters Score -1.161068e+08 nChanged 828
Entering ConstructFrom: 
Score: -116106792.000000 Penalty: 54213.273438
Entering ConstructFrom: 
Trying to split cluster 1 (1215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Entering Unmasked Estep 
Score: -158695.093750 Penalty: 1761.419922
	Iteration 0F: 2 clusters Score -158695.1 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 583 members 
Entering Unmasked Estep 
Score: -156601.703125 Penalty: 3522.839844
	Iteration 0F: 3 clusters Score -156601.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -156913.781250 Penalty: 3522.839844
	Iteration 1F: 3 clusters Score -156913.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -157041.656250 Penalty: 3522.839844
	Iteration 2F: 3 clusters Score -157041.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -157131.640625 Penalty: 3522.839844
	Iteration 3Q: 3 clusters Score -157131.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -157182.875000 Penalty: 3522.839844
	Iteration 4Q: 3 clusters Score -157182.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -157211.984375 Penalty: 3522.839844
	Iteration 5Q: 3 clusters Score -157212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -157231.609375 Penalty: 3522.839844
	Iteration 6Q: 3 clusters Score -157231.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -157244.500000 Penalty: 3522.839844
	Iteration 7Q: 3 clusters Score -157244.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -157267.687500 Penalty: 3522.839844
	Iteration 8Q: 3 clusters Score -157267.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -157276.468750 Penalty: 3522.839844
	Iteration 9Q: 3 clusters Score -157276.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -157286.875000 Penalty: 3522.839844
	Iteration 10Q: 3 clusters Score -157286.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -157294.062500 Penalty: 3522.839844
	Iteration 11Q: 3 clusters Score -157294.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -157302.765625 Penalty: 3522.839844
	Iteration 12Q: 3 clusters Score -157302.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -157315.609375 Penalty: 3522.839844
	Iteration 13Q: 3 clusters Score -157315.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -157318.796875 Penalty: 3522.839844
	Iteration 14Q: 3 clusters Score -157318.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -157324.000000 Penalty: 3522.839844
	Iteration 15Q: 3 clusters Score -157324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -157326.015625 Penalty: 3522.839844
	Iteration 16Q: 3 clusters Score -157326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -157329.250000 Penalty: 3522.839844
	Iteration 17Q: 3 clusters Score -157329.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -157330.406250 Penalty: 3522.839844
	Iteration 18Q: 3 clusters Score -157330.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -157335.765625 Penalty: 3522.839844
	Iteration 19Q: 3 clusters Score -157335.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -157342.656250 Penalty: 3522.839844
	Iteration 20F: 3 clusters Score -157342.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -157343.718750 Penalty: 3522.839844
	Iteration 21Q: 3 clusters Score -157343.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -157345.781250 Penalty: 3522.839844
	Iteration 22Q: 3 clusters Score -157345.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -157346.515625 Penalty: 3522.839844
	Iteration 23Q: 3 clusters Score -157346.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -157346.515625 Penalty: 3522.839844
	Iteration 24F: 3 clusters Score -157346.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (83573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83573 members 
Entering Unmasked Estep 
Score: -11560769.000000 Penalty: 2810.702148
	Iteration 0F: 2 clusters Score -1.156077e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -11504871.000000 Penalty: 5621.404297
	Iteration 0F: 3 clusters Score -1.150487e+07 nChanged 39245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -11527343.000000 Penalty: 5621.404297
	Iteration 1F: 3 clusters Score -1.152734e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -11528148.000000 Penalty: 5621.404297
	Iteration 2Q: 3 clusters Score -1.152815e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -11528957.000000 Penalty: 5621.404297
	Iteration 3Q: 3 clusters Score -1.152896e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -11530031.000000 Penalty: 5621.404297
	Iteration 4Q: 3 clusters Score -1.153003e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51764 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -11531632.000000 Penalty: 5621.404297
	Iteration 5Q: 3 clusters Score -1.153163e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55982 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -11534247.000000 Penalty: 5621.404297
	Iteration 6F: 3 clusters Score -1.153425e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61425 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -11538379.000000 Penalty: 5621.404297
	Iteration 7F: 3 clusters Score -1.153838e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67691 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -11543755.000000 Penalty: 5621.404297
	Iteration 8F: 3 clusters Score -1.154376e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73640 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -11549375.000000 Penalty: 5621.404297
	Iteration 9F: 3 clusters Score -1.154938e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78192 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -11553680.000000 Penalty: 5621.404297
	Iteration 10F: 3 clusters Score -1.155368e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80942 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -11556189.000000 Penalty: 5621.404297
	Iteration 11Q: 3 clusters Score -1.155619e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82238 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -11557297.000000 Penalty: 5621.404297
	Iteration 12Q: 3 clusters Score -1.15573e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82794 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -11557817.000000 Penalty: 5621.404297
	Iteration 13Q: 3 clusters Score -1.155782e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83005 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -11558007.000000 Penalty: 5621.404297
	Iteration 14Q: 3 clusters Score -1.155801e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83111 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -11558122.000000 Penalty: 5621.404297
	Iteration 15Q: 3 clusters Score -1.155812e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83147 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -11558176.000000 Penalty: 5621.404297
	Iteration 16Q: 3 clusters Score -1.155818e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83177 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -11558217.000000 Penalty: 5621.404297
	Iteration 17Q: 3 clusters Score -1.155822e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83200 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -11558253.000000 Penalty: 5621.404297
	Iteration 18Q: 3 clusters Score -1.155825e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83216 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -11558288.000000 Penalty: 5621.404297
	Iteration 19Q: 3 clusters Score -1.155829e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -11558297.000000 Penalty: 5621.404297
	Iteration 20F: 3 clusters Score -1.15583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83239 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -11558295.000000 Penalty: 5621.404297
	Iteration 21Q: 3 clusters Score -1.15583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83244 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -11558301.000000 Penalty: 5621.404297
	Iteration 22Q: 3 clusters Score -1.15583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83245 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -11558309.000000 Penalty: 5621.404297
	Iteration 23Q: 3 clusters Score -1.155831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83245 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -11558309.000000 Penalty: 5621.404297
	Iteration 24F: 3 clusters Score -1.155831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Entering Unmasked Estep 
Score: -564826.375000 Penalty: 2074.224609
	Iteration 0F: 2 clusters Score -564826.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -560757.562500 Penalty: 4148.449219
	Iteration 0F: 3 clusters Score -560757.6 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -561752.250000 Penalty: 4148.449219
	Iteration 1F: 3 clusters Score -561752.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -562132.375000 Penalty: 4148.449219
	Iteration 2F: 3 clusters Score -562132.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -562425.625000 Penalty: 4148.449219
	Iteration 3F: 3 clusters Score -562425.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -562671.062500 Penalty: 4148.449219
	Iteration 4F: 3 clusters Score -562671.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -562861.562500 Penalty: 4148.449219
	Iteration 5F: 3 clusters Score -562861.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -563009.625000 Penalty: 4148.449219
	Iteration 6Q: 3 clusters Score -563009.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -563139.562500 Penalty: 4148.449219
	Iteration 7Q: 3 clusters Score -563139.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -563227.687500 Penalty: 4148.449219
	Iteration 8Q: 3 clusters Score -563227.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -563280.750000 Penalty: 4148.449219
	Iteration 9Q: 3 clusters Score -563280.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -563316.937500 Penalty: 4148.449219
	Iteration 10Q: 3 clusters Score -563316.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -563340.062500 Penalty: 4148.449219
	Iteration 11Q: 3 clusters Score -563340.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -563359.937500 Penalty: 4148.449219
	Iteration 12Q: 3 clusters Score -563359.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -563369.125000 Penalty: 4148.449219
	Iteration 13Q: 3 clusters Score -563369.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -563373.625000 Penalty: 4148.449219
	Iteration 14Q: 3 clusters Score -563373.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -563381.750000 Penalty: 4148.449219
	Iteration 15Q: 3 clusters Score -563381.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -563389.812500 Penalty: 4148.449219
	Iteration 16Q: 3 clusters Score -563389.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -563393.250000 Penalty: 4148.449219
	Iteration 17Q: 3 clusters Score -563393.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -563398.750000 Penalty: 4148.449219
	Iteration 18Q: 3 clusters Score -563398.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -563404.250000 Penalty: 4148.449219
	Iteration 19Q: 3 clusters Score -563404.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -563409.562500 Penalty: 4148.449219
	Iteration 20F: 3 clusters Score -563409.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -563414.562500 Penalty: 4148.449219
	Iteration 21Q: 3 clusters Score -563414.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -563419.062500 Penalty: 4148.449219
	Iteration 22Q: 3 clusters Score -563419.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -563424.687500 Penalty: 4148.449219
	Iteration 23Q: 3 clusters Score -563424.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -563430.312500 Penalty: 4148.449219
	Iteration 24Q: 3 clusters Score -563430.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -563435.000000 Penalty: 4148.449219
	Iteration 25Q: 3 clusters Score -563435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -563435.312500 Penalty: 4148.449219
	Iteration 26Q: 3 clusters Score -563435.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -563435.312500 Penalty: 4148.449219
	Iteration 27F: 3 clusters Score -563435.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (57051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57051 members 
Entering Unmasked Estep 
Score: -7669582.500000 Penalty: 2716.021973
	Iteration 0F: 2 clusters Score -7669582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -7631437.000000 Penalty: 5432.043945
	Iteration 0F: 3 clusters Score -7631437 nChanged 26351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -7646031.000000 Penalty: 5432.043945
	Iteration 1F: 3 clusters Score -7646031 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -7646605.500000 Penalty: 5432.043945
	Iteration 2Q: 3 clusters Score -7646606 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -7647336.500000 Penalty: 5432.043945
	Iteration 3Q: 3 clusters Score -7647336 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -7648263.500000 Penalty: 5432.043945
	Iteration 4Q: 3 clusters Score -7648264 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -7649615.000000 Penalty: 5432.043945
	Iteration 5Q: 3 clusters Score -7649615 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -7651606.000000 Penalty: 5432.043945
	Iteration 6F: 3 clusters Score -7651606 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -7654320.000000 Penalty: 5432.043945
	Iteration 7F: 3 clusters Score -7654320 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -7657700.000000 Penalty: 5432.043945
	Iteration 8F: 3 clusters Score -7657700 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -7660979.500000 Penalty: 5432.043945
	Iteration 9F: 3 clusters Score -7660980 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -7663569.500000 Penalty: 5432.043945
	Iteration 10Q: 3 clusters Score -7663570 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -7665147.500000 Penalty: 5432.043945
	Iteration 11Q: 3 clusters Score -7665148 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -7666082.000000 Penalty: 5432.043945
	Iteration 12Q: 3 clusters Score -7666082 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 54756 members 
Entering Unmasked Estep 
Score: -7666612.000000 Penalty: 5432.043945
	Iteration 13Q: 3 clusters Score -7666612 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -7666857.000000 Penalty: 5432.043945
	Iteration 14Q: 3 clusters Score -7666857 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 55317 members 
Entering Unmasked Estep 
Score: -7667028.000000 Penalty: 5432.043945
	Iteration 15Q: 3 clusters Score -7667028 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 55439 members 
Entering Unmasked Estep 
Score: -7667136.000000 Penalty: 5432.043945
	Iteration 16Q: 3 clusters Score -7667136 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -7667213.000000 Penalty: 5432.043945
	Iteration 17Q: 3 clusters Score -7667213 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -7667262.500000 Penalty: 5432.043945
	Iteration 18Q: 3 clusters Score -7667262 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 55674 members 
Entering Unmasked Estep 
Score: -7667281.000000 Penalty: 5432.043945
	Iteration 19Q: 3 clusters Score -7667281 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 55704 members 
Entering Unmasked Estep 
Score: -7667304.000000 Penalty: 5432.043945
	Iteration 20F: 3 clusters Score -7667304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 55719 members 
Entering Unmasked Estep 
Score: -7667325.000000 Penalty: 5432.043945
	Iteration 21Q: 3 clusters Score -7667325 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 55735 members 
Entering Unmasked Estep 
Score: -7667344.500000 Penalty: 5432.043945
	Iteration 22Q: 3 clusters Score -7667344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 55755 members 
Entering Unmasked Estep 
Score: -7667353.500000 Penalty: 5432.043945
	Iteration 23Q: 3 clusters Score -7667354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -7667360.500000 Penalty: 5432.043945
	Iteration 24Q: 3 clusters Score -7667360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
Score: -7667380.000000 Penalty: 5432.043945
	Iteration 25Q: 3 clusters Score -7667380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -7667386.500000 Penalty: 5432.043945
	Iteration 26Q: 3 clusters Score -7667386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -7667391.000000 Penalty: 5432.043945
	Iteration 27Q: 3 clusters Score -7667391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -7667398.000000 Penalty: 5432.043945
	Iteration 28Q: 3 clusters Score -7667398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 55836 members 
Entering Unmasked Estep 
Score: -7667416.500000 Penalty: 5432.043945
	Iteration 29Q: 3 clusters Score -7667416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -7667419.000000 Penalty: 5432.043945
	Iteration 30Q: 3 clusters Score -7667419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -7667430.000000 Penalty: 5432.043945
	Iteration 31Q: 3 clusters Score -7667430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -7667436.000000 Penalty: 5432.043945
	Iteration 32Q: 3 clusters Score -7667436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -7667431.500000 Penalty: 5432.043945
	Iteration 33Q: 3 clusters Score -7667432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 55872 members 
Entering Unmasked Estep 
Score: -7667432.000000 Penalty: 5432.043945
	Iteration 34Q: 3 clusters Score -7667432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 55879 members 
Entering Unmasked Estep 
Score: -7667425.500000 Penalty: 5432.043945
	Iteration 35Q: 3 clusters Score -7667426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 55884 members 
Entering Unmasked Estep 
Score: -7667430.000000 Penalty: 5432.043945
	Iteration 36Q: 3 clusters Score -7667430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -7667430.000000 Penalty: 5432.043945
	Iteration 37Q: 3 clusters Score -7667430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 55893 members 
Entering Unmasked Estep 
Score: -7667433.000000 Penalty: 5432.043945
	Iteration 38Q: 3 clusters Score -7667433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -7667436.500000 Penalty: 5432.043945
	Iteration 39Q: 3 clusters Score -7667436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -7667435.000000 Penalty: 5432.043945
	Iteration 40F: 3 clusters Score -7667435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 55904 members 
Entering Unmasked Estep 
Score: -7667437.000000 Penalty: 5432.043945
	Iteration 41Q: 3 clusters Score -7667437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -7667437.000000 Penalty: 5432.043945
	Iteration 42Q: 3 clusters Score -7667437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 55909 members 
Entering Unmasked Estep 
Score: -7667438.000000 Penalty: 5432.043945
	Iteration 43Q: 3 clusters Score -7667438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 55911 members 
Entering Unmasked Estep 
Score: -7667438.500000 Penalty: 5432.043945
	Iteration 44Q: 3 clusters Score -7667438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 55911 members 
Entering Unmasked Estep 
Score: -7667436.000000 Penalty: 5432.043945
	Iteration 45Q: 3 clusters Score -7667436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -7667439.500000 Penalty: 5432.043945
	Iteration 46Q: 3 clusters Score -7667440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 55913 members 
Entering Unmasked Estep 
Score: -7667439.500000 Penalty: 5432.043945
	Iteration 47Q: 3 clusters Score -7667440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 55913 members 
Entering Unmasked Estep 
Score: -7667439.500000 Penalty: 5432.043945
	Iteration 48F: 3 clusters Score -7667440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Entering Unmasked Estep 
Score: -1867462.500000 Penalty: 2371.580811
	Iteration 0F: 2 clusters Score -1867462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1857083.750000 Penalty: 4743.161621
	Iteration 0F: 3 clusters Score -1857084 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1860215.875000 Penalty: 4743.161621
	Iteration 1F: 3 clusters Score -1860216 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1860546.125000 Penalty: 4743.161621
	Iteration 2F: 3 clusters Score -1860546 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1860793.000000 Penalty: 4743.161621
	Iteration 3Q: 3 clusters Score -1860793 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1860979.250000 Penalty: 4743.161621
	Iteration 4Q: 3 clusters Score -1860979 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1861138.000000 Penalty: 4743.161621
	Iteration 5Q: 3 clusters Score -1861138 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1861294.000000 Penalty: 4743.161621
	Iteration 6Q: 3 clusters Score -1861294 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1861462.000000 Penalty: 4743.161621
	Iteration 7Q: 3 clusters Score -1861462 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1861633.250000 Penalty: 4743.161621
	Iteration 8Q: 3 clusters Score -1861633 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1861860.750000 Penalty: 4743.161621
	Iteration 9Q: 3 clusters Score -1861861 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1862117.500000 Penalty: 4743.161621
	Iteration 10Q: 3 clusters Score -1862118 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1862410.000000 Penalty: 4743.161621
	Iteration 11Q: 3 clusters Score -1862410 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1862784.250000 Penalty: 4743.161621
	Iteration 12Q: 3 clusters Score -1862784 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1863260.375000 Penalty: 4743.161621
	Iteration 13Q: 3 clusters Score -1863260 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1863769.500000 Penalty: 4743.161621
	Iteration 14Q: 3 clusters Score -1863770 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1864264.125000 Penalty: 4743.161621
	Iteration 15Q: 3 clusters Score -1864264 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1864648.500000 Penalty: 4743.161621
	Iteration 16Q: 3 clusters Score -1864648 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1864948.625000 Penalty: 4743.161621
	Iteration 17Q: 3 clusters Score -1864949 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1865167.375000 Penalty: 4743.161621
	Iteration 18Q: 3 clusters Score -1865167 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1865307.000000 Penalty: 4743.161621
	Iteration 19Q: 3 clusters Score -1865307 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1865418.750000 Penalty: 4743.161621
	Iteration 20F: 3 clusters Score -1865419 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1865489.625000 Penalty: 4743.161621
	Iteration 21Q: 3 clusters Score -1865490 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1865543.375000 Penalty: 4743.161621
	Iteration 22Q: 3 clusters Score -1865543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1865575.625000 Penalty: 4743.161621
	Iteration 23Q: 3 clusters Score -1865576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1865590.875000 Penalty: 4743.161621
	Iteration 24Q: 3 clusters Score -1865591 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1865610.250000 Penalty: 4743.161621
	Iteration 25Q: 3 clusters Score -1865610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1865621.750000 Penalty: 4743.161621
	Iteration 26Q: 3 clusters Score -1865622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1865631.375000 Penalty: 4743.161621
	Iteration 27Q: 3 clusters Score -1865631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1865646.750000 Penalty: 4743.161621
	Iteration 28Q: 3 clusters Score -1865647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1865652.125000 Penalty: 4743.161621
	Iteration 29Q: 3 clusters Score -1865652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1865661.875000 Penalty: 4743.161621
	Iteration 30Q: 3 clusters Score -1865662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1865669.500000 Penalty: 4743.161621
	Iteration 31Q: 3 clusters Score -1865670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1865681.375000 Penalty: 4743.161621
	Iteration 32Q: 3 clusters Score -1865681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1865690.875000 Penalty: 4743.161621
	Iteration 33Q: 3 clusters Score -1865691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1865697.625000 Penalty: 4743.161621
	Iteration 34Q: 3 clusters Score -1865698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1865702.500000 Penalty: 4743.161621
	Iteration 35Q: 3 clusters Score -1865702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1865706.750000 Penalty: 4743.161621
	Iteration 36Q: 3 clusters Score -1865707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1865708.125000 Penalty: 4743.161621
	Iteration 37Q: 3 clusters Score -1865708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1865714.000000 Penalty: 4743.161621
	Iteration 38Q: 3 clusters Score -1865714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1865715.875000 Penalty: 4743.161621
	Iteration 39Q: 3 clusters Score -1865716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1865715.375000 Penalty: 4743.161621
	Iteration 40F: 3 clusters Score -1865715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (162106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162106 members 
Entering Unmasked Estep 
Score: -22355994.000000 Penalty: 2975.009521
	Iteration 0F: 2 clusters Score -2.235599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81144 members 
Mstep: Class 2 contains 80962 members 
Entering Unmasked Estep 
Score: -22249114.000000 Penalty: 5950.019043
	Iteration 0F: 3 clusters Score -2.224911e+07 nChanged 77771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82485 members 
Mstep: Class 2 contains 79621 members 
Entering Unmasked Estep 
Score: -22294548.000000 Penalty: 5950.019043
	Iteration 1F: 3 clusters Score -2.229455e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83477 members 
Mstep: Class 2 contains 78629 members 
Entering Unmasked Estep 
Score: -22295392.000000 Penalty: 5950.019043
	Iteration 2Q: 3 clusters Score -2.229539e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84967 members 
Mstep: Class 2 contains 77139 members 
Entering Unmasked Estep 
Score: -22296398.000000 Penalty: 5950.019043
	Iteration 3Q: 3 clusters Score -2.22964e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87200 members 
Mstep: Class 2 contains 74906 members 
Entering Unmasked Estep 
Score: -22297464.000000 Penalty: 5950.019043
	Iteration 4Q: 3 clusters Score -2.229746e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90561 members 
Mstep: Class 2 contains 71545 members 
Entering Unmasked Estep 
Score: -22299018.000000 Penalty: 5950.019043
	Iteration 5Q: 3 clusters Score -2.229902e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95417 members 
Mstep: Class 2 contains 66689 members 
Entering Unmasked Estep 
Score: -22301332.000000 Penalty: 5950.019043
	Iteration 6Q: 3 clusters Score -2.230133e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102166 members 
Mstep: Class 2 contains 59940 members 
Entering Unmasked Estep 
Score: -22305158.000000 Penalty: 5950.019043
	Iteration 7Q: 3 clusters Score -2.230516e+07 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111230 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -22311248.000000 Penalty: 5950.019043
	Iteration 8F: 3 clusters Score -2.231125e+07 nChanged 11364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122438 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -22320052.000000 Penalty: 5950.019043
	Iteration 9F: 3 clusters Score -2.232005e+07 nChanged 12079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134443 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -22330570.000000 Penalty: 5950.019043
	Iteration 10F: 3 clusters Score -2.233057e+07 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145035 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -22340030.000000 Penalty: 5950.019043
	Iteration 11F: 3 clusters Score -2.234003e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152735 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -22346520.000000 Penalty: 5950.019043
	Iteration 12Q: 3 clusters Score -2.234652e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157366 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -22350164.000000 Penalty: 5950.019043
	Iteration 13Q: 3 clusters Score -2.235016e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159702 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -22351900.000000 Penalty: 5950.019043
	Iteration 14Q: 3 clusters Score -2.23519e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160783 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -22352618.000000 Penalty: 5950.019043
	Iteration 15Q: 3 clusters Score -2.235262e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161277 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -22352922.000000 Penalty: 5950.019043
	Iteration 16Q: 3 clusters Score -2.235292e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161497 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -22353130.000000 Penalty: 5950.019043
	Iteration 17Q: 3 clusters Score -2.235313e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161608 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -22353196.000000 Penalty: 5950.019043
	Iteration 18Q: 3 clusters Score -2.23532e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161656 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -22353272.000000 Penalty: 5950.019043
	Iteration 19Q: 3 clusters Score -2.235327e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161700 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -22353322.000000 Penalty: 5950.019043
	Iteration 20F: 3 clusters Score -2.235332e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161724 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -22353370.000000 Penalty: 5950.019043
	Iteration 21Q: 3 clusters Score -2.235337e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161732 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -22353390.000000 Penalty: 5950.019043
	Iteration 22Q: 3 clusters Score -2.235339e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161744 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -22353410.000000 Penalty: 5950.019043
	Iteration 23Q: 3 clusters Score -2.235341e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161752 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -22353412.000000 Penalty: 5950.019043
	Iteration 24Q: 3 clusters Score -2.235341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161758 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -22353412.000000 Penalty: 5950.019043
	Iteration 25Q: 3 clusters Score -2.235341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161765 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -22353418.000000 Penalty: 5950.019043
	Iteration 26Q: 3 clusters Score -2.235342e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161775 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -22353428.000000 Penalty: 5950.019043
	Iteration 27Q: 3 clusters Score -2.235343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161781 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -22353424.000000 Penalty: 5950.019043
	Iteration 28Q: 3 clusters Score -2.235342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161783 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -22353432.000000 Penalty: 5950.019043
	Iteration 29Q: 3 clusters Score -2.235343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161783 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -22353428.000000 Penalty: 5950.019043
	Iteration 30Q: 3 clusters Score -2.235343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161783 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -22353428.000000 Penalty: 5950.019043
	Iteration 31F: 3 clusters Score -2.235343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Entering Unmasked Estep 
Score: -2576232.000000 Penalty: 2435.776855
	Iteration 0F: 2 clusters Score -2576232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2563189.250000 Penalty: 4871.553711
	Iteration 0F: 3 clusters Score -2563189 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2567408.250000 Penalty: 4871.553711
	Iteration 1F: 3 clusters Score -2567408 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2567767.500000 Penalty: 4871.553711
	Iteration 2F: 3 clusters Score -2567768 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2568041.500000 Penalty: 4871.553711
	Iteration 3Q: 3 clusters Score -2568042 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2568284.750000 Penalty: 4871.553711
	Iteration 4Q: 3 clusters Score -2568285 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2568503.750000 Penalty: 4871.553711
	Iteration 5Q: 3 clusters Score -2568504 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2568754.500000 Penalty: 4871.553711
	Iteration 6Q: 3 clusters Score -2568754 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2569029.000000 Penalty: 4871.553711
	Iteration 7Q: 3 clusters Score -2569029 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2569378.000000 Penalty: 4871.553711
	Iteration 8Q: 3 clusters Score -2569378 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2569790.500000 Penalty: 4871.553711
	Iteration 9Q: 3 clusters Score -2569790 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2570313.750000 Penalty: 4871.553711
	Iteration 10Q: 3 clusters Score -2570314 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2570894.500000 Penalty: 4871.553711
	Iteration 11Q: 3 clusters Score -2570894 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2571459.250000 Penalty: 4871.553711
	Iteration 12Q: 3 clusters Score -2571459 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2571952.250000 Penalty: 4871.553711
	Iteration 13Q: 3 clusters Score -2571952 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2572356.250000 Penalty: 4871.553711
	Iteration 14Q: 3 clusters Score -2572356 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2572686.250000 Penalty: 4871.553711
	Iteration 15Q: 3 clusters Score -2572686 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2572959.750000 Penalty: 4871.553711
	Iteration 16Q: 3 clusters Score -2572960 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2573171.500000 Penalty: 4871.553711
	Iteration 17Q: 3 clusters Score -2573172 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2573348.750000 Penalty: 4871.553711
	Iteration 18Q: 3 clusters Score -2573349 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2573497.250000 Penalty: 4871.553711
	Iteration 19Q: 3 clusters Score -2573497 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2573627.750000 Penalty: 4871.553711
	Iteration 20F: 3 clusters Score -2573628 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2573724.250000 Penalty: 4871.553711
	Iteration 21Q: 3 clusters Score -2573724 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2573794.250000 Penalty: 4871.553711
	Iteration 22Q: 3 clusters Score -2573794 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2573850.500000 Penalty: 4871.553711
	Iteration 23Q: 3 clusters Score -2573850 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2573882.000000 Penalty: 4871.553711
	Iteration 24Q: 3 clusters Score -2573882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2573919.750000 Penalty: 4871.553711
	Iteration 25Q: 3 clusters Score -2573920 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2573946.250000 Penalty: 4871.553711
	Iteration 26Q: 3 clusters Score -2573946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2573970.000000 Penalty: 4871.553711
	Iteration 27Q: 3 clusters Score -2573970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2573983.000000 Penalty: 4871.553711
	Iteration 28Q: 3 clusters Score -2573983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2574002.250000 Penalty: 4871.553711
	Iteration 29Q: 3 clusters Score -2574002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2574012.250000 Penalty: 4871.553711
	Iteration 30Q: 3 clusters Score -2574012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2574027.750000 Penalty: 4871.553711
	Iteration 31Q: 3 clusters Score -2574028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2574036.250000 Penalty: 4871.553711
	Iteration 32Q: 3 clusters Score -2574036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2574043.500000 Penalty: 4871.553711
	Iteration 33Q: 3 clusters Score -2574044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2574050.750000 Penalty: 4871.553711
	Iteration 34Q: 3 clusters Score -2574051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2574053.000000 Penalty: 4871.553711
	Iteration 35Q: 3 clusters Score -2574053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2574053.000000 Penalty: 4871.553711
	Iteration 36F: 3 clusters Score -2574053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (150760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150760 members 
Entering Unmasked Estep 
Score: -20689284.000000 Penalty: 2957.014404
	Iteration 0F: 2 clusters Score -2.068928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75194 members 
Mstep: Class 2 contains 75566 members 
Entering Unmasked Estep 
Score: -20589184.000000 Penalty: 5914.028809
	Iteration 0F: 3 clusters Score -2.058918e+07 nChanged 72102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73348 members 
Mstep: Class 2 contains 77412 members 
Entering Unmasked Estep 
Score: -20630912.000000 Penalty: 5914.028809
	Iteration 1F: 3 clusters Score -2.063091e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72063 members 
Mstep: Class 2 contains 78697 members 
Entering Unmasked Estep 
Score: -20631684.000000 Penalty: 5914.028809
	Iteration 2Q: 3 clusters Score -2.063168e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69967 members 
Mstep: Class 2 contains 80793 members 
Entering Unmasked Estep 
Score: -20632828.000000 Penalty: 5914.028809
	Iteration 3Q: 3 clusters Score -2.063283e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66778 members 
Mstep: Class 2 contains 83982 members 
Entering Unmasked Estep 
Score: -20634368.000000 Penalty: 5914.028809
	Iteration 4Q: 3 clusters Score -2.063437e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61859 members 
Mstep: Class 2 contains 88901 members 
Entering Unmasked Estep 
Score: -20636862.000000 Penalty: 5914.028809
	Iteration 5Q: 3 clusters Score -2.063686e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 95976 members 
Entering Unmasked Estep 
Score: -20640974.000000 Penalty: 5914.028809
	Iteration 6Q: 3 clusters Score -2.064097e+07 nChanged 9610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 105368 members 
Entering Unmasked Estep 
Score: -20648128.000000 Penalty: 5914.028809
	Iteration 7F: 3 clusters Score -2.064813e+07 nChanged 11237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 116469 members 
Entering Unmasked Estep 
Score: -20657598.000000 Penalty: 5914.028809
	Iteration 8F: 3 clusters Score -2.06576e+07 nChanged 11148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 127543 members 
Entering Unmasked Estep 
Score: -20667688.000000 Penalty: 5914.028809
	Iteration 9F: 3 clusters Score -2.066769e+07 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 136520 members 
Entering Unmasked Estep 
Score: -20676046.000000 Penalty: 5914.028809
	Iteration 10F: 3 clusters Score -2.067605e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 142507 members 
Entering Unmasked Estep 
Score: -20680924.000000 Penalty: 5914.028809
	Iteration 11Q: 3 clusters Score -2.068092e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 146007 members 
Entering Unmasked Estep 
Score: -20683614.000000 Penalty: 5914.028809
	Iteration 12Q: 3 clusters Score -2.068361e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 147929 members 
Entering Unmasked Estep 
Score: -20685076.000000 Penalty: 5914.028809
	Iteration 13Q: 3 clusters Score -2.068508e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 148945 members 
Entering Unmasked Estep 
Score: -20685804.000000 Penalty: 5914.028809
	Iteration 14Q: 3 clusters Score -2.06858e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 149452 members 
Entering Unmasked Estep 
Score: -20686144.000000 Penalty: 5914.028809
	Iteration 15Q: 3 clusters Score -2.068614e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 149704 members 
Entering Unmasked Estep 
Score: -20686340.000000 Penalty: 5914.028809
	Iteration 16Q: 3 clusters Score -2.068634e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 149850 members 
Entering Unmasked Estep 
Score: -20686462.000000 Penalty: 5914.028809
	Iteration 17Q: 3 clusters Score -2.068646e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 149947 members 
Entering Unmasked Estep 
Score: -20686542.000000 Penalty: 5914.028809
	Iteration 18Q: 3 clusters Score -2.068654e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 150012 members 
Entering Unmasked Estep 
Score: -20686596.000000 Penalty: 5914.028809
	Iteration 19Q: 3 clusters Score -2.06866e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 150056 members 
Entering Unmasked Estep 
Score: -20686614.000000 Penalty: 5914.028809
	Iteration 20F: 3 clusters Score -2.068661e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 150091 members 
Entering Unmasked Estep 
Score: -20686624.000000 Penalty: 5914.028809
	Iteration 21Q: 3 clusters Score -2.068662e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 150121 members 
Entering Unmasked Estep 
Score: -20686678.000000 Penalty: 5914.028809
	Iteration 22Q: 3 clusters Score -2.068668e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 150149 members 
Entering Unmasked Estep 
Score: -20686726.000000 Penalty: 5914.028809
	Iteration 23Q: 3 clusters Score -2.068673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 150165 members 
Entering Unmasked Estep 
Score: -20686716.000000 Penalty: 5914.028809
	Iteration 24Q: 3 clusters Score -2.068672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 150176 members 
Entering Unmasked Estep 
Score: -20686724.000000 Penalty: 5914.028809
	Iteration 25Q: 3 clusters Score -2.068672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 150184 members 
Entering Unmasked Estep 
Score: -20686708.000000 Penalty: 5914.028809
	Iteration 26Q: 3 clusters Score -2.068671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 150189 members 
Entering Unmasked Estep 
Score: -20686708.000000 Penalty: 5914.028809
	Iteration 27Q: 3 clusters Score -2.068671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 150196 members 
Entering Unmasked Estep 
Score: -20686710.000000 Penalty: 5914.028809
	Iteration 28Q: 3 clusters Score -2.068671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 150201 members 
Entering Unmasked Estep 
Score: -20686710.000000 Penalty: 5914.028809
	Iteration 29Q: 3 clusters Score -2.068671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 150206 members 
Entering Unmasked Estep 
Score: -20686716.000000 Penalty: 5914.028809
	Iteration 30Q: 3 clusters Score -2.068672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 150209 members 
Entering Unmasked Estep 
Score: -20686718.000000 Penalty: 5914.028809
	Iteration 31Q: 3 clusters Score -2.068672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 150212 members 
Entering Unmasked Estep 
Score: -20686720.000000 Penalty: 5914.028809
	Iteration 32Q: 3 clusters Score -2.068672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 150217 members 
Entering Unmasked Estep 
Score: -20686710.000000 Penalty: 5914.028809
	Iteration 33Q: 3 clusters Score -2.068671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 150219 members 
Entering Unmasked Estep 
Score: -20686720.000000 Penalty: 5914.028809
	Iteration 34Q: 3 clusters Score -2.068672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 150220 members 
Entering Unmasked Estep 
Score: -20686714.000000 Penalty: 5914.028809
	Iteration 35Q: 3 clusters Score -2.068671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 150220 members 
Entering Unmasked Estep 
Score: -20686714.000000 Penalty: 5914.028809
	Iteration 36F: 3 clusters Score -2.068671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -61196.667969 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -61196.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59733.156250 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -59733.16 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -60016.992188 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -60016.99 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -60127.175781 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -60127.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60193.910156 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -60193.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60258.031250 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -60258.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60366.792969 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -60366.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60434.925781 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -60434.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60453.281250 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -60453.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60467.402344 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -60467.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -60485.933594 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -60485.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60495.542969 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -60495.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60538.773438 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -60538.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60549.320312 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -60549.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60555.964844 Penalty: 3107.589355
	Iteration 13Q: 3 clusters Score -60555.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60566.964844 Penalty: 3107.589355
	Iteration 14Q: 3 clusters Score -60566.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60578.175781 Penalty: 3107.589355
	Iteration 15Q: 3 clusters Score -60578.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60582.187500 Penalty: 3107.589355
	Iteration 16Q: 3 clusters Score -60582.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60585.988281 Penalty: 3107.589355
	Iteration 17Q: 3 clusters Score -60585.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60587.304688 Penalty: 3107.589355
	Iteration 18Q: 3 clusters Score -60587.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60587.304688 Penalty: 3107.589355
	Iteration 19F: 3 clusters Score -60587.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -70210.367188 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -70210.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68642.859375 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -68642.86 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -68960.976562 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -68960.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69130.734375 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -69130.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69305.625000 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -69305.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69406.242188 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -69406.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69472.375000 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -69472.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -69521.062500 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -69521.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -69589.414062 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -69589.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -69668.554688 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -69668.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -69730.453125 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -69730.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -69777.414062 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -69777.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69824.578125 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -69824.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69864.718750 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -69864.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -69935.734375 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -69935.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -70026.218750 Penalty: 3167.056396
	Iteration 14Q: 3 clusters Score -70026.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -70105.351562 Penalty: 3167.056396
	Iteration 15Q: 3 clusters Score -70105.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -70146.867188 Penalty: 3167.056396
	Iteration 16Q: 3 clusters Score -70146.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -70160.843750 Penalty: 3167.056396
	Iteration 17Q: 3 clusters Score -70160.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -70182.695312 Penalty: 3167.056396
	Iteration 18Q: 3 clusters Score -70182.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -70204.835938 Penalty: 3167.056396
	Iteration 19Q: 3 clusters Score -70204.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -70229.070312 Penalty: 3167.056396
	Iteration 20F: 3 clusters Score -70229.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70269.078125 Penalty: 3167.056396
	Iteration 21Q: 3 clusters Score -70269.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -70361.750000 Penalty: 3167.056396
	Iteration 22Q: 3 clusters Score -70361.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70637.265625 Penalty: 3167.056396
	Iteration 23Q: 3 clusters Score -70637.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70648.421875 Penalty: 3167.056396
	Iteration 24Q: 3 clusters Score -70648.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70663.578125 Penalty: 3167.056396
	Iteration 25Q: 3 clusters Score -70663.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70663.578125 Penalty: 3167.056396
	Iteration 26F: 3 clusters Score -70663.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 83573 members 
Mstep: Class 3 contains 292 members 
Mstep: Class 4 contains 4289 members 
Mstep: Class 8 contains 57051 members 
Mstep: Class 9 contains 14226 members 
Mstep: Class 10 contains 162106 members 
Mstep: Class 11 contains 18429 members 
Mstep: Class 12 contains 150760 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 16 contains 37491 members 
Mstep: Class 17 contains 24275 members 
Mstep: Class 18 contains 53679 members 
Mstep: Class 19 contains 177772 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71267 members 
Entering Unmasked Estep 
Score: -116105680.000000 Penalty: 57601.605469
Splitting cluster 14 changes total score from -116106792.000000 to -116105680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (37491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Entering Unmasked Estep 
Score: -5220730.000000 Penalty: 2611.900391
	Iteration 0F: 2 clusters Score -5220730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -5195499.500000 Penalty: 5223.800781
	Iteration 0F: 3 clusters Score -5195500 nChanged 16941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -5204553.000000 Penalty: 5223.800781
	Iteration 1F: 3 clusters Score -5204553 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -5204956.000000 Penalty: 5223.800781
	Iteration 2Q: 3 clusters Score -5204956 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -5205306.000000 Penalty: 5223.800781
	Iteration 3Q: 3 clusters Score -5205306 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -5205609.500000 Penalty: 5223.800781
	Iteration 4Q: 3 clusters Score -5205610 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -5205971.500000 Penalty: 5223.800781
	Iteration 5Q: 3 clusters Score -5205972 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -5206430.500000 Penalty: 5223.800781
	Iteration 6Q: 3 clusters Score -5206430 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -5206947.500000 Penalty: 5223.800781
	Iteration 7Q: 3 clusters Score -5206948 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -5207652.000000 Penalty: 5223.800781
	Iteration 8Q: 3 clusters Score -5207652 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -5208733.500000 Penalty: 5223.800781
	Iteration 9Q: 3 clusters Score -5208734 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -5210221.000000 Penalty: 5223.800781
	Iteration 10F: 3 clusters Score -5210221 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -5212086.500000 Penalty: 5223.800781
	Iteration 11F: 3 clusters Score -5212086 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -5214101.000000 Penalty: 5223.800781
	Iteration 12F: 3 clusters Score -5214101 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -5215923.000000 Penalty: 5223.800781
	Iteration 13F: 3 clusters Score -5215923 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -5217058.500000 Penalty: 5223.800781
	Iteration 14Q: 3 clusters Score -5217058 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -5217714.000000 Penalty: 5223.800781
	Iteration 15Q: 3 clusters Score -5217714 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -5218009.000000 Penalty: 5223.800781
	Iteration 16Q: 3 clusters Score -5218009 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -5218196.000000 Penalty: 5223.800781
	Iteration 17Q: 3 clusters Score -5218196 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -5218287.500000 Penalty: 5223.800781
	Iteration 18Q: 3 clusters Score -5218288 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -5218345.000000 Penalty: 5223.800781
	Iteration 19Q: 3 clusters Score -5218345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -5218365.000000 Penalty: 5223.800781
	Iteration 20F: 3 clusters Score -5218365 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -5218394.000000 Penalty: 5223.800781
	Iteration 21Q: 3 clusters Score -5218394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -5218414.500000 Penalty: 5223.800781
	Iteration 22Q: 3 clusters Score -5218414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -5218424.500000 Penalty: 5223.800781
	Iteration 23Q: 3 clusters Score -5218424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -5218430.000000 Penalty: 5223.800781
	Iteration 24Q: 3 clusters Score -5218430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -5218436.000000 Penalty: 5223.800781
	Iteration 25Q: 3 clusters Score -5218436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -5218437.500000 Penalty: 5223.800781
	Iteration 26Q: 3 clusters Score -5218438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -5218442.000000 Penalty: 5223.800781
	Iteration 27Q: 3 clusters Score -5218442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -5218441.000000 Penalty: 5223.800781
	Iteration 28Q: 3 clusters Score -5218441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -5218441.000000 Penalty: 5223.800781
	Iteration 29Q: 3 clusters Score -5218441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -5218444.500000 Penalty: 5223.800781
	Iteration 30Q: 3 clusters Score -5218444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -5218446.500000 Penalty: 5223.800781
	Iteration 31Q: 3 clusters Score -5218446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -5218448.500000 Penalty: 5223.800781
	Iteration 32Q: 3 clusters Score -5218448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -5218457.500000 Penalty: 5223.800781
	Iteration 33Q: 3 clusters Score -5218458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -5218458.000000 Penalty: 5223.800781
	Iteration 34Q: 3 clusters Score -5218458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -5218465.000000 Penalty: 5223.800781
	Iteration 35Q: 3 clusters Score -5218465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -5218467.500000 Penalty: 5223.800781
	Iteration 36Q: 3 clusters Score -5218468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -5218470.000000 Penalty: 5223.800781
	Iteration 37Q: 3 clusters Score -5218470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -5218475.000000 Penalty: 5223.800781
	Iteration 38Q: 3 clusters Score -5218475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -5218476.000000 Penalty: 5223.800781
	Iteration 39Q: 3 clusters Score -5218476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -5218476.000000 Penalty: 5223.800781
	Iteration 40F: 3 clusters Score -5218476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Entering Unmasked Estep 
Score: -3387550.000000 Penalty: 2504.106201
	Iteration 0F: 2 clusters Score -3387550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -3370686.000000 Penalty: 5008.212402
	Iteration 0F: 3 clusters Score -3370686 nChanged 10823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -3376540.000000 Penalty: 5008.212402
	Iteration 1F: 3 clusters Score -3376540 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3376961.000000 Penalty: 5008.212402
	Iteration 2F: 3 clusters Score -3376961 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -3377349.000000 Penalty: 5008.212402
	Iteration 3Q: 3 clusters Score -3377349 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -3377796.250000 Penalty: 5008.212402
	Iteration 4Q: 3 clusters Score -3377796 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -3378370.250000 Penalty: 5008.212402
	Iteration 5Q: 3 clusters Score -3378370 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -3379144.500000 Penalty: 5008.212402
	Iteration 6F: 3 clusters Score -3379144 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -3380253.500000 Penalty: 5008.212402
	Iteration 7F: 3 clusters Score -3380254 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -3381599.000000 Penalty: 5008.212402
	Iteration 8F: 3 clusters Score -3381599 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -3382964.000000 Penalty: 5008.212402
	Iteration 9F: 3 clusters Score -3382964 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -3384041.500000 Penalty: 5008.212402
	Iteration 10Q: 3 clusters Score -3384042 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -3384651.500000 Penalty: 5008.212402
	Iteration 11Q: 3 clusters Score -3384652 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -3384970.000000 Penalty: 5008.212402
	Iteration 12Q: 3 clusters Score -3384970 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -3385128.250000 Penalty: 5008.212402
	Iteration 13Q: 3 clusters Score -3385128 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -3385202.500000 Penalty: 5008.212402
	Iteration 14Q: 3 clusters Score -3385202 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -3385252.750000 Penalty: 5008.212402
	Iteration 15Q: 3 clusters Score -3385253 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -3385291.750000 Penalty: 5008.212402
	Iteration 16Q: 3 clusters Score -3385292 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -3385331.000000 Penalty: 5008.212402
	Iteration 17Q: 3 clusters Score -3385331 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -3385346.250000 Penalty: 5008.212402
	Iteration 18Q: 3 clusters Score -3385346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -3385362.250000 Penalty: 5008.212402
	Iteration 19Q: 3 clusters Score -3385362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -3385378.750000 Penalty: 5008.212402
	Iteration 20F: 3 clusters Score -3385379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -3385380.500000 Penalty: 5008.212402
	Iteration 21Q: 3 clusters Score -3385380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -3385396.500000 Penalty: 5008.212402
	Iteration 22Q: 3 clusters Score -3385396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -3385409.250000 Penalty: 5008.212402
	Iteration 23Q: 3 clusters Score -3385409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -3385430.500000 Penalty: 5008.212402
	Iteration 24Q: 3 clusters Score -3385430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -3385434.750000 Penalty: 5008.212402
	Iteration 25Q: 3 clusters Score -3385435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -3385440.000000 Penalty: 5008.212402
	Iteration 26Q: 3 clusters Score -3385440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -3385446.250000 Penalty: 5008.212402
	Iteration 27Q: 3 clusters Score -3385446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -3385455.750000 Penalty: 5008.212402
	Iteration 28Q: 3 clusters Score -3385456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -3385466.250000 Penalty: 5008.212402
	Iteration 29Q: 3 clusters Score -3385466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -3385466.750000 Penalty: 5008.212402
	Iteration 30Q: 3 clusters Score -3385467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -3385475.250000 Penalty: 5008.212402
	Iteration 31Q: 3 clusters Score -3385475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -3385480.750000 Penalty: 5008.212402
	Iteration 32Q: 3 clusters Score -3385481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -3385481.500000 Penalty: 5008.212402
	Iteration 33Q: 3 clusters Score -3385482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -3385488.000000 Penalty: 5008.212402
	Iteration 34Q: 3 clusters Score -3385488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -3385487.250000 Penalty: 5008.212402
	Iteration 35Q: 3 clusters Score -3385487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3385486.250000 Penalty: 5008.212402
	Iteration 36Q: 3 clusters Score -3385486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -3385487.000000 Penalty: 5008.212402
	Iteration 37Q: 3 clusters Score -3385487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -3385487.250000 Penalty: 5008.212402
	Iteration 38Q: 3 clusters Score -3385487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -3385489.750000 Penalty: 5008.212402
	Iteration 39Q: 3 clusters Score -3385490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -3385489.750000 Penalty: 5008.212402
	Iteration 40F: 3 clusters Score -3385490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (53679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Entering Unmasked Estep 
Score: -7470331.500000 Penalty: 2700.912842
	Iteration 0F: 2 clusters Score -7470332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -7434197.500000 Penalty: 5401.825684
	Iteration 0F: 3 clusters Score -7434198 nChanged 24814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -7447935.000000 Penalty: 5401.825684
	Iteration 1F: 3 clusters Score -7447935 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -7448357.500000 Penalty: 5401.825684
	Iteration 2Q: 3 clusters Score -7448358 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -7448828.500000 Penalty: 5401.825684
	Iteration 3Q: 3 clusters Score -7448828 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -7449262.500000 Penalty: 5401.825684
	Iteration 4Q: 3 clusters Score -7449262 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -7449705.000000 Penalty: 5401.825684
	Iteration 5Q: 3 clusters Score -7449705 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -7450268.000000 Penalty: 5401.825684
	Iteration 6Q: 3 clusters Score -7450268 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -7450920.500000 Penalty: 5401.825684
	Iteration 7Q: 3 clusters Score -7450920 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -7451891.500000 Penalty: 5401.825684
	Iteration 8Q: 3 clusters Score -7451892 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -7453260.000000 Penalty: 5401.825684
	Iteration 9Q: 3 clusters Score -7453260 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -7455222.500000 Penalty: 5401.825684
	Iteration 10F: 3 clusters Score -7455222 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -7457958.500000 Penalty: 5401.825684
	Iteration 11F: 3 clusters Score -7457958 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -7460879.500000 Penalty: 5401.825684
	Iteration 12F: 3 clusters Score -7460880 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -7463579.000000 Penalty: 5401.825684
	Iteration 13F: 3 clusters Score -7463579 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -7465441.000000 Penalty: 5401.825684
	Iteration 14Q: 3 clusters Score -7465441 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -7466792.500000 Penalty: 5401.825684
	Iteration 15Q: 3 clusters Score -7466792 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -7467678.000000 Penalty: 5401.825684
	Iteration 16Q: 3 clusters Score -7467678 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -7468164.000000 Penalty: 5401.825684
	Iteration 17Q: 3 clusters Score -7468164 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51797 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -7468437.000000 Penalty: 5401.825684
	Iteration 18Q: 3 clusters Score -7468437 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -7468605.000000 Penalty: 5401.825684
	Iteration 19Q: 3 clusters Score -7468605 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52194 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -7468678.500000 Penalty: 5401.825684
	Iteration 20F: 3 clusters Score -7468678 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -7468730.500000 Penalty: 5401.825684
	Iteration 21Q: 3 clusters Score -7468730 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52391 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7468785.500000 Penalty: 5401.825684
	Iteration 22Q: 3 clusters Score -7468786 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7468815.000000 Penalty: 5401.825684
	Iteration 23Q: 3 clusters Score -7468815 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -7468832.500000 Penalty: 5401.825684
	Iteration 24Q: 3 clusters Score -7468832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -7468850.000000 Penalty: 5401.825684
	Iteration 25Q: 3 clusters Score -7468850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7468854.000000 Penalty: 5401.825684
	Iteration 26Q: 3 clusters Score -7468854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52627 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7468883.000000 Penalty: 5401.825684
	Iteration 27Q: 3 clusters Score -7468883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7468897.000000 Penalty: 5401.825684
	Iteration 28Q: 3 clusters Score -7468897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7468895.000000 Penalty: 5401.825684
	Iteration 29Q: 3 clusters Score -7468895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7468902.500000 Penalty: 5401.825684
	Iteration 30Q: 3 clusters Score -7468902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7468900.500000 Penalty: 5401.825684
	Iteration 31Q: 3 clusters Score -7468900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7468898.500000 Penalty: 5401.825684
	Iteration 32Q: 3 clusters Score -7468898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7468900.500000 Penalty: 5401.825684
	Iteration 33Q: 3 clusters Score -7468900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7468901.000000 Penalty: 5401.825684
	Iteration 34Q: 3 clusters Score -7468901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7468900.000000 Penalty: 5401.825684
	Iteration 35Q: 3 clusters Score -7468900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7468904.000000 Penalty: 5401.825684
	Iteration 36Q: 3 clusters Score -7468904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7468899.500000 Penalty: 5401.825684
	Iteration 37Q: 3 clusters Score -7468900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7468904.000000 Penalty: 5401.825684
	Iteration 38Q: 3 clusters Score -7468904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7468906.000000 Penalty: 5401.825684
	Iteration 39Q: 3 clusters Score -7468906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7468903.000000 Penalty: 5401.825684
	Iteration 40F: 3 clusters Score -7468903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (177772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177772 members 
Entering Unmasked Estep 
Score: -24387738.000000 Penalty: 2997.887695
	Iteration 0F: 2 clusters Score -2.438774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88549 members 
Mstep: Class 2 contains 89223 members 
Entering Unmasked Estep 
Score: -24272474.000000 Penalty: 5995.775391
	Iteration 0F: 3 clusters Score -2.427247e+07 nChanged 85257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84686 members 
Mstep: Class 2 contains 93086 members 
Entering Unmasked Estep 
Score: -24321662.000000 Penalty: 5995.775391
	Iteration 1F: 3 clusters Score -2.432166e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82060 members 
Mstep: Class 2 contains 95712 members 
Entering Unmasked Estep 
Score: -24322854.000000 Penalty: 5995.775391
	Iteration 2Q: 3 clusters Score -2.432285e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77951 members 
Mstep: Class 2 contains 99821 members 
Entering Unmasked Estep 
Score: -24324374.000000 Penalty: 5995.775391
	Iteration 3Q: 3 clusters Score -2.432437e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71579 members 
Mstep: Class 2 contains 106193 members 
Entering Unmasked Estep 
Score: -24327100.000000 Penalty: 5995.775391
	Iteration 4Q: 3 clusters Score -2.43271e+07 nChanged 9636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62109 members 
Mstep: Class 2 contains 115663 members 
Entering Unmasked Estep 
Score: -24331896.000000 Penalty: 5995.775391
	Iteration 5F: 3 clusters Score -2.43319e+07 nChanged 13595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 129238 members 
Entering Unmasked Estep 
Score: -24341492.000000 Penalty: 5995.775391
	Iteration 6F: 3 clusters Score -2.434149e+07 nChanged 17056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 146292 members 
Entering Unmasked Estep 
Score: -24356602.000000 Penalty: 5995.775391
	Iteration 7F: 3 clusters Score -2.43566e+07 nChanged 16291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 162579 members 
Entering Unmasked Estep 
Score: -24372374.000000 Penalty: 5995.775391
	Iteration 8F: 3 clusters Score -2.437237e+07 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 172758 members 
Entering Unmasked Estep 
Score: -24380998.000000 Penalty: 5995.775391
	Iteration 9F: 3 clusters Score -2.4381e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 176443 members 
Entering Unmasked Estep 
Score: -24383970.000000 Penalty: 5995.775391
	Iteration 10Q: 3 clusters Score -2.438397e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 177292 members 
Entering Unmasked Estep 
Score: -24384722.000000 Penalty: 5995.775391
	Iteration 11Q: 3 clusters Score -2.438472e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 177470 members 
Entering Unmasked Estep 
Score: -24384896.000000 Penalty: 5995.775391
	Iteration 12Q: 3 clusters Score -2.43849e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 177527 members 
Entering Unmasked Estep 
Score: -24384944.000000 Penalty: 5995.775391
	Iteration 13Q: 3 clusters Score -2.438494e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 177554 members 
Entering Unmasked Estep 
Score: -24385032.000000 Penalty: 5995.775391
	Iteration 14Q: 3 clusters Score -2.438503e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 177564 members 
Entering Unmasked Estep 
Score: -24385036.000000 Penalty: 5995.775391
	Iteration 15Q: 3 clusters Score -2.438504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 177566 members 
Entering Unmasked Estep 
Score: -24385070.000000 Penalty: 5995.775391
	Iteration 16Q: 3 clusters Score -2.438507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 177568 members 
Entering Unmasked Estep 
Score: -24385076.000000 Penalty: 5995.775391
	Iteration 17Q: 3 clusters Score -2.438508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 177567 members 
Entering Unmasked Estep 
Score: -24385070.000000 Penalty: 5995.775391
	Iteration 18Q: 3 clusters Score -2.438507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 177569 members 
Entering Unmasked Estep 
Score: -24385074.000000 Penalty: 5995.775391
	Iteration 19Q: 3 clusters Score -2.438507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 177569 members 
Entering Unmasked Estep 
Score: -24385074.000000 Penalty: 5995.775391
	Iteration 20F: 3 clusters Score -2.438507e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Entering Unmasked Estep 
Score: -123148.687500 Penalty: 1704.287720
	Iteration 0F: 2 clusters Score -123148.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -121219.289062 Penalty: 3408.575439
	Iteration 0F: 3 clusters Score -121219.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -121498.085938 Penalty: 3408.575439
	Iteration 1F: 3 clusters Score -121498.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -121582.281250 Penalty: 3408.575439
	Iteration 2F: 3 clusters Score -121582.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -121624.492188 Penalty: 3408.575439
	Iteration 3Q: 3 clusters Score -121624.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -121668.515625 Penalty: 3408.575439
	Iteration 4Q: 3 clusters Score -121668.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -121714.187500 Penalty: 3408.575439
	Iteration 5Q: 3 clusters Score -121714.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -121758.242188 Penalty: 3408.575439
	Iteration 6Q: 3 clusters Score -121758.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -121807.359375 Penalty: 3408.575439
	Iteration 7Q: 3 clusters Score -121807.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -121843.445312 Penalty: 3408.575439
	Iteration 8Q: 3 clusters Score -121843.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -121882.726562 Penalty: 3408.575439
	Iteration 9Q: 3 clusters Score -121882.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -121915.648438 Penalty: 3408.575439
	Iteration 10Q: 3 clusters Score -121915.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -121956.289062 Penalty: 3408.575439
	Iteration 11Q: 3 clusters Score -121956.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -121981.320312 Penalty: 3408.575439
	Iteration 12Q: 3 clusters Score -121981.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -122004.992188 Penalty: 3408.575439
	Iteration 13Q: 3 clusters Score -122005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -122035.976562 Penalty: 3408.575439
	Iteration 14Q: 3 clusters Score -122036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -122050.953125 Penalty: 3408.575439
	Iteration 15Q: 3 clusters Score -122051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -122055.507812 Penalty: 3408.575439
	Iteration 16Q: 3 clusters Score -122055.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -122061.015625 Penalty: 3408.575439
	Iteration 17Q: 3 clusters Score -122061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -122069.117188 Penalty: 3408.575439
	Iteration 18Q: 3 clusters Score -122069.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -122072.273438 Penalty: 3408.575439
	Iteration 19Q: 3 clusters Score -122072.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -122079.742188 Penalty: 3408.575439
	Iteration 20F: 3 clusters Score -122079.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -122082.757812 Penalty: 3408.575439
	Iteration 21Q: 3 clusters Score -122082.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -122086.710938 Penalty: 3408.575439
	Iteration 22Q: 3 clusters Score -122086.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -122087.242188 Penalty: 3408.575439
	Iteration 23Q: 3 clusters Score -122087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -122087.632812 Penalty: 3408.575439
	Iteration 24Q: 3 clusters Score -122087.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -122087.632812 Penalty: 3408.575439
	Iteration 25F: 3 clusters Score -122087.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (71267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71267 members 
Entering Unmasked Estep 
Score: -9842365.000000 Penalty: 2771.198730
	Iteration 0F: 2 clusters Score -9842365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -9794517.000000 Penalty: 5542.397461
	Iteration 0F: 3 clusters Score -9794517 nChanged 33439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -9813126.000000 Penalty: 5542.397461
	Iteration 1F: 3 clusters Score -9813126 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -9813613.000000 Penalty: 5542.397461
	Iteration 2Q: 3 clusters Score -9813613 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -9814038.000000 Penalty: 5542.397461
	Iteration 3Q: 3 clusters Score -9814038 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -9814554.000000 Penalty: 5542.397461
	Iteration 4Q: 3 clusters Score -9814554 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -9815123.000000 Penalty: 5542.397461
	Iteration 5Q: 3 clusters Score -9815123 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -9815817.000000 Penalty: 5542.397461
	Iteration 6Q: 3 clusters Score -9815817 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -9816919.000000 Penalty: 5542.397461
	Iteration 7Q: 3 clusters Score -9816919 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -9818537.000000 Penalty: 5542.397461
	Iteration 8Q: 3 clusters Score -9818537 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -9821319.000000 Penalty: 5542.397461
	Iteration 9F: 3 clusters Score -9821319 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -9825349.000000 Penalty: 5542.397461
	Iteration 10F: 3 clusters Score -9825349 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 60439 members 
Entering Unmasked Estep 
Score: -9830254.000000 Penalty: 5542.397461
	Iteration 11F: 3 clusters Score -9830254 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 65269 members 
Entering Unmasked Estep 
Score: -9834820.000000 Penalty: 5542.397461
	Iteration 12F: 3 clusters Score -9834820 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 68160 members 
Entering Unmasked Estep 
Score: -9837526.000000 Penalty: 5542.397461
	Iteration 13Q: 3 clusters Score -9837526 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 69516 members 
Entering Unmasked Estep 
Score: -9838748.000000 Penalty: 5542.397461
	Iteration 14Q: 3 clusters Score -9838748 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 70089 members 
Entering Unmasked Estep 
Score: -9839371.000000 Penalty: 5542.397461
	Iteration 15Q: 3 clusters Score -9839371 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 70321 members 
Entering Unmasked Estep 
Score: -9839679.000000 Penalty: 5542.397461
	Iteration 16Q: 3 clusters Score -9839679 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 70432 members 
Entering Unmasked Estep 
Score: -9839825.000000 Penalty: 5542.397461
	Iteration 17Q: 3 clusters Score -9839825 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 70490 members 
Entering Unmasked Estep 
Score: -9839904.000000 Penalty: 5542.397461
	Iteration 18Q: 3 clusters Score -9839904 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 70523 members 
Entering Unmasked Estep 
Score: -9839971.000000 Penalty: 5542.397461
	Iteration 19Q: 3 clusters Score -9839971 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 70551 members 
Entering Unmasked Estep 
Score: -9839991.000000 Penalty: 5542.397461
	Iteration 20F: 3 clusters Score -9839991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 70574 members 
Entering Unmasked Estep 
Score: -9840032.000000 Penalty: 5542.397461
	Iteration 21Q: 3 clusters Score -9840032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 70592 members 
Entering Unmasked Estep 
Score: -9840055.000000 Penalty: 5542.397461
	Iteration 22Q: 3 clusters Score -9840055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 70604 members 
Entering Unmasked Estep 
Score: -9840072.000000 Penalty: 5542.397461
	Iteration 23Q: 3 clusters Score -9840072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 70617 members 
Entering Unmasked Estep 
Score: -9840075.000000 Penalty: 5542.397461
	Iteration 24Q: 3 clusters Score -9840075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 70629 members 
Entering Unmasked Estep 
Score: -9840079.000000 Penalty: 5542.397461
	Iteration 25Q: 3 clusters Score -9840079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 70638 members 
Entering Unmasked Estep 
Score: -9840081.000000 Penalty: 5542.397461
	Iteration 26Q: 3 clusters Score -9840081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 70647 members 
Entering Unmasked Estep 
Score: -9840094.000000 Penalty: 5542.397461
	Iteration 27Q: 3 clusters Score -9840094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 70648 members 
Entering Unmasked Estep 
Score: -9840092.000000 Penalty: 5542.397461
	Iteration 28Q: 3 clusters Score -9840092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 70651 members 
Entering Unmasked Estep 
Score: -9840098.000000 Penalty: 5542.397461
	Iteration 29Q: 3 clusters Score -9840098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 70655 members 
Entering Unmasked Estep 
Score: -9840089.000000 Penalty: 5542.397461
	Iteration 30Q: 3 clusters Score -9840089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 70659 members 
Entering Unmasked Estep 
Score: -9840098.000000 Penalty: 5542.397461
	Iteration 31Q: 3 clusters Score -9840098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 70661 members 
Entering Unmasked Estep 
Score: -9840095.000000 Penalty: 5542.397461
	Iteration 32Q: 3 clusters Score -9840095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 70665 members 
Entering Unmasked Estep 
Score: -9840102.000000 Penalty: 5542.397461
	Iteration 33Q: 3 clusters Score -9840102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 70668 members 
Entering Unmasked Estep 
Score: -9840101.000000 Penalty: 5542.397461
	Iteration 34Q: 3 clusters Score -9840101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -9840103.000000 Penalty: 5542.397461
	Iteration 35Q: 3 clusters Score -9840103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -9840105.000000 Penalty: 5542.397461
	Iteration 36Q: 3 clusters Score -9840105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -9840099.000000 Penalty: 5542.397461
	Iteration 37Q: 3 clusters Score -9840099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 70673 members 
Entering Unmasked Estep 
Score: -9840105.000000 Penalty: 5542.397461
	Iteration 38Q: 3 clusters Score -9840105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 70672 members 
Entering Unmasked Estep 
Score: -9840108.000000 Penalty: 5542.397461
	Iteration 39Q: 3 clusters Score -9840108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 70672 members 
Entering Unmasked Estep 
Score: -9840102.000000 Penalty: 5542.397461
	Iteration 40F: 3 clusters Score -9840102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 70673 members 
Entering Unmasked Estep 
Score: -9840101.000000 Penalty: 5542.397461
	Iteration 41Q: 3 clusters Score -9840101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 70673 members 
Entering Unmasked Estep 
Score: -9840101.000000 Penalty: 5542.397461
	Iteration 42F: 3 clusters Score -9840101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 83573 members 
Mstep: Class 4 contains 4289 members 
Mstep: Class 8 contains 57051 members 
Mstep: Class 9 contains 14226 members 
Mstep: Class 10 contains 162106 members 
Mstep: Class 11 contains 18429 members 
Mstep: Class 12 contains 150760 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37491 members 
Mstep: Class 17 contains 24275 members 
Mstep: Class 18 contains 53679 members 
Mstep: Class 19 contains 177772 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106968.000000 Penalty: 54213.273438
Iteration 239Q: 17 clusters Score -1.16107e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 83411 members 
Mstep: Class 4 contains 4290 members 
Mstep: Class 8 contains 57055 members 
Mstep: Class 9 contains 14221 members 
Mstep: Class 10 contains 162179 members 
Mstep: Class 11 contains 18449 members 
Mstep: Class 12 contains 150760 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37504 members 
Mstep: Class 17 contains 24289 members 
Mstep: Class 18 contains 53688 members 
Mstep: Class 19 contains 177774 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106824.000000 Penalty: 54213.273438
Iteration 240F: 17 clusters Score -1.161068e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 83246 members 
Mstep: Class 4 contains 4291 members 
Mstep: Class 8 contains 57057 members 
Mstep: Class 9 contains 14214 members 
Mstep: Class 10 contains 162276 members 
Mstep: Class 11 contains 18457 members 
Mstep: Class 12 contains 150759 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37499 members 
Mstep: Class 17 contains 24301 members 
Mstep: Class 18 contains 53699 members 
Mstep: Class 19 contains 177783 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 71337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106840.000000 Penalty: 54213.273438
Iteration 241Q: 17 clusters Score -1.161068e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 83080 members 
Mstep: Class 4 contains 4292 members 
Mstep: Class 8 contains 57057 members 
Mstep: Class 9 contains 14213 members 
Mstep: Class 10 contains 162361 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 150749 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37500 members 
Mstep: Class 17 contains 24312 members 
Mstep: Class 18 contains 53704 members 
Mstep: Class 19 contains 177810 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 71374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106608.000000 Penalty: 54213.273438
Iteration 242Q: 17 clusters Score -1.161066e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 82915 members 
Mstep: Class 4 contains 4293 members 
Mstep: Class 8 contains 57056 members 
Mstep: Class 9 contains 14211 members 
Mstep: Class 10 contains 162438 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 150737 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37504 members 
Mstep: Class 17 contains 24318 members 
Mstep: Class 18 contains 53714 members 
Mstep: Class 19 contains 177849 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 71410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106560.000000 Penalty: 54213.273438
Iteration 243Q: 17 clusters Score -1.161066e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 82750 members 
Mstep: Class 4 contains 4294 members 
Mstep: Class 8 contains 57045 members 
Mstep: Class 9 contains 14210 members 
Mstep: Class 10 contains 162532 members 
Mstep: Class 11 contains 18483 members 
Mstep: Class 12 contains 150725 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37497 members 
Mstep: Class 17 contains 24320 members 
Mstep: Class 18 contains 53721 members 
Mstep: Class 19 contains 177886 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106664.000000 Penalty: 54213.273438
Iteration 244Q: 17 clusters Score -1.161067e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 82567 members 
Mstep: Class 4 contains 4295 members 
Mstep: Class 8 contains 57029 members 
Mstep: Class 9 contains 14205 members 
Mstep: Class 10 contains 162616 members 
Mstep: Class 11 contains 18491 members 
Mstep: Class 12 contains 150722 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37491 members 
Mstep: Class 17 contains 24315 members 
Mstep: Class 18 contains 53732 members 
Mstep: Class 19 contains 177951 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106656.000000 Penalty: 54213.273438
Iteration 245Q: 17 clusters Score -1.161067e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 82399 members 
Mstep: Class 4 contains 4295 members 
Mstep: Class 8 contains 57025 members 
Mstep: Class 9 contains 14202 members 
Mstep: Class 10 contains 162681 members 
Mstep: Class 11 contains 18502 members 
Mstep: Class 12 contains 150706 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37484 members 
Mstep: Class 17 contains 24308 members 
Mstep: Class 18 contains 53739 members 
Mstep: Class 19 contains 178037 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106632.000000 Penalty: 54213.273438
Iteration 246Q: 17 clusters Score -1.161066e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 82227 members 
Mstep: Class 4 contains 4296 members 
Mstep: Class 8 contains 57022 members 
Mstep: Class 9 contains 14193 members 
Mstep: Class 10 contains 162758 members 
Mstep: Class 11 contains 18510 members 
Mstep: Class 12 contains 150682 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37478 members 
Mstep: Class 17 contains 24307 members 
Mstep: Class 18 contains 53753 members 
Mstep: Class 19 contains 178111 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106520.000000 Penalty: 54213.273438
Iteration 247Q: 17 clusters Score -1.161065e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 82054 members 
Mstep: Class 4 contains 4297 members 
Mstep: Class 8 contains 57029 members 
Mstep: Class 9 contains 14190 members 
Mstep: Class 10 contains 162819 members 
Mstep: Class 11 contains 18518 members 
Mstep: Class 12 contains 150666 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37465 members 
Mstep: Class 17 contains 24304 members 
Mstep: Class 18 contains 53772 members 
Mstep: Class 19 contains 178186 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106504.000000 Penalty: 54213.273438
Iteration 248Q: 17 clusters Score -1.161065e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 81864 members 
Mstep: Class 4 contains 4297 members 
Mstep: Class 8 contains 57026 members 
Mstep: Class 9 contains 14195 members 
Mstep: Class 10 contains 162862 members 
Mstep: Class 11 contains 18515 members 
Mstep: Class 12 contains 150653 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37473 members 
Mstep: Class 17 contains 24310 members 
Mstep: Class 18 contains 53782 members 
Mstep: Class 19 contains 178276 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106264.000000 Penalty: 54213.273438
Iteration 249Q: 17 clusters Score -1.161063e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 81711 members 
Mstep: Class 4 contains 4297 members 
Mstep: Class 8 contains 57028 members 
Mstep: Class 9 contains 14195 members 
Mstep: Class 10 contains 162892 members 
Mstep: Class 11 contains 18522 members 
Mstep: Class 12 contains 150610 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37481 members 
Mstep: Class 17 contains 24314 members 
Mstep: Class 18 contains 53803 members 
Mstep: Class 19 contains 178366 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106320.000000 Penalty: 54213.273438
Iteration 250Q: 17 clusters Score -1.161063e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 81577 members 
Mstep: Class 4 contains 4297 members 
Mstep: Class 8 contains 57036 members 
Mstep: Class 9 contains 14199 members 
Mstep: Class 10 contains 162883 members 
Mstep: Class 11 contains 18535 members 
Mstep: Class 12 contains 150580 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37490 members 
Mstep: Class 17 contains 24320 members 
Mstep: Class 18 contains 53827 members 
Mstep: Class 19 contains 178436 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106040.000000 Penalty: 54213.273438
Iteration 251Q: 17 clusters Score -1.16106e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 81431 members 
Mstep: Class 4 contains 4298 members 
Mstep: Class 8 contains 57039 members 
Mstep: Class 9 contains 14201 members 
Mstep: Class 10 contains 162871 members 
Mstep: Class 11 contains 18546 members 
Mstep: Class 12 contains 150577 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37496 members 
Mstep: Class 17 contains 24329 members 
Mstep: Class 18 contains 53848 members 
Mstep: Class 19 contains 178502 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105984.000000 Penalty: 54213.273438
Iteration 252Q: 17 clusters Score -1.16106e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 81282 members 
Mstep: Class 4 contains 4299 members 
Mstep: Class 8 contains 57036 members 
Mstep: Class 9 contains 14199 members 
Mstep: Class 10 contains 162892 members 
Mstep: Class 11 contains 18550 members 
Mstep: Class 12 contains 150601 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37501 members 
Mstep: Class 17 contains 24328 members 
Mstep: Class 18 contains 53874 members 
Mstep: Class 19 contains 178544 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106056.000000 Penalty: 54213.273438
Iteration 253Q: 17 clusters Score -1.161061e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 81143 members 
Mstep: Class 4 contains 4301 members 
Mstep: Class 8 contains 57024 members 
Mstep: Class 9 contains 14191 members 
Mstep: Class 10 contains 162916 members 
Mstep: Class 11 contains 18554 members 
Mstep: Class 12 contains 150614 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37506 members 
Mstep: Class 17 contains 24325 members 
Mstep: Class 18 contains 53889 members 
Mstep: Class 19 contains 178604 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106120.000000 Penalty: 54213.273438
Iteration 254Q: 17 clusters Score -1.161061e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 81000 members 
Mstep: Class 4 contains 4301 members 
Mstep: Class 8 contains 57026 members 
Mstep: Class 9 contains 14185 members 
Mstep: Class 10 contains 162954 members 
Mstep: Class 11 contains 18552 members 
Mstep: Class 12 contains 150619 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37502 members 
Mstep: Class 17 contains 24330 members 
Mstep: Class 18 contains 53899 members 
Mstep: Class 19 contains 178672 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116106088.000000 Penalty: 54213.273438
Iteration 255Q: 17 clusters Score -1.161061e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 80833 members 
Mstep: Class 4 contains 4301 members 
Mstep: Class 8 contains 57035 members 
Mstep: Class 9 contains 14183 members 
Mstep: Class 10 contains 163004 members 
Mstep: Class 11 contains 18549 members 
Mstep: Class 12 contains 150625 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37510 members 
Mstep: Class 17 contains 24327 members 
Mstep: Class 18 contains 53907 members 
Mstep: Class 19 contains 178751 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105872.000000 Penalty: 54213.273438
Iteration 256Q: 17 clusters Score -1.161059e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 80688 members 
Mstep: Class 4 contains 4301 members 
Mstep: Class 8 contains 57041 members 
Mstep: Class 9 contains 14181 members 
Mstep: Class 10 contains 163019 members 
Mstep: Class 11 contains 18550 members 
Mstep: Class 12 contains 150626 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37519 members 
Mstep: Class 17 contains 24326 members 
Mstep: Class 18 contains 53920 members 
Mstep: Class 19 contains 178832 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105816.000000 Penalty: 54213.273438
Iteration 257Q: 17 clusters Score -1.161058e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 80561 members 
Mstep: Class 4 contains 4301 members 
Mstep: Class 8 contains 57040 members 
Mstep: Class 9 contains 14181 members 
Mstep: Class 10 contains 163030 members 
Mstep: Class 11 contains 18546 members 
Mstep: Class 12 contains 150627 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37533 members 
Mstep: Class 17 contains 24325 members 
Mstep: Class 18 contains 53939 members 
Mstep: Class 19 contains 178902 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105728.000000 Penalty: 54213.273438
Iteration 258Q: 17 clusters Score -1.161057e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 80422 members 
Mstep: Class 4 contains 4301 members 
Mstep: Class 8 contains 57048 members 
Mstep: Class 9 contains 14181 members 
Mstep: Class 10 contains 163051 members 
Mstep: Class 11 contains 18539 members 
Mstep: Class 12 contains 150634 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37547 members 
Mstep: Class 17 contains 24321 members 
Mstep: Class 18 contains 53963 members 
Mstep: Class 19 contains 178951 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105632.000000 Penalty: 54213.273438
Iteration 259Q: 17 clusters Score -1.161056e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 80283 members 
Mstep: Class 4 contains 4301 members 
Mstep: Class 8 contains 57048 members 
Mstep: Class 9 contains 14178 members 
Mstep: Class 10 contains 163079 members 
Mstep: Class 11 contains 18544 members 
Mstep: Class 12 contains 150624 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37564 members 
Mstep: Class 17 contains 24314 members 
Mstep: Class 18 contains 53971 members 
Mstep: Class 19 contains 179015 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 71996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105640.000000 Penalty: 54213.273438
Iteration 260F: 17 clusters Score -1.161056e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 80145 members 
Mstep: Class 4 contains 4301 members 
Mstep: Class 8 contains 57039 members 
Mstep: Class 9 contains 14176 members 
Mstep: Class 10 contains 163099 members 
Mstep: Class 11 contains 18551 members 
Mstep: Class 12 contains 150618 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37575 members 
Mstep: Class 17 contains 24309 members 
Mstep: Class 18 contains 53973 members 
Mstep: Class 19 contains 179094 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105704.000000 Penalty: 54213.273438
Iteration 261Q: 17 clusters Score -1.161057e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 80010 members 
Mstep: Class 4 contains 4302 members 
Mstep: Class 8 contains 57021 members 
Mstep: Class 9 contains 14168 members 
Mstep: Class 10 contains 163120 members 
Mstep: Class 11 contains 18544 members 
Mstep: Class 12 contains 150627 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37588 members 
Mstep: Class 17 contains 24301 members 
Mstep: Class 18 contains 53984 members 
Mstep: Class 19 contains 179173 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105608.000000 Penalty: 54213.273438
Iteration 262Q: 17 clusters Score -1.161056e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 79874 members 
Mstep: Class 4 contains 4302 members 
Mstep: Class 8 contains 57002 members 
Mstep: Class 9 contains 14162 members 
Mstep: Class 10 contains 163140 members 
Mstep: Class 11 contains 18545 members 
Mstep: Class 12 contains 150634 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37604 members 
Mstep: Class 17 contains 24304 members 
Mstep: Class 18 contains 53986 members 
Mstep: Class 19 contains 179258 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105544.000000 Penalty: 54213.273438
Iteration 263Q: 17 clusters Score -1.161055e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 79750 members 
Mstep: Class 4 contains 4302 members 
Mstep: Class 8 contains 56985 members 
Mstep: Class 9 contains 14158 members 
Mstep: Class 10 contains 163152 members 
Mstep: Class 11 contains 18550 members 
Mstep: Class 12 contains 150620 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37625 members 
Mstep: Class 17 contains 24305 members 
Mstep: Class 18 contains 53989 members 
Mstep: Class 19 contains 179351 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105624.000000 Penalty: 54213.273438
Iteration 264Q: 17 clusters Score -1.161056e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 79628 members 
Mstep: Class 4 contains 4302 members 
Mstep: Class 8 contains 56975 members 
Mstep: Class 9 contains 14154 members 
Mstep: Class 10 contains 163152 members 
Mstep: Class 11 contains 18560 members 
Mstep: Class 12 contains 150627 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37646 members 
Mstep: Class 17 contains 24299 members 
Mstep: Class 18 contains 53990 members 
Mstep: Class 19 contains 179431 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105504.000000 Penalty: 54213.273438
Iteration 265Q: 17 clusters Score -1.161055e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 79501 members 
Mstep: Class 4 contains 4302 members 
Mstep: Class 8 contains 56965 members 
Mstep: Class 9 contains 14152 members 
Mstep: Class 10 contains 163171 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 150615 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37663 members 
Mstep: Class 17 contains 24298 members 
Mstep: Class 18 contains 53994 members 
Mstep: Class 19 contains 179521 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105456.000000 Penalty: 54213.273438
Iteration 266Q: 17 clusters Score -1.161055e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 79351 members 
Mstep: Class 4 contains 4303 members 
Mstep: Class 8 contains 56969 members 
Mstep: Class 9 contains 14148 members 
Mstep: Class 10 contains 163204 members 
Mstep: Class 11 contains 18581 members 
Mstep: Class 12 contains 150615 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37677 members 
Mstep: Class 17 contains 24299 members 
Mstep: Class 18 contains 54001 members 
Mstep: Class 19 contains 179587 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105536.000000 Penalty: 54213.273438
Iteration 267Q: 17 clusters Score -1.161055e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 79222 members 
Mstep: Class 4 contains 4303 members 
Mstep: Class 8 contains 56963 members 
Mstep: Class 9 contains 14151 members 
Mstep: Class 10 contains 163224 members 
Mstep: Class 11 contains 18591 members 
Mstep: Class 12 contains 150599 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37697 members 
Mstep: Class 17 contains 24297 members 
Mstep: Class 18 contains 54013 members 
Mstep: Class 19 contains 179644 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105488.000000 Penalty: 54213.273438
Iteration 268Q: 17 clusters Score -1.161055e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 79092 members 
Mstep: Class 4 contains 4303 members 
Mstep: Class 8 contains 56967 members 
Mstep: Class 9 contains 14156 members 
Mstep: Class 10 contains 163250 members 
Mstep: Class 11 contains 18594 members 
Mstep: Class 12 contains 150595 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37712 members 
Mstep: Class 17 contains 24300 members 
Mstep: Class 18 contains 54018 members 
Mstep: Class 19 contains 179683 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105256.000000 Penalty: 54213.273438
Iteration 269Q: 17 clusters Score -1.161053e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 78967 members 
Mstep: Class 4 contains 4303 members 
Mstep: Class 8 contains 56968 members 
Mstep: Class 9 contains 14151 members 
Mstep: Class 10 contains 163281 members 
Mstep: Class 11 contains 18606 members 
Mstep: Class 12 contains 150587 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37732 members 
Mstep: Class 17 contains 24294 members 
Mstep: Class 18 contains 54023 members 
Mstep: Class 19 contains 179720 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105192.000000 Penalty: 54213.273438
Iteration 270Q: 17 clusters Score -1.161052e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 78848 members 
Mstep: Class 4 contains 4303 members 
Mstep: Class 8 contains 56975 members 
Mstep: Class 9 contains 14149 members 
Mstep: Class 10 contains 163298 members 
Mstep: Class 11 contains 18619 members 
Mstep: Class 12 contains 150580 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37742 members 
Mstep: Class 17 contains 24288 members 
Mstep: Class 18 contains 54033 members 
Mstep: Class 19 contains 179758 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105384.000000 Penalty: 54213.273438
Iteration 271Q: 17 clusters Score -1.161054e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 78719 members 
Mstep: Class 4 contains 4303 members 
Mstep: Class 8 contains 56987 members 
Mstep: Class 9 contains 14150 members 
Mstep: Class 10 contains 163302 members 
Mstep: Class 11 contains 18626 members 
Mstep: Class 12 contains 150585 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37755 members 
Mstep: Class 17 contains 24292 members 
Mstep: Class 18 contains 54043 members 
Mstep: Class 19 contains 179804 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105384.000000 Penalty: 54213.273438
Iteration 272Q: 17 clusters Score -1.161054e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 78590 members 
Mstep: Class 4 contains 4304 members 
Mstep: Class 8 contains 56996 members 
Mstep: Class 9 contains 14144 members 
Mstep: Class 10 contains 163323 members 
Mstep: Class 11 contains 18639 members 
Mstep: Class 12 contains 150598 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37766 members 
Mstep: Class 17 contains 24292 members 
Mstep: Class 18 contains 54053 members 
Mstep: Class 19 contains 179841 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105592.000000 Penalty: 54213.273438
Iteration 273Q: 17 clusters Score -1.161056e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 78481 members 
Mstep: Class 4 contains 4304 members 
Mstep: Class 8 contains 57001 members 
Mstep: Class 9 contains 14133 members 
Mstep: Class 10 contains 163363 members 
Mstep: Class 11 contains 18641 members 
Mstep: Class 12 contains 150616 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37778 members 
Mstep: Class 17 contains 24293 members 
Mstep: Class 18 contains 54061 members 
Mstep: Class 19 contains 179845 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105552.000000 Penalty: 54213.273438
Iteration 274Q: 17 clusters Score -1.161056e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 78367 members 
Mstep: Class 4 contains 4304 members 
Mstep: Class 8 contains 57005 members 
Mstep: Class 9 contains 14128 members 
Mstep: Class 10 contains 163369 members 
Mstep: Class 11 contains 18650 members 
Mstep: Class 12 contains 150650 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37792 members 
Mstep: Class 17 contains 24290 members 
Mstep: Class 18 contains 54073 members 
Mstep: Class 19 contains 179857 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105544.000000 Penalty: 54213.273438
Iteration 275Q: 17 clusters Score -1.161055e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 78253 members 
Mstep: Class 4 contains 4304 members 
Mstep: Class 8 contains 57014 members 
Mstep: Class 9 contains 14123 members 
Mstep: Class 10 contains 163391 members 
Mstep: Class 11 contains 18656 members 
Mstep: Class 12 contains 150674 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37811 members 
Mstep: Class 17 contains 24290 members 
Mstep: Class 18 contains 54081 members 
Mstep: Class 19 contains 179853 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105464.000000 Penalty: 54213.273438
Iteration 276Q: 17 clusters Score -1.161055e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 78141 members 
Mstep: Class 4 contains 4304 members 
Mstep: Class 8 contains 57024 members 
Mstep: Class 9 contains 14113 members 
Mstep: Class 10 contains 163401 members 
Mstep: Class 11 contains 18659 members 
Mstep: Class 12 contains 150678 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37836 members 
Mstep: Class 17 contains 24297 members 
Mstep: Class 18 contains 54083 members 
Mstep: Class 19 contains 179873 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105448.000000 Penalty: 54213.273438
Iteration 277Q: 17 clusters Score -1.161054e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 78041 members 
Mstep: Class 4 contains 4304 members 
Mstep: Class 8 contains 57026 members 
Mstep: Class 9 contains 14107 members 
Mstep: Class 10 contains 163418 members 
Mstep: Class 11 contains 18665 members 
Mstep: Class 12 contains 150674 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37851 members 
Mstep: Class 17 contains 24300 members 
Mstep: Class 18 contains 54087 members 
Mstep: Class 19 contains 179901 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105488.000000 Penalty: 54213.273438
Iteration 278Q: 17 clusters Score -1.161055e+08 nChanged 512
Entering ConstructFrom: 
Score: -116105488.000000 Penalty: 54213.273438
Entering ConstructFrom: 
Trying to split cluster 1 (1218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Entering Unmasked Estep 
Score: -159089.921875 Penalty: 1762.031372
	Iteration 0F: 2 clusters Score -159089.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -156974.734375 Penalty: 3524.062744
	Iteration 0F: 3 clusters Score -156974.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -157272.015625 Penalty: 3524.062744
	Iteration 1F: 3 clusters Score -157272 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -157353.796875 Penalty: 3524.062744
	Iteration 2F: 3 clusters Score -157353.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -157405.078125 Penalty: 3524.062744
	Iteration 3Q: 3 clusters Score -157405.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -157434.609375 Penalty: 3524.062744
	Iteration 4Q: 3 clusters Score -157434.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -157442.468750 Penalty: 3524.062744
	Iteration 5Q: 3 clusters Score -157442.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -157444.671875 Penalty: 3524.062744
	Iteration 6Q: 3 clusters Score -157444.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -157449.062500 Penalty: 3524.062744
	Iteration 7Q: 3 clusters Score -157449.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -157456.125000 Penalty: 3524.062744
	Iteration 8Q: 3 clusters Score -157456.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -157461.890625 Penalty: 3524.062744
	Iteration 9Q: 3 clusters Score -157461.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -157466.437500 Penalty: 3524.062744
	Iteration 10Q: 3 clusters Score -157466.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -157470.234375 Penalty: 3524.062744
	Iteration 11Q: 3 clusters Score -157470.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -157476.468750 Penalty: 3524.062744
	Iteration 12Q: 3 clusters Score -157476.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -157480.140625 Penalty: 3524.062744
	Iteration 13Q: 3 clusters Score -157480.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -157486.421875 Penalty: 3524.062744
	Iteration 14Q: 3 clusters Score -157486.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -157491.109375 Penalty: 3524.062744
	Iteration 15Q: 3 clusters Score -157491.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -157496.750000 Penalty: 3524.062744
	Iteration 16Q: 3 clusters Score -157496.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -157501.203125 Penalty: 3524.062744
	Iteration 17Q: 3 clusters Score -157501.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -157504.984375 Penalty: 3524.062744
	Iteration 18Q: 3 clusters Score -157505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -157504.984375 Penalty: 3524.062744
	Iteration 19F: 3 clusters Score -157505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (77930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77930 members 
Entering Unmasked Estep 
Score: -10786275.000000 Penalty: 2793.364258
	Iteration 0F: 2 clusters Score -1.078628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -10734242.000000 Penalty: 5586.728516
	Iteration 0F: 3 clusters Score -1.073424e+07 nChanged 36429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -10754966.000000 Penalty: 5586.728516
	Iteration 1F: 3 clusters Score -1.075497e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -10755678.000000 Penalty: 5586.728516
	Iteration 2Q: 3 clusters Score -1.075568e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -10756477.000000 Penalty: 5586.728516
	Iteration 3Q: 3 clusters Score -1.075648e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -10757358.000000 Penalty: 5586.728516
	Iteration 4Q: 3 clusters Score -1.075736e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -10758361.000000 Penalty: 5586.728516
	Iteration 5Q: 3 clusters Score -1.075836e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -10759703.000000 Penalty: 5586.728516
	Iteration 6Q: 3 clusters Score -1.07597e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -10761586.000000 Penalty: 5586.728516
	Iteration 7Q: 3 clusters Score -1.076159e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -10764441.000000 Penalty: 5586.728516
	Iteration 8F: 3 clusters Score -1.076444e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -10768070.000000 Penalty: 5586.728516
	Iteration 9F: 3 clusters Score -1.076807e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -10771129.000000 Penalty: 5586.728516
	Iteration 10F: 3 clusters Score -1.077113e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -10772854.000000 Penalty: 5586.728516
	Iteration 11Q: 3 clusters Score -1.077285e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -10773556.000000 Penalty: 5586.728516
	Iteration 12Q: 3 clusters Score -1.077356e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -10774021.000000 Penalty: 5586.728516
	Iteration 13Q: 3 clusters Score -1.077402e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -10774388.000000 Penalty: 5586.728516
	Iteration 14Q: 3 clusters Score -1.077439e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -10774610.000000 Penalty: 5586.728516
	Iteration 15Q: 3 clusters Score -1.077461e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -10774787.000000 Penalty: 5586.728516
	Iteration 16Q: 3 clusters Score -1.077479e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -10775074.000000 Penalty: 5586.728516
	Iteration 17Q: 3 clusters Score -1.077507e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -10775348.000000 Penalty: 5586.728516
	Iteration 18Q: 3 clusters Score -1.077535e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -10775649.000000 Penalty: 5586.728516
	Iteration 19Q: 3 clusters Score -1.077565e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -10775966.000000 Penalty: 5586.728516
	Iteration 20F: 3 clusters Score -1.077597e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -10776301.000000 Penalty: 5586.728516
	Iteration 21Q: 3 clusters Score -1.07763e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -10776601.000000 Penalty: 5586.728516
	Iteration 22Q: 3 clusters Score -1.07766e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -10776950.000000 Penalty: 5586.728516
	Iteration 23Q: 3 clusters Score -1.077695e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -10777325.000000 Penalty: 5586.728516
	Iteration 24Q: 3 clusters Score -1.077732e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 57028 members 
Entering Unmasked Estep 
Score: -10777619.000000 Penalty: 5586.728516
	Iteration 25Q: 3 clusters Score -1.077762e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 58155 members 
Entering Unmasked Estep 
Score: -10778035.000000 Penalty: 5586.728516
	Iteration 26Q: 3 clusters Score -1.077804e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
Score: -10778446.000000 Penalty: 5586.728516
	Iteration 27Q: 3 clusters Score -1.077845e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 60431 members 
Entering Unmasked Estep 
Score: -10778869.000000 Penalty: 5586.728516
	Iteration 28Q: 3 clusters Score -1.077887e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -10779276.000000 Penalty: 5586.728516
	Iteration 29Q: 3 clusters Score -1.077928e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 62600 members 
Entering Unmasked Estep 
Score: -10779603.000000 Penalty: 5586.728516
	Iteration 30Q: 3 clusters Score -1.07796e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 63636 members 
Entering Unmasked Estep 
Score: -10779964.000000 Penalty: 5586.728516
	Iteration 31Q: 3 clusters Score -1.077996e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 64632 members 
Entering Unmasked Estep 
Score: -10780312.000000 Penalty: 5586.728516
	Iteration 32Q: 3 clusters Score -1.078031e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 65610 members 
Entering Unmasked Estep 
Score: -10780673.000000 Penalty: 5586.728516
	Iteration 33Q: 3 clusters Score -1.078067e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 66571 members 
Entering Unmasked Estep 
Score: -10781020.000000 Penalty: 5586.728516
	Iteration 34Q: 3 clusters Score -1.078102e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 67494 members 
Entering Unmasked Estep 
Score: -10781374.000000 Penalty: 5586.728516
	Iteration 35Q: 3 clusters Score -1.078137e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 68320 members 
Entering Unmasked Estep 
Score: -10781675.000000 Penalty: 5586.728516
	Iteration 36Q: 3 clusters Score -1.078168e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 69140 members 
Entering Unmasked Estep 
Score: -10782013.000000 Penalty: 5586.728516
	Iteration 37Q: 3 clusters Score -1.078201e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 69895 members 
Entering Unmasked Estep 
Score: -10782257.000000 Penalty: 5586.728516
	Iteration 38Q: 3 clusters Score -1.078226e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 70565 members 
Entering Unmasked Estep 
Score: -10782519.000000 Penalty: 5586.728516
	Iteration 39Q: 3 clusters Score -1.078252e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 71202 members 
Entering Unmasked Estep 
Score: -10782784.000000 Penalty: 5586.728516
	Iteration 40F: 3 clusters Score -1.078278e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 71793 members 
Entering Unmasked Estep 
Score: -10783022.000000 Penalty: 5586.728516
	Iteration 41Q: 3 clusters Score -1.078302e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 72315 members 
Entering Unmasked Estep 
Score: -10783229.000000 Penalty: 5586.728516
	Iteration 42Q: 3 clusters Score -1.078323e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 72795 members 
Entering Unmasked Estep 
Score: -10783390.000000 Penalty: 5586.728516
	Iteration 43Q: 3 clusters Score -1.078339e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 73188 members 
Entering Unmasked Estep 
Score: -10783522.000000 Penalty: 5586.728516
	Iteration 44Q: 3 clusters Score -1.078352e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 73504 members 
Entering Unmasked Estep 
Score: -10783634.000000 Penalty: 5586.728516
	Iteration 45Q: 3 clusters Score -1.078363e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 73773 members 
Entering Unmasked Estep 
Score: -10783730.000000 Penalty: 5586.728516
	Iteration 46Q: 3 clusters Score -1.078373e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 74013 members 
Entering Unmasked Estep 
Score: -10783796.000000 Penalty: 5586.728516
	Iteration 47Q: 3 clusters Score -1.07838e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 74200 members 
Entering Unmasked Estep 
Score: -10783828.000000 Penalty: 5586.728516
	Iteration 48Q: 3 clusters Score -1.078383e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 74374 members 
Entering Unmasked Estep 
Score: -10783870.000000 Penalty: 5586.728516
	Iteration 49Q: 3 clusters Score -1.078387e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 74530 members 
Entering Unmasked Estep 
Score: -10783922.000000 Penalty: 5586.728516
	Iteration 50Q: 3 clusters Score -1.078392e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 74670 members 
Entering Unmasked Estep 
Score: -10783942.000000 Penalty: 5586.728516
	Iteration 51Q: 3 clusters Score -1.078394e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 74801 members 
Entering Unmasked Estep 
Score: -10783965.000000 Penalty: 5586.728516
	Iteration 52Q: 3 clusters Score -1.078396e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 74929 members 
Entering Unmasked Estep 
Score: -10783969.000000 Penalty: 5586.728516
	Iteration 53Q: 3 clusters Score -1.078397e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 75057 members 
Entering Unmasked Estep 
Score: -10784023.000000 Penalty: 5586.728516
	Iteration 54Q: 3 clusters Score -1.078402e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 75170 members 
Entering Unmasked Estep 
Score: -10784067.000000 Penalty: 5586.728516
	Iteration 55Q: 3 clusters Score -1.078407e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 75281 members 
Entering Unmasked Estep 
Score: -10784103.000000 Penalty: 5586.728516
	Iteration 56Q: 3 clusters Score -1.07841e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 75381 members 
Entering Unmasked Estep 
Score: -10784117.000000 Penalty: 5586.728516
	Iteration 57Q: 3 clusters Score -1.078412e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 75484 members 
Entering Unmasked Estep 
Score: -10784128.000000 Penalty: 5586.728516
	Iteration 58Q: 3 clusters Score -1.078413e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 75570 members 
Entering Unmasked Estep 
Score: -10784176.000000 Penalty: 5586.728516
	Iteration 59Q: 3 clusters Score -1.078418e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 75660 members 
Entering Unmasked Estep 
Score: -10784187.000000 Penalty: 5586.728516
	Iteration 60F: 3 clusters Score -1.078419e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 75724 members 
Entering Unmasked Estep 
Score: -10784203.000000 Penalty: 5586.728516
	Iteration 61Q: 3 clusters Score -1.07842e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 75795 members 
Entering Unmasked Estep 
Score: -10784231.000000 Penalty: 5586.728516
	Iteration 62Q: 3 clusters Score -1.078423e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 75862 members 
Entering Unmasked Estep 
Score: -10784262.000000 Penalty: 5586.728516
	Iteration 63Q: 3 clusters Score -1.078426e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 75921 members 
Entering Unmasked Estep 
Score: -10784282.000000 Penalty: 5586.728516
	Iteration 64Q: 3 clusters Score -1.078428e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 75974 members 
Entering Unmasked Estep 
Score: -10784303.000000 Penalty: 5586.728516
	Iteration 65Q: 3 clusters Score -1.07843e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 76029 members 
Entering Unmasked Estep 
Score: -10784313.000000 Penalty: 5586.728516
	Iteration 66Q: 3 clusters Score -1.078431e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 76069 members 
Entering Unmasked Estep 
Score: -10784309.000000 Penalty: 5586.728516
	Iteration 67Q: 3 clusters Score -1.078431e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 76101 members 
Entering Unmasked Estep 
Score: -10784308.000000 Penalty: 5586.728516
	Iteration 68Q: 3 clusters Score -1.078431e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
Score: -10784307.000000 Penalty: 5586.728516
	Iteration 69Q: 3 clusters Score -1.078431e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 76141 members 
Entering Unmasked Estep 
Score: -10784322.000000 Penalty: 5586.728516
	Iteration 70Q: 3 clusters Score -1.078432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 76153 members 
Entering Unmasked Estep 
Score: -10784329.000000 Penalty: 5586.728516
	Iteration 71Q: 3 clusters Score -1.078433e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 76166 members 
Entering Unmasked Estep 
Score: -10784329.000000 Penalty: 5586.728516
	Iteration 72Q: 3 clusters Score -1.078433e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 76178 members 
Entering Unmasked Estep 
Score: -10784335.000000 Penalty: 5586.728516
	Iteration 73Q: 3 clusters Score -1.078434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 76188 members 
Entering Unmasked Estep 
Score: -10784331.000000 Penalty: 5586.728516
	Iteration 74Q: 3 clusters Score -1.078433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 76199 members 
Entering Unmasked Estep 
Score: -10784330.000000 Penalty: 5586.728516
	Iteration 75Q: 3 clusters Score -1.078433e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 76212 members 
Entering Unmasked Estep 
Score: -10784337.000000 Penalty: 5586.728516
	Iteration 76Q: 3 clusters Score -1.078434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 76220 members 
Entering Unmasked Estep 
Score: -10784341.000000 Penalty: 5586.728516
	Iteration 77Q: 3 clusters Score -1.078434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 76226 members 
Entering Unmasked Estep 
Score: -10784343.000000 Penalty: 5586.728516
	Iteration 78Q: 3 clusters Score -1.078434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 76233 members 
Entering Unmasked Estep 
Score: -10784338.000000 Penalty: 5586.728516
	Iteration 79Q: 3 clusters Score -1.078434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 76240 members 
Entering Unmasked Estep 
Score: -10784338.000000 Penalty: 5586.728516
	Iteration 80F: 3 clusters Score -1.078434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 76244 members 
Entering Unmasked Estep 
Score: -10784334.000000 Penalty: 5586.728516
	Iteration 81Q: 3 clusters Score -1.078433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 76246 members 
Entering Unmasked Estep 
Score: -10784343.000000 Penalty: 5586.728516
	Iteration 82Q: 3 clusters Score -1.078434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 76250 members 
Entering Unmasked Estep 
Score: -10784345.000000 Penalty: 5586.728516
	Iteration 83Q: 3 clusters Score -1.078434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 76252 members 
Entering Unmasked Estep 
Score: -10784345.000000 Penalty: 5586.728516
	Iteration 84Q: 3 clusters Score -1.078434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 76257 members 
Entering Unmasked Estep 
Score: -10784344.000000 Penalty: 5586.728516
	Iteration 85Q: 3 clusters Score -1.078434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 76263 members 
Entering Unmasked Estep 
Score: -10784343.000000 Penalty: 5586.728516
	Iteration 86Q: 3 clusters Score -1.078434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 76268 members 
Entering Unmasked Estep 
Score: -10784342.000000 Penalty: 5586.728516
	Iteration 87Q: 3 clusters Score -1.078434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 76269 members 
Entering Unmasked Estep 
Score: -10784340.000000 Penalty: 5586.728516
	Iteration 88Q: 3 clusters Score -1.078434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -10784338.000000 Penalty: 5586.728516
	Iteration 89Q: 3 clusters Score -1.078434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 76273 members 
Entering Unmasked Estep 
Score: -10784337.000000 Penalty: 5586.728516
	Iteration 90Q: 3 clusters Score -1.078434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 76274 members 
Entering Unmasked Estep 
Score: -10784338.000000 Penalty: 5586.728516
	Iteration 91Q: 3 clusters Score -1.078434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 76276 members 
Entering Unmasked Estep 
Score: -10784340.000000 Penalty: 5586.728516
	Iteration 92Q: 3 clusters Score -1.078434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 76276 members 
Entering Unmasked Estep 
Score: -10784340.000000 Penalty: 5586.728516
	Iteration 93F: 3 clusters Score -1.078434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Entering Unmasked Estep 
Score: -566778.312500 Penalty: 2075.090332
	Iteration 0F: 2 clusters Score -566778.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -562762.500000 Penalty: 4150.180664
	Iteration 0F: 3 clusters Score -562762.5 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -563849.375000 Penalty: 4150.180664
	Iteration 1F: 3 clusters Score -563849.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -564195.125000 Penalty: 4150.180664
	Iteration 2F: 3 clusters Score -564195.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -564461.875000 Penalty: 4150.180664
	Iteration 3F: 3 clusters Score -564461.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -564649.937500 Penalty: 4150.180664
	Iteration 4F: 3 clusters Score -564649.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -564822.312500 Penalty: 4150.180664
	Iteration 5F: 3 clusters Score -564822.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -564959.187500 Penalty: 4150.180664
	Iteration 6Q: 3 clusters Score -564959.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -565062.000000 Penalty: 4150.180664
	Iteration 7Q: 3 clusters Score -565062 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -565131.000000 Penalty: 4150.180664
	Iteration 8Q: 3 clusters Score -565131 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -565185.000000 Penalty: 4150.180664
	Iteration 9Q: 3 clusters Score -565185 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -565213.750000 Penalty: 4150.180664
	Iteration 10Q: 3 clusters Score -565213.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -565231.187500 Penalty: 4150.180664
	Iteration 11Q: 3 clusters Score -565231.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -565245.562500 Penalty: 4150.180664
	Iteration 12Q: 3 clusters Score -565245.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -565257.812500 Penalty: 4150.180664
	Iteration 13Q: 3 clusters Score -565257.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -565265.312500 Penalty: 4150.180664
	Iteration 14Q: 3 clusters Score -565265.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -565271.750000 Penalty: 4150.180664
	Iteration 15Q: 3 clusters Score -565271.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -565277.687500 Penalty: 4150.180664
	Iteration 16Q: 3 clusters Score -565277.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -565281.625000 Penalty: 4150.180664
	Iteration 17Q: 3 clusters Score -565281.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -565284.250000 Penalty: 4150.180664
	Iteration 18Q: 3 clusters Score -565284.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -565285.125000 Penalty: 4150.180664
	Iteration 19Q: 3 clusters Score -565285.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -565285.875000 Penalty: 4150.180664
	Iteration 20F: 3 clusters Score -565285.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -565288.562500 Penalty: 4150.180664
	Iteration 21Q: 3 clusters Score -565288.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -565288.750000 Penalty: 4150.180664
	Iteration 22Q: 3 clusters Score -565288.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -565290.062500 Penalty: 4150.180664
	Iteration 23Q: 3 clusters Score -565290.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -565292.687500 Penalty: 4150.180664
	Iteration 24Q: 3 clusters Score -565292.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -565294.250000 Penalty: 4150.180664
	Iteration 25Q: 3 clusters Score -565294.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -565296.187500 Penalty: 4150.180664
	Iteration 26Q: 3 clusters Score -565296.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -565299.750000 Penalty: 4150.180664
	Iteration 27Q: 3 clusters Score -565299.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -565303.687500 Penalty: 4150.180664
	Iteration 28Q: 3 clusters Score -565303.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -565306.375000 Penalty: 4150.180664
	Iteration 29Q: 3 clusters Score -565306.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -565309.000000 Penalty: 4150.180664
	Iteration 30Q: 3 clusters Score -565309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -565311.062500 Penalty: 4150.180664
	Iteration 31Q: 3 clusters Score -565311.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -565317.375000 Penalty: 4150.180664
	Iteration 32Q: 3 clusters Score -565317.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -565320.500000 Penalty: 4150.180664
	Iteration 33Q: 3 clusters Score -565320.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -565324.500000 Penalty: 4150.180664
	Iteration 34Q: 3 clusters Score -565324.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -565327.500000 Penalty: 4150.180664
	Iteration 35Q: 3 clusters Score -565327.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -565330.500000 Penalty: 4150.180664
	Iteration 36Q: 3 clusters Score -565330.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -565333.187500 Penalty: 4150.180664
	Iteration 37Q: 3 clusters Score -565333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -565334.187500 Penalty: 4150.180664
	Iteration 38Q: 3 clusters Score -565334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -565334.812500 Penalty: 4150.180664
	Iteration 39Q: 3 clusters Score -565334.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -565336.875000 Penalty: 4150.180664
	Iteration 40F: 3 clusters Score -565336.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -565336.187500 Penalty: 4150.180664
	Iteration 41Q: 3 clusters Score -565336.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -565336.187500 Penalty: 4150.180664
	Iteration 42F: 3 clusters Score -565336.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (57034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Entering Unmasked Estep 
Score: -7667529.000000 Penalty: 2715.947754
	Iteration 0F: 2 clusters Score -7667529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -7629505.000000 Penalty: 5431.895508
	Iteration 0F: 3 clusters Score -7629505 nChanged 26299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -7643637.500000 Penalty: 5431.895508
	Iteration 1F: 3 clusters Score -7643638 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -7644196.000000 Penalty: 5431.895508
	Iteration 2Q: 3 clusters Score -7644196 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -7644837.000000 Penalty: 5431.895508
	Iteration 3Q: 3 clusters Score -7644837 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -7645631.500000 Penalty: 5431.895508
	Iteration 4Q: 3 clusters Score -7645632 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -7646816.000000 Penalty: 5431.895508
	Iteration 5Q: 3 clusters Score -7646816 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -7648506.000000 Penalty: 5431.895508
	Iteration 6F: 3 clusters Score -7648506 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -7650793.000000 Penalty: 5431.895508
	Iteration 7F: 3 clusters Score -7650793 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -7653525.000000 Penalty: 5431.895508
	Iteration 8F: 3 clusters Score -7653525 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -7656044.000000 Penalty: 5431.895508
	Iteration 9F: 3 clusters Score -7656044 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -7658330.000000 Penalty: 5431.895508
	Iteration 10F: 3 clusters Score -7658330 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 52502 members 
Entering Unmasked Estep 
Score: -7660517.000000 Penalty: 5431.895508
	Iteration 11Q: 3 clusters Score -7660517 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -7662529.500000 Penalty: 5431.895508
	Iteration 12Q: 3 clusters Score -7662530 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 55891 members 
Entering Unmasked Estep 
Score: -7664129.500000 Penalty: 5431.895508
	Iteration 13Q: 3 clusters Score -7664130 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 56523 members 
Entering Unmasked Estep 
Score: -7664858.500000 Penalty: 5431.895508
	Iteration 14Q: 3 clusters Score -7664858 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -7665071.500000 Penalty: 5431.895508
	Iteration 15Q: 3 clusters Score -7665072 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 56747 members 
Entering Unmasked Estep 
Score: -7665151.500000 Penalty: 5431.895508
	Iteration 16Q: 3 clusters Score -7665152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -7665177.000000 Penalty: 5431.895508
	Iteration 17Q: 3 clusters Score -7665177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 56782 members 
Entering Unmasked Estep 
Score: -7665190.500000 Penalty: 5431.895508
	Iteration 18Q: 3 clusters Score -7665190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 56786 members 
Entering Unmasked Estep 
Score: -7665202.000000 Penalty: 5431.895508
	Iteration 19Q: 3 clusters Score -7665202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 56788 members 
Entering Unmasked Estep 
Score: -7665206.500000 Penalty: 5431.895508
	Iteration 20F: 3 clusters Score -7665206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -7665204.500000 Penalty: 5431.895508
	Iteration 21Q: 3 clusters Score -7665204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -7665212.500000 Penalty: 5431.895508
	Iteration 22Q: 3 clusters Score -7665212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -7665212.500000 Penalty: 5431.895508
	Iteration 23F: 3 clusters Score -7665212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Entering Unmasked Estep 
Score: -1851427.250000 Penalty: 2369.462646
	Iteration 0F: 2 clusters Score -1851427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1841090.125000 Penalty: 4738.925293
	Iteration 0F: 3 clusters Score -1841090 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1844288.750000 Penalty: 4738.925293
	Iteration 1F: 3 clusters Score -1844289 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1844624.000000 Penalty: 4738.925293
	Iteration 2F: 3 clusters Score -1844624 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1844871.375000 Penalty: 4738.925293
	Iteration 3Q: 3 clusters Score -1844871 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1845109.000000 Penalty: 4738.925293
	Iteration 4Q: 3 clusters Score -1845109 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1845300.000000 Penalty: 4738.925293
	Iteration 5Q: 3 clusters Score -1845300 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1845498.125000 Penalty: 4738.925293
	Iteration 6Q: 3 clusters Score -1845498 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1845685.625000 Penalty: 4738.925293
	Iteration 7Q: 3 clusters Score -1845686 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1845891.625000 Penalty: 4738.925293
	Iteration 8Q: 3 clusters Score -1845892 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1846087.750000 Penalty: 4738.925293
	Iteration 9Q: 3 clusters Score -1846088 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1846298.375000 Penalty: 4738.925293
	Iteration 10Q: 3 clusters Score -1846298 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1846511.500000 Penalty: 4738.925293
	Iteration 11Q: 3 clusters Score -1846512 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1846737.500000 Penalty: 4738.925293
	Iteration 12Q: 3 clusters Score -1846738 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1846947.750000 Penalty: 4738.925293
	Iteration 13Q: 3 clusters Score -1846948 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1847219.125000 Penalty: 4738.925293
	Iteration 14Q: 3 clusters Score -1847219 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1847456.250000 Penalty: 4738.925293
	Iteration 15Q: 3 clusters Score -1847456 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1847701.250000 Penalty: 4738.925293
	Iteration 16Q: 3 clusters Score -1847701 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1847944.375000 Penalty: 4738.925293
	Iteration 17Q: 3 clusters Score -1847944 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1848145.000000 Penalty: 4738.925293
	Iteration 18Q: 3 clusters Score -1848145 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1848277.875000 Penalty: 4738.925293
	Iteration 19Q: 3 clusters Score -1848278 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1848382.000000 Penalty: 4738.925293
	Iteration 20F: 3 clusters Score -1848382 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1848467.750000 Penalty: 4738.925293
	Iteration 21Q: 3 clusters Score -1848468 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1848547.875000 Penalty: 4738.925293
	Iteration 22Q: 3 clusters Score -1848548 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1848612.875000 Penalty: 4738.925293
	Iteration 23Q: 3 clusters Score -1848613 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1848666.375000 Penalty: 4738.925293
	Iteration 24Q: 3 clusters Score -1848666 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1848713.125000 Penalty: 4738.925293
	Iteration 25Q: 3 clusters Score -1848713 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1848750.375000 Penalty: 4738.925293
	Iteration 26Q: 3 clusters Score -1848750 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1848762.500000 Penalty: 4738.925293
	Iteration 27Q: 3 clusters Score -1848762 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1848776.375000 Penalty: 4738.925293
	Iteration 28Q: 3 clusters Score -1848776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1848786.250000 Penalty: 4738.925293
	Iteration 29Q: 3 clusters Score -1848786 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1848802.125000 Penalty: 4738.925293
	Iteration 30Q: 3 clusters Score -1848802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1848807.500000 Penalty: 4738.925293
	Iteration 31Q: 3 clusters Score -1848808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1848816.625000 Penalty: 4738.925293
	Iteration 32Q: 3 clusters Score -1848817 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1848819.375000 Penalty: 4738.925293
	Iteration 33Q: 3 clusters Score -1848819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1848825.000000 Penalty: 4738.925293
	Iteration 34Q: 3 clusters Score -1848825 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1848831.125000 Penalty: 4738.925293
	Iteration 35Q: 3 clusters Score -1848831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1848837.625000 Penalty: 4738.925293
	Iteration 36Q: 3 clusters Score -1848838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1848842.625000 Penalty: 4738.925293
	Iteration 37Q: 3 clusters Score -1848843 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1848855.500000 Penalty: 4738.925293
	Iteration 38Q: 3 clusters Score -1848856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1848865.375000 Penalty: 4738.925293
	Iteration 39Q: 3 clusters Score -1848865 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1848877.250000 Penalty: 4738.925293
	Iteration 40F: 3 clusters Score -1848877 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1848888.750000 Penalty: 4738.925293
	Iteration 41Q: 3 clusters Score -1848889 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1848903.250000 Penalty: 4738.925293
	Iteration 42Q: 3 clusters Score -1848903 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1848916.500000 Penalty: 4738.925293
	Iteration 43Q: 3 clusters Score -1848916 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1848928.625000 Penalty: 4738.925293
	Iteration 44Q: 3 clusters Score -1848929 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1848953.875000 Penalty: 4738.925293
	Iteration 45Q: 3 clusters Score -1848954 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1848960.125000 Penalty: 4738.925293
	Iteration 46Q: 3 clusters Score -1848960 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1848968.625000 Penalty: 4738.925293
	Iteration 47Q: 3 clusters Score -1848969 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1848981.625000 Penalty: 4738.925293
	Iteration 48Q: 3 clusters Score -1848982 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1849003.250000 Penalty: 4738.925293
	Iteration 49Q: 3 clusters Score -1849003 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1849020.250000 Penalty: 4738.925293
	Iteration 50Q: 3 clusters Score -1849020 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1849037.125000 Penalty: 4738.925293
	Iteration 51Q: 3 clusters Score -1849037 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1849063.125000 Penalty: 4738.925293
	Iteration 52Q: 3 clusters Score -1849063 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1849086.125000 Penalty: 4738.925293
	Iteration 53Q: 3 clusters Score -1849086 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1849100.875000 Penalty: 4738.925293
	Iteration 54Q: 3 clusters Score -1849101 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1849124.750000 Penalty: 4738.925293
	Iteration 55Q: 3 clusters Score -1849125 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1849147.750000 Penalty: 4738.925293
	Iteration 56Q: 3 clusters Score -1849148 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1849169.875000 Penalty: 4738.925293
	Iteration 57Q: 3 clusters Score -1849170 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1849184.750000 Penalty: 4738.925293
	Iteration 58Q: 3 clusters Score -1849185 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1849206.125000 Penalty: 4738.925293
	Iteration 59Q: 3 clusters Score -1849206 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1849215.875000 Penalty: 4738.925293
	Iteration 60F: 3 clusters Score -1849216 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1849225.000000 Penalty: 4738.925293
	Iteration 61Q: 3 clusters Score -1849225 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1849239.250000 Penalty: 4738.925293
	Iteration 62Q: 3 clusters Score -1849239 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1849252.500000 Penalty: 4738.925293
	Iteration 63Q: 3 clusters Score -1849252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1849266.625000 Penalty: 4738.925293
	Iteration 64Q: 3 clusters Score -1849267 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1849277.250000 Penalty: 4738.925293
	Iteration 65Q: 3 clusters Score -1849277 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1849286.500000 Penalty: 4738.925293
	Iteration 66Q: 3 clusters Score -1849286 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1849297.625000 Penalty: 4738.925293
	Iteration 67Q: 3 clusters Score -1849298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1849303.875000 Penalty: 4738.925293
	Iteration 68Q: 3 clusters Score -1849304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1849313.000000 Penalty: 4738.925293
	Iteration 69Q: 3 clusters Score -1849313 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1849321.125000 Penalty: 4738.925293
	Iteration 70Q: 3 clusters Score -1849321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1849331.625000 Penalty: 4738.925293
	Iteration 71Q: 3 clusters Score -1849332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1849335.125000 Penalty: 4738.925293
	Iteration 72Q: 3 clusters Score -1849335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1849332.375000 Penalty: 4738.925293
	Iteration 73Q: 3 clusters Score -1849332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1849333.125000 Penalty: 4738.925293
	Iteration 74Q: 3 clusters Score -1849333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1849329.875000 Penalty: 4738.925293
	Iteration 75Q: 3 clusters Score -1849330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1849333.125000 Penalty: 4738.925293
	Iteration 76Q: 3 clusters Score -1849333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1849332.375000 Penalty: 4738.925293
	Iteration 77Q: 3 clusters Score -1849332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1849331.000000 Penalty: 4738.925293
	Iteration 78Q: 3 clusters Score -1849331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1849336.000000 Penalty: 4738.925293
	Iteration 79Q: 3 clusters Score -1849336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1849339.875000 Penalty: 4738.925293
	Iteration 80F: 3 clusters Score -1849340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1849343.875000 Penalty: 4738.925293
	Iteration 81Q: 3 clusters Score -1849344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1849344.625000 Penalty: 4738.925293
	Iteration 82Q: 3 clusters Score -1849345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1849350.125000 Penalty: 4738.925293
	Iteration 83Q: 3 clusters Score -1849350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1849353.000000 Penalty: 4738.925293
	Iteration 84Q: 3 clusters Score -1849353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1849350.375000 Penalty: 4738.925293
	Iteration 85Q: 3 clusters Score -1849350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1849358.250000 Penalty: 4738.925293
	Iteration 86Q: 3 clusters Score -1849358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1849355.875000 Penalty: 4738.925293
	Iteration 87Q: 3 clusters Score -1849356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1849357.000000 Penalty: 4738.925293
	Iteration 88Q: 3 clusters Score -1849357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1849363.875000 Penalty: 4738.925293
	Iteration 89Q: 3 clusters Score -1849364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1849364.375000 Penalty: 4738.925293
	Iteration 90Q: 3 clusters Score -1849364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1849363.375000 Penalty: 4738.925293
	Iteration 91Q: 3 clusters Score -1849363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1849368.250000 Penalty: 4738.925293
	Iteration 92Q: 3 clusters Score -1849368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1849373.375000 Penalty: 4738.925293
	Iteration 93Q: 3 clusters Score -1849373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1849378.375000 Penalty: 4738.925293
	Iteration 94Q: 3 clusters Score -1849378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1849378.500000 Penalty: 4738.925293
	Iteration 95Q: 3 clusters Score -1849378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1849377.500000 Penalty: 4738.925293
	Iteration 96Q: 3 clusters Score -1849378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1849378.250000 Penalty: 4738.925293
	Iteration 97Q: 3 clusters Score -1849378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1849379.250000 Penalty: 4738.925293
	Iteration 98Q: 3 clusters Score -1849379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1849379.750000 Penalty: 4738.925293
	Iteration 99Q: 3 clusters Score -1849380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1849377.625000 Penalty: 4738.925293
	Iteration 100F: 3 clusters Score -1849378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1849379.625000 Penalty: 4738.925293
	Iteration 101Q: 3 clusters Score -1849380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1849379.625000 Penalty: 4738.925293
	Iteration 102F: 3 clusters Score -1849380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (163461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163461 members 
Entering Unmasked Estep 
Score: -22538432.000000 Penalty: 2977.073730
	Iteration 0F: 2 clusters Score -2.253843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81440 members 
Mstep: Class 2 contains 82021 members 
Entering Unmasked Estep 
Score: -22431040.000000 Penalty: 5954.147461
	Iteration 0F: 3 clusters Score -2.243104e+07 nChanged 78507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75467 members 
Mstep: Class 2 contains 87994 members 
Entering Unmasked Estep 
Score: -22476918.000000 Penalty: 5954.147461
	Iteration 1F: 3 clusters Score -2.247692e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71674 members 
Mstep: Class 2 contains 91787 members 
Entering Unmasked Estep 
Score: -22478542.000000 Penalty: 5954.147461
	Iteration 2Q: 3 clusters Score -2.247854e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65823 members 
Mstep: Class 2 contains 97638 members 
Entering Unmasked Estep 
Score: -22481560.000000 Penalty: 5954.147461
	Iteration 3Q: 3 clusters Score -2.248156e+07 nChanged 9358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 106032 members 
Entering Unmasked Estep 
Score: -22486490.000000 Penalty: 5954.147461
	Iteration 4F: 3 clusters Score -2.248649e+07 nChanged 11645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 117227 members 
Entering Unmasked Estep 
Score: -22494410.000000 Penalty: 5954.147461
	Iteration 5F: 3 clusters Score -2.249441e+07 nChanged 13751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 130832 members 
Entering Unmasked Estep 
Score: -22506092.000000 Penalty: 5954.147461
	Iteration 6F: 3 clusters Score -2.250609e+07 nChanged 13647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 144443 members 
Entering Unmasked Estep 
Score: -22519424.000000 Penalty: 5954.147461
	Iteration 7F: 3 clusters Score -2.251942e+07 nChanged 10545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 154986 members 
Entering Unmasked Estep 
Score: -22529126.000000 Penalty: 5954.147461
	Iteration 8F: 3 clusters Score -2.252913e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 160543 members 
Entering Unmasked Estep 
Score: -22533562.000000 Penalty: 5954.147461
	Iteration 9Q: 3 clusters Score -2.253356e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 162502 members 
Entering Unmasked Estep 
Score: -22535004.000000 Penalty: 5954.147461
	Iteration 10Q: 3 clusters Score -2.2535e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 163029 members 
Entering Unmasked Estep 
Score: -22535462.000000 Penalty: 5954.147461
	Iteration 11Q: 3 clusters Score -2.253546e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 163159 members 
Entering Unmasked Estep 
Score: -22535606.000000 Penalty: 5954.147461
	Iteration 12Q: 3 clusters Score -2.253561e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 163191 members 
Entering Unmasked Estep 
Score: -22535686.000000 Penalty: 5954.147461
	Iteration 13Q: 3 clusters Score -2.253569e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 163204 members 
Entering Unmasked Estep 
Score: -22535710.000000 Penalty: 5954.147461
	Iteration 14Q: 3 clusters Score -2.253571e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 163215 members 
Entering Unmasked Estep 
Score: -22535730.000000 Penalty: 5954.147461
	Iteration 15Q: 3 clusters Score -2.253573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 163225 members 
Entering Unmasked Estep 
Score: -22535744.000000 Penalty: 5954.147461
	Iteration 16Q: 3 clusters Score -2.253574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 163231 members 
Entering Unmasked Estep 
Score: -22535746.000000 Penalty: 5954.147461
	Iteration 17Q: 3 clusters Score -2.253575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 163236 members 
Entering Unmasked Estep 
Score: -22535760.000000 Penalty: 5954.147461
	Iteration 18Q: 3 clusters Score -2.253576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 163239 members 
Entering Unmasked Estep 
Score: -22535766.000000 Penalty: 5954.147461
	Iteration 19Q: 3 clusters Score -2.253577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 163240 members 
Entering Unmasked Estep 
Score: -22535754.000000 Penalty: 5954.147461
	Iteration 20F: 3 clusters Score -2.253575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 163242 members 
Entering Unmasked Estep 
Score: -22535758.000000 Penalty: 5954.147461
	Iteration 21Q: 3 clusters Score -2.253576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 163245 members 
Entering Unmasked Estep 
Score: -22535764.000000 Penalty: 5954.147461
	Iteration 22Q: 3 clusters Score -2.253576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 163246 members 
Entering Unmasked Estep 
Score: -22535756.000000 Penalty: 5954.147461
	Iteration 23Q: 3 clusters Score -2.253576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 163246 members 
Entering Unmasked Estep 
Score: -22535756.000000 Penalty: 5954.147461
	Iteration 24F: 3 clusters Score -2.253576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Entering Unmasked Estep 
Score: -2610704.500000 Penalty: 2439.091797
	Iteration 0F: 2 clusters Score -2610704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2597491.750000 Penalty: 4878.183594
	Iteration 0F: 3 clusters Score -2597492 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2601892.000000 Penalty: 4878.183594
	Iteration 1F: 3 clusters Score -2601892 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2602264.000000 Penalty: 4878.183594
	Iteration 2F: 3 clusters Score -2602264 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2602533.000000 Penalty: 4878.183594
	Iteration 3Q: 3 clusters Score -2602533 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2602798.500000 Penalty: 4878.183594
	Iteration 4Q: 3 clusters Score -2602798 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2603058.500000 Penalty: 4878.183594
	Iteration 5Q: 3 clusters Score -2603058 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2603347.000000 Penalty: 4878.183594
	Iteration 6Q: 3 clusters Score -2603347 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2603648.500000 Penalty: 4878.183594
	Iteration 7Q: 3 clusters Score -2603648 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2603990.000000 Penalty: 4878.183594
	Iteration 8Q: 3 clusters Score -2603990 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2604483.750000 Penalty: 4878.183594
	Iteration 9Q: 3 clusters Score -2604484 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2605137.000000 Penalty: 4878.183594
	Iteration 10F: 3 clusters Score -2605137 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2605911.000000 Penalty: 4878.183594
	Iteration 11F: 3 clusters Score -2605911 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2606665.000000 Penalty: 4878.183594
	Iteration 12Q: 3 clusters Score -2606665 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2607258.500000 Penalty: 4878.183594
	Iteration 13Q: 3 clusters Score -2607258 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2607647.500000 Penalty: 4878.183594
	Iteration 14Q: 3 clusters Score -2607648 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2607871.750000 Penalty: 4878.183594
	Iteration 15Q: 3 clusters Score -2607872 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2608043.250000 Penalty: 4878.183594
	Iteration 16Q: 3 clusters Score -2608043 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2608157.000000 Penalty: 4878.183594
	Iteration 17Q: 3 clusters Score -2608157 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2608239.750000 Penalty: 4878.183594
	Iteration 18Q: 3 clusters Score -2608240 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2608316.250000 Penalty: 4878.183594
	Iteration 19Q: 3 clusters Score -2608316 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2608356.500000 Penalty: 4878.183594
	Iteration 20F: 3 clusters Score -2608356 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2608386.500000 Penalty: 4878.183594
	Iteration 21Q: 3 clusters Score -2608386 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2608413.250000 Penalty: 4878.183594
	Iteration 22Q: 3 clusters Score -2608413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2608428.000000 Penalty: 4878.183594
	Iteration 23Q: 3 clusters Score -2608428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2608438.250000 Penalty: 4878.183594
	Iteration 24Q: 3 clusters Score -2608438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2608451.500000 Penalty: 4878.183594
	Iteration 25Q: 3 clusters Score -2608452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2608460.000000 Penalty: 4878.183594
	Iteration 26Q: 3 clusters Score -2608460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2608467.500000 Penalty: 4878.183594
	Iteration 27Q: 3 clusters Score -2608468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2608471.750000 Penalty: 4878.183594
	Iteration 28Q: 3 clusters Score -2608472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2608476.500000 Penalty: 4878.183594
	Iteration 29Q: 3 clusters Score -2608476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2608481.000000 Penalty: 4878.183594
	Iteration 30Q: 3 clusters Score -2608481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2608479.250000 Penalty: 4878.183594
	Iteration 31Q: 3 clusters Score -2608479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2608479.500000 Penalty: 4878.183594
	Iteration 32Q: 3 clusters Score -2608480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2608483.250000 Penalty: 4878.183594
	Iteration 33Q: 3 clusters Score -2608483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2608480.500000 Penalty: 4878.183594
	Iteration 34Q: 3 clusters Score -2608480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2608485.500000 Penalty: 4878.183594
	Iteration 35Q: 3 clusters Score -2608486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2608486.750000 Penalty: 4878.183594
	Iteration 36Q: 3 clusters Score -2608487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2608486.250000 Penalty: 4878.183594
	Iteration 37Q: 3 clusters Score -2608486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2608485.750000 Penalty: 4878.183594
	Iteration 38Q: 3 clusters Score -2608486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2608487.750000 Penalty: 4878.183594
	Iteration 39Q: 3 clusters Score -2608488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2608487.250000 Penalty: 4878.183594
	Iteration 40F: 3 clusters Score -2608487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (150674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150674 members 
Entering Unmasked Estep 
Score: -20678938.000000 Penalty: 2956.872559
	Iteration 0F: 2 clusters Score -2.067894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75041 members 
Mstep: Class 2 contains 75633 members 
Entering Unmasked Estep 
Score: -20578648.000000 Penalty: 5913.745117
	Iteration 0F: 3 clusters Score -2.057865e+07 nChanged 72041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Mstep: Class 2 contains 80294 members 
Entering Unmasked Estep 
Score: -20620720.000000 Penalty: 5913.745117
	Iteration 1F: 3 clusters Score -2.062072e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67261 members 
Mstep: Class 2 contains 83413 members 
Entering Unmasked Estep 
Score: -20622168.000000 Penalty: 5913.745117
	Iteration 2Q: 3 clusters Score -2.062217e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 88069 members 
Entering Unmasked Estep 
Score: -20624594.000000 Penalty: 5913.745117
	Iteration 3Q: 3 clusters Score -2.062459e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 94759 members 
Entering Unmasked Estep 
Score: -20628480.000000 Penalty: 5913.745117
	Iteration 4Q: 3 clusters Score -2.062848e+07 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 103891 members 
Entering Unmasked Estep 
Score: -20635150.000000 Penalty: 5913.745117
	Iteration 5F: 3 clusters Score -2.063515e+07 nChanged 11425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 115180 members 
Entering Unmasked Estep 
Score: -20644578.000000 Penalty: 5913.745117
	Iteration 6F: 3 clusters Score -2.064458e+07 nChanged 11957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 127079 members 
Entering Unmasked Estep 
Score: -20655702.000000 Penalty: 5913.745117
	Iteration 7F: 3 clusters Score -2.06557e+07 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 136939 members 
Entering Unmasked Estep 
Score: -20665076.000000 Penalty: 5913.745117
	Iteration 8F: 3 clusters Score -2.066508e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 143389 members 
Entering Unmasked Estep 
Score: -20670836.000000 Penalty: 5913.745117
	Iteration 9Q: 3 clusters Score -2.067084e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 146865 members 
Entering Unmasked Estep 
Score: -20673564.000000 Penalty: 5913.745117
	Iteration 10Q: 3 clusters Score -2.067356e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 148527 members 
Entering Unmasked Estep 
Score: -20674900.000000 Penalty: 5913.745117
	Iteration 11Q: 3 clusters Score -2.06749e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 149318 members 
Entering Unmasked Estep 
Score: -20675538.000000 Penalty: 5913.745117
	Iteration 12Q: 3 clusters Score -2.067554e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 149675 members 
Entering Unmasked Estep 
Score: -20675868.000000 Penalty: 5913.745117
	Iteration 13Q: 3 clusters Score -2.067587e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 149859 members 
Entering Unmasked Estep 
Score: -20676032.000000 Penalty: 5913.745117
	Iteration 14Q: 3 clusters Score -2.067603e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 149962 members 
Entering Unmasked Estep 
Score: -20676106.000000 Penalty: 5913.745117
	Iteration 15Q: 3 clusters Score -2.067611e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 150029 members 
Entering Unmasked Estep 
Score: -20676168.000000 Penalty: 5913.745117
	Iteration 16Q: 3 clusters Score -2.067617e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 150079 members 
Entering Unmasked Estep 
Score: -20676222.000000 Penalty: 5913.745117
	Iteration 17Q: 3 clusters Score -2.067622e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 150110 members 
Entering Unmasked Estep 
Score: -20676258.000000 Penalty: 5913.745117
	Iteration 18Q: 3 clusters Score -2.067626e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 150143 members 
Entering Unmasked Estep 
Score: -20676294.000000 Penalty: 5913.745117
	Iteration 19Q: 3 clusters Score -2.067629e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 150165 members 
Entering Unmasked Estep 
Score: -20676334.000000 Penalty: 5913.745117
	Iteration 20F: 3 clusters Score -2.067633e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 150185 members 
Entering Unmasked Estep 
Score: -20676358.000000 Penalty: 5913.745117
	Iteration 21Q: 3 clusters Score -2.067636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 150198 members 
Entering Unmasked Estep 
Score: -20676334.000000 Penalty: 5913.745117
	Iteration 22Q: 3 clusters Score -2.067633e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 150207 members 
Entering Unmasked Estep 
Score: -20676356.000000 Penalty: 5913.745117
	Iteration 23Q: 3 clusters Score -2.067636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 150216 members 
Entering Unmasked Estep 
Score: -20676376.000000 Penalty: 5913.745117
	Iteration 24Q: 3 clusters Score -2.067638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 150228 members 
Entering Unmasked Estep 
Score: -20676390.000000 Penalty: 5913.745117
	Iteration 25Q: 3 clusters Score -2.067639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 150232 members 
Entering Unmasked Estep 
Score: -20676360.000000 Penalty: 5913.745117
	Iteration 26Q: 3 clusters Score -2.067636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 150234 members 
Entering Unmasked Estep 
Score: -20676360.000000 Penalty: 5913.745117
	Iteration 27Q: 3 clusters Score -2.067636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 150236 members 
Entering Unmasked Estep 
Score: -20676374.000000 Penalty: 5913.745117
	Iteration 28Q: 3 clusters Score -2.067637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 150239 members 
Entering Unmasked Estep 
Score: -20676378.000000 Penalty: 5913.745117
	Iteration 29Q: 3 clusters Score -2.067638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 150241 members 
Entering Unmasked Estep 
Score: -20676392.000000 Penalty: 5913.745117
	Iteration 30Q: 3 clusters Score -2.067639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 150243 members 
Entering Unmasked Estep 
Score: -20676390.000000 Penalty: 5913.745117
	Iteration 31Q: 3 clusters Score -2.067639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 150244 members 
Entering Unmasked Estep 
Score: -20676388.000000 Penalty: 5913.745117
	Iteration 32Q: 3 clusters Score -2.067639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 150244 members 
Entering Unmasked Estep 
Score: -20676388.000000 Penalty: 5913.745117
	Iteration 33F: 3 clusters Score -2.067639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -61069.890625 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -61069.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59590.230469 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -59590.23 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59883.355469 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -59883.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60025.492188 Penalty: 3106.645508
	Iteration 2F: 3 clusters Score -60025.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -60096.207031 Penalty: 3106.645508
	Iteration 3Q: 3 clusters Score -60096.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -60175.144531 Penalty: 3106.645508
	Iteration 4Q: 3 clusters Score -60175.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60210.359375 Penalty: 3106.645508
	Iteration 5Q: 3 clusters Score -60210.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -60225.070312 Penalty: 3106.645508
	Iteration 6Q: 3 clusters Score -60225.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60229.062500 Penalty: 3106.645508
	Iteration 7Q: 3 clusters Score -60229.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60229.062500 Penalty: 3106.645508
	Iteration 8F: 3 clusters Score -60229.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -70210.367188 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -70210.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68616.023438 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -68616.02 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68956.546875 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -68956.55 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69240.492188 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -69240.49 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69372.906250 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -69372.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -69471.187500 Penalty: 3167.056396
	Iteration 4F: 3 clusters Score -69471.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -69590.671875 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -69590.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -69738.171875 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -69738.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -69925.414062 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -69925.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -70061.750000 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -70061.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -70150.828125 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -70150.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -70256.843750 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -70256.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -70472.296875 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -70472.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -70696.492188 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -70696.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -70696.492188 Penalty: 3167.056396
	Iteration 13F: 3 clusters Score -70696.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 77930 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 4304 members 
Mstep: Class 8 contains 57034 members 
Mstep: Class 9 contains 14105 members 
Mstep: Class 10 contains 163461 members 
Mstep: Class 11 contains 18677 members 
Mstep: Class 12 contains 150674 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 334 members 
Mstep: Class 16 contains 37874 members 
Mstep: Class 17 contains 24301 members 
Mstep: Class 18 contains 54087 members 
Mstep: Class 19 contains 179914 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72555 members 
Entering Unmasked Estep 
Score: -116104328.000000 Penalty: 57601.605469
Splitting cluster 14 changes total score from -116105488.000000 to -116104328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (37874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Entering Unmasked Estep 
Score: -5273581.500000 Penalty: 2614.420898
	Iteration 0F: 2 clusters Score -5273582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -5247797.500000 Penalty: 5228.841797
	Iteration 0F: 3 clusters Score -5247798 nChanged 17296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -5257498.500000 Penalty: 5228.841797
	Iteration 1F: 3 clusters Score -5257498 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -5257935.000000 Penalty: 5228.841797
	Iteration 2Q: 3 clusters Score -5257935 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -5258308.000000 Penalty: 5228.841797
	Iteration 3Q: 3 clusters Score -5258308 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -5258677.500000 Penalty: 5228.841797
	Iteration 4Q: 3 clusters Score -5258678 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -5259073.000000 Penalty: 5228.841797
	Iteration 5Q: 3 clusters Score -5259073 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -5259551.000000 Penalty: 5228.841797
	Iteration 6Q: 3 clusters Score -5259551 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -5260166.000000 Penalty: 5228.841797
	Iteration 7Q: 3 clusters Score -5260166 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -5260905.500000 Penalty: 5228.841797
	Iteration 8Q: 3 clusters Score -5260906 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -5261772.500000 Penalty: 5228.841797
	Iteration 9Q: 3 clusters Score -5261772 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -5262798.500000 Penalty: 5228.841797
	Iteration 10Q: 3 clusters Score -5262798 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -5263947.000000 Penalty: 5228.841797
	Iteration 11Q: 3 clusters Score -5263947 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -5265098.500000 Penalty: 5228.841797
	Iteration 12Q: 3 clusters Score -5265098 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -5266034.000000 Penalty: 5228.841797
	Iteration 13Q: 3 clusters Score -5266034 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -5266555.000000 Penalty: 5228.841797
	Iteration 14Q: 3 clusters Score -5266555 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -5266849.000000 Penalty: 5228.841797
	Iteration 15Q: 3 clusters Score -5266849 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -5267003.000000 Penalty: 5228.841797
	Iteration 16Q: 3 clusters Score -5267003 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -5267086.500000 Penalty: 5228.841797
	Iteration 17Q: 3 clusters Score -5267086 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -5267153.000000 Penalty: 5228.841797
	Iteration 18Q: 3 clusters Score -5267153 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -5267195.500000 Penalty: 5228.841797
	Iteration 19Q: 3 clusters Score -5267196 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -5267216.500000 Penalty: 5228.841797
	Iteration 20F: 3 clusters Score -5267216 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -5267232.500000 Penalty: 5228.841797
	Iteration 21Q: 3 clusters Score -5267232 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -5267262.000000 Penalty: 5228.841797
	Iteration 22Q: 3 clusters Score -5267262 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -5267305.500000 Penalty: 5228.841797
	Iteration 23Q: 3 clusters Score -5267306 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -5267330.500000 Penalty: 5228.841797
	Iteration 24Q: 3 clusters Score -5267330 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -5267368.000000 Penalty: 5228.841797
	Iteration 25Q: 3 clusters Score -5267368 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -5267433.000000 Penalty: 5228.841797
	Iteration 26Q: 3 clusters Score -5267433 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -5267460.500000 Penalty: 5228.841797
	Iteration 27Q: 3 clusters Score -5267460 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -5267500.500000 Penalty: 5228.841797
	Iteration 28Q: 3 clusters Score -5267500 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5267570 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5267615 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -5267638.000000 Penalty: 5228.841797
	Iteration 31Q: 3 clusters Score -5267638 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -5267680.500000 Penalty: 5228.841797
	Iteration 32Q: 3 clusters Score -5267680 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -5267703.000000 Penalty: 5228.841797
	Iteration 33Q: 3 clusters Score -5267703 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -5267724.000000 Penalty: 5228.841797
	Iteration 34Q: 3 clusters Score -5267724 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -5267745.500000 Penalty: 5228.841797
	Iteration 35Q: 3 clusters Score -5267746 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -5267803.500000 Penalty: 5228.841797
	Iteration 36Q: 3 clusters Score -5267804 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -5267810.000000 Penalty: 5228.841797
	Iteration 37Q: 3 clusters Score -5267810 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -5267840.000000 Penalty: 5228.841797
	Iteration 38Q: 3 clusters Score -5267840 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -5267908.000000 Penalty: 5228.841797
	Iteration 39Q: 3 clusters Score -5267908 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -5267968.500000 Penalty: 5228.841797
	Iteration 40F: 3 clusters Score -5267968 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -5267992.500000 Penalty: 5228.841797
	Iteration 41Q: 3 clusters Score -5267992 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -5268036.500000 Penalty: 5228.841797
	Iteration 42Q: 3 clusters Score -5268036 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -5268082.000000 Penalty: 5228.841797
	Iteration 43Q: 3 clusters Score -5268082 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -5268150.500000 Penalty: 5228.841797
	Iteration 44Q: 3 clusters Score -5268150 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -5268205.500000 Penalty: 5228.841797
	Iteration 45Q: 3 clusters Score -5268206 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -5268270.000000 Penalty: 5228.841797
	Iteration 46Q: 3 clusters Score -5268270 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -5268360.000000 Penalty: 5228.841797
	Iteration 47Q: 3 clusters Score -5268360 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -5268465.000000 Penalty: 5228.841797
	Iteration 48Q: 3 clusters Score -5268465 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -5268567.000000 Penalty: 5228.841797
	Iteration 49Q: 3 clusters Score -5268567 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -5268675.000000 Penalty: 5228.841797
	Iteration 50Q: 3 clusters Score -5268675 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -5268771.500000 Penalty: 5228.841797
	Iteration 51Q: 3 clusters Score -5268772 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -5268860.000000 Penalty: 5228.841797
	Iteration 52Q: 3 clusters Score -5268860 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -5268925.500000 Penalty: 5228.841797
	Iteration 53Q: 3 clusters Score -5268926 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -5268995.500000 Penalty: 5228.841797
	Iteration 54Q: 3 clusters Score -5268996 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -5269084.500000 Penalty: 5228.841797
	Iteration 55Q: 3 clusters Score -5269084 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -5269189.000000 Penalty: 5228.841797
	Iteration 56Q: 3 clusters Score -5269189 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -5269289.000000 Penalty: 5228.841797
	Iteration 57Q: 3 clusters Score -5269289 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -5269387.000000 Penalty: 5228.841797
	Iteration 58Q: 3 clusters Score -5269387 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -5269513.000000 Penalty: 5228.841797
	Iteration 59Q: 3 clusters Score -5269513 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -5269654.000000 Penalty: 5228.841797
	Iteration 60F: 3 clusters Score -5269654 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -5269785.000000 Penalty: 5228.841797
	Iteration 61Q: 3 clusters Score -5269785 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -5269925.000000 Penalty: 5228.841797
	Iteration 62Q: 3 clusters Score -5269925 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -5270060.500000 Penalty: 5228.841797
	Iteration 63Q: 3 clusters Score -5270060 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5270184.000000 Penalty: 5228.841797
	Iteration 64Q: 3 clusters Score -5270184 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -5270316.500000 Penalty: 5228.841797
	Iteration 65Q: 3 clusters Score -5270316 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -5270438.500000 Penalty: 5228.841797
	Iteration 66Q: 3 clusters Score -5270438 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -5270542.500000 Penalty: 5228.841797
	Iteration 67Q: 3 clusters Score -5270542 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -5270640.500000 Penalty: 5228.841797
	Iteration 68Q: 3 clusters Score -5270640 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5270755.500000 Penalty: 5228.841797
	Iteration 69Q: 3 clusters Score -5270756 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5270863.500000 Penalty: 5228.841797
	Iteration 70Q: 3 clusters Score -5270864 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5270945.000000 Penalty: 5228.841797
	Iteration 71Q: 3 clusters Score -5270945 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5271010.500000 Penalty: 5228.841797
	Iteration 72Q: 3 clusters Score -5271010 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5271047.500000 Penalty: 5228.841797
	Iteration 73Q: 3 clusters Score -5271048 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5271104.000000 Penalty: 5228.841797
	Iteration 74Q: 3 clusters Score -5271104 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5271131.500000 Penalty: 5228.841797
	Iteration 75Q: 3 clusters Score -5271132 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5271163.000000 Penalty: 5228.841797
	Iteration 76Q: 3 clusters Score -5271163 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5271188.000000 Penalty: 5228.841797
	Iteration 77Q: 3 clusters Score -5271188 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5271223.000000 Penalty: 5228.841797
	Iteration 78Q: 3 clusters Score -5271223 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5271257.000000 Penalty: 5228.841797
	Iteration 79Q: 3 clusters Score -5271257 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5271275.500000 Penalty: 5228.841797
	Iteration 80F: 3 clusters Score -5271276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5271280.000000 Penalty: 5228.841797
	Iteration 81Q: 3 clusters Score -5271280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5271294.500000 Penalty: 5228.841797
	Iteration 82Q: 3 clusters Score -5271294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5271305.000000 Penalty: 5228.841797
	Iteration 83Q: 3 clusters Score -5271305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5271320.000000 Penalty: 5228.841797
	Iteration 84Q: 3 clusters Score -5271320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5271328.000000 Penalty: 5228.841797
	Iteration 85Q: 3 clusters Score -5271328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5271330.000000 Penalty: 5228.841797
	Iteration 86Q: 3 clusters Score -5271330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5271342.000000 Penalty: 5228.841797
	Iteration 87Q: 3 clusters Score -5271342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5271353.000000 Penalty: 5228.841797
	Iteration 88Q: 3 clusters Score -5271353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5271347.500000 Penalty: 5228.841797
	Iteration 89Q: 3 clusters Score -5271348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5271360.500000 Penalty: 5228.841797
	Iteration 90Q: 3 clusters Score -5271360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5271366.000000 Penalty: 5228.841797
	Iteration 91Q: 3 clusters Score -5271366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5271371.500000 Penalty: 5228.841797
	Iteration 92Q: 3 clusters Score -5271372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5271374.500000 Penalty: 5228.841797
	Iteration 93Q: 3 clusters Score -5271374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5271367.500000 Penalty: 5228.841797
	Iteration 94Q: 3 clusters Score -5271368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5271369.500000 Penalty: 5228.841797
	Iteration 95Q: 3 clusters Score -5271370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5271378.500000 Penalty: 5228.841797
	Iteration 96Q: 3 clusters Score -5271378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5271379.500000 Penalty: 5228.841797
	Iteration 97Q: 3 clusters Score -5271380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5271378.000000 Penalty: 5228.841797
	Iteration 98Q: 3 clusters Score -5271378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5271385.500000 Penalty: 5228.841797
	Iteration 99Q: 3 clusters Score -5271386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5271386.000000 Penalty: 5228.841797
	Iteration 100F: 3 clusters Score -5271386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5271384.000000 Penalty: 5228.841797
	Iteration 101Q: 3 clusters Score -5271384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5271384.000000 Penalty: 5228.841797
	Iteration 102Q: 3 clusters Score -5271384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5271389.000000 Penalty: 5228.841797
	Iteration 103Q: 3 clusters Score -5271389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5271393.500000 Penalty: 5228.841797
	Iteration 104Q: 3 clusters Score -5271394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5271398.000000 Penalty: 5228.841797
	Iteration 105Q: 3 clusters Score -5271398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5271400.500000 Penalty: 5228.841797
	Iteration 106Q: 3 clusters Score -5271400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5271402.000000 Penalty: 5228.841797
	Iteration 107Q: 3 clusters Score -5271402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5271399.500000 Penalty: 5228.841797
	Iteration 108Q: 3 clusters Score -5271400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5271402.500000 Penalty: 5228.841797
	Iteration 109Q: 3 clusters Score -5271402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5271402.500000 Penalty: 5228.841797
	Iteration 110F: 3 clusters Score -5271402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24301 members 
Entering Unmasked Estep 
Score: -3391497.500000 Penalty: 2504.371582
	Iteration 0F: 2 clusters Score -3391498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -3374563.250000 Penalty: 5008.743164
	Iteration 0F: 3 clusters Score -3374563 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -3380366.500000 Penalty: 5008.743164
	Iteration 1F: 3 clusters Score -3380366 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -3380741.000000 Penalty: 5008.743164
	Iteration 2Q: 3 clusters Score -3380741 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -3381092.750000 Penalty: 5008.743164
	Iteration 3Q: 3 clusters Score -3381093 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -3381484.750000 Penalty: 5008.743164
	Iteration 4Q: 3 clusters Score -3381485 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -3381955.500000 Penalty: 5008.743164
	Iteration 5Q: 3 clusters Score -3381956 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -3382651.500000 Penalty: 5008.743164
	Iteration 6F: 3 clusters Score -3382652 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -3383668.500000 Penalty: 5008.743164
	Iteration 7F: 3 clusters Score -3383668 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3384946.500000 Penalty: 5008.743164
	Iteration 8F: 3 clusters Score -3384946 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -3386324.000000 Penalty: 5008.743164
	Iteration 9F: 3 clusters Score -3386324 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3387385.750000 Penalty: 5008.743164
	Iteration 10F: 3 clusters Score -3387386 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3388153.000000 Penalty: 5008.743164
	Iteration 11Q: 3 clusters Score -3388153 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3388616.000000 Penalty: 5008.743164
	Iteration 12Q: 3 clusters Score -3388616 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3388911.500000 Penalty: 5008.743164
	Iteration 13Q: 3 clusters Score -3388912 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3389105.250000 Penalty: 5008.743164
	Iteration 14Q: 3 clusters Score -3389105 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3389227.000000 Penalty: 5008.743164
	Iteration 15Q: 3 clusters Score -3389227 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3389283.500000 Penalty: 5008.743164
	Iteration 16Q: 3 clusters Score -3389284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3389326.750000 Penalty: 5008.743164
	Iteration 17Q: 3 clusters Score -3389327 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3389368.500000 Penalty: 5008.743164
	Iteration 18Q: 3 clusters Score -3389368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3389388.750000 Penalty: 5008.743164
	Iteration 19Q: 3 clusters Score -3389389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3389400.500000 Penalty: 5008.743164
	Iteration 20F: 3 clusters Score -3389400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3389407.250000 Penalty: 5008.743164
	Iteration 21Q: 3 clusters Score -3389407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3389411.750000 Penalty: 5008.743164
	Iteration 22Q: 3 clusters Score -3389412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3389415.250000 Penalty: 5008.743164
	Iteration 23Q: 3 clusters Score -3389415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3389418.750000 Penalty: 5008.743164
	Iteration 24Q: 3 clusters Score -3389419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3389421.000000 Penalty: 5008.743164
	Iteration 25Q: 3 clusters Score -3389421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3389422.750000 Penalty: 5008.743164
	Iteration 26Q: 3 clusters Score -3389423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3389422.750000 Penalty: 5008.743164
	Iteration 27F: 3 clusters Score -3389423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Entering Unmasked Estep 
Score: -7526409.000000 Penalty: 2702.790527
	Iteration 0F: 2 clusters Score -7526409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -7489958.000000 Penalty: 5405.581055
	Iteration 0F: 3 clusters Score -7489958 nChanged 25067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -7503660.000000 Penalty: 5405.581055
	Iteration 1F: 3 clusters Score -7503660 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -7504182.500000 Penalty: 5405.581055
	Iteration 2Q: 3 clusters Score -7504182 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -7504654.500000 Penalty: 5405.581055
	Iteration 3Q: 3 clusters Score -7504654 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -7505172.000000 Penalty: 5405.581055
	Iteration 4Q: 3 clusters Score -7505172 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -7505705.500000 Penalty: 5405.581055
	Iteration 5Q: 3 clusters Score -7505706 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -7506475.500000 Penalty: 5405.581055
	Iteration 6Q: 3 clusters Score -7506476 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -7507598.500000 Penalty: 5405.581055
	Iteration 7Q: 3 clusters Score -7507598 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -7509348.000000 Penalty: 5405.581055
	Iteration 8F: 3 clusters Score -7509348 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -7511710.500000 Penalty: 5405.581055
	Iteration 9F: 3 clusters Score -7511710 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -7514886.500000 Penalty: 5405.581055
	Iteration 10F: 3 clusters Score -7514886 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -7518145.000000 Penalty: 5405.581055
	Iteration 11F: 3 clusters Score -7518145 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50119 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -7521007.000000 Penalty: 5405.581055
	Iteration 12F: 3 clusters Score -7521007 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -7522855.500000 Penalty: 5405.581055
	Iteration 13Q: 3 clusters Score -7522856 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52921 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7523943.500000 Penalty: 5405.581055
	Iteration 14Q: 3 clusters Score -7523944 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7524478.500000 Penalty: 5405.581055
	Iteration 15Q: 3 clusters Score -7524478 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53428 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7524706.500000 Penalty: 5405.581055
	Iteration 16Q: 3 clusters Score -7524706 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53466 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7524819.500000 Penalty: 5405.581055
	Iteration 17Q: 3 clusters Score -7524820 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7524872.500000 Penalty: 5405.581055
	Iteration 18Q: 3 clusters Score -7524872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53491 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7524914.000000 Penalty: 5405.581055
	Iteration 19Q: 3 clusters Score -7524914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7524955.000000 Penalty: 5405.581055
	Iteration 20F: 3 clusters Score -7524955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53488 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7524985.500000 Penalty: 5405.581055
	Iteration 21Q: 3 clusters Score -7524986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53491 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7525004.000000 Penalty: 5405.581055
	Iteration 22Q: 3 clusters Score -7525004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7525018.000000 Penalty: 5405.581055
	Iteration 23Q: 3 clusters Score -7525018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7525019.000000 Penalty: 5405.581055
	Iteration 24Q: 3 clusters Score -7525019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7525025.500000 Penalty: 5405.581055
	Iteration 25Q: 3 clusters Score -7525026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53500 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7525020.500000 Penalty: 5405.581055
	Iteration 26Q: 3 clusters Score -7525020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7525018.500000 Penalty: 5405.581055
	Iteration 27Q: 3 clusters Score -7525018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7525026.000000 Penalty: 5405.581055
	Iteration 28Q: 3 clusters Score -7525026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7525028.500000 Penalty: 5405.581055
	Iteration 29Q: 3 clusters Score -7525028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7525024.500000 Penalty: 5405.581055
	Iteration 30Q: 3 clusters Score -7525024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7525026.000000 Penalty: 5405.581055
	Iteration 31Q: 3 clusters Score -7525026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7525027.000000 Penalty: 5405.581055
	Iteration 32Q: 3 clusters Score -7525027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7525029.500000 Penalty: 5405.581055
	Iteration 33Q: 3 clusters Score -7525030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7525032.500000 Penalty: 5405.581055
	Iteration 34Q: 3 clusters Score -7525032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7525032.500000 Penalty: 5405.581055
	Iteration 35F: 3 clusters Score -7525032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (179914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179914 members 
Entering Unmasked Estep 
Score: -24679594.000000 Penalty: 3000.858154
	Iteration 0F: 2 clusters Score -2.467959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90232 members 
Mstep: Class 2 contains 89682 members 
Entering Unmasked Estep 
Score: -24562534.000000 Penalty: 6001.716309
	Iteration 0F: 3 clusters Score -2.456253e+07 nChanged 86294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94308 members 
Mstep: Class 2 contains 85606 members 
Entering Unmasked Estep 
Score: -24612788.000000 Penalty: 6001.716309
	Iteration 1F: 3 clusters Score -2.461279e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96829 members 
Mstep: Class 2 contains 83085 members 
Entering Unmasked Estep 
Score: -24613820.000000 Penalty: 6001.716309
	Iteration 2Q: 3 clusters Score -2.461382e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100839 members 
Mstep: Class 2 contains 79075 members 
Entering Unmasked Estep 
Score: -24615426.000000 Penalty: 6001.716309
	Iteration 3Q: 3 clusters Score -2.461543e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106958 members 
Mstep: Class 2 contains 72956 members 
Entering Unmasked Estep 
Score: -24618122.000000 Penalty: 6001.716309
	Iteration 4Q: 3 clusters Score -2.461812e+07 nChanged 9863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116031 members 
Mstep: Class 2 contains 63883 members 
Entering Unmasked Estep 
Score: -24623624.000000 Penalty: 6001.716309
	Iteration 5F: 3 clusters Score -2.462362e+07 nChanged 13406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128595 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -24633302.000000 Penalty: 6001.716309
	Iteration 6F: 3 clusters Score -2.46333e+07 nChanged 15674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143365 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -24647218.000000 Penalty: 6001.716309
	Iteration 7F: 3 clusters Score -2.464722e+07 nChanged 14086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156599 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -24660632.000000 Penalty: 6001.716309
	Iteration 8F: 3 clusters Score -2.466063e+07 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165371 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -24669128.000000 Penalty: 6001.716309
	Iteration 9F: 3 clusters Score -2.466913e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169801 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -24673566.000000 Penalty: 6001.716309
	Iteration 10Q: 3 clusters Score -2.467357e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171742 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -24676072.000000 Penalty: 6001.716309
	Iteration 11Q: 3 clusters Score -2.467607e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172625 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -24677200.000000 Penalty: 6001.716309
	Iteration 12Q: 3 clusters Score -2.46772e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173152 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -24677696.000000 Penalty: 6001.716309
	Iteration 13Q: 3 clusters Score -2.46777e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173517 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -24677848.000000 Penalty: 6001.716309
	Iteration 14Q: 3 clusters Score -2.467785e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173822 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -24677956.000000 Penalty: 6001.716309
	Iteration 15Q: 3 clusters Score -2.467796e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174110 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -24678054.000000 Penalty: 6001.716309
	Iteration 16Q: 3 clusters Score -2.467805e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174347 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -24678132.000000 Penalty: 6001.716309
	Iteration 17Q: 3 clusters Score -2.467813e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174550 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -24678162.000000 Penalty: 6001.716309
	Iteration 18Q: 3 clusters Score -2.467816e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174719 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -24678186.000000 Penalty: 6001.716309
	Iteration 19Q: 3 clusters Score -2.467819e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174881 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -24678122.000000 Penalty: 6001.716309
	Iteration 20F: 3 clusters Score -2.467812e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175022 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -24678132.000000 Penalty: 6001.716309
	Iteration 21Q: 3 clusters Score -2.467813e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175136 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -24678156.000000 Penalty: 6001.716309
	Iteration 22Q: 3 clusters Score -2.467816e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175243 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -24678192.000000 Penalty: 6001.716309
	Iteration 23Q: 3 clusters Score -2.467819e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175362 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -24678100.000000 Penalty: 6001.716309
	Iteration 24Q: 3 clusters Score -2.46781e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175482 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -24678042.000000 Penalty: 6001.716309
	Iteration 25Q: 3 clusters Score -2.467804e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175595 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -24678086.000000 Penalty: 6001.716309
	Iteration 26Q: 3 clusters Score -2.467809e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175709 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -24678080.000000 Penalty: 6001.716309
	Iteration 27Q: 3 clusters Score -2.467808e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175818 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -24678032.000000 Penalty: 6001.716309
	Iteration 28Q: 3 clusters Score -2.467803e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175928 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -24678054.000000 Penalty: 6001.716309
	Iteration 29Q: 3 clusters Score -2.467805e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176010 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -24678054.000000 Penalty: 6001.716309
	Iteration 30Q: 3 clusters Score -2.467805e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176092 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -24678064.000000 Penalty: 6001.716309
	Iteration 31Q: 3 clusters Score -2.467806e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176164 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -24678076.000000 Penalty: 6001.716309
	Iteration 32Q: 3 clusters Score -2.467808e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176227 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -24678046.000000 Penalty: 6001.716309
	Iteration 33Q: 3 clusters Score -2.467805e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176292 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -24678054.000000 Penalty: 6001.716309
	Iteration 34Q: 3 clusters Score -2.467805e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176338 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -24678030.000000 Penalty: 6001.716309
	Iteration 35Q: 3 clusters Score -2.467803e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176376 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -24678008.000000 Penalty: 6001.716309
	Iteration 36Q: 3 clusters Score -2.467801e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176407 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -24678008.000000 Penalty: 6001.716309
	Iteration 37Q: 3 clusters Score -2.467801e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176431 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -24677998.000000 Penalty: 6001.716309
	Iteration 38Q: 3 clusters Score -2.4678e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176454 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -24677992.000000 Penalty: 6001.716309
	Iteration 39Q: 3 clusters Score -2.467799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176466 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -24677986.000000 Penalty: 6001.716309
	Iteration 40F: 3 clusters Score -2.467799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176480 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -24677976.000000 Penalty: 6001.716309
	Iteration 41Q: 3 clusters Score -2.467798e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176495 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -24677968.000000 Penalty: 6001.716309
	Iteration 42Q: 3 clusters Score -2.467797e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176510 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -24677940.000000 Penalty: 6001.716309
	Iteration 43Q: 3 clusters Score -2.467794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176518 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -24677948.000000 Penalty: 6001.716309
	Iteration 44Q: 3 clusters Score -2.467795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176524 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -24677942.000000 Penalty: 6001.716309
	Iteration 45Q: 3 clusters Score -2.467794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176530 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -24677946.000000 Penalty: 6001.716309
	Iteration 46Q: 3 clusters Score -2.467795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176535 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -24677936.000000 Penalty: 6001.716309
	Iteration 47Q: 3 clusters Score -2.467794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176540 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -24677946.000000 Penalty: 6001.716309
	Iteration 48Q: 3 clusters Score -2.467795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176545 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -24677940.000000 Penalty: 6001.716309
	Iteration 49Q: 3 clusters Score -2.467794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176548 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -24677926.000000 Penalty: 6001.716309
	Iteration 50Q: 3 clusters Score -2.467793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176550 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -24677918.000000 Penalty: 6001.716309
	Iteration 51Q: 3 clusters Score -2.467792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176554 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -24677924.000000 Penalty: 6001.716309
	Iteration 52Q: 3 clusters Score -2.467792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176560 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -24677924.000000 Penalty: 6001.716309
	Iteration 53Q: 3 clusters Score -2.467792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176561 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -24677932.000000 Penalty: 6001.716309
	Iteration 54Q: 3 clusters Score -2.467793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176562 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -24677930.000000 Penalty: 6001.716309
	Iteration 55Q: 3 clusters Score -2.467793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176567 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -24677928.000000 Penalty: 6001.716309
	Iteration 56Q: 3 clusters Score -2.467793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176574 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -24677952.000000 Penalty: 6001.716309
	Iteration 57Q: 3 clusters Score -2.467795e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176588 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -24677922.000000 Penalty: 6001.716309
	Iteration 58Q: 3 clusters Score -2.467792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176600 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -24677924.000000 Penalty: 6001.716309
	Iteration 59Q: 3 clusters Score -2.467792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176608 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -24677922.000000 Penalty: 6001.716309
	Iteration 60F: 3 clusters Score -2.467792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176620 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -24677912.000000 Penalty: 6001.716309
	Iteration 61Q: 3 clusters Score -2.467791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176629 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -24677940.000000 Penalty: 6001.716309
	Iteration 62Q: 3 clusters Score -2.467794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176642 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -24677944.000000 Penalty: 6001.716309
	Iteration 63Q: 3 clusters Score -2.467794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176654 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -24677952.000000 Penalty: 6001.716309
	Iteration 64Q: 3 clusters Score -2.467795e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176666 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -24677944.000000 Penalty: 6001.716309
	Iteration 65Q: 3 clusters Score -2.467794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176678 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -24677968.000000 Penalty: 6001.716309
	Iteration 66Q: 3 clusters Score -2.467797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176685 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -24677954.000000 Penalty: 6001.716309
	Iteration 67Q: 3 clusters Score -2.467795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176685 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -24677954.000000 Penalty: 6001.716309
	Iteration 68F: 3 clusters Score -2.467795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Entering Unmasked Estep 
Score: -123143.976562 Penalty: 1704.287720
	Iteration 0F: 2 clusters Score -123144 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 448 members 
Entering Unmasked Estep 
Score: -121258.906250 Penalty: 3408.575439
	Iteration 0F: 3 clusters Score -121258.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -121534.179688 Penalty: 3408.575439
	Iteration 1F: 3 clusters Score -121534.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -121606.875000 Penalty: 3408.575439
	Iteration 2F: 3 clusters Score -121606.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -121644.554688 Penalty: 3408.575439
	Iteration 3Q: 3 clusters Score -121644.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -121690.320312 Penalty: 3408.575439
	Iteration 4Q: 3 clusters Score -121690.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -121724.843750 Penalty: 3408.575439
	Iteration 5Q: 3 clusters Score -121724.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -121746.046875 Penalty: 3408.575439
	Iteration 6Q: 3 clusters Score -121746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -121754.007812 Penalty: 3408.575439
	Iteration 7Q: 3 clusters Score -121754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -121758.523438 Penalty: 3408.575439
	Iteration 8Q: 3 clusters Score -121758.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -121760.843750 Penalty: 3408.575439
	Iteration 9Q: 3 clusters Score -121760.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -121761.726562 Penalty: 3408.575439
	Iteration 10Q: 3 clusters Score -121761.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -121761.726562 Penalty: 3408.575439
	Iteration 11F: 3 clusters Score -121761.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (72555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72555 members 
Entering Unmasked Estep 
Score: -10018756.000000 Penalty: 2775.640869
	Iteration 0F: 2 clusters Score -1.001876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -9969775.000000 Penalty: 5551.281738
	Iteration 0F: 3 clusters Score -9969775 nChanged 34323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -9989178.000000 Penalty: 5551.281738
	Iteration 1F: 3 clusters Score -9989178 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -9989845.000000 Penalty: 5551.281738
	Iteration 2Q: 3 clusters Score -9989845 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -9990805.000000 Penalty: 5551.281738
	Iteration 3Q: 3 clusters Score -9990805 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -9992357.000000 Penalty: 5551.281738
	Iteration 4Q: 3 clusters Score -9992357 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -9995038.000000 Penalty: 5551.281738
	Iteration 5F: 3 clusters Score -9995038 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -9999365.000000 Penalty: 5551.281738
	Iteration 6F: 3 clusters Score -9999365 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61127 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -10005360.000000 Penalty: 5551.281738
	Iteration 7F: 3 clusters Score -1.000536e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66529 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -10010639.000000 Penalty: 5551.281738
	Iteration 8F: 3 clusters Score -1.001064e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69875 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -10014008.000000 Penalty: 5551.281738
	Iteration 9Q: 3 clusters Score -1.001401e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71300 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -10015392.000000 Penalty: 5551.281738
	Iteration 10Q: 3 clusters Score -1.001539e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71804 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -10015941.000000 Penalty: 5551.281738
	Iteration 11Q: 3 clusters Score -1.001594e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71957 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10016184.000000 Penalty: 5551.281738
	Iteration 12Q: 3 clusters Score -1.001618e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72001 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -10016269.000000 Penalty: 5551.281738
	Iteration 13Q: 3 clusters Score -1.001627e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72027 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10016334.000000 Penalty: 5551.281738
	Iteration 14Q: 3 clusters Score -1.001633e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72044 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10016361.000000 Penalty: 5551.281738
	Iteration 15Q: 3 clusters Score -1.001636e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72055 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -10016387.000000 Penalty: 5551.281738
	Iteration 16Q: 3 clusters Score -1.001639e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72066 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10016408.000000 Penalty: 5551.281738
	Iteration 17Q: 3 clusters Score -1.001641e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10016433.000000 Penalty: 5551.281738
	Iteration 18Q: 3 clusters Score -1.001643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72085 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -10016443.000000 Penalty: 5551.281738
	Iteration 19Q: 3 clusters Score -1.001644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72094 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -10016447.000000 Penalty: 5551.281738
	Iteration 20F: 3 clusters Score -1.001645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72092 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -10016459.000000 Penalty: 5551.281738
	Iteration 21Q: 3 clusters Score -1.001646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72095 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -10016469.000000 Penalty: 5551.281738
	Iteration 22Q: 3 clusters Score -1.001647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72097 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -10016474.000000 Penalty: 5551.281738
	Iteration 23Q: 3 clusters Score -1.001647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72099 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -10016474.000000 Penalty: 5551.281738
	Iteration 24Q: 3 clusters Score -1.001647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72098 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -10016476.000000 Penalty: 5551.281738
	Iteration 25Q: 3 clusters Score -1.001648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72101 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -10016485.000000 Penalty: 5551.281738
	Iteration 26Q: 3 clusters Score -1.001648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72102 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -10016483.000000 Penalty: 5551.281738
	Iteration 27Q: 3 clusters Score -1.001648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72100 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -10016486.000000 Penalty: 5551.281738
	Iteration 28Q: 3 clusters Score -1.001649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72101 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -10016488.000000 Penalty: 5551.281738
	Iteration 29Q: 3 clusters Score -1.001649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -10016490.000000 Penalty: 5551.281738
	Iteration 30Q: 3 clusters Score -1.001649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -10016490.000000 Penalty: 5551.281738
	Iteration 31F: 3 clusters Score -1.001649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 77930 members 
Mstep: Class 4 contains 4304 members 
Mstep: Class 8 contains 57034 members 
Mstep: Class 9 contains 14105 members 
Mstep: Class 10 contains 163461 members 
Mstep: Class 11 contains 18677 members 
Mstep: Class 12 contains 150674 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37874 members 
Mstep: Class 17 contains 24301 members 
Mstep: Class 18 contains 54087 members 
Mstep: Class 19 contains 179914 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105560.000000 Penalty: 54213.273438
Iteration 279Q: 17 clusters Score -1.161056e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 77824 members 
Mstep: Class 4 contains 4304 members 
Mstep: Class 8 contains 57042 members 
Mstep: Class 9 contains 14103 members 
Mstep: Class 10 contains 163506 members 
Mstep: Class 11 contains 18683 members 
Mstep: Class 12 contains 150649 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37897 members 
Mstep: Class 17 contains 24302 members 
Mstep: Class 18 contains 54082 members 
Mstep: Class 19 contains 179947 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105504.000000 Penalty: 54213.273438
Iteration 280F: 17 clusters Score -1.161055e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 77722 members 
Mstep: Class 4 contains 4304 members 
Mstep: Class 8 contains 57042 members 
Mstep: Class 9 contains 14102 members 
Mstep: Class 10 contains 163536 members 
Mstep: Class 11 contains 18691 members 
Mstep: Class 12 contains 150623 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37917 members 
Mstep: Class 17 contains 24312 members 
Mstep: Class 18 contains 54088 members 
Mstep: Class 19 contains 179989 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105464.000000 Penalty: 54213.273438
Iteration 281Q: 17 clusters Score -1.161055e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 77630 members 
Mstep: Class 4 contains 4305 members 
Mstep: Class 8 contains 57050 members 
Mstep: Class 9 contains 14098 members 
Mstep: Class 10 contains 163552 members 
Mstep: Class 11 contains 18703 members 
Mstep: Class 12 contains 150612 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37935 members 
Mstep: Class 17 contains 24322 members 
Mstep: Class 18 contains 54098 members 
Mstep: Class 19 contains 180001 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105408.000000 Penalty: 54213.273438
Iteration 282Q: 17 clusters Score -1.161054e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 77532 members 
Mstep: Class 4 contains 4306 members 
Mstep: Class 8 contains 57048 members 
Mstep: Class 9 contains 14099 members 
Mstep: Class 10 contains 163573 members 
Mstep: Class 11 contains 18707 members 
Mstep: Class 12 contains 150613 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37963 members 
Mstep: Class 17 contains 24329 members 
Mstep: Class 18 contains 54099 members 
Mstep: Class 19 contains 180006 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105248.000000 Penalty: 54213.273438
Iteration 283Q: 17 clusters Score -1.161052e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 77443 members 
Mstep: Class 4 contains 4306 members 
Mstep: Class 8 contains 57059 members 
Mstep: Class 9 contains 14103 members 
Mstep: Class 10 contains 163592 members 
Mstep: Class 11 contains 18717 members 
Mstep: Class 12 contains 150611 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37972 members 
Mstep: Class 17 contains 24330 members 
Mstep: Class 18 contains 54107 members 
Mstep: Class 19 contains 180005 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105256.000000 Penalty: 54213.273438
Iteration 284Q: 17 clusters Score -1.161053e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 77351 members 
Mstep: Class 4 contains 4306 members 
Mstep: Class 8 contains 57064 members 
Mstep: Class 9 contains 14100 members 
Mstep: Class 10 contains 163600 members 
Mstep: Class 11 contains 18721 members 
Mstep: Class 12 contains 150621 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37985 members 
Mstep: Class 17 contains 24337 members 
Mstep: Class 18 contains 54112 members 
Mstep: Class 19 contains 180015 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105176.000000 Penalty: 54213.273438
Iteration 285Q: 17 clusters Score -1.161052e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 77254 members 
Mstep: Class 4 contains 4306 members 
Mstep: Class 8 contains 57070 members 
Mstep: Class 9 contains 14102 members 
Mstep: Class 10 contains 163603 members 
Mstep: Class 11 contains 18726 members 
Mstep: Class 12 contains 150650 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37996 members 
Mstep: Class 17 contains 24342 members 
Mstep: Class 18 contains 54109 members 
Mstep: Class 19 contains 180029 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105400.000000 Penalty: 54213.273438
Iteration 286Q: 17 clusters Score -1.161054e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 77165 members 
Mstep: Class 4 contains 4308 members 
Mstep: Class 8 contains 57071 members 
Mstep: Class 9 contains 14101 members 
Mstep: Class 10 contains 163606 members 
Mstep: Class 11 contains 18732 members 
Mstep: Class 12 contains 150656 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38000 members 
Mstep: Class 17 contains 24341 members 
Mstep: Class 18 contains 54111 members 
Mstep: Class 19 contains 180067 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105392.000000 Penalty: 54213.273438
Iteration 287Q: 17 clusters Score -1.161054e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 77079 members 
Mstep: Class 4 contains 4309 members 
Mstep: Class 8 contains 57074 members 
Mstep: Class 9 contains 14101 members 
Mstep: Class 10 contains 163603 members 
Mstep: Class 11 contains 18736 members 
Mstep: Class 12 contains 150666 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38011 members 
Mstep: Class 17 contains 24344 members 
Mstep: Class 18 contains 54109 members 
Mstep: Class 19 contains 180101 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105136.000000 Penalty: 54213.273438
Iteration 288Q: 17 clusters Score -1.161051e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 76996 members 
Mstep: Class 4 contains 4309 members 
Mstep: Class 8 contains 57078 members 
Mstep: Class 9 contains 14098 members 
Mstep: Class 10 contains 163616 members 
Mstep: Class 11 contains 18733 members 
Mstep: Class 12 contains 150651 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38025 members 
Mstep: Class 17 contains 24346 members 
Mstep: Class 18 contains 54110 members 
Mstep: Class 19 contains 180140 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105216.000000 Penalty: 54213.273438
Iteration 289Q: 17 clusters Score -1.161052e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 76907 members 
Mstep: Class 4 contains 4310 members 
Mstep: Class 8 contains 57080 members 
Mstep: Class 9 contains 14090 members 
Mstep: Class 10 contains 163643 members 
Mstep: Class 11 contains 18731 members 
Mstep: Class 12 contains 150656 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38031 members 
Mstep: Class 17 contains 24348 members 
Mstep: Class 18 contains 54112 members 
Mstep: Class 19 contains 180179 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105056.000000 Penalty: 54213.273438
Iteration 290Q: 17 clusters Score -1.161051e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 76817 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 8 contains 57077 members 
Mstep: Class 9 contains 14084 members 
Mstep: Class 10 contains 163668 members 
Mstep: Class 11 contains 18724 members 
Mstep: Class 12 contains 150644 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38033 members 
Mstep: Class 17 contains 24353 members 
Mstep: Class 18 contains 54126 members 
Mstep: Class 19 contains 180232 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105016.000000 Penalty: 54213.273438
Iteration 291Q: 17 clusters Score -1.16105e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 76726 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 8 contains 57087 members 
Mstep: Class 9 contains 14079 members 
Mstep: Class 10 contains 163685 members 
Mstep: Class 11 contains 18720 members 
Mstep: Class 12 contains 150646 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38038 members 
Mstep: Class 17 contains 24349 members 
Mstep: Class 18 contains 54135 members 
Mstep: Class 19 contains 180267 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104952.000000 Penalty: 54213.273438
Iteration 292Q: 17 clusters Score -1.16105e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 76628 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 8 contains 57088 members 
Mstep: Class 9 contains 14078 members 
Mstep: Class 10 contains 163687 members 
Mstep: Class 11 contains 18716 members 
Mstep: Class 12 contains 150637 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38041 members 
Mstep: Class 17 contains 24355 members 
Mstep: Class 18 contains 54148 members 
Mstep: Class 19 contains 180333 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104928.000000 Penalty: 54213.273438
Iteration 293Q: 17 clusters Score -1.161049e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 76535 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 8 contains 57091 members 
Mstep: Class 9 contains 14080 members 
Mstep: Class 10 contains 163680 members 
Mstep: Class 11 contains 18722 members 
Mstep: Class 12 contains 150635 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38047 members 
Mstep: Class 17 contains 24357 members 
Mstep: Class 18 contains 54156 members 
Mstep: Class 19 contains 180382 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105008.000000 Penalty: 54213.273438
Iteration 294Q: 17 clusters Score -1.16105e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 76468 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 8 contains 57095 members 
Mstep: Class 9 contains 14073 members 
Mstep: Class 10 contains 163665 members 
Mstep: Class 11 contains 18723 members 
Mstep: Class 12 contains 150630 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38048 members 
Mstep: Class 17 contains 24362 members 
Mstep: Class 18 contains 54170 members 
Mstep: Class 19 contains 180429 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105264.000000 Penalty: 54213.273438
Iteration 295Q: 17 clusters Score -1.161053e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 76380 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 8 contains 57103 members 
Mstep: Class 9 contains 14070 members 
Mstep: Class 10 contains 163667 members 
Mstep: Class 11 contains 18722 members 
Mstep: Class 12 contains 150617 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38055 members 
Mstep: Class 17 contains 24368 members 
Mstep: Class 18 contains 54173 members 
Mstep: Class 19 contains 180477 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116105160.000000 Penalty: 54213.273438
Iteration 296Q: 17 clusters Score -1.161052e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 76293 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 8 contains 57104 members 
Mstep: Class 9 contains 14074 members 
Mstep: Class 10 contains 163665 members 
Mstep: Class 11 contains 18721 members 
Mstep: Class 12 contains 150607 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38072 members 
Mstep: Class 17 contains 24377 members 
Mstep: Class 18 contains 54174 members 
Mstep: Class 19 contains 180527 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 72992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104984.000000 Penalty: 54213.273438
Iteration 297Q: 17 clusters Score -1.16105e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 76192 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 8 contains 57103 members 
Mstep: Class 9 contains 14075 members 
Mstep: Class 10 contains 163669 members 
Mstep: Class 11 contains 18728 members 
Mstep: Class 12 contains 150633 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38082 members 
Mstep: Class 17 contains 24378 members 
Mstep: Class 18 contains 54174 members 
Mstep: Class 19 contains 180553 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104920.000000 Penalty: 54213.273438
Iteration 298Q: 17 clusters Score -1.161049e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 76082 members 
Mstep: Class 4 contains 4312 members 
Mstep: Class 8 contains 57103 members 
Mstep: Class 9 contains 14078 members 
Mstep: Class 10 contains 163651 members 
Mstep: Class 11 contains 18733 members 
Mstep: Class 12 contains 150632 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38087 members 
Mstep: Class 17 contains 24380 members 
Mstep: Class 18 contains 54180 members 
Mstep: Class 19 contains 180625 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104688.000000 Penalty: 54213.273438
Iteration 299Q: 17 clusters Score -1.161047e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 75984 members 
Mstep: Class 4 contains 4313 members 
Mstep: Class 8 contains 57094 members 
Mstep: Class 9 contains 14080 members 
Mstep: Class 10 contains 163635 members 
Mstep: Class 11 contains 18744 members 
Mstep: Class 12 contains 150644 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38092 members 
Mstep: Class 17 contains 24383 members 
Mstep: Class 18 contains 54173 members 
Mstep: Class 19 contains 180666 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104528.000000 Penalty: 54213.273438
Iteration 300F: 17 clusters Score -1.161045e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 75892 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 8 contains 57094 members 
Mstep: Class 9 contains 14079 members 
Mstep: Class 10 contains 163627 members 
Mstep: Class 11 contains 18754 members 
Mstep: Class 12 contains 150640 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38106 members 
Mstep: Class 17 contains 24388 members 
Mstep: Class 18 contains 54175 members 
Mstep: Class 19 contains 180691 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104456.000000 Penalty: 54213.273438
Iteration 301Q: 17 clusters Score -1.161045e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 75804 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 8 contains 57082 members 
Mstep: Class 9 contains 14070 members 
Mstep: Class 10 contains 163623 members 
Mstep: Class 11 contains 18756 members 
Mstep: Class 12 contains 150648 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38110 members 
Mstep: Class 17 contains 24387 members 
Mstep: Class 18 contains 54172 members 
Mstep: Class 19 contains 180747 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104504.000000 Penalty: 54213.273438
Iteration 302Q: 17 clusters Score -1.161045e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 75707 members 
Mstep: Class 4 contains 4318 members 
Mstep: Class 8 contains 57077 members 
Mstep: Class 9 contains 14068 members 
Mstep: Class 10 contains 163628 members 
Mstep: Class 11 contains 18758 members 
Mstep: Class 12 contains 150666 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38105 members 
Mstep: Class 17 contains 24383 members 
Mstep: Class 18 contains 54163 members 
Mstep: Class 19 contains 180799 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104608.000000 Penalty: 54213.273438
Iteration 303Q: 17 clusters Score -1.161046e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 75616 members 
Mstep: Class 4 contains 4318 members 
Mstep: Class 8 contains 57073 members 
Mstep: Class 9 contains 14063 members 
Mstep: Class 10 contains 163632 members 
Mstep: Class 11 contains 18756 members 
Mstep: Class 12 contains 150668 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38103 members 
Mstep: Class 17 contains 24376 members 
Mstep: Class 18 contains 54166 members 
Mstep: Class 19 contains 180866 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104664.000000 Penalty: 54213.273438
Iteration 304Q: 17 clusters Score -1.161047e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 75538 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 8 contains 57069 members 
Mstep: Class 9 contains 14059 members 
Mstep: Class 10 contains 163625 members 
Mstep: Class 11 contains 18755 members 
Mstep: Class 12 contains 150644 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38114 members 
Mstep: Class 17 contains 24374 members 
Mstep: Class 18 contains 54177 members 
Mstep: Class 19 contains 180930 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104752.000000 Penalty: 54213.273438
Iteration 305Q: 17 clusters Score -1.161048e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 75478 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 8 contains 57078 members 
Mstep: Class 9 contains 14055 members 
Mstep: Class 10 contains 163616 members 
Mstep: Class 11 contains 18762 members 
Mstep: Class 12 contains 150638 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38121 members 
Mstep: Class 17 contains 24367 members 
Mstep: Class 18 contains 54185 members 
Mstep: Class 19 contains 180953 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104720.000000 Penalty: 54213.273438
Iteration 306Q: 17 clusters Score -1.161047e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 75418 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 8 contains 57089 members 
Mstep: Class 9 contains 14050 members 
Mstep: Class 10 contains 163586 members 
Mstep: Class 11 contains 18765 members 
Mstep: Class 12 contains 150648 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38125 members 
Mstep: Class 17 contains 24375 members 
Mstep: Class 18 contains 54186 members 
Mstep: Class 19 contains 180985 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104776.000000 Penalty: 54213.273438
Iteration 307Q: 17 clusters Score -1.161048e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 75353 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 8 contains 57085 members 
Mstep: Class 9 contains 14046 members 
Mstep: Class 10 contains 163532 members 
Mstep: Class 11 contains 18777 members 
Mstep: Class 12 contains 150672 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38131 members 
Mstep: Class 17 contains 24378 members 
Mstep: Class 18 contains 54199 members 
Mstep: Class 19 contains 181017 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104920.000000 Penalty: 54213.273438
Iteration 308Q: 17 clusters Score -1.161049e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 75292 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 8 contains 57075 members 
Mstep: Class 9 contains 14039 members 
Mstep: Class 10 contains 163496 members 
Mstep: Class 11 contains 18782 members 
Mstep: Class 12 contains 150664 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38129 members 
Mstep: Class 17 contains 24386 members 
Mstep: Class 18 contains 54212 members 
Mstep: Class 19 contains 181070 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104920.000000 Penalty: 54213.273438
Iteration 309Q: 17 clusters Score -1.161049e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 75232 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 8 contains 57066 members 
Mstep: Class 9 contains 14032 members 
Mstep: Class 10 contains 163467 members 
Mstep: Class 11 contains 18788 members 
Mstep: Class 12 contains 150664 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38129 members 
Mstep: Class 17 contains 24390 members 
Mstep: Class 18 contains 54221 members 
Mstep: Class 19 contains 181122 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104752.000000 Penalty: 54213.273438
Iteration 310Q: 17 clusters Score -1.161048e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 75173 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 8 contains 57045 members 
Mstep: Class 9 contains 14025 members 
Mstep: Class 10 contains 163456 members 
Mstep: Class 11 contains 18792 members 
Mstep: Class 12 contains 150685 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38129 members 
Mstep: Class 17 contains 24393 members 
Mstep: Class 18 contains 54230 members 
Mstep: Class 19 contains 181159 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104696.000000 Penalty: 54213.273438
Iteration 311Q: 17 clusters Score -1.161047e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 75110 members 
Mstep: Class 4 contains 4321 members 
Mstep: Class 8 contains 57030 members 
Mstep: Class 9 contains 14014 members 
Mstep: Class 10 contains 163439 members 
Mstep: Class 11 contains 18788 members 
Mstep: Class 12 contains 150732 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38130 members 
Mstep: Class 17 contains 24386 members 
Mstep: Class 18 contains 54237 members 
Mstep: Class 19 contains 181185 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104680.000000 Penalty: 54213.273438
Iteration 312Q: 17 clusters Score -1.161047e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 75046 members 
Mstep: Class 4 contains 4321 members 
Mstep: Class 8 contains 57024 members 
Mstep: Class 9 contains 14004 members 
Mstep: Class 10 contains 163434 members 
Mstep: Class 11 contains 18789 members 
Mstep: Class 12 contains 150771 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38127 members 
Mstep: Class 17 contains 24389 members 
Mstep: Class 18 contains 54246 members 
Mstep: Class 19 contains 181190 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104720.000000 Penalty: 54213.273438
Iteration 313Q: 17 clusters Score -1.161047e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 74970 members 
Mstep: Class 4 contains 4321 members 
Mstep: Class 8 contains 57020 members 
Mstep: Class 9 contains 13999 members 
Mstep: Class 10 contains 163407 members 
Mstep: Class 11 contains 18792 members 
Mstep: Class 12 contains 150802 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38129 members 
Mstep: Class 17 contains 24392 members 
Mstep: Class 18 contains 54251 members 
Mstep: Class 19 contains 181231 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104672.000000 Penalty: 54213.273438
Iteration 314Q: 17 clusters Score -1.161047e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 74899 members 
Mstep: Class 4 contains 4322 members 
Mstep: Class 8 contains 57012 members 
Mstep: Class 9 contains 13999 members 
Mstep: Class 10 contains 163377 members 
Mstep: Class 11 contains 18792 members 
Mstep: Class 12 contains 150827 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38132 members 
Mstep: Class 17 contains 24400 members 
Mstep: Class 18 contains 54255 members 
Mstep: Class 19 contains 181260 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104656.000000 Penalty: 54213.273438
Iteration 315Q: 17 clusters Score -1.161047e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 74821 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 8 contains 57010 members 
Mstep: Class 9 contains 14001 members 
Mstep: Class 10 contains 163341 members 
Mstep: Class 11 contains 18793 members 
Mstep: Class 12 contains 150846 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38131 members 
Mstep: Class 17 contains 24405 members 
Mstep: Class 18 contains 54264 members 
Mstep: Class 19 contains 181293 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104704.000000 Penalty: 54213.273438
Iteration 316Q: 17 clusters Score -1.161047e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 74737 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 8 contains 57004 members 
Mstep: Class 9 contains 14002 members 
Mstep: Class 10 contains 163328 members 
Mstep: Class 11 contains 18799 members 
Mstep: Class 12 contains 150868 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38119 members 
Mstep: Class 17 contains 24413 members 
Mstep: Class 18 contains 54274 members 
Mstep: Class 19 contains 181328 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104664.000000 Penalty: 54213.273438
Iteration 317Q: 17 clusters Score -1.161047e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 74653 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 8 contains 57015 members 
Mstep: Class 9 contains 14005 members 
Mstep: Class 10 contains 163313 members 
Mstep: Class 11 contains 18805 members 
Mstep: Class 12 contains 150876 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38114 members 
Mstep: Class 17 contains 24418 members 
Mstep: Class 18 contains 54281 members 
Mstep: Class 19 contains 181338 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104736.000000 Penalty: 54213.273438
Iteration 318Q: 17 clusters Score -1.161047e+08 nChanged 402
Entering ConstructFrom: 
Score: -116104736.000000 Penalty: 54213.273438
Entering ConstructFrom: 
Trying to split cluster 1 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -159221.328125 Penalty: 1762.234985
	Iteration 0F: 2 clusters Score -159221.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -157141.375000 Penalty: 3524.469971
	Iteration 0F: 3 clusters Score -157141.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -157441.437500 Penalty: 3524.469971
	Iteration 1F: 3 clusters Score -157441.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -157534.593750 Penalty: 3524.469971
	Iteration 2F: 3 clusters Score -157534.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -157585.515625 Penalty: 3524.469971
	Iteration 3Q: 3 clusters Score -157585.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -157628.250000 Penalty: 3524.469971
	Iteration 4Q: 3 clusters Score -157628.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -157653.578125 Penalty: 3524.469971
	Iteration 5Q: 3 clusters Score -157653.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -157679.031250 Penalty: 3524.469971
	Iteration 6Q: 3 clusters Score -157679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -157710.125000 Penalty: 3524.469971
	Iteration 7Q: 3 clusters Score -157710.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -157730.796875 Penalty: 3524.469971
	Iteration 8Q: 3 clusters Score -157730.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -157752.218750 Penalty: 3524.469971
	Iteration 9Q: 3 clusters Score -157752.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -157766.562500 Penalty: 3524.469971
	Iteration 10Q: 3 clusters Score -157766.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -157781.484375 Penalty: 3524.469971
	Iteration 11Q: 3 clusters Score -157781.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -157800.812500 Penalty: 3524.469971
	Iteration 12Q: 3 clusters Score -157800.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -157829.906250 Penalty: 3524.469971
	Iteration 13Q: 3 clusters Score -157829.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -157857.078125 Penalty: 3524.469971
	Iteration 14Q: 3 clusters Score -157857.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -157885.359375 Penalty: 3524.469971
	Iteration 15Q: 3 clusters Score -157885.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -157904.734375 Penalty: 3524.469971
	Iteration 16Q: 3 clusters Score -157904.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -157922.453125 Penalty: 3524.469971
	Iteration 17Q: 3 clusters Score -157922.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -157962.640625 Penalty: 3524.469971
	Iteration 18Q: 3 clusters Score -157962.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -158005.046875 Penalty: 3524.469971
	Iteration 19Q: 3 clusters Score -158005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -158038.109375 Penalty: 3524.469971
	Iteration 20F: 3 clusters Score -158038.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -158063.734375 Penalty: 3524.469971
	Iteration 21Q: 3 clusters Score -158063.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -158084.359375 Penalty: 3524.469971
	Iteration 22Q: 3 clusters Score -158084.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -158110.968750 Penalty: 3524.469971
	Iteration 23Q: 3 clusters Score -158111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -158139.609375 Penalty: 3524.469971
	Iteration 24Q: 3 clusters Score -158139.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -158159.062500 Penalty: 3524.469971
	Iteration 25Q: 3 clusters Score -158159.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -158163.859375 Penalty: 3524.469971
	Iteration 26Q: 3 clusters Score -158163.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -158167.187500 Penalty: 3524.469971
	Iteration 27Q: 3 clusters Score -158167.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -158167.937500 Penalty: 3524.469971
	Iteration 28Q: 3 clusters Score -158167.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -158167.937500 Penalty: 3524.469971
	Iteration 29F: 3 clusters Score -158167.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (74581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74581 members 
Entering Unmasked Estep 
Score: -10327030.000000 Penalty: 2782.470947
	Iteration 0F: 2 clusters Score -1.032703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -10277433.000000 Penalty: 5564.941895
	Iteration 0F: 3 clusters Score -1.027743e+07 nChanged 34729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -10296861.000000 Penalty: 5564.941895
	Iteration 1F: 3 clusters Score -1.029686e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -10297905.000000 Penalty: 5564.941895
	Iteration 2Q: 3 clusters Score -1.02979e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -10299404.000000 Penalty: 5564.941895
	Iteration 3Q: 3 clusters Score -1.02994e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -10301661.000000 Penalty: 5564.941895
	Iteration 4F: 3 clusters Score -1.030166e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -10305363.000000 Penalty: 5564.941895
	Iteration 5F: 3 clusters Score -1.030536e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -10310415.000000 Penalty: 5564.941895
	Iteration 6F: 3 clusters Score -1.031042e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -10315475.000000 Penalty: 5564.941895
	Iteration 7F: 3 clusters Score -1.031548e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54899 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -10318321.000000 Penalty: 5564.941895
	Iteration 8F: 3 clusters Score -1.031832e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56341 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -10319372.000000 Penalty: 5564.941895
	Iteration 9Q: 3 clusters Score -1.031937e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57484 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -10319994.000000 Penalty: 5564.941895
	Iteration 10Q: 3 clusters Score -1.031999e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58485 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -10320328.000000 Penalty: 5564.941895
	Iteration 11Q: 3 clusters Score -1.032033e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -10320699.000000 Penalty: 5564.941895
	Iteration 12Q: 3 clusters Score -1.03207e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60401 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -10320997.000000 Penalty: 5564.941895
	Iteration 13Q: 3 clusters Score -1.0321e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61362 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -10321348.000000 Penalty: 5564.941895
	Iteration 14Q: 3 clusters Score -1.032135e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62257 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -10321642.000000 Penalty: 5564.941895
	Iteration 15Q: 3 clusters Score -1.032164e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63161 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -10322017.000000 Penalty: 5564.941895
	Iteration 16Q: 3 clusters Score -1.032202e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64036 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -10322293.000000 Penalty: 5564.941895
	Iteration 17Q: 3 clusters Score -1.032229e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64838 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -10322588.000000 Penalty: 5564.941895
	Iteration 18Q: 3 clusters Score -1.032259e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65592 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -10322878.000000 Penalty: 5564.941895
	Iteration 19Q: 3 clusters Score -1.032288e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66302 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -10323056.000000 Penalty: 5564.941895
	Iteration 20F: 3 clusters Score -1.032306e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66972 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -10323292.000000 Penalty: 5564.941895
	Iteration 21Q: 3 clusters Score -1.032329e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67625 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -10323524.000000 Penalty: 5564.941895
	Iteration 22Q: 3 clusters Score -1.032352e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68239 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -10323715.000000 Penalty: 5564.941895
	Iteration 23Q: 3 clusters Score -1.032372e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68798 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -10323905.000000 Penalty: 5564.941895
	Iteration 24Q: 3 clusters Score -1.03239e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69295 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -10324020.000000 Penalty: 5564.941895
	Iteration 25Q: 3 clusters Score -1.032402e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69713 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -10324143.000000 Penalty: 5564.941895
	Iteration 26Q: 3 clusters Score -1.032414e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70080 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -10324288.000000 Penalty: 5564.941895
	Iteration 27Q: 3 clusters Score -1.032429e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70388 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -10324401.000000 Penalty: 5564.941895
	Iteration 28Q: 3 clusters Score -1.03244e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70654 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -10324490.000000 Penalty: 5564.941895
	Iteration 29Q: 3 clusters Score -1.032449e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70870 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -10324550.000000 Penalty: 5564.941895
	Iteration 30Q: 3 clusters Score -1.032455e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71074 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -10324608.000000 Penalty: 5564.941895
	Iteration 31Q: 3 clusters Score -1.032461e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71232 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -10324628.000000 Penalty: 5564.941895
	Iteration 32Q: 3 clusters Score -1.032463e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71375 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -10324651.000000 Penalty: 5564.941895
	Iteration 33Q: 3 clusters Score -1.032465e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71494 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -10324671.000000 Penalty: 5564.941895
	Iteration 34Q: 3 clusters Score -1.032467e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71596 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -10324702.000000 Penalty: 5564.941895
	Iteration 35Q: 3 clusters Score -1.03247e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -10324717.000000 Penalty: 5564.941895
	Iteration 36Q: 3 clusters Score -1.032472e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71800 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -10324746.000000 Penalty: 5564.941895
	Iteration 37Q: 3 clusters Score -1.032475e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71905 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -10324791.000000 Penalty: 5564.941895
	Iteration 38Q: 3 clusters Score -1.032479e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72019 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -10324827.000000 Penalty: 5564.941895
	Iteration 39Q: 3 clusters Score -1.032483e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72115 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -10324862.000000 Penalty: 5564.941895
	Iteration 40F: 3 clusters Score -1.032486e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72206 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -10324902.000000 Penalty: 5564.941895
	Iteration 41Q: 3 clusters Score -1.03249e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72276 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -10324904.000000 Penalty: 5564.941895
	Iteration 42Q: 3 clusters Score -1.03249e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -10324928.000000 Penalty: 5564.941895
	Iteration 43Q: 3 clusters Score -1.032493e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72415 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -10324965.000000 Penalty: 5564.941895
	Iteration 44Q: 3 clusters Score -1.032496e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72478 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -10324963.000000 Penalty: 5564.941895
	Iteration 45Q: 3 clusters Score -1.032496e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72536 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -10324989.000000 Penalty: 5564.941895
	Iteration 46Q: 3 clusters Score -1.032499e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72588 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -10324975.000000 Penalty: 5564.941895
	Iteration 47Q: 3 clusters Score -1.032498e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72629 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -10324974.000000 Penalty: 5564.941895
	Iteration 48Q: 3 clusters Score -1.032497e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -10324979.000000 Penalty: 5564.941895
	Iteration 49Q: 3 clusters Score -1.032498e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -10324988.000000 Penalty: 5564.941895
	Iteration 50Q: 3 clusters Score -1.032499e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72700 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -10324992.000000 Penalty: 5564.941895
	Iteration 51Q: 3 clusters Score -1.032499e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72713 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -10325002.000000 Penalty: 5564.941895
	Iteration 52Q: 3 clusters Score -1.0325e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72723 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -10325016.000000 Penalty: 5564.941895
	Iteration 53Q: 3 clusters Score -1.032502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72732 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -10325015.000000 Penalty: 5564.941895
	Iteration 54Q: 3 clusters Score -1.032502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72741 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -10325026.000000 Penalty: 5564.941895
	Iteration 55Q: 3 clusters Score -1.032503e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72752 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -10325030.000000 Penalty: 5564.941895
	Iteration 56Q: 3 clusters Score -1.032503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72763 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -10325010.000000 Penalty: 5564.941895
	Iteration 57Q: 3 clusters Score -1.032501e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72778 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -10325019.000000 Penalty: 5564.941895
	Iteration 58Q: 3 clusters Score -1.032502e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72791 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -10325026.000000 Penalty: 5564.941895
	Iteration 59Q: 3 clusters Score -1.032503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72799 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -10325033.000000 Penalty: 5564.941895
	Iteration 60F: 3 clusters Score -1.032503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72809 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -10325033.000000 Penalty: 5564.941895
	Iteration 61Q: 3 clusters Score -1.032503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72817 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -10325039.000000 Penalty: 5564.941895
	Iteration 62Q: 3 clusters Score -1.032504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72828 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -10325037.000000 Penalty: 5564.941895
	Iteration 63Q: 3 clusters Score -1.032504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72841 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -10325044.000000 Penalty: 5564.941895
	Iteration 64Q: 3 clusters Score -1.032504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72853 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -10325047.000000 Penalty: 5564.941895
	Iteration 65Q: 3 clusters Score -1.032505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72864 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -10325043.000000 Penalty: 5564.941895
	Iteration 66Q: 3 clusters Score -1.032504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72877 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -10325056.000000 Penalty: 5564.941895
	Iteration 67Q: 3 clusters Score -1.032506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72888 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -10325051.000000 Penalty: 5564.941895
	Iteration 68Q: 3 clusters Score -1.032505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -10325063.000000 Penalty: 5564.941895
	Iteration 69Q: 3 clusters Score -1.032506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72907 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -10325064.000000 Penalty: 5564.941895
	Iteration 70Q: 3 clusters Score -1.032506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72915 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -10325080.000000 Penalty: 5564.941895
	Iteration 71Q: 3 clusters Score -1.032508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72918 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -10325074.000000 Penalty: 5564.941895
	Iteration 72Q: 3 clusters Score -1.032507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72924 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -10325086.000000 Penalty: 5564.941895
	Iteration 73Q: 3 clusters Score -1.032509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72933 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -10325098.000000 Penalty: 5564.941895
	Iteration 74Q: 3 clusters Score -1.03251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72942 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -10325092.000000 Penalty: 5564.941895
	Iteration 75Q: 3 clusters Score -1.032509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72948 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -10325095.000000 Penalty: 5564.941895
	Iteration 76Q: 3 clusters Score -1.03251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72954 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -10325090.000000 Penalty: 5564.941895
	Iteration 77Q: 3 clusters Score -1.032509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72964 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -10325083.000000 Penalty: 5564.941895
	Iteration 78Q: 3 clusters Score -1.032508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72969 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -10325084.000000 Penalty: 5564.941895
	Iteration 79Q: 3 clusters Score -1.032508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72974 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -10325085.000000 Penalty: 5564.941895
	Iteration 80F: 3 clusters Score -1.032508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72977 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -10325085.000000 Penalty: 5564.941895
	Iteration 81Q: 3 clusters Score -1.032508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72978 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -10325087.000000 Penalty: 5564.941895
	Iteration 82Q: 3 clusters Score -1.032509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72980 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -10325086.000000 Penalty: 5564.941895
	Iteration 83Q: 3 clusters Score -1.032509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72985 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -10325089.000000 Penalty: 5564.941895
	Iteration 84Q: 3 clusters Score -1.032509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72990 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -10325096.000000 Penalty: 5564.941895
	Iteration 85Q: 3 clusters Score -1.03251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72993 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -10325102.000000 Penalty: 5564.941895
	Iteration 86Q: 3 clusters Score -1.03251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72997 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -10325092.000000 Penalty: 5564.941895
	Iteration 87Q: 3 clusters Score -1.032509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73001 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -10325098.000000 Penalty: 5564.941895
	Iteration 88Q: 3 clusters Score -1.03251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73003 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -10325100.000000 Penalty: 5564.941895
	Iteration 89Q: 3 clusters Score -1.03251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73003 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -10325100.000000 Penalty: 5564.941895
	Iteration 90F: 3 clusters Score -1.03251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Entering Unmasked Estep 
Score: -569322.000000 Penalty: 2076.182861
	Iteration 0F: 2 clusters Score -569322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -565262.375000 Penalty: 4152.365723
	Iteration 0F: 3 clusters Score -565262.4 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -566211.812500 Penalty: 4152.365723
	Iteration 1F: 3 clusters Score -566211.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -566415.500000 Penalty: 4152.365723
	Iteration 2F: 3 clusters Score -566415.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -566565.875000 Penalty: 4152.365723
	Iteration 3F: 3 clusters Score -566565.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -566698.000000 Penalty: 4152.365723
	Iteration 4Q: 3 clusters Score -566698 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -566827.812500 Penalty: 4152.365723
	Iteration 5Q: 3 clusters Score -566827.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -566970.750000 Penalty: 4152.365723
	Iteration 6Q: 3 clusters Score -566970.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -567117.000000 Penalty: 4152.365723
	Iteration 7Q: 3 clusters Score -567117 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -567260.375000 Penalty: 4152.365723
	Iteration 8Q: 3 clusters Score -567260.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -567397.562500 Penalty: 4152.365723
	Iteration 9Q: 3 clusters Score -567397.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -567509.562500 Penalty: 4152.365723
	Iteration 10Q: 3 clusters Score -567509.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -567595.375000 Penalty: 4152.365723
	Iteration 11Q: 3 clusters Score -567595.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -567683.125000 Penalty: 4152.365723
	Iteration 12Q: 3 clusters Score -567683.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -567743.312500 Penalty: 4152.365723
	Iteration 13Q: 3 clusters Score -567743.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -567782.062500 Penalty: 4152.365723
	Iteration 14Q: 3 clusters Score -567782.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -567820.187500 Penalty: 4152.365723
	Iteration 15Q: 3 clusters Score -567820.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -567848.875000 Penalty: 4152.365723
	Iteration 16Q: 3 clusters Score -567848.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -567871.000000 Penalty: 4152.365723
	Iteration 17Q: 3 clusters Score -567871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -567887.812500 Penalty: 4152.365723
	Iteration 18Q: 3 clusters Score -567887.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -567899.125000 Penalty: 4152.365723
	Iteration 19Q: 3 clusters Score -567899.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -567913.062500 Penalty: 4152.365723
	Iteration 20F: 3 clusters Score -567913.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -567928.812500 Penalty: 4152.365723
	Iteration 21Q: 3 clusters Score -567928.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -567939.500000 Penalty: 4152.365723
	Iteration 22Q: 3 clusters Score -567939.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -567945.437500 Penalty: 4152.365723
	Iteration 23Q: 3 clusters Score -567945.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -567950.562500 Penalty: 4152.365723
	Iteration 24Q: 3 clusters Score -567950.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -567957.375000 Penalty: 4152.365723
	Iteration 25Q: 3 clusters Score -567957.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -567960.312500 Penalty: 4152.365723
	Iteration 26Q: 3 clusters Score -567960.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -567963.750000 Penalty: 4152.365723
	Iteration 27Q: 3 clusters Score -567963.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -567964.750000 Penalty: 4152.365723
	Iteration 28Q: 3 clusters Score -567964.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -567964.750000 Penalty: 4152.365723
	Iteration 29F: 3 clusters Score -567964.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (57029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57029 members 
Entering Unmasked Estep 
Score: -7666925.000000 Penalty: 2715.926025
	Iteration 0F: 2 clusters Score -7666925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -7628531.500000 Penalty: 5431.852051
	Iteration 0F: 3 clusters Score -7628532 nChanged 26536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -7643336.500000 Penalty: 5431.852051
	Iteration 1F: 3 clusters Score -7643336 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -7643802.000000 Penalty: 5431.852051
	Iteration 2Q: 3 clusters Score -7643802 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -7644222.000000 Penalty: 5431.852051
	Iteration 3Q: 3 clusters Score -7644222 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -7644566.000000 Penalty: 5431.852051
	Iteration 4Q: 3 clusters Score -7644566 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -7645015.000000 Penalty: 5431.852051
	Iteration 5Q: 3 clusters Score -7645015 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -7645506.500000 Penalty: 5431.852051
	Iteration 6Q: 3 clusters Score -7645506 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -7646204.500000 Penalty: 5431.852051
	Iteration 7Q: 3 clusters Score -7646204 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -7647235.500000 Penalty: 5431.852051
	Iteration 8Q: 3 clusters Score -7647236 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -7648913.500000 Penalty: 5431.852051
	Iteration 9F: 3 clusters Score -7648914 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -7651705.000000 Penalty: 5431.852051
	Iteration 10F: 3 clusters Score -7651705 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -7655380.000000 Penalty: 5431.852051
	Iteration 11F: 3 clusters Score -7655380 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 51169 members 
Entering Unmasked Estep 
Score: -7659310.000000 Penalty: 5431.852051
	Iteration 12F: 3 clusters Score -7659310 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -7662218.000000 Penalty: 5431.852051
	Iteration 13F: 3 clusters Score -7662218 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 55700 members 
Entering Unmasked Estep 
Score: -7663720.500000 Penalty: 5431.852051
	Iteration 14Q: 3 clusters Score -7663720 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -7664267.000000 Penalty: 5431.852051
	Iteration 15Q: 3 clusters Score -7664267 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 56553 members 
Entering Unmasked Estep 
Score: -7664461.500000 Penalty: 5431.852051
	Iteration 16Q: 3 clusters Score -7664462 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -7664543.500000 Penalty: 5431.852051
	Iteration 17Q: 3 clusters Score -7664544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 56682 members 
Entering Unmasked Estep 
Score: -7664610.500000 Penalty: 5431.852051
	Iteration 18Q: 3 clusters Score -7664610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -7664630.000000 Penalty: 5431.852051
	Iteration 19Q: 3 clusters Score -7664630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -7664645.000000 Penalty: 5431.852051
	Iteration 20F: 3 clusters Score -7664645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -7664645.500000 Penalty: 5431.852051
	Iteration 21Q: 3 clusters Score -7664646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -7664661.500000 Penalty: 5431.852051
	Iteration 22Q: 3 clusters Score -7664662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 56712 members 
Entering Unmasked Estep 
Score: -7664663.500000 Penalty: 5431.852051
	Iteration 23Q: 3 clusters Score -7664664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 56718 members 
Entering Unmasked Estep 
Score: -7664680.000000 Penalty: 5431.852051
	Iteration 24Q: 3 clusters Score -7664680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 56721 members 
Entering Unmasked Estep 
Score: -7664675.000000 Penalty: 5431.852051
	Iteration 25Q: 3 clusters Score -7664675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 56721 members 
Entering Unmasked Estep 
Score: -7664676.000000 Penalty: 5431.852051
	Iteration 26Q: 3 clusters Score -7664676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 56722 members 
Entering Unmasked Estep 
Score: -7664677.000000 Penalty: 5431.852051
	Iteration 27Q: 3 clusters Score -7664677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -7664679.000000 Penalty: 5431.852051
	Iteration 28Q: 3 clusters Score -7664679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -7664679.000000 Penalty: 5431.852051
	Iteration 29F: 3 clusters Score -7664679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Entering Unmasked Estep 
Score: -1837915.375000 Penalty: 2367.662598
	Iteration 0F: 2 clusters Score -1837915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1827759.375000 Penalty: 4735.325195
	Iteration 0F: 3 clusters Score -1827759 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1830782.375000 Penalty: 4735.325195
	Iteration 1F: 3 clusters Score -1830782 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1831095.875000 Penalty: 4735.325195
	Iteration 2F: 3 clusters Score -1831096 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1831350.500000 Penalty: 4735.325195
	Iteration 3Q: 3 clusters Score -1831350 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1831550.000000 Penalty: 4735.325195
	Iteration 4Q: 3 clusters Score -1831550 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1831703.250000 Penalty: 4735.325195
	Iteration 5Q: 3 clusters Score -1831703 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1831846.125000 Penalty: 4735.325195
	Iteration 6Q: 3 clusters Score -1831846 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1832014.000000 Penalty: 4735.325195
	Iteration 7Q: 3 clusters Score -1832014 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1832199.000000 Penalty: 4735.325195
	Iteration 8Q: 3 clusters Score -1832199 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1832438.875000 Penalty: 4735.325195
	Iteration 9Q: 3 clusters Score -1832439 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1832761.875000 Penalty: 4735.325195
	Iteration 10Q: 3 clusters Score -1832762 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1833146.875000 Penalty: 4735.325195
	Iteration 11Q: 3 clusters Score -1833147 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1833637.750000 Penalty: 4735.325195
	Iteration 12Q: 3 clusters Score -1833638 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1834168.875000 Penalty: 4735.325195
	Iteration 13Q: 3 clusters Score -1834169 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1834675.250000 Penalty: 4735.325195
	Iteration 14Q: 3 clusters Score -1834675 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1835092.625000 Penalty: 4735.325195
	Iteration 15Q: 3 clusters Score -1835093 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1835388.375000 Penalty: 4735.325195
	Iteration 16Q: 3 clusters Score -1835388 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1835604.875000 Penalty: 4735.325195
	Iteration 17Q: 3 clusters Score -1835605 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1835751.000000 Penalty: 4735.325195
	Iteration 18Q: 3 clusters Score -1835751 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1835839.250000 Penalty: 4735.325195
	Iteration 19Q: 3 clusters Score -1835839 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1835901.875000 Penalty: 4735.325195
	Iteration 20F: 3 clusters Score -1835902 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1835951.000000 Penalty: 4735.325195
	Iteration 21Q: 3 clusters Score -1835951 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1835992.000000 Penalty: 4735.325195
	Iteration 22Q: 3 clusters Score -1835992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1836026.500000 Penalty: 4735.325195
	Iteration 23Q: 3 clusters Score -1836026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1836051.375000 Penalty: 4735.325195
	Iteration 24Q: 3 clusters Score -1836051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1836067.625000 Penalty: 4735.325195
	Iteration 25Q: 3 clusters Score -1836068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1836080.500000 Penalty: 4735.325195
	Iteration 26Q: 3 clusters Score -1836080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1836089.250000 Penalty: 4735.325195
	Iteration 27Q: 3 clusters Score -1836089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1836102.250000 Penalty: 4735.325195
	Iteration 28Q: 3 clusters Score -1836102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1836107.375000 Penalty: 4735.325195
	Iteration 29Q: 3 clusters Score -1836107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1836108.750000 Penalty: 4735.325195
	Iteration 30Q: 3 clusters Score -1836109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1836112.500000 Penalty: 4735.325195
	Iteration 31Q: 3 clusters Score -1836112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1836112.500000 Penalty: 4735.325195
	Iteration 32F: 3 clusters Score -1836112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (163300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163300 members 
Entering Unmasked Estep 
Score: -22514338.000000 Penalty: 2976.829346
	Iteration 0F: 2 clusters Score -2.251434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81640 members 
Mstep: Class 2 contains 81660 members 
Entering Unmasked Estep 
Score: -22407270.000000 Penalty: 5953.658691
	Iteration 0F: 3 clusters Score -2.240727e+07 nChanged 78060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81092 members 
Mstep: Class 2 contains 82208 members 
Entering Unmasked Estep 
Score: -22452808.000000 Penalty: 5953.658691
	Iteration 1F: 3 clusters Score -2.245281e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80971 members 
Mstep: Class 2 contains 82329 members 
Entering Unmasked Estep 
Score: -22453624.000000 Penalty: 5953.658691
	Iteration 2Q: 3 clusters Score -2.245362e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80663 members 
Mstep: Class 2 contains 82637 members 
Entering Unmasked Estep 
Score: -22454404.000000 Penalty: 5953.658691
	Iteration 3Q: 3 clusters Score -2.24544e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80273 members 
Mstep: Class 2 contains 83027 members 
Entering Unmasked Estep 
Score: -22455324.000000 Penalty: 5953.658691
	Iteration 4Q: 3 clusters Score -2.245532e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79671 members 
Mstep: Class 2 contains 83629 members 
Entering Unmasked Estep 
Score: -22456394.000000 Penalty: 5953.658691
	Iteration 5Q: 3 clusters Score -2.245639e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78798 members 
Mstep: Class 2 contains 84502 members 
Entering Unmasked Estep 
Score: -22457958.000000 Penalty: 5953.658691
	Iteration 6Q: 3 clusters Score -2.245796e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77590 members 
Mstep: Class 2 contains 85710 members 
Entering Unmasked Estep 
Score: -22460370.000000 Penalty: 5953.658691
	Iteration 7Q: 3 clusters Score -2.246037e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75860 members 
Mstep: Class 2 contains 87440 members 
Entering Unmasked Estep 
Score: -22464354.000000 Penalty: 5953.658691
	Iteration 8Q: 3 clusters Score -2.246435e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73437 members 
Mstep: Class 2 contains 89863 members 
Entering Unmasked Estep 
Score: -22470190.000000 Penalty: 5953.658691
	Iteration 9F: 3 clusters Score -2.247019e+07 nChanged 10374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70425 members 
Mstep: Class 2 contains 92875 members 
Entering Unmasked Estep 
Score: -22477766.000000 Penalty: 5953.658691
	Iteration 10F: 3 clusters Score -2.247777e+07 nChanged 10713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67560 members 
Mstep: Class 2 contains 95740 members 
Entering Unmasked Estep 
Score: -22485830.000000 Penalty: 5953.658691
	Iteration 11F: 3 clusters Score -2.248583e+07 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65225 members 
Mstep: Class 2 contains 98075 members 
Entering Unmasked Estep 
Score: -22490406.000000 Penalty: 5953.658691
	Iteration 12F: 3 clusters Score -2.249041e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63288 members 
Mstep: Class 2 contains 100012 members 
Entering Unmasked Estep 
Score: -22492056.000000 Penalty: 5953.658691
	Iteration 13Q: 3 clusters Score -2.249206e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 101978 members 
Entering Unmasked Estep 
Score: -22492774.000000 Penalty: 5953.658691
	Iteration 14Q: 3 clusters Score -2.249277e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59349 members 
Mstep: Class 2 contains 103951 members 
Entering Unmasked Estep 
Score: -22493386.000000 Penalty: 5953.658691
	Iteration 15Q: 3 clusters Score -2.249339e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57272 members 
Mstep: Class 2 contains 106028 members 
Entering Unmasked Estep 
Score: -22494132.000000 Penalty: 5953.658691
	Iteration 16Q: 3 clusters Score -2.249413e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55062 members 
Mstep: Class 2 contains 108238 members 
Entering Unmasked Estep 
Score: -22494918.000000 Penalty: 5953.658691
	Iteration 17Q: 3 clusters Score -2.249492e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 110448 members 
Entering Unmasked Estep 
Score: -22495650.000000 Penalty: 5953.658691
	Iteration 18Q: 3 clusters Score -2.249565e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 112730 members 
Entering Unmasked Estep 
Score: -22496578.000000 Penalty: 5953.658691
	Iteration 19Q: 3 clusters Score -2.249658e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 115062 members 
Entering Unmasked Estep 
Score: -22497426.000000 Penalty: 5953.658691
	Iteration 20F: 3 clusters Score -2.249743e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 117445 members 
Entering Unmasked Estep 
Score: -22498308.000000 Penalty: 5953.658691
	Iteration 21Q: 3 clusters Score -2.249831e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 119891 members 
Entering Unmasked Estep 
Score: -22499434.000000 Penalty: 5953.658691
	Iteration 22Q: 3 clusters Score -2.249943e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 122300 members 
Entering Unmasked Estep 
Score: -22500226.000000 Penalty: 5953.658691
	Iteration 23Q: 3 clusters Score -2.250023e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 124677 members 
Entering Unmasked Estep 
Score: -22501122.000000 Penalty: 5953.658691
	Iteration 24Q: 3 clusters Score -2.250112e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 126983 members 
Entering Unmasked Estep 
Score: -22501968.000000 Penalty: 5953.658691
	Iteration 25Q: 3 clusters Score -2.250197e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 129239 members 
Entering Unmasked Estep 
Score: -22502630.000000 Penalty: 5953.658691
	Iteration 26Q: 3 clusters Score -2.250263e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 131397 members 
Entering Unmasked Estep 
Score: -22503362.000000 Penalty: 5953.658691
	Iteration 27Q: 3 clusters Score -2.250336e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 133446 members 
Entering Unmasked Estep 
Score: -22504048.000000 Penalty: 5953.658691
	Iteration 28Q: 3 clusters Score -2.250405e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 135377 members 
Entering Unmasked Estep 
Score: -22504736.000000 Penalty: 5953.658691
	Iteration 29Q: 3 clusters Score -2.250474e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 137304 members 
Entering Unmasked Estep 
Score: -22505354.000000 Penalty: 5953.658691
	Iteration 30Q: 3 clusters Score -2.250535e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 139250 members 
Entering Unmasked Estep 
Score: -22506044.000000 Penalty: 5953.658691
	Iteration 31Q: 3 clusters Score -2.250604e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 141155 members 
Entering Unmasked Estep 
Score: -22506614.000000 Penalty: 5953.658691
	Iteration 32Q: 3 clusters Score -2.250661e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 142976 members 
Entering Unmasked Estep 
Score: -22507240.000000 Penalty: 5953.658691
	Iteration 33Q: 3 clusters Score -2.250724e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 144735 members 
Entering Unmasked Estep 
Score: -22507894.000000 Penalty: 5953.658691
	Iteration 34Q: 3 clusters Score -2.250789e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 146489 members 
Entering Unmasked Estep 
Score: -22508528.000000 Penalty: 5953.658691
	Iteration 35Q: 3 clusters Score -2.250853e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 148221 members 
Entering Unmasked Estep 
Score: -22509028.000000 Penalty: 5953.658691
	Iteration 36Q: 3 clusters Score -2.250903e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 149895 members 
Entering Unmasked Estep 
Score: -22509660.000000 Penalty: 5953.658691
	Iteration 37Q: 3 clusters Score -2.250966e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 151506 members 
Entering Unmasked Estep 
Score: -22510130.000000 Penalty: 5953.658691
	Iteration 38Q: 3 clusters Score -2.251013e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 152976 members 
Entering Unmasked Estep 
Score: -22510610.000000 Penalty: 5953.658691
	Iteration 39Q: 3 clusters Score -2.251061e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 154239 members 
Entering Unmasked Estep 
Score: -22510856.000000 Penalty: 5953.658691
	Iteration 40F: 3 clusters Score -2.251086e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 155354 members 
Entering Unmasked Estep 
Score: -22511174.000000 Penalty: 5953.658691
	Iteration 41Q: 3 clusters Score -2.251117e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 156361 members 
Entering Unmasked Estep 
Score: -22511434.000000 Penalty: 5953.658691
	Iteration 42Q: 3 clusters Score -2.251143e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 157234 members 
Entering Unmasked Estep 
Score: -22511596.000000 Penalty: 5953.658691
	Iteration 43Q: 3 clusters Score -2.25116e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 158001 members 
Entering Unmasked Estep 
Score: -22511782.000000 Penalty: 5953.658691
	Iteration 44Q: 3 clusters Score -2.251178e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 158659 members 
Entering Unmasked Estep 
Score: -22511950.000000 Penalty: 5953.658691
	Iteration 45Q: 3 clusters Score -2.251195e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 159214 members 
Entering Unmasked Estep 
Score: -22512140.000000 Penalty: 5953.658691
	Iteration 46Q: 3 clusters Score -2.251214e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 159673 members 
Entering Unmasked Estep 
Score: -22512188.000000 Penalty: 5953.658691
	Iteration 47Q: 3 clusters Score -2.251219e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 160027 members 
Entering Unmasked Estep 
Score: -22512246.000000 Penalty: 5953.658691
	Iteration 48Q: 3 clusters Score -2.251225e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 160347 members 
Entering Unmasked Estep 
Score: -22512256.000000 Penalty: 5953.658691
	Iteration 49Q: 3 clusters Score -2.251226e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 160625 members 
Entering Unmasked Estep 
Score: -22512322.000000 Penalty: 5953.658691
	Iteration 50Q: 3 clusters Score -2.251232e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 160870 members 
Entering Unmasked Estep 
Score: -22512302.000000 Penalty: 5953.658691
	Iteration 51Q: 3 clusters Score -2.25123e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 161067 members 
Entering Unmasked Estep 
Score: -22512326.000000 Penalty: 5953.658691
	Iteration 52Q: 3 clusters Score -2.251233e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 161222 members 
Entering Unmasked Estep 
Score: -22512326.000000 Penalty: 5953.658691
	Iteration 53Q: 3 clusters Score -2.251233e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 161341 members 
Entering Unmasked Estep 
Score: -22512320.000000 Penalty: 5953.658691
	Iteration 54Q: 3 clusters Score -2.251232e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 161432 members 
Entering Unmasked Estep 
Score: -22512310.000000 Penalty: 5953.658691
	Iteration 55Q: 3 clusters Score -2.251231e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 161507 members 
Entering Unmasked Estep 
Score: -22512304.000000 Penalty: 5953.658691
	Iteration 56Q: 3 clusters Score -2.25123e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 161572 members 
Entering Unmasked Estep 
Score: -22512338.000000 Penalty: 5953.658691
	Iteration 57Q: 3 clusters Score -2.251234e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 161629 members 
Entering Unmasked Estep 
Score: -22512368.000000 Penalty: 5953.658691
	Iteration 58Q: 3 clusters Score -2.251237e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 161683 members 
Entering Unmasked Estep 
Score: -22512368.000000 Penalty: 5953.658691
	Iteration 59Q: 3 clusters Score -2.251237e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 161721 members 
Entering Unmasked Estep 
Score: -22512356.000000 Penalty: 5953.658691
	Iteration 60F: 3 clusters Score -2.251236e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 161746 members 
Entering Unmasked Estep 
Score: -22512342.000000 Penalty: 5953.658691
	Iteration 61Q: 3 clusters Score -2.251234e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 161769 members 
Entering Unmasked Estep 
Score: -22512354.000000 Penalty: 5953.658691
	Iteration 62Q: 3 clusters Score -2.251235e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 161789 members 
Entering Unmasked Estep 
Score: -22512358.000000 Penalty: 5953.658691
	Iteration 63Q: 3 clusters Score -2.251236e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 161806 members 
Entering Unmasked Estep 
Score: -22512370.000000 Penalty: 5953.658691
	Iteration 64Q: 3 clusters Score -2.251237e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 161818 members 
Entering Unmasked Estep 
Score: -22512354.000000 Penalty: 5953.658691
	Iteration 65Q: 3 clusters Score -2.251235e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 161829 members 
Entering Unmasked Estep 
Score: -22512350.000000 Penalty: 5953.658691
	Iteration 66Q: 3 clusters Score -2.251235e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 161843 members 
Entering Unmasked Estep 
Score: -22512366.000000 Penalty: 5953.658691
	Iteration 67Q: 3 clusters Score -2.251237e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 161860 members 
Entering Unmasked Estep 
Score: -22512358.000000 Penalty: 5953.658691
	Iteration 68Q: 3 clusters Score -2.251236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 161868 members 
Entering Unmasked Estep 
Score: -22512340.000000 Penalty: 5953.658691
	Iteration 69Q: 3 clusters Score -2.251234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 161874 members 
Entering Unmasked Estep 
Score: -22512346.000000 Penalty: 5953.658691
	Iteration 70Q: 3 clusters Score -2.251235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 161879 members 
Entering Unmasked Estep 
Score: -22512344.000000 Penalty: 5953.658691
	Iteration 71Q: 3 clusters Score -2.251234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 161884 members 
Entering Unmasked Estep 
Score: -22512354.000000 Penalty: 5953.658691
	Iteration 72Q: 3 clusters Score -2.251235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 161889 members 
Entering Unmasked Estep 
Score: -22512358.000000 Penalty: 5953.658691
	Iteration 73Q: 3 clusters Score -2.251236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 161892 members 
Entering Unmasked Estep 
Score: -22512366.000000 Penalty: 5953.658691
	Iteration 74Q: 3 clusters Score -2.251237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 161894 members 
Entering Unmasked Estep 
Score: -22512354.000000 Penalty: 5953.658691
	Iteration 75Q: 3 clusters Score -2.251235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 161895 members 
Entering Unmasked Estep 
Score: -22512370.000000 Penalty: 5953.658691
	Iteration 76Q: 3 clusters Score -2.251237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 161897 members 
Entering Unmasked Estep 
Score: -22512376.000000 Penalty: 5953.658691
	Iteration 77Q: 3 clusters Score -2.251238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 161899 members 
Entering Unmasked Estep 
Score: -22512372.000000 Penalty: 5953.658691
	Iteration 78Q: 3 clusters Score -2.251237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 161899 members 
Entering Unmasked Estep 
Score: -22512372.000000 Penalty: 5953.658691
	Iteration 79F: 3 clusters Score -2.251237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Entering Unmasked Estep 
Score: -2628461.750000 Penalty: 2440.785645
	Iteration 0F: 2 clusters Score -2628462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2615045.000000 Penalty: 4881.571289
	Iteration 0F: 3 clusters Score -2615045 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2619456.750000 Penalty: 4881.571289
	Iteration 1F: 3 clusters Score -2619457 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2619800.750000 Penalty: 4881.571289
	Iteration 2F: 3 clusters Score -2619801 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2620090.000000 Penalty: 4881.571289
	Iteration 3Q: 3 clusters Score -2620090 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2620343.000000 Penalty: 4881.571289
	Iteration 4Q: 3 clusters Score -2620343 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2620570.750000 Penalty: 4881.571289
	Iteration 5Q: 3 clusters Score -2620571 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2620797.250000 Penalty: 4881.571289
	Iteration 6Q: 3 clusters Score -2620797 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2621044.750000 Penalty: 4881.571289
	Iteration 7Q: 3 clusters Score -2621045 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2621309.750000 Penalty: 4881.571289
	Iteration 8Q: 3 clusters Score -2621310 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2621646.250000 Penalty: 4881.571289
	Iteration 9Q: 3 clusters Score -2621646 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2622081.500000 Penalty: 4881.571289
	Iteration 10Q: 3 clusters Score -2622082 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2622685.500000 Penalty: 4881.571289
	Iteration 11Q: 3 clusters Score -2622686 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2623481.250000 Penalty: 4881.571289
	Iteration 12F: 3 clusters Score -2623481 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2624190.000000 Penalty: 4881.571289
	Iteration 13F: 3 clusters Score -2624190 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2624597.250000 Penalty: 4881.571289
	Iteration 14Q: 3 clusters Score -2624597 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2624813.500000 Penalty: 4881.571289
	Iteration 15Q: 3 clusters Score -2624814 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2624915.500000 Penalty: 4881.571289
	Iteration 16Q: 3 clusters Score -2624916 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2624973.000000 Penalty: 4881.571289
	Iteration 17Q: 3 clusters Score -2624973 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2625013.000000 Penalty: 4881.571289
	Iteration 18Q: 3 clusters Score -2625013 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2625040.500000 Penalty: 4881.571289
	Iteration 19Q: 3 clusters Score -2625040 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2625067.250000 Penalty: 4881.571289
	Iteration 20F: 3 clusters Score -2625067 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2625087.500000 Penalty: 4881.571289
	Iteration 21Q: 3 clusters Score -2625088 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2625111.000000 Penalty: 4881.571289
	Iteration 22Q: 3 clusters Score -2625111 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2625120.250000 Penalty: 4881.571289
	Iteration 23Q: 3 clusters Score -2625120 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2625142.250000 Penalty: 4881.571289
	Iteration 24Q: 3 clusters Score -2625142 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2625147.250000 Penalty: 4881.571289
	Iteration 25Q: 3 clusters Score -2625147 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2625160.750000 Penalty: 4881.571289
	Iteration 26Q: 3 clusters Score -2625161 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2625169.500000 Penalty: 4881.571289
	Iteration 27Q: 3 clusters Score -2625170 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2625175.250000 Penalty: 4881.571289
	Iteration 28Q: 3 clusters Score -2625175 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2625182.000000 Penalty: 4881.571289
	Iteration 29Q: 3 clusters Score -2625182 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2625188.750000 Penalty: 4881.571289
	Iteration 30Q: 3 clusters Score -2625189 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2625194.250000 Penalty: 4881.571289
	Iteration 31Q: 3 clusters Score -2625194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2625200.750000 Penalty: 4881.571289
	Iteration 32Q: 3 clusters Score -2625201 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2625210.500000 Penalty: 4881.571289
	Iteration 33Q: 3 clusters Score -2625210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2625209.000000 Penalty: 4881.571289
	Iteration 34Q: 3 clusters Score -2625209 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2625224.250000 Penalty: 4881.571289
	Iteration 35Q: 3 clusters Score -2625224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2625234.500000 Penalty: 4881.571289
	Iteration 36Q: 3 clusters Score -2625234 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2625248.250000 Penalty: 4881.571289
	Iteration 37Q: 3 clusters Score -2625248 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2625269.000000 Penalty: 4881.571289
	Iteration 38Q: 3 clusters Score -2625269 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2625277.750000 Penalty: 4881.571289
	Iteration 39Q: 3 clusters Score -2625278 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2625293.750000 Penalty: 4881.571289
	Iteration 40F: 3 clusters Score -2625294 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2625318.000000 Penalty: 4881.571289
	Iteration 41Q: 3 clusters Score -2625318 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2625328.500000 Penalty: 4881.571289
	Iteration 42Q: 3 clusters Score -2625328 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2625336.500000 Penalty: 4881.571289
	Iteration 43Q: 3 clusters Score -2625336 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2625359.250000 Penalty: 4881.571289
	Iteration 44Q: 3 clusters Score -2625359 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2625363.500000 Penalty: 4881.571289
	Iteration 45Q: 3 clusters Score -2625364 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2625371.750000 Penalty: 4881.571289
	Iteration 46Q: 3 clusters Score -2625372 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2625385.000000 Penalty: 4881.571289
	Iteration 47Q: 3 clusters Score -2625385 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2625389.500000 Penalty: 4881.571289
	Iteration 48Q: 3 clusters Score -2625390 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2625404.750000 Penalty: 4881.571289
	Iteration 49Q: 3 clusters Score -2625405 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2625413.250000 Penalty: 4881.571289
	Iteration 50Q: 3 clusters Score -2625413 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2625425.750000 Penalty: 4881.571289
	Iteration 51Q: 3 clusters Score -2625426 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2625434.750000 Penalty: 4881.571289
	Iteration 52Q: 3 clusters Score -2625435 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2625451.500000 Penalty: 4881.571289
	Iteration 53Q: 3 clusters Score -2625452 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2625459.250000 Penalty: 4881.571289
	Iteration 54Q: 3 clusters Score -2625459 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2625476.750000 Penalty: 4881.571289
	Iteration 55Q: 3 clusters Score -2625477 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2625486.000000 Penalty: 4881.571289
	Iteration 56Q: 3 clusters Score -2625486 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2625501.250000 Penalty: 4881.571289
	Iteration 57Q: 3 clusters Score -2625501 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2625511.250000 Penalty: 4881.571289
	Iteration 58Q: 3 clusters Score -2625511 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2625518.500000 Penalty: 4881.571289
	Iteration 59Q: 3 clusters Score -2625518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2625529.250000 Penalty: 4881.571289
	Iteration 60F: 3 clusters Score -2625529 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2625541.750000 Penalty: 4881.571289
	Iteration 61Q: 3 clusters Score -2625542 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2625545.250000 Penalty: 4881.571289
	Iteration 62Q: 3 clusters Score -2625545 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2625550.000000 Penalty: 4881.571289
	Iteration 63Q: 3 clusters Score -2625550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2625560.250000 Penalty: 4881.571289
	Iteration 64Q: 3 clusters Score -2625560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2625560.500000 Penalty: 4881.571289
	Iteration 65Q: 3 clusters Score -2625560 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2625571.500000 Penalty: 4881.571289
	Iteration 66Q: 3 clusters Score -2625572 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2625590.250000 Penalty: 4881.571289
	Iteration 67Q: 3 clusters Score -2625590 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2625590.500000 Penalty: 4881.571289
	Iteration 68Q: 3 clusters Score -2625590 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2625593.000000 Penalty: 4881.571289
	Iteration 69Q: 3 clusters Score -2625593 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2625617.000000 Penalty: 4881.571289
	Iteration 70Q: 3 clusters Score -2625617 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2625624.500000 Penalty: 4881.571289
	Iteration 71Q: 3 clusters Score -2625624 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2625640.250000 Penalty: 4881.571289
	Iteration 72Q: 3 clusters Score -2625640 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2625656.000000 Penalty: 4881.571289
	Iteration 73Q: 3 clusters Score -2625656 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2625666.750000 Penalty: 4881.571289
	Iteration 74Q: 3 clusters Score -2625667 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2625674.750000 Penalty: 4881.571289
	Iteration 75Q: 3 clusters Score -2625675 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2625693.250000 Penalty: 4881.571289
	Iteration 76Q: 3 clusters Score -2625693 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2625698.750000 Penalty: 4881.571289
	Iteration 77Q: 3 clusters Score -2625699 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2625720.250000 Penalty: 4881.571289
	Iteration 78Q: 3 clusters Score -2625720 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2625732.750000 Penalty: 4881.571289
	Iteration 79Q: 3 clusters Score -2625733 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2625748.000000 Penalty: 4881.571289
	Iteration 80F: 3 clusters Score -2625748 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2625748.750000 Penalty: 4881.571289
	Iteration 81Q: 3 clusters Score -2625749 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2625768.500000 Penalty: 4881.571289
	Iteration 82Q: 3 clusters Score -2625768 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2625784.750000 Penalty: 4881.571289
	Iteration 83Q: 3 clusters Score -2625785 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2625808.750000 Penalty: 4881.571289
	Iteration 84Q: 3 clusters Score -2625809 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2625819.750000 Penalty: 4881.571289
	Iteration 85Q: 3 clusters Score -2625820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2625829.000000 Penalty: 4881.571289
	Iteration 86Q: 3 clusters Score -2625829 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2625833.500000 Penalty: 4881.571289
	Iteration 87Q: 3 clusters Score -2625834 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2625838.750000 Penalty: 4881.571289
	Iteration 88Q: 3 clusters Score -2625839 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2625849.500000 Penalty: 4881.571289
	Iteration 89Q: 3 clusters Score -2625850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2625863.500000 Penalty: 4881.571289
	Iteration 90Q: 3 clusters Score -2625864 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2625858.250000 Penalty: 4881.571289
	Iteration 91Q: 3 clusters Score -2625858 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2625878.250000 Penalty: 4881.571289
	Iteration 92Q: 3 clusters Score -2625878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2625889.500000 Penalty: 4881.571289
	Iteration 93Q: 3 clusters Score -2625890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2625905.250000 Penalty: 4881.571289
	Iteration 94Q: 3 clusters Score -2625905 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2625911.750000 Penalty: 4881.571289
	Iteration 95Q: 3 clusters Score -2625912 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2625931.250000 Penalty: 4881.571289
	Iteration 96Q: 3 clusters Score -2625931 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2625936.500000 Penalty: 4881.571289
	Iteration 97Q: 3 clusters Score -2625936 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2625933.500000 Penalty: 4881.571289
	Iteration 98Q: 3 clusters Score -2625934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2625947.500000 Penalty: 4881.571289
	Iteration 99Q: 3 clusters Score -2625948 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2625965.250000 Penalty: 4881.571289
	Iteration 100F: 3 clusters Score -2625965 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2625991.750000 Penalty: 4881.571289
	Iteration 101Q: 3 clusters Score -2625992 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2626012.250000 Penalty: 4881.571289
	Iteration 102Q: 3 clusters Score -2626012 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2626028.000000 Penalty: 4881.571289
	Iteration 103Q: 3 clusters Score -2626028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2626047.500000 Penalty: 4881.571289
	Iteration 104Q: 3 clusters Score -2626048 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2626058.500000 Penalty: 4881.571289
	Iteration 105Q: 3 clusters Score -2626058 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2626077.750000 Penalty: 4881.571289
	Iteration 106Q: 3 clusters Score -2626078 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2626086.750000 Penalty: 4881.571289
	Iteration 107Q: 3 clusters Score -2626087 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2626105.000000 Penalty: 4881.571289
	Iteration 108Q: 3 clusters Score -2626105 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2626122.500000 Penalty: 4881.571289
	Iteration 109Q: 3 clusters Score -2626122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2626136.250000 Penalty: 4881.571289
	Iteration 110Q: 3 clusters Score -2626136 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2626143.250000 Penalty: 4881.571289
	Iteration 111Q: 3 clusters Score -2626143 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2626152.750000 Penalty: 4881.571289
	Iteration 112Q: 3 clusters Score -2626153 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2626172.000000 Penalty: 4881.571289
	Iteration 113Q: 3 clusters Score -2626172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2626181.500000 Penalty: 4881.571289
	Iteration 114Q: 3 clusters Score -2626182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2626188.250000 Penalty: 4881.571289
	Iteration 115Q: 3 clusters Score -2626188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2626195.750000 Penalty: 4881.571289
	Iteration 116Q: 3 clusters Score -2626196 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2626204.750000 Penalty: 4881.571289
	Iteration 117Q: 3 clusters Score -2626205 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2626211.000000 Penalty: 4881.571289
	Iteration 118Q: 3 clusters Score -2626211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2626215.750000 Penalty: 4881.571289
	Iteration 119Q: 3 clusters Score -2626216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2626222.750000 Penalty: 4881.571289
	Iteration 120F: 3 clusters Score -2626223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2626228.250000 Penalty: 4881.571289
	Iteration 121Q: 3 clusters Score -2626228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2626226.000000 Penalty: 4881.571289
	Iteration 122Q: 3 clusters Score -2626226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2626234.250000 Penalty: 4881.571289
	Iteration 123Q: 3 clusters Score -2626234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2626245.750000 Penalty: 4881.571289
	Iteration 124Q: 3 clusters Score -2626246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2626250.500000 Penalty: 4881.571289
	Iteration 125Q: 3 clusters Score -2626250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2626253.000000 Penalty: 4881.571289
	Iteration 126Q: 3 clusters Score -2626253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2626257.250000 Penalty: 4881.571289
	Iteration 127Q: 3 clusters Score -2626257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2626267.750000 Penalty: 4881.571289
	Iteration 128Q: 3 clusters Score -2626268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2626270.750000 Penalty: 4881.571289
	Iteration 129Q: 3 clusters Score -2626271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2626273.750000 Penalty: 4881.571289
	Iteration 130Q: 3 clusters Score -2626274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2626282.750000 Penalty: 4881.571289
	Iteration 131Q: 3 clusters Score -2626283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2626283.500000 Penalty: 4881.571289
	Iteration 132Q: 3 clusters Score -2626284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2626293.000000 Penalty: 4881.571289
	Iteration 133Q: 3 clusters Score -2626293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2626288.750000 Penalty: 4881.571289
	Iteration 134Q: 3 clusters Score -2626289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2626297.250000 Penalty: 4881.571289
	Iteration 135Q: 3 clusters Score -2626297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2626298.000000 Penalty: 4881.571289
	Iteration 136Q: 3 clusters Score -2626298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2626297.750000 Penalty: 4881.571289
	Iteration 137Q: 3 clusters Score -2626298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2626304.250000 Penalty: 4881.571289
	Iteration 138Q: 3 clusters Score -2626304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2626299.750000 Penalty: 4881.571289
	Iteration 139Q: 3 clusters Score -2626300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2626303.250000 Penalty: 4881.571289
	Iteration 140F: 3 clusters Score -2626303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2626302.750000 Penalty: 4881.571289
	Iteration 141Q: 3 clusters Score -2626303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2626308.500000 Penalty: 4881.571289
	Iteration 142Q: 3 clusters Score -2626308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2626311.000000 Penalty: 4881.571289
	Iteration 143Q: 3 clusters Score -2626311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2626311.500000 Penalty: 4881.571289
	Iteration 144Q: 3 clusters Score -2626312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2626317.000000 Penalty: 4881.571289
	Iteration 145Q: 3 clusters Score -2626317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2626320.250000 Penalty: 4881.571289
	Iteration 146Q: 3 clusters Score -2626320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2626318.250000 Penalty: 4881.571289
	Iteration 147Q: 3 clusters Score -2626318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2626325.750000 Penalty: 4881.571289
	Iteration 148Q: 3 clusters Score -2626326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2626332.000000 Penalty: 4881.571289
	Iteration 149Q: 3 clusters Score -2626332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2626330.250000 Penalty: 4881.571289
	Iteration 150Q: 3 clusters Score -2626330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2626339.500000 Penalty: 4881.571289
	Iteration 151Q: 3 clusters Score -2626340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2626344.750000 Penalty: 4881.571289
	Iteration 152Q: 3 clusters Score -2626345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2626346.750000 Penalty: 4881.571289
	Iteration 153Q: 3 clusters Score -2626347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2626352.250000 Penalty: 4881.571289
	Iteration 154Q: 3 clusters Score -2626352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2626354.500000 Penalty: 4881.571289
	Iteration 155Q: 3 clusters Score -2626354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2626358.500000 Penalty: 4881.571289
	Iteration 156Q: 3 clusters Score -2626358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2626354.750000 Penalty: 4881.571289
	Iteration 157Q: 3 clusters Score -2626355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2626362.000000 Penalty: 4881.571289
	Iteration 158Q: 3 clusters Score -2626362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2626364.500000 Penalty: 4881.571289
	Iteration 159Q: 3 clusters Score -2626364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2626360.000000 Penalty: 4881.571289
	Iteration 160F: 3 clusters Score -2626360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2626360.500000 Penalty: 4881.571289
	Iteration 161Q: 3 clusters Score -2626360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2626360.750000 Penalty: 4881.571289
	Iteration 162Q: 3 clusters Score -2626361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2626360.750000 Penalty: 4881.571289
	Iteration 163F: 3 clusters Score -2626361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (150900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150900 members 
Entering Unmasked Estep 
Score: -20709996.000000 Penalty: 2957.244385
	Iteration 0F: 2 clusters Score -2.071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75618 members 
Mstep: Class 2 contains 75282 members 
Entering Unmasked Estep 
Score: -20609854.000000 Penalty: 5914.488770
	Iteration 0F: 3 clusters Score -2.060985e+07 nChanged 71992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78394 members 
Mstep: Class 2 contains 72506 members 
Entering Unmasked Estep 
Score: -20651026.000000 Penalty: 5914.488770
	Iteration 1F: 3 clusters Score -2.065103e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80306 members 
Mstep: Class 2 contains 70594 members 
Entering Unmasked Estep 
Score: -20651856.000000 Penalty: 5914.488770
	Iteration 2Q: 3 clusters Score -2.065186e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83177 members 
Mstep: Class 2 contains 67723 members 
Entering Unmasked Estep 
Score: -20653046.000000 Penalty: 5914.488770
	Iteration 3Q: 3 clusters Score -2.065305e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87566 members 
Mstep: Class 2 contains 63334 members 
Entering Unmasked Estep 
Score: -20654994.000000 Penalty: 5914.488770
	Iteration 4Q: 3 clusters Score -2.065499e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94194 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -20657974.000000 Penalty: 5914.488770
	Iteration 5Q: 3 clusters Score -2.065797e+07 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103597 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -20663828.000000 Penalty: 5914.488770
	Iteration 6F: 3 clusters Score -2.066383e+07 nChanged 12437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115956 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -20674088.000000 Penalty: 5914.488770
	Iteration 7F: 3 clusters Score -2.067409e+07 nChanged 13774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129714 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -20687408.000000 Penalty: 5914.488770
	Iteration 8F: 3 clusters Score -2.068741e+07 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140990 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -20698578.000000 Penalty: 5914.488770
	Iteration 9F: 3 clusters Score -2.069858e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147283 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -20704488.000000 Penalty: 5914.488770
	Iteration 10Q: 3 clusters Score -2.070449e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149637 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -20706398.000000 Penalty: 5914.488770
	Iteration 11Q: 3 clusters Score -2.07064e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150318 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -20707020.000000 Penalty: 5914.488770
	Iteration 12Q: 3 clusters Score -2.070702e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150502 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -20707242.000000 Penalty: 5914.488770
	Iteration 13Q: 3 clusters Score -2.070724e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150566 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -20707308.000000 Penalty: 5914.488770
	Iteration 14Q: 3 clusters Score -2.070731e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150599 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -20707354.000000 Penalty: 5914.488770
	Iteration 15Q: 3 clusters Score -2.070735e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150613 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -20707374.000000 Penalty: 5914.488770
	Iteration 16Q: 3 clusters Score -2.070737e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150617 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -20707392.000000 Penalty: 5914.488770
	Iteration 17Q: 3 clusters Score -2.070739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150625 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -20707406.000000 Penalty: 5914.488770
	Iteration 18Q: 3 clusters Score -2.070741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150629 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -20707412.000000 Penalty: 5914.488770
	Iteration 19Q: 3 clusters Score -2.070741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150631 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -20707404.000000 Penalty: 5914.488770
	Iteration 20F: 3 clusters Score -2.07074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150633 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -20707404.000000 Penalty: 5914.488770
	Iteration 21Q: 3 clusters Score -2.07074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150634 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -20707410.000000 Penalty: 5914.488770
	Iteration 22Q: 3 clusters Score -2.070741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150634 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -20707410.000000 Penalty: 5914.488770
	Iteration 23F: 3 clusters Score -2.070741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -61201.257812 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -61201.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59730.859375 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -59730.86 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60044.039062 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -60044.04 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60275.136719 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -60275.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60386.015625 Penalty: 3107.589355
	Iteration 3F: 3 clusters Score -60386.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60486.304688 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -60486.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -60633.292969 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -60633.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60889.632812 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -60889.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61268.429688 Penalty: 3107.589355
	Iteration 7F: 3 clusters Score -61268.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -61479.402344 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -61479.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61526.082031 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -61526.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61580.980469 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -61580.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -61606.832031 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -61606.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61613.375000 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -61613.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61613.375000 Penalty: 3107.589355
	Iteration 13F: 3 clusters Score -61613.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 74581 members 
Mstep: Class 3 contains 297 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 8 contains 57029 members 
Mstep: Class 9 contains 14003 members 
Mstep: Class 10 contains 163300 members 
Mstep: Class 11 contains 18805 members 
Mstep: Class 12 contains 150900 members 
Mstep: Class 13 contains 229 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38107 members 
Mstep: Class 17 contains 24419 members 
Mstep: Class 18 contains 54288 members 
Mstep: Class 19 contains 181340 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73819 members 
Entering Unmasked Estep 
Score: -116103304.000000 Penalty: 57601.605469
Splitting cluster 13 changes total score from -116104736.000000 to -116103304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -70210.367188 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -70210.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68611.414062 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -68611.41 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68861.406250 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -68861.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68981.507812 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -68981.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69076.132812 Penalty: 3167.056396
	Iteration 3Q: 3 clusters Score -69076.13 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69232.250000 Penalty: 3167.056396
	Iteration 4F: 3 clusters Score -69232.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -69417.765625 Penalty: 3167.056396
	Iteration 5F: 3 clusters Score -69417.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -69649.601562 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -69649.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69793.140625 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -69793.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -69865.742188 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -69865.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -69936.351562 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -69936.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69969.781250 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -69969.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -70012.039062 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -70012.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -70021.210938 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -70021.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -70027.500000 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -70027.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -70032.679688 Penalty: 3167.056396
	Iteration 14Q: 3 clusters Score -70032.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -70044.796875 Penalty: 3167.056396
	Iteration 15Q: 3 clusters Score -70044.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70054.750000 Penalty: 3167.056396
	Iteration 16Q: 3 clusters Score -70054.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -70074.039062 Penalty: 3167.056396
	Iteration 17Q: 3 clusters Score -70074.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -70101.031250 Penalty: 3167.056396
	Iteration 18Q: 3 clusters Score -70101.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70163.367188 Penalty: 3167.056396
	Iteration 19Q: 3 clusters Score -70163.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -70232.570312 Penalty: 3167.056396
	Iteration 20F: 3 clusters Score -70232.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70337.937500 Penalty: 3167.056396
	Iteration 21Q: 3 clusters Score -70337.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70644.515625 Penalty: 3167.056396
	Iteration 22Q: 3 clusters Score -70644.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70647.414062 Penalty: 3167.056396
	Iteration 23Q: 3 clusters Score -70647.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70647.414062 Penalty: 3167.056396
	Iteration 24F: 3 clusters Score -70647.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 74581 members 
Mstep: Class 3 contains 295 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 8 contains 57029 members 
Mstep: Class 9 contains 14003 members 
Mstep: Class 10 contains 163300 members 
Mstep: Class 11 contains 18805 members 
Mstep: Class 12 contains 150900 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 298 members 
Mstep: Class 16 contains 38107 members 
Mstep: Class 17 contains 24419 members 
Mstep: Class 18 contains 54288 members 
Mstep: Class 19 contains 181340 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73819 members 
Entering Unmasked Estep 
Score: -116103440.000000 Penalty: 57601.605469
Splitting cluster 14 changes total score from -116104736.000000 to -116103440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (38107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Entering Unmasked Estep 
Score: -5305919.500000 Penalty: 2615.941895
	Iteration 0F: 2 clusters Score -5305920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -5279969.500000 Penalty: 5231.883789
	Iteration 0F: 3 clusters Score -5279970 nChanged 17420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -5289896.000000 Penalty: 5231.883789
	Iteration 1F: 3 clusters Score -5289896 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -5290615.500000 Penalty: 5231.883789
	Iteration 2Q: 3 clusters Score -5290616 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -5291414.000000 Penalty: 5231.883789
	Iteration 3Q: 3 clusters Score -5291414 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -5292270.000000 Penalty: 5231.883789
	Iteration 4F: 3 clusters Score -5292270 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -5293232.500000 Penalty: 5231.883789
	Iteration 5F: 3 clusters Score -5293232 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -5294453.500000 Penalty: 5231.883789
	Iteration 6F: 3 clusters Score -5294454 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -5296202.500000 Penalty: 5231.883789
	Iteration 7F: 3 clusters Score -5296202 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -5298140.000000 Penalty: 5231.883789
	Iteration 8F: 3 clusters Score -5298140 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -5299675.500000 Penalty: 5231.883789
	Iteration 9F: 3 clusters Score -5299676 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -5300362.000000 Penalty: 5231.883789
	Iteration 10Q: 3 clusters Score -5300362 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -5300615.000000 Penalty: 5231.883789
	Iteration 11Q: 3 clusters Score -5300615 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -5300744.000000 Penalty: 5231.883789
	Iteration 12Q: 3 clusters Score -5300744 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -5300818.500000 Penalty: 5231.883789
	Iteration 13Q: 3 clusters Score -5300818 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -5300894.500000 Penalty: 5231.883789
	Iteration 14Q: 3 clusters Score -5300894 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -5300975.500000 Penalty: 5231.883789
	Iteration 15Q: 3 clusters Score -5300976 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -5301061.000000 Penalty: 5231.883789
	Iteration 16Q: 3 clusters Score -5301061 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -5301119.500000 Penalty: 5231.883789
	Iteration 17Q: 3 clusters Score -5301120 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -5301173.000000 Penalty: 5231.883789
	Iteration 18Q: 3 clusters Score -5301173 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -5301272.000000 Penalty: 5231.883789
	Iteration 19Q: 3 clusters Score -5301272 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -5301349.000000 Penalty: 5231.883789
	Iteration 20F: 3 clusters Score -5301349 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -5301413.500000 Penalty: 5231.883789
	Iteration 21Q: 3 clusters Score -5301414 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -5301468.000000 Penalty: 5231.883789
	Iteration 22Q: 3 clusters Score -5301468 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -5301529.500000 Penalty: 5231.883789
	Iteration 23Q: 3 clusters Score -5301530 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -5301603.000000 Penalty: 5231.883789
	Iteration 24Q: 3 clusters Score -5301603 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -5301693.000000 Penalty: 5231.883789
	Iteration 25Q: 3 clusters Score -5301693 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -5301756.000000 Penalty: 5231.883789
	Iteration 26Q: 3 clusters Score -5301756 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -5301884.500000 Penalty: 5231.883789
	Iteration 27Q: 3 clusters Score -5301884 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -5301964.000000 Penalty: 5231.883789
	Iteration 28Q: 3 clusters Score -5301964 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -5302104.000000 Penalty: 5231.883789
	Iteration 29Q: 3 clusters Score -5302104 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -5302236.500000 Penalty: 5231.883789
	Iteration 30Q: 3 clusters Score -5302236 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -5302356.000000 Penalty: 5231.883789
	Iteration 31Q: 3 clusters Score -5302356 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -5302519.500000 Penalty: 5231.883789
	Iteration 32Q: 3 clusters Score -5302520 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -5302640.500000 Penalty: 5231.883789
	Iteration 33Q: 3 clusters Score -5302640 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -5302753.500000 Penalty: 5231.883789
	Iteration 34Q: 3 clusters Score -5302754 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -5302862.000000 Penalty: 5231.883789
	Iteration 35Q: 3 clusters Score -5302862 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -5302960.000000 Penalty: 5231.883789
	Iteration 36Q: 3 clusters Score -5302960 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -5303061.500000 Penalty: 5231.883789
	Iteration 37Q: 3 clusters Score -5303062 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -5303147.000000 Penalty: 5231.883789
	Iteration 38Q: 3 clusters Score -5303147 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -5303231.500000 Penalty: 5231.883789
	Iteration 39Q: 3 clusters Score -5303232 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -5303283.000000 Penalty: 5231.883789
	Iteration 40F: 3 clusters Score -5303283 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -5303313.500000 Penalty: 5231.883789
	Iteration 41Q: 3 clusters Score -5303314 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5303385.000000 Penalty: 5231.883789
	Iteration 42Q: 3 clusters Score -5303385 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -5303434.500000 Penalty: 5231.883789
	Iteration 43Q: 3 clusters Score -5303434 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -5303502.500000 Penalty: 5231.883789
	Iteration 44Q: 3 clusters Score -5303502 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5303526.000000 Penalty: 5231.883789
	Iteration 45Q: 3 clusters Score -5303526 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5303559.000000 Penalty: 5231.883789
	Iteration 46Q: 3 clusters Score -5303559 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5303606.000000 Penalty: 5231.883789
	Iteration 47Q: 3 clusters Score -5303606 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -5303636.500000 Penalty: 5231.883789
	Iteration 48Q: 3 clusters Score -5303636 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5303663.500000 Penalty: 5231.883789
	Iteration 49Q: 3 clusters Score -5303664 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5303687.500000 Penalty: 5231.883789
	Iteration 50Q: 3 clusters Score -5303688 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5303698.000000 Penalty: 5231.883789
	Iteration 51Q: 3 clusters Score -5303698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5303702.000000 Penalty: 5231.883789
	Iteration 52Q: 3 clusters Score -5303702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5303723.500000 Penalty: 5231.883789
	Iteration 53Q: 3 clusters Score -5303724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5303733.000000 Penalty: 5231.883789
	Iteration 54Q: 3 clusters Score -5303733 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5303746.000000 Penalty: 5231.883789
	Iteration 55Q: 3 clusters Score -5303746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5303760.000000 Penalty: 5231.883789
	Iteration 56Q: 3 clusters Score -5303760 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5303780.000000 Penalty: 5231.883789
	Iteration 57Q: 3 clusters Score -5303780 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5303801.500000 Penalty: 5231.883789
	Iteration 58Q: 3 clusters Score -5303802 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5303819.000000 Penalty: 5231.883789
	Iteration 59Q: 3 clusters Score -5303819 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5303824.500000 Penalty: 5231.883789
	Iteration 60F: 3 clusters Score -5303824 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5303842.500000 Penalty: 5231.883789
	Iteration 61Q: 3 clusters Score -5303842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5303855.500000 Penalty: 5231.883789
	Iteration 62Q: 3 clusters Score -5303856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5303871.000000 Penalty: 5231.883789
	Iteration 63Q: 3 clusters Score -5303871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5303877.000000 Penalty: 5231.883789
	Iteration 64Q: 3 clusters Score -5303877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5303881.500000 Penalty: 5231.883789
	Iteration 65Q: 3 clusters Score -5303882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5303890.500000 Penalty: 5231.883789
	Iteration 66Q: 3 clusters Score -5303890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5303890.500000 Penalty: 5231.883789
	Iteration 67Q: 3 clusters Score -5303890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5303897.500000 Penalty: 5231.883789
	Iteration 68Q: 3 clusters Score -5303898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5303903.500000 Penalty: 5231.883789
	Iteration 69Q: 3 clusters Score -5303904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5303899.500000 Penalty: 5231.883789
	Iteration 70Q: 3 clusters Score -5303900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5303904.000000 Penalty: 5231.883789
	Iteration 71Q: 3 clusters Score -5303904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5303911.500000 Penalty: 5231.883789
	Iteration 72Q: 3 clusters Score -5303912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5303904.500000 Penalty: 5231.883789
	Iteration 73Q: 3 clusters Score -5303904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5303902.500000 Penalty: 5231.883789
	Iteration 74Q: 3 clusters Score -5303902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5303910.500000 Penalty: 5231.883789
	Iteration 75Q: 3 clusters Score -5303910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5303909.500000 Penalty: 5231.883789
	Iteration 76Q: 3 clusters Score -5303910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5303917.500000 Penalty: 5231.883789
	Iteration 77Q: 3 clusters Score -5303918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5303920.000000 Penalty: 5231.883789
	Iteration 78Q: 3 clusters Score -5303920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5303923.000000 Penalty: 5231.883789
	Iteration 79Q: 3 clusters Score -5303923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5303932.000000 Penalty: 5231.883789
	Iteration 80F: 3 clusters Score -5303932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5303929.500000 Penalty: 5231.883789
	Iteration 81Q: 3 clusters Score -5303930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5303937.500000 Penalty: 5231.883789
	Iteration 82Q: 3 clusters Score -5303938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5303937.500000 Penalty: 5231.883789
	Iteration 83Q: 3 clusters Score -5303938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5303935.000000 Penalty: 5231.883789
	Iteration 84Q: 3 clusters Score -5303935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5303940.500000 Penalty: 5231.883789
	Iteration 85Q: 3 clusters Score -5303940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5303941.000000 Penalty: 5231.883789
	Iteration 86Q: 3 clusters Score -5303941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5303936.500000 Penalty: 5231.883789
	Iteration 87Q: 3 clusters Score -5303936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5303940.000000 Penalty: 5231.883789
	Iteration 88Q: 3 clusters Score -5303940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5303940.500000 Penalty: 5231.883789
	Iteration 89Q: 3 clusters Score -5303940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5303937.500000 Penalty: 5231.883789
	Iteration 90Q: 3 clusters Score -5303938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5303937.500000 Penalty: 5231.883789
	Iteration 91Q: 3 clusters Score -5303938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5303935.500000 Penalty: 5231.883789
	Iteration 92Q: 3 clusters Score -5303936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5303935.500000 Penalty: 5231.883789
	Iteration 93F: 3 clusters Score -5303936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Entering Unmasked Estep 
Score: -3407986.000000 Penalty: 2505.572998
	Iteration 0F: 2 clusters Score -3407986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -3391043.250000 Penalty: 5011.145996
	Iteration 0F: 3 clusters Score -3391043 nChanged 10875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -3396862.250000 Penalty: 5011.145996
	Iteration 1F: 3 clusters Score -3396862 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3397176.500000 Penalty: 5011.145996
	Iteration 2Q: 3 clusters Score -3397176 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -3397451.250000 Penalty: 5011.145996
	Iteration 3Q: 3 clusters Score -3397451 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -3397636.500000 Penalty: 5011.145996
	Iteration 4Q: 3 clusters Score -3397636 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -3397786.500000 Penalty: 5011.145996
	Iteration 5Q: 3 clusters Score -3397786 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -3397898.500000 Penalty: 5011.145996
	Iteration 6Q: 3 clusters Score -3397898 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -3398004.000000 Penalty: 5011.145996
	Iteration 7Q: 3 clusters Score -3398004 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -3398084.750000 Penalty: 5011.145996
	Iteration 8Q: 3 clusters Score -3398085 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -3398161.500000 Penalty: 5011.145996
	Iteration 9Q: 3 clusters Score -3398162 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -3398246.250000 Penalty: 5011.145996
	Iteration 10Q: 3 clusters Score -3398246 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -3398334.000000 Penalty: 5011.145996
	Iteration 11Q: 3 clusters Score -3398334 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -3398436.750000 Penalty: 5011.145996
	Iteration 12Q: 3 clusters Score -3398437 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3398530.250000 Penalty: 5011.145996
	Iteration 13Q: 3 clusters Score -3398530 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -3398656.750000 Penalty: 5011.145996
	Iteration 14Q: 3 clusters Score -3398657 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -3398854.500000 Penalty: 5011.145996
	Iteration 15Q: 3 clusters Score -3398854 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -3399112.250000 Penalty: 5011.145996
	Iteration 16Q: 3 clusters Score -3399112 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -3399463.500000 Penalty: 5011.145996
	Iteration 17Q: 3 clusters Score -3399464 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -3399991.750000 Penalty: 5011.145996
	Iteration 18Q: 3 clusters Score -3399992 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -3400699.750000 Penalty: 5011.145996
	Iteration 19Q: 3 clusters Score -3400700 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -3401525.750000 Penalty: 5011.145996
	Iteration 20F: 3 clusters Score -3401526 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -3402317.500000 Penalty: 5011.145996
	Iteration 21Q: 3 clusters Score -3402318 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -3403028.500000 Penalty: 5011.145996
	Iteration 22Q: 3 clusters Score -3403028 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -3403688.000000 Penalty: 5011.145996
	Iteration 23Q: 3 clusters Score -3403688 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -3404198.500000 Penalty: 5011.145996
	Iteration 24Q: 3 clusters Score -3404198 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -3404589.500000 Penalty: 5011.145996
	Iteration 25Q: 3 clusters Score -3404590 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -3404909.750000 Penalty: 5011.145996
	Iteration 26Q: 3 clusters Score -3404910 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -3405151.500000 Penalty: 5011.145996
	Iteration 27Q: 3 clusters Score -3405152 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -3405354.500000 Penalty: 5011.145996
	Iteration 28Q: 3 clusters Score -3405354 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -3405471.500000 Penalty: 5011.145996
	Iteration 29Q: 3 clusters Score -3405472 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -3405558.500000 Penalty: 5011.145996
	Iteration 30Q: 3 clusters Score -3405558 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -3405609.750000 Penalty: 5011.145996
	Iteration 31Q: 3 clusters Score -3405610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -3405664.750000 Penalty: 5011.145996
	Iteration 32Q: 3 clusters Score -3405665 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -3405705.250000 Penalty: 5011.145996
	Iteration 33Q: 3 clusters Score -3405705 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3405744.500000 Penalty: 5011.145996
	Iteration 34Q: 3 clusters Score -3405744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -3405753.750000 Penalty: 5011.145996
	Iteration 35Q: 3 clusters Score -3405754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3405790.250000 Penalty: 5011.145996
	Iteration 36Q: 3 clusters Score -3405790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -3405810.000000 Penalty: 5011.145996
	Iteration 37Q: 3 clusters Score -3405810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -3405828.250000 Penalty: 5011.145996
	Iteration 38Q: 3 clusters Score -3405828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -3405842.000000 Penalty: 5011.145996
	Iteration 39Q: 3 clusters Score -3405842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -3405854.250000 Penalty: 5011.145996
	Iteration 40F: 3 clusters Score -3405854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -3405861.250000 Penalty: 5011.145996
	Iteration 41Q: 3 clusters Score -3405861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -3405863.250000 Penalty: 5011.145996
	Iteration 42Q: 3 clusters Score -3405863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -3405862.250000 Penalty: 5011.145996
	Iteration 43Q: 3 clusters Score -3405862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -3405864.250000 Penalty: 5011.145996
	Iteration 44Q: 3 clusters Score -3405864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3405864.000000 Penalty: 5011.145996
	Iteration 45Q: 3 clusters Score -3405864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3405864.000000 Penalty: 5011.145996
	Iteration 46F: 3 clusters Score -3405864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Entering Unmasked Estep 
Score: -7553961.000000 Penalty: 2703.710449
	Iteration 0F: 2 clusters Score -7553961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -7517308.500000 Penalty: 5407.420898
	Iteration 0F: 3 clusters Score -7517308 nChanged 25271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -7531134.500000 Penalty: 5407.420898
	Iteration 1F: 3 clusters Score -7531134 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -7531735.000000 Penalty: 5407.420898
	Iteration 2Q: 3 clusters Score -7531735 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -7532382.500000 Penalty: 5407.420898
	Iteration 3Q: 3 clusters Score -7532382 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -7533164.000000 Penalty: 5407.420898
	Iteration 4Q: 3 clusters Score -7533164 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -7533977.000000 Penalty: 5407.420898
	Iteration 5Q: 3 clusters Score -7533977 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -7534940.000000 Penalty: 5407.420898
	Iteration 6Q: 3 clusters Score -7534940 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -7536265.000000 Penalty: 5407.420898
	Iteration 7Q: 3 clusters Score -7536265 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -7538061.500000 Penalty: 5407.420898
	Iteration 8F: 3 clusters Score -7538062 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -7540161.500000 Penalty: 5407.420898
	Iteration 9F: 3 clusters Score -7540162 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -7542308.500000 Penalty: 5407.420898
	Iteration 10F: 3 clusters Score -7542308 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -7544120.000000 Penalty: 5407.420898
	Iteration 11F: 3 clusters Score -7544120 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -7545466.000000 Penalty: 5407.420898
	Iteration 12Q: 3 clusters Score -7545466 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -7546338.000000 Penalty: 5407.420898
	Iteration 13Q: 3 clusters Score -7546338 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -7546899.500000 Penalty: 5407.420898
	Iteration 14Q: 3 clusters Score -7546900 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -7547315.500000 Penalty: 5407.420898
	Iteration 15Q: 3 clusters Score -7547316 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -7547675.500000 Penalty: 5407.420898
	Iteration 16Q: 3 clusters Score -7547676 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -7547957.500000 Penalty: 5407.420898
	Iteration 17Q: 3 clusters Score -7547958 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -7548298.000000 Penalty: 5407.420898
	Iteration 18Q: 3 clusters Score -7548298 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -7548649.000000 Penalty: 5407.420898
	Iteration 19Q: 3 clusters Score -7548649 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -7549022.000000 Penalty: 5407.420898
	Iteration 20F: 3 clusters Score -7549022 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -7549364.000000 Penalty: 5407.420898
	Iteration 21Q: 3 clusters Score -7549364 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -7549682.500000 Penalty: 5407.420898
	Iteration 22Q: 3 clusters Score -7549682 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -7549984.500000 Penalty: 5407.420898
	Iteration 23Q: 3 clusters Score -7549984 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50843 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -7550257.500000 Penalty: 5407.420898
	Iteration 24Q: 3 clusters Score -7550258 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -7550487.000000 Penalty: 5407.420898
	Iteration 25Q: 3 clusters Score -7550487 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -7550647.000000 Penalty: 5407.420898
	Iteration 26Q: 3 clusters Score -7550647 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52068 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -7550824.000000 Penalty: 5407.420898
	Iteration 27Q: 3 clusters Score -7550824 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -7550973.500000 Penalty: 5407.420898
	Iteration 28Q: 3 clusters Score -7550974 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7551087.000000 Penalty: 5407.420898
	Iteration 29Q: 3 clusters Score -7551087 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -7551180.500000 Penalty: 5407.420898
	Iteration 30Q: 3 clusters Score -7551180 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7551276.000000 Penalty: 5407.420898
	Iteration 31Q: 3 clusters Score -7551276 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -7551377.500000 Penalty: 5407.420898
	Iteration 32Q: 3 clusters Score -7551378 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7551453.500000 Penalty: 5407.420898
	Iteration 33Q: 3 clusters Score -7551454 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7551498.500000 Penalty: 5407.420898
	Iteration 34Q: 3 clusters Score -7551498 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7551519.000000 Penalty: 5407.420898
	Iteration 35Q: 3 clusters Score -7551519 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53342 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7551550.000000 Penalty: 5407.420898
	Iteration 36Q: 3 clusters Score -7551550 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53381 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -7551566.000000 Penalty: 5407.420898
	Iteration 37Q: 3 clusters Score -7551566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7551578.500000 Penalty: 5407.420898
	Iteration 38Q: 3 clusters Score -7551578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7551588.500000 Penalty: 5407.420898
	Iteration 39Q: 3 clusters Score -7551588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7551611.000000 Penalty: 5407.420898
	Iteration 40F: 3 clusters Score -7551611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7551613.500000 Penalty: 5407.420898
	Iteration 41Q: 3 clusters Score -7551614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7551624.000000 Penalty: 5407.420898
	Iteration 42Q: 3 clusters Score -7551624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7551634.000000 Penalty: 5407.420898
	Iteration 43Q: 3 clusters Score -7551634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7551638.000000 Penalty: 5407.420898
	Iteration 44Q: 3 clusters Score -7551638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7551633.500000 Penalty: 5407.420898
	Iteration 45Q: 3 clusters Score -7551634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53505 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7551637.000000 Penalty: 5407.420898
	Iteration 46Q: 3 clusters Score -7551637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7551642.500000 Penalty: 5407.420898
	Iteration 47Q: 3 clusters Score -7551642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7551643.500000 Penalty: 5407.420898
	Iteration 48Q: 3 clusters Score -7551644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7551651.500000 Penalty: 5407.420898
	Iteration 49Q: 3 clusters Score -7551652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53540 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7551655.500000 Penalty: 5407.420898
	Iteration 50Q: 3 clusters Score -7551656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53543 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7551662.000000 Penalty: 5407.420898
	Iteration 51Q: 3 clusters Score -7551662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53543 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7551660.000000 Penalty: 5407.420898
	Iteration 52Q: 3 clusters Score -7551660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7551660.000000 Penalty: 5407.420898
	Iteration 53Q: 3 clusters Score -7551660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53545 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7551659.000000 Penalty: 5407.420898
	Iteration 54Q: 3 clusters Score -7551659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -7551664.000000 Penalty: 5407.420898
	Iteration 55Q: 3 clusters Score -7551664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53548 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7551661.000000 Penalty: 5407.420898
	Iteration 56Q: 3 clusters Score -7551661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53549 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7551659.500000 Penalty: 5407.420898
	Iteration 57Q: 3 clusters Score -7551660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53549 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7551659.500000 Penalty: 5407.420898
	Iteration 58F: 3 clusters Score -7551660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (181340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181340 members 
Entering Unmasked Estep 
Score: -24874282.000000 Penalty: 3002.815918
	Iteration 0F: 2 clusters Score -2.487428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90628 members 
Mstep: Class 2 contains 90712 members 
Entering Unmasked Estep 
Score: -24756472.000000 Penalty: 6005.631836
	Iteration 0F: 3 clusters Score -2.475647e+07 nChanged 87060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89934 members 
Mstep: Class 2 contains 91406 members 
Entering Unmasked Estep 
Score: -24807584.000000 Penalty: 6005.631836
	Iteration 1F: 3 clusters Score -2.480758e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89291 members 
Mstep: Class 2 contains 92049 members 
Entering Unmasked Estep 
Score: -24808406.000000 Penalty: 6005.631836
	Iteration 2Q: 3 clusters Score -2.480841e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88345 members 
Mstep: Class 2 contains 92995 members 
Entering Unmasked Estep 
Score: -24809414.000000 Penalty: 6005.631836
	Iteration 3Q: 3 clusters Score -2.480941e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86933 members 
Mstep: Class 2 contains 94407 members 
Entering Unmasked Estep 
Score: -24811006.000000 Penalty: 6005.631836
	Iteration 4Q: 3 clusters Score -2.481101e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84875 members 
Mstep: Class 2 contains 96465 members 
Entering Unmasked Estep 
Score: -24812922.000000 Penalty: 6005.631836
	Iteration 5Q: 3 clusters Score -2.481292e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82023 members 
Mstep: Class 2 contains 99317 members 
Entering Unmasked Estep 
Score: -24815940.000000 Penalty: 6005.631836
	Iteration 6Q: 3 clusters Score -2.481594e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78328 members 
Mstep: Class 2 contains 103012 members 
Entering Unmasked Estep 
Score: -24820188.000000 Penalty: 6005.631836
	Iteration 7Q: 3 clusters Score -2.482019e+07 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73660 members 
Mstep: Class 2 contains 107680 members 
Entering Unmasked Estep 
Score: -24825508.000000 Penalty: 6005.631836
	Iteration 8F: 3 clusters Score -2.482551e+07 nChanged 10248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68634 members 
Mstep: Class 2 contains 112706 members 
Entering Unmasked Estep 
Score: -24832206.000000 Penalty: 6005.631836
	Iteration 9F: 3 clusters Score -2.483221e+07 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Mstep: Class 2 contains 117642 members 
Entering Unmasked Estep 
Score: -24839364.000000 Penalty: 6005.631836
	Iteration 10F: 3 clusters Score -2.483936e+07 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 121987 members 
Entering Unmasked Estep 
Score: -24844810.000000 Penalty: 6005.631836
	Iteration 11F: 3 clusters Score -2.484481e+07 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 125808 members 
Entering Unmasked Estep 
Score: -24847946.000000 Penalty: 6005.631836
	Iteration 12Q: 3 clusters Score -2.484795e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 129079 members 
Entering Unmasked Estep 
Score: -24849742.000000 Penalty: 6005.631836
	Iteration 13Q: 3 clusters Score -2.484974e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 132102 members 
Entering Unmasked Estep 
Score: -24850790.000000 Penalty: 6005.631836
	Iteration 14Q: 3 clusters Score -2.485079e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 135080 members 
Entering Unmasked Estep 
Score: -24851910.000000 Penalty: 6005.631836
	Iteration 15Q: 3 clusters Score -2.485191e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 138192 members 
Entering Unmasked Estep 
Score: -24852832.000000 Penalty: 6005.631836
	Iteration 16Q: 3 clusters Score -2.485283e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 141328 members 
Entering Unmasked Estep 
Score: -24853920.000000 Penalty: 6005.631836
	Iteration 17Q: 3 clusters Score -2.485392e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 144702 members 
Entering Unmasked Estep 
Score: -24855102.000000 Penalty: 6005.631836
	Iteration 18Q: 3 clusters Score -2.48551e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 148268 members 
Entering Unmasked Estep 
Score: -24856468.000000 Penalty: 6005.631836
	Iteration 19Q: 3 clusters Score -2.485647e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 152012 members 
Entering Unmasked Estep 
Score: -24858176.000000 Penalty: 6005.631836
	Iteration 20F: 3 clusters Score -2.485818e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 155896 members 
Entering Unmasked Estep 
Score: -24860012.000000 Penalty: 6005.631836
	Iteration 21Q: 3 clusters Score -2.486001e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 159854 members 
Entering Unmasked Estep 
Score: -24861844.000000 Penalty: 6005.631836
	Iteration 22Q: 3 clusters Score -2.486184e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 163800 members 
Entering Unmasked Estep 
Score: -24863700.000000 Penalty: 6005.631836
	Iteration 23Q: 3 clusters Score -2.48637e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 167541 members 
Entering Unmasked Estep 
Score: -24865358.000000 Penalty: 6005.631836
	Iteration 24Q: 3 clusters Score -2.486536e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 170985 members 
Entering Unmasked Estep 
Score: -24867162.000000 Penalty: 6005.631836
	Iteration 25Q: 3 clusters Score -2.486716e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 173855 members 
Entering Unmasked Estep 
Score: -24868528.000000 Penalty: 6005.631836
	Iteration 26Q: 3 clusters Score -2.486853e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 176113 members 
Entering Unmasked Estep 
Score: -24869536.000000 Penalty: 6005.631836
	Iteration 27Q: 3 clusters Score -2.486954e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 177768 members 
Entering Unmasked Estep 
Score: -24870368.000000 Penalty: 6005.631836
	Iteration 28Q: 3 clusters Score -2.487037e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 178909 members 
Entering Unmasked Estep 
Score: -24870874.000000 Penalty: 6005.631836
	Iteration 29Q: 3 clusters Score -2.487087e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 179613 members 
Entering Unmasked Estep 
Score: -24871158.000000 Penalty: 6005.631836
	Iteration 30Q: 3 clusters Score -2.487116e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 180024 members 
Entering Unmasked Estep 
Score: -24871306.000000 Penalty: 6005.631836
	Iteration 31Q: 3 clusters Score -2.487131e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 180296 members 
Entering Unmasked Estep 
Score: -24871448.000000 Penalty: 6005.631836
	Iteration 32Q: 3 clusters Score -2.487145e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 180454 members 
Entering Unmasked Estep 
Score: -24871534.000000 Penalty: 6005.631836
	Iteration 33Q: 3 clusters Score -2.487153e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 180550 members 
Entering Unmasked Estep 
Score: -24871630.000000 Penalty: 6005.631836
	Iteration 34Q: 3 clusters Score -2.487163e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 180610 members 
Entering Unmasked Estep 
Score: -24871640.000000 Penalty: 6005.631836
	Iteration 35Q: 3 clusters Score -2.487164e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 180655 members 
Entering Unmasked Estep 
Score: -24871658.000000 Penalty: 6005.631836
	Iteration 36Q: 3 clusters Score -2.487166e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 180693 members 
Entering Unmasked Estep 
Score: -24871688.000000 Penalty: 6005.631836
	Iteration 37Q: 3 clusters Score -2.487169e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 180715 members 
Entering Unmasked Estep 
Score: -24871684.000000 Penalty: 6005.631836
	Iteration 38Q: 3 clusters Score -2.487168e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 180727 members 
Entering Unmasked Estep 
Score: -24871688.000000 Penalty: 6005.631836
	Iteration 39Q: 3 clusters Score -2.487169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 180739 members 
Entering Unmasked Estep 
Score: -24871692.000000 Penalty: 6005.631836
	Iteration 40F: 3 clusters Score -2.487169e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 180751 members 
Entering Unmasked Estep 
Score: -24871704.000000 Penalty: 6005.631836
	Iteration 41Q: 3 clusters Score -2.48717e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 180764 members 
Entering Unmasked Estep 
Score: -24871716.000000 Penalty: 6005.631836
	Iteration 42Q: 3 clusters Score -2.487172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 180777 members 
Entering Unmasked Estep 
Score: -24871722.000000 Penalty: 6005.631836
	Iteration 43Q: 3 clusters Score -2.487172e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 180792 members 
Entering Unmasked Estep 
Score: -24871748.000000 Penalty: 6005.631836
	Iteration 44Q: 3 clusters Score -2.487175e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 180796 members 
Entering Unmasked Estep 
Score: -24871764.000000 Penalty: 6005.631836
	Iteration 45Q: 3 clusters Score -2.487176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 180802 members 
Entering Unmasked Estep 
Score: -24871768.000000 Penalty: 6005.631836
	Iteration 46Q: 3 clusters Score -2.487177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 180805 members 
Entering Unmasked Estep 
Score: -24871770.000000 Penalty: 6005.631836
	Iteration 47Q: 3 clusters Score -2.487177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 180809 members 
Entering Unmasked Estep 
Score: -24871762.000000 Penalty: 6005.631836
	Iteration 48Q: 3 clusters Score -2.487176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 180811 members 
Entering Unmasked Estep 
Score: -24871780.000000 Penalty: 6005.631836
	Iteration 49Q: 3 clusters Score -2.487178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 180813 members 
Entering Unmasked Estep 
Score: -24871786.000000 Penalty: 6005.631836
	Iteration 50Q: 3 clusters Score -2.487179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 180813 members 
Entering Unmasked Estep 
Score: -24871786.000000 Penalty: 6005.631836
	Iteration 51F: 3 clusters Score -2.487179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Entering Unmasked Estep 
Score: -123143.976562 Penalty: 1704.287720
	Iteration 0F: 2 clusters Score -123144 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 492 members 
Entering Unmasked Estep 
Score: -121204.867188 Penalty: 3408.575439
	Iteration 0F: 3 clusters Score -121204.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -121461.179688 Penalty: 3408.575439
	Iteration 1F: 3 clusters Score -121461.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -121529.093750 Penalty: 3408.575439
	Iteration 2F: 3 clusters Score -121529.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -121576.632812 Penalty: 3408.575439
	Iteration 3Q: 3 clusters Score -121576.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -121618.945312 Penalty: 3408.575439
	Iteration 4Q: 3 clusters Score -121618.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -121644.320312 Penalty: 3408.575439
	Iteration 5Q: 3 clusters Score -121644.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -121666.921875 Penalty: 3408.575439
	Iteration 6Q: 3 clusters Score -121666.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -121679.570312 Penalty: 3408.575439
	Iteration 7Q: 3 clusters Score -121679.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -121689.625000 Penalty: 3408.575439
	Iteration 8Q: 3 clusters Score -121689.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -121701.937500 Penalty: 3408.575439
	Iteration 9Q: 3 clusters Score -121701.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -121711.562500 Penalty: 3408.575439
	Iteration 10Q: 3 clusters Score -121711.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -121720.625000 Penalty: 3408.575439
	Iteration 11Q: 3 clusters Score -121720.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -121729.039062 Penalty: 3408.575439
	Iteration 12Q: 3 clusters Score -121729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -121729.679688 Penalty: 3408.575439
	Iteration 13Q: 3 clusters Score -121729.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -121729.679688 Penalty: 3408.575439
	Iteration 14F: 3 clusters Score -121729.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (73819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73819 members 
Entering Unmasked Estep 
Score: -10191613.000000 Penalty: 2779.924072
	Iteration 0F: 2 clusters Score -1.019161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -10141938.000000 Penalty: 5559.848145
	Iteration 0F: 3 clusters Score -1.014194e+07 nChanged 34699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -10161712.000000 Penalty: 5559.848145
	Iteration 1F: 3 clusters Score -1.016171e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -10162353.000000 Penalty: 5559.848145
	Iteration 2Q: 3 clusters Score -1.016235e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -10163185.000000 Penalty: 5559.848145
	Iteration 3Q: 3 clusters Score -1.016318e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -10164274.000000 Penalty: 5559.848145
	Iteration 4Q: 3 clusters Score -1.016427e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -10166016.000000 Penalty: 5559.848145
	Iteration 5Q: 3 clusters Score -1.016602e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52500 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -10169344.000000 Penalty: 5559.848145
	Iteration 6F: 3 clusters Score -1.016934e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -10174288.000000 Penalty: 5559.848145
	Iteration 7F: 3 clusters Score -1.017429e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64692 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -10180321.000000 Penalty: 5559.848145
	Iteration 8F: 3 clusters Score -1.018032e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69547 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -10185125.000000 Penalty: 5559.848145
	Iteration 9F: 3 clusters Score -1.018512e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72150 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -10187606.000000 Penalty: 5559.848145
	Iteration 10Q: 3 clusters Score -1.018761e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73114 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -10188516.000000 Penalty: 5559.848145
	Iteration 11Q: 3 clusters Score -1.018852e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73425 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -10188872.000000 Penalty: 5559.848145
	Iteration 12Q: 3 clusters Score -1.018887e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73519 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -10188994.000000 Penalty: 5559.848145
	Iteration 13Q: 3 clusters Score -1.018899e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73555 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10189057.000000 Penalty: 5559.848145
	Iteration 14Q: 3 clusters Score -1.018906e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73567 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -10189088.000000 Penalty: 5559.848145
	Iteration 15Q: 3 clusters Score -1.018909e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73574 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10189104.000000 Penalty: 5559.848145
	Iteration 16Q: 3 clusters Score -1.01891e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73580 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -10189130.000000 Penalty: 5559.848145
	Iteration 17Q: 3 clusters Score -1.018913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73587 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -10189140.000000 Penalty: 5559.848145
	Iteration 18Q: 3 clusters Score -1.018914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73588 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10189156.000000 Penalty: 5559.848145
	Iteration 19Q: 3 clusters Score -1.018916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73592 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10189165.000000 Penalty: 5559.848145
	Iteration 20F: 3 clusters Score -1.018916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73592 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10189168.000000 Penalty: 5559.848145
	Iteration 21Q: 3 clusters Score -1.018917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73592 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10189168.000000 Penalty: 5559.848145
	Iteration 22F: 3 clusters Score -1.018917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 74581 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 8 contains 57029 members 
Mstep: Class 9 contains 14003 members 
Mstep: Class 10 contains 163300 members 
Mstep: Class 11 contains 18805 members 
Mstep: Class 12 contains 150900 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38107 members 
Mstep: Class 17 contains 24419 members 
Mstep: Class 18 contains 54288 members 
Mstep: Class 19 contains 181340 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104736.000000 Penalty: 54213.273438
Iteration 319Q: 17 clusters Score -1.161047e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 74513 members 
Mstep: Class 4 contains 4324 members 
Mstep: Class 8 contains 57043 members 
Mstep: Class 9 contains 14001 members 
Mstep: Class 10 contains 163279 members 
Mstep: Class 11 contains 18805 members 
Mstep: Class 12 contains 150937 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38104 members 
Mstep: Class 17 contains 24420 members 
Mstep: Class 18 contains 54289 members 
Mstep: Class 19 contains 181348 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104824.000000 Penalty: 54213.273438
Iteration 320F: 17 clusters Score -1.161048e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 74450 members 
Mstep: Class 4 contains 4326 members 
Mstep: Class 8 contains 57056 members 
Mstep: Class 9 contains 14000 members 
Mstep: Class 10 contains 163245 members 
Mstep: Class 11 contains 18806 members 
Mstep: Class 12 contains 150971 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38112 members 
Mstep: Class 17 contains 24430 members 
Mstep: Class 18 contains 54298 members 
Mstep: Class 19 contains 181349 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104824.000000 Penalty: 54213.273438
Iteration 321Q: 17 clusters Score -1.161048e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 74389 members 
Mstep: Class 4 contains 4328 members 
Mstep: Class 8 contains 57068 members 
Mstep: Class 9 contains 13996 members 
Mstep: Class 10 contains 163212 members 
Mstep: Class 11 contains 18803 members 
Mstep: Class 12 contains 151006 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38114 members 
Mstep: Class 17 contains 24443 members 
Mstep: Class 18 contains 54304 members 
Mstep: Class 19 contains 181349 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104960.000000 Penalty: 54213.273438
Iteration 322Q: 17 clusters Score -1.16105e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 74313 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 8 contains 57082 members 
Mstep: Class 9 contains 13993 members 
Mstep: Class 10 contains 163195 members 
Mstep: Class 11 contains 18805 members 
Mstep: Class 12 contains 151063 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38104 members 
Mstep: Class 17 contains 24449 members 
Mstep: Class 18 contains 54308 members 
Mstep: Class 19 contains 181335 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104920.000000 Penalty: 54213.273438
Iteration 323Q: 17 clusters Score -1.161049e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 74246 members 
Mstep: Class 4 contains 4334 members 
Mstep: Class 8 contains 57095 members 
Mstep: Class 9 contains 13992 members 
Mstep: Class 10 contains 163168 members 
Mstep: Class 11 contains 18814 members 
Mstep: Class 12 contains 151101 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38097 members 
Mstep: Class 17 contains 24460 members 
Mstep: Class 18 contains 54309 members 
Mstep: Class 19 contains 181333 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104880.000000 Penalty: 54213.273438
Iteration 324Q: 17 clusters Score -1.161049e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 74179 members 
Mstep: Class 4 contains 4336 members 
Mstep: Class 8 contains 57107 members 
Mstep: Class 9 contains 13991 members 
Mstep: Class 10 contains 163128 members 
Mstep: Class 11 contains 18814 members 
Mstep: Class 12 contains 151153 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38092 members 
Mstep: Class 17 contains 24467 members 
Mstep: Class 18 contains 54315 members 
Mstep: Class 19 contains 181338 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 73993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104888.000000 Penalty: 54213.273438
Iteration 325Q: 17 clusters Score -1.161049e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 74110 members 
Mstep: Class 4 contains 4338 members 
Mstep: Class 8 contains 57108 members 
Mstep: Class 9 contains 13993 members 
Mstep: Class 10 contains 163085 members 
Mstep: Class 11 contains 18822 members 
Mstep: Class 12 contains 151180 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38089 members 
Mstep: Class 17 contains 24478 members 
Mstep: Class 18 contains 54324 members 
Mstep: Class 19 contains 181355 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104944.000000 Penalty: 54213.273438
Iteration 326Q: 17 clusters Score -1.161049e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 74053 members 
Mstep: Class 4 contains 4339 members 
Mstep: Class 8 contains 57123 members 
Mstep: Class 9 contains 13993 members 
Mstep: Class 10 contains 163056 members 
Mstep: Class 11 contains 18832 members 
Mstep: Class 12 contains 151198 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38086 members 
Mstep: Class 17 contains 24478 members 
Mstep: Class 18 contains 54327 members 
Mstep: Class 19 contains 181360 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104920.000000 Penalty: 54213.273438
Iteration 327Q: 17 clusters Score -1.161049e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 73980 members 
Mstep: Class 4 contains 4340 members 
Mstep: Class 8 contains 57131 members 
Mstep: Class 9 contains 13996 members 
Mstep: Class 10 contains 163000 members 
Mstep: Class 11 contains 18834 members 
Mstep: Class 12 contains 151203 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38078 members 
Mstep: Class 17 contains 24483 members 
Mstep: Class 18 contains 54329 members 
Mstep: Class 19 contains 181417 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104688.000000 Penalty: 54213.273438
Iteration 328Q: 17 clusters Score -1.161047e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 73920 members 
Mstep: Class 4 contains 4342 members 
Mstep: Class 8 contains 57140 members 
Mstep: Class 9 contains 13997 members 
Mstep: Class 10 contains 162944 members 
Mstep: Class 11 contains 18838 members 
Mstep: Class 12 contains 151194 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38070 members 
Mstep: Class 17 contains 24487 members 
Mstep: Class 18 contains 54330 members 
Mstep: Class 19 contains 181498 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104792.000000 Penalty: 54213.273438
Iteration 329Q: 17 clusters Score -1.161048e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 73856 members 
Mstep: Class 4 contains 4344 members 
Mstep: Class 8 contains 57155 members 
Mstep: Class 9 contains 13997 members 
Mstep: Class 10 contains 162902 members 
Mstep: Class 11 contains 18840 members 
Mstep: Class 12 contains 151191 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38065 members 
Mstep: Class 17 contains 24492 members 
Mstep: Class 18 contains 54342 members 
Mstep: Class 19 contains 181545 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104616.000000 Penalty: 54213.273438
Iteration 330Q: 17 clusters Score -1.161046e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 73783 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 8 contains 57169 members 
Mstep: Class 9 contains 13995 members 
Mstep: Class 10 contains 162878 members 
Mstep: Class 11 contains 18842 members 
Mstep: Class 12 contains 151205 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38062 members 
Mstep: Class 17 contains 24487 members 
Mstep: Class 18 contains 54350 members 
Mstep: Class 19 contains 181575 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104752.000000 Penalty: 54213.273438
Iteration 331Q: 17 clusters Score -1.161048e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 73700 members 
Mstep: Class 4 contains 4346 members 
Mstep: Class 8 contains 57171 members 
Mstep: Class 9 contains 14001 members 
Mstep: Class 10 contains 162846 members 
Mstep: Class 11 contains 18843 members 
Mstep: Class 12 contains 151248 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38059 members 
Mstep: Class 17 contains 24490 members 
Mstep: Class 18 contains 54358 members 
Mstep: Class 19 contains 181603 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104568.000000 Penalty: 54213.273438
Iteration 332Q: 17 clusters Score -1.161046e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 73613 members 
Mstep: Class 4 contains 4348 members 
Mstep: Class 8 contains 57182 members 
Mstep: Class 9 contains 14004 members 
Mstep: Class 10 contains 162820 members 
Mstep: Class 11 contains 18846 members 
Mstep: Class 12 contains 151281 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38061 members 
Mstep: Class 17 contains 24495 members 
Mstep: Class 18 contains 54362 members 
Mstep: Class 19 contains 181616 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 74287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104608.000000 Penalty: 54213.273438
Iteration 333Q: 17 clusters Score -1.161046e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 73539 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 8 contains 57199 members 
Mstep: Class 9 contains 14001 members 
Mstep: Class 10 contains 162790 members 
Mstep: Class 11 contains 18847 members 
Mstep: Class 12 contains 151316 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38055 members 
Mstep: Class 17 contains 24496 members 
Mstep: Class 18 contains 54364 members 
Mstep: Class 19 contains 181625 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 74334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104456.000000 Penalty: 54213.273438
Iteration 334Q: 17 clusters Score -1.161045e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 73459 members 
Mstep: Class 4 contains 4350 members 
Mstep: Class 8 contains 57213 members 
Mstep: Class 9 contains 14001 members 
Mstep: Class 10 contains 162751 members 
Mstep: Class 11 contains 18856 members 
Mstep: Class 12 contains 151370 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38047 members 
Mstep: Class 17 contains 24495 members 
Mstep: Class 18 contains 54361 members 
Mstep: Class 19 contains 181641 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 74371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104576.000000 Penalty: 54213.273438
Iteration 335Q: 17 clusters Score -1.161046e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 73377 members 
Mstep: Class 4 contains 4351 members 
Mstep: Class 8 contains 57227 members 
Mstep: Class 9 contains 14000 members 
Mstep: Class 10 contains 162726 members 
Mstep: Class 11 contains 18864 members 
Mstep: Class 12 contains 151400 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38047 members 
Mstep: Class 17 contains 24494 members 
Mstep: Class 18 contains 54358 members 
Mstep: Class 19 contains 181660 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 74411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104536.000000 Penalty: 54213.273438
Iteration 336Q: 17 clusters Score -1.161045e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 73300 members 
Mstep: Class 4 contains 4352 members 
Mstep: Class 8 contains 57244 members 
Mstep: Class 9 contains 13999 members 
Mstep: Class 10 contains 162700 members 
Mstep: Class 11 contains 18868 members 
Mstep: Class 12 contains 151430 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38052 members 
Mstep: Class 17 contains 24488 members 
Mstep: Class 18 contains 54356 members 
Mstep: Class 19 contains 181676 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104416.000000 Penalty: 54213.273438
Iteration 337Q: 17 clusters Score -1.161044e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 73234 members 
Mstep: Class 4 contains 4353 members 
Mstep: Class 8 contains 57258 members 
Mstep: Class 9 contains 14000 members 
Mstep: Class 10 contains 162677 members 
Mstep: Class 11 contains 18867 members 
Mstep: Class 12 contains 151448 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38049 members 
Mstep: Class 17 contains 24486 members 
Mstep: Class 18 contains 54346 members 
Mstep: Class 19 contains 181710 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104480.000000 Penalty: 54213.273438
Iteration 338Q: 17 clusters Score -1.161045e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 73171 members 
Mstep: Class 4 contains 4353 members 
Mstep: Class 8 contains 57272 members 
Mstep: Class 9 contains 14001 members 
Mstep: Class 10 contains 162668 members 
Mstep: Class 11 contains 18863 members 
Mstep: Class 12 contains 151452 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38045 members 
Mstep: Class 17 contains 24487 members 
Mstep: Class 18 contains 54349 members 
Mstep: Class 19 contains 181737 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104488.000000 Penalty: 54213.273438
Iteration 339Q: 17 clusters Score -1.161045e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 73080 members 
Mstep: Class 4 contains 4353 members 
Mstep: Class 8 contains 57275 members 
Mstep: Class 9 contains 14004 members 
Mstep: Class 10 contains 162644 members 
Mstep: Class 11 contains 18859 members 
Mstep: Class 12 contains 151446 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38042 members 
Mstep: Class 17 contains 24484 members 
Mstep: Class 18 contains 54350 members 
Mstep: Class 19 contains 181820 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104536.000000 Penalty: 54213.273438
Iteration 340F: 17 clusters Score -1.161045e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 72995 members 
Mstep: Class 4 contains 4353 members 
Mstep: Class 8 contains 57283 members 
Mstep: Class 9 contains 13999 members 
Mstep: Class 10 contains 162610 members 
Mstep: Class 11 contains 18865 members 
Mstep: Class 12 contains 151431 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38040 members 
Mstep: Class 17 contains 24481 members 
Mstep: Class 18 contains 54359 members 
Mstep: Class 19 contains 181900 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104400.000000 Penalty: 54213.273438
Iteration 341Q: 17 clusters Score -1.161044e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 72910 members 
Mstep: Class 4 contains 4353 members 
Mstep: Class 8 contains 57290 members 
Mstep: Class 9 contains 13995 members 
Mstep: Class 10 contains 162572 members 
Mstep: Class 11 contains 18868 members 
Mstep: Class 12 contains 151410 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38045 members 
Mstep: Class 17 contains 24485 members 
Mstep: Class 18 contains 54368 members 
Mstep: Class 19 contains 181996 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104208.000000 Penalty: 54213.273438
Iteration 342Q: 17 clusters Score -1.161042e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 72827 members 
Mstep: Class 4 contains 4353 members 
Mstep: Class 8 contains 57290 members 
Mstep: Class 9 contains 13987 members 
Mstep: Class 10 contains 162538 members 
Mstep: Class 11 contains 18871 members 
Mstep: Class 12 contains 151427 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38051 members 
Mstep: Class 17 contains 24484 members 
Mstep: Class 18 contains 54379 members 
Mstep: Class 19 contains 182053 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104320.000000 Penalty: 54213.273438
Iteration 343Q: 17 clusters Score -1.161043e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 72746 members 
Mstep: Class 4 contains 4353 members 
Mstep: Class 8 contains 57292 members 
Mstep: Class 9 contains 13986 members 
Mstep: Class 10 contains 162505 members 
Mstep: Class 11 contains 18868 members 
Mstep: Class 12 contains 151458 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38056 members 
Mstep: Class 17 contains 24485 members 
Mstep: Class 18 contains 54388 members 
Mstep: Class 19 contains 182090 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104384.000000 Penalty: 54213.273438
Iteration 344Q: 17 clusters Score -1.161044e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 72681 members 
Mstep: Class 4 contains 4353 members 
Mstep: Class 8 contains 57301 members 
Mstep: Class 9 contains 13988 members 
Mstep: Class 10 contains 162457 members 
Mstep: Class 11 contains 18871 members 
Mstep: Class 12 contains 151487 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38050 members 
Mstep: Class 17 contains 24487 members 
Mstep: Class 18 contains 54398 members 
Mstep: Class 19 contains 182116 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104360.000000 Penalty: 54213.273438
Iteration 345Q: 17 clusters Score -1.161044e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 72620 members 
Mstep: Class 4 contains 4354 members 
Mstep: Class 8 contains 57317 members 
Mstep: Class 9 contains 13985 members 
Mstep: Class 10 contains 162407 members 
Mstep: Class 11 contains 18875 members 
Mstep: Class 12 contains 151496 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38048 members 
Mstep: Class 17 contains 24490 members 
Mstep: Class 18 contains 54415 members 
Mstep: Class 19 contains 182144 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104232.000000 Penalty: 54213.273438
Iteration 346Q: 17 clusters Score -1.161042e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 72552 members 
Mstep: Class 4 contains 4356 members 
Mstep: Class 8 contains 57336 members 
Mstep: Class 9 contains 13980 members 
Mstep: Class 10 contains 162355 members 
Mstep: Class 11 contains 18880 members 
Mstep: Class 12 contains 151494 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38047 members 
Mstep: Class 17 contains 24499 members 
Mstep: Class 18 contains 54425 members 
Mstep: Class 19 contains 182188 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104440.000000 Penalty: 54213.273438
Iteration 347Q: 17 clusters Score -1.161044e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 72482 members 
Mstep: Class 4 contains 4356 members 
Mstep: Class 8 contains 57345 members 
Mstep: Class 9 contains 13976 members 
Mstep: Class 10 contains 162324 members 
Mstep: Class 11 contains 18880 members 
Mstep: Class 12 contains 151492 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38046 members 
Mstep: Class 17 contains 24499 members 
Mstep: Class 18 contains 54428 members 
Mstep: Class 19 contains 182253 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104432.000000 Penalty: 54213.273438
Iteration 348Q: 17 clusters Score -1.161044e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 72410 members 
Mstep: Class 4 contains 4356 members 
Mstep: Class 8 contains 57356 members 
Mstep: Class 9 contains 13972 members 
Mstep: Class 10 contains 162290 members 
Mstep: Class 11 contains 18877 members 
Mstep: Class 12 contains 151511 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38057 members 
Mstep: Class 17 contains 24499 members 
Mstep: Class 18 contains 54432 members 
Mstep: Class 19 contains 182300 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104424.000000 Penalty: 54213.273438
Iteration 349Q: 17 clusters Score -1.161044e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 72326 members 
Mstep: Class 4 contains 4358 members 
Mstep: Class 8 contains 57362 members 
Mstep: Class 9 contains 13968 members 
Mstep: Class 10 contains 162263 members 
Mstep: Class 11 contains 18878 members 
Mstep: Class 12 contains 151532 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38057 members 
Mstep: Class 17 contains 24501 members 
Mstep: Class 18 contains 54436 members 
Mstep: Class 19 contains 182357 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104408.000000 Penalty: 54213.273438
Iteration 350Q: 17 clusters Score -1.161044e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 72241 members 
Mstep: Class 4 contains 4359 members 
Mstep: Class 8 contains 57378 members 
Mstep: Class 9 contains 13966 members 
Mstep: Class 10 contains 162254 members 
Mstep: Class 11 contains 18878 members 
Mstep: Class 12 contains 151523 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38063 members 
Mstep: Class 17 contains 24498 members 
Mstep: Class 18 contains 54444 members 
Mstep: Class 19 contains 182412 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104528.000000 Penalty: 54213.273438
Iteration 351Q: 17 clusters Score -1.161045e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 72163 members 
Mstep: Class 4 contains 4359 members 
Mstep: Class 8 contains 57387 members 
Mstep: Class 9 contains 13966 members 
Mstep: Class 10 contains 162257 members 
Mstep: Class 11 contains 18875 members 
Mstep: Class 12 contains 151523 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38059 members 
Mstep: Class 17 contains 24495 members 
Mstep: Class 18 contains 54441 members 
Mstep: Class 19 contains 182473 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104424.000000 Penalty: 54213.273438
Iteration 352Q: 17 clusters Score -1.161044e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 72095 members 
Mstep: Class 4 contains 4359 members 
Mstep: Class 8 contains 57400 members 
Mstep: Class 9 contains 13966 members 
Mstep: Class 10 contains 162254 members 
Mstep: Class 11 contains 18873 members 
Mstep: Class 12 contains 151506 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38060 members 
Mstep: Class 17 contains 24497 members 
Mstep: Class 18 contains 54447 members 
Mstep: Class 19 contains 182521 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104440.000000 Penalty: 54213.273438
Iteration 353Q: 17 clusters Score -1.161044e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 72033 members 
Mstep: Class 4 contains 4359 members 
Mstep: Class 8 contains 57409 members 
Mstep: Class 9 contains 13967 members 
Mstep: Class 10 contains 162255 members 
Mstep: Class 11 contains 18868 members 
Mstep: Class 12 contains 151500 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38060 members 
Mstep: Class 17 contains 24505 members 
Mstep: Class 18 contains 54448 members 
Mstep: Class 19 contains 182548 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104504.000000 Penalty: 54213.273438
Iteration 354Q: 17 clusters Score -1.161045e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71975 members 
Mstep: Class 4 contains 4359 members 
Mstep: Class 8 contains 57417 members 
Mstep: Class 9 contains 13967 members 
Mstep: Class 10 contains 162265 members 
Mstep: Class 11 contains 18865 members 
Mstep: Class 12 contains 151498 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38059 members 
Mstep: Class 17 contains 24501 members 
Mstep: Class 18 contains 54453 members 
Mstep: Class 19 contains 182570 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 74987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104504.000000 Penalty: 54213.273438
Iteration 355Q: 17 clusters Score -1.161045e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71930 members 
Mstep: Class 4 contains 4359 members 
Mstep: Class 8 contains 57418 members 
Mstep: Class 9 contains 13960 members 
Mstep: Class 10 contains 162259 members 
Mstep: Class 11 contains 18861 members 
Mstep: Class 12 contains 151532 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38056 members 
Mstep: Class 17 contains 24500 members 
Mstep: Class 18 contains 54455 members 
Mstep: Class 19 contains 182586 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104480.000000 Penalty: 54213.273438
Iteration 356Q: 17 clusters Score -1.161045e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71880 members 
Mstep: Class 4 contains 4360 members 
Mstep: Class 8 contains 57425 members 
Mstep: Class 9 contains 13954 members 
Mstep: Class 10 contains 162259 members 
Mstep: Class 11 contains 18862 members 
Mstep: Class 12 contains 151569 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38054 members 
Mstep: Class 17 contains 24503 members 
Mstep: Class 18 contains 54459 members 
Mstep: Class 19 contains 182578 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104648.000000 Penalty: 54213.273438
Iteration 357Q: 17 clusters Score -1.161046e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71825 members 
Mstep: Class 4 contains 4364 members 
Mstep: Class 8 contains 57428 members 
Mstep: Class 9 contains 13954 members 
Mstep: Class 10 contains 162245 members 
Mstep: Class 11 contains 18860 members 
Mstep: Class 12 contains 151622 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38049 members 
Mstep: Class 17 contains 24505 members 
Mstep: Class 18 contains 54465 members 
Mstep: Class 19 contains 182579 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104888.000000 Penalty: 54213.273438
Iteration 358Q: 17 clusters Score -1.161049e+08 nChanged 327
Entering ConstructFrom: 
Score: -116104888.000000 Penalty: 54213.273438
Entering ConstructFrom: 
Trying to split cluster 1 (1218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Entering Unmasked Estep 
Score: -159083.125000 Penalty: 1762.031372
	Iteration 0F: 2 clusters Score -159083.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -156968.171875 Penalty: 3524.062744
	Iteration 0F: 3 clusters Score -156968.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -157268.500000 Penalty: 3524.062744
	Iteration 1F: 3 clusters Score -157268.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -157377.781250 Penalty: 3524.062744
	Iteration 2F: 3 clusters Score -157377.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -157439.812500 Penalty: 3524.062744
	Iteration 3Q: 3 clusters Score -157439.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -157483.671875 Penalty: 3524.062744
	Iteration 4Q: 3 clusters Score -157483.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -157518.343750 Penalty: 3524.062744
	Iteration 5Q: 3 clusters Score -157518.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -157539.625000 Penalty: 3524.062744
	Iteration 6Q: 3 clusters Score -157539.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -157555.625000 Penalty: 3524.062744
	Iteration 7Q: 3 clusters Score -157555.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -157572.796875 Penalty: 3524.062744
	Iteration 8Q: 3 clusters Score -157572.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -157590.656250 Penalty: 3524.062744
	Iteration 9Q: 3 clusters Score -157590.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -157611.218750 Penalty: 3524.062744
	Iteration 10Q: 3 clusters Score -157611.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -157641.171875 Penalty: 3524.062744
	Iteration 11Q: 3 clusters Score -157641.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -157667.593750 Penalty: 3524.062744
	Iteration 12Q: 3 clusters Score -157667.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -157687.906250 Penalty: 3524.062744
	Iteration 13Q: 3 clusters Score -157687.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -157704.593750 Penalty: 3524.062744
	Iteration 14Q: 3 clusters Score -157704.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -157714.843750 Penalty: 3524.062744
	Iteration 15Q: 3 clusters Score -157714.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -157720.421875 Penalty: 3524.062744
	Iteration 16Q: 3 clusters Score -157720.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -157726.031250 Penalty: 3524.062744
	Iteration 17Q: 3 clusters Score -157726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -157732.593750 Penalty: 3524.062744
	Iteration 18Q: 3 clusters Score -157732.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -157742.718750 Penalty: 3524.062744
	Iteration 19Q: 3 clusters Score -157742.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -157753.687500 Penalty: 3524.062744
	Iteration 20F: 3 clusters Score -157753.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -157758.734375 Penalty: 3524.062744
	Iteration 21Q: 3 clusters Score -157758.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -157764.093750 Penalty: 3524.062744
	Iteration 22Q: 3 clusters Score -157764.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -157765.921875 Penalty: 3524.062744
	Iteration 23Q: 3 clusters Score -157765.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -157766.828125 Penalty: 3524.062744
	Iteration 24Q: 3 clusters Score -157766.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -157766.828125 Penalty: 3524.062744
	Iteration 25F: 3 clusters Score -157766.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (71773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71773 members 
Entering Unmasked Estep 
Score: -9941856.000000 Penalty: 2772.953369
	Iteration 0F: 2 clusters Score -9941856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -9893797.000000 Penalty: 5545.906738
	Iteration 0F: 3 clusters Score -9893797 nChanged 33730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -9912233.000000 Penalty: 5545.906738
	Iteration 1F: 3 clusters Score -9912233 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -9912648.000000 Penalty: 5545.906738
	Iteration 2Q: 3 clusters Score -9912648 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -9913245.000000 Penalty: 5545.906738
	Iteration 3Q: 3 clusters Score -9913245 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -9913748.000000 Penalty: 5545.906738
	Iteration 4Q: 3 clusters Score -9913748 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -9914363.000000 Penalty: 5545.906738
	Iteration 5Q: 3 clusters Score -9914363 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -9915183.000000 Penalty: 5545.906738
	Iteration 6Q: 3 clusters Score -9915183 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -9916545.000000 Penalty: 5545.906738
	Iteration 7Q: 3 clusters Score -9916545 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -9919034.000000 Penalty: 5545.906738
	Iteration 8F: 3 clusters Score -9919034 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -9922748.000000 Penalty: 5545.906738
	Iteration 9F: 3 clusters Score -9922748 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -9927952.000000 Penalty: 5545.906738
	Iteration 10F: 3 clusters Score -9927952 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 65047 members 
Entering Unmasked Estep 
Score: -9933212.000000 Penalty: 5545.906738
	Iteration 11F: 3 clusters Score -9933212 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 68639 members 
Entering Unmasked Estep 
Score: -9936720.000000 Penalty: 5545.906738
	Iteration 12F: 3 clusters Score -9936720 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 70373 members 
Entering Unmasked Estep 
Score: -9938382.000000 Penalty: 5545.906738
	Iteration 13Q: 3 clusters Score -9938382 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 71042 members 
Entering Unmasked Estep 
Score: -9938972.000000 Penalty: 5545.906738
	Iteration 14Q: 3 clusters Score -9938972 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
Score: -9939200.000000 Penalty: 5545.906738
	Iteration 15Q: 3 clusters Score -9939200 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 71357 members 
Entering Unmasked Estep 
Score: -9939292.000000 Penalty: 5545.906738
	Iteration 16Q: 3 clusters Score -9939292 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 71397 members 
Entering Unmasked Estep 
Score: -9939367.000000 Penalty: 5545.906738
	Iteration 17Q: 3 clusters Score -9939367 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 71428 members 
Entering Unmasked Estep 
Score: -9939424.000000 Penalty: 5545.906738
	Iteration 18Q: 3 clusters Score -9939424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 71444 members 
Entering Unmasked Estep 
Score: -9939429.000000 Penalty: 5545.906738
	Iteration 19Q: 3 clusters Score -9939429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 71449 members 
Entering Unmasked Estep 
Score: -9939445.000000 Penalty: 5545.906738
	Iteration 20F: 3 clusters Score -9939445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 71449 members 
Entering Unmasked Estep 
Score: -9939458.000000 Penalty: 5545.906738
	Iteration 21Q: 3 clusters Score -9939458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 71454 members 
Entering Unmasked Estep 
Score: -9939474.000000 Penalty: 5545.906738
	Iteration 22Q: 3 clusters Score -9939474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 71460 members 
Entering Unmasked Estep 
Score: -9939483.000000 Penalty: 5545.906738
	Iteration 23Q: 3 clusters Score -9939483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 71467 members 
Entering Unmasked Estep 
Score: -9939496.000000 Penalty: 5545.906738
	Iteration 24Q: 3 clusters Score -9939496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 71473 members 
Entering Unmasked Estep 
Score: -9939505.000000 Penalty: 5545.906738
	Iteration 25Q: 3 clusters Score -9939505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 71476 members 
Entering Unmasked Estep 
Score: -9939507.000000 Penalty: 5545.906738
	Iteration 26Q: 3 clusters Score -9939507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 71479 members 
Entering Unmasked Estep 
Score: -9939506.000000 Penalty: 5545.906738
	Iteration 27Q: 3 clusters Score -9939506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 71480 members 
Entering Unmasked Estep 
Score: -9939508.000000 Penalty: 5545.906738
	Iteration 28Q: 3 clusters Score -9939508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 71482 members 
Entering Unmasked Estep 
Score: -9939512.000000 Penalty: 5545.906738
	Iteration 29Q: 3 clusters Score -9939512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 71482 members 
Entering Unmasked Estep 
Score: -9939514.000000 Penalty: 5545.906738
	Iteration 30Q: 3 clusters Score -9939514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 71482 members 
Entering Unmasked Estep 
Score: -9939521.000000 Penalty: 5545.906738
	Iteration 31Q: 3 clusters Score -9939521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 71482 members 
Entering Unmasked Estep 
Score: -9939516.000000 Penalty: 5545.906738
	Iteration 32Q: 3 clusters Score -9939516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 71483 members 
Entering Unmasked Estep 
Score: -9939523.000000 Penalty: 5545.906738
	Iteration 33Q: 3 clusters Score -9939523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 71484 members 
Entering Unmasked Estep 
Score: -9939529.000000 Penalty: 5545.906738
	Iteration 34Q: 3 clusters Score -9939529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 71484 members 
Entering Unmasked Estep 
Score: -9939529.000000 Penalty: 5545.906738
	Iteration 35F: 3 clusters Score -9939529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Entering Unmasked Estep 
Score: -574720.750000 Penalty: 2078.523926
	Iteration 0F: 2 clusters Score -574720.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -570611.812500 Penalty: 4157.047852
	Iteration 0F: 3 clusters Score -570611.8 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -571485.687500 Penalty: 4157.047852
	Iteration 1F: 3 clusters Score -571485.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -571696.500000 Penalty: 4157.047852
	Iteration 2F: 3 clusters Score -571696.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -571864.500000 Penalty: 4157.047852
	Iteration 3Q: 3 clusters Score -571864.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -572027.687500 Penalty: 4157.047852
	Iteration 4Q: 3 clusters Score -572027.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -572190.125000 Penalty: 4157.047852
	Iteration 5Q: 3 clusters Score -572190.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -572350.375000 Penalty: 4157.047852
	Iteration 6Q: 3 clusters Score -572350.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -572497.750000 Penalty: 4157.047852
	Iteration 7Q: 3 clusters Score -572497.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -572647.250000 Penalty: 4157.047852
	Iteration 8Q: 3 clusters Score -572647.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -572788.437500 Penalty: 4157.047852
	Iteration 9Q: 3 clusters Score -572788.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -572897.187500 Penalty: 4157.047852
	Iteration 10Q: 3 clusters Score -572897.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -572997.125000 Penalty: 4157.047852
	Iteration 11Q: 3 clusters Score -572997.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -573077.375000 Penalty: 4157.047852
	Iteration 12Q: 3 clusters Score -573077.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -573144.687500 Penalty: 4157.047852
	Iteration 13Q: 3 clusters Score -573144.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -573187.937500 Penalty: 4157.047852
	Iteration 14Q: 3 clusters Score -573187.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -573221.000000 Penalty: 4157.047852
	Iteration 15Q: 3 clusters Score -573221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -573241.625000 Penalty: 4157.047852
	Iteration 16Q: 3 clusters Score -573241.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -573260.000000 Penalty: 4157.047852
	Iteration 17Q: 3 clusters Score -573260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -573278.125000 Penalty: 4157.047852
	Iteration 18Q: 3 clusters Score -573278.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -573289.875000 Penalty: 4157.047852
	Iteration 19Q: 3 clusters Score -573289.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -573299.375000 Penalty: 4157.047852
	Iteration 20F: 3 clusters Score -573299.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -573304.375000 Penalty: 4157.047852
	Iteration 21Q: 3 clusters Score -573304.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -573308.875000 Penalty: 4157.047852
	Iteration 22Q: 3 clusters Score -573308.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -573314.000000 Penalty: 4157.047852
	Iteration 23Q: 3 clusters Score -573314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -573316.812500 Penalty: 4157.047852
	Iteration 24Q: 3 clusters Score -573316.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -573320.500000 Penalty: 4157.047852
	Iteration 25Q: 3 clusters Score -573320.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -573321.375000 Penalty: 4157.047852
	Iteration 26Q: 3 clusters Score -573321.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -573324.187500 Penalty: 4157.047852
	Iteration 27Q: 3 clusters Score -573324.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -573327.625000 Penalty: 4157.047852
	Iteration 28Q: 3 clusters Score -573327.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -573330.937500 Penalty: 4157.047852
	Iteration 29Q: 3 clusters Score -573330.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -573332.000000 Penalty: 4157.047852
	Iteration 30Q: 3 clusters Score -573332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -573334.437500 Penalty: 4157.047852
	Iteration 31Q: 3 clusters Score -573334.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -573337.062500 Penalty: 4157.047852
	Iteration 32Q: 3 clusters Score -573337.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -573339.500000 Penalty: 4157.047852
	Iteration 33Q: 3 clusters Score -573339.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -573341.000000 Penalty: 4157.047852
	Iteration 34Q: 3 clusters Score -573341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -573342.500000 Penalty: 4157.047852
	Iteration 35Q: 3 clusters Score -573342.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -573344.187500 Penalty: 4157.047852
	Iteration 36Q: 3 clusters Score -573344.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -573346.812500 Penalty: 4157.047852
	Iteration 37Q: 3 clusters Score -573346.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -573347.812500 Penalty: 4157.047852
	Iteration 38Q: 3 clusters Score -573347.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -573347.812500 Penalty: 4157.047852
	Iteration 39F: 3 clusters Score -573347.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (57439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Entering Unmasked Estep 
Score: -7722676.000000 Penalty: 2717.702881
	Iteration 0F: 2 clusters Score -7722676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -7684160.500000 Penalty: 5435.405762
	Iteration 0F: 3 clusters Score -7684160 nChanged 26502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -7698996.000000 Penalty: 5435.405762
	Iteration 1F: 3 clusters Score -7698996 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -7699566.000000 Penalty: 5435.405762
	Iteration 2Q: 3 clusters Score -7699566 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -7700303.500000 Penalty: 5435.405762
	Iteration 3Q: 3 clusters Score -7700304 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -7701038.000000 Penalty: 5435.405762
	Iteration 4Q: 3 clusters Score -7701038 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -7701832.000000 Penalty: 5435.405762
	Iteration 5Q: 3 clusters Score -7701832 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -7702813.000000 Penalty: 5435.405762
	Iteration 6Q: 3 clusters Score -7702813 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -7704115.000000 Penalty: 5435.405762
	Iteration 7Q: 3 clusters Score -7704115 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -7705670.000000 Penalty: 5435.405762
	Iteration 8F: 3 clusters Score -7705670 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -7707317.000000 Penalty: 5435.405762
	Iteration 9F: 3 clusters Score -7707317 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -7708834.000000 Penalty: 5435.405762
	Iteration 10F: 3 clusters Score -7708834 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -7709935.500000 Penalty: 5435.405762
	Iteration 11Q: 3 clusters Score -7709936 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -7710894.500000 Penalty: 5435.405762
	Iteration 12Q: 3 clusters Score -7710894 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -7711704.000000 Penalty: 5435.405762
	Iteration 13Q: 3 clusters Score -7711704 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -7712467.000000 Penalty: 5435.405762
	Iteration 14Q: 3 clusters Score -7712467 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -7713303.500000 Penalty: 5435.405762
	Iteration 15Q: 3 clusters Score -7713304 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51237 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -7714252.000000 Penalty: 5435.405762
	Iteration 16Q: 3 clusters Score -7714252 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -7715320.500000 Penalty: 5435.405762
	Iteration 17Q: 3 clusters Score -7715320 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -7716822.000000 Penalty: 5435.405762
	Iteration 18Q: 3 clusters Score -7716822 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -7718345.500000 Penalty: 5435.405762
	Iteration 19Q: 3 clusters Score -7718346 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56525 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -7719473.000000 Penalty: 5435.405762
	Iteration 20F: 3 clusters Score -7719473 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56986 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7719985.500000 Penalty: 5435.405762
	Iteration 21Q: 3 clusters Score -7719986 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57129 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7720182.000000 Penalty: 5435.405762
	Iteration 22Q: 3 clusters Score -7720182 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57180 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7720260.000000 Penalty: 5435.405762
	Iteration 23Q: 3 clusters Score -7720260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57202 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7720289.000000 Penalty: 5435.405762
	Iteration 24Q: 3 clusters Score -7720289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57214 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7720304.000000 Penalty: 5435.405762
	Iteration 25Q: 3 clusters Score -7720304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57220 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7720319.000000 Penalty: 5435.405762
	Iteration 26Q: 3 clusters Score -7720319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57228 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7720329.500000 Penalty: 5435.405762
	Iteration 27Q: 3 clusters Score -7720330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57230 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7720331.500000 Penalty: 5435.405762
	Iteration 28Q: 3 clusters Score -7720332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57231 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7720339.500000 Penalty: 5435.405762
	Iteration 29Q: 3 clusters Score -7720340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57232 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7720342.500000 Penalty: 5435.405762
	Iteration 30Q: 3 clusters Score -7720342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57234 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7720348.000000 Penalty: 5435.405762
	Iteration 31Q: 3 clusters Score -7720348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7720350.000000 Penalty: 5435.405762
	Iteration 32Q: 3 clusters Score -7720350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7720350.000000 Penalty: 5435.405762
	Iteration 33F: 3 clusters Score -7720350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Entering Unmasked Estep 
Score: -1831319.875000 Penalty: 2366.793457
	Iteration 0F: 2 clusters Score -1831320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1821174.500000 Penalty: 4733.586914
	Iteration 0F: 3 clusters Score -1821174 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1824220.125000 Penalty: 4733.586914
	Iteration 1F: 3 clusters Score -1824220 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1824515.875000 Penalty: 4733.586914
	Iteration 2F: 3 clusters Score -1824516 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1824765.000000 Penalty: 4733.586914
	Iteration 3Q: 3 clusters Score -1824765 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1824975.875000 Penalty: 4733.586914
	Iteration 4Q: 3 clusters Score -1824976 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1825163.125000 Penalty: 4733.586914
	Iteration 5Q: 3 clusters Score -1825163 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1825328.375000 Penalty: 4733.586914
	Iteration 6Q: 3 clusters Score -1825328 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1825483.875000 Penalty: 4733.586914
	Iteration 7Q: 3 clusters Score -1825484 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1825630.625000 Penalty: 4733.586914
	Iteration 8Q: 3 clusters Score -1825631 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1825765.375000 Penalty: 4733.586914
	Iteration 9Q: 3 clusters Score -1825765 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1825887.625000 Penalty: 4733.586914
	Iteration 10Q: 3 clusters Score -1825888 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1826008.625000 Penalty: 4733.586914
	Iteration 11Q: 3 clusters Score -1826009 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1826110.875000 Penalty: 4733.586914
	Iteration 12Q: 3 clusters Score -1826111 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1826225.750000 Penalty: 4733.586914
	Iteration 13Q: 3 clusters Score -1826226 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1826358.125000 Penalty: 4733.586914
	Iteration 14Q: 3 clusters Score -1826358 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1826504.000000 Penalty: 4733.586914
	Iteration 15Q: 3 clusters Score -1826504 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1826651.875000 Penalty: 4733.586914
	Iteration 16Q: 3 clusters Score -1826652 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1826828.000000 Penalty: 4733.586914
	Iteration 17Q: 3 clusters Score -1826828 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1827041.875000 Penalty: 4733.586914
	Iteration 18Q: 3 clusters Score -1827042 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1827309.750000 Penalty: 4733.586914
	Iteration 19Q: 3 clusters Score -1827310 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1827578.250000 Penalty: 4733.586914
	Iteration 20F: 3 clusters Score -1827578 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1827849.000000 Penalty: 4733.586914
	Iteration 21Q: 3 clusters Score -1827849 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1828085.125000 Penalty: 4733.586914
	Iteration 22Q: 3 clusters Score -1828085 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1828280.875000 Penalty: 4733.586914
	Iteration 23Q: 3 clusters Score -1828281 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1828429.125000 Penalty: 4733.586914
	Iteration 24Q: 3 clusters Score -1828429 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1828569.875000 Penalty: 4733.586914
	Iteration 25Q: 3 clusters Score -1828570 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1828676.750000 Penalty: 4733.586914
	Iteration 26Q: 3 clusters Score -1828677 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1828780.750000 Penalty: 4733.586914
	Iteration 27Q: 3 clusters Score -1828781 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1828868.125000 Penalty: 4733.586914
	Iteration 28Q: 3 clusters Score -1828868 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1828928.375000 Penalty: 4733.586914
	Iteration 29Q: 3 clusters Score -1828928 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1828986.625000 Penalty: 4733.586914
	Iteration 30Q: 3 clusters Score -1828987 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1829051.500000 Penalty: 4733.586914
	Iteration 31Q: 3 clusters Score -1829052 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1829090.750000 Penalty: 4733.586914
	Iteration 32Q: 3 clusters Score -1829091 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1829136.000000 Penalty: 4733.586914
	Iteration 33Q: 3 clusters Score -1829136 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1829179.875000 Penalty: 4733.586914
	Iteration 34Q: 3 clusters Score -1829180 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1829208.750000 Penalty: 4733.586914
	Iteration 35Q: 3 clusters Score -1829209 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1829248.750000 Penalty: 4733.586914
	Iteration 36Q: 3 clusters Score -1829249 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1829267.500000 Penalty: 4733.586914
	Iteration 37Q: 3 clusters Score -1829268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1829283.375000 Penalty: 4733.586914
	Iteration 38Q: 3 clusters Score -1829283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1829306.000000 Penalty: 4733.586914
	Iteration 39Q: 3 clusters Score -1829306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1829327.500000 Penalty: 4733.586914
	Iteration 40F: 3 clusters Score -1829328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1829344.250000 Penalty: 4733.586914
	Iteration 41Q: 3 clusters Score -1829344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1829357.875000 Penalty: 4733.586914
	Iteration 42Q: 3 clusters Score -1829358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1829363.750000 Penalty: 4733.586914
	Iteration 43Q: 3 clusters Score -1829364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1829369.125000 Penalty: 4733.586914
	Iteration 44Q: 3 clusters Score -1829369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1829377.125000 Penalty: 4733.586914
	Iteration 45Q: 3 clusters Score -1829377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1829384.375000 Penalty: 4733.586914
	Iteration 46Q: 3 clusters Score -1829384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1829387.750000 Penalty: 4733.586914
	Iteration 47Q: 3 clusters Score -1829388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1829388.375000 Penalty: 4733.586914
	Iteration 48Q: 3 clusters Score -1829388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1829389.750000 Penalty: 4733.586914
	Iteration 49Q: 3 clusters Score -1829390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1829392.750000 Penalty: 4733.586914
	Iteration 50Q: 3 clusters Score -1829393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1829396.375000 Penalty: 4733.586914
	Iteration 51Q: 3 clusters Score -1829396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1829398.875000 Penalty: 4733.586914
	Iteration 52Q: 3 clusters Score -1829399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1829401.875000 Penalty: 4733.586914
	Iteration 53Q: 3 clusters Score -1829402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1829406.500000 Penalty: 4733.586914
	Iteration 54Q: 3 clusters Score -1829406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1829412.750000 Penalty: 4733.586914
	Iteration 55Q: 3 clusters Score -1829413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1829417.000000 Penalty: 4733.586914
	Iteration 56Q: 3 clusters Score -1829417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1829419.250000 Penalty: 4733.586914
	Iteration 57Q: 3 clusters Score -1829419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1829424.375000 Penalty: 4733.586914
	Iteration 58Q: 3 clusters Score -1829424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1829429.125000 Penalty: 4733.586914
	Iteration 59Q: 3 clusters Score -1829429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1829431.000000 Penalty: 4733.586914
	Iteration 60F: 3 clusters Score -1829431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1829434.000000 Penalty: 4733.586914
	Iteration 61Q: 3 clusters Score -1829434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1829440.250000 Penalty: 4733.586914
	Iteration 62Q: 3 clusters Score -1829440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1829442.750000 Penalty: 4733.586914
	Iteration 63Q: 3 clusters Score -1829443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1829444.000000 Penalty: 4733.586914
	Iteration 64Q: 3 clusters Score -1829444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1829443.875000 Penalty: 4733.586914
	Iteration 65Q: 3 clusters Score -1829444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1829443.875000 Penalty: 4733.586914
	Iteration 66F: 3 clusters Score -1829444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (162211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162211 members 
Entering Unmasked Estep 
Score: -22365286.000000 Penalty: 2975.170166
	Iteration 0F: 2 clusters Score -2.236529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81000 members 
Mstep: Class 2 contains 81211 members 
Entering Unmasked Estep 
Score: -22258762.000000 Penalty: 5950.340332
	Iteration 0F: 3 clusters Score -2.225876e+07 nChanged 77722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81278 members 
Mstep: Class 2 contains 80933 members 
Entering Unmasked Estep 
Score: -22304808.000000 Penalty: 5950.340332
	Iteration 1F: 3 clusters Score -2.230481e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81541 members 
Mstep: Class 2 contains 80670 members 
Entering Unmasked Estep 
Score: -22306216.000000 Penalty: 5950.340332
	Iteration 2Q: 3 clusters Score -2.230622e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 80166 members 
Entering Unmasked Estep 
Score: -22307888.000000 Penalty: 5950.340332
	Iteration 3Q: 3 clusters Score -2.230789e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82804 members 
Mstep: Class 2 contains 79407 members 
Entering Unmasked Estep 
Score: -22309984.000000 Penalty: 5950.340332
	Iteration 4Q: 3 clusters Score -2.230998e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84039 members 
Mstep: Class 2 contains 78172 members 
Entering Unmasked Estep 
Score: -22312908.000000 Penalty: 5950.340332
	Iteration 5Q: 3 clusters Score -2.231291e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85931 members 
Mstep: Class 2 contains 76280 members 
Entering Unmasked Estep 
Score: -22317316.000000 Penalty: 5950.340332
	Iteration 6F: 3 clusters Score -2.231732e+07 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88461 members 
Mstep: Class 2 contains 73750 members 
Entering Unmasked Estep 
Score: -22323772.000000 Penalty: 5950.340332
	Iteration 7F: 3 clusters Score -2.232377e+07 nChanged 10715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91318 members 
Mstep: Class 2 contains 70893 members 
Entering Unmasked Estep 
Score: -22332068.000000 Penalty: 5950.340332
	Iteration 8F: 3 clusters Score -2.233207e+07 nChanged 10217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93775 members 
Mstep: Class 2 contains 68436 members 
Entering Unmasked Estep 
Score: -22339164.000000 Penalty: 5950.340332
	Iteration 9F: 3 clusters Score -2.233916e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95822 members 
Mstep: Class 2 contains 66389 members 
Entering Unmasked Estep 
Score: -22342580.000000 Penalty: 5950.340332
	Iteration 10Q: 3 clusters Score -2.234258e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97509 members 
Mstep: Class 2 contains 64702 members 
Entering Unmasked Estep 
Score: -22343922.000000 Penalty: 5950.340332
	Iteration 11Q: 3 clusters Score -2.234392e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99220 members 
Mstep: Class 2 contains 62991 members 
Entering Unmasked Estep 
Score: -22344772.000000 Penalty: 5950.340332
	Iteration 12Q: 3 clusters Score -2.234477e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100925 members 
Mstep: Class 2 contains 61286 members 
Entering Unmasked Estep 
Score: -22345406.000000 Penalty: 5950.340332
	Iteration 13Q: 3 clusters Score -2.234541e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102736 members 
Mstep: Class 2 contains 59475 members 
Entering Unmasked Estep 
Score: -22346042.000000 Penalty: 5950.340332
	Iteration 14Q: 3 clusters Score -2.234604e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104569 members 
Mstep: Class 2 contains 57642 members 
Entering Unmasked Estep 
Score: -22346624.000000 Penalty: 5950.340332
	Iteration 15Q: 3 clusters Score -2.234662e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106431 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -22347358.000000 Penalty: 5950.340332
	Iteration 16Q: 3 clusters Score -2.234736e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108330 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
Score: -22347836.000000 Penalty: 5950.340332
	Iteration 17Q: 3 clusters Score -2.234784e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110197 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -22348368.000000 Penalty: 5950.340332
	Iteration 18Q: 3 clusters Score -2.234837e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112019 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -22348956.000000 Penalty: 5950.340332
	Iteration 19Q: 3 clusters Score -2.234896e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113904 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -22349488.000000 Penalty: 5950.340332
	Iteration 20F: 3 clusters Score -2.234949e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115847 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -22350050.000000 Penalty: 5950.340332
	Iteration 21Q: 3 clusters Score -2.235005e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117847 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -22350648.000000 Penalty: 5950.340332
	Iteration 22Q: 3 clusters Score -2.235065e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119845 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -22351228.000000 Penalty: 5950.340332
	Iteration 23Q: 3 clusters Score -2.235123e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121735 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -22351882.000000 Penalty: 5950.340332
	Iteration 24Q: 3 clusters Score -2.235188e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123723 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -22352538.000000 Penalty: 5950.340332
	Iteration 25Q: 3 clusters Score -2.235254e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125718 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -22353194.000000 Penalty: 5950.340332
	Iteration 26Q: 3 clusters Score -2.235319e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127758 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -22353832.000000 Penalty: 5950.340332
	Iteration 27Q: 3 clusters Score -2.235383e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129687 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -22354302.000000 Penalty: 5950.340332
	Iteration 28Q: 3 clusters Score -2.23543e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131590 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -22354790.000000 Penalty: 5950.340332
	Iteration 29Q: 3 clusters Score -2.235479e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133513 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -22355342.000000 Penalty: 5950.340332
	Iteration 30Q: 3 clusters Score -2.235534e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135406 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -22356132.000000 Penalty: 5950.340332
	Iteration 31Q: 3 clusters Score -2.235613e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137366 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -22356696.000000 Penalty: 5950.340332
	Iteration 32Q: 3 clusters Score -2.23567e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139334 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -22357324.000000 Penalty: 5950.340332
	Iteration 33Q: 3 clusters Score -2.235732e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141252 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -22357984.000000 Penalty: 5950.340332
	Iteration 34Q: 3 clusters Score -2.235798e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143113 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -22358580.000000 Penalty: 5950.340332
	Iteration 35Q: 3 clusters Score -2.235858e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144885 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -22359144.000000 Penalty: 5950.340332
	Iteration 36Q: 3 clusters Score -2.235914e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146630 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -22359660.000000 Penalty: 5950.340332
	Iteration 37Q: 3 clusters Score -2.235966e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148273 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -22360286.000000 Penalty: 5950.340332
	Iteration 38Q: 3 clusters Score -2.236029e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149894 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -22360870.000000 Penalty: 5950.340332
	Iteration 39Q: 3 clusters Score -2.236087e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151376 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -22361218.000000 Penalty: 5950.340332
	Iteration 40F: 3 clusters Score -2.236122e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152694 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -22361612.000000 Penalty: 5950.340332
	Iteration 41Q: 3 clusters Score -2.236161e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153909 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -22361976.000000 Penalty: 5950.340332
	Iteration 42Q: 3 clusters Score -2.236198e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155017 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -22362248.000000 Penalty: 5950.340332
	Iteration 43Q: 3 clusters Score -2.236225e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155983 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -22362446.000000 Penalty: 5950.340332
	Iteration 44Q: 3 clusters Score -2.236245e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156806 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -22362538.000000 Penalty: 5950.340332
	Iteration 45Q: 3 clusters Score -2.236254e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157504 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -22362664.000000 Penalty: 5950.340332
	Iteration 46Q: 3 clusters Score -2.236266e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158075 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -22362828.000000 Penalty: 5950.340332
	Iteration 47Q: 3 clusters Score -2.236283e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158533 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -22362942.000000 Penalty: 5950.340332
	Iteration 48Q: 3 clusters Score -2.236294e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158895 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -22363004.000000 Penalty: 5950.340332
	Iteration 49Q: 3 clusters Score -2.2363e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159221 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -22363022.000000 Penalty: 5950.340332
	Iteration 50Q: 3 clusters Score -2.236302e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159500 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -22363062.000000 Penalty: 5950.340332
	Iteration 51Q: 3 clusters Score -2.236306e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159728 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -22363060.000000 Penalty: 5950.340332
	Iteration 52Q: 3 clusters Score -2.236306e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159895 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -22363074.000000 Penalty: 5950.340332
	Iteration 53Q: 3 clusters Score -2.236307e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160036 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -22363106.000000 Penalty: 5950.340332
	Iteration 54Q: 3 clusters Score -2.236311e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160160 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -22363116.000000 Penalty: 5950.340332
	Iteration 55Q: 3 clusters Score -2.236312e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160257 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -22363116.000000 Penalty: 5950.340332
	Iteration 56Q: 3 clusters Score -2.236312e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160337 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -22363112.000000 Penalty: 5950.340332
	Iteration 57Q: 3 clusters Score -2.236311e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160410 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -22363128.000000 Penalty: 5950.340332
	Iteration 58Q: 3 clusters Score -2.236313e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160461 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -22363142.000000 Penalty: 5950.340332
	Iteration 59Q: 3 clusters Score -2.236314e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160509 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -22363146.000000 Penalty: 5950.340332
	Iteration 60F: 3 clusters Score -2.236315e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160560 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -22363142.000000 Penalty: 5950.340332
	Iteration 61Q: 3 clusters Score -2.236314e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160600 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -22363150.000000 Penalty: 5950.340332
	Iteration 62Q: 3 clusters Score -2.236315e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160629 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -22363132.000000 Penalty: 5950.340332
	Iteration 63Q: 3 clusters Score -2.236313e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160655 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -22363158.000000 Penalty: 5950.340332
	Iteration 64Q: 3 clusters Score -2.236316e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160677 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -22363148.000000 Penalty: 5950.340332
	Iteration 65Q: 3 clusters Score -2.236315e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160700 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -22363138.000000 Penalty: 5950.340332
	Iteration 66Q: 3 clusters Score -2.236314e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160723 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -22363170.000000 Penalty: 5950.340332
	Iteration 67Q: 3 clusters Score -2.236317e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160741 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -22363142.000000 Penalty: 5950.340332
	Iteration 68Q: 3 clusters Score -2.236314e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160761 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -22363120.000000 Penalty: 5950.340332
	Iteration 69Q: 3 clusters Score -2.236312e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160784 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -22363130.000000 Penalty: 5950.340332
	Iteration 70Q: 3 clusters Score -2.236313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160793 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -22363136.000000 Penalty: 5950.340332
	Iteration 71Q: 3 clusters Score -2.236314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160801 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -22363116.000000 Penalty: 5950.340332
	Iteration 72Q: 3 clusters Score -2.236312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160808 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -22363112.000000 Penalty: 5950.340332
	Iteration 73Q: 3 clusters Score -2.236311e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160815 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -22363118.000000 Penalty: 5950.340332
	Iteration 74Q: 3 clusters Score -2.236312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160823 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -22363086.000000 Penalty: 5950.340332
	Iteration 75Q: 3 clusters Score -2.236309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160830 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -22363082.000000 Penalty: 5950.340332
	Iteration 76Q: 3 clusters Score -2.236308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160840 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -22363072.000000 Penalty: 5950.340332
	Iteration 77Q: 3 clusters Score -2.236307e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160851 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -22363068.000000 Penalty: 5950.340332
	Iteration 78Q: 3 clusters Score -2.236307e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160864 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -22363064.000000 Penalty: 5950.340332
	Iteration 79Q: 3 clusters Score -2.236306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160875 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -22363048.000000 Penalty: 5950.340332
	Iteration 80F: 3 clusters Score -2.236305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160885 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -22363068.000000 Penalty: 5950.340332
	Iteration 81Q: 3 clusters Score -2.236307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160892 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -22363058.000000 Penalty: 5950.340332
	Iteration 82Q: 3 clusters Score -2.236306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160896 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -22363062.000000 Penalty: 5950.340332
	Iteration 83Q: 3 clusters Score -2.236306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160900 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -22363046.000000 Penalty: 5950.340332
	Iteration 84Q: 3 clusters Score -2.236305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160902 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -22363056.000000 Penalty: 5950.340332
	Iteration 85Q: 3 clusters Score -2.236306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160902 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -22363056.000000 Penalty: 5950.340332
	Iteration 86F: 3 clusters Score -2.236306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Entering Unmasked Estep 
Score: -2636917.250000 Penalty: 2441.588867
	Iteration 0F: 2 clusters Score -2636917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2623541.250000 Penalty: 4883.177734
	Iteration 0F: 3 clusters Score -2623541 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2627911.500000 Penalty: 4883.177734
	Iteration 1F: 3 clusters Score -2627912 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2628244.500000 Penalty: 4883.177734
	Iteration 2F: 3 clusters Score -2628244 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2628507.250000 Penalty: 4883.177734
	Iteration 3Q: 3 clusters Score -2628507 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2628741.750000 Penalty: 4883.177734
	Iteration 4Q: 3 clusters Score -2628742 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2629019.500000 Penalty: 4883.177734
	Iteration 5Q: 3 clusters Score -2629020 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2629385.500000 Penalty: 4883.177734
	Iteration 6Q: 3 clusters Score -2629386 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2629838.000000 Penalty: 4883.177734
	Iteration 7Q: 3 clusters Score -2629838 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2630393.000000 Penalty: 4883.177734
	Iteration 8Q: 3 clusters Score -2630393 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2631118.500000 Penalty: 4883.177734
	Iteration 9F: 3 clusters Score -2631118 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2631963.250000 Penalty: 4883.177734
	Iteration 10F: 3 clusters Score -2631963 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2632827.500000 Penalty: 4883.177734
	Iteration 11F: 3 clusters Score -2632828 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2633586.000000 Penalty: 4883.177734
	Iteration 12Q: 3 clusters Score -2633586 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2634068.500000 Penalty: 4883.177734
	Iteration 13Q: 3 clusters Score -2634068 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2634310.250000 Penalty: 4883.177734
	Iteration 14Q: 3 clusters Score -2634310 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2634455.750000 Penalty: 4883.177734
	Iteration 15Q: 3 clusters Score -2634456 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2634540.500000 Penalty: 4883.177734
	Iteration 16Q: 3 clusters Score -2634540 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2634601.250000 Penalty: 4883.177734
	Iteration 17Q: 3 clusters Score -2634601 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2634636.000000 Penalty: 4883.177734
	Iteration 18Q: 3 clusters Score -2634636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2634658.000000 Penalty: 4883.177734
	Iteration 19Q: 3 clusters Score -2634658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2634666.250000 Penalty: 4883.177734
	Iteration 20F: 3 clusters Score -2634666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2634678.000000 Penalty: 4883.177734
	Iteration 21Q: 3 clusters Score -2634678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2634685.750000 Penalty: 4883.177734
	Iteration 22Q: 3 clusters Score -2634686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2634693.750000 Penalty: 4883.177734
	Iteration 23Q: 3 clusters Score -2634694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2634701.750000 Penalty: 4883.177734
	Iteration 24Q: 3 clusters Score -2634702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2634710.750000 Penalty: 4883.177734
	Iteration 25Q: 3 clusters Score -2634711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2634722.750000 Penalty: 4883.177734
	Iteration 26Q: 3 clusters Score -2634723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2634734.250000 Penalty: 4883.177734
	Iteration 27Q: 3 clusters Score -2634734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2634738.750000 Penalty: 4883.177734
	Iteration 28Q: 3 clusters Score -2634739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2634745.000000 Penalty: 4883.177734
	Iteration 29Q: 3 clusters Score -2634745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2634750.000000 Penalty: 4883.177734
	Iteration 30Q: 3 clusters Score -2634750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2634753.250000 Penalty: 4883.177734
	Iteration 31Q: 3 clusters Score -2634753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2634758.750000 Penalty: 4883.177734
	Iteration 32Q: 3 clusters Score -2634759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2634769.250000 Penalty: 4883.177734
	Iteration 33Q: 3 clusters Score -2634769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2634772.000000 Penalty: 4883.177734
	Iteration 34Q: 3 clusters Score -2634772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2634776.500000 Penalty: 4883.177734
	Iteration 35Q: 3 clusters Score -2634776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2634782.500000 Penalty: 4883.177734
	Iteration 36Q: 3 clusters Score -2634782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2634781.750000 Penalty: 4883.177734
	Iteration 37Q: 3 clusters Score -2634782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2634785.500000 Penalty: 4883.177734
	Iteration 38Q: 3 clusters Score -2634786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2634785.500000 Penalty: 4883.177734
	Iteration 39F: 3 clusters Score -2634786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (151647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151647 members 
Entering Unmasked Estep 
Score: -20810566.000000 Penalty: 2958.468994
	Iteration 0F: 2 clusters Score -2.081057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75769 members 
Mstep: Class 2 contains 75878 members 
Entering Unmasked Estep 
Score: -20710190.000000 Penalty: 5916.937988
	Iteration 0F: 3 clusters Score -2.071019e+07 nChanged 72378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75255 members 
Mstep: Class 2 contains 76392 members 
Entering Unmasked Estep 
Score: -20751976.000000 Penalty: 5916.937988
	Iteration 1F: 3 clusters Score -2.075198e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 76708 members 
Entering Unmasked Estep 
Score: -20752810.000000 Penalty: 5916.937988
	Iteration 2Q: 3 clusters Score -2.075281e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74578 members 
Mstep: Class 2 contains 77069 members 
Entering Unmasked Estep 
Score: -20753836.000000 Penalty: 5916.937988
	Iteration 3Q: 3 clusters Score -2.075384e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74112 members 
Mstep: Class 2 contains 77535 members 
Entering Unmasked Estep 
Score: -20754994.000000 Penalty: 5916.937988
	Iteration 4Q: 3 clusters Score -2.075499e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73433 members 
Mstep: Class 2 contains 78214 members 
Entering Unmasked Estep 
Score: -20756442.000000 Penalty: 5916.937988
	Iteration 5Q: 3 clusters Score -2.075644e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72454 members 
Mstep: Class 2 contains 79193 members 
Entering Unmasked Estep 
Score: -20758024.000000 Penalty: 5916.937988
	Iteration 6Q: 3 clusters Score -2.075802e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71038 members 
Mstep: Class 2 contains 80609 members 
Entering Unmasked Estep 
Score: -20760046.000000 Penalty: 5916.937988
	Iteration 7Q: 3 clusters Score -2.076005e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69326 members 
Mstep: Class 2 contains 82321 members 
Entering Unmasked Estep 
Score: -20762720.000000 Penalty: 5916.937988
	Iteration 8Q: 3 clusters Score -2.076272e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67219 members 
Mstep: Class 2 contains 84428 members 
Entering Unmasked Estep 
Score: -20766440.000000 Penalty: 5916.937988
	Iteration 9Q: 3 clusters Score -2.076644e+07 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 86898 members 
Entering Unmasked Estep 
Score: -20771474.000000 Penalty: 5916.937988
	Iteration 10F: 3 clusters Score -2.077147e+07 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62364 members 
Mstep: Class 2 contains 89283 members 
Entering Unmasked Estep 
Score: -20777424.000000 Penalty: 5916.937988
	Iteration 11F: 3 clusters Score -2.077742e+07 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60408 members 
Mstep: Class 2 contains 91239 members 
Entering Unmasked Estep 
Score: -20782420.000000 Penalty: 5916.937988
	Iteration 12F: 3 clusters Score -2.078242e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58810 members 
Mstep: Class 2 contains 92837 members 
Entering Unmasked Estep 
Score: -20785054.000000 Penalty: 5916.937988
	Iteration 13Q: 3 clusters Score -2.078505e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57249 members 
Mstep: Class 2 contains 94398 members 
Entering Unmasked Estep 
Score: -20786178.000000 Penalty: 5916.937988
	Iteration 14Q: 3 clusters Score -2.078618e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 95856 members 
Entering Unmasked Estep 
Score: -20786750.000000 Penalty: 5916.937988
	Iteration 15Q: 3 clusters Score -2.078675e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 97389 members 
Entering Unmasked Estep 
Score: -20786996.000000 Penalty: 5916.937988
	Iteration 16Q: 3 clusters Score -2.0787e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52577 members 
Mstep: Class 2 contains 99070 members 
Entering Unmasked Estep 
Score: -20787426.000000 Penalty: 5916.937988
	Iteration 17Q: 3 clusters Score -2.078743e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 100882 members 
Entering Unmasked Estep 
Score: -20787936.000000 Penalty: 5916.937988
	Iteration 18Q: 3 clusters Score -2.078794e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 102878 members 
Entering Unmasked Estep 
Score: -20788574.000000 Penalty: 5916.937988
	Iteration 19Q: 3 clusters Score -2.078857e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 105066 members 
Entering Unmasked Estep 
Score: -20789324.000000 Penalty: 5916.937988
	Iteration 20F: 3 clusters Score -2.078932e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 107265 members 
Entering Unmasked Estep 
Score: -20790044.000000 Penalty: 5916.937988
	Iteration 21Q: 3 clusters Score -2.079004e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 109625 members 
Entering Unmasked Estep 
Score: -20790744.000000 Penalty: 5916.937988
	Iteration 22Q: 3 clusters Score -2.079074e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 112126 members 
Entering Unmasked Estep 
Score: -20791630.000000 Penalty: 5916.937988
	Iteration 23Q: 3 clusters Score -2.079163e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 114702 members 
Entering Unmasked Estep 
Score: -20792490.000000 Penalty: 5916.937988
	Iteration 24Q: 3 clusters Score -2.079249e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 117413 members 
Entering Unmasked Estep 
Score: -20793574.000000 Penalty: 5916.937988
	Iteration 25Q: 3 clusters Score -2.079357e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 120188 members 
Entering Unmasked Estep 
Score: -20794602.000000 Penalty: 5916.937988
	Iteration 26Q: 3 clusters Score -2.07946e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 122922 members 
Entering Unmasked Estep 
Score: -20795464.000000 Penalty: 5916.937988
	Iteration 27Q: 3 clusters Score -2.079546e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 125654 members 
Entering Unmasked Estep 
Score: -20796534.000000 Penalty: 5916.937988
	Iteration 28Q: 3 clusters Score -2.079653e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 128379 members 
Entering Unmasked Estep 
Score: -20797612.000000 Penalty: 5916.937988
	Iteration 29Q: 3 clusters Score -2.079761e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 131055 members 
Entering Unmasked Estep 
Score: -20798638.000000 Penalty: 5916.937988
	Iteration 30Q: 3 clusters Score -2.079864e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 133600 members 
Entering Unmasked Estep 
Score: -20799768.000000 Penalty: 5916.937988
	Iteration 31Q: 3 clusters Score -2.079977e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 136072 members 
Entering Unmasked Estep 
Score: -20800860.000000 Penalty: 5916.937988
	Iteration 32Q: 3 clusters Score -2.080086e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 138382 members 
Entering Unmasked Estep 
Score: -20801946.000000 Penalty: 5916.937988
	Iteration 33Q: 3 clusters Score -2.080195e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 140472 members 
Entering Unmasked Estep 
Score: -20802900.000000 Penalty: 5916.937988
	Iteration 34Q: 3 clusters Score -2.08029e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 142286 members 
Entering Unmasked Estep 
Score: -20803592.000000 Penalty: 5916.937988
	Iteration 35Q: 3 clusters Score -2.080359e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 143903 members 
Entering Unmasked Estep 
Score: -20804372.000000 Penalty: 5916.937988
	Iteration 36Q: 3 clusters Score -2.080437e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 145243 members 
Entering Unmasked Estep 
Score: -20804948.000000 Penalty: 5916.937988
	Iteration 37Q: 3 clusters Score -2.080495e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 146422 members 
Entering Unmasked Estep 
Score: -20805516.000000 Penalty: 5916.937988
	Iteration 38Q: 3 clusters Score -2.080552e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 147396 members 
Entering Unmasked Estep 
Score: -20806062.000000 Penalty: 5916.937988
	Iteration 39Q: 3 clusters Score -2.080606e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 148192 members 
Entering Unmasked Estep 
Score: -20806542.000000 Penalty: 5916.937988
	Iteration 40F: 3 clusters Score -2.080654e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 148859 members 
Entering Unmasked Estep 
Score: -20806868.000000 Penalty: 5916.937988
	Iteration 41Q: 3 clusters Score -2.080687e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 149333 members 
Entering Unmasked Estep 
Score: -20807106.000000 Penalty: 5916.937988
	Iteration 42Q: 3 clusters Score -2.080711e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 149714 members 
Entering Unmasked Estep 
Score: -20807292.000000 Penalty: 5916.937988
	Iteration 43Q: 3 clusters Score -2.080729e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 150008 members 
Entering Unmasked Estep 
Score: -20807422.000000 Penalty: 5916.937988
	Iteration 44Q: 3 clusters Score -2.080742e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 150226 members 
Entering Unmasked Estep 
Score: -20807554.000000 Penalty: 5916.937988
	Iteration 45Q: 3 clusters Score -2.080755e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 150388 members 
Entering Unmasked Estep 
Score: -20807644.000000 Penalty: 5916.937988
	Iteration 46Q: 3 clusters Score -2.080764e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 150509 members 
Entering Unmasked Estep 
Score: -20807748.000000 Penalty: 5916.937988
	Iteration 47Q: 3 clusters Score -2.080775e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 150604 members 
Entering Unmasked Estep 
Score: -20807814.000000 Penalty: 5916.937988
	Iteration 48Q: 3 clusters Score -2.080781e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 150672 members 
Entering Unmasked Estep 
Score: -20807846.000000 Penalty: 5916.937988
	Iteration 49Q: 3 clusters Score -2.080785e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 150729 members 
Entering Unmasked Estep 
Score: -20807854.000000 Penalty: 5916.937988
	Iteration 50Q: 3 clusters Score -2.080785e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 150766 members 
Entering Unmasked Estep 
Score: -20807874.000000 Penalty: 5916.937988
	Iteration 51Q: 3 clusters Score -2.080787e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 150793 members 
Entering Unmasked Estep 
Score: -20807878.000000 Penalty: 5916.937988
	Iteration 52Q: 3 clusters Score -2.080788e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 150816 members 
Entering Unmasked Estep 
Score: -20807904.000000 Penalty: 5916.937988
	Iteration 53Q: 3 clusters Score -2.08079e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 150835 members 
Entering Unmasked Estep 
Score: -20807900.000000 Penalty: 5916.937988
	Iteration 54Q: 3 clusters Score -2.08079e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 150852 members 
Entering Unmasked Estep 
Score: -20807914.000000 Penalty: 5916.937988
	Iteration 55Q: 3 clusters Score -2.080791e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 150861 members 
Entering Unmasked Estep 
Score: -20807914.000000 Penalty: 5916.937988
	Iteration 56Q: 3 clusters Score -2.080791e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 150873 members 
Entering Unmasked Estep 
Score: -20807926.000000 Penalty: 5916.937988
	Iteration 57Q: 3 clusters Score -2.080793e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 150896 members 
Entering Unmasked Estep 
Score: -20807950.000000 Penalty: 5916.937988
	Iteration 58Q: 3 clusters Score -2.080795e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 150905 members 
Entering Unmasked Estep 
Score: -20807948.000000 Penalty: 5916.937988
	Iteration 59Q: 3 clusters Score -2.080795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 150913 members 
Entering Unmasked Estep 
Score: -20807952.000000 Penalty: 5916.937988
	Iteration 60F: 3 clusters Score -2.080795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 150924 members 
Entering Unmasked Estep 
Score: -20807970.000000 Penalty: 5916.937988
	Iteration 61Q: 3 clusters Score -2.080797e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 150937 members 
Entering Unmasked Estep 
Score: -20807992.000000 Penalty: 5916.937988
	Iteration 62Q: 3 clusters Score -2.080799e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 150950 members 
Entering Unmasked Estep 
Score: -20808014.000000 Penalty: 5916.937988
	Iteration 63Q: 3 clusters Score -2.080801e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 150961 members 
Entering Unmasked Estep 
Score: -20808010.000000 Penalty: 5916.937988
	Iteration 64Q: 3 clusters Score -2.080801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 150976 members 
Entering Unmasked Estep 
Score: -20808028.000000 Penalty: 5916.937988
	Iteration 65Q: 3 clusters Score -2.080803e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 150988 members 
Entering Unmasked Estep 
Score: -20808024.000000 Penalty: 5916.937988
	Iteration 66Q: 3 clusters Score -2.080802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 150997 members 
Entering Unmasked Estep 
Score: -20808022.000000 Penalty: 5916.937988
	Iteration 67Q: 3 clusters Score -2.080802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 151004 members 
Entering Unmasked Estep 
Score: -20808012.000000 Penalty: 5916.937988
	Iteration 68Q: 3 clusters Score -2.080801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 151010 members 
Entering Unmasked Estep 
Score: -20808000.000000 Penalty: 5916.937988
	Iteration 69Q: 3 clusters Score -2.0808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 151014 members 
Entering Unmasked Estep 
Score: -20808002.000000 Penalty: 5916.937988
	Iteration 70Q: 3 clusters Score -2.0808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 151019 members 
Entering Unmasked Estep 
Score: -20808010.000000 Penalty: 5916.937988
	Iteration 71Q: 3 clusters Score -2.080801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 151022 members 
Entering Unmasked Estep 
Score: -20808014.000000 Penalty: 5916.937988
	Iteration 72Q: 3 clusters Score -2.080801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 151022 members 
Entering Unmasked Estep 
Score: -20808008.000000 Penalty: 5916.937988
	Iteration 73Q: 3 clusters Score -2.080801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 151024 members 
Entering Unmasked Estep 
Score: -20808012.000000 Penalty: 5916.937988
	Iteration 74Q: 3 clusters Score -2.080801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 151027 members 
Entering Unmasked Estep 
Score: -20808016.000000 Penalty: 5916.937988
	Iteration 75Q: 3 clusters Score -2.080802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 151028 members 
Entering Unmasked Estep 
Score: -20808022.000000 Penalty: 5916.937988
	Iteration 76Q: 3 clusters Score -2.080802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 151028 members 
Entering Unmasked Estep 
Score: -20808022.000000 Penalty: 5916.937988
	Iteration 77F: 3 clusters Score -2.080802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -61081.785156 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -61081.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59619.523438 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -59619.52 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59913.296875 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -59913.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -60070.003906 Penalty: 3106.645508
	Iteration 2F: 3 clusters Score -60070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -60210.980469 Penalty: 3106.645508
	Iteration 3F: 3 clusters Score -60210.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -60413.191406 Penalty: 3106.645508
	Iteration 4F: 3 clusters Score -60413.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -60605.199219 Penalty: 3106.645508
	Iteration 5F: 3 clusters Score -60605.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -60926.562500 Penalty: 3106.645508
	Iteration 6F: 3 clusters Score -60926.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61402.023438 Penalty: 3106.645508
	Iteration 7F: 3 clusters Score -61402.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -61573.394531 Penalty: 3106.645508
	Iteration 8Q: 3 clusters Score -61573.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61633.523438 Penalty: 3106.645508
	Iteration 9Q: 3 clusters Score -61633.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -61645.359375 Penalty: 3106.645508
	Iteration 10Q: 3 clusters Score -61645.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61656.421875 Penalty: 3106.645508
	Iteration 11Q: 3 clusters Score -61656.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61656.421875 Penalty: 3106.645508
	Iteration 12F: 3 clusters Score -61656.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71773 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 4364 members 
Mstep: Class 8 contains 57439 members 
Mstep: Class 9 contains 13954 members 
Mstep: Class 10 contains 162211 members 
Mstep: Class 11 contains 18866 members 
Mstep: Class 12 contains 151647 members 
Mstep: Class 13 contains 312 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38054 members 
Mstep: Class 17 contains 24517 members 
Mstep: Class 18 contains 54471 members 
Mstep: Class 19 contains 182602 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75018 members 
Entering Unmasked Estep 
Score: -116103544.000000 Penalty: 57601.605469
Splitting cluster 13 changes total score from -116104888.000000 to -116103544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -70210.367188 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -70210.37 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 306 members 
Entering Unmasked Estep 
Score: -68652.117188 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -68652.12 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -69037.687500 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -69037.69 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69315.710938 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -69315.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69538.484375 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -69538.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69714.492188 Penalty: 3167.056396
	Iteration 4F: 3 clusters Score -69714.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -69936.359375 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -69936.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -70096.671875 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -70096.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -70163.007812 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -70163.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -70227.421875 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -70227.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -70280.804688 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -70280.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -70366.437500 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -70366.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -70439.234375 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -70439.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -70512.648438 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -70512.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -70512.648438 Penalty: 3167.056396
	Iteration 13F: 3 clusters Score -70512.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71773 members 
Mstep: Class 3 contains 310 members 
Mstep: Class 4 contains 4364 members 
Mstep: Class 8 contains 57439 members 
Mstep: Class 9 contains 13954 members 
Mstep: Class 10 contains 162211 members 
Mstep: Class 11 contains 18866 members 
Mstep: Class 12 contains 151647 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 283 members 
Mstep: Class 16 contains 38054 members 
Mstep: Class 17 contains 24517 members 
Mstep: Class 18 contains 54471 members 
Mstep: Class 19 contains 182602 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75018 members 
Entering Unmasked Estep 
Score: -116103392.000000 Penalty: 57601.605469
Splitting cluster 14 changes total score from -116104888.000000 to -116103392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (38054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Entering Unmasked Estep 
Score: -5298468.500000 Penalty: 2615.596924
	Iteration 0F: 2 clusters Score -5298468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -5272880.500000 Penalty: 5231.193848
	Iteration 0F: 3 clusters Score -5272880 nChanged 17326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -5282186.500000 Penalty: 5231.193848
	Iteration 1F: 3 clusters Score -5282186 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -5282813.000000 Penalty: 5231.193848
	Iteration 2Q: 3 clusters Score -5282813 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -5283494.000000 Penalty: 5231.193848
	Iteration 3Q: 3 clusters Score -5283494 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -5284336.000000 Penalty: 5231.193848
	Iteration 4Q: 3 clusters Score -5284336 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -5285285.000000 Penalty: 5231.193848
	Iteration 5F: 3 clusters Score -5285285 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -5286575.500000 Penalty: 5231.193848
	Iteration 6F: 3 clusters Score -5286576 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -5288356.500000 Penalty: 5231.193848
	Iteration 7F: 3 clusters Score -5288356 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -5290203.000000 Penalty: 5231.193848
	Iteration 8F: 3 clusters Score -5290203 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -5291843.000000 Penalty: 5231.193848
	Iteration 9F: 3 clusters Score -5291843 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -5293012.000000 Penalty: 5231.193848
	Iteration 10Q: 3 clusters Score -5293012 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -5293832.000000 Penalty: 5231.193848
	Iteration 11Q: 3 clusters Score -5293832 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -5294359.500000 Penalty: 5231.193848
	Iteration 12Q: 3 clusters Score -5294360 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -5294699.500000 Penalty: 5231.193848
	Iteration 13Q: 3 clusters Score -5294700 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -5294982.500000 Penalty: 5231.193848
	Iteration 14Q: 3 clusters Score -5294982 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -5295197.500000 Penalty: 5231.193848
	Iteration 15Q: 3 clusters Score -5295198 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -5295404.500000 Penalty: 5231.193848
	Iteration 16Q: 3 clusters Score -5295404 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -5295570.500000 Penalty: 5231.193848
	Iteration 17Q: 3 clusters Score -5295570 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -5295713.000000 Penalty: 5231.193848
	Iteration 18Q: 3 clusters Score -5295713 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -5295790.000000 Penalty: 5231.193848
	Iteration 19Q: 3 clusters Score -5295790 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -5295868.000000 Penalty: 5231.193848
	Iteration 20F: 3 clusters Score -5295868 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5295985.500000 Penalty: 5231.193848
	Iteration 21Q: 3 clusters Score -5295986 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5296063.500000 Penalty: 5231.193848
	Iteration 22Q: 3 clusters Score -5296064 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5296123.000000 Penalty: 5231.193848
	Iteration 23Q: 3 clusters Score -5296123 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5296150.500000 Penalty: 5231.193848
	Iteration 24Q: 3 clusters Score -5296150 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5296181.500000 Penalty: 5231.193848
	Iteration 25Q: 3 clusters Score -5296182 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5296214.000000 Penalty: 5231.193848
	Iteration 26Q: 3 clusters Score -5296214 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5296228.500000 Penalty: 5231.193848
	Iteration 27Q: 3 clusters Score -5296228 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5296257.000000 Penalty: 5231.193848
	Iteration 28Q: 3 clusters Score -5296257 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5296295.500000 Penalty: 5231.193848
	Iteration 29Q: 3 clusters Score -5296296 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5296317.000000 Penalty: 5231.193848
	Iteration 30Q: 3 clusters Score -5296317 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5296342.000000 Penalty: 5231.193848
	Iteration 31Q: 3 clusters Score -5296342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5296354.500000 Penalty: 5231.193848
	Iteration 32Q: 3 clusters Score -5296354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5296367.000000 Penalty: 5231.193848
	Iteration 33Q: 3 clusters Score -5296367 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5296382.500000 Penalty: 5231.193848
	Iteration 34Q: 3 clusters Score -5296382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5296395.500000 Penalty: 5231.193848
	Iteration 35Q: 3 clusters Score -5296396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5296404.000000 Penalty: 5231.193848
	Iteration 36Q: 3 clusters Score -5296404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5296408.500000 Penalty: 5231.193848
	Iteration 37Q: 3 clusters Score -5296408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5296406.500000 Penalty: 5231.193848
	Iteration 38Q: 3 clusters Score -5296406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5296419.000000 Penalty: 5231.193848
	Iteration 39Q: 3 clusters Score -5296419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5296430.000000 Penalty: 5231.193848
	Iteration 40F: 3 clusters Score -5296430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5296440.000000 Penalty: 5231.193848
	Iteration 41Q: 3 clusters Score -5296440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5296443.000000 Penalty: 5231.193848
	Iteration 42Q: 3 clusters Score -5296443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5296446.500000 Penalty: 5231.193848
	Iteration 43Q: 3 clusters Score -5296446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5296446.000000 Penalty: 5231.193848
	Iteration 44Q: 3 clusters Score -5296446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5296445.000000 Penalty: 5231.193848
	Iteration 45Q: 3 clusters Score -5296445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5296442.000000 Penalty: 5231.193848
	Iteration 46Q: 3 clusters Score -5296442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5296437.000000 Penalty: 5231.193848
	Iteration 47Q: 3 clusters Score -5296437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5296440.000000 Penalty: 5231.193848
	Iteration 48Q: 3 clusters Score -5296440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5296441.000000 Penalty: 5231.193848
	Iteration 49Q: 3 clusters Score -5296441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5296448.500000 Penalty: 5231.193848
	Iteration 50Q: 3 clusters Score -5296448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5296449.500000 Penalty: 5231.193848
	Iteration 51Q: 3 clusters Score -5296450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5296448.500000 Penalty: 5231.193848
	Iteration 52Q: 3 clusters Score -5296448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5296460.500000 Penalty: 5231.193848
	Iteration 53Q: 3 clusters Score -5296460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5296462.000000 Penalty: 5231.193848
	Iteration 54Q: 3 clusters Score -5296462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5296466.000000 Penalty: 5231.193848
	Iteration 55Q: 3 clusters Score -5296466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5296472.500000 Penalty: 5231.193848
	Iteration 56Q: 3 clusters Score -5296472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5296477.000000 Penalty: 5231.193848
	Iteration 57Q: 3 clusters Score -5296477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5296473.500000 Penalty: 5231.193848
	Iteration 58Q: 3 clusters Score -5296474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5296468.000000 Penalty: 5231.193848
	Iteration 59Q: 3 clusters Score -5296468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5296466.000000 Penalty: 5231.193848
	Iteration 60F: 3 clusters Score -5296466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5296470.500000 Penalty: 5231.193848
	Iteration 61Q: 3 clusters Score -5296470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5296471.000000 Penalty: 5231.193848
	Iteration 62Q: 3 clusters Score -5296471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5296473.000000 Penalty: 5231.193848
	Iteration 63Q: 3 clusters Score -5296473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5296477.000000 Penalty: 5231.193848
	Iteration 64Q: 3 clusters Score -5296477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5296482.500000 Penalty: 5231.193848
	Iteration 65Q: 3 clusters Score -5296482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5296485.500000 Penalty: 5231.193848
	Iteration 66Q: 3 clusters Score -5296486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5296493.500000 Penalty: 5231.193848
	Iteration 67Q: 3 clusters Score -5296494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5296494.500000 Penalty: 5231.193848
	Iteration 68Q: 3 clusters Score -5296494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5296493.000000 Penalty: 5231.193848
	Iteration 69Q: 3 clusters Score -5296493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5296494.000000 Penalty: 5231.193848
	Iteration 70Q: 3 clusters Score -5296494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5296493.000000 Penalty: 5231.193848
	Iteration 71Q: 3 clusters Score -5296493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5296495.500000 Penalty: 5231.193848
	Iteration 72Q: 3 clusters Score -5296496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5296492.500000 Penalty: 5231.193848
	Iteration 73Q: 3 clusters Score -5296492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5296494.500000 Penalty: 5231.193848
	Iteration 74Q: 3 clusters Score -5296494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5296493.500000 Penalty: 5231.193848
	Iteration 75Q: 3 clusters Score -5296494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5296499.000000 Penalty: 5231.193848
	Iteration 76Q: 3 clusters Score -5296499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5296496.500000 Penalty: 5231.193848
	Iteration 77Q: 3 clusters Score -5296496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5296502.500000 Penalty: 5231.193848
	Iteration 78Q: 3 clusters Score -5296502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5296504.000000 Penalty: 5231.193848
	Iteration 79Q: 3 clusters Score -5296504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5296508.000000 Penalty: 5231.193848
	Iteration 80F: 3 clusters Score -5296508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5296513.000000 Penalty: 5231.193848
	Iteration 81Q: 3 clusters Score -5296513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5296516.500000 Penalty: 5231.193848
	Iteration 82Q: 3 clusters Score -5296516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5296510.500000 Penalty: 5231.193848
	Iteration 83Q: 3 clusters Score -5296510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5296512.000000 Penalty: 5231.193848
	Iteration 84Q: 3 clusters Score -5296512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5296509.000000 Penalty: 5231.193848
	Iteration 85Q: 3 clusters Score -5296509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5296508.000000 Penalty: 5231.193848
	Iteration 86Q: 3 clusters Score -5296508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5296506.500000 Penalty: 5231.193848
	Iteration 87Q: 3 clusters Score -5296506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5296507.000000 Penalty: 5231.193848
	Iteration 88Q: 3 clusters Score -5296507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5296507.500000 Penalty: 5231.193848
	Iteration 89Q: 3 clusters Score -5296508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5296507.000000 Penalty: 5231.193848
	Iteration 90Q: 3 clusters Score -5296507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5296508.500000 Penalty: 5231.193848
	Iteration 91Q: 3 clusters Score -5296508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5296508.000000 Penalty: 5231.193848
	Iteration 92Q: 3 clusters Score -5296508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5296511.500000 Penalty: 5231.193848
	Iteration 93Q: 3 clusters Score -5296512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5296509.000000 Penalty: 5231.193848
	Iteration 94Q: 3 clusters Score -5296509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5296514.000000 Penalty: 5231.193848
	Iteration 95Q: 3 clusters Score -5296514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5296512.500000 Penalty: 5231.193848
	Iteration 96Q: 3 clusters Score -5296512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5296512.500000 Penalty: 5231.193848
	Iteration 97Q: 3 clusters Score -5296512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5296518.500000 Penalty: 5231.193848
	Iteration 98Q: 3 clusters Score -5296518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5296517.500000 Penalty: 5231.193848
	Iteration 99Q: 3 clusters Score -5296518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5296523.000000 Penalty: 5231.193848
	Iteration 100F: 3 clusters Score -5296523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5296529.000000 Penalty: 5231.193848
	Iteration 101Q: 3 clusters Score -5296529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5296524.000000 Penalty: 5231.193848
	Iteration 102Q: 3 clusters Score -5296524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5296533.000000 Penalty: 5231.193848
	Iteration 103Q: 3 clusters Score -5296533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5296532.000000 Penalty: 5231.193848
	Iteration 104Q: 3 clusters Score -5296532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5296532.500000 Penalty: 5231.193848
	Iteration 105Q: 3 clusters Score -5296532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5296536.500000 Penalty: 5231.193848
	Iteration 106Q: 3 clusters Score -5296536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5296538.500000 Penalty: 5231.193848
	Iteration 107Q: 3 clusters Score -5296538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5296539.500000 Penalty: 5231.193848
	Iteration 108Q: 3 clusters Score -5296540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5296541.000000 Penalty: 5231.193848
	Iteration 109Q: 3 clusters Score -5296541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5296541.000000 Penalty: 5231.193848
	Iteration 110F: 3 clusters Score -5296541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Entering Unmasked Estep 
Score: -3421462.750000 Penalty: 2506.566406
	Iteration 0F: 2 clusters Score -3421463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -3404441.750000 Penalty: 5013.132812
	Iteration 0F: 3 clusters Score -3404442 nChanged 10956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -3410289.750000 Penalty: 5013.132812
	Iteration 1F: 3 clusters Score -3410290 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -3410663.500000 Penalty: 5013.132812
	Iteration 2Q: 3 clusters Score -3410664 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -3410995.500000 Penalty: 5013.132812
	Iteration 3Q: 3 clusters Score -3410996 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -3411275.250000 Penalty: 5013.132812
	Iteration 4Q: 3 clusters Score -3411275 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -3411540.750000 Penalty: 5013.132812
	Iteration 5Q: 3 clusters Score -3411541 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -3411809.000000 Penalty: 5013.132812
	Iteration 6Q: 3 clusters Score -3411809 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3412093.000000 Penalty: 5013.132812
	Iteration 7Q: 3 clusters Score -3412093 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -3412463.250000 Penalty: 5013.132812
	Iteration 8Q: 3 clusters Score -3412463 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -3412937.500000 Penalty: 5013.132812
	Iteration 9Q: 3 clusters Score -3412938 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -3413520.000000 Penalty: 5013.132812
	Iteration 10Q: 3 clusters Score -3413520 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -3414249.000000 Penalty: 5013.132812
	Iteration 11Q: 3 clusters Score -3414249 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -3415166.250000 Penalty: 5013.132812
	Iteration 12Q: 3 clusters Score -3415166 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -3416170.500000 Penalty: 5013.132812
	Iteration 13Q: 3 clusters Score -3416170 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -3417032.250000 Penalty: 5013.132812
	Iteration 14Q: 3 clusters Score -3417032 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -3417663.250000 Penalty: 5013.132812
	Iteration 15Q: 3 clusters Score -3417663 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3418137.250000 Penalty: 5013.132812
	Iteration 16Q: 3 clusters Score -3418137 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -3418461.250000 Penalty: 5013.132812
	Iteration 17Q: 3 clusters Score -3418461 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -3418679.250000 Penalty: 5013.132812
	Iteration 18Q: 3 clusters Score -3418679 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -3418828.750000 Penalty: 5013.132812
	Iteration 19Q: 3 clusters Score -3418829 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -3418939.250000 Penalty: 5013.132812
	Iteration 20F: 3 clusters Score -3418939 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3419033.250000 Penalty: 5013.132812
	Iteration 21Q: 3 clusters Score -3419033 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -3419089.250000 Penalty: 5013.132812
	Iteration 22Q: 3 clusters Score -3419089 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3419126.250000 Penalty: 5013.132812
	Iteration 23Q: 3 clusters Score -3419126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -3419162.000000 Penalty: 5013.132812
	Iteration 24Q: 3 clusters Score -3419162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -3419180.750000 Penalty: 5013.132812
	Iteration 25Q: 3 clusters Score -3419181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -3419195.750000 Penalty: 5013.132812
	Iteration 26Q: 3 clusters Score -3419196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -3419218.750000 Penalty: 5013.132812
	Iteration 27Q: 3 clusters Score -3419219 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -3419247.500000 Penalty: 5013.132812
	Iteration 28Q: 3 clusters Score -3419248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -3419267.250000 Penalty: 5013.132812
	Iteration 29Q: 3 clusters Score -3419267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -3419272.500000 Penalty: 5013.132812
	Iteration 30Q: 3 clusters Score -3419272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -3419273.750000 Penalty: 5013.132812
	Iteration 31Q: 3 clusters Score -3419274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3419279.500000 Penalty: 5013.132812
	Iteration 32Q: 3 clusters Score -3419280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -3419278.000000 Penalty: 5013.132812
	Iteration 33Q: 3 clusters Score -3419278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -3419287.250000 Penalty: 5013.132812
	Iteration 34Q: 3 clusters Score -3419287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -3419294.750000 Penalty: 5013.132812
	Iteration 35Q: 3 clusters Score -3419295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -3419293.250000 Penalty: 5013.132812
	Iteration 36Q: 3 clusters Score -3419293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -3419299.250000 Penalty: 5013.132812
	Iteration 37Q: 3 clusters Score -3419299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3419305.500000 Penalty: 5013.132812
	Iteration 38Q: 3 clusters Score -3419306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -3419305.250000 Penalty: 5013.132812
	Iteration 39Q: 3 clusters Score -3419305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -3419304.500000 Penalty: 5013.132812
	Iteration 40F: 3 clusters Score -3419304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -3419302.500000 Penalty: 5013.132812
	Iteration 41Q: 3 clusters Score -3419302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -3419302.500000 Penalty: 5013.132812
	Iteration 42F: 3 clusters Score -3419302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Entering Unmasked Estep 
Score: -7579195.000000 Penalty: 2704.545166
	Iteration 0F: 2 clusters Score -7579195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -7542410.000000 Penalty: 5409.090332
	Iteration 0F: 3 clusters Score -7542410 nChanged 25242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -7556709.000000 Penalty: 5409.090332
	Iteration 1F: 3 clusters Score -7556709 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -7557587.500000 Penalty: 5409.090332
	Iteration 2Q: 3 clusters Score -7557588 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -7558520.500000 Penalty: 5409.090332
	Iteration 3Q: 3 clusters Score -7558520 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -7559520.500000 Penalty: 5409.090332
	Iteration 4Q: 3 clusters Score -7559520 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -7560716.000000 Penalty: 5409.090332
	Iteration 5Q: 3 clusters Score -7560716 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -7561957.000000 Penalty: 5409.090332
	Iteration 6F: 3 clusters Score -7561957 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -7563394.000000 Penalty: 5409.090332
	Iteration 7F: 3 clusters Score -7563394 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -7565000.500000 Penalty: 5409.090332
	Iteration 8F: 3 clusters Score -7565000 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -7566804.500000 Penalty: 5409.090332
	Iteration 9F: 3 clusters Score -7566804 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -7568519.500000 Penalty: 5409.090332
	Iteration 10F: 3 clusters Score -7568520 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -7569781.000000 Penalty: 5409.090332
	Iteration 11Q: 3 clusters Score -7569781 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -7570461.000000 Penalty: 5409.090332
	Iteration 12Q: 3 clusters Score -7570461 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -7570815.500000 Penalty: 5409.090332
	Iteration 13Q: 3 clusters Score -7570816 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -7571022.000000 Penalty: 5409.090332
	Iteration 14Q: 3 clusters Score -7571022 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -7571239.500000 Penalty: 5409.090332
	Iteration 15Q: 3 clusters Score -7571240 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -7571474.000000 Penalty: 5409.090332
	Iteration 16Q: 3 clusters Score -7571474 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -7571649.000000 Penalty: 5409.090332
	Iteration 17Q: 3 clusters Score -7571649 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -7571845.500000 Penalty: 5409.090332
	Iteration 18Q: 3 clusters Score -7571846 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -7572057.500000 Penalty: 5409.090332
	Iteration 19Q: 3 clusters Score -7572058 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -7572287.500000 Penalty: 5409.090332
	Iteration 20F: 3 clusters Score -7572288 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -7572531.500000 Penalty: 5409.090332
	Iteration 21Q: 3 clusters Score -7572532 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -7572740.000000 Penalty: 5409.090332
	Iteration 22Q: 3 clusters Score -7572740 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -7572962.500000 Penalty: 5409.090332
	Iteration 23Q: 3 clusters Score -7572962 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -7573174.000000 Penalty: 5409.090332
	Iteration 24Q: 3 clusters Score -7573174 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -7573405.500000 Penalty: 5409.090332
	Iteration 25Q: 3 clusters Score -7573406 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -7573655.500000 Penalty: 5409.090332
	Iteration 26Q: 3 clusters Score -7573656 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -7573922.500000 Penalty: 5409.090332
	Iteration 27Q: 3 clusters Score -7573922 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -7574184.000000 Penalty: 5409.090332
	Iteration 28Q: 3 clusters Score -7574184 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -7574441.500000 Penalty: 5409.090332
	Iteration 29Q: 3 clusters Score -7574442 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -7574728.000000 Penalty: 5409.090332
	Iteration 30Q: 3 clusters Score -7574728 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -7575004.500000 Penalty: 5409.090332
	Iteration 31Q: 3 clusters Score -7575004 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -7575244.500000 Penalty: 5409.090332
	Iteration 32Q: 3 clusters Score -7575244 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47971 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -7575456.500000 Penalty: 5409.090332
	Iteration 33Q: 3 clusters Score -7575456 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -7575653.500000 Penalty: 5409.090332
	Iteration 34Q: 3 clusters Score -7575654 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -7575832.000000 Penalty: 5409.090332
	Iteration 35Q: 3 clusters Score -7575832 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -7576051.500000 Penalty: 5409.090332
	Iteration 36Q: 3 clusters Score -7576052 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -7576222.000000 Penalty: 5409.090332
	Iteration 37Q: 3 clusters Score -7576222 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50442 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -7576411.500000 Penalty: 5409.090332
	Iteration 38Q: 3 clusters Score -7576412 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -7576587.500000 Penalty: 5409.090332
	Iteration 39Q: 3 clusters Score -7576588 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -7576787.000000 Penalty: 5409.090332
	Iteration 40F: 3 clusters Score -7576787 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -7576923.500000 Penalty: 5409.090332
	Iteration 41Q: 3 clusters Score -7576924 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -7577076.500000 Penalty: 5409.090332
	Iteration 42Q: 3 clusters Score -7577076 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -7577189.000000 Penalty: 5409.090332
	Iteration 43Q: 3 clusters Score -7577189 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -7577289.000000 Penalty: 5409.090332
	Iteration 44Q: 3 clusters Score -7577289 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7577344.000000 Penalty: 5409.090332
	Iteration 45Q: 3 clusters Score -7577344 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -7577369.000000 Penalty: 5409.090332
	Iteration 46Q: 3 clusters Score -7577369 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52678 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -7577394.500000 Penalty: 5409.090332
	Iteration 47Q: 3 clusters Score -7577394 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52764 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7577402.500000 Penalty: 5409.090332
	Iteration 48Q: 3 clusters Score -7577402 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -7577443.500000 Penalty: 5409.090332
	Iteration 49Q: 3 clusters Score -7577444 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52905 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -7577466.000000 Penalty: 5409.090332
	Iteration 50Q: 3 clusters Score -7577466 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52960 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -7577503.000000 Penalty: 5409.090332
	Iteration 51Q: 3 clusters Score -7577503 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -7577540.500000 Penalty: 5409.090332
	Iteration 52Q: 3 clusters Score -7577540 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -7577553.000000 Penalty: 5409.090332
	Iteration 53Q: 3 clusters Score -7577553 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -7577574.500000 Penalty: 5409.090332
	Iteration 54Q: 3 clusters Score -7577574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -7577589.000000 Penalty: 5409.090332
	Iteration 55Q: 3 clusters Score -7577589 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -7577603.500000 Penalty: 5409.090332
	Iteration 56Q: 3 clusters Score -7577604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -7577611.500000 Penalty: 5409.090332
	Iteration 57Q: 3 clusters Score -7577612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7577624.500000 Penalty: 5409.090332
	Iteration 58Q: 3 clusters Score -7577624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -7577627.000000 Penalty: 5409.090332
	Iteration 59Q: 3 clusters Score -7577627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53309 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -7577638.500000 Penalty: 5409.090332
	Iteration 60F: 3 clusters Score -7577638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7577641.000000 Penalty: 5409.090332
	Iteration 61Q: 3 clusters Score -7577641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53348 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -7577648.000000 Penalty: 5409.090332
	Iteration 62Q: 3 clusters Score -7577648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7577653.500000 Penalty: 5409.090332
	Iteration 63Q: 3 clusters Score -7577654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53391 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7577668.500000 Penalty: 5409.090332
	Iteration 64Q: 3 clusters Score -7577668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53415 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -7577688.000000 Penalty: 5409.090332
	Iteration 65Q: 3 clusters Score -7577688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7577707.000000 Penalty: 5409.090332
	Iteration 66Q: 3 clusters Score -7577707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7577740.000000 Penalty: 5409.090332
	Iteration 67Q: 3 clusters Score -7577740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7577741.000000 Penalty: 5409.090332
	Iteration 68Q: 3 clusters Score -7577741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7577742.000000 Penalty: 5409.090332
	Iteration 69Q: 3 clusters Score -7577742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7577738.500000 Penalty: 5409.090332
	Iteration 70Q: 3 clusters Score -7577738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7577740.500000 Penalty: 5409.090332
	Iteration 71Q: 3 clusters Score -7577740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7577746.500000 Penalty: 5409.090332
	Iteration 72Q: 3 clusters Score -7577746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7577748.000000 Penalty: 5409.090332
	Iteration 73Q: 3 clusters Score -7577748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -7577744.500000 Penalty: 5409.090332
	Iteration 74Q: 3 clusters Score -7577744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53513 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7577747.000000 Penalty: 5409.090332
	Iteration 75Q: 3 clusters Score -7577747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53513 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7577747.000000 Penalty: 5409.090332
	Iteration 76F: 3 clusters Score -7577747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (182602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182602 members 
Entering Unmasked Estep 
Score: -25049090.000000 Penalty: 3004.536133
	Iteration 0F: 2 clusters Score -2.504909e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91292 members 
Mstep: Class 2 contains 91310 members 
Entering Unmasked Estep 
Score: -24930390.000000 Penalty: 6009.072266
	Iteration 0F: 3 clusters Score -2.493039e+07 nChanged 87583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91729 members 
Mstep: Class 2 contains 90873 members 
Entering Unmasked Estep 
Score: -24980972.000000 Penalty: 6009.072266
	Iteration 1F: 3 clusters Score -2.498097e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91669 members 
Mstep: Class 2 contains 90933 members 
Entering Unmasked Estep 
Score: -24981702.000000 Penalty: 6009.072266
	Iteration 2Q: 3 clusters Score -2.49817e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91497 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -24982386.000000 Penalty: 6009.072266
	Iteration 3Q: 3 clusters Score -2.498239e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91104 members 
Mstep: Class 2 contains 91498 members 
Entering Unmasked Estep 
Score: -24982958.000000 Penalty: 6009.072266
	Iteration 4Q: 3 clusters Score -2.498296e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90461 members 
Mstep: Class 2 contains 92141 members 
Entering Unmasked Estep 
Score: -24983456.000000 Penalty: 6009.072266
	Iteration 5Q: 3 clusters Score -2.498346e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89529 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -24984420.000000 Penalty: 6009.072266
	Iteration 6Q: 3 clusters Score -2.498442e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88086 members 
Mstep: Class 2 contains 94516 members 
Entering Unmasked Estep 
Score: -24986200.000000 Penalty: 6009.072266
	Iteration 7Q: 3 clusters Score -2.49862e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85847 members 
Mstep: Class 2 contains 96755 members 
Entering Unmasked Estep 
Score: -24988986.000000 Penalty: 6009.072266
	Iteration 8Q: 3 clusters Score -2.498899e+07 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82607 members 
Mstep: Class 2 contains 99995 members 
Entering Unmasked Estep 
Score: -24993578.000000 Penalty: 6009.072266
	Iteration 9Q: 3 clusters Score -2.499358e+07 nChanged 11195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78084 members 
Mstep: Class 2 contains 104518 members 
Entering Unmasked Estep 
Score: -25001528.000000 Penalty: 6009.072266
	Iteration 10F: 3 clusters Score -2.500153e+07 nChanged 13285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72483 members 
Mstep: Class 2 contains 110119 members 
Entering Unmasked Estep 
Score: -25012456.000000 Penalty: 6009.072266
	Iteration 11F: 3 clusters Score -2.501246e+07 nChanged 13172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67433 members 
Mstep: Class 2 contains 115169 members 
Entering Unmasked Estep 
Score: -25023598.000000 Penalty: 6009.072266
	Iteration 12F: 3 clusters Score -2.50236e+07 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63743 members 
Mstep: Class 2 contains 118859 members 
Entering Unmasked Estep 
Score: -25029898.000000 Penalty: 6009.072266
	Iteration 13F: 3 clusters Score -2.50299e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61036 members 
Mstep: Class 2 contains 121566 members 
Entering Unmasked Estep 
Score: -25032418.000000 Penalty: 6009.072266
	Iteration 14Q: 3 clusters Score -2.503242e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58494 members 
Mstep: Class 2 contains 124108 members 
Entering Unmasked Estep 
Score: -25034130.000000 Penalty: 6009.072266
	Iteration 15Q: 3 clusters Score -2.503413e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 126562 members 
Entering Unmasked Estep 
Score: -25035502.000000 Penalty: 6009.072266
	Iteration 16Q: 3 clusters Score -2.50355e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 128903 members 
Entering Unmasked Estep 
Score: -25036732.000000 Penalty: 6009.072266
	Iteration 17Q: 3 clusters Score -2.503673e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 131047 members 
Entering Unmasked Estep 
Score: -25037756.000000 Penalty: 6009.072266
	Iteration 18Q: 3 clusters Score -2.503776e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 133071 members 
Entering Unmasked Estep 
Score: -25038692.000000 Penalty: 6009.072266
	Iteration 19Q: 3 clusters Score -2.503869e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 135001 members 
Entering Unmasked Estep 
Score: -25039302.000000 Penalty: 6009.072266
	Iteration 20F: 3 clusters Score -2.50393e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 136807 members 
Entering Unmasked Estep 
Score: -25040222.000000 Penalty: 6009.072266
	Iteration 21Q: 3 clusters Score -2.504022e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 138561 members 
Entering Unmasked Estep 
Score: -25040784.000000 Penalty: 6009.072266
	Iteration 22Q: 3 clusters Score -2.504078e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 140248 members 
Entering Unmasked Estep 
Score: -25041334.000000 Penalty: 6009.072266
	Iteration 23Q: 3 clusters Score -2.504133e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 141845 members 
Entering Unmasked Estep 
Score: -25041816.000000 Penalty: 6009.072266
	Iteration 24Q: 3 clusters Score -2.504182e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 143410 members 
Entering Unmasked Estep 
Score: -25042366.000000 Penalty: 6009.072266
	Iteration 25Q: 3 clusters Score -2.504237e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 144841 members 
Entering Unmasked Estep 
Score: -25042684.000000 Penalty: 6009.072266
	Iteration 26Q: 3 clusters Score -2.504268e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 146313 members 
Entering Unmasked Estep 
Score: -25042994.000000 Penalty: 6009.072266
	Iteration 27Q: 3 clusters Score -2.504299e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 147732 members 
Entering Unmasked Estep 
Score: -25043542.000000 Penalty: 6009.072266
	Iteration 28Q: 3 clusters Score -2.504354e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 149186 members 
Entering Unmasked Estep 
Score: -25043826.000000 Penalty: 6009.072266
	Iteration 29Q: 3 clusters Score -2.504383e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 150701 members 
Entering Unmasked Estep 
Score: -25044240.000000 Penalty: 6009.072266
	Iteration 30Q: 3 clusters Score -2.504424e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 152230 members 
Entering Unmasked Estep 
Score: -25044750.000000 Penalty: 6009.072266
	Iteration 31Q: 3 clusters Score -2.504475e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 153825 members 
Entering Unmasked Estep 
Score: -25045084.000000 Penalty: 6009.072266
	Iteration 32Q: 3 clusters Score -2.504508e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 155404 members 
Entering Unmasked Estep 
Score: -25045508.000000 Penalty: 6009.072266
	Iteration 33Q: 3 clusters Score -2.504551e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 157025 members 
Entering Unmasked Estep 
Score: -25046022.000000 Penalty: 6009.072266
	Iteration 34Q: 3 clusters Score -2.504602e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 158624 members 
Entering Unmasked Estep 
Score: -25046390.000000 Penalty: 6009.072266
	Iteration 35Q: 3 clusters Score -2.504639e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 160121 members 
Entering Unmasked Estep 
Score: -25046596.000000 Penalty: 6009.072266
	Iteration 36Q: 3 clusters Score -2.50466e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 161549 members 
Entering Unmasked Estep 
Score: -25046762.000000 Penalty: 6009.072266
	Iteration 37Q: 3 clusters Score -2.504676e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 162895 members 
Entering Unmasked Estep 
Score: -25047056.000000 Penalty: 6009.072266
	Iteration 38Q: 3 clusters Score -2.504706e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 164145 members 
Entering Unmasked Estep 
Score: -25047362.000000 Penalty: 6009.072266
	Iteration 39Q: 3 clusters Score -2.504736e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 165308 members 
Entering Unmasked Estep 
Score: -25047494.000000 Penalty: 6009.072266
	Iteration 40F: 3 clusters Score -2.504749e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 166375 members 
Entering Unmasked Estep 
Score: -25047520.000000 Penalty: 6009.072266
	Iteration 41Q: 3 clusters Score -2.504752e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 167393 members 
Entering Unmasked Estep 
Score: -25047646.000000 Penalty: 6009.072266
	Iteration 42Q: 3 clusters Score -2.504765e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 168316 members 
Entering Unmasked Estep 
Score: -25047798.000000 Penalty: 6009.072266
	Iteration 43Q: 3 clusters Score -2.50478e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 169135 members 
Entering Unmasked Estep 
Score: -25047876.000000 Penalty: 6009.072266
	Iteration 44Q: 3 clusters Score -2.504788e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 169916 members 
Entering Unmasked Estep 
Score: -25047762.000000 Penalty: 6009.072266
	Iteration 45Q: 3 clusters Score -2.504776e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 170637 members 
Entering Unmasked Estep 
Score: -25047648.000000 Penalty: 6009.072266
	Iteration 46Q: 3 clusters Score -2.504765e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 171293 members 
Entering Unmasked Estep 
Score: -25047736.000000 Penalty: 6009.072266
	Iteration 47Q: 3 clusters Score -2.504774e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 171906 members 
Entering Unmasked Estep 
Score: -25047776.000000 Penalty: 6009.072266
	Iteration 48Q: 3 clusters Score -2.504778e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 172480 members 
Entering Unmasked Estep 
Score: -25047768.000000 Penalty: 6009.072266
	Iteration 49Q: 3 clusters Score -2.504777e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 173016 members 
Entering Unmasked Estep 
Score: -25047734.000000 Penalty: 6009.072266
	Iteration 50Q: 3 clusters Score -2.504773e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 173473 members 
Entering Unmasked Estep 
Score: -25047698.000000 Penalty: 6009.072266
	Iteration 51Q: 3 clusters Score -2.50477e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 173924 members 
Entering Unmasked Estep 
Score: -25047624.000000 Penalty: 6009.072266
	Iteration 52Q: 3 clusters Score -2.504762e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 174331 members 
Entering Unmasked Estep 
Score: -25047664.000000 Penalty: 6009.072266
	Iteration 53Q: 3 clusters Score -2.504766e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 174720 members 
Entering Unmasked Estep 
Score: -25047648.000000 Penalty: 6009.072266
	Iteration 54Q: 3 clusters Score -2.504765e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 175062 members 
Entering Unmasked Estep 
Score: -25047578.000000 Penalty: 6009.072266
	Iteration 55Q: 3 clusters Score -2.504758e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 175368 members 
Entering Unmasked Estep 
Score: -25047612.000000 Penalty: 6009.072266
	Iteration 56Q: 3 clusters Score -2.504761e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 175653 members 
Entering Unmasked Estep 
Score: -25047604.000000 Penalty: 6009.072266
	Iteration 57Q: 3 clusters Score -2.50476e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 175900 members 
Entering Unmasked Estep 
Score: -25047580.000000 Penalty: 6009.072266
	Iteration 58Q: 3 clusters Score -2.504758e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 176130 members 
Entering Unmasked Estep 
Score: -25047660.000000 Penalty: 6009.072266
	Iteration 59Q: 3 clusters Score -2.504766e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 176359 members 
Entering Unmasked Estep 
Score: -25047626.000000 Penalty: 6009.072266
	Iteration 60F: 3 clusters Score -2.504763e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 176573 members 
Entering Unmasked Estep 
Score: -25047592.000000 Penalty: 6009.072266
	Iteration 61Q: 3 clusters Score -2.504759e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 176766 members 
Entering Unmasked Estep 
Score: -25047606.000000 Penalty: 6009.072266
	Iteration 62Q: 3 clusters Score -2.504761e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 176926 members 
Entering Unmasked Estep 
Score: -25047502.000000 Penalty: 6009.072266
	Iteration 63Q: 3 clusters Score -2.50475e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 177103 members 
Entering Unmasked Estep 
Score: -25047460.000000 Penalty: 6009.072266
	Iteration 64Q: 3 clusters Score -2.504746e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 177284 members 
Entering Unmasked Estep 
Score: -25047428.000000 Penalty: 6009.072266
	Iteration 65Q: 3 clusters Score -2.504743e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 177466 members 
Entering Unmasked Estep 
Score: -25047438.000000 Penalty: 6009.072266
	Iteration 66Q: 3 clusters Score -2.504744e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 177639 members 
Entering Unmasked Estep 
Score: -25047464.000000 Penalty: 6009.072266
	Iteration 67Q: 3 clusters Score -2.504746e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 177790 members 
Entering Unmasked Estep 
Score: -25047476.000000 Penalty: 6009.072266
	Iteration 68Q: 3 clusters Score -2.504748e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 177934 members 
Entering Unmasked Estep 
Score: -25047420.000000 Penalty: 6009.072266
	Iteration 69Q: 3 clusters Score -2.504742e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 178081 members 
Entering Unmasked Estep 
Score: -25047418.000000 Penalty: 6009.072266
	Iteration 70Q: 3 clusters Score -2.504742e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 178235 members 
Entering Unmasked Estep 
Score: -25047422.000000 Penalty: 6009.072266
	Iteration 71Q: 3 clusters Score -2.504742e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 178364 members 
Entering Unmasked Estep 
Score: -25047458.000000 Penalty: 6009.072266
	Iteration 72Q: 3 clusters Score -2.504746e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 178476 members 
Entering Unmasked Estep 
Score: -25047426.000000 Penalty: 6009.072266
	Iteration 73Q: 3 clusters Score -2.504743e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 178556 members 
Entering Unmasked Estep 
Score: -25047486.000000 Penalty: 6009.072266
	Iteration 74Q: 3 clusters Score -2.504749e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 178612 members 
Entering Unmasked Estep 
Score: -25047476.000000 Penalty: 6009.072266
	Iteration 75Q: 3 clusters Score -2.504748e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 178678 members 
Entering Unmasked Estep 
Score: -25047474.000000 Penalty: 6009.072266
	Iteration 76Q: 3 clusters Score -2.504747e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 178741 members 
Entering Unmasked Estep 
Score: -25047482.000000 Penalty: 6009.072266
	Iteration 77Q: 3 clusters Score -2.504748e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 178801 members 
Entering Unmasked Estep 
Score: -25047482.000000 Penalty: 6009.072266
	Iteration 78Q: 3 clusters Score -2.504748e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 178849 members 
Entering Unmasked Estep 
Score: -25047458.000000 Penalty: 6009.072266
	Iteration 79Q: 3 clusters Score -2.504746e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 178889 members 
Entering Unmasked Estep 
Score: -25047470.000000 Penalty: 6009.072266
	Iteration 80F: 3 clusters Score -2.504747e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 178920 members 
Entering Unmasked Estep 
Score: -25047474.000000 Penalty: 6009.072266
	Iteration 81Q: 3 clusters Score -2.504747e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 178947 members 
Entering Unmasked Estep 
Score: -25047452.000000 Penalty: 6009.072266
	Iteration 82Q: 3 clusters Score -2.504745e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 178975 members 
Entering Unmasked Estep 
Score: -25047454.000000 Penalty: 6009.072266
	Iteration 83Q: 3 clusters Score -2.504745e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 178993 members 
Entering Unmasked Estep 
Score: -25047448.000000 Penalty: 6009.072266
	Iteration 84Q: 3 clusters Score -2.504745e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 179012 members 
Entering Unmasked Estep 
Score: -25047436.000000 Penalty: 6009.072266
	Iteration 85Q: 3 clusters Score -2.504744e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 179034 members 
Entering Unmasked Estep 
Score: -25047436.000000 Penalty: 6009.072266
	Iteration 86Q: 3 clusters Score -2.504744e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 179050 members 
Entering Unmasked Estep 
Score: -25047432.000000 Penalty: 6009.072266
	Iteration 87Q: 3 clusters Score -2.504743e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 179071 members 
Entering Unmasked Estep 
Score: -25047432.000000 Penalty: 6009.072266
	Iteration 88Q: 3 clusters Score -2.504743e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 179100 members 
Entering Unmasked Estep 
Score: -25047470.000000 Penalty: 6009.072266
	Iteration 89Q: 3 clusters Score -2.504747e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 179126 members 
Entering Unmasked Estep 
Score: -25047432.000000 Penalty: 6009.072266
	Iteration 90Q: 3 clusters Score -2.504743e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 179152 members 
Entering Unmasked Estep 
Score: -25047422.000000 Penalty: 6009.072266
	Iteration 91Q: 3 clusters Score -2.504742e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 179177 members 
Entering Unmasked Estep 
Score: -25047434.000000 Penalty: 6009.072266
	Iteration 92Q: 3 clusters Score -2.504743e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 179199 members 
Entering Unmasked Estep 
Score: -25047448.000000 Penalty: 6009.072266
	Iteration 93Q: 3 clusters Score -2.504745e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 179228 members 
Entering Unmasked Estep 
Score: -25047416.000000 Penalty: 6009.072266
	Iteration 94Q: 3 clusters Score -2.504742e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 179251 members 
Entering Unmasked Estep 
Score: -25047414.000000 Penalty: 6009.072266
	Iteration 95Q: 3 clusters Score -2.504741e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 179275 members 
Entering Unmasked Estep 
Score: -25047426.000000 Penalty: 6009.072266
	Iteration 96Q: 3 clusters Score -2.504743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 179287 members 
Entering Unmasked Estep 
Score: -25047448.000000 Penalty: 6009.072266
	Iteration 97Q: 3 clusters Score -2.504745e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 179307 members 
Entering Unmasked Estep 
Score: -25047432.000000 Penalty: 6009.072266
	Iteration 98Q: 3 clusters Score -2.504743e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 179328 members 
Entering Unmasked Estep 
Score: -25047428.000000 Penalty: 6009.072266
	Iteration 99Q: 3 clusters Score -2.504743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 179338 members 
Entering Unmasked Estep 
Score: -25047414.000000 Penalty: 6009.072266
	Iteration 100F: 3 clusters Score -2.504741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 179346 members 
Entering Unmasked Estep 
Score: -25047426.000000 Penalty: 6009.072266
	Iteration 101Q: 3 clusters Score -2.504743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 179354 members 
Entering Unmasked Estep 
Score: -25047426.000000 Penalty: 6009.072266
	Iteration 102Q: 3 clusters Score -2.504743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 179364 members 
Entering Unmasked Estep 
Score: -25047410.000000 Penalty: 6009.072266
	Iteration 103Q: 3 clusters Score -2.504741e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 179376 members 
Entering Unmasked Estep 
Score: -25047394.000000 Penalty: 6009.072266
	Iteration 104Q: 3 clusters Score -2.504739e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 179387 members 
Entering Unmasked Estep 
Score: -25047404.000000 Penalty: 6009.072266
	Iteration 105Q: 3 clusters Score -2.50474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 179397 members 
Entering Unmasked Estep 
Score: -25047412.000000 Penalty: 6009.072266
	Iteration 106Q: 3 clusters Score -2.504741e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 179411 members 
Entering Unmasked Estep 
Score: -25047396.000000 Penalty: 6009.072266
	Iteration 107Q: 3 clusters Score -2.50474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 179419 members 
Entering Unmasked Estep 
Score: -25047392.000000 Penalty: 6009.072266
	Iteration 108Q: 3 clusters Score -2.504739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 179426 members 
Entering Unmasked Estep 
Score: -25047374.000000 Penalty: 6009.072266
	Iteration 109Q: 3 clusters Score -2.504737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 179432 members 
Entering Unmasked Estep 
Score: -25047372.000000 Penalty: 6009.072266
	Iteration 110Q: 3 clusters Score -2.504737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 179436 members 
Entering Unmasked Estep 
Score: -25047358.000000 Penalty: 6009.072266
	Iteration 111Q: 3 clusters Score -2.504736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 179439 members 
Entering Unmasked Estep 
Score: -25047366.000000 Penalty: 6009.072266
	Iteration 112Q: 3 clusters Score -2.504737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 179443 members 
Entering Unmasked Estep 
Score: -25047386.000000 Penalty: 6009.072266
	Iteration 113Q: 3 clusters Score -2.504739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 179448 members 
Entering Unmasked Estep 
Score: -25047382.000000 Penalty: 6009.072266
	Iteration 114Q: 3 clusters Score -2.504738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 179453 members 
Entering Unmasked Estep 
Score: -25047376.000000 Penalty: 6009.072266
	Iteration 115Q: 3 clusters Score -2.504738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 179460 members 
Entering Unmasked Estep 
Score: -25047378.000000 Penalty: 6009.072266
	Iteration 116Q: 3 clusters Score -2.504738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 179462 members 
Entering Unmasked Estep 
Score: -25047418.000000 Penalty: 6009.072266
	Iteration 117Q: 3 clusters Score -2.504742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 179468 members 
Entering Unmasked Estep 
Score: -25047396.000000 Penalty: 6009.072266
	Iteration 118Q: 3 clusters Score -2.50474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 179475 members 
Entering Unmasked Estep 
Score: -25047382.000000 Penalty: 6009.072266
	Iteration 119Q: 3 clusters Score -2.504738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 179481 members 
Entering Unmasked Estep 
Score: -25047376.000000 Penalty: 6009.072266
	Iteration 120F: 3 clusters Score -2.504738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 179492 members 
Entering Unmasked Estep 
Score: -25047382.000000 Penalty: 6009.072266
	Iteration 121Q: 3 clusters Score -2.504738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 179502 members 
Entering Unmasked Estep 
Score: -25047378.000000 Penalty: 6009.072266
	Iteration 122Q: 3 clusters Score -2.504738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 179505 members 
Entering Unmasked Estep 
Score: -25047372.000000 Penalty: 6009.072266
	Iteration 123Q: 3 clusters Score -2.504737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 179506 members 
Entering Unmasked Estep 
Score: -25047368.000000 Penalty: 6009.072266
	Iteration 124Q: 3 clusters Score -2.504737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 179506 members 
Entering Unmasked Estep 
Score: -25047364.000000 Penalty: 6009.072266
	Iteration 125Q: 3 clusters Score -2.504736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 179506 members 
Entering Unmasked Estep 
Score: -25047364.000000 Penalty: 6009.072266
	Iteration 126F: 3 clusters Score -2.504736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Entering Unmasked Estep 
Score: -123138.390625 Penalty: 1704.287720
	Iteration 0F: 2 clusters Score -123138.4 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 469 members 
Entering Unmasked Estep 
Score: -121193.750000 Penalty: 3408.575439
	Iteration 0F: 3 clusters Score -121193.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -121466.195312 Penalty: 3408.575439
	Iteration 1F: 3 clusters Score -121466.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -121578.765625 Penalty: 3408.575439
	Iteration 2F: 3 clusters Score -121578.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -121646.382812 Penalty: 3408.575439
	Iteration 3Q: 3 clusters Score -121646.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -121677.343750 Penalty: 3408.575439
	Iteration 4Q: 3 clusters Score -121677.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -121701.546875 Penalty: 3408.575439
	Iteration 5Q: 3 clusters Score -121701.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -121719.429688 Penalty: 3408.575439
	Iteration 6Q: 3 clusters Score -121719.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -121736.992188 Penalty: 3408.575439
	Iteration 7Q: 3 clusters Score -121737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -121752.328125 Penalty: 3408.575439
	Iteration 8Q: 3 clusters Score -121752.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -121759.406250 Penalty: 3408.575439
	Iteration 9Q: 3 clusters Score -121759.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -121768.757812 Penalty: 3408.575439
	Iteration 10Q: 3 clusters Score -121768.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -121781.835938 Penalty: 3408.575439
	Iteration 11Q: 3 clusters Score -121781.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -121788.179688 Penalty: 3408.575439
	Iteration 12Q: 3 clusters Score -121788.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -121796.078125 Penalty: 3408.575439
	Iteration 13Q: 3 clusters Score -121796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -121798.882812 Penalty: 3408.575439
	Iteration 14Q: 3 clusters Score -121798.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -121801.726562 Penalty: 3408.575439
	Iteration 15Q: 3 clusters Score -121801.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -121802.828125 Penalty: 3408.575439
	Iteration 16Q: 3 clusters Score -121802.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -121802.828125 Penalty: 3408.575439
	Iteration 17F: 3 clusters Score -121802.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (75018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75018 members 
Entering Unmasked Estep 
Score: -10355991.000000 Penalty: 2783.919678
	Iteration 0F: 2 clusters Score -1.035599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -10305667.000000 Penalty: 5567.839355
	Iteration 0F: 3 clusters Score -1.030567e+07 nChanged 35112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -10325679.000000 Penalty: 5567.839355
	Iteration 1F: 3 clusters Score -1.032568e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -10326328.000000 Penalty: 5567.839355
	Iteration 2Q: 3 clusters Score -1.032633e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -10327133.000000 Penalty: 5567.839355
	Iteration 3Q: 3 clusters Score -1.032713e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -10328083.000000 Penalty: 5567.839355
	Iteration 4Q: 3 clusters Score -1.032808e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -10329420.000000 Penalty: 5567.839355
	Iteration 5Q: 3 clusters Score -1.032942e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -10331044.000000 Penalty: 5567.839355
	Iteration 6Q: 3 clusters Score -1.033104e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -10333476.000000 Penalty: 5567.839355
	Iteration 7F: 3 clusters Score -1.033348e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -10336518.000000 Penalty: 5567.839355
	Iteration 8F: 3 clusters Score -1.033652e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -10339430.000000 Penalty: 5567.839355
	Iteration 9F: 3 clusters Score -1.033943e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -10341359.000000 Penalty: 5567.839355
	Iteration 10F: 3 clusters Score -1.034136e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -10342150.000000 Penalty: 5567.839355
	Iteration 11Q: 3 clusters Score -1.034215e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -10342551.000000 Penalty: 5567.839355
	Iteration 12Q: 3 clusters Score -1.034255e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -10342693.000000 Penalty: 5567.839355
	Iteration 13Q: 3 clusters Score -1.034269e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -10342856.000000 Penalty: 5567.839355
	Iteration 14Q: 3 clusters Score -1.034286e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -10342965.000000 Penalty: 5567.839355
	Iteration 15Q: 3 clusters Score -1.034296e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -10343111.000000 Penalty: 5567.839355
	Iteration 16Q: 3 clusters Score -1.034311e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -10343162.000000 Penalty: 5567.839355
	Iteration 17Q: 3 clusters Score -1.034316e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -10343260.000000 Penalty: 5567.839355
	Iteration 18Q: 3 clusters Score -1.034326e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -10343385.000000 Penalty: 5567.839355
	Iteration 19Q: 3 clusters Score -1.034338e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -10343440.000000 Penalty: 5567.839355
	Iteration 20F: 3 clusters Score -1.034344e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -10343568.000000 Penalty: 5567.839355
	Iteration 21Q: 3 clusters Score -1.034357e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -10343640.000000 Penalty: 5567.839355
	Iteration 22Q: 3 clusters Score -1.034364e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -10343669.000000 Penalty: 5567.839355
	Iteration 23Q: 3 clusters Score -1.034367e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -10343767.000000 Penalty: 5567.839355
	Iteration 24Q: 3 clusters Score -1.034377e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -10343798.000000 Penalty: 5567.839355
	Iteration 25Q: 3 clusters Score -1.03438e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -10343864.000000 Penalty: 5567.839355
	Iteration 26Q: 3 clusters Score -1.034386e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -10343911.000000 Penalty: 5567.839355
	Iteration 27Q: 3 clusters Score -1.034391e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -10343990.000000 Penalty: 5567.839355
	Iteration 28Q: 3 clusters Score -1.034399e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -10344026.000000 Penalty: 5567.839355
	Iteration 29Q: 3 clusters Score -1.034403e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -10344089.000000 Penalty: 5567.839355
	Iteration 30Q: 3 clusters Score -1.034409e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -10344155.000000 Penalty: 5567.839355
	Iteration 31Q: 3 clusters Score -1.034416e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -10344256.000000 Penalty: 5567.839355
	Iteration 32Q: 3 clusters Score -1.034426e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -10344356.000000 Penalty: 5567.839355
	Iteration 33Q: 3 clusters Score -1.034436e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -10344438.000000 Penalty: 5567.839355
	Iteration 34Q: 3 clusters Score -1.034444e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -10344476.000000 Penalty: 5567.839355
	Iteration 35Q: 3 clusters Score -1.034448e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -10344613.000000 Penalty: 5567.839355
	Iteration 36Q: 3 clusters Score -1.034461e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -10344706.000000 Penalty: 5567.839355
	Iteration 37Q: 3 clusters Score -1.034471e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -10344801.000000 Penalty: 5567.839355
	Iteration 38Q: 3 clusters Score -1.03448e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -10344870.000000 Penalty: 5567.839355
	Iteration 39Q: 3 clusters Score -1.034487e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -10344969.000000 Penalty: 5567.839355
	Iteration 40F: 3 clusters Score -1.034497e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -10345108.000000 Penalty: 5567.839355
	Iteration 41Q: 3 clusters Score -1.034511e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -10345238.000000 Penalty: 5567.839355
	Iteration 42Q: 3 clusters Score -1.034524e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -10345394.000000 Penalty: 5567.839355
	Iteration 43Q: 3 clusters Score -1.034539e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -10345568.000000 Penalty: 5567.839355
	Iteration 44Q: 3 clusters Score -1.034557e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -10345694.000000 Penalty: 5567.839355
	Iteration 45Q: 3 clusters Score -1.034569e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -10345912.000000 Penalty: 5567.839355
	Iteration 46Q: 3 clusters Score -1.034591e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -10346186.000000 Penalty: 5567.839355
	Iteration 47Q: 3 clusters Score -1.034619e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -10346389.000000 Penalty: 5567.839355
	Iteration 48Q: 3 clusters Score -1.034639e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -10346585.000000 Penalty: 5567.839355
	Iteration 49Q: 3 clusters Score -1.034658e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -10346764.000000 Penalty: 5567.839355
	Iteration 50Q: 3 clusters Score -1.034676e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -10346982.000000 Penalty: 5567.839355
	Iteration 51Q: 3 clusters Score -1.034698e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -10347191.000000 Penalty: 5567.839355
	Iteration 52Q: 3 clusters Score -1.034719e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -10347349.000000 Penalty: 5567.839355
	Iteration 53Q: 3 clusters Score -1.034735e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -10347584.000000 Penalty: 5567.839355
	Iteration 54Q: 3 clusters Score -1.034758e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -10347845.000000 Penalty: 5567.839355
	Iteration 55Q: 3 clusters Score -1.034784e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -10348101.000000 Penalty: 5567.839355
	Iteration 56Q: 3 clusters Score -1.03481e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56153 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -10348259.000000 Penalty: 5567.839355
	Iteration 57Q: 3 clusters Score -1.034826e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -10348487.000000 Penalty: 5567.839355
	Iteration 58Q: 3 clusters Score -1.034849e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57855 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -10348699.000000 Penalty: 5567.839355
	Iteration 59Q: 3 clusters Score -1.03487e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -10348888.000000 Penalty: 5567.839355
	Iteration 60F: 3 clusters Score -1.034889e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59406 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -10349098.000000 Penalty: 5567.839355
	Iteration 61Q: 3 clusters Score -1.03491e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -10349292.000000 Penalty: 5567.839355
	Iteration 62Q: 3 clusters Score -1.034929e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60874 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -10349538.000000 Penalty: 5567.839355
	Iteration 63Q: 3 clusters Score -1.034954e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61655 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -10349787.000000 Penalty: 5567.839355
	Iteration 64Q: 3 clusters Score -1.034979e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62398 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -10349976.000000 Penalty: 5567.839355
	Iteration 65Q: 3 clusters Score -1.034998e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63167 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -10350202.000000 Penalty: 5567.839355
	Iteration 66Q: 3 clusters Score -1.03502e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63927 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -10350465.000000 Penalty: 5567.839355
	Iteration 67Q: 3 clusters Score -1.035046e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -10350695.000000 Penalty: 5567.839355
	Iteration 68Q: 3 clusters Score -1.03507e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65319 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -10350903.000000 Penalty: 5567.839355
	Iteration 69Q: 3 clusters Score -1.03509e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -10351153.000000 Penalty: 5567.839355
	Iteration 70Q: 3 clusters Score -1.035115e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66616 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -10351328.000000 Penalty: 5567.839355
	Iteration 71Q: 3 clusters Score -1.035133e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67279 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -10351543.000000 Penalty: 5567.839355
	Iteration 72Q: 3 clusters Score -1.035154e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67896 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -10351756.000000 Penalty: 5567.839355
	Iteration 73Q: 3 clusters Score -1.035176e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68452 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -10351963.000000 Penalty: 5567.839355
	Iteration 74Q: 3 clusters Score -1.035196e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68962 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -10352168.000000 Penalty: 5567.839355
	Iteration 75Q: 3 clusters Score -1.035217e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -10352322.000000 Penalty: 5567.839355
	Iteration 76Q: 3 clusters Score -1.035232e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69927 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -10352511.000000 Penalty: 5567.839355
	Iteration 77Q: 3 clusters Score -1.035251e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70367 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -10352693.000000 Penalty: 5567.839355
	Iteration 78Q: 3 clusters Score -1.035269e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70750 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -10352827.000000 Penalty: 5567.839355
	Iteration 79Q: 3 clusters Score -1.035283e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71084 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -10352953.000000 Penalty: 5567.839355
	Iteration 80F: 3 clusters Score -1.035295e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71371 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -10353039.000000 Penalty: 5567.839355
	Iteration 81Q: 3 clusters Score -1.035304e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71626 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -10353140.000000 Penalty: 5567.839355
	Iteration 82Q: 3 clusters Score -1.035314e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71826 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -10353171.000000 Penalty: 5567.839355
	Iteration 83Q: 3 clusters Score -1.035317e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71993 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -10353265.000000 Penalty: 5567.839355
	Iteration 84Q: 3 clusters Score -1.035326e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72142 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -10353326.000000 Penalty: 5567.839355
	Iteration 85Q: 3 clusters Score -1.035333e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72285 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -10353363.000000 Penalty: 5567.839355
	Iteration 86Q: 3 clusters Score -1.035336e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72410 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -10353415.000000 Penalty: 5567.839355
	Iteration 87Q: 3 clusters Score -1.035342e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72520 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -10353465.000000 Penalty: 5567.839355
	Iteration 88Q: 3 clusters Score -1.035346e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72631 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -10353492.000000 Penalty: 5567.839355
	Iteration 89Q: 3 clusters Score -1.035349e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72739 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -10353526.000000 Penalty: 5567.839355
	Iteration 90Q: 3 clusters Score -1.035353e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72839 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -10353554.000000 Penalty: 5567.839355
	Iteration 91Q: 3 clusters Score -1.035355e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72923 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -10353568.000000 Penalty: 5567.839355
	Iteration 92Q: 3 clusters Score -1.035357e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72988 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -10353574.000000 Penalty: 5567.839355
	Iteration 93Q: 3 clusters Score -1.035357e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73045 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -10353597.000000 Penalty: 5567.839355
	Iteration 94Q: 3 clusters Score -1.03536e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73085 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -10353610.000000 Penalty: 5567.839355
	Iteration 95Q: 3 clusters Score -1.035361e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73127 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -10353600.000000 Penalty: 5567.839355
	Iteration 96Q: 3 clusters Score -1.03536e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73162 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -10353601.000000 Penalty: 5567.839355
	Iteration 97Q: 3 clusters Score -1.03536e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73192 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -10353587.000000 Penalty: 5567.839355
	Iteration 98Q: 3 clusters Score -1.035359e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73211 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -10353607.000000 Penalty: 5567.839355
	Iteration 99Q: 3 clusters Score -1.035361e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -10353607.000000 Penalty: 5567.839355
	Iteration 100F: 3 clusters Score -1.035361e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73248 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -10353608.000000 Penalty: 5567.839355
	Iteration 101Q: 3 clusters Score -1.035361e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73263 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -10353615.000000 Penalty: 5567.839355
	Iteration 102Q: 3 clusters Score -1.035362e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73278 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -10353614.000000 Penalty: 5567.839355
	Iteration 103Q: 3 clusters Score -1.035361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73290 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -10353610.000000 Penalty: 5567.839355
	Iteration 104Q: 3 clusters Score -1.035361e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -10353610.000000 Penalty: 5567.839355
	Iteration 105Q: 3 clusters Score -1.035361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73313 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -10353623.000000 Penalty: 5567.839355
	Iteration 106Q: 3 clusters Score -1.035362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73322 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -10353621.000000 Penalty: 5567.839355
	Iteration 107Q: 3 clusters Score -1.035362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73327 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -10353619.000000 Penalty: 5567.839355
	Iteration 108Q: 3 clusters Score -1.035362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73335 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -10353631.000000 Penalty: 5567.839355
	Iteration 109Q: 3 clusters Score -1.035363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73341 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -10353624.000000 Penalty: 5567.839355
	Iteration 110Q: 3 clusters Score -1.035362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73350 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -10353624.000000 Penalty: 5567.839355
	Iteration 111Q: 3 clusters Score -1.035362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73358 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -10353632.000000 Penalty: 5567.839355
	Iteration 112Q: 3 clusters Score -1.035363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73369 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -10353651.000000 Penalty: 5567.839355
	Iteration 113Q: 3 clusters Score -1.035365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73378 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -10353650.000000 Penalty: 5567.839355
	Iteration 114Q: 3 clusters Score -1.035365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73385 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -10353653.000000 Penalty: 5567.839355
	Iteration 115Q: 3 clusters Score -1.035365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73395 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -10353673.000000 Penalty: 5567.839355
	Iteration 116Q: 3 clusters Score -1.035367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73403 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -10353662.000000 Penalty: 5567.839355
	Iteration 117Q: 3 clusters Score -1.035366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73414 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -10353664.000000 Penalty: 5567.839355
	Iteration 118Q: 3 clusters Score -1.035366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73421 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -10353669.000000 Penalty: 5567.839355
	Iteration 119Q: 3 clusters Score -1.035367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73429 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -10353665.000000 Penalty: 5567.839355
	Iteration 120F: 3 clusters Score -1.035366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73441 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -10353655.000000 Penalty: 5567.839355
	Iteration 121Q: 3 clusters Score -1.035366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73448 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -10353656.000000 Penalty: 5567.839355
	Iteration 122Q: 3 clusters Score -1.035366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73451 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -10353667.000000 Penalty: 5567.839355
	Iteration 123Q: 3 clusters Score -1.035367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73455 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -10353654.000000 Penalty: 5567.839355
	Iteration 124Q: 3 clusters Score -1.035365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73457 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -10353657.000000 Penalty: 5567.839355
	Iteration 125Q: 3 clusters Score -1.035366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73458 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -10353654.000000 Penalty: 5567.839355
	Iteration 126Q: 3 clusters Score -1.035365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73459 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -10353659.000000 Penalty: 5567.839355
	Iteration 127Q: 3 clusters Score -1.035366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73460 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -10353660.000000 Penalty: 5567.839355
	Iteration 128Q: 3 clusters Score -1.035366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73460 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -10353660.000000 Penalty: 5567.839355
	Iteration 129F: 3 clusters Score -1.035366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71773 members 
Mstep: Class 4 contains 4364 members 
Mstep: Class 8 contains 57439 members 
Mstep: Class 9 contains 13954 members 
Mstep: Class 10 contains 162211 members 
Mstep: Class 11 contains 18866 members 
Mstep: Class 12 contains 151647 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38054 members 
Mstep: Class 17 contains 24517 members 
Mstep: Class 18 contains 54471 members 
Mstep: Class 19 contains 182602 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104832.000000 Penalty: 54213.273438
Iteration 359Q: 17 clusters Score -1.161048e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71718 members 
Mstep: Class 4 contains 4364 members 
Mstep: Class 8 contains 57449 members 
Mstep: Class 9 contains 13952 members 
Mstep: Class 10 contains 162186 members 
Mstep: Class 11 contains 18869 members 
Mstep: Class 12 contains 151654 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38057 members 
Mstep: Class 17 contains 24523 members 
Mstep: Class 18 contains 54472 members 
Mstep: Class 19 contains 182643 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104856.000000 Penalty: 54213.273438
Iteration 360F: 17 clusters Score -1.161049e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71655 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 8 contains 57460 members 
Mstep: Class 9 contains 13950 members 
Mstep: Class 10 contains 162177 members 
Mstep: Class 11 contains 18872 members 
Mstep: Class 12 contains 151656 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38058 members 
Mstep: Class 17 contains 24521 members 
Mstep: Class 18 contains 54470 members 
Mstep: Class 19 contains 182695 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104920.000000 Penalty: 54213.273438
Iteration 361Q: 17 clusters Score -1.161049e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71600 members 
Mstep: Class 4 contains 4366 members 
Mstep: Class 8 contains 57464 members 
Mstep: Class 9 contains 13948 members 
Mstep: Class 10 contains 162170 members 
Mstep: Class 11 contains 18874 members 
Mstep: Class 12 contains 151662 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38059 members 
Mstep: Class 17 contains 24519 members 
Mstep: Class 18 contains 54474 members 
Mstep: Class 19 contains 182735 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104768.000000 Penalty: 54213.273438
Iteration 362Q: 17 clusters Score -1.161048e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71541 members 
Mstep: Class 4 contains 4366 members 
Mstep: Class 8 contains 57465 members 
Mstep: Class 9 contains 13946 members 
Mstep: Class 10 contains 162155 members 
Mstep: Class 11 contains 18879 members 
Mstep: Class 12 contains 151654 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38059 members 
Mstep: Class 17 contains 24518 members 
Mstep: Class 18 contains 54481 members 
Mstep: Class 19 contains 182801 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104616.000000 Penalty: 54213.273438
Iteration 363Q: 17 clusters Score -1.161046e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71474 members 
Mstep: Class 4 contains 4366 members 
Mstep: Class 8 contains 57472 members 
Mstep: Class 9 contains 13944 members 
Mstep: Class 10 contains 162140 members 
Mstep: Class 11 contains 18880 members 
Mstep: Class 12 contains 151649 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38047 members 
Mstep: Class 17 contains 24514 members 
Mstep: Class 18 contains 54492 members 
Mstep: Class 19 contains 182866 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104744.000000 Penalty: 54213.273438
Iteration 364Q: 17 clusters Score -1.161047e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71429 members 
Mstep: Class 4 contains 4366 members 
Mstep: Class 8 contains 57475 members 
Mstep: Class 9 contains 13942 members 
Mstep: Class 10 contains 162123 members 
Mstep: Class 11 contains 18883 members 
Mstep: Class 12 contains 151635 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38044 members 
Mstep: Class 17 contains 24515 members 
Mstep: Class 18 contains 54492 members 
Mstep: Class 19 contains 182929 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104736.000000 Penalty: 54213.273438
Iteration 365Q: 17 clusters Score -1.161047e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71377 members 
Mstep: Class 4 contains 4366 members 
Mstep: Class 8 contains 57481 members 
Mstep: Class 9 contains 13941 members 
Mstep: Class 10 contains 162106 members 
Mstep: Class 11 contains 18878 members 
Mstep: Class 12 contains 151628 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38044 members 
Mstep: Class 17 contains 24516 members 
Mstep: Class 18 contains 54493 members 
Mstep: Class 19 contains 182979 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104664.000000 Penalty: 54213.273438
Iteration 366Q: 17 clusters Score -1.161047e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71325 members 
Mstep: Class 4 contains 4366 members 
Mstep: Class 8 contains 57490 members 
Mstep: Class 9 contains 13940 members 
Mstep: Class 10 contains 162097 members 
Mstep: Class 11 contains 18875 members 
Mstep: Class 12 contains 151620 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38046 members 
Mstep: Class 17 contains 24517 members 
Mstep: Class 18 contains 54498 members 
Mstep: Class 19 contains 183012 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104784.000000 Penalty: 54213.273438
Iteration 367Q: 17 clusters Score -1.161048e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71259 members 
Mstep: Class 4 contains 4366 members 
Mstep: Class 8 contains 57500 members 
Mstep: Class 9 contains 13935 members 
Mstep: Class 10 contains 162094 members 
Mstep: Class 11 contains 18875 members 
Mstep: Class 12 contains 151611 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38047 members 
Mstep: Class 17 contains 24523 members 
Mstep: Class 18 contains 54502 members 
Mstep: Class 19 contains 183054 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104792.000000 Penalty: 54213.273438
Iteration 368Q: 17 clusters Score -1.161048e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71220 members 
Mstep: Class 4 contains 4366 members 
Mstep: Class 8 contains 57506 members 
Mstep: Class 9 contains 13933 members 
Mstep: Class 10 contains 162059 members 
Mstep: Class 11 contains 18872 members 
Mstep: Class 12 contains 151616 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38047 members 
Mstep: Class 17 contains 24528 members 
Mstep: Class 18 contains 54508 members 
Mstep: Class 19 contains 183095 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104760.000000 Penalty: 54213.273438
Iteration 369Q: 17 clusters Score -1.161048e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71197 members 
Mstep: Class 4 contains 4366 members 
Mstep: Class 8 contains 57508 members 
Mstep: Class 9 contains 13931 members 
Mstep: Class 10 contains 162029 members 
Mstep: Class 11 contains 18866 members 
Mstep: Class 12 contains 151616 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38046 members 
Mstep: Class 17 contains 24535 members 
Mstep: Class 18 contains 54509 members 
Mstep: Class 19 contains 183130 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104656.000000 Penalty: 54213.273438
Iteration 370Q: 17 clusters Score -1.161047e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71170 members 
Mstep: Class 4 contains 4366 members 
Mstep: Class 8 contains 57513 members 
Mstep: Class 9 contains 13928 members 
Mstep: Class 10 contains 162009 members 
Mstep: Class 11 contains 18867 members 
Mstep: Class 12 contains 151621 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38043 members 
Mstep: Class 17 contains 24535 members 
Mstep: Class 18 contains 54517 members 
Mstep: Class 19 contains 183144 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104608.000000 Penalty: 54213.273438
Iteration 371Q: 17 clusters Score -1.161046e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71137 members 
Mstep: Class 4 contains 4366 members 
Mstep: Class 8 contains 57521 members 
Mstep: Class 9 contains 13928 members 
Mstep: Class 10 contains 162004 members 
Mstep: Class 11 contains 18870 members 
Mstep: Class 12 contains 151618 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38041 members 
Mstep: Class 17 contains 24539 members 
Mstep: Class 18 contains 54515 members 
Mstep: Class 19 contains 183158 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104640.000000 Penalty: 54213.273438
Iteration 372Q: 17 clusters Score -1.161046e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71118 members 
Mstep: Class 4 contains 4366 members 
Mstep: Class 8 contains 57525 members 
Mstep: Class 9 contains 13930 members 
Mstep: Class 10 contains 162005 members 
Mstep: Class 11 contains 18870 members 
Mstep: Class 12 contains 151609 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38040 members 
Mstep: Class 17 contains 24541 members 
Mstep: Class 18 contains 54509 members 
Mstep: Class 19 contains 183173 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104560.000000 Penalty: 54213.273438
Iteration 373Q: 17 clusters Score -1.161046e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71105 members 
Mstep: Class 4 contains 4366 members 
Mstep: Class 8 contains 57527 members 
Mstep: Class 9 contains 13929 members 
Mstep: Class 10 contains 162007 members 
Mstep: Class 11 contains 18864 members 
Mstep: Class 12 contains 151610 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38036 members 
Mstep: Class 17 contains 24543 members 
Mstep: Class 18 contains 54508 members 
Mstep: Class 19 contains 183184 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104544.000000 Penalty: 54213.273438
Iteration 374Q: 17 clusters Score -1.161045e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71088 members 
Mstep: Class 4 contains 4366 members 
Mstep: Class 8 contains 57530 members 
Mstep: Class 9 contains 13931 members 
Mstep: Class 10 contains 162003 members 
Mstep: Class 11 contains 18864 members 
Mstep: Class 12 contains 151612 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38034 members 
Mstep: Class 17 contains 24545 members 
Mstep: Class 18 contains 54507 members 
Mstep: Class 19 contains 183195 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104552.000000 Penalty: 54213.273438
Iteration 375Q: 17 clusters Score -1.161046e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71060 members 
Mstep: Class 4 contains 4366 members 
Mstep: Class 8 contains 57534 members 
Mstep: Class 9 contains 13929 members 
Mstep: Class 10 contains 161994 members 
Mstep: Class 11 contains 18868 members 
Mstep: Class 12 contains 151618 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38034 members 
Mstep: Class 17 contains 24547 members 
Mstep: Class 18 contains 54507 members 
Mstep: Class 19 contains 183208 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104560.000000 Penalty: 54213.273438
Iteration 376Q: 17 clusters Score -1.161046e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71041 members 
Mstep: Class 4 contains 4367 members 
Mstep: Class 8 contains 57533 members 
Mstep: Class 9 contains 13929 members 
Mstep: Class 10 contains 161994 members 
Mstep: Class 11 contains 18873 members 
Mstep: Class 12 contains 151618 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38034 members 
Mstep: Class 17 contains 24548 members 
Mstep: Class 18 contains 54504 members 
Mstep: Class 19 contains 183218 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104600.000000 Penalty: 54213.273438
Iteration 377Q: 17 clusters Score -1.161046e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71018 members 
Mstep: Class 4 contains 4367 members 
Mstep: Class 8 contains 57533 members 
Mstep: Class 9 contains 13928 members 
Mstep: Class 10 contains 161990 members 
Mstep: Class 11 contains 18871 members 
Mstep: Class 12 contains 151634 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38031 members 
Mstep: Class 17 contains 24549 members 
Mstep: Class 18 contains 54510 members 
Mstep: Class 19 contains 183221 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104696.000000 Penalty: 54213.273438
Iteration 378Q: 17 clusters Score -1.161047e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 71004 members 
Mstep: Class 4 contains 4367 members 
Mstep: Class 8 contains 57536 members 
Mstep: Class 9 contains 13929 members 
Mstep: Class 10 contains 161988 members 
Mstep: Class 11 contains 18873 members 
Mstep: Class 12 contains 151611 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38031 members 
Mstep: Class 17 contains 24549 members 
Mstep: Class 18 contains 54514 members 
Mstep: Class 19 contains 183239 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104728.000000 Penalty: 54213.273438
Iteration 379Q: 17 clusters Score -1.161047e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 70982 members 
Mstep: Class 4 contains 4367 members 
Mstep: Class 8 contains 57537 members 
Mstep: Class 9 contains 13928 members 
Mstep: Class 10 contains 161984 members 
Mstep: Class 11 contains 18875 members 
Mstep: Class 12 contains 151590 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38031 members 
Mstep: Class 17 contains 24553 members 
Mstep: Class 18 contains 54520 members 
Mstep: Class 19 contains 183266 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104760.000000 Penalty: 54213.273438
Iteration 380F: 17 clusters Score -1.161048e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 70968 members 
Mstep: Class 4 contains 4368 members 
Mstep: Class 8 contains 57538 members 
Mstep: Class 9 contains 13928 members 
Mstep: Class 10 contains 161984 members 
Mstep: Class 11 contains 18876 members 
Mstep: Class 12 contains 151562 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38032 members 
Mstep: Class 17 contains 24551 members 
Mstep: Class 18 contains 54526 members 
Mstep: Class 19 contains 183295 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104752.000000 Penalty: 54213.273438
Iteration 381Q: 17 clusters Score -1.161048e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 70953 members 
Mstep: Class 4 contains 4369 members 
Mstep: Class 8 contains 57537 members 
Mstep: Class 9 contains 13927 members 
Mstep: Class 10 contains 161987 members 
Mstep: Class 11 contains 18879 members 
Mstep: Class 12 contains 151519 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38032 members 
Mstep: Class 17 contains 24552 members 
Mstep: Class 18 contains 54534 members 
Mstep: Class 19 contains 183332 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104776.000000 Penalty: 54213.273438
Iteration 382Q: 17 clusters Score -1.161048e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 70942 members 
Mstep: Class 4 contains 4370 members 
Mstep: Class 8 contains 57533 members 
Mstep: Class 9 contains 13927 members 
Mstep: Class 10 contains 161990 members 
Mstep: Class 11 contains 18881 members 
Mstep: Class 12 contains 151475 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38035 members 
Mstep: Class 17 contains 24557 members 
Mstep: Class 18 contains 54537 members 
Mstep: Class 19 contains 183370 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104776.000000 Penalty: 54213.273438
Iteration 383Q: 17 clusters Score -1.161048e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 70930 members 
Mstep: Class 4 contains 4370 members 
Mstep: Class 8 contains 57536 members 
Mstep: Class 9 contains 13925 members 
Mstep: Class 10 contains 161994 members 
Mstep: Class 11 contains 18884 members 
Mstep: Class 12 contains 151436 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38036 members 
Mstep: Class 17 contains 24560 members 
Mstep: Class 18 contains 54545 members 
Mstep: Class 19 contains 183397 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104712.000000 Penalty: 54213.273438
Iteration 384Q: 17 clusters Score -1.161047e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 70912 members 
Mstep: Class 4 contains 4370 members 
Mstep: Class 8 contains 57539 members 
Mstep: Class 9 contains 13923 members 
Mstep: Class 10 contains 162001 members 
Mstep: Class 11 contains 18885 members 
Mstep: Class 12 contains 151421 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38037 members 
Mstep: Class 17 contains 24561 members 
Mstep: Class 18 contains 54550 members 
Mstep: Class 19 contains 183412 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104744.000000 Penalty: 54213.273438
Iteration 385Q: 17 clusters Score -1.161047e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 70893 members 
Mstep: Class 4 contains 4370 members 
Mstep: Class 8 contains 57540 members 
Mstep: Class 9 contains 13922 members 
Mstep: Class 10 contains 162001 members 
Mstep: Class 11 contains 18885 members 
Mstep: Class 12 contains 151412 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38039 members 
Mstep: Class 17 contains 24559 members 
Mstep: Class 18 contains 54551 members 
Mstep: Class 19 contains 183431 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104848.000000 Penalty: 54213.273438
Iteration 386Q: 17 clusters Score -1.161048e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 70869 members 
Mstep: Class 4 contains 4370 members 
Mstep: Class 8 contains 57540 members 
Mstep: Class 9 contains 13924 members 
Mstep: Class 10 contains 161995 members 
Mstep: Class 11 contains 18884 members 
Mstep: Class 12 contains 151397 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38042 members 
Mstep: Class 17 contains 24557 members 
Mstep: Class 18 contains 54559 members 
Mstep: Class 19 contains 183466 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104760.000000 Penalty: 54213.273438
Iteration 387Q: 17 clusters Score -1.161048e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 70849 members 
Mstep: Class 4 contains 4370 members 
Mstep: Class 8 contains 57542 members 
Mstep: Class 9 contains 13925 members 
Mstep: Class 10 contains 161998 members 
Mstep: Class 11 contains 18884 members 
Mstep: Class 12 contains 151380 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38043 members 
Mstep: Class 17 contains 24556 members 
Mstep: Class 18 contains 54565 members 
Mstep: Class 19 contains 183490 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104736.000000 Penalty: 54213.273438
Iteration 388Q: 17 clusters Score -1.161047e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 70836 members 
Mstep: Class 4 contains 4370 members 
Mstep: Class 8 contains 57544 members 
Mstep: Class 9 contains 13924 members 
Mstep: Class 10 contains 161994 members 
Mstep: Class 11 contains 18886 members 
Mstep: Class 12 contains 151379 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38043 members 
Mstep: Class 17 contains 24558 members 
Mstep: Class 18 contains 54566 members 
Mstep: Class 19 contains 183499 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104848.000000 Penalty: 54213.273438
Iteration 389Q: 17 clusters Score -1.161048e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 70818 members 
Mstep: Class 4 contains 4370 members 
Mstep: Class 8 contains 57548 members 
Mstep: Class 9 contains 13924 members 
Mstep: Class 10 contains 161994 members 
Mstep: Class 11 contains 18889 members 
Mstep: Class 12 contains 151369 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38046 members 
Mstep: Class 17 contains 24561 members 
Mstep: Class 18 contains 54568 members 
Mstep: Class 19 contains 183509 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104816.000000 Penalty: 54213.273438
Iteration 390Q: 17 clusters Score -1.161048e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 70804 members 
Mstep: Class 4 contains 4370 members 
Mstep: Class 8 contains 57554 members 
Mstep: Class 9 contains 13924 members 
Mstep: Class 10 contains 161992 members 
Mstep: Class 11 contains 18891 members 
Mstep: Class 12 contains 151347 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38047 members 
Mstep: Class 17 contains 24562 members 
Mstep: Class 18 contains 54566 members 
Mstep: Class 19 contains 183534 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104872.000000 Penalty: 54213.273438
Iteration 391Q: 17 clusters Score -1.161049e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 70790 members 
Mstep: Class 4 contains 4370 members 
Mstep: Class 8 contains 57557 members 
Mstep: Class 9 contains 13925 members 
Mstep: Class 10 contains 162000 members 
Mstep: Class 11 contains 18891 members 
Mstep: Class 12 contains 151322 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38045 members 
Mstep: Class 17 contains 24564 members 
Mstep: Class 18 contains 54567 members 
Mstep: Class 19 contains 183557 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104960.000000 Penalty: 54213.273438
Iteration 392Q: 17 clusters Score -1.16105e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 70781 members 
Mstep: Class 4 contains 4370 members 
Mstep: Class 8 contains 57559 members 
Mstep: Class 9 contains 13926 members 
Mstep: Class 10 contains 162005 members 
Mstep: Class 11 contains 18893 members 
Mstep: Class 12 contains 151301 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38040 members 
Mstep: Class 17 contains 24561 members 
Mstep: Class 18 contains 54570 members 
Mstep: Class 19 contains 183575 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104840.000000 Penalty: 54213.273438
Iteration 393Q: 17 clusters Score -1.161048e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70772 members 
Mstep: Class 4 contains 4370 members 
Mstep: Class 8 contains 57555 members 
Mstep: Class 9 contains 13927 members 
Mstep: Class 10 contains 162012 members 
Mstep: Class 11 contains 18895 members 
Mstep: Class 12 contains 151278 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38041 members 
Mstep: Class 17 contains 24563 members 
Mstep: Class 18 contains 54568 members 
Mstep: Class 19 contains 183595 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104912.000000 Penalty: 54213.273438
Iteration 394Q: 17 clusters Score -1.161049e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70763 members 
Mstep: Class 4 contains 4370 members 
Mstep: Class 8 contains 57558 members 
Mstep: Class 9 contains 13926 members 
Mstep: Class 10 contains 162014 members 
Mstep: Class 11 contains 18899 members 
Mstep: Class 12 contains 151256 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38044 members 
Mstep: Class 17 contains 24566 members 
Mstep: Class 18 contains 54572 members 
Mstep: Class 19 contains 183599 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104872.000000 Penalty: 54213.273438
Iteration 395Q: 17 clusters Score -1.161049e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70759 members 
Mstep: Class 4 contains 4371 members 
Mstep: Class 8 contains 57559 members 
Mstep: Class 9 contains 13927 members 
Mstep: Class 10 contains 162011 members 
Mstep: Class 11 contains 18899 members 
Mstep: Class 12 contains 151245 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38046 members 
Mstep: Class 17 contains 24568 members 
Mstep: Class 18 contains 54575 members 
Mstep: Class 19 contains 183601 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104920.000000 Penalty: 54213.273438
Iteration 396Q: 17 clusters Score -1.161049e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70758 members 
Mstep: Class 4 contains 4373 members 
Mstep: Class 8 contains 57558 members 
Mstep: Class 9 contains 13925 members 
Mstep: Class 10 contains 162016 members 
Mstep: Class 11 contains 18893 members 
Mstep: Class 12 contains 151233 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38048 members 
Mstep: Class 17 contains 24569 members 
Mstep: Class 18 contains 54581 members 
Mstep: Class 19 contains 183598 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104856.000000 Penalty: 54213.273438
Iteration 397Q: 17 clusters Score -1.161049e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70749 members 
Mstep: Class 4 contains 4374 members 
Mstep: Class 8 contains 57566 members 
Mstep: Class 9 contains 13924 members 
Mstep: Class 10 contains 162013 members 
Mstep: Class 11 contains 18893 members 
Mstep: Class 12 contains 151228 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38049 members 
Mstep: Class 17 contains 24570 members 
Mstep: Class 18 contains 54584 members 
Mstep: Class 19 contains 183595 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104920.000000 Penalty: 54213.273438
Iteration 398Q: 17 clusters Score -1.161049e+08 nChanged 124
Entering ConstructFrom: 
Score: -116104920.000000 Penalty: 54213.273438
Entering ConstructFrom: 
Trying to split cluster 1 (1217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Entering Unmasked Estep 
Score: -158945.312500 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -158945.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -156851.703125 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -156851.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -157166.203125 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -157166.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -157243.234375 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -157243.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -157290.890625 Penalty: 3523.655518
	Iteration 3Q: 3 clusters Score -157290.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -157314.500000 Penalty: 3523.655518
	Iteration 4Q: 3 clusters Score -157314.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -157340.171875 Penalty: 3523.655518
	Iteration 5Q: 3 clusters Score -157340.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -157349.312500 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -157349.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -157364.625000 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -157364.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -157381.593750 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -157381.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -157388.234375 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -157388.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -157394.562500 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -157394.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -157400.156250 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -157400.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -157400.843750 Penalty: 3523.655518
	Iteration 12Q: 3 clusters Score -157400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -157401.984375 Penalty: 3523.655518
	Iteration 13Q: 3 clusters Score -157402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -157404.656250 Penalty: 3523.655518
	Iteration 14Q: 3 clusters Score -157404.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -157408.406250 Penalty: 3523.655518
	Iteration 15Q: 3 clusters Score -157408.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -157412.453125 Penalty: 3523.655518
	Iteration 16Q: 3 clusters Score -157412.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -157414.281250 Penalty: 3523.655518
	Iteration 17Q: 3 clusters Score -157414.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -157414.281250 Penalty: 3523.655518
	Iteration 18F: 3 clusters Score -157414.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (70740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70740 members 
Entering Unmasked Estep 
Score: -9800017.000000 Penalty: 2769.357910
	Iteration 0F: 2 clusters Score -9800017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -9752847.000000 Penalty: 5538.715820
	Iteration 0F: 3 clusters Score -9752847 nChanged 32982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -9771288.000000 Penalty: 5538.715820
	Iteration 1F: 3 clusters Score -9771288 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -9771937.000000 Penalty: 5538.715820
	Iteration 2Q: 3 clusters Score -9771937 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -9772705.000000 Penalty: 5538.715820
	Iteration 3Q: 3 clusters Score -9772705 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -9773740.000000 Penalty: 5538.715820
	Iteration 4Q: 3 clusters Score -9773740 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -9775441.000000 Penalty: 5538.715820
	Iteration 5Q: 3 clusters Score -9775441 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -9777826.000000 Penalty: 5538.715820
	Iteration 6F: 3 clusters Score -9777826 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -9781194.000000 Penalty: 5538.715820
	Iteration 7F: 3 clusters Score -9781194 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 52920 members 
Entering Unmasked Estep 
Score: -9785248.000000 Penalty: 5538.715820
	Iteration 8F: 3 clusters Score -9785248 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 56397 members 
Entering Unmasked Estep 
Score: -9788861.000000 Penalty: 5538.715820
	Iteration 9F: 3 clusters Score -9788861 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -9791386.000000 Penalty: 5538.715820
	Iteration 10Q: 3 clusters Score -9791386 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 60651 members 
Entering Unmasked Estep 
Score: -9792993.000000 Penalty: 5538.715820
	Iteration 11Q: 3 clusters Score -9792993 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 61936 members 
Entering Unmasked Estep 
Score: -9793886.000000 Penalty: 5538.715820
	Iteration 12Q: 3 clusters Score -9793886 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 62962 members 
Entering Unmasked Estep 
Score: -9794498.000000 Penalty: 5538.715820
	Iteration 13Q: 3 clusters Score -9794498 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 63829 members 
Entering Unmasked Estep 
Score: -9794976.000000 Penalty: 5538.715820
	Iteration 14Q: 3 clusters Score -9794976 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 64652 members 
Entering Unmasked Estep 
Score: -9795430.000000 Penalty: 5538.715820
	Iteration 15Q: 3 clusters Score -9795430 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 65365 members 
Entering Unmasked Estep 
Score: -9795719.000000 Penalty: 5538.715820
	Iteration 16Q: 3 clusters Score -9795719 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 66031 members 
Entering Unmasked Estep 
Score: -9795993.000000 Penalty: 5538.715820
	Iteration 17Q: 3 clusters Score -9795993 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -9796255.000000 Penalty: 5538.715820
	Iteration 18Q: 3 clusters Score -9796255 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 67092 members 
Entering Unmasked Estep 
Score: -9796471.000000 Penalty: 5538.715820
	Iteration 19Q: 3 clusters Score -9796471 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 67515 members 
Entering Unmasked Estep 
Score: -9796652.000000 Penalty: 5538.715820
	Iteration 20F: 3 clusters Score -9796652 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 67869 members 
Entering Unmasked Estep 
Score: -9796796.000000 Penalty: 5538.715820
	Iteration 21Q: 3 clusters Score -9796796 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 68171 members 
Entering Unmasked Estep 
Score: -9796932.000000 Penalty: 5538.715820
	Iteration 22Q: 3 clusters Score -9796932 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 68416 members 
Entering Unmasked Estep 
Score: -9797012.000000 Penalty: 5538.715820
	Iteration 23Q: 3 clusters Score -9797012 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 68598 members 
Entering Unmasked Estep 
Score: -9797091.000000 Penalty: 5538.715820
	Iteration 24Q: 3 clusters Score -9797091 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -9797117.000000 Penalty: 5538.715820
	Iteration 25Q: 3 clusters Score -9797117 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 68933 members 
Entering Unmasked Estep 
Score: -9797165.000000 Penalty: 5538.715820
	Iteration 26Q: 3 clusters Score -9797165 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -9797221.000000 Penalty: 5538.715820
	Iteration 27Q: 3 clusters Score -9797221 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
Score: -9797284.000000 Penalty: 5538.715820
	Iteration 28Q: 3 clusters Score -9797284 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 69285 members 
Entering Unmasked Estep 
Score: -9797365.000000 Penalty: 5538.715820
	Iteration 29Q: 3 clusters Score -9797365 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 69351 members 
Entering Unmasked Estep 
Score: -9797394.000000 Penalty: 5538.715820
	Iteration 30Q: 3 clusters Score -9797394 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 69414 members 
Entering Unmasked Estep 
Score: -9797428.000000 Penalty: 5538.715820
	Iteration 31Q: 3 clusters Score -9797428 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 69460 members 
Entering Unmasked Estep 
Score: -9797454.000000 Penalty: 5538.715820
	Iteration 32Q: 3 clusters Score -9797454 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 69501 members 
Entering Unmasked Estep 
Score: -9797483.000000 Penalty: 5538.715820
	Iteration 33Q: 3 clusters Score -9797483 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 69548 members 
Entering Unmasked Estep 
Score: -9797477.000000 Penalty: 5538.715820
	Iteration 34Q: 3 clusters Score -9797477 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 69585 members 
Entering Unmasked Estep 
Score: -9797504.000000 Penalty: 5538.715820
	Iteration 35Q: 3 clusters Score -9797504 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 69629 members 
Entering Unmasked Estep 
Score: -9797503.000000 Penalty: 5538.715820
	Iteration 36Q: 3 clusters Score -9797503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 69654 members 
Entering Unmasked Estep 
Score: -9797517.000000 Penalty: 5538.715820
	Iteration 37Q: 3 clusters Score -9797517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 69673 members 
Entering Unmasked Estep 
Score: -9797530.000000 Penalty: 5538.715820
	Iteration 38Q: 3 clusters Score -9797530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 69683 members 
Entering Unmasked Estep 
Score: -9797545.000000 Penalty: 5538.715820
	Iteration 39Q: 3 clusters Score -9797545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 69695 members 
Entering Unmasked Estep 
Score: -9797526.000000 Penalty: 5538.715820
	Iteration 40F: 3 clusters Score -9797526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -9797539.000000 Penalty: 5538.715820
	Iteration 41Q: 3 clusters Score -9797539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 69716 members 
Entering Unmasked Estep 
Score: -9797538.000000 Penalty: 5538.715820
	Iteration 42Q: 3 clusters Score -9797538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 69725 members 
Entering Unmasked Estep 
Score: -9797533.000000 Penalty: 5538.715820
	Iteration 43Q: 3 clusters Score -9797533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 69736 members 
Entering Unmasked Estep 
Score: -9797550.000000 Penalty: 5538.715820
	Iteration 44Q: 3 clusters Score -9797550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
Score: -9797549.000000 Penalty: 5538.715820
	Iteration 45Q: 3 clusters Score -9797549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 69764 members 
Entering Unmasked Estep 
Score: -9797556.000000 Penalty: 5538.715820
	Iteration 46Q: 3 clusters Score -9797556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 69774 members 
Entering Unmasked Estep 
Score: -9797556.000000 Penalty: 5538.715820
	Iteration 47Q: 3 clusters Score -9797556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 69780 members 
Entering Unmasked Estep 
Score: -9797567.000000 Penalty: 5538.715820
	Iteration 48Q: 3 clusters Score -9797567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 69789 members 
Entering Unmasked Estep 
Score: -9797559.000000 Penalty: 5538.715820
	Iteration 49Q: 3 clusters Score -9797559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 69802 members 
Entering Unmasked Estep 
Score: -9797570.000000 Penalty: 5538.715820
	Iteration 50Q: 3 clusters Score -9797570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 69812 members 
Entering Unmasked Estep 
Score: -9797582.000000 Penalty: 5538.715820
	Iteration 51Q: 3 clusters Score -9797582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 69819 members 
Entering Unmasked Estep 
Score: -9797581.000000 Penalty: 5538.715820
	Iteration 52Q: 3 clusters Score -9797581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 69831 members 
Entering Unmasked Estep 
Score: -9797589.000000 Penalty: 5538.715820
	Iteration 53Q: 3 clusters Score -9797589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 69834 members 
Entering Unmasked Estep 
Score: -9797582.000000 Penalty: 5538.715820
	Iteration 54Q: 3 clusters Score -9797582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 69837 members 
Entering Unmasked Estep 
Score: -9797583.000000 Penalty: 5538.715820
	Iteration 55Q: 3 clusters Score -9797583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 69840 members 
Entering Unmasked Estep 
Score: -9797581.000000 Penalty: 5538.715820
	Iteration 56Q: 3 clusters Score -9797581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 69840 members 
Entering Unmasked Estep 
Score: -9797581.000000 Penalty: 5538.715820
	Iteration 57F: 3 clusters Score -9797581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Entering Unmasked Estep 
Score: -576187.250000 Penalty: 2079.148193
	Iteration 0F: 2 clusters Score -576187.2 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 2164 members 
Entering Unmasked Estep 
Score: -572060.375000 Penalty: 4158.296387
	Iteration 0F: 3 clusters Score -572060.4 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -572993.687500 Penalty: 4158.296387
	Iteration 1F: 3 clusters Score -572993.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -573183.437500 Penalty: 4158.296387
	Iteration 2F: 3 clusters Score -573183.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -573333.812500 Penalty: 4158.296387
	Iteration 3Q: 3 clusters Score -573333.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -573466.750000 Penalty: 4158.296387
	Iteration 4Q: 3 clusters Score -573466.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -573591.500000 Penalty: 4158.296387
	Iteration 5Q: 3 clusters Score -573591.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -573719.125000 Penalty: 4158.296387
	Iteration 6Q: 3 clusters Score -573719.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -573848.625000 Penalty: 4158.296387
	Iteration 7Q: 3 clusters Score -573848.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -573950.750000 Penalty: 4158.296387
	Iteration 8Q: 3 clusters Score -573950.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -574048.625000 Penalty: 4158.296387
	Iteration 9Q: 3 clusters Score -574048.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -574131.562500 Penalty: 4158.296387
	Iteration 10Q: 3 clusters Score -574131.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -574210.187500 Penalty: 4158.296387
	Iteration 11Q: 3 clusters Score -574210.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -574278.500000 Penalty: 4158.296387
	Iteration 12Q: 3 clusters Score -574278.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -574340.250000 Penalty: 4158.296387
	Iteration 13Q: 3 clusters Score -574340.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -574388.812500 Penalty: 4158.296387
	Iteration 14Q: 3 clusters Score -574388.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -574433.875000 Penalty: 4158.296387
	Iteration 15Q: 3 clusters Score -574433.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -574473.562500 Penalty: 4158.296387
	Iteration 16Q: 3 clusters Score -574473.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -574514.687500 Penalty: 4158.296387
	Iteration 17Q: 3 clusters Score -574514.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -574554.437500 Penalty: 4158.296387
	Iteration 18Q: 3 clusters Score -574554.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -574585.500000 Penalty: 4158.296387
	Iteration 19Q: 3 clusters Score -574585.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -574608.125000 Penalty: 4158.296387
	Iteration 20F: 3 clusters Score -574608.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -574625.312500 Penalty: 4158.296387
	Iteration 21Q: 3 clusters Score -574625.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -574643.625000 Penalty: 4158.296387
	Iteration 22Q: 3 clusters Score -574643.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -574660.375000 Penalty: 4158.296387
	Iteration 23Q: 3 clusters Score -574660.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -574665.500000 Penalty: 4158.296387
	Iteration 24Q: 3 clusters Score -574665.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -574671.125000 Penalty: 4158.296387
	Iteration 25Q: 3 clusters Score -574671.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -574679.000000 Penalty: 4158.296387
	Iteration 26Q: 3 clusters Score -574679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -574685.062500 Penalty: 4158.296387
	Iteration 27Q: 3 clusters Score -574685.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -574697.125000 Penalty: 4158.296387
	Iteration 28Q: 3 clusters Score -574697.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -574702.375000 Penalty: 4158.296387
	Iteration 29Q: 3 clusters Score -574702.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -574708.562500 Penalty: 4158.296387
	Iteration 30Q: 3 clusters Score -574708.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -574711.500000 Penalty: 4158.296387
	Iteration 31Q: 3 clusters Score -574711.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -574715.250000 Penalty: 4158.296387
	Iteration 32Q: 3 clusters Score -574715.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -574715.000000 Penalty: 4158.296387
	Iteration 33Q: 3 clusters Score -574715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -574715.687500 Penalty: 4158.296387
	Iteration 34Q: 3 clusters Score -574715.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -574717.062500 Penalty: 4158.296387
	Iteration 35Q: 3 clusters Score -574717.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -574719.562500 Penalty: 4158.296387
	Iteration 36Q: 3 clusters Score -574719.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -574718.937500 Penalty: 4158.296387
	Iteration 37Q: 3 clusters Score -574718.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -574718.937500 Penalty: 4158.296387
	Iteration 38F: 3 clusters Score -574718.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (57569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57569 members 
Entering Unmasked Estep 
Score: -7740458.500000 Penalty: 2718.263184
	Iteration 0F: 2 clusters Score -7740458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -7701751.000000 Penalty: 5436.526367
	Iteration 0F: 3 clusters Score -7701751 nChanged 26843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -7716796.500000 Penalty: 5436.526367
	Iteration 1F: 3 clusters Score -7716796 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -7717346.500000 Penalty: 5436.526367
	Iteration 2Q: 3 clusters Score -7717346 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -7717843.000000 Penalty: 5436.526367
	Iteration 3Q: 3 clusters Score -7717843 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -7718427.500000 Penalty: 5436.526367
	Iteration 4Q: 3 clusters Score -7718428 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -7719121.500000 Penalty: 5436.526367
	Iteration 5Q: 3 clusters Score -7719122 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -7719938.000000 Penalty: 5436.526367
	Iteration 6Q: 3 clusters Score -7719938 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -7720959.000000 Penalty: 5436.526367
	Iteration 7Q: 3 clusters Score -7720959 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -7722169.500000 Penalty: 5436.526367
	Iteration 8Q: 3 clusters Score -7722170 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -7723520.000000 Penalty: 5436.526367
	Iteration 9Q: 3 clusters Score -7723520 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -7724962.500000 Penalty: 5436.526367
	Iteration 10Q: 3 clusters Score -7724962 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -7726371.000000 Penalty: 5436.526367
	Iteration 11Q: 3 clusters Score -7726371 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -7727679.000000 Penalty: 5436.526367
	Iteration 12Q: 3 clusters Score -7727679 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -7728983.500000 Penalty: 5436.526367
	Iteration 13Q: 3 clusters Score -7728984 nChanged 2397
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7730169 nChanged 2272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7731398 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7732496 nChanged 1963
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7733512 nChanged 1722
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7734365 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7735086 nChanged 1422
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7735682 nChanged 1225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7736169 nChanged 1038
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Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7736498 nChanged 874
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7736805 nChanged 781
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Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7737052 nChanged 648
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Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7737269 nChanged 570
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Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7737398 nChanged 466
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Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7737516 nChanged 378
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Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7737615 nChanged 368
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Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7737676 nChanged 317
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7737736 nChanged 274
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -7737823.500000 Penalty: 5436.526367
	Iteration 31Q: 3 clusters Score -7737824 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -7737864.500000 Penalty: 5436.526367
	Iteration 32Q: 3 clusters Score -7737864 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7737910 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7737940 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52532 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -7737952.500000 Penalty: 5436.526367
	Iteration 35Q: 3 clusters Score -7737952 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7737973 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -7738009.500000 Penalty: 5436.526367
	Iteration 37Q: 3 clusters Score -7738010 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -7738021.000000 Penalty: 5436.526367
	Iteration 38Q: 3 clusters Score -7738021 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -7738019.000000 Penalty: 5436.526367
	Iteration 39Q: 3 clusters Score -7738019 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -7738061.000000 Penalty: 5436.526367
	Iteration 40F: 3 clusters Score -7738061 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7738070 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -7738101.500000 Penalty: 5436.526367
	Iteration 42Q: 3 clusters Score -7738102 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -7738115.000000 Penalty: 5436.526367
	Iteration 43Q: 3 clusters Score -7738115 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -7738145.000000 Penalty: 5436.526367
	Iteration 44Q: 3 clusters Score -7738145 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -7738165.500000 Penalty: 5436.526367
	Iteration 45Q: 3 clusters Score -7738166 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -7738179.000000 Penalty: 5436.526367
	Iteration 46Q: 3 clusters Score -7738179 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -7738176.000000 Penalty: 5436.526367
	Iteration 47Q: 3 clusters Score -7738176 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7738188 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7738224 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -7738243.000000 Penalty: 5436.526367
	Iteration 50Q: 3 clusters Score -7738243 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54051 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7738268 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -7738290.500000 Penalty: 5436.526367
	Iteration 52Q: 3 clusters Score -7738290 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -7738321.000000 Penalty: 5436.526367
	Iteration 53Q: 3 clusters Score -7738321 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -7738356.500000 Penalty: 5436.526367
	Iteration 54Q: 3 clusters Score -7738356 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -7738359.000000 Penalty: 5436.526367
	Iteration 55Q: 3 clusters Score -7738359 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -7738365.000000 Penalty: 5436.526367
	Iteration 56Q: 3 clusters Score -7738365 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -7738381.500000 Penalty: 5436.526367
	Iteration 57Q: 3 clusters Score -7738382 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -7738407.000000 Penalty: 5436.526367
	Iteration 58Q: 3 clusters Score -7738407 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -7738443.000000 Penalty: 5436.526367
	Iteration 59Q: 3 clusters Score -7738443 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -7738450.500000 Penalty: 5436.526367
	Iteration 60F: 3 clusters Score -7738450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54663 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -7738447.500000 Penalty: 5436.526367
	Iteration 61Q: 3 clusters Score -7738448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -7738476.000000 Penalty: 5436.526367
	Iteration 62Q: 3 clusters Score -7738476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -7738467.500000 Penalty: 5436.526367
	Iteration 63Q: 3 clusters Score -7738468 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -7738471.500000 Penalty: 5436.526367
	Iteration 64Q: 3 clusters Score -7738472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -7738495.000000 Penalty: 5436.526367
	Iteration 65Q: 3 clusters Score -7738495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -7738491.000000 Penalty: 5436.526367
	Iteration 66Q: 3 clusters Score -7738491 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -7738495.000000 Penalty: 5436.526367
	Iteration 67Q: 3 clusters Score -7738495 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -7738501.000000 Penalty: 5436.526367
	Iteration 68Q: 3 clusters Score -7738501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54895 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -7738502.500000 Penalty: 5436.526367
	Iteration 69Q: 3 clusters Score -7738502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54909 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -7738506.500000 Penalty: 5436.526367
	Iteration 70Q: 3 clusters Score -7738506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54922 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -7738520.000000 Penalty: 5436.526367
	Iteration 71Q: 3 clusters Score -7738520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -7738511.000000 Penalty: 5436.526367
	Iteration 72Q: 3 clusters Score -7738511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54942 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -7738510.000000 Penalty: 5436.526367
	Iteration 73Q: 3 clusters Score -7738510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54952 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -7738510.000000 Penalty: 5436.526367
	Iteration 74Q: 3 clusters Score -7738510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -7738517.500000 Penalty: 5436.526367
	Iteration 75Q: 3 clusters Score -7738518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -7738511.500000 Penalty: 5436.526367
	Iteration 76Q: 3 clusters Score -7738512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54977 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -7738523.000000 Penalty: 5436.526367
	Iteration 77Q: 3 clusters Score -7738523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -7738529.500000 Penalty: 5436.526367
	Iteration 78Q: 3 clusters Score -7738530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55003 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -7738523.500000 Penalty: 5436.526367
	Iteration 79Q: 3 clusters Score -7738524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -7738521.000000 Penalty: 5436.526367
	Iteration 80F: 3 clusters Score -7738521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -7738518.500000 Penalty: 5436.526367
	Iteration 81Q: 3 clusters Score -7738518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -7738525.500000 Penalty: 5436.526367
	Iteration 82Q: 3 clusters Score -7738526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -7738532.500000 Penalty: 5436.526367
	Iteration 83Q: 3 clusters Score -7738532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -7738529.000000 Penalty: 5436.526367
	Iteration 84Q: 3 clusters Score -7738529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -7738524.500000 Penalty: 5436.526367
	Iteration 85Q: 3 clusters Score -7738524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -7738517.000000 Penalty: 5436.526367
	Iteration 86Q: 3 clusters Score -7738517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -7738528.000000 Penalty: 5436.526367
	Iteration 87Q: 3 clusters Score -7738528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -7738530.500000 Penalty: 5436.526367
	Iteration 88Q: 3 clusters Score -7738530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -7738539.000000 Penalty: 5436.526367
	Iteration 89Q: 3 clusters Score -7738539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -7738541.500000 Penalty: 5436.526367
	Iteration 90Q: 3 clusters Score -7738542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -7738534.500000 Penalty: 5436.526367
	Iteration 91Q: 3 clusters Score -7738534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7738541.000000 Penalty: 5436.526367
	Iteration 92Q: 3 clusters Score -7738541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55127 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -7738539.000000 Penalty: 5436.526367
	Iteration 93Q: 3 clusters Score -7738539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55133 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -7738533.000000 Penalty: 5436.526367
	Iteration 94Q: 3 clusters Score -7738533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55137 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -7738523.000000 Penalty: 5436.526367
	Iteration 95Q: 3 clusters Score -7738523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55139 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -7738528.500000 Penalty: 5436.526367
	Iteration 96Q: 3 clusters Score -7738528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -7738536.500000 Penalty: 5436.526367
	Iteration 97Q: 3 clusters Score -7738536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -7738533.000000 Penalty: 5436.526367
	Iteration 98Q: 3 clusters Score -7738533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -7738531.500000 Penalty: 5436.526367
	Iteration 99Q: 3 clusters Score -7738532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55148 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -7738533.500000 Penalty: 5436.526367
	Iteration 100F: 3 clusters Score -7738534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55152 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -7738543.000000 Penalty: 5436.526367
	Iteration 101Q: 3 clusters Score -7738543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -7738538.500000 Penalty: 5436.526367
	Iteration 102Q: 3 clusters Score -7738538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55159 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -7738542.500000 Penalty: 5436.526367
	Iteration 103Q: 3 clusters Score -7738542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -7738536.000000 Penalty: 5436.526367
	Iteration 104Q: 3 clusters Score -7738536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -7738536.000000 Penalty: 5436.526367
	Iteration 105F: 3 clusters Score -7738536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Entering Unmasked Estep 
Score: -1827377.375000 Penalty: 2366.259521
	Iteration 0F: 2 clusters Score -1827377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1817163.875000 Penalty: 4732.519043
	Iteration 0F: 3 clusters Score -1817164 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1820265.875000 Penalty: 4732.519043
	Iteration 1F: 3 clusters Score -1820266 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1820631.875000 Penalty: 4732.519043
	Iteration 2F: 3 clusters Score -1820632 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1820880.500000 Penalty: 4732.519043
	Iteration 3Q: 3 clusters Score -1820880 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1821058.500000 Penalty: 4732.519043
	Iteration 4Q: 3 clusters Score -1821058 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1821212.375000 Penalty: 4732.519043
	Iteration 5Q: 3 clusters Score -1821212 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1821341.750000 Penalty: 4732.519043
	Iteration 6Q: 3 clusters Score -1821342 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1821438.250000 Penalty: 4732.519043
	Iteration 7Q: 3 clusters Score -1821438 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1821528.625000 Penalty: 4732.519043
	Iteration 8Q: 3 clusters Score -1821529 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1821605.875000 Penalty: 4732.519043
	Iteration 9Q: 3 clusters Score -1821606 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1821682.125000 Penalty: 4732.519043
	Iteration 10Q: 3 clusters Score -1821682 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1821746.625000 Penalty: 4732.519043
	Iteration 11Q: 3 clusters Score -1821747 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1821799.000000 Penalty: 4732.519043
	Iteration 12Q: 3 clusters Score -1821799 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1821854.125000 Penalty: 4732.519043
	Iteration 13Q: 3 clusters Score -1821854 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1821916.250000 Penalty: 4732.519043
	Iteration 14Q: 3 clusters Score -1821916 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1821976.125000 Penalty: 4732.519043
	Iteration 15Q: 3 clusters Score -1821976 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1822044.875000 Penalty: 4732.519043
	Iteration 16Q: 3 clusters Score -1822045 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1822133.500000 Penalty: 4732.519043
	Iteration 17Q: 3 clusters Score -1822134 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1822236.125000 Penalty: 4732.519043
	Iteration 18Q: 3 clusters Score -1822236 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1822353.500000 Penalty: 4732.519043
	Iteration 19Q: 3 clusters Score -1822354 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1822482.375000 Penalty: 4732.519043
	Iteration 20F: 3 clusters Score -1822482 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1822674.500000 Penalty: 4732.519043
	Iteration 21Q: 3 clusters Score -1822674 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1822876.375000 Penalty: 4732.519043
	Iteration 22Q: 3 clusters Score -1822876 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1823105.375000 Penalty: 4732.519043
	Iteration 23Q: 3 clusters Score -1823105 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1823358.250000 Penalty: 4732.519043
	Iteration 24Q: 3 clusters Score -1823358 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1823624.875000 Penalty: 4732.519043
	Iteration 25Q: 3 clusters Score -1823625 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1823878.000000 Penalty: 4732.519043
	Iteration 26Q: 3 clusters Score -1823878 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1824137.500000 Penalty: 4732.519043
	Iteration 27Q: 3 clusters Score -1824138 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1824344.125000 Penalty: 4732.519043
	Iteration 28Q: 3 clusters Score -1824344 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1824514.375000 Penalty: 4732.519043
	Iteration 29Q: 3 clusters Score -1824514 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1824653.625000 Penalty: 4732.519043
	Iteration 30Q: 3 clusters Score -1824654 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1824777.250000 Penalty: 4732.519043
	Iteration 31Q: 3 clusters Score -1824777 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1824880.500000 Penalty: 4732.519043
	Iteration 32Q: 3 clusters Score -1824880 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1824987.250000 Penalty: 4732.519043
	Iteration 33Q: 3 clusters Score -1824987 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1825058.250000 Penalty: 4732.519043
	Iteration 34Q: 3 clusters Score -1825058 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1825139.500000 Penalty: 4732.519043
	Iteration 35Q: 3 clusters Score -1825140 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1825215.625000 Penalty: 4732.519043
	Iteration 36Q: 3 clusters Score -1825216 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1825284.750000 Penalty: 4732.519043
	Iteration 37Q: 3 clusters Score -1825285 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1825329.125000 Penalty: 4732.519043
	Iteration 38Q: 3 clusters Score -1825329 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1825374.625000 Penalty: 4732.519043
	Iteration 39Q: 3 clusters Score -1825375 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1825414.125000 Penalty: 4732.519043
	Iteration 40F: 3 clusters Score -1825414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1825436.750000 Penalty: 4732.519043
	Iteration 41Q: 3 clusters Score -1825437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1825445.750000 Penalty: 4732.519043
	Iteration 42Q: 3 clusters Score -1825446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1825459.875000 Penalty: 4732.519043
	Iteration 43Q: 3 clusters Score -1825460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1825467.875000 Penalty: 4732.519043
	Iteration 44Q: 3 clusters Score -1825468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1825473.750000 Penalty: 4732.519043
	Iteration 45Q: 3 clusters Score -1825474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1825483.875000 Penalty: 4732.519043
	Iteration 46Q: 3 clusters Score -1825484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1825486.625000 Penalty: 4732.519043
	Iteration 47Q: 3 clusters Score -1825487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1825486.250000 Penalty: 4732.519043
	Iteration 48Q: 3 clusters Score -1825486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1825487.750000 Penalty: 4732.519043
	Iteration 49Q: 3 clusters Score -1825488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1825489.875000 Penalty: 4732.519043
	Iteration 50Q: 3 clusters Score -1825490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1825490.875000 Penalty: 4732.519043
	Iteration 51Q: 3 clusters Score -1825491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1825491.625000 Penalty: 4732.519043
	Iteration 52Q: 3 clusters Score -1825492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1825491.625000 Penalty: 4732.519043
	Iteration 53F: 3 clusters Score -1825492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (162010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162010 members 
Entering Unmasked Estep 
Score: -22337764.000000 Penalty: 2974.862549
	Iteration 0F: 2 clusters Score -2.233776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80954 members 
Mstep: Class 2 contains 81056 members 
Entering Unmasked Estep 
Score: -22231000.000000 Penalty: 5949.725098
	Iteration 0F: 3 clusters Score -2.2231e+07 nChanged 77811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82079 members 
Mstep: Class 2 contains 79931 members 
Entering Unmasked Estep 
Score: -22277428.000000 Penalty: 5949.725098
	Iteration 1F: 3 clusters Score -2.227743e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82737 members 
Mstep: Class 2 contains 79273 members 
Entering Unmasked Estep 
Score: -22278884.000000 Penalty: 5949.725098
	Iteration 2Q: 3 clusters Score -2.227888e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83606 members 
Mstep: Class 2 contains 78404 members 
Entering Unmasked Estep 
Score: -22280532.000000 Penalty: 5949.725098
	Iteration 3Q: 3 clusters Score -2.228053e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84652 members 
Mstep: Class 2 contains 77358 members 
Entering Unmasked Estep 
Score: -22282662.000000 Penalty: 5949.725098
	Iteration 4Q: 3 clusters Score -2.228266e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85827 members 
Mstep: Class 2 contains 76183 members 
Entering Unmasked Estep 
Score: -22285724.000000 Penalty: 5949.725098
	Iteration 5Q: 3 clusters Score -2.228572e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87144 members 
Mstep: Class 2 contains 74866 members 
Entering Unmasked Estep 
Score: -22289888.000000 Penalty: 5949.725098
	Iteration 6Q: 3 clusters Score -2.228989e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88641 members 
Mstep: Class 2 contains 73369 members 
Entering Unmasked Estep 
Score: -22296232.000000 Penalty: 5949.725098
	Iteration 7F: 3 clusters Score -2.229623e+07 nChanged 10274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90153 members 
Mstep: Class 2 contains 71857 members 
Entering Unmasked Estep 
Score: -22303610.000000 Penalty: 5949.725098
	Iteration 8F: 3 clusters Score -2.230361e+07 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91348 members 
Mstep: Class 2 contains 70662 members 
Entering Unmasked Estep 
Score: -22308756.000000 Penalty: 5949.725098
	Iteration 9F: 3 clusters Score -2.230876e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92462 members 
Mstep: Class 2 contains 69548 members 
Entering Unmasked Estep 
Score: -22311092.000000 Penalty: 5949.725098
	Iteration 10Q: 3 clusters Score -2.231109e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93539 members 
Mstep: Class 2 contains 68471 members 
Entering Unmasked Estep 
Score: -22311716.000000 Penalty: 5949.725098
	Iteration 11Q: 3 clusters Score -2.231172e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94659 members 
Mstep: Class 2 contains 67351 members 
Entering Unmasked Estep 
Score: -22312088.000000 Penalty: 5949.725098
	Iteration 12Q: 3 clusters Score -2.231209e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95840 members 
Mstep: Class 2 contains 66170 members 
Entering Unmasked Estep 
Score: -22312280.000000 Penalty: 5949.725098
	Iteration 13Q: 3 clusters Score -2.231228e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97052 members 
Mstep: Class 2 contains 64958 members 
Entering Unmasked Estep 
Score: -22312496.000000 Penalty: 5949.725098
	Iteration 14Q: 3 clusters Score -2.23125e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98277 members 
Mstep: Class 2 contains 63733 members 
Entering Unmasked Estep 
Score: -22312724.000000 Penalty: 5949.725098
	Iteration 15Q: 3 clusters Score -2.231272e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99629 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -22312874.000000 Penalty: 5949.725098
	Iteration 16Q: 3 clusters Score -2.231287e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101142 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -22313100.000000 Penalty: 5949.725098
	Iteration 17Q: 3 clusters Score -2.23131e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102825 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -22313398.000000 Penalty: 5949.725098
	Iteration 18Q: 3 clusters Score -2.23134e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104676 members 
Mstep: Class 2 contains 57334 members 
Entering Unmasked Estep 
Score: -22313724.000000 Penalty: 5949.725098
	Iteration 19Q: 3 clusters Score -2.231372e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106623 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -22314050.000000 Penalty: 5949.725098
	Iteration 20F: 3 clusters Score -2.231405e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108749 members 
Mstep: Class 2 contains 53261 members 
Entering Unmasked Estep 
Score: -22314464.000000 Penalty: 5949.725098
	Iteration 21Q: 3 clusters Score -2.231446e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111052 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -22315228.000000 Penalty: 5949.725098
	Iteration 22Q: 3 clusters Score -2.231523e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113626 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -22315824.000000 Penalty: 5949.725098
	Iteration 23Q: 3 clusters Score -2.231582e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116386 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -22316610.000000 Penalty: 5949.725098
	Iteration 24Q: 3 clusters Score -2.231661e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119259 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -22317598.000000 Penalty: 5949.725098
	Iteration 25Q: 3 clusters Score -2.23176e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122239 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -22318718.000000 Penalty: 5949.725098
	Iteration 26Q: 3 clusters Score -2.231872e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125311 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -22319878.000000 Penalty: 5949.725098
	Iteration 27Q: 3 clusters Score -2.231988e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128492 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -22320974.000000 Penalty: 5949.725098
	Iteration 28Q: 3 clusters Score -2.232097e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131773 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -22322252.000000 Penalty: 5949.725098
	Iteration 29Q: 3 clusters Score -2.232225e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135048 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -22323550.000000 Penalty: 5949.725098
	Iteration 30Q: 3 clusters Score -2.232355e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138190 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -22324776.000000 Penalty: 5949.725098
	Iteration 31Q: 3 clusters Score -2.232478e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141227 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -22326134.000000 Penalty: 5949.725098
	Iteration 32Q: 3 clusters Score -2.232613e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144128 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -22327382.000000 Penalty: 5949.725098
	Iteration 33Q: 3 clusters Score -2.232738e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146793 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -22328618.000000 Penalty: 5949.725098
	Iteration 34Q: 3 clusters Score -2.232862e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149234 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -22329596.000000 Penalty: 5949.725098
	Iteration 35Q: 3 clusters Score -2.23296e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151339 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -22330510.000000 Penalty: 5949.725098
	Iteration 36Q: 3 clusters Score -2.233051e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153171 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -22331408.000000 Penalty: 5949.725098
	Iteration 37Q: 3 clusters Score -2.233141e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154750 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -22332118.000000 Penalty: 5949.725098
	Iteration 38Q: 3 clusters Score -2.233212e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156025 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -22332710.000000 Penalty: 5949.725098
	Iteration 39Q: 3 clusters Score -2.233271e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157058 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -22333318.000000 Penalty: 5949.725098
	Iteration 40F: 3 clusters Score -2.233332e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157913 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -22333748.000000 Penalty: 5949.725098
	Iteration 41Q: 3 clusters Score -2.233375e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158589 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -22334068.000000 Penalty: 5949.725098
	Iteration 42Q: 3 clusters Score -2.233407e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159096 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -22334344.000000 Penalty: 5949.725098
	Iteration 43Q: 3 clusters Score -2.233434e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159444 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -22334494.000000 Penalty: 5949.725098
	Iteration 44Q: 3 clusters Score -2.233449e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159747 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -22334620.000000 Penalty: 5949.725098
	Iteration 45Q: 3 clusters Score -2.233462e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159972 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -22334668.000000 Penalty: 5949.725098
	Iteration 46Q: 3 clusters Score -2.233467e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160140 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -22334758.000000 Penalty: 5949.725098
	Iteration 47Q: 3 clusters Score -2.233476e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160276 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -22334882.000000 Penalty: 5949.725098
	Iteration 48Q: 3 clusters Score -2.233488e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160376 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -22334962.000000 Penalty: 5949.725098
	Iteration 49Q: 3 clusters Score -2.233496e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160477 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -22335012.000000 Penalty: 5949.725098
	Iteration 50Q: 3 clusters Score -2.233501e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160561 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -22335042.000000 Penalty: 5949.725098
	Iteration 51Q: 3 clusters Score -2.233504e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160623 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -22335062.000000 Penalty: 5949.725098
	Iteration 52Q: 3 clusters Score -2.233506e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160668 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -22335088.000000 Penalty: 5949.725098
	Iteration 53Q: 3 clusters Score -2.233509e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160705 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -22335106.000000 Penalty: 5949.725098
	Iteration 54Q: 3 clusters Score -2.233511e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160731 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -22335130.000000 Penalty: 5949.725098
	Iteration 55Q: 3 clusters Score -2.233513e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160754 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -22335144.000000 Penalty: 5949.725098
	Iteration 56Q: 3 clusters Score -2.233514e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160771 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -22335164.000000 Penalty: 5949.725098
	Iteration 57Q: 3 clusters Score -2.233516e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160784 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -22335176.000000 Penalty: 5949.725098
	Iteration 58Q: 3 clusters Score -2.233518e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160799 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -22335200.000000 Penalty: 5949.725098
	Iteration 59Q: 3 clusters Score -2.23352e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160817 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -22335200.000000 Penalty: 5949.725098
	Iteration 60F: 3 clusters Score -2.23352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160828 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -22335196.000000 Penalty: 5949.725098
	Iteration 61Q: 3 clusters Score -2.23352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160838 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -22335208.000000 Penalty: 5949.725098
	Iteration 62Q: 3 clusters Score -2.233521e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160844 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -22335224.000000 Penalty: 5949.725098
	Iteration 63Q: 3 clusters Score -2.233522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160849 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -22335208.000000 Penalty: 5949.725098
	Iteration 64Q: 3 clusters Score -2.233521e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160862 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -22335240.000000 Penalty: 5949.725098
	Iteration 65Q: 3 clusters Score -2.233524e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160865 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -22335240.000000 Penalty: 5949.725098
	Iteration 66Q: 3 clusters Score -2.233524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160872 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -22335252.000000 Penalty: 5949.725098
	Iteration 67Q: 3 clusters Score -2.233525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160886 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -22335250.000000 Penalty: 5949.725098
	Iteration 68Q: 3 clusters Score -2.233525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160892 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -22335272.000000 Penalty: 5949.725098
	Iteration 69Q: 3 clusters Score -2.233527e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160898 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -22335266.000000 Penalty: 5949.725098
	Iteration 70Q: 3 clusters Score -2.233527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160905 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -22335286.000000 Penalty: 5949.725098
	Iteration 71Q: 3 clusters Score -2.233529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160909 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -22335280.000000 Penalty: 5949.725098
	Iteration 72Q: 3 clusters Score -2.233528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160912 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -22335290.000000 Penalty: 5949.725098
	Iteration 73Q: 3 clusters Score -2.233529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160913 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -22335282.000000 Penalty: 5949.725098
	Iteration 74Q: 3 clusters Score -2.233528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160914 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -22335280.000000 Penalty: 5949.725098
	Iteration 75Q: 3 clusters Score -2.233528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160917 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -22335258.000000 Penalty: 5949.725098
	Iteration 76Q: 3 clusters Score -2.233526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160919 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -22335260.000000 Penalty: 5949.725098
	Iteration 77Q: 3 clusters Score -2.233526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160922 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -22335262.000000 Penalty: 5949.725098
	Iteration 78Q: 3 clusters Score -2.233526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160924 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -22335260.000000 Penalty: 5949.725098
	Iteration 79Q: 3 clusters Score -2.233526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160926 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -22335264.000000 Penalty: 5949.725098
	Iteration 80F: 3 clusters Score -2.233526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160928 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -22335272.000000 Penalty: 5949.725098
	Iteration 81Q: 3 clusters Score -2.233527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160928 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -22335272.000000 Penalty: 5949.725098
	Iteration 82F: 3 clusters Score -2.233527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Entering Unmasked Estep 
Score: -2641082.000000 Penalty: 2441.982910
	Iteration 0F: 2 clusters Score -2641082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2627786.000000 Penalty: 4883.965820
	Iteration 0F: 3 clusters Score -2627786 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2632126.750000 Penalty: 4883.965820
	Iteration 1F: 3 clusters Score -2632127 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2632455.000000 Penalty: 4883.965820
	Iteration 2Q: 3 clusters Score -2632455 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2632740.500000 Penalty: 4883.965820
	Iteration 3Q: 3 clusters Score -2632740 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2632991.250000 Penalty: 4883.965820
	Iteration 4Q: 3 clusters Score -2632991 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2633264.000000 Penalty: 4883.965820
	Iteration 5Q: 3 clusters Score -2633264 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2633524.750000 Penalty: 4883.965820
	Iteration 6Q: 3 clusters Score -2633525 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2633843.500000 Penalty: 4883.965820
	Iteration 7Q: 3 clusters Score -2633844 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2634216.500000 Penalty: 4883.965820
	Iteration 8Q: 3 clusters Score -2634216 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2634688.000000 Penalty: 4883.965820
	Iteration 9Q: 3 clusters Score -2634688 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2635226.250000 Penalty: 4883.965820
	Iteration 10Q: 3 clusters Score -2635226 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2635781.500000 Penalty: 4883.965820
	Iteration 11Q: 3 clusters Score -2635782 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2636269.000000 Penalty: 4883.965820
	Iteration 12Q: 3 clusters Score -2636269 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2636652.750000 Penalty: 4883.965820
	Iteration 13Q: 3 clusters Score -2636653 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2636956.500000 Penalty: 4883.965820
	Iteration 14Q: 3 clusters Score -2636956 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2637140.250000 Penalty: 4883.965820
	Iteration 15Q: 3 clusters Score -2637140 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2637262.750000 Penalty: 4883.965820
	Iteration 16Q: 3 clusters Score -2637263 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2637336.500000 Penalty: 4883.965820
	Iteration 17Q: 3 clusters Score -2637336 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2637416.000000 Penalty: 4883.965820
	Iteration 18Q: 3 clusters Score -2637416 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2637486.500000 Penalty: 4883.965820
	Iteration 19Q: 3 clusters Score -2637486 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2637563.250000 Penalty: 4883.965820
	Iteration 20F: 3 clusters Score -2637563 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2637635.000000 Penalty: 4883.965820
	Iteration 21Q: 3 clusters Score -2637635 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2637679.500000 Penalty: 4883.965820
	Iteration 22Q: 3 clusters Score -2637680 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2637727.750000 Penalty: 4883.965820
	Iteration 23Q: 3 clusters Score -2637728 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2637791.750000 Penalty: 4883.965820
	Iteration 24Q: 3 clusters Score -2637792 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2637840.500000 Penalty: 4883.965820
	Iteration 25Q: 3 clusters Score -2637840 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2637873.250000 Penalty: 4883.965820
	Iteration 26Q: 3 clusters Score -2637873 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2637902.000000 Penalty: 4883.965820
	Iteration 27Q: 3 clusters Score -2637902 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2637937.750000 Penalty: 4883.965820
	Iteration 28Q: 3 clusters Score -2637938 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2637978.000000 Penalty: 4883.965820
	Iteration 29Q: 3 clusters Score -2637978 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2638016.500000 Penalty: 4883.965820
	Iteration 30Q: 3 clusters Score -2638016 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2638041.750000 Penalty: 4883.965820
	Iteration 31Q: 3 clusters Score -2638042 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2638083.500000 Penalty: 4883.965820
	Iteration 32Q: 3 clusters Score -2638084 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2638127.000000 Penalty: 4883.965820
	Iteration 33Q: 3 clusters Score -2638127 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2638161.000000 Penalty: 4883.965820
	Iteration 34Q: 3 clusters Score -2638161 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2638191.500000 Penalty: 4883.965820
	Iteration 35Q: 3 clusters Score -2638192 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2638222.500000 Penalty: 4883.965820
	Iteration 36Q: 3 clusters Score -2638222 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2638253.000000 Penalty: 4883.965820
	Iteration 37Q: 3 clusters Score -2638253 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2638266.000000 Penalty: 4883.965820
	Iteration 38Q: 3 clusters Score -2638266 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2638299.000000 Penalty: 4883.965820
	Iteration 39Q: 3 clusters Score -2638299 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -2638326.500000 Penalty: 4883.965820
	Iteration 40F: 3 clusters Score -2638326 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2638340.000000 Penalty: 4883.965820
	Iteration 41Q: 3 clusters Score -2638340 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2638357.500000 Penalty: 4883.965820
	Iteration 42Q: 3 clusters Score -2638358 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2638377.250000 Penalty: 4883.965820
	Iteration 43Q: 3 clusters Score -2638377 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2638403.250000 Penalty: 4883.965820
	Iteration 44Q: 3 clusters Score -2638403 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2638426.500000 Penalty: 4883.965820
	Iteration 45Q: 3 clusters Score -2638426 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2638453.000000 Penalty: 4883.965820
	Iteration 46Q: 3 clusters Score -2638453 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2638478.500000 Penalty: 4883.965820
	Iteration 47Q: 3 clusters Score -2638478 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2638492.000000 Penalty: 4883.965820
	Iteration 48Q: 3 clusters Score -2638492 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2638519.750000 Penalty: 4883.965820
	Iteration 49Q: 3 clusters Score -2638520 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2638541.250000 Penalty: 4883.965820
	Iteration 50Q: 3 clusters Score -2638541 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2638579.250000 Penalty: 4883.965820
	Iteration 51Q: 3 clusters Score -2638579 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2638613.000000 Penalty: 4883.965820
	Iteration 52Q: 3 clusters Score -2638613 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2638641.000000 Penalty: 4883.965820
	Iteration 53Q: 3 clusters Score -2638641 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2638682.250000 Penalty: 4883.965820
	Iteration 54Q: 3 clusters Score -2638682 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2638700.750000 Penalty: 4883.965820
	Iteration 55Q: 3 clusters Score -2638701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2638716.000000 Penalty: 4883.965820
	Iteration 56Q: 3 clusters Score -2638716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2638726.250000 Penalty: 4883.965820
	Iteration 57Q: 3 clusters Score -2638726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2638738.250000 Penalty: 4883.965820
	Iteration 58Q: 3 clusters Score -2638738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2638750.750000 Penalty: 4883.965820
	Iteration 59Q: 3 clusters Score -2638751 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2638759.250000 Penalty: 4883.965820
	Iteration 60F: 3 clusters Score -2638759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2638767.750000 Penalty: 4883.965820
	Iteration 61Q: 3 clusters Score -2638768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2638775.250000 Penalty: 4883.965820
	Iteration 62Q: 3 clusters Score -2638775 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2638790.250000 Penalty: 4883.965820
	Iteration 63Q: 3 clusters Score -2638790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2638807.500000 Penalty: 4883.965820
	Iteration 64Q: 3 clusters Score -2638808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2638814.500000 Penalty: 4883.965820
	Iteration 65Q: 3 clusters Score -2638814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2638826.500000 Penalty: 4883.965820
	Iteration 66Q: 3 clusters Score -2638826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2638836.750000 Penalty: 4883.965820
	Iteration 67Q: 3 clusters Score -2638837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2638845.000000 Penalty: 4883.965820
	Iteration 68Q: 3 clusters Score -2638845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2638854.500000 Penalty: 4883.965820
	Iteration 69Q: 3 clusters Score -2638854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2638871.750000 Penalty: 4883.965820
	Iteration 70Q: 3 clusters Score -2638872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2638884.000000 Penalty: 4883.965820
	Iteration 71Q: 3 clusters Score -2638884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2638887.250000 Penalty: 4883.965820
	Iteration 72Q: 3 clusters Score -2638887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2638906.000000 Penalty: 4883.965820
	Iteration 73Q: 3 clusters Score -2638906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2638918.750000 Penalty: 4883.965820
	Iteration 74Q: 3 clusters Score -2638919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2638930.500000 Penalty: 4883.965820
	Iteration 75Q: 3 clusters Score -2638930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2638945.500000 Penalty: 4883.965820
	Iteration 76Q: 3 clusters Score -2638946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2638956.000000 Penalty: 4883.965820
	Iteration 77Q: 3 clusters Score -2638956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2638964.750000 Penalty: 4883.965820
	Iteration 78Q: 3 clusters Score -2638965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2638969.750000 Penalty: 4883.965820
	Iteration 79Q: 3 clusters Score -2638970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2638976.500000 Penalty: 4883.965820
	Iteration 80F: 3 clusters Score -2638976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2638985.000000 Penalty: 4883.965820
	Iteration 81Q: 3 clusters Score -2638985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2638987.500000 Penalty: 4883.965820
	Iteration 82Q: 3 clusters Score -2638988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2638994.250000 Penalty: 4883.965820
	Iteration 83Q: 3 clusters Score -2638994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2638994.000000 Penalty: 4883.965820
	Iteration 84Q: 3 clusters Score -2638994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2639001.250000 Penalty: 4883.965820
	Iteration 85Q: 3 clusters Score -2639001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2639006.500000 Penalty: 4883.965820
	Iteration 86Q: 3 clusters Score -2639006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2639006.500000 Penalty: 4883.965820
	Iteration 87Q: 3 clusters Score -2639006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2639011.750000 Penalty: 4883.965820
	Iteration 88Q: 3 clusters Score -2639012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2639009.250000 Penalty: 4883.965820
	Iteration 89Q: 3 clusters Score -2639009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2639010.500000 Penalty: 4883.965820
	Iteration 90Q: 3 clusters Score -2639010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2639010.250000 Penalty: 4883.965820
	Iteration 91Q: 3 clusters Score -2639010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2639013.000000 Penalty: 4883.965820
	Iteration 92Q: 3 clusters Score -2639013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2639015.500000 Penalty: 4883.965820
	Iteration 93Q: 3 clusters Score -2639016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2639020.500000 Penalty: 4883.965820
	Iteration 94Q: 3 clusters Score -2639020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2639024.250000 Penalty: 4883.965820
	Iteration 95Q: 3 clusters Score -2639024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2639025.750000 Penalty: 4883.965820
	Iteration 96Q: 3 clusters Score -2639026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2639029.500000 Penalty: 4883.965820
	Iteration 97Q: 3 clusters Score -2639030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2639031.000000 Penalty: 4883.965820
	Iteration 98Q: 3 clusters Score -2639031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2639030.250000 Penalty: 4883.965820
	Iteration 99Q: 3 clusters Score -2639030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2639032.250000 Penalty: 4883.965820
	Iteration 100F: 3 clusters Score -2639032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2639033.500000 Penalty: 4883.965820
	Iteration 101Q: 3 clusters Score -2639034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2639038.000000 Penalty: 4883.965820
	Iteration 102Q: 3 clusters Score -2639038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2639036.750000 Penalty: 4883.965820
	Iteration 103Q: 3 clusters Score -2639037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2639036.750000 Penalty: 4883.965820
	Iteration 104F: 3 clusters Score -2639037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (151225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151225 members 
Entering Unmasked Estep 
Score: -20752074.000000 Penalty: 2957.778076
	Iteration 0F: 2 clusters Score -2.075207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75620 members 
Mstep: Class 2 contains 75605 members 
Entering Unmasked Estep 
Score: -20651516.000000 Penalty: 5915.556152
	Iteration 0F: 3 clusters Score -2.065152e+07 nChanged 72572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75322 members 
Mstep: Class 2 contains 75903 members 
Entering Unmasked Estep 
Score: -20693308.000000 Penalty: 5915.556152
	Iteration 1F: 3 clusters Score -2.069331e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75336 members 
Mstep: Class 2 contains 75889 members 
Entering Unmasked Estep 
Score: -20693874.000000 Penalty: 5915.556152
	Iteration 2Q: 3 clusters Score -2.069387e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75506 members 
Mstep: Class 2 contains 75719 members 
Entering Unmasked Estep 
Score: -20694888.000000 Penalty: 5915.556152
	Iteration 3Q: 3 clusters Score -2.069489e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75845 members 
Mstep: Class 2 contains 75380 members 
Entering Unmasked Estep 
Score: -20695720.000000 Penalty: 5915.556152
	Iteration 4Q: 3 clusters Score -2.069572e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76531 members 
Mstep: Class 2 contains 74694 members 
Entering Unmasked Estep 
Score: -20696762.000000 Penalty: 5915.556152
	Iteration 5Q: 3 clusters Score -2.069676e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77594 members 
Mstep: Class 2 contains 73631 members 
Entering Unmasked Estep 
Score: -20698248.000000 Penalty: 5915.556152
	Iteration 6Q: 3 clusters Score -2.069825e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79370 members 
Mstep: Class 2 contains 71855 members 
Entering Unmasked Estep 
Score: -20700398.000000 Penalty: 5915.556152
	Iteration 7Q: 3 clusters Score -2.07004e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82330 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -20703622.000000 Penalty: 5915.556152
	Iteration 8Q: 3 clusters Score -2.070362e+07 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86841 members 
Mstep: Class 2 contains 64384 members 
Entering Unmasked Estep 
Score: -20708852.000000 Penalty: 5915.556152
	Iteration 9F: 3 clusters Score -2.070885e+07 nChanged 10178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92725 members 
Mstep: Class 2 contains 58500 members 
Entering Unmasked Estep 
Score: -20716006.000000 Penalty: 5915.556152
	Iteration 10F: 3 clusters Score -2.071601e+07 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98869 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -20724898.000000 Penalty: 5915.556152
	Iteration 11F: 3 clusters Score -2.07249e+07 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103807 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -20733060.000000 Penalty: 5915.556152
	Iteration 12F: 3 clusters Score -2.073306e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107181 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -20737612.000000 Penalty: 5915.556152
	Iteration 13Q: 3 clusters Score -2.073761e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109688 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -20739466.000000 Penalty: 5915.556152
	Iteration 14Q: 3 clusters Score -2.073947e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112024 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -20740552.000000 Penalty: 5915.556152
	Iteration 15Q: 3 clusters Score -2.074055e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114228 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -20741434.000000 Penalty: 5915.556152
	Iteration 16Q: 3 clusters Score -2.074143e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116330 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -20742332.000000 Penalty: 5915.556152
	Iteration 17Q: 3 clusters Score -2.074233e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118293 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -20742978.000000 Penalty: 5915.556152
	Iteration 18Q: 3 clusters Score -2.074298e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120198 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -20743662.000000 Penalty: 5915.556152
	Iteration 19Q: 3 clusters Score -2.074366e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121940 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -20744276.000000 Penalty: 5915.556152
	Iteration 20F: 3 clusters Score -2.074428e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123641 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -20744768.000000 Penalty: 5915.556152
	Iteration 21Q: 3 clusters Score -2.074477e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125311 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -20745166.000000 Penalty: 5915.556152
	Iteration 22Q: 3 clusters Score -2.074517e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126968 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -20745616.000000 Penalty: 5915.556152
	Iteration 23Q: 3 clusters Score -2.074562e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128543 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -20746050.000000 Penalty: 5915.556152
	Iteration 24Q: 3 clusters Score -2.074605e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129996 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -20746436.000000 Penalty: 5915.556152
	Iteration 25Q: 3 clusters Score -2.074644e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131411 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -20746796.000000 Penalty: 5915.556152
	Iteration 26Q: 3 clusters Score -2.07468e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132718 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -20747070.000000 Penalty: 5915.556152
	Iteration 27Q: 3 clusters Score -2.074707e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133930 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -20747358.000000 Penalty: 5915.556152
	Iteration 28Q: 3 clusters Score -2.074736e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135127 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -20747680.000000 Penalty: 5915.556152
	Iteration 29Q: 3 clusters Score -2.074768e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136286 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -20747996.000000 Penalty: 5915.556152
	Iteration 30Q: 3 clusters Score -2.0748e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137428 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -20748224.000000 Penalty: 5915.556152
	Iteration 31Q: 3 clusters Score -2.074822e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138455 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -20748502.000000 Penalty: 5915.556152
	Iteration 32Q: 3 clusters Score -2.07485e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139394 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -20748770.000000 Penalty: 5915.556152
	Iteration 33Q: 3 clusters Score -2.074877e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140293 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -20748928.000000 Penalty: 5915.556152
	Iteration 34Q: 3 clusters Score -2.074893e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141112 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -20748972.000000 Penalty: 5915.556152
	Iteration 35Q: 3 clusters Score -2.074897e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141885 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -20749026.000000 Penalty: 5915.556152
	Iteration 36Q: 3 clusters Score -2.074903e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142607 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -20749120.000000 Penalty: 5915.556152
	Iteration 37Q: 3 clusters Score -2.074912e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143247 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -20749202.000000 Penalty: 5915.556152
	Iteration 38Q: 3 clusters Score -2.07492e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143822 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -20749298.000000 Penalty: 5915.556152
	Iteration 39Q: 3 clusters Score -2.07493e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144333 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -20749352.000000 Penalty: 5915.556152
	Iteration 40F: 3 clusters Score -2.074935e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144790 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -20749476.000000 Penalty: 5915.556152
	Iteration 41Q: 3 clusters Score -2.074948e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145208 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -20749520.000000 Penalty: 5915.556152
	Iteration 42Q: 3 clusters Score -2.074952e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145607 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -20749564.000000 Penalty: 5915.556152
	Iteration 43Q: 3 clusters Score -2.074956e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145947 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -20749582.000000 Penalty: 5915.556152
	Iteration 44Q: 3 clusters Score -2.074958e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146256 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -20749646.000000 Penalty: 5915.556152
	Iteration 45Q: 3 clusters Score -2.074965e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146534 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -20749756.000000 Penalty: 5915.556152
	Iteration 46Q: 3 clusters Score -2.074976e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146774 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -20749760.000000 Penalty: 5915.556152
	Iteration 47Q: 3 clusters Score -2.074976e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146989 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -20749760.000000 Penalty: 5915.556152
	Iteration 48Q: 3 clusters Score -2.074976e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147173 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -20749744.000000 Penalty: 5915.556152
	Iteration 49Q: 3 clusters Score -2.074974e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147348 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -20749742.000000 Penalty: 5915.556152
	Iteration 50Q: 3 clusters Score -2.074974e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147508 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -20749758.000000 Penalty: 5915.556152
	Iteration 51Q: 3 clusters Score -2.074976e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147638 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -20749798.000000 Penalty: 5915.556152
	Iteration 52Q: 3 clusters Score -2.07498e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147779 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -20749852.000000 Penalty: 5915.556152
	Iteration 53Q: 3 clusters Score -2.074985e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147902 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -20749854.000000 Penalty: 5915.556152
	Iteration 54Q: 3 clusters Score -2.074985e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148014 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -20749870.000000 Penalty: 5915.556152
	Iteration 55Q: 3 clusters Score -2.074987e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148094 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -20749868.000000 Penalty: 5915.556152
	Iteration 56Q: 3 clusters Score -2.074987e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148168 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -20749866.000000 Penalty: 5915.556152
	Iteration 57Q: 3 clusters Score -2.074987e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148239 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -20749844.000000 Penalty: 5915.556152
	Iteration 58Q: 3 clusters Score -2.074984e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148313 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -20749812.000000 Penalty: 5915.556152
	Iteration 59Q: 3 clusters Score -2.074981e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148379 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -20749798.000000 Penalty: 5915.556152
	Iteration 60F: 3 clusters Score -2.07498e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148442 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -20749820.000000 Penalty: 5915.556152
	Iteration 61Q: 3 clusters Score -2.074982e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148504 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -20749856.000000 Penalty: 5915.556152
	Iteration 62Q: 3 clusters Score -2.074986e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148560 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -20749880.000000 Penalty: 5915.556152
	Iteration 63Q: 3 clusters Score -2.074988e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148614 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -20749894.000000 Penalty: 5915.556152
	Iteration 64Q: 3 clusters Score -2.074989e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148651 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -20749900.000000 Penalty: 5915.556152
	Iteration 65Q: 3 clusters Score -2.07499e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148688 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -20749900.000000 Penalty: 5915.556152
	Iteration 66Q: 3 clusters Score -2.07499e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148724 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -20749886.000000 Penalty: 5915.556152
	Iteration 67Q: 3 clusters Score -2.074989e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148751 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -20749884.000000 Penalty: 5915.556152
	Iteration 68Q: 3 clusters Score -2.074988e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148780 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -20749890.000000 Penalty: 5915.556152
	Iteration 69Q: 3 clusters Score -2.074989e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148808 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -20749882.000000 Penalty: 5915.556152
	Iteration 70Q: 3 clusters Score -2.074988e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148826 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -20749904.000000 Penalty: 5915.556152
	Iteration 71Q: 3 clusters Score -2.07499e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148841 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -20749914.000000 Penalty: 5915.556152
	Iteration 72Q: 3 clusters Score -2.074991e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148854 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -20749912.000000 Penalty: 5915.556152
	Iteration 73Q: 3 clusters Score -2.074991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148867 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -20749910.000000 Penalty: 5915.556152
	Iteration 74Q: 3 clusters Score -2.074991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148879 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -20749904.000000 Penalty: 5915.556152
	Iteration 75Q: 3 clusters Score -2.07499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148888 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -20749906.000000 Penalty: 5915.556152
	Iteration 76Q: 3 clusters Score -2.074991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148891 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -20749902.000000 Penalty: 5915.556152
	Iteration 77Q: 3 clusters Score -2.07499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148895 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -20749912.000000 Penalty: 5915.556152
	Iteration 78Q: 3 clusters Score -2.074991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148899 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -20749908.000000 Penalty: 5915.556152
	Iteration 79Q: 3 clusters Score -2.074991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148903 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -20749908.000000 Penalty: 5915.556152
	Iteration 80F: 3 clusters Score -2.074991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148906 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -20749922.000000 Penalty: 5915.556152
	Iteration 81Q: 3 clusters Score -2.074992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148908 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -20749926.000000 Penalty: 5915.556152
	Iteration 82Q: 3 clusters Score -2.074993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148911 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -20749938.000000 Penalty: 5915.556152
	Iteration 83Q: 3 clusters Score -2.074994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148912 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -20749920.000000 Penalty: 5915.556152
	Iteration 84Q: 3 clusters Score -2.074992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148913 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -20749916.000000 Penalty: 5915.556152
	Iteration 85Q: 3 clusters Score -2.074992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148914 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -20749928.000000 Penalty: 5915.556152
	Iteration 86Q: 3 clusters Score -2.074993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148915 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -20749934.000000 Penalty: 5915.556152
	Iteration 87Q: 3 clusters Score -2.074993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148916 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -20749934.000000 Penalty: 5915.556152
	Iteration 88Q: 3 clusters Score -2.074993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148917 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -20749922.000000 Penalty: 5915.556152
	Iteration 89Q: 3 clusters Score -2.074992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148919 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -20749928.000000 Penalty: 5915.556152
	Iteration 90Q: 3 clusters Score -2.074993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148922 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -20749924.000000 Penalty: 5915.556152
	Iteration 91Q: 3 clusters Score -2.074992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148923 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -20749924.000000 Penalty: 5915.556152
	Iteration 92Q: 3 clusters Score -2.074992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148924 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -20749920.000000 Penalty: 5915.556152
	Iteration 93Q: 3 clusters Score -2.074992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148925 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -20749922.000000 Penalty: 5915.556152
	Iteration 94Q: 3 clusters Score -2.074992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148925 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -20749922.000000 Penalty: 5915.556152
	Iteration 95F: 3 clusters Score -2.074992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -60831.468750 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -60831.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59333.058594 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -59333.06 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59527.648438 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -59527.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59588.277344 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -59588.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59618.753906 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -59618.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59647.160156 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -59647.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59675.187500 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -59675.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -59694.882812 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -59694.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59724.382812 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -59724.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59768.402344 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -59768.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59800.074219 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -59800.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -59881.152344 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -59881.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -60023.832031 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -60023.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -60161.773438 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -60161.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60315.421875 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -60315.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -60486.730469 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -60486.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -60645.062500 Penalty: 3104.752441
	Iteration 15Q: 3 clusters Score -60645.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60795.554688 Penalty: 3104.752441
	Iteration 16Q: 3 clusters Score -60795.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61016.035156 Penalty: 3104.752441
	Iteration 17Q: 3 clusters Score -61016.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -61077.558594 Penalty: 3104.752441
	Iteration 18Q: 3 clusters Score -61077.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61102.574219 Penalty: 3104.752441
	Iteration 19Q: 3 clusters Score -61102.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61115.269531 Penalty: 3104.752441
	Iteration 20F: 3 clusters Score -61115.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61186.945312 Penalty: 3104.752441
	Iteration 21Q: 3 clusters Score -61186.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61195.539062 Penalty: 3104.752441
	Iteration 22Q: 3 clusters Score -61195.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61195.539062 Penalty: 3104.752441
	Iteration 23F: 3 clusters Score -61195.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70740 members 
Mstep: Class 3 contains 288 members 
Mstep: Class 4 contains 4375 members 
Mstep: Class 8 contains 57569 members 
Mstep: Class 9 contains 13924 members 
Mstep: Class 10 contains 162010 members 
Mstep: Class 11 contains 18896 members 
Mstep: Class 12 contains 151225 members 
Mstep: Class 13 contains 235 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38053 members 
Mstep: Class 17 contains 24572 members 
Mstep: Class 18 contains 54583 members 
Mstep: Class 19 contains 183591 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75382 members 
Entering Unmasked Estep 
Score: -116103432.000000 Penalty: 57601.605469
Splitting cluster 13 changes total score from -116104920.000000 to -116103432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -70210.367188 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -70210.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68620.554688 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -68620.55 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68954.359375 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -68954.36 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69170.195312 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -69170.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69325.898438 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -69325.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69440.632812 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -69440.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -69537.359375 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -69537.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69635.054688 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -69635.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69734.023438 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -69734.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69838.921875 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -69838.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69919.179688 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -69919.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -70019.000000 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -70019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -70118.921875 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -70118.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -70252.664062 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -70252.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70332.367188 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -70332.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70358.453125 Penalty: 3167.056396
	Iteration 14Q: 3 clusters Score -70358.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70405.171875 Penalty: 3167.056396
	Iteration 15Q: 3 clusters Score -70405.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70670.257812 Penalty: 3167.056396
	Iteration 16Q: 3 clusters Score -70670.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70676.804688 Penalty: 3167.056396
	Iteration 17Q: 3 clusters Score -70676.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70676.804688 Penalty: 3167.056396
	Iteration 18F: 3 clusters Score -70676.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70740 members 
Mstep: Class 3 contains 293 members 
Mstep: Class 4 contains 4375 members 
Mstep: Class 8 contains 57569 members 
Mstep: Class 9 contains 13924 members 
Mstep: Class 10 contains 162010 members 
Mstep: Class 11 contains 18896 members 
Mstep: Class 12 contains 151225 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 16 contains 38053 members 
Mstep: Class 17 contains 24572 members 
Mstep: Class 18 contains 54583 members 
Mstep: Class 19 contains 183591 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75382 members 
Entering Unmasked Estep 
Score: -116103608.000000 Penalty: 57601.605469
Splitting cluster 14 changes total score from -116104920.000000 to -116103608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (38053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Entering Unmasked Estep 
Score: -5298358.500000 Penalty: 2615.590332
	Iteration 0F: 2 clusters Score -5298358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -5272588.000000 Penalty: 5231.180664
	Iteration 0F: 3 clusters Score -5272588 nChanged 17404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -5282100.000000 Penalty: 5231.180664
	Iteration 1F: 3 clusters Score -5282100 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -5282483.500000 Penalty: 5231.180664
	Iteration 2Q: 3 clusters Score -5282484 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -5282843.500000 Penalty: 5231.180664
	Iteration 3Q: 3 clusters Score -5282844 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -5283167.500000 Penalty: 5231.180664
	Iteration 4Q: 3 clusters Score -5283168 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -5283507.000000 Penalty: 5231.180664
	Iteration 5Q: 3 clusters Score -5283507 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -5283932.000000 Penalty: 5231.180664
	Iteration 6Q: 3 clusters Score -5283932 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -5284515.500000 Penalty: 5231.180664
	Iteration 7Q: 3 clusters Score -5284516 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -5285345.500000 Penalty: 5231.180664
	Iteration 8Q: 3 clusters Score -5285346 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -5286694.500000 Penalty: 5231.180664
	Iteration 9F: 3 clusters Score -5286694 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -5288511.000000 Penalty: 5231.180664
	Iteration 10F: 3 clusters Score -5288511 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -5290717.500000 Penalty: 5231.180664
	Iteration 11F: 3 clusters Score -5290718 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -5292711.000000 Penalty: 5231.180664
	Iteration 12F: 3 clusters Score -5292711 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -5294020.500000 Penalty: 5231.180664
	Iteration 13Q: 3 clusters Score -5294020 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5294836.500000 Penalty: 5231.180664
	Iteration 14Q: 3 clusters Score -5294836 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5295377.500000 Penalty: 5231.180664
	Iteration 15Q: 3 clusters Score -5295378 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5295680.000000 Penalty: 5231.180664
	Iteration 16Q: 3 clusters Score -5295680 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5295848.500000 Penalty: 5231.180664
	Iteration 17Q: 3 clusters Score -5295848 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5295959.000000 Penalty: 5231.180664
	Iteration 18Q: 3 clusters Score -5295959 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5296052.000000 Penalty: 5231.180664
	Iteration 19Q: 3 clusters Score -5296052 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5296101.500000 Penalty: 5231.180664
	Iteration 20F: 3 clusters Score -5296102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5296137.000000 Penalty: 5231.180664
	Iteration 21Q: 3 clusters Score -5296137 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5296158.000000 Penalty: 5231.180664
	Iteration 22Q: 3 clusters Score -5296158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5296184.000000 Penalty: 5231.180664
	Iteration 23Q: 3 clusters Score -5296184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5296190.000000 Penalty: 5231.180664
	Iteration 24Q: 3 clusters Score -5296190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5296220.000000 Penalty: 5231.180664
	Iteration 25Q: 3 clusters Score -5296220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5296231.500000 Penalty: 5231.180664
	Iteration 26Q: 3 clusters Score -5296232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5296234.000000 Penalty: 5231.180664
	Iteration 27Q: 3 clusters Score -5296234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5296247.000000 Penalty: 5231.180664
	Iteration 28Q: 3 clusters Score -5296247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5296256.500000 Penalty: 5231.180664
	Iteration 29Q: 3 clusters Score -5296256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5296263.500000 Penalty: 5231.180664
	Iteration 30Q: 3 clusters Score -5296264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5296272.000000 Penalty: 5231.180664
	Iteration 31Q: 3 clusters Score -5296272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5296282.500000 Penalty: 5231.180664
	Iteration 32Q: 3 clusters Score -5296282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5296282.500000 Penalty: 5231.180664
	Iteration 33Q: 3 clusters Score -5296282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5296284.500000 Penalty: 5231.180664
	Iteration 34Q: 3 clusters Score -5296284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5296291.500000 Penalty: 5231.180664
	Iteration 35Q: 3 clusters Score -5296292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5296294.500000 Penalty: 5231.180664
	Iteration 36Q: 3 clusters Score -5296294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5296297.000000 Penalty: 5231.180664
	Iteration 37Q: 3 clusters Score -5296297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5296299.000000 Penalty: 5231.180664
	Iteration 38Q: 3 clusters Score -5296299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5296299.000000 Penalty: 5231.180664
	Iteration 39F: 3 clusters Score -5296299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Entering Unmasked Estep 
Score: -3429034.000000 Penalty: 2507.121826
	Iteration 0F: 2 clusters Score -3429034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -3411950.250000 Penalty: 5014.243652
	Iteration 0F: 3 clusters Score -3411950 nChanged 10927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3417888.500000 Penalty: 5014.243652
	Iteration 1F: 3 clusters Score -3417888 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -3418349.250000 Penalty: 5014.243652
	Iteration 2F: 3 clusters Score -3418349 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -3418748.000000 Penalty: 5014.243652
	Iteration 3Q: 3 clusters Score -3418748 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3419083.500000 Penalty: 5014.243652
	Iteration 4Q: 3 clusters Score -3419084 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -3419418.750000 Penalty: 5014.243652
	Iteration 5Q: 3 clusters Score -3419419 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -3419859.250000 Penalty: 5014.243652
	Iteration 6Q: 3 clusters Score -3419859 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -3420342.500000 Penalty: 5014.243652
	Iteration 7Q: 3 clusters Score -3420342 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -3420997.500000 Penalty: 5014.243652
	Iteration 8Q: 3 clusters Score -3420998 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -3421786.000000 Penalty: 5014.243652
	Iteration 9Q: 3 clusters Score -3421786 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -3422675.750000 Penalty: 5014.243652
	Iteration 10F: 3 clusters Score -3422676 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -3423448.250000 Penalty: 5014.243652
	Iteration 11F: 3 clusters Score -3423448 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -3424023.250000 Penalty: 5014.243652
	Iteration 12Q: 3 clusters Score -3424023 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -3424361.250000 Penalty: 5014.243652
	Iteration 13Q: 3 clusters Score -3424361 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -3424544.250000 Penalty: 5014.243652
	Iteration 14Q: 3 clusters Score -3424544 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -3424653.750000 Penalty: 5014.243652
	Iteration 15Q: 3 clusters Score -3424654 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -3424716.750000 Penalty: 5014.243652
	Iteration 16Q: 3 clusters Score -3424717 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -3424775.250000 Penalty: 5014.243652
	Iteration 17Q: 3 clusters Score -3424775 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -3424840.750000 Penalty: 5014.243652
	Iteration 18Q: 3 clusters Score -3424841 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -3424877.250000 Penalty: 5014.243652
	Iteration 19Q: 3 clusters Score -3424877 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -3424896.750000 Penalty: 5014.243652
	Iteration 20F: 3 clusters Score -3424897 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -3424936.250000 Penalty: 5014.243652
	Iteration 21Q: 3 clusters Score -3424936 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -3424949.250000 Penalty: 5014.243652
	Iteration 22Q: 3 clusters Score -3424949 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3424963.500000 Penalty: 5014.243652
	Iteration 23Q: 3 clusters Score -3424964 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -3424979.750000 Penalty: 5014.243652
	Iteration 24Q: 3 clusters Score -3424980 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -3424995.250000 Penalty: 5014.243652
	Iteration 25Q: 3 clusters Score -3424995 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -3424996.750000 Penalty: 5014.243652
	Iteration 26Q: 3 clusters Score -3424997 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -3425007.250000 Penalty: 5014.243652
	Iteration 27Q: 3 clusters Score -3425007 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -3425008.750000 Penalty: 5014.243652
	Iteration 28Q: 3 clusters Score -3425009 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -3425019.000000 Penalty: 5014.243652
	Iteration 29Q: 3 clusters Score -3425019 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -3425015.500000 Penalty: 5014.243652
	Iteration 30Q: 3 clusters Score -3425016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -3425026.750000 Penalty: 5014.243652
	Iteration 31Q: 3 clusters Score -3425027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -3425026.750000 Penalty: 5014.243652
	Iteration 32Q: 3 clusters Score -3425027 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -3425033.250000 Penalty: 5014.243652
	Iteration 33Q: 3 clusters Score -3425033 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -3425033.500000 Penalty: 5014.243652
	Iteration 34Q: 3 clusters Score -3425034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -3425042.750000 Penalty: 5014.243652
	Iteration 35Q: 3 clusters Score -3425043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -3425036.000000 Penalty: 5014.243652
	Iteration 36Q: 3 clusters Score -3425036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -3425042.000000 Penalty: 5014.243652
	Iteration 37Q: 3 clusters Score -3425042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -3425042.500000 Penalty: 5014.243652
	Iteration 38Q: 3 clusters Score -3425042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -3425049.000000 Penalty: 5014.243652
	Iteration 39Q: 3 clusters Score -3425049 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -3425052.250000 Penalty: 5014.243652
	Iteration 40F: 3 clusters Score -3425052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -3425053.000000 Penalty: 5014.243652
	Iteration 41Q: 3 clusters Score -3425053 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3425060.750000 Penalty: 5014.243652
	Iteration 42Q: 3 clusters Score -3425061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -3425054.000000 Penalty: 5014.243652
	Iteration 43Q: 3 clusters Score -3425054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -3425058.250000 Penalty: 5014.243652
	Iteration 44Q: 3 clusters Score -3425058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -3425061.000000 Penalty: 5014.243652
	Iteration 45Q: 3 clusters Score -3425061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3425058.000000 Penalty: 5014.243652
	Iteration 46Q: 3 clusters Score -3425058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3425061.500000 Penalty: 5014.243652
	Iteration 47Q: 3 clusters Score -3425062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -3425061.750000 Penalty: 5014.243652
	Iteration 48Q: 3 clusters Score -3425062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -3425060.250000 Penalty: 5014.243652
	Iteration 49Q: 3 clusters Score -3425060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -3425062.000000 Penalty: 5014.243652
	Iteration 50Q: 3 clusters Score -3425062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -3425067.000000 Penalty: 5014.243652
	Iteration 51Q: 3 clusters Score -3425067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -3425070.500000 Penalty: 5014.243652
	Iteration 52Q: 3 clusters Score -3425070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -3425068.000000 Penalty: 5014.243652
	Iteration 53Q: 3 clusters Score -3425068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -3425076.000000 Penalty: 5014.243652
	Iteration 54Q: 3 clusters Score -3425076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -3425075.500000 Penalty: 5014.243652
	Iteration 55Q: 3 clusters Score -3425076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -3425077.000000 Penalty: 5014.243652
	Iteration 56Q: 3 clusters Score -3425077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -3425077.500000 Penalty: 5014.243652
	Iteration 57Q: 3 clusters Score -3425078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -3425076.250000 Penalty: 5014.243652
	Iteration 58Q: 3 clusters Score -3425076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3425076.250000 Penalty: 5014.243652
	Iteration 59Q: 3 clusters Score -3425076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -3425072.500000 Penalty: 5014.243652
	Iteration 60F: 3 clusters Score -3425072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -3425068.000000 Penalty: 5014.243652
	Iteration 61Q: 3 clusters Score -3425068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -3425072.000000 Penalty: 5014.243652
	Iteration 62Q: 3 clusters Score -3425072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -3425069.750000 Penalty: 5014.243652
	Iteration 63Q: 3 clusters Score -3425070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3425074.500000 Penalty: 5014.243652
	Iteration 64Q: 3 clusters Score -3425074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -3425076.000000 Penalty: 5014.243652
	Iteration 65Q: 3 clusters Score -3425076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -3425072.500000 Penalty: 5014.243652
	Iteration 66Q: 3 clusters Score -3425072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -3425072.750000 Penalty: 5014.243652
	Iteration 67Q: 3 clusters Score -3425073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -3425072.750000 Penalty: 5014.243652
	Iteration 68F: 3 clusters Score -3425073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Entering Unmasked Estep 
Score: -7594658.000000 Penalty: 2705.054443
	Iteration 0F: 2 clusters Score -7594658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -7557970.000000 Penalty: 5410.108887
	Iteration 0F: 3 clusters Score -7557970 nChanged 25178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -7571890.000000 Penalty: 5410.108887
	Iteration 1F: 3 clusters Score -7571890 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -7572507.000000 Penalty: 5410.108887
	Iteration 2Q: 3 clusters Score -7572507 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -7573014.000000 Penalty: 5410.108887
	Iteration 3Q: 3 clusters Score -7573014 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -7573598.000000 Penalty: 5410.108887
	Iteration 4Q: 3 clusters Score -7573598 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -7574400.000000 Penalty: 5410.108887
	Iteration 5Q: 3 clusters Score -7574400 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -7575515.500000 Penalty: 5410.108887
	Iteration 6Q: 3 clusters Score -7575516 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -7577197.000000 Penalty: 5410.108887
	Iteration 7F: 3 clusters Score -7577197 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -7579711.500000 Penalty: 5410.108887
	Iteration 8F: 3 clusters Score -7579712 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -7582906.000000 Penalty: 5410.108887
	Iteration 9F: 3 clusters Score -7582906 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -7586369.500000 Penalty: 5410.108887
	Iteration 10F: 3 clusters Score -7586370 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -7589256.500000 Penalty: 5410.108887
	Iteration 11F: 3 clusters Score -7589256 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -7591068.000000 Penalty: 5410.108887
	Iteration 12Q: 3 clusters Score -7591068 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7591827.500000 Penalty: 5410.108887
	Iteration 13Q: 3 clusters Score -7591828 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7592158.500000 Penalty: 5410.108887
	Iteration 14Q: 3 clusters Score -7592158 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54311 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7592272.000000 Penalty: 5410.108887
	Iteration 15Q: 3 clusters Score -7592272 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7592339.000000 Penalty: 5410.108887
	Iteration 16Q: 3 clusters Score -7592339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7592391.000000 Penalty: 5410.108887
	Iteration 17Q: 3 clusters Score -7592391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7592412.500000 Penalty: 5410.108887
	Iteration 18Q: 3 clusters Score -7592412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7592430.000000 Penalty: 5410.108887
	Iteration 19Q: 3 clusters Score -7592430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7592445.500000 Penalty: 5410.108887
	Iteration 20F: 3 clusters Score -7592446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7592450.000000 Penalty: 5410.108887
	Iteration 21Q: 3 clusters Score -7592450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7592457.000000 Penalty: 5410.108887
	Iteration 22Q: 3 clusters Score -7592457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7592457.000000 Penalty: 5410.108887
	Iteration 23Q: 3 clusters Score -7592457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7592465.000000 Penalty: 5410.108887
	Iteration 24Q: 3 clusters Score -7592465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54354 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7592465.500000 Penalty: 5410.108887
	Iteration 25Q: 3 clusters Score -7592466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7592462.000000 Penalty: 5410.108887
	Iteration 26Q: 3 clusters Score -7592462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7592480.500000 Penalty: 5410.108887
	Iteration 27Q: 3 clusters Score -7592480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7592507.500000 Penalty: 5410.108887
	Iteration 28Q: 3 clusters Score -7592508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7592550.500000 Penalty: 5410.108887
	Iteration 29Q: 3 clusters Score -7592550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7592565.500000 Penalty: 5410.108887
	Iteration 30Q: 3 clusters Score -7592566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7592589.000000 Penalty: 5410.108887
	Iteration 31Q: 3 clusters Score -7592589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7592589.000000 Penalty: 5410.108887
	Iteration 32Q: 3 clusters Score -7592589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7592598.000000 Penalty: 5410.108887
	Iteration 33Q: 3 clusters Score -7592598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7592605.000000 Penalty: 5410.108887
	Iteration 34Q: 3 clusters Score -7592605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7592606.500000 Penalty: 5410.108887
	Iteration 35Q: 3 clusters Score -7592606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7592606.000000 Penalty: 5410.108887
	Iteration 36Q: 3 clusters Score -7592606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7592604.500000 Penalty: 5410.108887
	Iteration 37Q: 3 clusters Score -7592604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7592627.500000 Penalty: 5410.108887
	Iteration 38F: 3 clusters Score -7592628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7592658.500000 Penalty: 5410.108887
	Iteration 39Q: 3 clusters Score -7592658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7592676.500000 Penalty: 5410.108887
	Iteration 40F: 3 clusters Score -7592676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7592706.500000 Penalty: 5410.108887
	Iteration 41Q: 3 clusters Score -7592706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7592731.000000 Penalty: 5410.108887
	Iteration 42Q: 3 clusters Score -7592731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54319 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7592749.000000 Penalty: 5410.108887
	Iteration 43Q: 3 clusters Score -7592749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7592795.000000 Penalty: 5410.108887
	Iteration 44Q: 3 clusters Score -7592795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7592813.000000 Penalty: 5410.108887
	Iteration 45Q: 3 clusters Score -7592813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7592824.500000 Penalty: 5410.108887
	Iteration 46Q: 3 clusters Score -7592824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7592850.500000 Penalty: 5410.108887
	Iteration 47Q: 3 clusters Score -7592850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54290 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7592879.000000 Penalty: 5410.108887
	Iteration 48Q: 3 clusters Score -7592879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7592908.000000 Penalty: 5410.108887
	Iteration 49Q: 3 clusters Score -7592908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54281 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7592911.500000 Penalty: 5410.108887
	Iteration 50Q: 3 clusters Score -7592912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7592924.500000 Penalty: 5410.108887
	Iteration 51Q: 3 clusters Score -7592924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7592931.000000 Penalty: 5410.108887
	Iteration 52Q: 3 clusters Score -7592931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7592936.000000 Penalty: 5410.108887
	Iteration 53Q: 3 clusters Score -7592936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7592953.500000 Penalty: 5410.108887
	Iteration 54Q: 3 clusters Score -7592954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7592962.000000 Penalty: 5410.108887
	Iteration 55Q: 3 clusters Score -7592962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54270 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7592974.000000 Penalty: 5410.108887
	Iteration 56Q: 3 clusters Score -7592974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7592973.500000 Penalty: 5410.108887
	Iteration 57Q: 3 clusters Score -7592974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7592985.500000 Penalty: 5410.108887
	Iteration 58Q: 3 clusters Score -7592986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7592988.000000 Penalty: 5410.108887
	Iteration 59Q: 3 clusters Score -7592988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7592991.000000 Penalty: 5410.108887
	Iteration 60F: 3 clusters Score -7592991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7592993.000000 Penalty: 5410.108887
	Iteration 61Q: 3 clusters Score -7592993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7592999.000000 Penalty: 5410.108887
	Iteration 62Q: 3 clusters Score -7592999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7592999.000000 Penalty: 5410.108887
	Iteration 63Q: 3 clusters Score -7592999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7593013.000000 Penalty: 5410.108887
	Iteration 64Q: 3 clusters Score -7593013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7593017.500000 Penalty: 5410.108887
	Iteration 65Q: 3 clusters Score -7593018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7593023.500000 Penalty: 5410.108887
	Iteration 66Q: 3 clusters Score -7593024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7593023.500000 Penalty: 5410.108887
	Iteration 67Q: 3 clusters Score -7593024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7593022.500000 Penalty: 5410.108887
	Iteration 68Q: 3 clusters Score -7593022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54263 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7593021.000000 Penalty: 5410.108887
	Iteration 69Q: 3 clusters Score -7593021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54262 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7593038.000000 Penalty: 5410.108887
	Iteration 70Q: 3 clusters Score -7593038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7593038.500000 Penalty: 5410.108887
	Iteration 71Q: 3 clusters Score -7593038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7593041.500000 Penalty: 5410.108887
	Iteration 72Q: 3 clusters Score -7593042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7593046.500000 Penalty: 5410.108887
	Iteration 73Q: 3 clusters Score -7593046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7593053.000000 Penalty: 5410.108887
	Iteration 74Q: 3 clusters Score -7593053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7593053.000000 Penalty: 5410.108887
	Iteration 75F: 3 clusters Score -7593053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (183591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183591 members 
Entering Unmasked Estep 
Score: -25184524.000000 Penalty: 3005.875732
	Iteration 0F: 2 clusters Score -2.518452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91599 members 
Mstep: Class 2 contains 91992 members 
Entering Unmasked Estep 
Score: -25065622.000000 Penalty: 6011.751465
	Iteration 0F: 3 clusters Score -2.506562e+07 nChanged 87965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87212 members 
Mstep: Class 2 contains 96379 members 
Entering Unmasked Estep 
Score: -25116850.000000 Penalty: 6011.751465
	Iteration 1F: 3 clusters Score -2.511685e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84074 members 
Mstep: Class 2 contains 99517 members 
Entering Unmasked Estep 
Score: -25118198.000000 Penalty: 6011.751465
	Iteration 2Q: 3 clusters Score -2.51182e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79357 members 
Mstep: Class 2 contains 104234 members 
Entering Unmasked Estep 
Score: -25120410.000000 Penalty: 6011.751465
	Iteration 3Q: 3 clusters Score -2.512041e+07 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72132 members 
Mstep: Class 2 contains 111459 members 
Entering Unmasked Estep 
Score: -25124068.000000 Penalty: 6011.751465
	Iteration 4Q: 3 clusters Score -2.512407e+07 nChanged 11147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61787 members 
Mstep: Class 2 contains 121804 members 
Entering Unmasked Estep 
Score: -25130640.000000 Penalty: 6011.751465
	Iteration 5F: 3 clusters Score -2.513064e+07 nChanged 14122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 135496 members 
Entering Unmasked Estep 
Score: -25141220.000000 Penalty: 6011.751465
	Iteration 6F: 3 clusters Score -2.514122e+07 nChanged 15555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 150851 members 
Entering Unmasked Estep 
Score: -25155118.000000 Penalty: 6011.751465
	Iteration 7F: 3 clusters Score -2.515512e+07 nChanged 13922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 164701 members 
Entering Unmasked Estep 
Score: -25168390.000000 Penalty: 6011.751465
	Iteration 8F: 3 clusters Score -2.516839e+07 nChanged 9913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 174600 members 
Entering Unmasked Estep 
Score: -25176666.000000 Penalty: 6011.751465
	Iteration 9F: 3 clusters Score -2.517667e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 179798 members 
Entering Unmasked Estep 
Score: -25180148.000000 Penalty: 6011.751465
	Iteration 10Q: 3 clusters Score -2.518015e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 181853 members 
Entering Unmasked Estep 
Score: -25181218.000000 Penalty: 6011.751465
	Iteration 11Q: 3 clusters Score -2.518122e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 182630 members 
Entering Unmasked Estep 
Score: -25181602.000000 Penalty: 6011.751465
	Iteration 12Q: 3 clusters Score -2.51816e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 182937 members 
Entering Unmasked Estep 
Score: -25181740.000000 Penalty: 6011.751465
	Iteration 13Q: 3 clusters Score -2.518174e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 183069 members 
Entering Unmasked Estep 
Score: -25181822.000000 Penalty: 6011.751465
	Iteration 14Q: 3 clusters Score -2.518182e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 183135 members 
Entering Unmasked Estep 
Score: -25181874.000000 Penalty: 6011.751465
	Iteration 15Q: 3 clusters Score -2.518187e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 183174 members 
Entering Unmasked Estep 
Score: -25181922.000000 Penalty: 6011.751465
	Iteration 16Q: 3 clusters Score -2.518192e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 183201 members 
Entering Unmasked Estep 
Score: -25181946.000000 Penalty: 6011.751465
	Iteration 17Q: 3 clusters Score -2.518195e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 183223 members 
Entering Unmasked Estep 
Score: -25181976.000000 Penalty: 6011.751465
	Iteration 18Q: 3 clusters Score -2.518198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 183232 members 
Entering Unmasked Estep 
Score: -25181980.000000 Penalty: 6011.751465
	Iteration 19Q: 3 clusters Score -2.518198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 183237 members 
Entering Unmasked Estep 
Score: -25181990.000000 Penalty: 6011.751465
	Iteration 20F: 3 clusters Score -2.518199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 183240 members 
Entering Unmasked Estep 
Score: -25181982.000000 Penalty: 6011.751465
	Iteration 21Q: 3 clusters Score -2.518198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 183248 members 
Entering Unmasked Estep 
Score: -25181988.000000 Penalty: 6011.751465
	Iteration 22Q: 3 clusters Score -2.518199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 183250 members 
Entering Unmasked Estep 
Score: -25181984.000000 Penalty: 6011.751465
	Iteration 23Q: 3 clusters Score -2.518198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 183251 members 
Entering Unmasked Estep 
Score: -25181990.000000 Penalty: 6011.751465
	Iteration 24Q: 3 clusters Score -2.518199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 183253 members 
Entering Unmasked Estep 
Score: -25181990.000000 Penalty: 6011.751465
	Iteration 25Q: 3 clusters Score -2.518199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 183255 members 
Entering Unmasked Estep 
Score: -25182000.000000 Penalty: 6011.751465
	Iteration 26Q: 3 clusters Score -2.5182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 183257 members 
Entering Unmasked Estep 
Score: -25182006.000000 Penalty: 6011.751465
	Iteration 27Q: 3 clusters Score -2.518201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 183257 members 
Entering Unmasked Estep 
Score: -25182022.000000 Penalty: 6011.751465
	Iteration 28Q: 3 clusters Score -2.518202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 183259 members 
Entering Unmasked Estep 
Score: -25182018.000000 Penalty: 6011.751465
	Iteration 29Q: 3 clusters Score -2.518202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 183262 members 
Entering Unmasked Estep 
Score: -25182018.000000 Penalty: 6011.751465
	Iteration 30Q: 3 clusters Score -2.518202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 183267 members 
Entering Unmasked Estep 
Score: -25182022.000000 Penalty: 6011.751465
	Iteration 31Q: 3 clusters Score -2.518202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 183270 members 
Entering Unmasked Estep 
Score: -25182016.000000 Penalty: 6011.751465
	Iteration 32Q: 3 clusters Score -2.518202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 183272 members 
Entering Unmasked Estep 
Score: -25182040.000000 Penalty: 6011.751465
	Iteration 33Q: 3 clusters Score -2.518204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 183273 members 
Entering Unmasked Estep 
Score: -25182050.000000 Penalty: 6011.751465
	Iteration 34Q: 3 clusters Score -2.518205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 183274 members 
Entering Unmasked Estep 
Score: -25182054.000000 Penalty: 6011.751465
	Iteration 35Q: 3 clusters Score -2.518205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 183275 members 
Entering Unmasked Estep 
Score: -25182056.000000 Penalty: 6011.751465
	Iteration 36Q: 3 clusters Score -2.518206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 183276 members 
Entering Unmasked Estep 
Score: -25182050.000000 Penalty: 6011.751465
	Iteration 37Q: 3 clusters Score -2.518205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 183276 members 
Entering Unmasked Estep 
Score: -25182050.000000 Penalty: 6011.751465
	Iteration 38F: 3 clusters Score -2.518205e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -123003.257812 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -123003.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -121088.726562 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -121088.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -121371.445312 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -121371.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -121446.390625 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -121446.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -121487.539062 Penalty: 3408.061279
	Iteration 3Q: 3 clusters Score -121487.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -121509.867188 Penalty: 3408.061279
	Iteration 4Q: 3 clusters Score -121509.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -121524.171875 Penalty: 3408.061279
	Iteration 5Q: 3 clusters Score -121524.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -121538.156250 Penalty: 3408.061279
	Iteration 6Q: 3 clusters Score -121538.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -121543.914062 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -121543.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -121547.789062 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -121547.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -121554.156250 Penalty: 3408.061279
	Iteration 9Q: 3 clusters Score -121554.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -121557.828125 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -121557.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -121564.484375 Penalty: 3408.061279
	Iteration 11Q: 3 clusters Score -121564.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -121568.234375 Penalty: 3408.061279
	Iteration 12Q: 3 clusters Score -121568.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -121568.890625 Penalty: 3408.061279
	Iteration 13Q: 3 clusters Score -121568.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -121568.890625 Penalty: 3408.061279
	Iteration 14F: 3 clusters Score -121568.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (75382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75382 members 
Entering Unmasked Estep 
Score: -10406072.000000 Penalty: 2785.120361
	Iteration 0F: 2 clusters Score -1.040607e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -10355614.000000 Penalty: 5570.240723
	Iteration 0F: 3 clusters Score -1.035561e+07 nChanged 35319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -10375906.000000 Penalty: 5570.240723
	Iteration 1F: 3 clusters Score -1.037591e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -10376686.000000 Penalty: 5570.240723
	Iteration 2Q: 3 clusters Score -1.037669e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -10377738.000000 Penalty: 5570.240723
	Iteration 3Q: 3 clusters Score -1.037774e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -10379331.000000 Penalty: 5570.240723
	Iteration 4Q: 3 clusters Score -1.037933e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -10381720.000000 Penalty: 5570.240723
	Iteration 5F: 3 clusters Score -1.038172e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52947 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -10385003.000000 Penalty: 5570.240723
	Iteration 6F: 3 clusters Score -1.0385e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -10389082.000000 Penalty: 5570.240723
	Iteration 7F: 3 clusters Score -1.038908e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -10393274.000000 Penalty: 5570.240723
	Iteration 8F: 3 clusters Score -1.039327e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66855 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -10396856.000000 Penalty: 5570.240723
	Iteration 9F: 3 clusters Score -1.039686e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70097 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -10399648.000000 Penalty: 5570.240723
	Iteration 10Q: 3 clusters Score -1.039965e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72271 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -10401516.000000 Penalty: 5570.240723
	Iteration 11Q: 3 clusters Score -1.040152e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73488 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -10402511.000000 Penalty: 5570.240723
	Iteration 12Q: 3 clusters Score -1.040251e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74103 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -10403015.000000 Penalty: 5570.240723
	Iteration 13Q: 3 clusters Score -1.040302e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74442 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -10403264.000000 Penalty: 5570.240723
	Iteration 14Q: 3 clusters Score -1.040326e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74625 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -10403385.000000 Penalty: 5570.240723
	Iteration 15Q: 3 clusters Score -1.040338e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74722 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -10403453.000000 Penalty: 5570.240723
	Iteration 16Q: 3 clusters Score -1.040345e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74790 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10403492.000000 Penalty: 5570.240723
	Iteration 17Q: 3 clusters Score -1.040349e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74830 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -10403536.000000 Penalty: 5570.240723
	Iteration 18Q: 3 clusters Score -1.040354e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -10403565.000000 Penalty: 5570.240723
	Iteration 19Q: 3 clusters Score -1.040356e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74872 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10403593.000000 Penalty: 5570.240723
	Iteration 20F: 3 clusters Score -1.040359e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74892 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10403608.000000 Penalty: 5570.240723
	Iteration 21Q: 3 clusters Score -1.040361e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74900 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10403608.000000 Penalty: 5570.240723
	Iteration 22Q: 3 clusters Score -1.040361e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74914 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -10403625.000000 Penalty: 5570.240723
	Iteration 23Q: 3 clusters Score -1.040362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74922 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -10403635.000000 Penalty: 5570.240723
	Iteration 24Q: 3 clusters Score -1.040364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -10403631.000000 Penalty: 5570.240723
	Iteration 25Q: 3 clusters Score -1.040363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74930 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -10403640.000000 Penalty: 5570.240723
	Iteration 26Q: 3 clusters Score -1.040364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74931 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -10403641.000000 Penalty: 5570.240723
	Iteration 27Q: 3 clusters Score -1.040364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -10403648.000000 Penalty: 5570.240723
	Iteration 28Q: 3 clusters Score -1.040365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74934 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -10403648.000000 Penalty: 5570.240723
	Iteration 29Q: 3 clusters Score -1.040365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74934 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -10403648.000000 Penalty: 5570.240723
	Iteration 30F: 3 clusters Score -1.040365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70740 members 
Mstep: Class 4 contains 4375 members 
Mstep: Class 8 contains 57569 members 
Mstep: Class 9 contains 13924 members 
Mstep: Class 10 contains 162010 members 
Mstep: Class 11 contains 18896 members 
Mstep: Class 12 contains 151225 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38053 members 
Mstep: Class 17 contains 24572 members 
Mstep: Class 18 contains 54583 members 
Mstep: Class 19 contains 183591 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104888.000000 Penalty: 54213.273438
Iteration 399Q: 17 clusters Score -1.161049e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70731 members 
Mstep: Class 4 contains 4376 members 
Mstep: Class 8 contains 57570 members 
Mstep: Class 9 contains 13922 members 
Mstep: Class 10 contains 162002 members 
Mstep: Class 11 contains 18900 members 
Mstep: Class 12 contains 151220 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38055 members 
Mstep: Class 17 contains 24574 members 
Mstep: Class 18 contains 54587 members 
Mstep: Class 19 contains 183589 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104872.000000 Penalty: 54213.273438
Iteration 400F: 17 clusters Score -1.161049e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70715 members 
Mstep: Class 4 contains 4377 members 
Mstep: Class 8 contains 57572 members 
Mstep: Class 9 contains 13921 members 
Mstep: Class 10 contains 162002 members 
Mstep: Class 11 contains 18895 members 
Mstep: Class 12 contains 151222 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38053 members 
Mstep: Class 17 contains 24576 members 
Mstep: Class 18 contains 54587 members 
Mstep: Class 19 contains 183590 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104816.000000 Penalty: 54213.273438
Iteration 401Q: 17 clusters Score -1.161048e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70693 members 
Mstep: Class 4 contains 4378 members 
Mstep: Class 8 contains 57575 members 
Mstep: Class 9 contains 13918 members 
Mstep: Class 10 contains 162001 members 
Mstep: Class 11 contains 18890 members 
Mstep: Class 12 contains 151221 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38051 members 
Mstep: Class 17 contains 24575 members 
Mstep: Class 18 contains 54588 members 
Mstep: Class 19 contains 183611 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104800.000000 Penalty: 54213.273438
Iteration 402Q: 17 clusters Score -1.161048e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70669 members 
Mstep: Class 4 contains 4380 members 
Mstep: Class 8 contains 57576 members 
Mstep: Class 9 contains 13917 members 
Mstep: Class 10 contains 161997 members 
Mstep: Class 11 contains 18884 members 
Mstep: Class 12 contains 151229 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38053 members 
Mstep: Class 17 contains 24575 members 
Mstep: Class 18 contains 54593 members 
Mstep: Class 19 contains 183624 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104888.000000 Penalty: 54213.273438
Iteration 403Q: 17 clusters Score -1.161049e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70656 members 
Mstep: Class 4 contains 4382 members 
Mstep: Class 8 contains 57572 members 
Mstep: Class 9 contains 13914 members 
Mstep: Class 10 contains 161989 members 
Mstep: Class 11 contains 18884 members 
Mstep: Class 12 contains 151232 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38052 members 
Mstep: Class 17 contains 24568 members 
Mstep: Class 18 contains 54591 members 
Mstep: Class 19 contains 183653 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104904.000000 Penalty: 54213.273438
Iteration 404Q: 17 clusters Score -1.161049e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70636 members 
Mstep: Class 4 contains 4383 members 
Mstep: Class 8 contains 57573 members 
Mstep: Class 9 contains 13914 members 
Mstep: Class 10 contains 161978 members 
Mstep: Class 11 contains 18883 members 
Mstep: Class 12 contains 151229 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38050 members 
Mstep: Class 17 contains 24564 members 
Mstep: Class 18 contains 54597 members 
Mstep: Class 19 contains 183684 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104808.000000 Penalty: 54213.273438
Iteration 405Q: 17 clusters Score -1.161048e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70613 members 
Mstep: Class 4 contains 4386 members 
Mstep: Class 8 contains 57573 members 
Mstep: Class 9 contains 13915 members 
Mstep: Class 10 contains 161972 members 
Mstep: Class 11 contains 18880 members 
Mstep: Class 12 contains 151209 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38047 members 
Mstep: Class 17 contains 24562 members 
Mstep: Class 18 contains 54602 members 
Mstep: Class 19 contains 183728 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104840.000000 Penalty: 54213.273438
Iteration 406Q: 17 clusters Score -1.161048e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70587 members 
Mstep: Class 4 contains 4388 members 
Mstep: Class 8 contains 57567 members 
Mstep: Class 9 contains 13914 members 
Mstep: Class 10 contains 161960 members 
Mstep: Class 11 contains 18877 members 
Mstep: Class 12 contains 151211 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38042 members 
Mstep: Class 17 contains 24561 members 
Mstep: Class 18 contains 54603 members 
Mstep: Class 19 contains 183775 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104992.000000 Penalty: 54213.273438
Iteration 407Q: 17 clusters Score -1.16105e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70562 members 
Mstep: Class 4 contains 4388 members 
Mstep: Class 8 contains 57565 members 
Mstep: Class 9 contains 13912 members 
Mstep: Class 10 contains 161943 members 
Mstep: Class 11 contains 18878 members 
Mstep: Class 12 contains 151212 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38036 members 
Mstep: Class 17 contains 24563 members 
Mstep: Class 18 contains 54606 members 
Mstep: Class 19 contains 183817 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104968.000000 Penalty: 54213.273438
Iteration 408Q: 17 clusters Score -1.16105e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70547 members 
Mstep: Class 4 contains 4389 members 
Mstep: Class 8 contains 57562 members 
Mstep: Class 9 contains 13913 members 
Mstep: Class 10 contains 161927 members 
Mstep: Class 11 contains 18882 members 
Mstep: Class 12 contains 151207 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38030 members 
Mstep: Class 17 contains 24565 members 
Mstep: Class 18 contains 54606 members 
Mstep: Class 19 contains 183851 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104896.000000 Penalty: 54213.273438
Iteration 409Q: 17 clusters Score -1.161049e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70533 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 8 contains 57555 members 
Mstep: Class 9 contains 13912 members 
Mstep: Class 10 contains 161905 members 
Mstep: Class 11 contains 18884 members 
Mstep: Class 12 contains 151199 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38027 members 
Mstep: Class 17 contains 24566 members 
Mstep: Class 18 contains 54607 members 
Mstep: Class 19 contains 183894 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104760.000000 Penalty: 54213.273438
Iteration 410Q: 17 clusters Score -1.161048e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70513 members 
Mstep: Class 4 contains 4389 members 
Mstep: Class 8 contains 57561 members 
Mstep: Class 9 contains 13912 members 
Mstep: Class 10 contains 161897 members 
Mstep: Class 11 contains 18887 members 
Mstep: Class 12 contains 151194 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38019 members 
Mstep: Class 17 contains 24563 members 
Mstep: Class 18 contains 54612 members 
Mstep: Class 19 contains 183918 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104736.000000 Penalty: 54213.273438
Iteration 411Q: 17 clusters Score -1.161047e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70494 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 8 contains 57559 members 
Mstep: Class 9 contains 13911 members 
Mstep: Class 10 contains 161901 members 
Mstep: Class 11 contains 18891 members 
Mstep: Class 12 contains 151197 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38015 members 
Mstep: Class 17 contains 24561 members 
Mstep: Class 18 contains 54610 members 
Mstep: Class 19 contains 183932 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104800.000000 Penalty: 54213.273438
Iteration 412Q: 17 clusters Score -1.161048e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70477 members 
Mstep: Class 4 contains 4393 members 
Mstep: Class 8 contains 57556 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 161898 members 
Mstep: Class 11 contains 18897 members 
Mstep: Class 12 contains 151203 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 38005 members 
Mstep: Class 17 contains 24561 members 
Mstep: Class 18 contains 54617 members 
Mstep: Class 19 contains 183941 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104760.000000 Penalty: 54213.273438
Iteration 413Q: 17 clusters Score -1.161048e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70460 members 
Mstep: Class 4 contains 4394 members 
Mstep: Class 8 contains 57556 members 
Mstep: Class 9 contains 13903 members 
Mstep: Class 10 contains 161895 members 
Mstep: Class 11 contains 18897 members 
Mstep: Class 12 contains 151205 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37994 members 
Mstep: Class 17 contains 24562 members 
Mstep: Class 18 contains 54625 members 
Mstep: Class 19 contains 183959 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104824.000000 Penalty: 54213.273438
Iteration 414Q: 17 clusters Score -1.161048e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70447 members 
Mstep: Class 4 contains 4395 members 
Mstep: Class 8 contains 57556 members 
Mstep: Class 9 contains 13901 members 
Mstep: Class 10 contains 161893 members 
Mstep: Class 11 contains 18896 members 
Mstep: Class 12 contains 151204 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37993 members 
Mstep: Class 17 contains 24565 members 
Mstep: Class 18 contains 54628 members 
Mstep: Class 19 contains 183961 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104736.000000 Penalty: 54213.273438
Iteration 415Q: 17 clusters Score -1.161047e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70437 members 
Mstep: Class 4 contains 4395 members 
Mstep: Class 8 contains 57559 members 
Mstep: Class 9 contains 13902 members 
Mstep: Class 10 contains 161896 members 
Mstep: Class 11 contains 18898 members 
Mstep: Class 12 contains 151190 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37993 members 
Mstep: Class 17 contains 24562 members 
Mstep: Class 18 contains 54627 members 
Mstep: Class 19 contains 183977 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104768.000000 Penalty: 54213.273438
Iteration 416Q: 17 clusters Score -1.161048e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70418 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 8 contains 57560 members 
Mstep: Class 9 contains 13903 members 
Mstep: Class 10 contains 161890 members 
Mstep: Class 11 contains 18901 members 
Mstep: Class 12 contains 151177 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37990 members 
Mstep: Class 17 contains 24561 members 
Mstep: Class 18 contains 54627 members 
Mstep: Class 19 contains 184013 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104672.000000 Penalty: 54213.273438
Iteration 417Q: 17 clusters Score -1.161047e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70406 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 8 contains 57564 members 
Mstep: Class 9 contains 13903 members 
Mstep: Class 10 contains 161874 members 
Mstep: Class 11 contains 18905 members 
Mstep: Class 12 contains 151169 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37992 members 
Mstep: Class 17 contains 24557 members 
Mstep: Class 18 contains 54631 members 
Mstep: Class 19 contains 184038 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104728.000000 Penalty: 54213.273438
Iteration 418Q: 17 clusters Score -1.161047e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70395 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 8 contains 57570 members 
Mstep: Class 9 contains 13903 members 
Mstep: Class 10 contains 161860 members 
Mstep: Class 11 contains 18909 members 
Mstep: Class 12 contains 151160 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37995 members 
Mstep: Class 17 contains 24558 members 
Mstep: Class 18 contains 54629 members 
Mstep: Class 19 contains 184057 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104776.000000 Penalty: 54213.273438
Iteration 419Q: 17 clusters Score -1.161048e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70381 members 
Mstep: Class 4 contains 4397 members 
Mstep: Class 8 contains 57565 members 
Mstep: Class 9 contains 13901 members 
Mstep: Class 10 contains 161862 members 
Mstep: Class 11 contains 18910 members 
Mstep: Class 12 contains 151156 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37994 members 
Mstep: Class 17 contains 24559 members 
Mstep: Class 18 contains 54629 members 
Mstep: Class 19 contains 184079 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104776.000000 Penalty: 54213.273438
Iteration 420F: 17 clusters Score -1.161048e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70366 members 
Mstep: Class 4 contains 4398 members 
Mstep: Class 8 contains 57563 members 
Mstep: Class 9 contains 13900 members 
Mstep: Class 10 contains 161867 members 
Mstep: Class 11 contains 18910 members 
Mstep: Class 12 contains 151147 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37993 members 
Mstep: Class 17 contains 24557 members 
Mstep: Class 18 contains 54632 members 
Mstep: Class 19 contains 184096 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104720.000000 Penalty: 54213.273438
Iteration 421Q: 17 clusters Score -1.161047e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70351 members 
Mstep: Class 4 contains 4398 members 
Mstep: Class 8 contains 57564 members 
Mstep: Class 9 contains 13897 members 
Mstep: Class 10 contains 161865 members 
Mstep: Class 11 contains 18908 members 
Mstep: Class 12 contains 151153 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37990 members 
Mstep: Class 17 contains 24558 members 
Mstep: Class 18 contains 54632 members 
Mstep: Class 19 contains 184111 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104752.000000 Penalty: 54213.273438
Iteration 422Q: 17 clusters Score -1.161048e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70343 members 
Mstep: Class 4 contains 4398 members 
Mstep: Class 8 contains 57564 members 
Mstep: Class 9 contains 13896 members 
Mstep: Class 10 contains 161865 members 
Mstep: Class 11 contains 18905 members 
Mstep: Class 12 contains 151151 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37986 members 
Mstep: Class 17 contains 24559 members 
Mstep: Class 18 contains 54628 members 
Mstep: Class 19 contains 184128 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104720.000000 Penalty: 54213.273438
Iteration 423Q: 17 clusters Score -1.161047e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70337 members 
Mstep: Class 4 contains 4399 members 
Mstep: Class 8 contains 57562 members 
Mstep: Class 9 contains 13897 members 
Mstep: Class 10 contains 161854 members 
Mstep: Class 11 contains 18905 members 
Mstep: Class 12 contains 151143 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37981 members 
Mstep: Class 17 contains 24559 members 
Mstep: Class 18 contains 54630 members 
Mstep: Class 19 contains 184154 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104760.000000 Penalty: 54213.273438
Iteration 424Q: 17 clusters Score -1.161048e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70332 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 8 contains 57565 members 
Mstep: Class 9 contains 13899 members 
Mstep: Class 10 contains 161846 members 
Mstep: Class 11 contains 18907 members 
Mstep: Class 12 contains 151148 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24558 members 
Mstep: Class 18 contains 54627 members 
Mstep: Class 19 contains 184161 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104768.000000 Penalty: 54213.273438
Iteration 425Q: 17 clusters Score -1.161048e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70322 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 8 contains 57571 members 
Mstep: Class 9 contains 13901 members 
Mstep: Class 10 contains 161831 members 
Mstep: Class 11 contains 18909 members 
Mstep: Class 12 contains 151150 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24555 members 
Mstep: Class 18 contains 54624 members 
Mstep: Class 19 contains 184174 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104840.000000 Penalty: 54213.273438
Iteration 426Q: 17 clusters Score -1.161048e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70315 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 8 contains 57575 members 
Mstep: Class 9 contains 13904 members 
Mstep: Class 10 contains 161823 members 
Mstep: Class 11 contains 18910 members 
Mstep: Class 12 contains 151153 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37977 members 
Mstep: Class 17 contains 24555 members 
Mstep: Class 18 contains 54623 members 
Mstep: Class 19 contains 184178 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104792.000000 Penalty: 54213.273438
Iteration 427Q: 17 clusters Score -1.161048e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70308 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 8 contains 57573 members 
Mstep: Class 9 contains 13904 members 
Mstep: Class 10 contains 161808 members 
Mstep: Class 11 contains 18913 members 
Mstep: Class 12 contains 151160 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37977 members 
Mstep: Class 17 contains 24555 members 
Mstep: Class 18 contains 54620 members 
Mstep: Class 19 contains 184187 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104792.000000 Penalty: 54213.273438
Iteration 428Q: 17 clusters Score -1.161048e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70302 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 8 contains 57574 members 
Mstep: Class 9 contains 13905 members 
Mstep: Class 10 contains 161799 members 
Mstep: Class 11 contains 18914 members 
Mstep: Class 12 contains 151170 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37974 members 
Mstep: Class 17 contains 24556 members 
Mstep: Class 18 contains 54618 members 
Mstep: Class 19 contains 184189 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104816.000000 Penalty: 54213.273438
Iteration 429Q: 17 clusters Score -1.161048e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70294 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 8 contains 57577 members 
Mstep: Class 9 contains 13905 members 
Mstep: Class 10 contains 161795 members 
Mstep: Class 11 contains 18915 members 
Mstep: Class 12 contains 151176 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37973 members 
Mstep: Class 17 contains 24557 members 
Mstep: Class 18 contains 54619 members 
Mstep: Class 19 contains 184190 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104760.000000 Penalty: 54213.273438
Iteration 430Q: 17 clusters Score -1.161048e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70291 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 8 contains 57583 members 
Mstep: Class 9 contains 13905 members 
Mstep: Class 10 contains 161785 members 
Mstep: Class 11 contains 18916 members 
Mstep: Class 12 contains 151180 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37971 members 
Mstep: Class 17 contains 24557 members 
Mstep: Class 18 contains 54620 members 
Mstep: Class 19 contains 184194 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104728.000000 Penalty: 54213.273438
Iteration 431Q: 17 clusters Score -1.161047e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70292 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 8 contains 57592 members 
Mstep: Class 9 contains 13905 members 
Mstep: Class 10 contains 161781 members 
Mstep: Class 11 contains 18917 members 
Mstep: Class 12 contains 151184 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37970 members 
Mstep: Class 17 contains 24555 members 
Mstep: Class 18 contains 54622 members 
Mstep: Class 19 contains 184187 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104704.000000 Penalty: 54213.273438
Iteration 432Q: 17 clusters Score -1.161047e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70287 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 8 contains 57596 members 
Mstep: Class 9 contains 13905 members 
Mstep: Class 10 contains 161787 members 
Mstep: Class 11 contains 18915 members 
Mstep: Class 12 contains 151175 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37969 members 
Mstep: Class 17 contains 24557 members 
Mstep: Class 18 contains 54629 members 
Mstep: Class 19 contains 184187 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104624.000000 Penalty: 54213.273438
Iteration 433Q: 17 clusters Score -1.161046e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70286 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 8 contains 57600 members 
Mstep: Class 9 contains 13905 members 
Mstep: Class 10 contains 161792 members 
Mstep: Class 11 contains 18915 members 
Mstep: Class 12 contains 151176 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37970 members 
Mstep: Class 17 contains 24558 members 
Mstep: Class 18 contains 54628 members 
Mstep: Class 19 contains 184179 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104656.000000 Penalty: 54213.273438
Iteration 434Q: 17 clusters Score -1.161047e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70283 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 8 contains 57607 members 
Mstep: Class 9 contains 13904 members 
Mstep: Class 10 contains 161796 members 
Mstep: Class 11 contains 18916 members 
Mstep: Class 12 contains 151175 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37969 members 
Mstep: Class 17 contains 24559 members 
Mstep: Class 18 contains 54625 members 
Mstep: Class 19 contains 184175 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104640.000000 Penalty: 54213.273438
Iteration 435Q: 17 clusters Score -1.161046e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70275 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 8 contains 57610 members 
Mstep: Class 9 contains 13903 members 
Mstep: Class 10 contains 161791 members 
Mstep: Class 11 contains 18918 members 
Mstep: Class 12 contains 151181 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37970 members 
Mstep: Class 17 contains 24561 members 
Mstep: Class 18 contains 54625 members 
Mstep: Class 19 contains 184175 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104696.000000 Penalty: 54213.273438
Iteration 436Q: 17 clusters Score -1.161047e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70265 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 8 contains 57616 members 
Mstep: Class 9 contains 13903 members 
Mstep: Class 10 contains 161790 members 
Mstep: Class 11 contains 18920 members 
Mstep: Class 12 contains 151187 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37970 members 
Mstep: Class 17 contains 24561 members 
Mstep: Class 18 contains 54627 members 
Mstep: Class 19 contains 184164 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104680.000000 Penalty: 54213.273438
Iteration 437Q: 17 clusters Score -1.161047e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70257 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 8 contains 57620 members 
Mstep: Class 9 contains 13901 members 
Mstep: Class 10 contains 161791 members 
Mstep: Class 11 contains 18919 members 
Mstep: Class 12 contains 151199 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37969 members 
Mstep: Class 17 contains 24564 members 
Mstep: Class 18 contains 54630 members 
Mstep: Class 19 contains 184149 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104664.000000 Penalty: 54213.273438
Iteration 438Q: 17 clusters Score -1.161047e+08 nChanged 95
Entering ConstructFrom: 
Score: -116104664.000000 Penalty: 54213.273438
Entering ConstructFrom: 
Trying to split cluster 1 (1217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Entering Unmasked Estep 
Score: -158945.312500 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -158945.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -156855.640625 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -156855.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -157168.687500 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -157168.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -157258.156250 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -157258.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -157310.359375 Penalty: 3523.655518
	Iteration 3Q: 3 clusters Score -157310.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -157331.203125 Penalty: 3523.655518
	Iteration 4Q: 3 clusters Score -157331.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -157346.906250 Penalty: 3523.655518
	Iteration 5Q: 3 clusters Score -157346.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -157357.781250 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -157357.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -157366.531250 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -157366.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -157370.359375 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -157370.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -157373.609375 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -157373.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -157374.187500 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -157374.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -157375.656250 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -157375.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -157375.656250 Penalty: 3523.655518
	Iteration 12F: 3 clusters Score -157375.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (70251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70251 members 
Entering Unmasked Estep 
Score: -9732618.000000 Penalty: 2767.637939
	Iteration 0F: 2 clusters Score -9732618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -9685674.000000 Penalty: 5535.275879
	Iteration 0F: 3 clusters Score -9685674 nChanged 32893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -9704035.000000 Penalty: 5535.275879
	Iteration 1F: 3 clusters Score -9704035 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -9704682.000000 Penalty: 5535.275879
	Iteration 2Q: 3 clusters Score -9704682 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -9705404.000000 Penalty: 5535.275879
	Iteration 3Q: 3 clusters Score -9705404 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -9706376.000000 Penalty: 5535.275879
	Iteration 4Q: 3 clusters Score -9706376 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -9707922.000000 Penalty: 5535.275879
	Iteration 5Q: 3 clusters Score -9707922 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -9710402.000000 Penalty: 5535.275879
	Iteration 6F: 3 clusters Score -9710402 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -9714309.000000 Penalty: 5535.275879
	Iteration 7F: 3 clusters Score -9714309 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 57882 members 
Entering Unmasked Estep 
Score: -9718833.000000 Penalty: 5535.275879
	Iteration 8F: 3 clusters Score -9718833 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 62733 members 
Entering Unmasked Estep 
Score: -9723349.000000 Penalty: 5535.275879
	Iteration 9F: 3 clusters Score -9723349 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 66307 members 
Entering Unmasked Estep 
Score: -9726760.000000 Penalty: 5535.275879
	Iteration 10F: 3 clusters Score -9726760 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 68279 members 
Entering Unmasked Estep 
Score: -9728570.000000 Penalty: 5535.275879
	Iteration 11Q: 3 clusters Score -9728570 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 69219 members 
Entering Unmasked Estep 
Score: -9729476.000000 Penalty: 5535.275879
	Iteration 12Q: 3 clusters Score -9729476 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 69617 members 
Entering Unmasked Estep 
Score: -9729843.000000 Penalty: 5535.275879
	Iteration 13Q: 3 clusters Score -9729843 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 69765 members 
Entering Unmasked Estep 
Score: -9729967.000000 Penalty: 5535.275879
	Iteration 14Q: 3 clusters Score -9729967 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 69838 members 
Entering Unmasked Estep 
Score: -9730034.000000 Penalty: 5535.275879
	Iteration 15Q: 3 clusters Score -9730034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 69871 members 
Entering Unmasked Estep 
Score: -9730069.000000 Penalty: 5535.275879
	Iteration 16Q: 3 clusters Score -9730069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 69889 members 
Entering Unmasked Estep 
Score: -9730098.000000 Penalty: 5535.275879
	Iteration 17Q: 3 clusters Score -9730098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 69905 members 
Entering Unmasked Estep 
Score: -9730110.000000 Penalty: 5535.275879
	Iteration 18Q: 3 clusters Score -9730110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 69914 members 
Entering Unmasked Estep 
Score: -9730123.000000 Penalty: 5535.275879
	Iteration 19Q: 3 clusters Score -9730123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 69916 members 
Entering Unmasked Estep 
Score: -9730130.000000 Penalty: 5535.275879
	Iteration 20F: 3 clusters Score -9730130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 69922 members 
Entering Unmasked Estep 
Score: -9730132.000000 Penalty: 5535.275879
	Iteration 21Q: 3 clusters Score -9730132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 69927 members 
Entering Unmasked Estep 
Score: -9730138.000000 Penalty: 5535.275879
	Iteration 22Q: 3 clusters Score -9730138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 69931 members 
Entering Unmasked Estep 
Score: -9730144.000000 Penalty: 5535.275879
	Iteration 23Q: 3 clusters Score -9730144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 69935 members 
Entering Unmasked Estep 
Score: -9730143.000000 Penalty: 5535.275879
	Iteration 24Q: 3 clusters Score -9730143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 69935 members 
Entering Unmasked Estep 
Score: -9730143.000000 Penalty: 5535.275879
	Iteration 25F: 3 clusters Score -9730143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Entering Unmasked Estep 
Score: -579517.687500 Penalty: 2080.561035
	Iteration 0F: 2 clusters Score -579517.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -575416.250000 Penalty: 4161.122070
	Iteration 0F: 3 clusters Score -575416.2 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -576468.937500 Penalty: 4161.122070
	Iteration 1F: 3 clusters Score -576468.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -576792.125000 Penalty: 4161.122070
	Iteration 2F: 3 clusters Score -576792.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -577008.937500 Penalty: 4161.122070
	Iteration 3F: 3 clusters Score -577008.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -577190.312500 Penalty: 4161.122070
	Iteration 4F: 3 clusters Score -577190.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -577329.437500 Penalty: 4161.122070
	Iteration 5Q: 3 clusters Score -577329.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -577465.500000 Penalty: 4161.122070
	Iteration 6Q: 3 clusters Score -577465.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -577580.062500 Penalty: 4161.122070
	Iteration 7Q: 3 clusters Score -577580.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -577663.062500 Penalty: 4161.122070
	Iteration 8Q: 3 clusters Score -577663.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -577721.437500 Penalty: 4161.122070
	Iteration 9Q: 3 clusters Score -577721.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -577773.187500 Penalty: 4161.122070
	Iteration 10Q: 3 clusters Score -577773.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -577825.062500 Penalty: 4161.122070
	Iteration 11Q: 3 clusters Score -577825.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -577876.500000 Penalty: 4161.122070
	Iteration 12Q: 3 clusters Score -577876.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -577918.500000 Penalty: 4161.122070
	Iteration 13Q: 3 clusters Score -577918.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -577947.500000 Penalty: 4161.122070
	Iteration 14Q: 3 clusters Score -577947.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -577974.375000 Penalty: 4161.122070
	Iteration 15Q: 3 clusters Score -577974.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -577992.687500 Penalty: 4161.122070
	Iteration 16Q: 3 clusters Score -577992.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -578007.750000 Penalty: 4161.122070
	Iteration 17Q: 3 clusters Score -578007.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -578018.000000 Penalty: 4161.122070
	Iteration 18Q: 3 clusters Score -578018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -578029.875000 Penalty: 4161.122070
	Iteration 19Q: 3 clusters Score -578029.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -578038.625000 Penalty: 4161.122070
	Iteration 20F: 3 clusters Score -578038.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -578042.625000 Penalty: 4161.122070
	Iteration 21Q: 3 clusters Score -578042.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -578045.375000 Penalty: 4161.122070
	Iteration 22Q: 3 clusters Score -578045.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -578046.937500 Penalty: 4161.122070
	Iteration 23Q: 3 clusters Score -578046.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -578051.750000 Penalty: 4161.122070
	Iteration 24Q: 3 clusters Score -578051.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -578056.750000 Penalty: 4161.122070
	Iteration 25Q: 3 clusters Score -578056.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -578060.812500 Penalty: 4161.122070
	Iteration 26Q: 3 clusters Score -578060.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -578062.937500 Penalty: 4161.122070
	Iteration 27Q: 3 clusters Score -578062.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -578065.187500 Penalty: 4161.122070
	Iteration 28Q: 3 clusters Score -578065.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -578069.500000 Penalty: 4161.122070
	Iteration 29Q: 3 clusters Score -578069.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -578071.937500 Penalty: 4161.122070
	Iteration 30Q: 3 clusters Score -578071.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -578075.937500 Penalty: 4161.122070
	Iteration 31Q: 3 clusters Score -578075.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -578077.312500 Penalty: 4161.122070
	Iteration 32Q: 3 clusters Score -578077.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -578078.562500 Penalty: 4161.122070
	Iteration 33Q: 3 clusters Score -578078.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -578079.875000 Penalty: 4161.122070
	Iteration 34Q: 3 clusters Score -578079.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -578079.437500 Penalty: 4161.122070
	Iteration 35Q: 3 clusters Score -578079.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -578079.437500 Penalty: 4161.122070
	Iteration 36F: 3 clusters Score -578079.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (57621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57621 members 
Entering Unmasked Estep 
Score: -7747512.000000 Penalty: 2718.487305
	Iteration 0F: 2 clusters Score -7747512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -7708774.500000 Penalty: 5436.974609
	Iteration 0F: 3 clusters Score -7708774 nChanged 26910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -7723696.000000 Penalty: 5436.974609
	Iteration 1F: 3 clusters Score -7723696 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -7724280.500000 Penalty: 5436.974609
	Iteration 2Q: 3 clusters Score -7724280 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -7724884.500000 Penalty: 5436.974609
	Iteration 3Q: 3 clusters Score -7724884 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -7725520.000000 Penalty: 5436.974609
	Iteration 4Q: 3 clusters Score -7725520 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -7726342.500000 Penalty: 5436.974609
	Iteration 5Q: 3 clusters Score -7726342 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -7727381.000000 Penalty: 5436.974609
	Iteration 6Q: 3 clusters Score -7727381 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -7729001.500000 Penalty: 5436.974609
	Iteration 7Q: 3 clusters Score -7729002 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -7731306.500000 Penalty: 5436.974609
	Iteration 8F: 3 clusters Score -7731306 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -7733568.500000 Penalty: 5436.974609
	Iteration 9F: 3 clusters Score -7733568 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -7735273.500000 Penalty: 5436.974609
	Iteration 10F: 3 clusters Score -7735274 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -7736232.500000 Penalty: 5436.974609
	Iteration 11Q: 3 clusters Score -7736232 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -7736893.000000 Penalty: 5436.974609
	Iteration 12Q: 3 clusters Score -7736893 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -7737509.500000 Penalty: 5436.974609
	Iteration 13Q: 3 clusters Score -7737510 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -7738137.000000 Penalty: 5436.974609
	Iteration 14Q: 3 clusters Score -7738137 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -7738792.000000 Penalty: 5436.974609
	Iteration 15Q: 3 clusters Score -7738792 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -7739477.000000 Penalty: 5436.974609
	Iteration 16Q: 3 clusters Score -7739477 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -7740149.000000 Penalty: 5436.974609
	Iteration 17Q: 3 clusters Score -7740149 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -7740854.500000 Penalty: 5436.974609
	Iteration 18Q: 3 clusters Score -7740854 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -7741508.000000 Penalty: 5436.974609
	Iteration 19Q: 3 clusters Score -7741508 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -7742106.500000 Penalty: 5436.974609
	Iteration 20F: 3 clusters Score -7742106 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -7742586.500000 Penalty: 5436.974609
	Iteration 21Q: 3 clusters Score -7742586 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -7743075.000000 Penalty: 5436.974609
	Iteration 22Q: 3 clusters Score -7743075 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -7743399.000000 Penalty: 5436.974609
	Iteration 23Q: 3 clusters Score -7743399 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -7743711.000000 Penalty: 5436.974609
	Iteration 24Q: 3 clusters Score -7743711 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -7743977.000000 Penalty: 5436.974609
	Iteration 25Q: 3 clusters Score -7743977 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -7744188.500000 Penalty: 5436.974609
	Iteration 26Q: 3 clusters Score -7744188 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -7744354.500000 Penalty: 5436.974609
	Iteration 27Q: 3 clusters Score -7744354 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -7744482.500000 Penalty: 5436.974609
	Iteration 28Q: 3 clusters Score -7744482 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -7744574.500000 Penalty: 5436.974609
	Iteration 29Q: 3 clusters Score -7744574 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51272 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -7744709.500000 Penalty: 5436.974609
	Iteration 30Q: 3 clusters Score -7744710 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51572 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -7744759.000000 Penalty: 5436.974609
	Iteration 31Q: 3 clusters Score -7744759 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -7744815.000000 Penalty: 5436.974609
	Iteration 32Q: 3 clusters Score -7744815 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52068 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -7744874.000000 Penalty: 5436.974609
	Iteration 33Q: 3 clusters Score -7744874 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -7744919.500000 Penalty: 5436.974609
	Iteration 34Q: 3 clusters Score -7744920 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -7744949.000000 Penalty: 5436.974609
	Iteration 35Q: 3 clusters Score -7744949 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -7744980.500000 Penalty: 5436.974609
	Iteration 36Q: 3 clusters Score -7744980 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -7745009.000000 Penalty: 5436.974609
	Iteration 37Q: 3 clusters Score -7745009 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52829 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -7745031.500000 Penalty: 5436.974609
	Iteration 38Q: 3 clusters Score -7745032 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52952 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -7745057.500000 Penalty: 5436.974609
	Iteration 39Q: 3 clusters Score -7745058 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -7745067.000000 Penalty: 5436.974609
	Iteration 40F: 3 clusters Score -7745067 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -7745102.000000 Penalty: 5436.974609
	Iteration 41Q: 3 clusters Score -7745102 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -7745115.000000 Penalty: 5436.974609
	Iteration 42Q: 3 clusters Score -7745115 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -7745160.500000 Penalty: 5436.974609
	Iteration 43Q: 3 clusters Score -7745160 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -7745172.000000 Penalty: 5436.974609
	Iteration 44Q: 3 clusters Score -7745172 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53540 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -7745180.500000 Penalty: 5436.974609
	Iteration 45Q: 3 clusters Score -7745180 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -7745193.500000 Penalty: 5436.974609
	Iteration 46Q: 3 clusters Score -7745194 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -7745197.000000 Penalty: 5436.974609
	Iteration 47Q: 3 clusters Score -7745197 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -7745227.500000 Penalty: 5436.974609
	Iteration 48Q: 3 clusters Score -7745228 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -7745247.000000 Penalty: 5436.974609
	Iteration 49Q: 3 clusters Score -7745247 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -7745256.000000 Penalty: 5436.974609
	Iteration 50Q: 3 clusters Score -7745256 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53972 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -7745267.500000 Penalty: 5436.974609
	Iteration 51Q: 3 clusters Score -7745268 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -7745315.500000 Penalty: 5436.974609
	Iteration 52Q: 3 clusters Score -7745316 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -7745338.000000 Penalty: 5436.974609
	Iteration 53Q: 3 clusters Score -7745338 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -7745361.500000 Penalty: 5436.974609
	Iteration 54Q: 3 clusters Score -7745362 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -7745390.500000 Penalty: 5436.974609
	Iteration 55Q: 3 clusters Score -7745390 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -7745391.000000 Penalty: 5436.974609
	Iteration 56Q: 3 clusters Score -7745391 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -7745415.000000 Penalty: 5436.974609
	Iteration 57Q: 3 clusters Score -7745415 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -7745436.000000 Penalty: 5436.974609
	Iteration 58Q: 3 clusters Score -7745436 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54529 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -7745443.500000 Penalty: 5436.974609
	Iteration 59Q: 3 clusters Score -7745444 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -7745459.000000 Penalty: 5436.974609
	Iteration 60F: 3 clusters Score -7745459 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -7745471.000000 Penalty: 5436.974609
	Iteration 61Q: 3 clusters Score -7745471 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -7745486.000000 Penalty: 5436.974609
	Iteration 62Q: 3 clusters Score -7745486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -7745499.500000 Penalty: 5436.974609
	Iteration 63Q: 3 clusters Score -7745500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54729 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -7745506.500000 Penalty: 5436.974609
	Iteration 64Q: 3 clusters Score -7745506 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -7745517.000000 Penalty: 5436.974609
	Iteration 65Q: 3 clusters Score -7745517 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -7745531.500000 Penalty: 5436.974609
	Iteration 66Q: 3 clusters Score -7745532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54839 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -7745530.500000 Penalty: 5436.974609
	Iteration 67Q: 3 clusters Score -7745530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -7745547.000000 Penalty: 5436.974609
	Iteration 68Q: 3 clusters Score -7745547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -7745546.000000 Penalty: 5436.974609
	Iteration 69Q: 3 clusters Score -7745546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -7745561.500000 Penalty: 5436.974609
	Iteration 70Q: 3 clusters Score -7745562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -7745575.000000 Penalty: 5436.974609
	Iteration 71Q: 3 clusters Score -7745575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -7745568.500000 Penalty: 5436.974609
	Iteration 72Q: 3 clusters Score -7745568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54988 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -7745572.500000 Penalty: 5436.974609
	Iteration 73Q: 3 clusters Score -7745572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55009 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -7745575.500000 Penalty: 5436.974609
	Iteration 74Q: 3 clusters Score -7745576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -7745564.000000 Penalty: 5436.974609
	Iteration 75Q: 3 clusters Score -7745564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55041 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -7745567.000000 Penalty: 5436.974609
	Iteration 76Q: 3 clusters Score -7745567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -7745565.500000 Penalty: 5436.974609
	Iteration 77Q: 3 clusters Score -7745566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -7745579.500000 Penalty: 5436.974609
	Iteration 78Q: 3 clusters Score -7745580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -7745582.000000 Penalty: 5436.974609
	Iteration 79Q: 3 clusters Score -7745582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55107 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -7745595.500000 Penalty: 5436.974609
	Iteration 80F: 3 clusters Score -7745596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55122 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -7745588.500000 Penalty: 5436.974609
	Iteration 81Q: 3 clusters Score -7745588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -7745594.000000 Penalty: 5436.974609
	Iteration 82Q: 3 clusters Score -7745594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55135 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -7745602.500000 Penalty: 5436.974609
	Iteration 83Q: 3 clusters Score -7745602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -7745599.000000 Penalty: 5436.974609
	Iteration 84Q: 3 clusters Score -7745599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -7745597.500000 Penalty: 5436.974609
	Iteration 85Q: 3 clusters Score -7745598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55153 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -7745605.500000 Penalty: 5436.974609
	Iteration 86Q: 3 clusters Score -7745606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -7745608.000000 Penalty: 5436.974609
	Iteration 87Q: 3 clusters Score -7745608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -7745608.500000 Penalty: 5436.974609
	Iteration 88Q: 3 clusters Score -7745608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7745601.500000 Penalty: 5436.974609
	Iteration 89Q: 3 clusters Score -7745602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55178 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -7745609.500000 Penalty: 5436.974609
	Iteration 90Q: 3 clusters Score -7745610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -7745618.500000 Penalty: 5436.974609
	Iteration 91Q: 3 clusters Score -7745618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -7745612.000000 Penalty: 5436.974609
	Iteration 92Q: 3 clusters Score -7745612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -7745617.000000 Penalty: 5436.974609
	Iteration 93Q: 3 clusters Score -7745617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -7745607.000000 Penalty: 5436.974609
	Iteration 94Q: 3 clusters Score -7745607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55196 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -7745597.000000 Penalty: 5436.974609
	Iteration 95Q: 3 clusters Score -7745597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -7745597.000000 Penalty: 5436.974609
	Iteration 96Q: 3 clusters Score -7745597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55201 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -7745605.500000 Penalty: 5436.974609
	Iteration 97Q: 3 clusters Score -7745606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -7745610.000000 Penalty: 5436.974609
	Iteration 98Q: 3 clusters Score -7745610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -7745610.000000 Penalty: 5436.974609
	Iteration 99F: 3 clusters Score -7745610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Entering Unmasked Estep 
Score: -1824526.125000 Penalty: 2365.867432
	Iteration 0F: 2 clusters Score -1824526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1814341.375000 Penalty: 4731.734863
	Iteration 0F: 3 clusters Score -1814341 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1817545.250000 Penalty: 4731.734863
	Iteration 1F: 3 clusters Score -1817545 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1817923.000000 Penalty: 4731.734863
	Iteration 2F: 3 clusters Score -1817923 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1818212.750000 Penalty: 4731.734863
	Iteration 3F: 3 clusters Score -1818213 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1818443.500000 Penalty: 4731.734863
	Iteration 4Q: 3 clusters Score -1818444 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1818647.875000 Penalty: 4731.734863
	Iteration 5Q: 3 clusters Score -1818648 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1818803.125000 Penalty: 4731.734863
	Iteration 6Q: 3 clusters Score -1818803 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1818942.500000 Penalty: 4731.734863
	Iteration 7Q: 3 clusters Score -1818942 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1819085.500000 Penalty: 4731.734863
	Iteration 8Q: 3 clusters Score -1819086 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1819202.125000 Penalty: 4731.734863
	Iteration 9Q: 3 clusters Score -1819202 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1819320.250000 Penalty: 4731.734863
	Iteration 10Q: 3 clusters Score -1819320 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1819416.250000 Penalty: 4731.734863
	Iteration 11Q: 3 clusters Score -1819416 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1819498.250000 Penalty: 4731.734863
	Iteration 12Q: 3 clusters Score -1819498 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1819580.250000 Penalty: 4731.734863
	Iteration 13Q: 3 clusters Score -1819580 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1819636.000000 Penalty: 4731.734863
	Iteration 14Q: 3 clusters Score -1819636 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1819705.750000 Penalty: 4731.734863
	Iteration 15Q: 3 clusters Score -1819706 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1819789.250000 Penalty: 4731.734863
	Iteration 16Q: 3 clusters Score -1819789 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1819880.000000 Penalty: 4731.734863
	Iteration 17Q: 3 clusters Score -1819880 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1819955.125000 Penalty: 4731.734863
	Iteration 18Q: 3 clusters Score -1819955 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1820019.875000 Penalty: 4731.734863
	Iteration 19Q: 3 clusters Score -1820020 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1820094.875000 Penalty: 4731.734863
	Iteration 20F: 3 clusters Score -1820095 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1820176.875000 Penalty: 4731.734863
	Iteration 21Q: 3 clusters Score -1820177 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1820278.000000 Penalty: 4731.734863
	Iteration 22Q: 3 clusters Score -1820278 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1820422.000000 Penalty: 4731.734863
	Iteration 23Q: 3 clusters Score -1820422 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1820586.000000 Penalty: 4731.734863
	Iteration 24Q: 3 clusters Score -1820586 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1820772.625000 Penalty: 4731.734863
	Iteration 25Q: 3 clusters Score -1820773 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1820981.625000 Penalty: 4731.734863
	Iteration 26Q: 3 clusters Score -1820982 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1821143.750000 Penalty: 4731.734863
	Iteration 27Q: 3 clusters Score -1821144 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1821271.375000 Penalty: 4731.734863
	Iteration 28Q: 3 clusters Score -1821271 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1821379.625000 Penalty: 4731.734863
	Iteration 29Q: 3 clusters Score -1821380 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1821496.125000 Penalty: 4731.734863
	Iteration 30Q: 3 clusters Score -1821496 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1821586.125000 Penalty: 4731.734863
	Iteration 31Q: 3 clusters Score -1821586 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1821663.750000 Penalty: 4731.734863
	Iteration 32Q: 3 clusters Score -1821664 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1821722.875000 Penalty: 4731.734863
	Iteration 33Q: 3 clusters Score -1821723 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1821774.125000 Penalty: 4731.734863
	Iteration 34Q: 3 clusters Score -1821774 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1821818.000000 Penalty: 4731.734863
	Iteration 35Q: 3 clusters Score -1821818 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1821875.875000 Penalty: 4731.734863
	Iteration 36Q: 3 clusters Score -1821876 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1821930.625000 Penalty: 4731.734863
	Iteration 37Q: 3 clusters Score -1821931 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1821977.375000 Penalty: 4731.734863
	Iteration 38Q: 3 clusters Score -1821977 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1822017.000000 Penalty: 4731.734863
	Iteration 39Q: 3 clusters Score -1822017 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1822050.750000 Penalty: 4731.734863
	Iteration 40F: 3 clusters Score -1822051 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1822070.750000 Penalty: 4731.734863
	Iteration 41Q: 3 clusters Score -1822071 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1822097.250000 Penalty: 4731.734863
	Iteration 42Q: 3 clusters Score -1822097 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1822121.750000 Penalty: 4731.734863
	Iteration 43Q: 3 clusters Score -1822122 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1822145.250000 Penalty: 4731.734863
	Iteration 44Q: 3 clusters Score -1822145 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1822161.500000 Penalty: 4731.734863
	Iteration 45Q: 3 clusters Score -1822162 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1822185.125000 Penalty: 4731.734863
	Iteration 46Q: 3 clusters Score -1822185 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1822208.750000 Penalty: 4731.734863
	Iteration 47Q: 3 clusters Score -1822209 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1822229.500000 Penalty: 4731.734863
	Iteration 48Q: 3 clusters Score -1822230 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1822252.250000 Penalty: 4731.734863
	Iteration 49Q: 3 clusters Score -1822252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1822265.750000 Penalty: 4731.734863
	Iteration 50Q: 3 clusters Score -1822266 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1822295.125000 Penalty: 4731.734863
	Iteration 51Q: 3 clusters Score -1822295 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1822311.125000 Penalty: 4731.734863
	Iteration 52Q: 3 clusters Score -1822311 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1822330.375000 Penalty: 4731.734863
	Iteration 53Q: 3 clusters Score -1822330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1822340.125000 Penalty: 4731.734863
	Iteration 54Q: 3 clusters Score -1822340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1822360.125000 Penalty: 4731.734863
	Iteration 55Q: 3 clusters Score -1822360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1822382.000000 Penalty: 4731.734863
	Iteration 56Q: 3 clusters Score -1822382 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1822403.750000 Penalty: 4731.734863
	Iteration 57Q: 3 clusters Score -1822404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1822418.125000 Penalty: 4731.734863
	Iteration 58Q: 3 clusters Score -1822418 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1822433.750000 Penalty: 4731.734863
	Iteration 59Q: 3 clusters Score -1822434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1822447.125000 Penalty: 4731.734863
	Iteration 60F: 3 clusters Score -1822447 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1822469.125000 Penalty: 4731.734863
	Iteration 61Q: 3 clusters Score -1822469 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1822480.500000 Penalty: 4731.734863
	Iteration 62Q: 3 clusters Score -1822480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1822500.000000 Penalty: 4731.734863
	Iteration 63Q: 3 clusters Score -1822500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1822509.875000 Penalty: 4731.734863
	Iteration 64Q: 3 clusters Score -1822510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1822521.500000 Penalty: 4731.734863
	Iteration 65Q: 3 clusters Score -1822522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1822531.875000 Penalty: 4731.734863
	Iteration 66Q: 3 clusters Score -1822532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1822539.875000 Penalty: 4731.734863
	Iteration 67Q: 3 clusters Score -1822540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1822546.875000 Penalty: 4731.734863
	Iteration 68Q: 3 clusters Score -1822547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1822554.375000 Penalty: 4731.734863
	Iteration 69Q: 3 clusters Score -1822554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1822562.750000 Penalty: 4731.734863
	Iteration 70Q: 3 clusters Score -1822563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1822571.750000 Penalty: 4731.734863
	Iteration 71Q: 3 clusters Score -1822572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1822578.875000 Penalty: 4731.734863
	Iteration 72Q: 3 clusters Score -1822579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1822590.125000 Penalty: 4731.734863
	Iteration 73Q: 3 clusters Score -1822590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1822592.750000 Penalty: 4731.734863
	Iteration 74Q: 3 clusters Score -1822593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1822600.125000 Penalty: 4731.734863
	Iteration 75Q: 3 clusters Score -1822600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1822598.750000 Penalty: 4731.734863
	Iteration 76Q: 3 clusters Score -1822599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1822601.625000 Penalty: 4731.734863
	Iteration 77Q: 3 clusters Score -1822602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1822601.625000 Penalty: 4731.734863
	Iteration 78F: 3 clusters Score -1822602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (161795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161795 members 
Entering Unmasked Estep 
Score: -22308548.000000 Penalty: 2974.533203
	Iteration 0F: 2 clusters Score -2.230855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80797 members 
Mstep: Class 2 contains 80998 members 
Entering Unmasked Estep 
Score: -22202418.000000 Penalty: 5949.066406
	Iteration 0F: 3 clusters Score -2.220242e+07 nChanged 77455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79264 members 
Mstep: Class 2 contains 82531 members 
Entering Unmasked Estep 
Score: -22246824.000000 Penalty: 5949.066406
	Iteration 1F: 3 clusters Score -2.224682e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78438 members 
Mstep: Class 2 contains 83357 members 
Entering Unmasked Estep 
Score: -22247576.000000 Penalty: 5949.066406
	Iteration 2Q: 3 clusters Score -2.224758e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77220 members 
Mstep: Class 2 contains 84575 members 
Entering Unmasked Estep 
Score: -22248312.000000 Penalty: 5949.066406
	Iteration 3Q: 3 clusters Score -2.224831e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75300 members 
Mstep: Class 2 contains 86495 members 
Entering Unmasked Estep 
Score: -22249446.000000 Penalty: 5949.066406
	Iteration 4Q: 3 clusters Score -2.224945e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72524 members 
Mstep: Class 2 contains 89271 members 
Entering Unmasked Estep 
Score: -22250728.000000 Penalty: 5949.066406
	Iteration 5Q: 3 clusters Score -2.225073e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68440 members 
Mstep: Class 2 contains 93355 members 
Entering Unmasked Estep 
Score: -22252640.000000 Penalty: 5949.066406
	Iteration 6Q: 3 clusters Score -2.225264e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 99210 members 
Entering Unmasked Estep 
Score: -22255784.000000 Penalty: 5949.066406
	Iteration 7Q: 3 clusters Score -2.225578e+07 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 107427 members 
Entering Unmasked Estep 
Score: -22260962.000000 Penalty: 5949.066406
	Iteration 8F: 3 clusters Score -2.226096e+07 nChanged 10871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 118092 members 
Entering Unmasked Estep 
Score: -22269324.000000 Penalty: 5949.066406
	Iteration 9F: 3 clusters Score -2.226932e+07 nChanged 12337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 130353 members 
Entering Unmasked Estep 
Score: -22279782.000000 Penalty: 5949.066406
	Iteration 10F: 3 clusters Score -2.227978e+07 nChanged 11791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 142138 members 
Entering Unmasked Estep 
Score: -22290314.000000 Penalty: 5949.066406
	Iteration 11F: 3 clusters Score -2.229031e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 150961 members 
Entering Unmasked Estep 
Score: -22297770.000000 Penalty: 5949.066406
	Iteration 12F: 3 clusters Score -2.229777e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 156084 members 
Entering Unmasked Estep 
Score: -22301782.000000 Penalty: 5949.066406
	Iteration 13Q: 3 clusters Score -2.230178e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 158745 members 
Entering Unmasked Estep 
Score: -22303894.000000 Penalty: 5949.066406
	Iteration 14Q: 3 clusters Score -2.230389e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 160039 members 
Entering Unmasked Estep 
Score: -22304924.000000 Penalty: 5949.066406
	Iteration 15Q: 3 clusters Score -2.230492e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 160630 members 
Entering Unmasked Estep 
Score: -22305304.000000 Penalty: 5949.066406
	Iteration 16Q: 3 clusters Score -2.23053e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 160894 members 
Entering Unmasked Estep 
Score: -22305536.000000 Penalty: 5949.066406
	Iteration 17Q: 3 clusters Score -2.230554e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 161040 members 
Entering Unmasked Estep 
Score: -22305702.000000 Penalty: 5949.066406
	Iteration 18Q: 3 clusters Score -2.23057e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 161121 members 
Entering Unmasked Estep 
Score: -22305798.000000 Penalty: 5949.066406
	Iteration 19Q: 3 clusters Score -2.23058e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 161170 members 
Entering Unmasked Estep 
Score: -22305866.000000 Penalty: 5949.066406
	Iteration 20F: 3 clusters Score -2.230587e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 161205 members 
Entering Unmasked Estep 
Score: -22305948.000000 Penalty: 5949.066406
	Iteration 21Q: 3 clusters Score -2.230595e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 161230 members 
Entering Unmasked Estep 
Score: -22305966.000000 Penalty: 5949.066406
	Iteration 22Q: 3 clusters Score -2.230597e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 161248 members 
Entering Unmasked Estep 
Score: -22305964.000000 Penalty: 5949.066406
	Iteration 23Q: 3 clusters Score -2.230596e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 161258 members 
Entering Unmasked Estep 
Score: -22305996.000000 Penalty: 5949.066406
	Iteration 24Q: 3 clusters Score -2.2306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 161267 members 
Entering Unmasked Estep 
Score: -22305992.000000 Penalty: 5949.066406
	Iteration 25Q: 3 clusters Score -2.230599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 161269 members 
Entering Unmasked Estep 
Score: -22306010.000000 Penalty: 5949.066406
	Iteration 26Q: 3 clusters Score -2.230601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 161269 members 
Entering Unmasked Estep 
Score: -22306018.000000 Penalty: 5949.066406
	Iteration 27Q: 3 clusters Score -2.230602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 161268 members 
Entering Unmasked Estep 
Score: -22306012.000000 Penalty: 5949.066406
	Iteration 28Q: 3 clusters Score -2.230601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 161270 members 
Entering Unmasked Estep 
Score: -22306018.000000 Penalty: 5949.066406
	Iteration 29Q: 3 clusters Score -2.230602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 161271 members 
Entering Unmasked Estep 
Score: -22306026.000000 Penalty: 5949.066406
	Iteration 30Q: 3 clusters Score -2.230603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 161272 members 
Entering Unmasked Estep 
Score: -22306024.000000 Penalty: 5949.066406
	Iteration 31Q: 3 clusters Score -2.230602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 161274 members 
Entering Unmasked Estep 
Score: -22306010.000000 Penalty: 5949.066406
	Iteration 32Q: 3 clusters Score -2.230601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 161275 members 
Entering Unmasked Estep 
Score: -22306028.000000 Penalty: 5949.066406
	Iteration 33Q: 3 clusters Score -2.230603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 161275 members 
Entering Unmasked Estep 
Score: -22306028.000000 Penalty: 5949.066406
	Iteration 34F: 3 clusters Score -2.230603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Entering Unmasked Estep 
Score: -2644227.000000 Penalty: 2442.297852
	Iteration 0F: 2 clusters Score -2644227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2630804.000000 Penalty: 4884.595703
	Iteration 0F: 3 clusters Score -2630804 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2635239.250000 Penalty: 4884.595703
	Iteration 1F: 3 clusters Score -2635239 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2635670.000000 Penalty: 4884.595703
	Iteration 2F: 3 clusters Score -2635670 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2636020.750000 Penalty: 4884.595703
	Iteration 3Q: 3 clusters Score -2636021 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2636347.000000 Penalty: 4884.595703
	Iteration 4Q: 3 clusters Score -2636347 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2636700.500000 Penalty: 4884.595703
	Iteration 5Q: 3 clusters Score -2636700 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2637026.000000 Penalty: 4884.595703
	Iteration 6Q: 3 clusters Score -2637026 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2637377.250000 Penalty: 4884.595703
	Iteration 7Q: 3 clusters Score -2637377 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2637828.250000 Penalty: 4884.595703
	Iteration 8Q: 3 clusters Score -2637828 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2638448.500000 Penalty: 4884.595703
	Iteration 9Q: 3 clusters Score -2638448 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2639121.750000 Penalty: 4884.595703
	Iteration 10F: 3 clusters Score -2639122 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2639713.500000 Penalty: 4884.595703
	Iteration 11Q: 3 clusters Score -2639714 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2640123.250000 Penalty: 4884.595703
	Iteration 12Q: 3 clusters Score -2640123 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2640364.000000 Penalty: 4884.595703
	Iteration 13Q: 3 clusters Score -2640364 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2640499.750000 Penalty: 4884.595703
	Iteration 14Q: 3 clusters Score -2640500 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2640594.250000 Penalty: 4884.595703
	Iteration 15Q: 3 clusters Score -2640594 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2640672.250000 Penalty: 4884.595703
	Iteration 16Q: 3 clusters Score -2640672 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2640742.500000 Penalty: 4884.595703
	Iteration 17Q: 3 clusters Score -2640742 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2640803.000000 Penalty: 4884.595703
	Iteration 18Q: 3 clusters Score -2640803 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2640835.000000 Penalty: 4884.595703
	Iteration 19Q: 3 clusters Score -2640835 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2640885.500000 Penalty: 4884.595703
	Iteration 20F: 3 clusters Score -2640886 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2640935.750000 Penalty: 4884.595703
	Iteration 21Q: 3 clusters Score -2640936 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2640972.750000 Penalty: 4884.595703
	Iteration 22Q: 3 clusters Score -2640973 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2641014.750000 Penalty: 4884.595703
	Iteration 23Q: 3 clusters Score -2641015 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2641041.750000 Penalty: 4884.595703
	Iteration 24Q: 3 clusters Score -2641042 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2641073.000000 Penalty: 4884.595703
	Iteration 25Q: 3 clusters Score -2641073 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2641098.750000 Penalty: 4884.595703
	Iteration 26Q: 3 clusters Score -2641099 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2641134.750000 Penalty: 4884.595703
	Iteration 27Q: 3 clusters Score -2641135 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2641158.250000 Penalty: 4884.595703
	Iteration 28Q: 3 clusters Score -2641158 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2641184.000000 Penalty: 4884.595703
	Iteration 29Q: 3 clusters Score -2641184 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2641217.750000 Penalty: 4884.595703
	Iteration 30Q: 3 clusters Score -2641218 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2641243.500000 Penalty: 4884.595703
	Iteration 31Q: 3 clusters Score -2641244 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2641274.000000 Penalty: 4884.595703
	Iteration 32Q: 3 clusters Score -2641274 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2641294.500000 Penalty: 4884.595703
	Iteration 33Q: 3 clusters Score -2641294 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2641323.500000 Penalty: 4884.595703
	Iteration 34Q: 3 clusters Score -2641324 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2641340.500000 Penalty: 4884.595703
	Iteration 35Q: 3 clusters Score -2641340 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2641368.750000 Penalty: 4884.595703
	Iteration 36Q: 3 clusters Score -2641369 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2641386.250000 Penalty: 4884.595703
	Iteration 37Q: 3 clusters Score -2641386 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2641398.000000 Penalty: 4884.595703
	Iteration 38Q: 3 clusters Score -2641398 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2641414.500000 Penalty: 4884.595703
	Iteration 39Q: 3 clusters Score -2641414 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2641426.500000 Penalty: 4884.595703
	Iteration 40F: 3 clusters Score -2641426 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2641448.250000 Penalty: 4884.595703
	Iteration 41Q: 3 clusters Score -2641448 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2641461.750000 Penalty: 4884.595703
	Iteration 42Q: 3 clusters Score -2641462 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2641479.250000 Penalty: 4884.595703
	Iteration 43Q: 3 clusters Score -2641479 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2641499.000000 Penalty: 4884.595703
	Iteration 44Q: 3 clusters Score -2641499 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2641504.000000 Penalty: 4884.595703
	Iteration 45Q: 3 clusters Score -2641504 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2641517.750000 Penalty: 4884.595703
	Iteration 46Q: 3 clusters Score -2641518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2641530.250000 Penalty: 4884.595703
	Iteration 47Q: 3 clusters Score -2641530 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2641542.500000 Penalty: 4884.595703
	Iteration 48Q: 3 clusters Score -2641542 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2641557.500000 Penalty: 4884.595703
	Iteration 49Q: 3 clusters Score -2641558 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2641567.750000 Penalty: 4884.595703
	Iteration 50Q: 3 clusters Score -2641568 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2641575.500000 Penalty: 4884.595703
	Iteration 51Q: 3 clusters Score -2641576 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2641587.500000 Penalty: 4884.595703
	Iteration 52Q: 3 clusters Score -2641588 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2641605.000000 Penalty: 4884.595703
	Iteration 53Q: 3 clusters Score -2641605 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2641610.000000 Penalty: 4884.595703
	Iteration 54Q: 3 clusters Score -2641610 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2641623.750000 Penalty: 4884.595703
	Iteration 55Q: 3 clusters Score -2641624 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2641647.500000 Penalty: 4884.595703
	Iteration 56Q: 3 clusters Score -2641648 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2641672.250000 Penalty: 4884.595703
	Iteration 57Q: 3 clusters Score -2641672 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2641684.000000 Penalty: 4884.595703
	Iteration 58Q: 3 clusters Score -2641684 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2641700.000000 Penalty: 4884.595703
	Iteration 59Q: 3 clusters Score -2641700 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2641714.250000 Penalty: 4884.595703
	Iteration 60F: 3 clusters Score -2641714 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2641741.250000 Penalty: 4884.595703
	Iteration 61Q: 3 clusters Score -2641741 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2641760.000000 Penalty: 4884.595703
	Iteration 62Q: 3 clusters Score -2641760 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2641784.250000 Penalty: 4884.595703
	Iteration 63Q: 3 clusters Score -2641784 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2641809.500000 Penalty: 4884.595703
	Iteration 64Q: 3 clusters Score -2641810 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -2641816.750000 Penalty: 4884.595703
	Iteration 65Q: 3 clusters Score -2641817 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2641836.000000 Penalty: 4884.595703
	Iteration 66Q: 3 clusters Score -2641836 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2641856.000000 Penalty: 4884.595703
	Iteration 67Q: 3 clusters Score -2641856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2641868.250000 Penalty: 4884.595703
	Iteration 68Q: 3 clusters Score -2641868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2641874.250000 Penalty: 4884.595703
	Iteration 69Q: 3 clusters Score -2641874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2641887.500000 Penalty: 4884.595703
	Iteration 70Q: 3 clusters Score -2641888 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2641899.750000 Penalty: 4884.595703
	Iteration 71Q: 3 clusters Score -2641900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2641909.500000 Penalty: 4884.595703
	Iteration 72Q: 3 clusters Score -2641910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2641919.500000 Penalty: 4884.595703
	Iteration 73Q: 3 clusters Score -2641920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2641932.750000 Penalty: 4884.595703
	Iteration 74Q: 3 clusters Score -2641933 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2641944.750000 Penalty: 4884.595703
	Iteration 75Q: 3 clusters Score -2641945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2641949.750000 Penalty: 4884.595703
	Iteration 76Q: 3 clusters Score -2641950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2641965.000000 Penalty: 4884.595703
	Iteration 77Q: 3 clusters Score -2641965 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2641965.500000 Penalty: 4884.595703
	Iteration 78Q: 3 clusters Score -2641966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2641970.500000 Penalty: 4884.595703
	Iteration 79Q: 3 clusters Score -2641970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2641978.750000 Penalty: 4884.595703
	Iteration 80F: 3 clusters Score -2641979 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2641985.750000 Penalty: 4884.595703
	Iteration 81Q: 3 clusters Score -2641986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2641997.250000 Penalty: 4884.595703
	Iteration 82Q: 3 clusters Score -2641997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2642000.000000 Penalty: 4884.595703
	Iteration 83Q: 3 clusters Score -2642000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2642005.250000 Penalty: 4884.595703
	Iteration 84Q: 3 clusters Score -2642005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2642020.000000 Penalty: 4884.595703
	Iteration 85Q: 3 clusters Score -2642020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2642026.500000 Penalty: 4884.595703
	Iteration 86Q: 3 clusters Score -2642026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2642032.500000 Penalty: 4884.595703
	Iteration 87Q: 3 clusters Score -2642032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2642036.750000 Penalty: 4884.595703
	Iteration 88Q: 3 clusters Score -2642037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2642044.250000 Penalty: 4884.595703
	Iteration 89Q: 3 clusters Score -2642044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2642043.250000 Penalty: 4884.595703
	Iteration 90Q: 3 clusters Score -2642043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -2642045.750000 Penalty: 4884.595703
	Iteration 91Q: 3 clusters Score -2642046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2642047.750000 Penalty: 4884.595703
	Iteration 92Q: 3 clusters Score -2642048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2642061.000000 Penalty: 4884.595703
	Iteration 93Q: 3 clusters Score -2642061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2642071.500000 Penalty: 4884.595703
	Iteration 94Q: 3 clusters Score -2642072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2642080.000000 Penalty: 4884.595703
	Iteration 95Q: 3 clusters Score -2642080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2642082.500000 Penalty: 4884.595703
	Iteration 96Q: 3 clusters Score -2642082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2642088.500000 Penalty: 4884.595703
	Iteration 97Q: 3 clusters Score -2642088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2642093.750000 Penalty: 4884.595703
	Iteration 98Q: 3 clusters Score -2642094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2642094.500000 Penalty: 4884.595703
	Iteration 99Q: 3 clusters Score -2642094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2642100.250000 Penalty: 4884.595703
	Iteration 100F: 3 clusters Score -2642100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2642107.250000 Penalty: 4884.595703
	Iteration 101Q: 3 clusters Score -2642107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2642103.750000 Penalty: 4884.595703
	Iteration 102Q: 3 clusters Score -2642104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2642112.750000 Penalty: 4884.595703
	Iteration 103Q: 3 clusters Score -2642113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2642115.500000 Penalty: 4884.595703
	Iteration 104Q: 3 clusters Score -2642116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2642123.250000 Penalty: 4884.595703
	Iteration 105Q: 3 clusters Score -2642123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2642124.000000 Penalty: 4884.595703
	Iteration 106Q: 3 clusters Score -2642124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2642126.250000 Penalty: 4884.595703
	Iteration 107Q: 3 clusters Score -2642126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2642136.250000 Penalty: 4884.595703
	Iteration 108Q: 3 clusters Score -2642136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2642133.750000 Penalty: 4884.595703
	Iteration 109Q: 3 clusters Score -2642134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2642144.000000 Penalty: 4884.595703
	Iteration 110Q: 3 clusters Score -2642144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2642155.250000 Penalty: 4884.595703
	Iteration 111Q: 3 clusters Score -2642155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2642157.000000 Penalty: 4884.595703
	Iteration 112Q: 3 clusters Score -2642157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2642162.250000 Penalty: 4884.595703
	Iteration 113Q: 3 clusters Score -2642162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2642162.750000 Penalty: 4884.595703
	Iteration 114Q: 3 clusters Score -2642163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2642162.750000 Penalty: 4884.595703
	Iteration 115Q: 3 clusters Score -2642163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2642165.500000 Penalty: 4884.595703
	Iteration 116Q: 3 clusters Score -2642166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2642166.500000 Penalty: 4884.595703
	Iteration 117Q: 3 clusters Score -2642166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2642166.500000 Penalty: 4884.595703
	Iteration 118Q: 3 clusters Score -2642166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2642169.250000 Penalty: 4884.595703
	Iteration 119Q: 3 clusters Score -2642169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2642173.000000 Penalty: 4884.595703
	Iteration 120F: 3 clusters Score -2642173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2642178.500000 Penalty: 4884.595703
	Iteration 121Q: 3 clusters Score -2642178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2642182.250000 Penalty: 4884.595703
	Iteration 122Q: 3 clusters Score -2642182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2642184.000000 Penalty: 4884.595703
	Iteration 123Q: 3 clusters Score -2642184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2642185.500000 Penalty: 4884.595703
	Iteration 124Q: 3 clusters Score -2642186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2642188.750000 Penalty: 4884.595703
	Iteration 125Q: 3 clusters Score -2642189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2642192.000000 Penalty: 4884.595703
	Iteration 126Q: 3 clusters Score -2642192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2642190.250000 Penalty: 4884.595703
	Iteration 127Q: 3 clusters Score -2642190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2642192.750000 Penalty: 4884.595703
	Iteration 128Q: 3 clusters Score -2642193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2642195.250000 Penalty: 4884.595703
	Iteration 129Q: 3 clusters Score -2642195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2642197.250000 Penalty: 4884.595703
	Iteration 130Q: 3 clusters Score -2642197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2642199.250000 Penalty: 4884.595703
	Iteration 131Q: 3 clusters Score -2642199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2642199.750000 Penalty: 4884.595703
	Iteration 132Q: 3 clusters Score -2642200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2642200.250000 Penalty: 4884.595703
	Iteration 133Q: 3 clusters Score -2642200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2642200.250000 Penalty: 4884.595703
	Iteration 134F: 3 clusters Score -2642200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (151208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151208 members 
Entering Unmasked Estep 
Score: -20749498.000000 Penalty: 2957.750000
	Iteration 0F: 2 clusters Score -2.07495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75516 members 
Mstep: Class 2 contains 75692 members 
Entering Unmasked Estep 
Score: -20649296.000000 Penalty: 5915.500000
	Iteration 0F: 3 clusters Score -2.06493e+07 nChanged 72163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74561 members 
Mstep: Class 2 contains 76647 members 
Entering Unmasked Estep 
Score: -20690756.000000 Penalty: 5915.500000
	Iteration 1F: 3 clusters Score -2.069076e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73885 members 
Mstep: Class 2 contains 77323 members 
Entering Unmasked Estep 
Score: -20691414.000000 Penalty: 5915.500000
	Iteration 2Q: 3 clusters Score -2.069141e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72828 members 
Mstep: Class 2 contains 78380 members 
Entering Unmasked Estep 
Score: -20692088.000000 Penalty: 5915.500000
	Iteration 3Q: 3 clusters Score -2.069209e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71179 members 
Mstep: Class 2 contains 80029 members 
Entering Unmasked Estep 
Score: -20693042.000000 Penalty: 5915.500000
	Iteration 4Q: 3 clusters Score -2.069304e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68642 members 
Mstep: Class 2 contains 82566 members 
Entering Unmasked Estep 
Score: -20694368.000000 Penalty: 5915.500000
	Iteration 5Q: 3 clusters Score -2.069437e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64898 members 
Mstep: Class 2 contains 86310 members 
Entering Unmasked Estep 
Score: -20696480.000000 Penalty: 5915.500000
	Iteration 6Q: 3 clusters Score -2.069648e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 91913 members 
Entering Unmasked Estep 
Score: -20699872.000000 Penalty: 5915.500000
	Iteration 7Q: 3 clusters Score -2.069987e+07 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 99673 members 
Entering Unmasked Estep 
Score: -20705504.000000 Penalty: 5915.500000
	Iteration 8F: 3 clusters Score -2.07055e+07 nChanged 10494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 109547 members 
Entering Unmasked Estep 
Score: -20713834.000000 Penalty: 5915.500000
	Iteration 9F: 3 clusters Score -2.071383e+07 nChanged 10868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 120059 members 
Entering Unmasked Estep 
Score: -20723586.000000 Penalty: 5915.500000
	Iteration 10F: 3 clusters Score -2.072359e+07 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 128854 members 
Entering Unmasked Estep 
Score: -20732220.000000 Penalty: 5915.500000
	Iteration 11F: 3 clusters Score -2.073222e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 134846 members 
Entering Unmasked Estep 
Score: -20737794.000000 Penalty: 5915.500000
	Iteration 12Q: 3 clusters Score -2.073779e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 138668 members 
Entering Unmasked Estep 
Score: -20740836.000000 Penalty: 5915.500000
	Iteration 13Q: 3 clusters Score -2.074084e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 141254 members 
Entering Unmasked Estep 
Score: -20742790.000000 Penalty: 5915.500000
	Iteration 14Q: 3 clusters Score -2.074279e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 143077 members 
Entering Unmasked Estep 
Score: -20743826.000000 Penalty: 5915.500000
	Iteration 15Q: 3 clusters Score -2.074383e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 144444 members 
Entering Unmasked Estep 
Score: -20744552.000000 Penalty: 5915.500000
	Iteration 16Q: 3 clusters Score -2.074455e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 145535 members 
Entering Unmasked Estep 
Score: -20745050.000000 Penalty: 5915.500000
	Iteration 17Q: 3 clusters Score -2.074505e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 146390 members 
Entering Unmasked Estep 
Score: -20745520.000000 Penalty: 5915.500000
	Iteration 18Q: 3 clusters Score -2.074552e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 147070 members 
Entering Unmasked Estep 
Score: -20745888.000000 Penalty: 5915.500000
	Iteration 19Q: 3 clusters Score -2.074589e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 147599 members 
Entering Unmasked Estep 
Score: -20746178.000000 Penalty: 5915.500000
	Iteration 20F: 3 clusters Score -2.074618e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 148041 members 
Entering Unmasked Estep 
Score: -20746324.000000 Penalty: 5915.500000
	Iteration 21Q: 3 clusters Score -2.074632e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 148385 members 
Entering Unmasked Estep 
Score: -20746520.000000 Penalty: 5915.500000
	Iteration 22Q: 3 clusters Score -2.074652e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 148707 members 
Entering Unmasked Estep 
Score: -20746618.000000 Penalty: 5915.500000
	Iteration 23Q: 3 clusters Score -2.074662e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 148954 members 
Entering Unmasked Estep 
Score: -20746706.000000 Penalty: 5915.500000
	Iteration 24Q: 3 clusters Score -2.074671e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 149156 members 
Entering Unmasked Estep 
Score: -20746766.000000 Penalty: 5915.500000
	Iteration 25Q: 3 clusters Score -2.074677e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 149320 members 
Entering Unmasked Estep 
Score: -20746816.000000 Penalty: 5915.500000
	Iteration 26Q: 3 clusters Score -2.074682e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 149456 members 
Entering Unmasked Estep 
Score: -20746884.000000 Penalty: 5915.500000
	Iteration 27Q: 3 clusters Score -2.074688e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 149561 members 
Entering Unmasked Estep 
Score: -20746902.000000 Penalty: 5915.500000
	Iteration 28Q: 3 clusters Score -2.07469e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 149641 members 
Entering Unmasked Estep 
Score: -20746924.000000 Penalty: 5915.500000
	Iteration 29Q: 3 clusters Score -2.074692e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 149718 members 
Entering Unmasked Estep 
Score: -20746938.000000 Penalty: 5915.500000
	Iteration 30Q: 3 clusters Score -2.074694e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 149772 members 
Entering Unmasked Estep 
Score: -20746982.000000 Penalty: 5915.500000
	Iteration 31Q: 3 clusters Score -2.074698e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 149819 members 
Entering Unmasked Estep 
Score: -20746996.000000 Penalty: 5915.500000
	Iteration 32Q: 3 clusters Score -2.0747e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 149853 members 
Entering Unmasked Estep 
Score: -20747018.000000 Penalty: 5915.500000
	Iteration 33Q: 3 clusters Score -2.074702e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 149877 members 
Entering Unmasked Estep 
Score: -20747028.000000 Penalty: 5915.500000
	Iteration 34Q: 3 clusters Score -2.074703e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 149902 members 
Entering Unmasked Estep 
Score: -20747028.000000 Penalty: 5915.500000
	Iteration 35Q: 3 clusters Score -2.074703e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 149922 members 
Entering Unmasked Estep 
Score: -20747030.000000 Penalty: 5915.500000
	Iteration 36Q: 3 clusters Score -2.074703e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 149940 members 
Entering Unmasked Estep 
Score: -20747036.000000 Penalty: 5915.500000
	Iteration 37Q: 3 clusters Score -2.074704e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 149961 members 
Entering Unmasked Estep 
Score: -20747064.000000 Penalty: 5915.500000
	Iteration 38Q: 3 clusters Score -2.074706e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 149981 members 
Entering Unmasked Estep 
Score: -20747070.000000 Penalty: 5915.500000
	Iteration 39Q: 3 clusters Score -2.074707e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 149998 members 
Entering Unmasked Estep 
Score: -20747066.000000 Penalty: 5915.500000
	Iteration 40F: 3 clusters Score -2.074707e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 150015 members 
Entering Unmasked Estep 
Score: -20747088.000000 Penalty: 5915.500000
	Iteration 41Q: 3 clusters Score -2.074709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 150027 members 
Entering Unmasked Estep 
Score: -20747084.000000 Penalty: 5915.500000
	Iteration 42Q: 3 clusters Score -2.074708e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 150040 members 
Entering Unmasked Estep 
Score: -20747118.000000 Penalty: 5915.500000
	Iteration 43Q: 3 clusters Score -2.074712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 150052 members 
Entering Unmasked Estep 
Score: -20747104.000000 Penalty: 5915.500000
	Iteration 44Q: 3 clusters Score -2.07471e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 150065 members 
Entering Unmasked Estep 
Score: -20747132.000000 Penalty: 5915.500000
	Iteration 45Q: 3 clusters Score -2.074713e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 150077 members 
Entering Unmasked Estep 
Score: -20747136.000000 Penalty: 5915.500000
	Iteration 46Q: 3 clusters Score -2.074714e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 150087 members 
Entering Unmasked Estep 
Score: -20747128.000000 Penalty: 5915.500000
	Iteration 47Q: 3 clusters Score -2.074713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 150098 members 
Entering Unmasked Estep 
Score: -20747134.000000 Penalty: 5915.500000
	Iteration 48Q: 3 clusters Score -2.074713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 150105 members 
Entering Unmasked Estep 
Score: -20747124.000000 Penalty: 5915.500000
	Iteration 49Q: 3 clusters Score -2.074712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 150117 members 
Entering Unmasked Estep 
Score: -20747134.000000 Penalty: 5915.500000
	Iteration 50Q: 3 clusters Score -2.074713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 150128 members 
Entering Unmasked Estep 
Score: -20747154.000000 Penalty: 5915.500000
	Iteration 51Q: 3 clusters Score -2.074715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 150135 members 
Entering Unmasked Estep 
Score: -20747136.000000 Penalty: 5915.500000
	Iteration 52Q: 3 clusters Score -2.074714e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 150145 members 
Entering Unmasked Estep 
Score: -20747138.000000 Penalty: 5915.500000
	Iteration 53Q: 3 clusters Score -2.074714e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 150155 members 
Entering Unmasked Estep 
Score: -20747148.000000 Penalty: 5915.500000
	Iteration 54Q: 3 clusters Score -2.074715e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 150168 members 
Entering Unmasked Estep 
Score: -20747140.000000 Penalty: 5915.500000
	Iteration 55Q: 3 clusters Score -2.074714e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 150177 members 
Entering Unmasked Estep 
Score: -20747152.000000 Penalty: 5915.500000
	Iteration 56Q: 3 clusters Score -2.074715e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 150186 members 
Entering Unmasked Estep 
Score: -20747168.000000 Penalty: 5915.500000
	Iteration 57Q: 3 clusters Score -2.074717e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 150198 members 
Entering Unmasked Estep 
Score: -20747166.000000 Penalty: 5915.500000
	Iteration 58Q: 3 clusters Score -2.074717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 150207 members 
Entering Unmasked Estep 
Score: -20747164.000000 Penalty: 5915.500000
	Iteration 59Q: 3 clusters Score -2.074716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 150210 members 
Entering Unmasked Estep 
Score: -20747164.000000 Penalty: 5915.500000
	Iteration 60F: 3 clusters Score -2.074716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 150212 members 
Entering Unmasked Estep 
Score: -20747174.000000 Penalty: 5915.500000
	Iteration 61Q: 3 clusters Score -2.074717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 150215 members 
Entering Unmasked Estep 
Score: -20747176.000000 Penalty: 5915.500000
	Iteration 62Q: 3 clusters Score -2.074718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 150216 members 
Entering Unmasked Estep 
Score: -20747176.000000 Penalty: 5915.500000
	Iteration 63Q: 3 clusters Score -2.074718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 150216 members 
Entering Unmasked Estep 
Score: -20747182.000000 Penalty: 5915.500000
	Iteration 64Q: 3 clusters Score -2.074718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 150216 members 
Entering Unmasked Estep 
Score: -20747176.000000 Penalty: 5915.500000
	Iteration 65Q: 3 clusters Score -2.074718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 150216 members 
Entering Unmasked Estep 
Score: -20747176.000000 Penalty: 5915.500000
	Iteration 66F: 3 clusters Score -2.074718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -60831.468750 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -60831.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59383.941406 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -59383.94 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59618.406250 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -59618.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59710.964844 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -59710.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59788.984375 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -59788.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59828.171875 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -59828.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59853.289062 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -59853.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59918.312500 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -59918.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59989.558594 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -59989.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60077.667969 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -60077.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60202.914062 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -60202.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -60357.593750 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -60357.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60555.378906 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -60555.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60775.964844 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -60775.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61023.800781 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -61023.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61139.546875 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -61139.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61204.816406 Penalty: 3104.752441
	Iteration 15Q: 3 clusters Score -61204.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61253.335938 Penalty: 3104.752441
	Iteration 16Q: 3 clusters Score -61253.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61253.335938 Penalty: 3104.752441
	Iteration 17F: 3 clusters Score -61253.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70251 members 
Mstep: Class 3 contains 241 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 8 contains 57621 members 
Mstep: Class 9 contains 13902 members 
Mstep: Class 10 contains 161795 members 
Mstep: Class 11 contains 18920 members 
Mstep: Class 12 contains 151208 members 
Mstep: Class 13 contains 282 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37968 members 
Mstep: Class 17 contains 24566 members 
Mstep: Class 18 contains 54632 members 
Mstep: Class 19 contains 184136 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75521 members 
Entering Unmasked Estep 
Score: -116103192.000000 Penalty: 57601.605469
Splitting cluster 13 changes total score from -116104664.000000 to -116103192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -70210.367188 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -70210.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68699.593750 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -68699.59 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -69155.359375 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -69155.36 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -69468.765625 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -69468.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69714.367188 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -69714.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69856.750000 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -69856.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -70008.773438 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -70008.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -70094.945312 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -70094.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -70156.312500 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -70156.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -70195.132812 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -70195.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -70232.804688 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -70232.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -70280.742188 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -70280.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70345.359375 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -70345.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -70447.468750 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -70447.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -70658.500000 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -70658.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -70706.390625 Penalty: 3167.056396
	Iteration 14Q: 3 clusters Score -70706.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -70712.367188 Penalty: 3167.056396
	Iteration 15Q: 3 clusters Score -70712.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70718.414062 Penalty: 3167.056396
	Iteration 16Q: 3 clusters Score -70718.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70718.414062 Penalty: 3167.056396
	Iteration 17F: 3 clusters Score -70718.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70251 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 8 contains 57621 members 
Mstep: Class 9 contains 13902 members 
Mstep: Class 10 contains 161795 members 
Mstep: Class 11 contains 18920 members 
Mstep: Class 12 contains 151208 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 280 members 
Mstep: Class 16 contains 37968 members 
Mstep: Class 17 contains 24566 members 
Mstep: Class 18 contains 54632 members 
Mstep: Class 19 contains 184136 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75521 members 
Entering Unmasked Estep 
Score: -116103368.000000 Penalty: 57601.605469
Splitting cluster 14 changes total score from -116104664.000000 to -116103368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (37968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Entering Unmasked Estep 
Score: -5286639.500000 Penalty: 2615.035889
	Iteration 0F: 2 clusters Score -5286640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -5260863.500000 Penalty: 5230.071777
	Iteration 0F: 3 clusters Score -5260864 nChanged 17387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -5270500.000000 Penalty: 5230.071777
	Iteration 1F: 3 clusters Score -5270500 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -5270902.000000 Penalty: 5230.071777
	Iteration 2Q: 3 clusters Score -5270902 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -5271273.500000 Penalty: 5230.071777
	Iteration 3Q: 3 clusters Score -5271274 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -5271571.000000 Penalty: 5230.071777
	Iteration 4Q: 3 clusters Score -5271571 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -5271866.000000 Penalty: 5230.071777
	Iteration 5Q: 3 clusters Score -5271866 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -5272217.500000 Penalty: 5230.071777
	Iteration 6Q: 3 clusters Score -5272218 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -5272654.500000 Penalty: 5230.071777
	Iteration 7Q: 3 clusters Score -5272654 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -5273339.000000 Penalty: 5230.071777
	Iteration 8Q: 3 clusters Score -5273339 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -5274465.500000 Penalty: 5230.071777
	Iteration 9F: 3 clusters Score -5274466 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -5276112.500000 Penalty: 5230.071777
	Iteration 10F: 3 clusters Score -5276112 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -5278192.000000 Penalty: 5230.071777
	Iteration 11F: 3 clusters Score -5278192 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -5280305.000000 Penalty: 5230.071777
	Iteration 12F: 3 clusters Score -5280305 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -5281954.500000 Penalty: 5230.071777
	Iteration 13Q: 3 clusters Score -5281954 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -5283050.000000 Penalty: 5230.071777
	Iteration 14Q: 3 clusters Score -5283050 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -5283654.000000 Penalty: 5230.071777
	Iteration 15Q: 3 clusters Score -5283654 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -5283928.500000 Penalty: 5230.071777
	Iteration 16Q: 3 clusters Score -5283928 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -5284123.500000 Penalty: 5230.071777
	Iteration 17Q: 3 clusters Score -5284124 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -5284256.000000 Penalty: 5230.071777
	Iteration 18Q: 3 clusters Score -5284256 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -5284349.500000 Penalty: 5230.071777
	Iteration 19Q: 3 clusters Score -5284350 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -5284396.000000 Penalty: 5230.071777
	Iteration 20F: 3 clusters Score -5284396 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -5284422.000000 Penalty: 5230.071777
	Iteration 21Q: 3 clusters Score -5284422 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -5284456.000000 Penalty: 5230.071777
	Iteration 22Q: 3 clusters Score -5284456 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -5284471.500000 Penalty: 5230.071777
	Iteration 23Q: 3 clusters Score -5284472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -5284493.000000 Penalty: 5230.071777
	Iteration 24Q: 3 clusters Score -5284493 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -5284513.000000 Penalty: 5230.071777
	Iteration 25Q: 3 clusters Score -5284513 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -5284536.000000 Penalty: 5230.071777
	Iteration 26Q: 3 clusters Score -5284536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -5284555.000000 Penalty: 5230.071777
	Iteration 27Q: 3 clusters Score -5284555 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -5284571.000000 Penalty: 5230.071777
	Iteration 28Q: 3 clusters Score -5284571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -5284585.500000 Penalty: 5230.071777
	Iteration 29Q: 3 clusters Score -5284586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -5284575.500000 Penalty: 5230.071777
	Iteration 30Q: 3 clusters Score -5284576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -5284590.500000 Penalty: 5230.071777
	Iteration 31Q: 3 clusters Score -5284590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -5284600.000000 Penalty: 5230.071777
	Iteration 32Q: 3 clusters Score -5284600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -5284617.000000 Penalty: 5230.071777
	Iteration 33Q: 3 clusters Score -5284617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -5284622.000000 Penalty: 5230.071777
	Iteration 34Q: 3 clusters Score -5284622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -5284630.500000 Penalty: 5230.071777
	Iteration 35Q: 3 clusters Score -5284630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -5284636.500000 Penalty: 5230.071777
	Iteration 36Q: 3 clusters Score -5284636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -5284660.000000 Penalty: 5230.071777
	Iteration 37Q: 3 clusters Score -5284660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -5284663.500000 Penalty: 5230.071777
	Iteration 38Q: 3 clusters Score -5284664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -5284664.500000 Penalty: 5230.071777
	Iteration 39Q: 3 clusters Score -5284664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -5284675.500000 Penalty: 5230.071777
	Iteration 40F: 3 clusters Score -5284676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -5284694.000000 Penalty: 5230.071777
	Iteration 41Q: 3 clusters Score -5284694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -5284705.500000 Penalty: 5230.071777
	Iteration 42Q: 3 clusters Score -5284706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -5284704.500000 Penalty: 5230.071777
	Iteration 43Q: 3 clusters Score -5284704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -5284707.000000 Penalty: 5230.071777
	Iteration 44Q: 3 clusters Score -5284707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -5284708.000000 Penalty: 5230.071777
	Iteration 45Q: 3 clusters Score -5284708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -5284713.000000 Penalty: 5230.071777
	Iteration 46Q: 3 clusters Score -5284713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -5284711.000000 Penalty: 5230.071777
	Iteration 47Q: 3 clusters Score -5284711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -5284711.500000 Penalty: 5230.071777
	Iteration 48Q: 3 clusters Score -5284712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -5284710.500000 Penalty: 5230.071777
	Iteration 49Q: 3 clusters Score -5284710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -5284722.500000 Penalty: 5230.071777
	Iteration 50Q: 3 clusters Score -5284722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -5284717.500000 Penalty: 5230.071777
	Iteration 51Q: 3 clusters Score -5284718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -5284719.000000 Penalty: 5230.071777
	Iteration 52Q: 3 clusters Score -5284719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -5284725.500000 Penalty: 5230.071777
	Iteration 53Q: 3 clusters Score -5284726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -5284724.500000 Penalty: 5230.071777
	Iteration 54Q: 3 clusters Score -5284724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -5284726.500000 Penalty: 5230.071777
	Iteration 55Q: 3 clusters Score -5284726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -5284723.500000 Penalty: 5230.071777
	Iteration 56Q: 3 clusters Score -5284724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -5284727.000000 Penalty: 5230.071777
	Iteration 57Q: 3 clusters Score -5284727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -5284731.500000 Penalty: 5230.071777
	Iteration 58Q: 3 clusters Score -5284732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -5284734.000000 Penalty: 5230.071777
	Iteration 59Q: 3 clusters Score -5284734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -5284735.500000 Penalty: 5230.071777
	Iteration 60F: 3 clusters Score -5284736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -5284737.000000 Penalty: 5230.071777
	Iteration 61Q: 3 clusters Score -5284737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -5284738.500000 Penalty: 5230.071777
	Iteration 62Q: 3 clusters Score -5284738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -5284741.000000 Penalty: 5230.071777
	Iteration 63Q: 3 clusters Score -5284741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -5284741.000000 Penalty: 5230.071777
	Iteration 64Q: 3 clusters Score -5284741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -5284741.000000 Penalty: 5230.071777
	Iteration 65F: 3 clusters Score -5284741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Entering Unmasked Estep 
Score: -3428146.000000 Penalty: 2507.061279
	Iteration 0F: 2 clusters Score -3428146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -3411019.250000 Penalty: 5014.122559
	Iteration 0F: 3 clusters Score -3411019 nChanged 11079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -3416903.500000 Penalty: 5014.122559
	Iteration 1F: 3 clusters Score -3416904 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -3417288.500000 Penalty: 5014.122559
	Iteration 2Q: 3 clusters Score -3417288 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -3417637.000000 Penalty: 5014.122559
	Iteration 3Q: 3 clusters Score -3417637 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -3417978.500000 Penalty: 5014.122559
	Iteration 4Q: 3 clusters Score -3417978 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3418328.250000 Penalty: 5014.122559
	Iteration 5Q: 3 clusters Score -3418328 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -3418747.750000 Penalty: 5014.122559
	Iteration 6Q: 3 clusters Score -3418748 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -3419343.750000 Penalty: 5014.122559
	Iteration 7Q: 3 clusters Score -3419344 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -3420124.750000 Penalty: 5014.122559
	Iteration 8F: 3 clusters Score -3420125 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -3421083.250000 Penalty: 5014.122559
	Iteration 9F: 3 clusters Score -3421083 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -3422270.250000 Penalty: 5014.122559
	Iteration 10F: 3 clusters Score -3422270 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -3423400.500000 Penalty: 5014.122559
	Iteration 11F: 3 clusters Score -3423400 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -3424304.500000 Penalty: 5014.122559
	Iteration 12Q: 3 clusters Score -3424304 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -3424913.250000 Penalty: 5014.122559
	Iteration 13Q: 3 clusters Score -3424913 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -3425323.500000 Penalty: 5014.122559
	Iteration 14Q: 3 clusters Score -3425324 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -3425561.500000 Penalty: 5014.122559
	Iteration 15Q: 3 clusters Score -3425562 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -3425717.000000 Penalty: 5014.122559
	Iteration 16Q: 3 clusters Score -3425717 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -3425798.500000 Penalty: 5014.122559
	Iteration 17Q: 3 clusters Score -3425798 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -3425871.250000 Penalty: 5014.122559
	Iteration 18Q: 3 clusters Score -3425871 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -3425907.500000 Penalty: 5014.122559
	Iteration 19Q: 3 clusters Score -3425908 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -3425927.250000 Penalty: 5014.122559
	Iteration 20F: 3 clusters Score -3425927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -3425939.500000 Penalty: 5014.122559
	Iteration 21Q: 3 clusters Score -3425940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -3425949.000000 Penalty: 5014.122559
	Iteration 22Q: 3 clusters Score -3425949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -3425959.500000 Penalty: 5014.122559
	Iteration 23Q: 3 clusters Score -3425960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -3425974.750000 Penalty: 5014.122559
	Iteration 24Q: 3 clusters Score -3425975 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -3425985.500000 Penalty: 5014.122559
	Iteration 25Q: 3 clusters Score -3425986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -3425989.750000 Penalty: 5014.122559
	Iteration 26Q: 3 clusters Score -3425990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -3425999.000000 Penalty: 5014.122559
	Iteration 27Q: 3 clusters Score -3425999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -3426008.500000 Penalty: 5014.122559
	Iteration 28Q: 3 clusters Score -3426008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -3426006.000000 Penalty: 5014.122559
	Iteration 29Q: 3 clusters Score -3426006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -3426012.250000 Penalty: 5014.122559
	Iteration 30Q: 3 clusters Score -3426012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -3426016.750000 Penalty: 5014.122559
	Iteration 31Q: 3 clusters Score -3426017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -3426020.000000 Penalty: 5014.122559
	Iteration 32Q: 3 clusters Score -3426020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -3426019.000000 Penalty: 5014.122559
	Iteration 33Q: 3 clusters Score -3426019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -3426023.500000 Penalty: 5014.122559
	Iteration 34Q: 3 clusters Score -3426024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -3426021.500000 Penalty: 5014.122559
	Iteration 35Q: 3 clusters Score -3426022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -3426026.750000 Penalty: 5014.122559
	Iteration 36Q: 3 clusters Score -3426027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3426033.000000 Penalty: 5014.122559
	Iteration 37Q: 3 clusters Score -3426033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -3426035.500000 Penalty: 5014.122559
	Iteration 38Q: 3 clusters Score -3426036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -3426038.250000 Penalty: 5014.122559
	Iteration 39Q: 3 clusters Score -3426038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3426041.000000 Penalty: 5014.122559
	Iteration 40F: 3 clusters Score -3426041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -3426039.000000 Penalty: 5014.122559
	Iteration 41Q: 3 clusters Score -3426039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -3426038.250000 Penalty: 5014.122559
	Iteration 42Q: 3 clusters Score -3426038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -3426038.000000 Penalty: 5014.122559
	Iteration 43Q: 3 clusters Score -3426038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -3426040.750000 Penalty: 5014.122559
	Iteration 44Q: 3 clusters Score -3426041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -3426041.250000 Penalty: 5014.122559
	Iteration 45Q: 3 clusters Score -3426041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -3426048.500000 Penalty: 5014.122559
	Iteration 46Q: 3 clusters Score -3426048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -3426043.500000 Penalty: 5014.122559
	Iteration 47Q: 3 clusters Score -3426044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3426042.250000 Penalty: 5014.122559
	Iteration 48Q: 3 clusters Score -3426042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3426042.250000 Penalty: 5014.122559
	Iteration 49F: 3 clusters Score -3426042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54632 members 
Entering Unmasked Estep 
Score: -7601496.000000 Penalty: 2705.276855
	Iteration 0F: 2 clusters Score -7601496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -7564765.000000 Penalty: 5410.553711
	Iteration 0F: 3 clusters Score -7564765 nChanged 25258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -7579204.000000 Penalty: 5410.553711
	Iteration 1F: 3 clusters Score -7579204 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -7580061.500000 Penalty: 5410.553711
	Iteration 2Q: 3 clusters Score -7580062 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -7581036.500000 Penalty: 5410.553711
	Iteration 3Q: 3 clusters Score -7581036 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -7582051.000000 Penalty: 5410.553711
	Iteration 4Q: 3 clusters Score -7582051 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -7583282.500000 Penalty: 5410.553711
	Iteration 5Q: 3 clusters Score -7583282 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -7584743.000000 Penalty: 5410.553711
	Iteration 6F: 3 clusters Score -7584743 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -7586592.500000 Penalty: 5410.553711
	Iteration 7F: 3 clusters Score -7586592 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -7588578.500000 Penalty: 5410.553711
	Iteration 8F: 3 clusters Score -7588578 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -7590442.000000 Penalty: 5410.553711
	Iteration 9F: 3 clusters Score -7590442 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -7591830.000000 Penalty: 5410.553711
	Iteration 10Q: 3 clusters Score -7591830 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -7592556.500000 Penalty: 5410.553711
	Iteration 11Q: 3 clusters Score -7592556 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -7592897.000000 Penalty: 5410.553711
	Iteration 12Q: 3 clusters Score -7592897 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -7593212.000000 Penalty: 5410.553711
	Iteration 13Q: 3 clusters Score -7593212 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -7593438.000000 Penalty: 5410.553711
	Iteration 14Q: 3 clusters Score -7593438 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -7593637.500000 Penalty: 5410.553711
	Iteration 15Q: 3 clusters Score -7593638 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -7593830.500000 Penalty: 5410.553711
	Iteration 16Q: 3 clusters Score -7593830 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -7594004.000000 Penalty: 5410.553711
	Iteration 17Q: 3 clusters Score -7594004 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -7594174.500000 Penalty: 5410.553711
	Iteration 18Q: 3 clusters Score -7594174 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -7594315.000000 Penalty: 5410.553711
	Iteration 19Q: 3 clusters Score -7594315 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -7594474.000000 Penalty: 5410.553711
	Iteration 20F: 3 clusters Score -7594474 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -7594646.000000 Penalty: 5410.553711
	Iteration 21Q: 3 clusters Score -7594646 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -7594795.000000 Penalty: 5410.553711
	Iteration 22Q: 3 clusters Score -7594795 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -7594899.000000 Penalty: 5410.553711
	Iteration 23Q: 3 clusters Score -7594899 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -7595020.500000 Penalty: 5410.553711
	Iteration 24Q: 3 clusters Score -7595020 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -7595156.000000 Penalty: 5410.553711
	Iteration 25Q: 3 clusters Score -7595156 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -7595302.000000 Penalty: 5410.553711
	Iteration 26Q: 3 clusters Score -7595302 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -7595480.500000 Penalty: 5410.553711
	Iteration 27Q: 3 clusters Score -7595480 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -7595684.500000 Penalty: 5410.553711
	Iteration 28Q: 3 clusters Score -7595684 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -7595888.000000 Penalty: 5410.553711
	Iteration 29Q: 3 clusters Score -7595888 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -7596087.500000 Penalty: 5410.553711
	Iteration 30Q: 3 clusters Score -7596088 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -7596239.000000 Penalty: 5410.553711
	Iteration 31Q: 3 clusters Score -7596239 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -7596451.500000 Penalty: 5410.553711
	Iteration 32Q: 3 clusters Score -7596452 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -7596683.000000 Penalty: 5410.553711
	Iteration 33Q: 3 clusters Score -7596683 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -7596885.500000 Penalty: 5410.553711
	Iteration 34Q: 3 clusters Score -7596886 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -7597074.500000 Penalty: 5410.553711
	Iteration 35Q: 3 clusters Score -7597074 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -7597246.500000 Penalty: 5410.553711
	Iteration 36Q: 3 clusters Score -7597246 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -7597466.500000 Penalty: 5410.553711
	Iteration 37Q: 3 clusters Score -7597466 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -7597683.500000 Penalty: 5410.553711
	Iteration 38Q: 3 clusters Score -7597684 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -7597871.000000 Penalty: 5410.553711
	Iteration 39Q: 3 clusters Score -7597871 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -7598087.000000 Penalty: 5410.553711
	Iteration 40F: 3 clusters Score -7598087 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -7598309.500000 Penalty: 5410.553711
	Iteration 41Q: 3 clusters Score -7598310 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 50094 members 
Entering Unmasked Estep 
Score: -7598523.000000 Penalty: 5410.553711
	Iteration 42Q: 3 clusters Score -7598523 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -7598694.000000 Penalty: 5410.553711
	Iteration 43Q: 3 clusters Score -7598694 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -7598891.000000 Penalty: 5410.553711
	Iteration 44Q: 3 clusters Score -7598891 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -7599047.500000 Penalty: 5410.553711
	Iteration 45Q: 3 clusters Score -7599048 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -7599191.000000 Penalty: 5410.553711
	Iteration 46Q: 3 clusters Score -7599191 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -7599298.000000 Penalty: 5410.553711
	Iteration 47Q: 3 clusters Score -7599298 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -7599442.500000 Penalty: 5410.553711
	Iteration 48Q: 3 clusters Score -7599442 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -7599483.000000 Penalty: 5410.553711
	Iteration 49Q: 3 clusters Score -7599483 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -7599552.000000 Penalty: 5410.553711
	Iteration 50Q: 3 clusters Score -7599552 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -7599609.500000 Penalty: 5410.553711
	Iteration 51Q: 3 clusters Score -7599610 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 52812 members 
Entering Unmasked Estep 
Score: -7599644.500000 Penalty: 5410.553711
	Iteration 52Q: 3 clusters Score -7599644 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -7599682.500000 Penalty: 5410.553711
	Iteration 53Q: 3 clusters Score -7599682 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 52986 members 
Entering Unmasked Estep 
Score: -7599719.500000 Penalty: 5410.553711
	Iteration 54Q: 3 clusters Score -7599720 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 53058 members 
Entering Unmasked Estep 
Score: -7599752.500000 Penalty: 5410.553711
	Iteration 55Q: 3 clusters Score -7599752 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -7599786.000000 Penalty: 5410.553711
	Iteration 56Q: 3 clusters Score -7599786 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 53188 members 
Entering Unmasked Estep 
Score: -7599803.000000 Penalty: 5410.553711
	Iteration 57Q: 3 clusters Score -7599803 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 53231 members 
Entering Unmasked Estep 
Score: -7599827.500000 Penalty: 5410.553711
	Iteration 58Q: 3 clusters Score -7599828 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 53283 members 
Entering Unmasked Estep 
Score: -7599848.000000 Penalty: 5410.553711
	Iteration 59Q: 3 clusters Score -7599848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 53320 members 
Entering Unmasked Estep 
Score: -7599876.000000 Penalty: 5410.553711
	Iteration 60F: 3 clusters Score -7599876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 53354 members 
Entering Unmasked Estep 
Score: -7599888.500000 Penalty: 5410.553711
	Iteration 61Q: 3 clusters Score -7599888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -7599892.500000 Penalty: 5410.553711
	Iteration 62Q: 3 clusters Score -7599892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 53414 members 
Entering Unmasked Estep 
Score: -7599899.500000 Penalty: 5410.553711
	Iteration 63Q: 3 clusters Score -7599900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 53446 members 
Entering Unmasked Estep 
Score: -7599922.500000 Penalty: 5410.553711
	Iteration 64Q: 3 clusters Score -7599922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
Score: -7599948.000000 Penalty: 5410.553711
	Iteration 65Q: 3 clusters Score -7599948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 53495 members 
Entering Unmasked Estep 
Score: -7599960.500000 Penalty: 5410.553711
	Iteration 66Q: 3 clusters Score -7599960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 53518 members 
Entering Unmasked Estep 
Score: -7599962.500000 Penalty: 5410.553711
	Iteration 67Q: 3 clusters Score -7599962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -7599968.000000 Penalty: 5410.553711
	Iteration 68Q: 3 clusters Score -7599968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -7599978.000000 Penalty: 5410.553711
	Iteration 69Q: 3 clusters Score -7599978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -7599987.000000 Penalty: 5410.553711
	Iteration 70Q: 3 clusters Score -7599987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 53585 members 
Entering Unmasked Estep 
Score: -7599990.500000 Penalty: 5410.553711
	Iteration 71Q: 3 clusters Score -7599990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -7600005.000000 Penalty: 5410.553711
	Iteration 72Q: 3 clusters Score -7600005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -7600010.500000 Penalty: 5410.553711
	Iteration 73Q: 3 clusters Score -7600010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -7600011.500000 Penalty: 5410.553711
	Iteration 74Q: 3 clusters Score -7600012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -7600018.500000 Penalty: 5410.553711
	Iteration 75Q: 3 clusters Score -7600018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -7600021.000000 Penalty: 5410.553711
	Iteration 76Q: 3 clusters Score -7600021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -7600014.500000 Penalty: 5410.553711
	Iteration 77Q: 3 clusters Score -7600014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -7600016.500000 Penalty: 5410.553711
	Iteration 78Q: 3 clusters Score -7600016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 53666 members 
Entering Unmasked Estep 
Score: -7600026.000000 Penalty: 5410.553711
	Iteration 79Q: 3 clusters Score -7600026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 53671 members 
Entering Unmasked Estep 
Score: -7600024.500000 Penalty: 5410.553711
	Iteration 80F: 3 clusters Score -7600024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -7600025.000000 Penalty: 5410.553711
	Iteration 81Q: 3 clusters Score -7600025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -7600021.000000 Penalty: 5410.553711
	Iteration 82Q: 3 clusters Score -7600021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
Score: -7600029.000000 Penalty: 5410.553711
	Iteration 83Q: 3 clusters Score -7600029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 53695 members 
Entering Unmasked Estep 
Score: -7600021.500000 Penalty: 5410.553711
	Iteration 84Q: 3 clusters Score -7600022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 53700 members 
Entering Unmasked Estep 
Score: -7600027.500000 Penalty: 5410.553711
	Iteration 85Q: 3 clusters Score -7600028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -7600029.500000 Penalty: 5410.553711
	Iteration 86Q: 3 clusters Score -7600030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -7600025.500000 Penalty: 5410.553711
	Iteration 87Q: 3 clusters Score -7600026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -7600031.000000 Penalty: 5410.553711
	Iteration 88Q: 3 clusters Score -7600031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -7600034.000000 Penalty: 5410.553711
	Iteration 89Q: 3 clusters Score -7600034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
Score: -7600037.500000 Penalty: 5410.553711
	Iteration 90Q: 3 clusters Score -7600038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 53711 members 
Entering Unmasked Estep 
Score: -7600043.000000 Penalty: 5410.553711
	Iteration 91Q: 3 clusters Score -7600043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -7600038.000000 Penalty: 5410.553711
	Iteration 92Q: 3 clusters Score -7600038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -7600038.500000 Penalty: 5410.553711
	Iteration 93Q: 3 clusters Score -7600038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -7600041.500000 Penalty: 5410.553711
	Iteration 94Q: 3 clusters Score -7600042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -7600039.000000 Penalty: 5410.553711
	Iteration 95Q: 3 clusters Score -7600039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -7600039.000000 Penalty: 5410.553711
	Iteration 96Q: 3 clusters Score -7600039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -7600039.000000 Penalty: 5410.553711
	Iteration 97F: 3 clusters Score -7600039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (184136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184136 members 
Entering Unmasked Estep 
Score: -25259298.000000 Penalty: 3006.610596
	Iteration 0F: 2 clusters Score -2.52593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92253 members 
Mstep: Class 2 contains 91883 members 
Entering Unmasked Estep 
Score: -25140226.000000 Penalty: 6013.221191
	Iteration 0F: 3 clusters Score -2.514023e+07 nChanged 88194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95519 members 
Mstep: Class 2 contains 88617 members 
Entering Unmasked Estep 
Score: -25192128.000000 Penalty: 6013.221191
	Iteration 1F: 3 clusters Score -2.519213e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97284 members 
Mstep: Class 2 contains 86852 members 
Entering Unmasked Estep 
Score: -25193564.000000 Penalty: 6013.221191
	Iteration 2Q: 3 clusters Score -2.519356e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99903 members 
Mstep: Class 2 contains 84233 members 
Entering Unmasked Estep 
Score: -25195612.000000 Penalty: 6013.221191
	Iteration 3Q: 3 clusters Score -2.519561e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103695 members 
Mstep: Class 2 contains 80441 members 
Entering Unmasked Estep 
Score: -25198912.000000 Penalty: 6013.221191
	Iteration 4Q: 3 clusters Score -2.519891e+07 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108858 members 
Mstep: Class 2 contains 75278 members 
Entering Unmasked Estep 
Score: -25204256.000000 Penalty: 6013.221191
	Iteration 5Q: 3 clusters Score -2.520426e+07 nChanged 9908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115378 members 
Mstep: Class 2 contains 68758 members 
Entering Unmasked Estep 
Score: -25211368.000000 Penalty: 6013.221191
	Iteration 6F: 3 clusters Score -2.521137e+07 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122832 members 
Mstep: Class 2 contains 61304 members 
Entering Unmasked Estep 
Score: -25220354.000000 Penalty: 6013.221191
	Iteration 7F: 3 clusters Score -2.522035e+07 nChanged 11317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129927 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -25228946.000000 Penalty: 6013.221191
	Iteration 8F: 3 clusters Score -2.522895e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135934 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -25235672.000000 Penalty: 6013.221191
	Iteration 9F: 3 clusters Score -2.523567e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140826 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -25240098.000000 Penalty: 6013.221191
	Iteration 10Q: 3 clusters Score -2.52401e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145084 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -25242538.000000 Penalty: 6013.221191
	Iteration 11Q: 3 clusters Score -2.524254e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148985 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -25244406.000000 Penalty: 6013.221191
	Iteration 12Q: 3 clusters Score -2.524441e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152610 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -25246022.000000 Penalty: 6013.221191
	Iteration 13Q: 3 clusters Score -2.524602e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155950 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -25247160.000000 Penalty: 6013.221191
	Iteration 14Q: 3 clusters Score -2.524716e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159068 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -25248362.000000 Penalty: 6013.221191
	Iteration 15Q: 3 clusters Score -2.524836e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161929 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -25249534.000000 Penalty: 6013.221191
	Iteration 16Q: 3 clusters Score -2.524953e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164555 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -25250470.000000 Penalty: 6013.221191
	Iteration 17Q: 3 clusters Score -2.525047e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166929 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -25251468.000000 Penalty: 6013.221191
	Iteration 18Q: 3 clusters Score -2.525147e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169092 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -25252326.000000 Penalty: 6013.221191
	Iteration 19Q: 3 clusters Score -2.525233e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171006 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -25252960.000000 Penalty: 6013.221191
	Iteration 20F: 3 clusters Score -2.525296e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172680 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -25253586.000000 Penalty: 6013.221191
	Iteration 21Q: 3 clusters Score -2.525359e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174113 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -25254010.000000 Penalty: 6013.221191
	Iteration 22Q: 3 clusters Score -2.525401e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175308 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -25254454.000000 Penalty: 6013.221191
	Iteration 23Q: 3 clusters Score -2.525445e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176309 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -25254720.000000 Penalty: 6013.221191
	Iteration 24Q: 3 clusters Score -2.525472e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177139 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -25255044.000000 Penalty: 6013.221191
	Iteration 25Q: 3 clusters Score -2.525504e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177839 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -25255284.000000 Penalty: 6013.221191
	Iteration 26Q: 3 clusters Score -2.525528e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178418 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -25255436.000000 Penalty: 6013.221191
	Iteration 27Q: 3 clusters Score -2.525544e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178913 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -25255570.000000 Penalty: 6013.221191
	Iteration 28Q: 3 clusters Score -2.525557e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179347 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -25255736.000000 Penalty: 6013.221191
	Iteration 29Q: 3 clusters Score -2.525574e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179744 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -25255840.000000 Penalty: 6013.221191
	Iteration 30Q: 3 clusters Score -2.525584e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180101 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -25255892.000000 Penalty: 6013.221191
	Iteration 31Q: 3 clusters Score -2.525589e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180414 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -25255976.000000 Penalty: 6013.221191
	Iteration 32Q: 3 clusters Score -2.525598e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180682 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -25256112.000000 Penalty: 6013.221191
	Iteration 33Q: 3 clusters Score -2.525611e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180895 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -25256180.000000 Penalty: 6013.221191
	Iteration 34Q: 3 clusters Score -2.525618e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181065 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -25256236.000000 Penalty: 6013.221191
	Iteration 35Q: 3 clusters Score -2.525624e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181215 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -25256262.000000 Penalty: 6013.221191
	Iteration 36Q: 3 clusters Score -2.525626e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181356 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -25256314.000000 Penalty: 6013.221191
	Iteration 37Q: 3 clusters Score -2.525631e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181487 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -25256352.000000 Penalty: 6013.221191
	Iteration 38Q: 3 clusters Score -2.525635e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181593 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -25256422.000000 Penalty: 6013.221191
	Iteration 39Q: 3 clusters Score -2.525642e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181685 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -25256480.000000 Penalty: 6013.221191
	Iteration 40F: 3 clusters Score -2.525648e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181758 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -25256480.000000 Penalty: 6013.221191
	Iteration 41Q: 3 clusters Score -2.525648e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181818 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -25256526.000000 Penalty: 6013.221191
	Iteration 42Q: 3 clusters Score -2.525653e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181875 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -25256522.000000 Penalty: 6013.221191
	Iteration 43Q: 3 clusters Score -2.525652e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181925 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -25256528.000000 Penalty: 6013.221191
	Iteration 44Q: 3 clusters Score -2.525653e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181973 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -25256528.000000 Penalty: 6013.221191
	Iteration 45Q: 3 clusters Score -2.525653e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182009 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -25256532.000000 Penalty: 6013.221191
	Iteration 46Q: 3 clusters Score -2.525653e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182036 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -25256536.000000 Penalty: 6013.221191
	Iteration 47Q: 3 clusters Score -2.525654e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182066 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -25256564.000000 Penalty: 6013.221191
	Iteration 48Q: 3 clusters Score -2.525656e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182083 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -25256574.000000 Penalty: 6013.221191
	Iteration 49Q: 3 clusters Score -2.525657e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182101 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -25256570.000000 Penalty: 6013.221191
	Iteration 50Q: 3 clusters Score -2.525657e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182122 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -25256568.000000 Penalty: 6013.221191
	Iteration 51Q: 3 clusters Score -2.525657e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182138 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -25256582.000000 Penalty: 6013.221191
	Iteration 52Q: 3 clusters Score -2.525658e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182157 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -25256584.000000 Penalty: 6013.221191
	Iteration 53Q: 3 clusters Score -2.525658e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182178 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -25256582.000000 Penalty: 6013.221191
	Iteration 54Q: 3 clusters Score -2.525658e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182192 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -25256606.000000 Penalty: 6013.221191
	Iteration 55Q: 3 clusters Score -2.525661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182202 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -25256598.000000 Penalty: 6013.221191
	Iteration 56Q: 3 clusters Score -2.52566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182212 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -25256604.000000 Penalty: 6013.221191
	Iteration 57Q: 3 clusters Score -2.52566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182217 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -25256594.000000 Penalty: 6013.221191
	Iteration 58Q: 3 clusters Score -2.525659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182224 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -25256612.000000 Penalty: 6013.221191
	Iteration 59Q: 3 clusters Score -2.525661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182234 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -25256612.000000 Penalty: 6013.221191
	Iteration 60F: 3 clusters Score -2.525661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182242 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -25256628.000000 Penalty: 6013.221191
	Iteration 61Q: 3 clusters Score -2.525663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182253 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -25256626.000000 Penalty: 6013.221191
	Iteration 62Q: 3 clusters Score -2.525663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182261 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -25256634.000000 Penalty: 6013.221191
	Iteration 63Q: 3 clusters Score -2.525663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182273 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -25256658.000000 Penalty: 6013.221191
	Iteration 64Q: 3 clusters Score -2.525666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182279 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -25256654.000000 Penalty: 6013.221191
	Iteration 65Q: 3 clusters Score -2.525665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182283 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -25256664.000000 Penalty: 6013.221191
	Iteration 66Q: 3 clusters Score -2.525666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182290 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -25256688.000000 Penalty: 6013.221191
	Iteration 67Q: 3 clusters Score -2.525669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182295 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -25256700.000000 Penalty: 6013.221191
	Iteration 68Q: 3 clusters Score -2.52567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182298 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -25256692.000000 Penalty: 6013.221191
	Iteration 69Q: 3 clusters Score -2.525669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182302 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -25256694.000000 Penalty: 6013.221191
	Iteration 70Q: 3 clusters Score -2.525669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182305 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -25256674.000000 Penalty: 6013.221191
	Iteration 71Q: 3 clusters Score -2.525667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182304 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -25256684.000000 Penalty: 6013.221191
	Iteration 72Q: 3 clusters Score -2.525668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182305 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -25256688.000000 Penalty: 6013.221191
	Iteration 73Q: 3 clusters Score -2.525669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182306 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -25256688.000000 Penalty: 6013.221191
	Iteration 74Q: 3 clusters Score -2.525669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182309 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -25256694.000000 Penalty: 6013.221191
	Iteration 75Q: 3 clusters Score -2.525669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182311 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -25256678.000000 Penalty: 6013.221191
	Iteration 76Q: 3 clusters Score -2.525668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182312 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -25256686.000000 Penalty: 6013.221191
	Iteration 77Q: 3 clusters Score -2.525669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182312 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -25256686.000000 Penalty: 6013.221191
	Iteration 78F: 3 clusters Score -2.525669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -123003.257812 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -123003.3 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 520 members 
Entering Unmasked Estep 
Score: -121077.242188 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -121077.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -121323.890625 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -121323.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -121414.921875 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -121414.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -121465.578125 Penalty: 3408.061279
	Iteration 3Q: 3 clusters Score -121465.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -121500.648438 Penalty: 3408.061279
	Iteration 4Q: 3 clusters Score -121500.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -121526.007812 Penalty: 3408.061279
	Iteration 5Q: 3 clusters Score -121526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -121546.742188 Penalty: 3408.061279
	Iteration 6Q: 3 clusters Score -121546.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -121569.429688 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -121569.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -121590.546875 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -121590.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -121603.546875 Penalty: 3408.061279
	Iteration 9Q: 3 clusters Score -121603.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -121620.812500 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -121620.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -121638.671875 Penalty: 3408.061279
	Iteration 11Q: 3 clusters Score -121638.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -121653.734375 Penalty: 3408.061279
	Iteration 12Q: 3 clusters Score -121653.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -121660.000000 Penalty: 3408.061279
	Iteration 13Q: 3 clusters Score -121660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -121665.179688 Penalty: 3408.061279
	Iteration 14Q: 3 clusters Score -121665.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -121670.492188 Penalty: 3408.061279
	Iteration 15Q: 3 clusters Score -121670.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -121681.109375 Penalty: 3408.061279
	Iteration 16Q: 3 clusters Score -121681.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -121692.820312 Penalty: 3408.061279
	Iteration 17Q: 3 clusters Score -121692.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -121701.375000 Penalty: 3408.061279
	Iteration 18Q: 3 clusters Score -121701.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -121703.226562 Penalty: 3408.061279
	Iteration 19Q: 3 clusters Score -121703.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -121705.765625 Penalty: 3408.061279
	Iteration 20F: 3 clusters Score -121705.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -121708.515625 Penalty: 3408.061279
	Iteration 21Q: 3 clusters Score -121708.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -121710.187500 Penalty: 3408.061279
	Iteration 22Q: 3 clusters Score -121710.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -121712.687500 Penalty: 3408.061279
	Iteration 23Q: 3 clusters Score -121712.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -121718.695312 Penalty: 3408.061279
	Iteration 24Q: 3 clusters Score -121718.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -121721.265625 Penalty: 3408.061279
	Iteration 25Q: 3 clusters Score -121721.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -121722.843750 Penalty: 3408.061279
	Iteration 26Q: 3 clusters Score -121722.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -121722.843750 Penalty: 3408.061279
	Iteration 27F: 3 clusters Score -121722.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (75521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Entering Unmasked Estep 
Score: -10425145.000000 Penalty: 2785.577148
	Iteration 0F: 2 clusters Score -1.042514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -10374287.000000 Penalty: 5571.154297
	Iteration 0F: 3 clusters Score -1.037429e+07 nChanged 35449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -10394616.000000 Penalty: 5571.154297
	Iteration 1F: 3 clusters Score -1.039462e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -10395251.000000 Penalty: 5571.154297
	Iteration 2Q: 3 clusters Score -1.039525e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -10395972.000000 Penalty: 5571.154297
	Iteration 3Q: 3 clusters Score -1.039597e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -10396949.000000 Penalty: 5571.154297
	Iteration 4Q: 3 clusters Score -1.039695e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -10398548.000000 Penalty: 5571.154297
	Iteration 5Q: 3 clusters Score -1.039855e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -10401278.000000 Penalty: 5571.154297
	Iteration 6F: 3 clusters Score -1.040128e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -10405498.000000 Penalty: 5571.154297
	Iteration 7F: 3 clusters Score -1.04055e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 61901 members 
Entering Unmasked Estep 
Score: -10410671.000000 Penalty: 5571.154297
	Iteration 8F: 3 clusters Score -1.041067e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 66841 members 
Entering Unmasked Estep 
Score: -10415447.000000 Penalty: 5571.154297
	Iteration 9F: 3 clusters Score -1.041545e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 70199 members 
Entering Unmasked Estep 
Score: -10418751.000000 Penalty: 5571.154297
	Iteration 10Q: 3 clusters Score -1.041875e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 72099 members 
Entering Unmasked Estep 
Score: -10420600.000000 Penalty: 5571.154297
	Iteration 11Q: 3 clusters Score -1.04206e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 73063 members 
Entering Unmasked Estep 
Score: -10421505.000000 Penalty: 5571.154297
	Iteration 12Q: 3 clusters Score -1.04215e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 73564 members 
Entering Unmasked Estep 
Score: -10422032.000000 Penalty: 5571.154297
	Iteration 13Q: 3 clusters Score -1.042203e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 73835 members 
Entering Unmasked Estep 
Score: -10422294.000000 Penalty: 5571.154297
	Iteration 14Q: 3 clusters Score -1.042229e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 73991 members 
Entering Unmasked Estep 
Score: -10422442.000000 Penalty: 5571.154297
	Iteration 15Q: 3 clusters Score -1.042244e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 74097 members 
Entering Unmasked Estep 
Score: -10422557.000000 Penalty: 5571.154297
	Iteration 16Q: 3 clusters Score -1.042256e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 74176 members 
Entering Unmasked Estep 
Score: -10422650.000000 Penalty: 5571.154297
	Iteration 17Q: 3 clusters Score -1.042265e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 74241 members 
Entering Unmasked Estep 
Score: -10422697.000000 Penalty: 5571.154297
	Iteration 18Q: 3 clusters Score -1.04227e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 74287 members 
Entering Unmasked Estep 
Score: -10422724.000000 Penalty: 5571.154297
	Iteration 19Q: 3 clusters Score -1.042272e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 74312 members 
Entering Unmasked Estep 
Score: -10422764.000000 Penalty: 5571.154297
	Iteration 20F: 3 clusters Score -1.042276e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 74337 members 
Entering Unmasked Estep 
Score: -10422786.000000 Penalty: 5571.154297
	Iteration 21Q: 3 clusters Score -1.042279e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 74359 members 
Entering Unmasked Estep 
Score: -10422782.000000 Penalty: 5571.154297
	Iteration 22Q: 3 clusters Score -1.042278e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 74379 members 
Entering Unmasked Estep 
Score: -10422797.000000 Penalty: 5571.154297
	Iteration 23Q: 3 clusters Score -1.04228e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 74400 members 
Entering Unmasked Estep 
Score: -10422813.000000 Penalty: 5571.154297
	Iteration 24Q: 3 clusters Score -1.042281e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 74413 members 
Entering Unmasked Estep 
Score: -10422812.000000 Penalty: 5571.154297
	Iteration 25Q: 3 clusters Score -1.042281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 74426 members 
Entering Unmasked Estep 
Score: -10422829.000000 Penalty: 5571.154297
	Iteration 26Q: 3 clusters Score -1.042283e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 74432 members 
Entering Unmasked Estep 
Score: -10422824.000000 Penalty: 5571.154297
	Iteration 27Q: 3 clusters Score -1.042282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 74436 members 
Entering Unmasked Estep 
Score: -10422823.000000 Penalty: 5571.154297
	Iteration 28Q: 3 clusters Score -1.042282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 74443 members 
Entering Unmasked Estep 
Score: -10422822.000000 Penalty: 5571.154297
	Iteration 29Q: 3 clusters Score -1.042282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 74449 members 
Entering Unmasked Estep 
Score: -10422832.000000 Penalty: 5571.154297
	Iteration 30Q: 3 clusters Score -1.042283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 74453 members 
Entering Unmasked Estep 
Score: -10422842.000000 Penalty: 5571.154297
	Iteration 31Q: 3 clusters Score -1.042284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 74460 members 
Entering Unmasked Estep 
Score: -10422837.000000 Penalty: 5571.154297
	Iteration 32Q: 3 clusters Score -1.042284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 74466 members 
Entering Unmasked Estep 
Score: -10422832.000000 Penalty: 5571.154297
	Iteration 33Q: 3 clusters Score -1.042283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 74468 members 
Entering Unmasked Estep 
Score: -10422839.000000 Penalty: 5571.154297
	Iteration 34Q: 3 clusters Score -1.042284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 74468 members 
Entering Unmasked Estep 
Score: -10422839.000000 Penalty: 5571.154297
	Iteration 35F: 3 clusters Score -1.042284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70251 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 8 contains 57621 members 
Mstep: Class 9 contains 13902 members 
Mstep: Class 10 contains 161795 members 
Mstep: Class 11 contains 18920 members 
Mstep: Class 12 contains 151208 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37968 members 
Mstep: Class 17 contains 24566 members 
Mstep: Class 18 contains 54632 members 
Mstep: Class 19 contains 184136 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104608.000000 Penalty: 54213.273438
Iteration 439Q: 17 clusters Score -1.161046e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70248 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 8 contains 57623 members 
Mstep: Class 9 contains 13902 members 
Mstep: Class 10 contains 161793 members 
Mstep: Class 11 contains 18920 members 
Mstep: Class 12 contains 151225 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37966 members 
Mstep: Class 17 contains 24566 members 
Mstep: Class 18 contains 54633 members 
Mstep: Class 19 contains 184122 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 75522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104520.000000 Penalty: 54213.273438
Iteration 440F: 17 clusters Score -1.161045e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70234 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57626 members 
Mstep: Class 9 contains 13899 members 
Mstep: Class 10 contains 161794 members 
Mstep: Class 11 contains 18921 members 
Mstep: Class 12 contains 151236 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37966 members 
Mstep: Class 17 contains 24568 members 
Mstep: Class 18 contains 54628 members 
Mstep: Class 19 contains 184121 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104360.000000 Penalty: 54213.273438
Iteration 441Q: 17 clusters Score -1.161044e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70221 members 
Mstep: Class 4 contains 4402 members 
Mstep: Class 8 contains 57628 members 
Mstep: Class 9 contains 13896 members 
Mstep: Class 10 contains 161795 members 
Mstep: Class 11 contains 18922 members 
Mstep: Class 12 contains 151236 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37964 members 
Mstep: Class 17 contains 24571 members 
Mstep: Class 18 contains 54630 members 
Mstep: Class 19 contains 184127 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104448.000000 Penalty: 54213.273438
Iteration 442Q: 17 clusters Score -1.161044e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70204 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57632 members 
Mstep: Class 9 contains 13896 members 
Mstep: Class 10 contains 161803 members 
Mstep: Class 11 contains 18927 members 
Mstep: Class 12 contains 151246 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37958 members 
Mstep: Class 17 contains 24571 members 
Mstep: Class 18 contains 54630 members 
Mstep: Class 19 contains 184129 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104528.000000 Penalty: 54213.273438
Iteration 443Q: 17 clusters Score -1.161045e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70184 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57630 members 
Mstep: Class 9 contains 13894 members 
Mstep: Class 10 contains 161802 members 
Mstep: Class 11 contains 18931 members 
Mstep: Class 12 contains 151263 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37956 members 
Mstep: Class 17 contains 24571 members 
Mstep: Class 18 contains 54632 members 
Mstep: Class 19 contains 184129 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104408.000000 Penalty: 54213.273438
Iteration 444Q: 17 clusters Score -1.161044e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70168 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57631 members 
Mstep: Class 9 contains 13894 members 
Mstep: Class 10 contains 161795 members 
Mstep: Class 11 contains 18930 members 
Mstep: Class 12 contains 151276 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37952 members 
Mstep: Class 17 contains 24572 members 
Mstep: Class 18 contains 54632 members 
Mstep: Class 19 contains 184135 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104456.000000 Penalty: 54213.273438
Iteration 445Q: 17 clusters Score -1.161045e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70153 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57631 members 
Mstep: Class 9 contains 13893 members 
Mstep: Class 10 contains 161798 members 
Mstep: Class 11 contains 18931 members 
Mstep: Class 12 contains 151277 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37944 members 
Mstep: Class 17 contains 24572 members 
Mstep: Class 18 contains 54635 members 
Mstep: Class 19 contains 184144 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104512.000000 Penalty: 54213.273438
Iteration 446Q: 17 clusters Score -1.161045e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70145 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57629 members 
Mstep: Class 9 contains 13892 members 
Mstep: Class 10 contains 161799 members 
Mstep: Class 11 contains 18934 members 
Mstep: Class 12 contains 151276 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37940 members 
Mstep: Class 17 contains 24571 members 
Mstep: Class 18 contains 54635 members 
Mstep: Class 19 contains 184150 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104600.000000 Penalty: 54213.273438
Iteration 447Q: 17 clusters Score -1.161046e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70139 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57628 members 
Mstep: Class 9 contains 13891 members 
Mstep: Class 10 contains 161800 members 
Mstep: Class 11 contains 18937 members 
Mstep: Class 12 contains 151278 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37937 members 
Mstep: Class 17 contains 24572 members 
Mstep: Class 18 contains 54636 members 
Mstep: Class 19 contains 184151 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104544.000000 Penalty: 54213.273438
Iteration 448Q: 17 clusters Score -1.161045e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70133 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57629 members 
Mstep: Class 9 contains 13890 members 
Mstep: Class 10 contains 161796 members 
Mstep: Class 11 contains 18938 members 
Mstep: Class 12 contains 151282 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37937 members 
Mstep: Class 17 contains 24573 members 
Mstep: Class 18 contains 54638 members 
Mstep: Class 19 contains 184152 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104504.000000 Penalty: 54213.273438
Iteration 449Q: 17 clusters Score -1.161045e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70127 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57634 members 
Mstep: Class 9 contains 13891 members 
Mstep: Class 10 contains 161792 members 
Mstep: Class 11 contains 18939 members 
Mstep: Class 12 contains 151285 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37936 members 
Mstep: Class 17 contains 24573 members 
Mstep: Class 18 contains 54635 members 
Mstep: Class 19 contains 184153 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104448.000000 Penalty: 54213.273438
Iteration 450Q: 17 clusters Score -1.161044e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70118 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57637 members 
Mstep: Class 9 contains 13890 members 
Mstep: Class 10 contains 161794 members 
Mstep: Class 11 contains 18943 members 
Mstep: Class 12 contains 151281 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37937 members 
Mstep: Class 17 contains 24574 members 
Mstep: Class 18 contains 54636 members 
Mstep: Class 19 contains 184153 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104512.000000 Penalty: 54213.273438
Iteration 451Q: 17 clusters Score -1.161045e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70110 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57635 members 
Mstep: Class 9 contains 13890 members 
Mstep: Class 10 contains 161797 members 
Mstep: Class 11 contains 18943 members 
Mstep: Class 12 contains 151283 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37937 members 
Mstep: Class 17 contains 24575 members 
Mstep: Class 18 contains 54633 members 
Mstep: Class 19 contains 184158 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104520.000000 Penalty: 54213.273438
Iteration 452Q: 17 clusters Score -1.161045e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70111 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57636 members 
Mstep: Class 9 contains 13891 members 
Mstep: Class 10 contains 161800 members 
Mstep: Class 11 contains 18941 members 
Mstep: Class 12 contains 151278 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37936 members 
Mstep: Class 17 contains 24576 members 
Mstep: Class 18 contains 54632 members 
Mstep: Class 19 contains 184161 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104464.000000 Penalty: 54213.273438
Iteration 453Q: 17 clusters Score -1.161045e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70107 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57635 members 
Mstep: Class 9 contains 13890 members 
Mstep: Class 10 contains 161800 members 
Mstep: Class 11 contains 18941 members 
Mstep: Class 12 contains 151280 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37935 members 
Mstep: Class 17 contains 24575 members 
Mstep: Class 18 contains 54634 members 
Mstep: Class 19 contains 184163 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104448.000000 Penalty: 54213.273438
Iteration 454Q: 17 clusters Score -1.161044e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70104 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57635 members 
Mstep: Class 9 contains 13890 members 
Mstep: Class 10 contains 161802 members 
Mstep: Class 11 contains 18941 members 
Mstep: Class 12 contains 151280 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37935 members 
Mstep: Class 17 contains 24575 members 
Mstep: Class 18 contains 54633 members 
Mstep: Class 19 contains 184166 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104424.000000 Penalty: 54213.273438
Iteration 455Q: 17 clusters Score -1.161044e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70103 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57636 members 
Mstep: Class 9 contains 13888 members 
Mstep: Class 10 contains 161799 members 
Mstep: Class 11 contains 18942 members 
Mstep: Class 12 contains 151291 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37935 members 
Mstep: Class 17 contains 24576 members 
Mstep: Class 18 contains 54634 members 
Mstep: Class 19 contains 184161 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104384.000000 Penalty: 54213.273438
Iteration 456Q: 17 clusters Score -1.161044e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70096 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57639 members 
Mstep: Class 9 contains 13889 members 
Mstep: Class 10 contains 161801 members 
Mstep: Class 11 contains 18943 members 
Mstep: Class 12 contains 151302 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37935 members 
Mstep: Class 17 contains 24578 members 
Mstep: Class 18 contains 54635 members 
Mstep: Class 19 contains 184150 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104488.000000 Penalty: 54213.273438
Iteration 457Q: 17 clusters Score -1.161045e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70087 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57640 members 
Mstep: Class 9 contains 13888 members 
Mstep: Class 10 contains 161796 members 
Mstep: Class 11 contains 18943 members 
Mstep: Class 12 contains 151313 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37935 members 
Mstep: Class 17 contains 24578 members 
Mstep: Class 18 contains 54634 members 
Mstep: Class 19 contains 184159 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104400.000000 Penalty: 54213.273438
Iteration 458Q: 17 clusters Score -1.161044e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70078 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57640 members 
Mstep: Class 9 contains 13888 members 
Mstep: Class 10 contains 161788 members 
Mstep: Class 11 contains 18943 members 
Mstep: Class 12 contains 151326 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37935 members 
Mstep: Class 17 contains 24578 members 
Mstep: Class 18 contains 54634 members 
Mstep: Class 19 contains 184160 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104504.000000 Penalty: 54213.273438
Iteration 459Q: 17 clusters Score -1.161045e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70076 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57642 members 
Mstep: Class 9 contains 13886 members 
Mstep: Class 10 contains 161785 members 
Mstep: Class 11 contains 18945 members 
Mstep: Class 12 contains 151338 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37935 members 
Mstep: Class 17 contains 24578 members 
Mstep: Class 18 contains 54634 members 
Mstep: Class 19 contains 184147 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104528.000000 Penalty: 54213.273438
Iteration 460F: 17 clusters Score -1.161045e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70069 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57644 members 
Mstep: Class 9 contains 13885 members 
Mstep: Class 10 contains 161786 members 
Mstep: Class 11 contains 18946 members 
Mstep: Class 12 contains 151338 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37936 members 
Mstep: Class 17 contains 24579 members 
Mstep: Class 18 contains 54638 members 
Mstep: Class 19 contains 184145 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104504.000000 Penalty: 54213.273438
Iteration 461Q: 17 clusters Score -1.161045e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70065 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57642 members 
Mstep: Class 9 contains 13885 members 
Mstep: Class 10 contains 161786 members 
Mstep: Class 11 contains 18945 members 
Mstep: Class 12 contains 151341 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37936 members 
Mstep: Class 17 contains 24580 members 
Mstep: Class 18 contains 54638 members 
Mstep: Class 19 contains 184148 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104552.000000 Penalty: 54213.273438
Iteration 462Q: 17 clusters Score -1.161046e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70059 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57644 members 
Mstep: Class 9 contains 13884 members 
Mstep: Class 10 contains 161789 members 
Mstep: Class 11 contains 18944 members 
Mstep: Class 12 contains 151343 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37934 members 
Mstep: Class 17 contains 24581 members 
Mstep: Class 18 contains 54638 members 
Mstep: Class 19 contains 184149 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104448.000000 Penalty: 54213.273438
Iteration 463Q: 17 clusters Score -1.161044e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70055 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57646 members 
Mstep: Class 9 contains 13883 members 
Mstep: Class 10 contains 161788 members 
Mstep: Class 11 contains 18947 members 
Mstep: Class 12 contains 151344 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37933 members 
Mstep: Class 17 contains 24584 members 
Mstep: Class 18 contains 54641 members 
Mstep: Class 19 contains 184145 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104360.000000 Penalty: 54213.273438
Iteration 464Q: 17 clusters Score -1.161044e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70052 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57645 members 
Mstep: Class 9 contains 13882 members 
Mstep: Class 10 contains 161790 members 
Mstep: Class 11 contains 18949 members 
Mstep: Class 12 contains 151344 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37933 members 
Mstep: Class 17 contains 24583 members 
Mstep: Class 18 contains 54641 members 
Mstep: Class 19 contains 184144 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104456.000000 Penalty: 54213.273438
Iteration 465Q: 17 clusters Score -1.161045e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70051 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57646 members 
Mstep: Class 9 contains 13881 members 
Mstep: Class 10 contains 161784 members 
Mstep: Class 11 contains 18951 members 
Mstep: Class 12 contains 151341 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37931 members 
Mstep: Class 17 contains 24583 members 
Mstep: Class 18 contains 54645 members 
Mstep: Class 19 contains 184150 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104424.000000 Penalty: 54213.273438
Iteration 466Q: 17 clusters Score -1.161044e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70048 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57649 members 
Mstep: Class 9 contains 13881 members 
Mstep: Class 10 contains 161783 members 
Mstep: Class 11 contains 18951 members 
Mstep: Class 12 contains 151338 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37928 members 
Mstep: Class 17 contains 24584 members 
Mstep: Class 18 contains 54647 members 
Mstep: Class 19 contains 184151 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104440.000000 Penalty: 54213.273438
Iteration 467Q: 17 clusters Score -1.161044e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70044 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57650 members 
Mstep: Class 9 contains 13881 members 
Mstep: Class 10 contains 161781 members 
Mstep: Class 11 contains 18950 members 
Mstep: Class 12 contains 151336 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37927 members 
Mstep: Class 17 contains 24584 members 
Mstep: Class 18 contains 54649 members 
Mstep: Class 19 contains 184154 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104416.000000 Penalty: 54213.273438
Iteration 468Q: 17 clusters Score -1.161044e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70046 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57649 members 
Mstep: Class 9 contains 13881 members 
Mstep: Class 10 contains 161779 members 
Mstep: Class 11 contains 18951 members 
Mstep: Class 12 contains 151335 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37927 members 
Mstep: Class 17 contains 24584 members 
Mstep: Class 18 contains 54650 members 
Mstep: Class 19 contains 184151 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104432.000000 Penalty: 54213.273438
Iteration 469Q: 17 clusters Score -1.161044e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70044 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57647 members 
Mstep: Class 9 contains 13881 members 
Mstep: Class 10 contains 161779 members 
Mstep: Class 11 contains 18951 members 
Mstep: Class 12 contains 151338 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37927 members 
Mstep: Class 17 contains 24582 members 
Mstep: Class 18 contains 54650 members 
Mstep: Class 19 contains 184150 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104432.000000 Penalty: 54213.273438
Iteration 470Q: 17 clusters Score -1.161044e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70043 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57646 members 
Mstep: Class 9 contains 13881 members 
Mstep: Class 10 contains 161778 members 
Mstep: Class 11 contains 18951 members 
Mstep: Class 12 contains 151344 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37926 members 
Mstep: Class 17 contains 24581 members 
Mstep: Class 18 contains 54648 members 
Mstep: Class 19 contains 184150 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104352.000000 Penalty: 54213.273438
Iteration 471Q: 17 clusters Score -1.161044e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70038 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57646 members 
Mstep: Class 9 contains 13881 members 
Mstep: Class 10 contains 161776 members 
Mstep: Class 11 contains 18952 members 
Mstep: Class 12 contains 151342 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37925 members 
Mstep: Class 17 contains 24581 members 
Mstep: Class 18 contains 54648 members 
Mstep: Class 19 contains 184152 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104360.000000 Penalty: 54213.273438
Iteration 472Q: 17 clusters Score -1.161044e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70037 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57641 members 
Mstep: Class 9 contains 13882 members 
Mstep: Class 10 contains 161773 members 
Mstep: Class 11 contains 18952 members 
Mstep: Class 12 contains 151342 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37928 members 
Mstep: Class 17 contains 24583 members 
Mstep: Class 18 contains 54649 members 
Mstep: Class 19 contains 184151 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104368.000000 Penalty: 54213.273438
Iteration 473Q: 17 clusters Score -1.161044e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70031 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57637 members 
Mstep: Class 9 contains 13883 members 
Mstep: Class 10 contains 161777 members 
Mstep: Class 11 contains 18952 members 
Mstep: Class 12 contains 151345 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37927 members 
Mstep: Class 17 contains 24585 members 
Mstep: Class 18 contains 54649 members 
Mstep: Class 19 contains 184153 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104312.000000 Penalty: 54213.273438
Iteration 474Q: 17 clusters Score -1.161043e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70027 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57636 members 
Mstep: Class 9 contains 13881 members 
Mstep: Class 10 contains 161778 members 
Mstep: Class 11 contains 18952 members 
Mstep: Class 12 contains 151351 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37927 members 
Mstep: Class 17 contains 24586 members 
Mstep: Class 18 contains 54650 members 
Mstep: Class 19 contains 184149 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104384.000000 Penalty: 54213.273438
Iteration 475Q: 17 clusters Score -1.161044e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70027 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57638 members 
Mstep: Class 9 contains 13880 members 
Mstep: Class 10 contains 161770 members 
Mstep: Class 11 contains 18952 members 
Mstep: Class 12 contains 151356 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37927 members 
Mstep: Class 17 contains 24587 members 
Mstep: Class 18 contains 54650 members 
Mstep: Class 19 contains 184149 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104368.000000 Penalty: 54213.273438
Iteration 476Q: 17 clusters Score -1.161044e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70026 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57637 members 
Mstep: Class 9 contains 13879 members 
Mstep: Class 10 contains 161767 members 
Mstep: Class 11 contains 18950 members 
Mstep: Class 12 contains 151369 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37927 members 
Mstep: Class 17 contains 24589 members 
Mstep: Class 18 contains 54650 members 
Mstep: Class 19 contains 184142 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104336.000000 Penalty: 54213.273438
Iteration 477Q: 17 clusters Score -1.161043e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70021 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57635 members 
Mstep: Class 9 contains 13877 members 
Mstep: Class 10 contains 161762 members 
Mstep: Class 11 contains 18951 members 
Mstep: Class 12 contains 151379 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37926 members 
Mstep: Class 17 contains 24592 members 
Mstep: Class 18 contains 54650 members 
Mstep: Class 19 contains 184143 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104352.000000 Penalty: 54213.273438
Iteration 478Q: 17 clusters Score -1.161044e+08 nChanged 43
Entering ConstructFrom: 
Score: -116104352.000000 Penalty: 54213.273438
Entering ConstructFrom: 
Trying to split cluster 1 (1217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Entering Unmasked Estep 
Score: -158945.312500 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -158945.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -156855.687500 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -156855.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -157183.531250 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -157183.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -157279.968750 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -157280 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -157334.328125 Penalty: 3523.655518
	Iteration 3Q: 3 clusters Score -157334.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -157357.859375 Penalty: 3523.655518
	Iteration 4Q: 3 clusters Score -157357.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -157365.250000 Penalty: 3523.655518
	Iteration 5Q: 3 clusters Score -157365.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -157378.906250 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -157378.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -157390.609375 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -157390.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -157397.093750 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -157397.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -157399.328125 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -157399.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -157400.125000 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -157400.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -157400.125000 Penalty: 3523.655518
	Iteration 11F: 3 clusters Score -157400.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (70017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Entering Unmasked Estep 
Score: -9700396.000000 Penalty: 2766.810303
	Iteration 0F: 2 clusters Score -9700396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -9653468.000000 Penalty: 5533.620605
	Iteration 0F: 3 clusters Score -9653468 nChanged 32578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -9671805.000000 Penalty: 5533.620605
	Iteration 1F: 3 clusters Score -9671805 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -9672317.000000 Penalty: 5533.620605
	Iteration 2Q: 3 clusters Score -9672317 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -9672859.000000 Penalty: 5533.620605
	Iteration 3Q: 3 clusters Score -9672859 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -9673478.000000 Penalty: 5533.620605
	Iteration 4Q: 3 clusters Score -9673478 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -9674226.000000 Penalty: 5533.620605
	Iteration 5Q: 3 clusters Score -9674226 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -9675375.000000 Penalty: 5533.620605
	Iteration 6Q: 3 clusters Score -9675375 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -9677241.000000 Penalty: 5533.620605
	Iteration 7F: 3 clusters Score -9677241 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -9680370.000000 Penalty: 5533.620605
	Iteration 8F: 3 clusters Score -9680370 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 56081 members 
Entering Unmasked Estep 
Score: -9684939.000000 Penalty: 5533.620605
	Iteration 9F: 3 clusters Score -9684939 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 61665 members 
Entering Unmasked Estep 
Score: -9690174.000000 Penalty: 5533.620605
	Iteration 10F: 3 clusters Score -9690174 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 65922 members 
Entering Unmasked Estep 
Score: -9694325.000000 Penalty: 5533.620605
	Iteration 11F: 3 clusters Score -9694325 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 68236 members 
Entering Unmasked Estep 
Score: -9696494.000000 Penalty: 5533.620605
	Iteration 12Q: 3 clusters Score -9696494 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 69199 members 
Entering Unmasked Estep 
Score: -9697407.000000 Penalty: 5533.620605
	Iteration 13Q: 3 clusters Score -9697407 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 69515 members 
Entering Unmasked Estep 
Score: -9697759.000000 Penalty: 5533.620605
	Iteration 14Q: 3 clusters Score -9697759 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 69628 members 
Entering Unmasked Estep 
Score: -9697923.000000 Penalty: 5533.620605
	Iteration 15Q: 3 clusters Score -9697923 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 69666 members 
Entering Unmasked Estep 
Score: -9698011.000000 Penalty: 5533.620605
	Iteration 16Q: 3 clusters Score -9698011 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 69681 members 
Entering Unmasked Estep 
Score: -9698055.000000 Penalty: 5533.620605
	Iteration 17Q: 3 clusters Score -9698055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 69690 members 
Entering Unmasked Estep 
Score: -9698078.000000 Penalty: 5533.620605
	Iteration 18Q: 3 clusters Score -9698078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 69697 members 
Entering Unmasked Estep 
Score: -9698093.000000 Penalty: 5533.620605
	Iteration 19Q: 3 clusters Score -9698093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 69696 members 
Entering Unmasked Estep 
Score: -9698108.000000 Penalty: 5533.620605
	Iteration 20F: 3 clusters Score -9698108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 69694 members 
Entering Unmasked Estep 
Score: -9698105.000000 Penalty: 5533.620605
	Iteration 21Q: 3 clusters Score -9698105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 69693 members 
Entering Unmasked Estep 
Score: -9698112.000000 Penalty: 5533.620605
	Iteration 22Q: 3 clusters Score -9698112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 69694 members 
Entering Unmasked Estep 
Score: -9698112.000000 Penalty: 5533.620605
	Iteration 23Q: 3 clusters Score -9698112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 69695 members 
Entering Unmasked Estep 
Score: -9698115.000000 Penalty: 5533.620605
	Iteration 24Q: 3 clusters Score -9698115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 69697 members 
Entering Unmasked Estep 
Score: -9698118.000000 Penalty: 5533.620605
	Iteration 25Q: 3 clusters Score -9698118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 69700 members 
Entering Unmasked Estep 
Score: -9698130.000000 Penalty: 5533.620605
	Iteration 26Q: 3 clusters Score -9698130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 69698 members 
Entering Unmasked Estep 
Score: -9698136.000000 Penalty: 5533.620605
	Iteration 27Q: 3 clusters Score -9698136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 69699 members 
Entering Unmasked Estep 
Score: -9698151.000000 Penalty: 5533.620605
	Iteration 28Q: 3 clusters Score -9698151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 69702 members 
Entering Unmasked Estep 
Score: -9698162.000000 Penalty: 5533.620605
	Iteration 29Q: 3 clusters Score -9698162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 69701 members 
Entering Unmasked Estep 
Score: -9698152.000000 Penalty: 5533.620605
	Iteration 30Q: 3 clusters Score -9698152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 69702 members 
Entering Unmasked Estep 
Score: -9698165.000000 Penalty: 5533.620605
	Iteration 31Q: 3 clusters Score -9698165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 69703 members 
Entering Unmasked Estep 
Score: -9698168.000000 Penalty: 5533.620605
	Iteration 32Q: 3 clusters Score -9698168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -9698171.000000 Penalty: 5533.620605
	Iteration 33Q: 3 clusters Score -9698171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -9698171.000000 Penalty: 5533.620605
	Iteration 34Q: 3 clusters Score -9698171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -9698174.000000 Penalty: 5533.620605
	Iteration 35Q: 3 clusters Score -9698174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -9698171.000000 Penalty: 5533.620605
	Iteration 36Q: 3 clusters Score -9698171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -9698182.000000 Penalty: 5533.620605
	Iteration 37Q: 3 clusters Score -9698182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 69708 members 
Entering Unmasked Estep 
Score: -9698186.000000 Penalty: 5533.620605
	Iteration 38Q: 3 clusters Score -9698186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 69710 members 
Entering Unmasked Estep 
Score: -9698185.000000 Penalty: 5533.620605
	Iteration 39Q: 3 clusters Score -9698185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 69710 members 
Entering Unmasked Estep 
Score: -9698190.000000 Penalty: 5533.620605
	Iteration 40F: 3 clusters Score -9698190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 69709 members 
Entering Unmasked Estep 
Score: -9698188.000000 Penalty: 5533.620605
	Iteration 41Q: 3 clusters Score -9698188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 69709 members 
Entering Unmasked Estep 
Score: -9698188.000000 Penalty: 5533.620605
	Iteration 42F: 3 clusters Score -9698188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Entering Unmasked Estep 
Score: -579639.812500 Penalty: 2080.617676
	Iteration 0F: 2 clusters Score -579639.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -575459.500000 Penalty: 4161.235352
	Iteration 0F: 3 clusters Score -575459.5 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -576459.937500 Penalty: 4161.235352
	Iteration 1F: 3 clusters Score -576459.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -576767.187500 Penalty: 4161.235352
	Iteration 2F: 3 clusters Score -576767.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -577024.187500 Penalty: 4161.235352
	Iteration 3F: 3 clusters Score -577024.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -577235.437500 Penalty: 4161.235352
	Iteration 4F: 3 clusters Score -577235.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -577415.750000 Penalty: 4161.235352
	Iteration 5F: 3 clusters Score -577415.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -577592.500000 Penalty: 4161.235352
	Iteration 6Q: 3 clusters Score -577592.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -577752.375000 Penalty: 4161.235352
	Iteration 7Q: 3 clusters Score -577752.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -577890.000000 Penalty: 4161.235352
	Iteration 8Q: 3 clusters Score -577890 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -577989.750000 Penalty: 4161.235352
	Iteration 9Q: 3 clusters Score -577989.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -578070.562500 Penalty: 4161.235352
	Iteration 10Q: 3 clusters Score -578070.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -578128.687500 Penalty: 4161.235352
	Iteration 11Q: 3 clusters Score -578128.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -578170.562500 Penalty: 4161.235352
	Iteration 12Q: 3 clusters Score -578170.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -578211.562500 Penalty: 4161.235352
	Iteration 13Q: 3 clusters Score -578211.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -578237.687500 Penalty: 4161.235352
	Iteration 14Q: 3 clusters Score -578237.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -578251.937500 Penalty: 4161.235352
	Iteration 15Q: 3 clusters Score -578251.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -578264.125000 Penalty: 4161.235352
	Iteration 16Q: 3 clusters Score -578264.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -578271.500000 Penalty: 4161.235352
	Iteration 17Q: 3 clusters Score -578271.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -578277.750000 Penalty: 4161.235352
	Iteration 18Q: 3 clusters Score -578277.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -578280.750000 Penalty: 4161.235352
	Iteration 19Q: 3 clusters Score -578280.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -578286.500000 Penalty: 4161.235352
	Iteration 20F: 3 clusters Score -578286.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -578288.437500 Penalty: 4161.235352
	Iteration 21Q: 3 clusters Score -578288.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -578292.000000 Penalty: 4161.235352
	Iteration 22Q: 3 clusters Score -578292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -578295.500000 Penalty: 4161.235352
	Iteration 23Q: 3 clusters Score -578295.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -578298.437500 Penalty: 4161.235352
	Iteration 24Q: 3 clusters Score -578298.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -578299.375000 Penalty: 4161.235352
	Iteration 25Q: 3 clusters Score -578299.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -578300.562500 Penalty: 4161.235352
	Iteration 26Q: 3 clusters Score -578300.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -578301.937500 Penalty: 4161.235352
	Iteration 27Q: 3 clusters Score -578301.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -578302.500000 Penalty: 4161.235352
	Iteration 28Q: 3 clusters Score -578302.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -578306.312500 Penalty: 4161.235352
	Iteration 29Q: 3 clusters Score -578306.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -578308.875000 Penalty: 4161.235352
	Iteration 30Q: 3 clusters Score -578308.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -578309.312500 Penalty: 4161.235352
	Iteration 31Q: 3 clusters Score -578309.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -578309.312500 Penalty: 4161.235352
	Iteration 32F: 3 clusters Score -578309.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (57636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Entering Unmasked Estep 
Score: -7749520.000000 Penalty: 2718.551758
	Iteration 0F: 2 clusters Score -7749520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -7710600.000000 Penalty: 5437.103516
	Iteration 0F: 3 clusters Score -7710600 nChanged 26904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -7725585.000000 Penalty: 5437.103516
	Iteration 1F: 3 clusters Score -7725585 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -7726189.500000 Penalty: 5437.103516
	Iteration 2Q: 3 clusters Score -7726190 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -7726732.000000 Penalty: 5437.103516
	Iteration 3Q: 3 clusters Score -7726732 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -7727277.000000 Penalty: 5437.103516
	Iteration 4Q: 3 clusters Score -7727277 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -7727877.000000 Penalty: 5437.103516
	Iteration 5Q: 3 clusters Score -7727877 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -7728632.500000 Penalty: 5437.103516
	Iteration 6Q: 3 clusters Score -7728632 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -7729583.500000 Penalty: 5437.103516
	Iteration 7Q: 3 clusters Score -7729584 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -7730869.500000 Penalty: 5437.103516
	Iteration 8Q: 3 clusters Score -7730870 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -7732335.000000 Penalty: 5437.103516
	Iteration 9Q: 3 clusters Score -7732335 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -7733832.000000 Penalty: 5437.103516
	Iteration 10Q: 3 clusters Score -7733832 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -7735201.500000 Penalty: 5437.103516
	Iteration 11Q: 3 clusters Score -7735202 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -7736286.000000 Penalty: 5437.103516
	Iteration 12Q: 3 clusters Score -7736286 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -7737057.000000 Penalty: 5437.103516
	Iteration 13Q: 3 clusters Score -7737057 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -7737626.000000 Penalty: 5437.103516
	Iteration 14Q: 3 clusters Score -7737626 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -7738229.000000 Penalty: 5437.103516
	Iteration 15Q: 3 clusters Score -7738229 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -7738779.500000 Penalty: 5437.103516
	Iteration 16Q: 3 clusters Score -7738780 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -7739318.500000 Penalty: 5437.103516
	Iteration 17Q: 3 clusters Score -7739318 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -7740007.000000 Penalty: 5437.103516
	Iteration 18Q: 3 clusters Score -7740007 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -7740794.000000 Penalty: 5437.103516
	Iteration 19Q: 3 clusters Score -7740794 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -7741649.000000 Penalty: 5437.103516
	Iteration 20F: 3 clusters Score -7741649 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -7742339.500000 Penalty: 5437.103516
	Iteration 21Q: 3 clusters Score -7742340 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -7743022.500000 Penalty: 5437.103516
	Iteration 22Q: 3 clusters Score -7743022 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7743721 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -7744306.500000 Penalty: 5437.103516
	Iteration 24Q: 3 clusters Score -7744306 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -7744772.000000 Penalty: 5437.103516
	Iteration 25Q: 3 clusters Score -7744772 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -7745186.500000 Penalty: 5437.103516
	Iteration 26Q: 3 clusters Score -7745186 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -7745547.500000 Penalty: 5437.103516
	Iteration 27Q: 3 clusters Score -7745548 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7745852 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -7746115.000000 Penalty: 5437.103516
	Iteration 29Q: 3 clusters Score -7746115 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7746266 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7746389 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -7746516.500000 Penalty: 5437.103516
	Iteration 32Q: 3 clusters Score -7746516 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7746654 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -7746720.500000 Penalty: 5437.103516
	Iteration 34Q: 3 clusters Score -7746720 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7746774 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -7746835.000000 Penalty: 5437.103516
	Iteration 36Q: 3 clusters Score -7746835 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -7746904.500000 Penalty: 5437.103516
	Iteration 37Q: 3 clusters Score -7746904 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7746927 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -7746960.000000 Penalty: 5437.103516
	Iteration 39Q: 3 clusters Score -7746960 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7747000 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52747 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -7747011.000000 Penalty: 5437.103516
	Iteration 41Q: 3 clusters Score -7747011 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52888 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7747047 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7747074 nChanged 125
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Mstep: Class 1 contains 53124 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7747094 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53219 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -7747133.000000 Penalty: 5437.103516
	Iteration 45Q: 3 clusters Score -7747133 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7747134 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53378 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -7747161.500000 Penalty: 5437.103516
	Iteration 47Q: 3 clusters Score -7747162 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53460 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -7747170.500000 Penalty: 5437.103516
	Iteration 48Q: 3 clusters Score -7747170 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -7747186.000000 Penalty: 5437.103516
	Iteration 49Q: 3 clusters Score -7747186 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -7747211.000000 Penalty: 5437.103516
	Iteration 50Q: 3 clusters Score -7747211 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7747210 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -7747221.000000 Penalty: 5437.103516
	Iteration 52Q: 3 clusters Score -7747221 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7747257 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7747269 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53948 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7747290 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54007 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -7747309.500000 Penalty: 5437.103516
	Iteration 56Q: 3 clusters Score -7747310 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7747334 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -7747352.500000 Penalty: 5437.103516
	Iteration 58Q: 3 clusters Score -7747352 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7747365 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54262 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -7747378.500000 Penalty: 5437.103516
	Iteration 60F: 3 clusters Score -7747378 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7747409 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -7747408.000000 Penalty: 5437.103516
	Iteration 62Q: 3 clusters Score -7747408 nChanged 74
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Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -7747417.000000 Penalty: 5437.103516
	Iteration 63Q: 3 clusters Score -7747417 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7747457 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7747472 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -7747496.500000 Penalty: 5437.103516
	Iteration 66Q: 3 clusters Score -7747496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7747490 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7747504 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -7747517.000000 Penalty: 5437.103516
	Iteration 69Q: 3 clusters Score -7747517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54727 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -7747515.500000 Penalty: 5437.103516
	Iteration 70Q: 3 clusters Score -7747516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7747518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7747525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -7747540.000000 Penalty: 5437.103516
	Iteration 73Q: 3 clusters Score -7747540 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54804 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -7747541.000000 Penalty: 5437.103516
	Iteration 74Q: 3 clusters Score -7747541 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54825 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7747549 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54844 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7747557 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54864 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7747548 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -7747545.000000 Penalty: 5437.103516
	Iteration 78Q: 3 clusters Score -7747545 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54895 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7747543 nChanged 19
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Mstep: Class 1 contains 54910 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7747544 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54922 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -7747555.000000 Penalty: 5437.103516
	Iteration 81Q: 3 clusters Score -7747555 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7747556 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54955 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -7747563.000000 Penalty: 5437.103516
	Iteration 83Q: 3 clusters Score -7747563 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7747559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54982 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -7747578.500000 Penalty: 5437.103516
	Iteration 85Q: 3 clusters Score -7747578 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54998 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -7747573.500000 Penalty: 5437.103516
	Iteration 86Q: 3 clusters Score -7747574 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -7747572.500000 Penalty: 5437.103516
	Iteration 87Q: 3 clusters Score -7747572 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55027 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7747578 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55042 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7747580 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55052 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7747584 nChanged 11
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Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7747574 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55072 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7747578 nChanged 13
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Mstep: Class 1 contains 55083 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7747587 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55096 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7747592 nChanged 12
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Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7747590 nChanged 14
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Mstep: Class 1 contains 55118 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7747599 nChanged 7
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Mstep: Class 1 contains 55125 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7747590 nChanged 10
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7747592 nChanged 6
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Mstep: Class 1 contains 55141 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7747586 nChanged 9
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Mstep: Class 1 contains 55146 members 
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Entering Unmasked Estep 
Score: -7747600.500000 Penalty: 5437.103516
	Iteration 100F: 3 clusters Score -7747600 nChanged 8
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Mstep: Class 1 contains 55150 members 
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Entering Unmasked Estep 
Score: -7747598.500000 Penalty: 5437.103516
	Iteration 101Q: 3 clusters Score -7747598 nChanged 8
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Mstep: Class 1 contains 55156 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7747598 nChanged 9
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Mstep: Class 1 contains 55165 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7747604 nChanged 5
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Mstep: Class 1 contains 55168 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7747608 nChanged 5
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7747607 nChanged 6
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7747608 nChanged 5
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	Iteration 107Q: 3 clusters Score -7747610 nChanged 4
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Mstep: Class 1 contains 55186 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7747602 nChanged 9
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Entering Unmasked Estep 
Score: -7747615.000000 Penalty: 5437.103516
	Iteration 109Q: 3 clusters Score -7747615 nChanged 5
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Entering Unmasked Estep 
Score: -7747611.000000 Penalty: 5437.103516
	Iteration 110Q: 3 clusters Score -7747611 nChanged 7
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Mstep: Class 1 contains 55199 members 
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Entering Unmasked Estep 
Score: -7747617.500000 Penalty: 5437.103516
	Iteration 111Q: 3 clusters Score -7747618 nChanged 6
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7747610 nChanged 5
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7747612 nChanged 4
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Entering Unmasked Estep 
Score: -7747616.500000 Penalty: 5437.103516
	Iteration 114Q: 3 clusters Score -7747616 nChanged 1
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Entering Unmasked Estep 
Score: -7747616.500000 Penalty: 5437.103516
	Iteration 115Q: 3 clusters Score -7747616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -7747611.500000 Penalty: 5437.103516
	Iteration 116Q: 3 clusters Score -7747612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -7747609.500000 Penalty: 5437.103516
	Iteration 117Q: 3 clusters Score -7747610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55216 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -7747610.500000 Penalty: 5437.103516
	Iteration 118Q: 3 clusters Score -7747610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -7747608.000000 Penalty: 5437.103516
	Iteration 119Q: 3 clusters Score -7747608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -7747608.000000 Penalty: 5437.103516
	Iteration 120F: 3 clusters Score -7747608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Entering Unmasked Estep 
Score: -1821134.875000 Penalty: 2365.403320
	Iteration 0F: 2 clusters Score -1821135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1811029.125000 Penalty: 4730.806641
	Iteration 0F: 3 clusters Score -1811029 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1814307.000000 Penalty: 4730.806641
	Iteration 1F: 3 clusters Score -1814307 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1814625.000000 Penalty: 4730.806641
	Iteration 2F: 3 clusters Score -1814625 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1814866.750000 Penalty: 4730.806641
	Iteration 3Q: 3 clusters Score -1814867 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1815058.500000 Penalty: 4730.806641
	Iteration 4Q: 3 clusters Score -1815058 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1815232.125000 Penalty: 4730.806641
	Iteration 5Q: 3 clusters Score -1815232 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1815378.750000 Penalty: 4730.806641
	Iteration 6Q: 3 clusters Score -1815379 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1815519.875000 Penalty: 4730.806641
	Iteration 7Q: 3 clusters Score -1815520 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1815647.625000 Penalty: 4730.806641
	Iteration 8Q: 3 clusters Score -1815648 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1815754.875000 Penalty: 4730.806641
	Iteration 9Q: 3 clusters Score -1815755 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1815874.125000 Penalty: 4730.806641
	Iteration 10Q: 3 clusters Score -1815874 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1816011.625000 Penalty: 4730.806641
	Iteration 11Q: 3 clusters Score -1816012 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1816151.875000 Penalty: 4730.806641
	Iteration 12Q: 3 clusters Score -1816152 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1816313.000000 Penalty: 4730.806641
	Iteration 13Q: 3 clusters Score -1816313 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1816523.750000 Penalty: 4730.806641
	Iteration 14Q: 3 clusters Score -1816524 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1816761.250000 Penalty: 4730.806641
	Iteration 15Q: 3 clusters Score -1816761 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1816964.125000 Penalty: 4730.806641
	Iteration 16Q: 3 clusters Score -1816964 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1817143.500000 Penalty: 4730.806641
	Iteration 17Q: 3 clusters Score -1817144 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1817297.375000 Penalty: 4730.806641
	Iteration 18Q: 3 clusters Score -1817297 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1817468.125000 Penalty: 4730.806641
	Iteration 19Q: 3 clusters Score -1817468 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1817620.250000 Penalty: 4730.806641
	Iteration 20F: 3 clusters Score -1817620 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1817744.000000 Penalty: 4730.806641
	Iteration 21Q: 3 clusters Score -1817744 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1817869.000000 Penalty: 4730.806641
	Iteration 22Q: 3 clusters Score -1817869 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1817996.250000 Penalty: 4730.806641
	Iteration 23Q: 3 clusters Score -1817996 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1818139.250000 Penalty: 4730.806641
	Iteration 24Q: 3 clusters Score -1818139 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1818257.000000 Penalty: 4730.806641
	Iteration 25Q: 3 clusters Score -1818257 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1818358.500000 Penalty: 4730.806641
	Iteration 26Q: 3 clusters Score -1818358 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1818463.875000 Penalty: 4730.806641
	Iteration 27Q: 3 clusters Score -1818464 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1818565.500000 Penalty: 4730.806641
	Iteration 28Q: 3 clusters Score -1818566 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1818659.125000 Penalty: 4730.806641
	Iteration 29Q: 3 clusters Score -1818659 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1818747.750000 Penalty: 4730.806641
	Iteration 30Q: 3 clusters Score -1818748 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1818813.125000 Penalty: 4730.806641
	Iteration 31Q: 3 clusters Score -1818813 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1818888.250000 Penalty: 4730.806641
	Iteration 32Q: 3 clusters Score -1818888 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1818943.375000 Penalty: 4730.806641
	Iteration 33Q: 3 clusters Score -1818943 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1818993.500000 Penalty: 4730.806641
	Iteration 34Q: 3 clusters Score -1818994 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1819022.000000 Penalty: 4730.806641
	Iteration 35Q: 3 clusters Score -1819022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1819036.000000 Penalty: 4730.806641
	Iteration 36Q: 3 clusters Score -1819036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1819053.125000 Penalty: 4730.806641
	Iteration 37Q: 3 clusters Score -1819053 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1819067.000000 Penalty: 4730.806641
	Iteration 38Q: 3 clusters Score -1819067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1819073.250000 Penalty: 4730.806641
	Iteration 39Q: 3 clusters Score -1819073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1819085.875000 Penalty: 4730.806641
	Iteration 40F: 3 clusters Score -1819086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1819094.875000 Penalty: 4730.806641
	Iteration 41Q: 3 clusters Score -1819095 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1819111.125000 Penalty: 4730.806641
	Iteration 42Q: 3 clusters Score -1819111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1819129.625000 Penalty: 4730.806641
	Iteration 43Q: 3 clusters Score -1819130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1819141.750000 Penalty: 4730.806641
	Iteration 44Q: 3 clusters Score -1819142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1819151.250000 Penalty: 4730.806641
	Iteration 45Q: 3 clusters Score -1819151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1819159.750000 Penalty: 4730.806641
	Iteration 46Q: 3 clusters Score -1819160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1819170.125000 Penalty: 4730.806641
	Iteration 47Q: 3 clusters Score -1819170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1819178.250000 Penalty: 4730.806641
	Iteration 48Q: 3 clusters Score -1819178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1819185.750000 Penalty: 4730.806641
	Iteration 49Q: 3 clusters Score -1819186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1819188.875000 Penalty: 4730.806641
	Iteration 50Q: 3 clusters Score -1819189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1819198.250000 Penalty: 4730.806641
	Iteration 51Q: 3 clusters Score -1819198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1819200.625000 Penalty: 4730.806641
	Iteration 52Q: 3 clusters Score -1819201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1819204.750000 Penalty: 4730.806641
	Iteration 53Q: 3 clusters Score -1819205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1819210.875000 Penalty: 4730.806641
	Iteration 54Q: 3 clusters Score -1819211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1819218.875000 Penalty: 4730.806641
	Iteration 55Q: 3 clusters Score -1819219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1819224.625000 Penalty: 4730.806641
	Iteration 56Q: 3 clusters Score -1819225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1819228.125000 Penalty: 4730.806641
	Iteration 57Q: 3 clusters Score -1819228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1819230.625000 Penalty: 4730.806641
	Iteration 58Q: 3 clusters Score -1819231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1819234.625000 Penalty: 4730.806641
	Iteration 59Q: 3 clusters Score -1819235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1819235.000000 Penalty: 4730.806641
	Iteration 60F: 3 clusters Score -1819235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (161752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161752 members 
Entering Unmasked Estep 
Score: -22302252.000000 Penalty: 2974.467285
	Iteration 0F: 2 clusters Score -2.230225e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80772 members 
Mstep: Class 2 contains 80980 members 
Entering Unmasked Estep 
Score: -22196428.000000 Penalty: 5948.934570
	Iteration 0F: 3 clusters Score -2.219643e+07 nChanged 77127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81537 members 
Mstep: Class 2 contains 80215 members 
Entering Unmasked Estep 
Score: -22241064.000000 Penalty: 5948.934570
	Iteration 1F: 3 clusters Score -2.224106e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81825 members 
Mstep: Class 2 contains 79927 members 
Entering Unmasked Estep 
Score: -22241878.000000 Penalty: 5948.934570
	Iteration 2Q: 3 clusters Score -2.224188e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82193 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -22242630.000000 Penalty: 5948.934570
	Iteration 3Q: 3 clusters Score -2.224263e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82613 members 
Mstep: Class 2 contains 79139 members 
Entering Unmasked Estep 
Score: -22243854.000000 Penalty: 5948.934570
	Iteration 4Q: 3 clusters Score -2.224385e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83409 members 
Mstep: Class 2 contains 78343 members 
Entering Unmasked Estep 
Score: -22245464.000000 Penalty: 5948.934570
	Iteration 5Q: 3 clusters Score -2.224546e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84478 members 
Mstep: Class 2 contains 77274 members 
Entering Unmasked Estep 
Score: -22247764.000000 Penalty: 5948.934570
	Iteration 6Q: 3 clusters Score -2.224776e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85964 members 
Mstep: Class 2 contains 75788 members 
Entering Unmasked Estep 
Score: -22250820.000000 Penalty: 5948.934570
	Iteration 7Q: 3 clusters Score -2.225082e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87903 members 
Mstep: Class 2 contains 73849 members 
Entering Unmasked Estep 
Score: -22255608.000000 Penalty: 5948.934570
	Iteration 8F: 3 clusters Score -2.225561e+07 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90122 members 
Mstep: Class 2 contains 71630 members 
Entering Unmasked Estep 
Score: -22262302.000000 Penalty: 5948.934570
	Iteration 9F: 3 clusters Score -2.22623e+07 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92355 members 
Mstep: Class 2 contains 69397 members 
Entering Unmasked Estep 
Score: -22270306.000000 Penalty: 5948.934570
	Iteration 10F: 3 clusters Score -2.227031e+07 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94216 members 
Mstep: Class 2 contains 67536 members 
Entering Unmasked Estep 
Score: -22275656.000000 Penalty: 5948.934570
	Iteration 11F: 3 clusters Score -2.227566e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95873 members 
Mstep: Class 2 contains 65879 members 
Entering Unmasked Estep 
Score: -22277540.000000 Penalty: 5948.934570
	Iteration 12Q: 3 clusters Score -2.227754e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97395 members 
Mstep: Class 2 contains 64357 members 
Entering Unmasked Estep 
Score: -22278178.000000 Penalty: 5948.934570
	Iteration 13Q: 3 clusters Score -2.227818e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98979 members 
Mstep: Class 2 contains 62773 members 
Entering Unmasked Estep 
Score: -22278754.000000 Penalty: 5948.934570
	Iteration 14Q: 3 clusters Score -2.227875e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100683 members 
Mstep: Class 2 contains 61069 members 
Entering Unmasked Estep 
Score: -22279358.000000 Penalty: 5948.934570
	Iteration 15Q: 3 clusters Score -2.227936e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102489 members 
Mstep: Class 2 contains 59263 members 
Entering Unmasked Estep 
Score: -22279888.000000 Penalty: 5948.934570
	Iteration 16Q: 3 clusters Score -2.227989e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104401 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -22280564.000000 Penalty: 5948.934570
	Iteration 17Q: 3 clusters Score -2.228056e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106388 members 
Mstep: Class 2 contains 55364 members 
Entering Unmasked Estep 
Score: -22281276.000000 Penalty: 5948.934570
	Iteration 18Q: 3 clusters Score -2.228128e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108566 members 
Mstep: Class 2 contains 53186 members 
Entering Unmasked Estep 
Score: -22282128.000000 Penalty: 5948.934570
	Iteration 19Q: 3 clusters Score -2.228213e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110854 members 
Mstep: Class 2 contains 50898 members 
Entering Unmasked Estep 
Score: -22283048.000000 Penalty: 5948.934570
	Iteration 20F: 3 clusters Score -2.228305e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113173 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -22283882.000000 Penalty: 5948.934570
	Iteration 21Q: 3 clusters Score -2.228388e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115402 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -22284876.000000 Penalty: 5948.934570
	Iteration 22Q: 3 clusters Score -2.228488e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117711 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -22285834.000000 Penalty: 5948.934570
	Iteration 23Q: 3 clusters Score -2.228583e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119985 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -22286654.000000 Penalty: 5948.934570
	Iteration 24Q: 3 clusters Score -2.228665e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122168 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -22287522.000000 Penalty: 5948.934570
	Iteration 25Q: 3 clusters Score -2.228752e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124327 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -22288420.000000 Penalty: 5948.934570
	Iteration 26Q: 3 clusters Score -2.228842e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126554 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -22289298.000000 Penalty: 5948.934570
	Iteration 27Q: 3 clusters Score -2.22893e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128690 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -22290052.000000 Penalty: 5948.934570
	Iteration 28Q: 3 clusters Score -2.229005e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130777 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -22290938.000000 Penalty: 5948.934570
	Iteration 29Q: 3 clusters Score -2.229094e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132808 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -22291836.000000 Penalty: 5948.934570
	Iteration 30Q: 3 clusters Score -2.229184e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134857 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -22292602.000000 Penalty: 5948.934570
	Iteration 31Q: 3 clusters Score -2.22926e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136921 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -22293356.000000 Penalty: 5948.934570
	Iteration 32Q: 3 clusters Score -2.229336e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138933 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -22294186.000000 Penalty: 5948.934570
	Iteration 33Q: 3 clusters Score -2.229419e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140899 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -22294914.000000 Penalty: 5948.934570
	Iteration 34Q: 3 clusters Score -2.229491e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142773 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -22295574.000000 Penalty: 5948.934570
	Iteration 35Q: 3 clusters Score -2.229557e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144524 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -22296336.000000 Penalty: 5948.934570
	Iteration 36Q: 3 clusters Score -2.229634e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146242 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -22296886.000000 Penalty: 5948.934570
	Iteration 37Q: 3 clusters Score -2.229689e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147938 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -22297456.000000 Penalty: 5948.934570
	Iteration 38Q: 3 clusters Score -2.229746e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149537 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -22297862.000000 Penalty: 5948.934570
	Iteration 39Q: 3 clusters Score -2.229786e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150980 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -22298354.000000 Penalty: 5948.934570
	Iteration 40F: 3 clusters Score -2.229835e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152347 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -22298882.000000 Penalty: 5948.934570
	Iteration 41Q: 3 clusters Score -2.229888e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153629 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -22299152.000000 Penalty: 5948.934570
	Iteration 42Q: 3 clusters Score -2.229915e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154751 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -22299272.000000 Penalty: 5948.934570
	Iteration 43Q: 3 clusters Score -2.229927e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155756 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -22299496.000000 Penalty: 5948.934570
	Iteration 44Q: 3 clusters Score -2.22995e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156592 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -22299682.000000 Penalty: 5948.934570
	Iteration 45Q: 3 clusters Score -2.229968e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157286 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -22299780.000000 Penalty: 5948.934570
	Iteration 46Q: 3 clusters Score -2.229978e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157846 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -22299954.000000 Penalty: 5948.934570
	Iteration 47Q: 3 clusters Score -2.229995e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158288 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -22300006.000000 Penalty: 5948.934570
	Iteration 48Q: 3 clusters Score -2.230001e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158654 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -22300046.000000 Penalty: 5948.934570
	Iteration 49Q: 3 clusters Score -2.230005e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158956 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -22300124.000000 Penalty: 5948.934570
	Iteration 50Q: 3 clusters Score -2.230012e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159208 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -22300158.000000 Penalty: 5948.934570
	Iteration 51Q: 3 clusters Score -2.230016e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159410 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -22300128.000000 Penalty: 5948.934570
	Iteration 52Q: 3 clusters Score -2.230013e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159566 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -22300130.000000 Penalty: 5948.934570
	Iteration 53Q: 3 clusters Score -2.230013e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159700 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -22300146.000000 Penalty: 5948.934570
	Iteration 54Q: 3 clusters Score -2.230015e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159805 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -22300154.000000 Penalty: 5948.934570
	Iteration 55Q: 3 clusters Score -2.230015e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159895 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -22300148.000000 Penalty: 5948.934570
	Iteration 56Q: 3 clusters Score -2.230015e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159977 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -22300140.000000 Penalty: 5948.934570
	Iteration 57Q: 3 clusters Score -2.230014e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160055 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -22300156.000000 Penalty: 5948.934570
	Iteration 58Q: 3 clusters Score -2.230016e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160121 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -22300150.000000 Penalty: 5948.934570
	Iteration 59Q: 3 clusters Score -2.230015e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160165 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -22300146.000000 Penalty: 5948.934570
	Iteration 60F: 3 clusters Score -2.230015e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160204 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -22300154.000000 Penalty: 5948.934570
	Iteration 61Q: 3 clusters Score -2.230015e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160237 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -22300156.000000 Penalty: 5948.934570
	Iteration 62Q: 3 clusters Score -2.230016e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160259 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -22300168.000000 Penalty: 5948.934570
	Iteration 63Q: 3 clusters Score -2.230017e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160285 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -22300164.000000 Penalty: 5948.934570
	Iteration 64Q: 3 clusters Score -2.230016e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160304 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -22300158.000000 Penalty: 5948.934570
	Iteration 65Q: 3 clusters Score -2.230016e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160318 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -22300148.000000 Penalty: 5948.934570
	Iteration 66Q: 3 clusters Score -2.230015e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160333 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -22300158.000000 Penalty: 5948.934570
	Iteration 67Q: 3 clusters Score -2.230016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160347 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -22300176.000000 Penalty: 5948.934570
	Iteration 68Q: 3 clusters Score -2.230018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160358 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -22300160.000000 Penalty: 5948.934570
	Iteration 69Q: 3 clusters Score -2.230016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160372 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -22300170.000000 Penalty: 5948.934570
	Iteration 70Q: 3 clusters Score -2.230017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160382 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -22300168.000000 Penalty: 5948.934570
	Iteration 71Q: 3 clusters Score -2.230017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160389 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -22300152.000000 Penalty: 5948.934570
	Iteration 72Q: 3 clusters Score -2.230015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160401 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -22300136.000000 Penalty: 5948.934570
	Iteration 73Q: 3 clusters Score -2.230014e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160417 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -22300110.000000 Penalty: 5948.934570
	Iteration 74Q: 3 clusters Score -2.230011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160429 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -22300122.000000 Penalty: 5948.934570
	Iteration 75Q: 3 clusters Score -2.230012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160438 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -22300118.000000 Penalty: 5948.934570
	Iteration 76Q: 3 clusters Score -2.230012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160443 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -22300100.000000 Penalty: 5948.934570
	Iteration 77Q: 3 clusters Score -2.23001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160453 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -22300118.000000 Penalty: 5948.934570
	Iteration 78Q: 3 clusters Score -2.230012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160458 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -22300108.000000 Penalty: 5948.934570
	Iteration 79Q: 3 clusters Score -2.230011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160458 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -22300108.000000 Penalty: 5948.934570
	Iteration 80F: 3 clusters Score -2.230011e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Entering Unmasked Estep 
Score: -2648795.500000 Penalty: 2442.729736
	Iteration 0F: 2 clusters Score -2648796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2635319.250000 Penalty: 4885.459473
	Iteration 0F: 3 clusters Score -2635319 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2639639.250000 Penalty: 4885.459473
	Iteration 1F: 3 clusters Score -2639639 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2640007.000000 Penalty: 4885.459473
	Iteration 2F: 3 clusters Score -2640007 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2640314.500000 Penalty: 4885.459473
	Iteration 3Q: 3 clusters Score -2640314 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2640543.250000 Penalty: 4885.459473
	Iteration 4Q: 3 clusters Score -2640543 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2640780.000000 Penalty: 4885.459473
	Iteration 5Q: 3 clusters Score -2640780 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2641071.750000 Penalty: 4885.459473
	Iteration 6Q: 3 clusters Score -2641072 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2641456.000000 Penalty: 4885.459473
	Iteration 7Q: 3 clusters Score -2641456 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2641971.000000 Penalty: 4885.459473
	Iteration 8Q: 3 clusters Score -2641971 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2642680.750000 Penalty: 4885.459473
	Iteration 9F: 3 clusters Score -2642681 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2643549.500000 Penalty: 4885.459473
	Iteration 10F: 3 clusters Score -2643550 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2644460.250000 Penalty: 4885.459473
	Iteration 11F: 3 clusters Score -2644460 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2645273.750000 Penalty: 4885.459473
	Iteration 12Q: 3 clusters Score -2645274 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2645828.500000 Penalty: 4885.459473
	Iteration 13Q: 3 clusters Score -2645828 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2646170.000000 Penalty: 4885.459473
	Iteration 14Q: 3 clusters Score -2646170 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2646365.750000 Penalty: 4885.459473
	Iteration 15Q: 3 clusters Score -2646366 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2646464.750000 Penalty: 4885.459473
	Iteration 16Q: 3 clusters Score -2646465 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2646512.250000 Penalty: 4885.459473
	Iteration 17Q: 3 clusters Score -2646512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2646553.750000 Penalty: 4885.459473
	Iteration 18Q: 3 clusters Score -2646554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2646573.750000 Penalty: 4885.459473
	Iteration 19Q: 3 clusters Score -2646574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2646581.250000 Penalty: 4885.459473
	Iteration 20F: 3 clusters Score -2646581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2646599.000000 Penalty: 4885.459473
	Iteration 21Q: 3 clusters Score -2646599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2646608.000000 Penalty: 4885.459473
	Iteration 22Q: 3 clusters Score -2646608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2646613.250000 Penalty: 4885.459473
	Iteration 23Q: 3 clusters Score -2646613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2646624.250000 Penalty: 4885.459473
	Iteration 24Q: 3 clusters Score -2646624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2646628.750000 Penalty: 4885.459473
	Iteration 25Q: 3 clusters Score -2646629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2646633.000000 Penalty: 4885.459473
	Iteration 26Q: 3 clusters Score -2646633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2646635.500000 Penalty: 4885.459473
	Iteration 27Q: 3 clusters Score -2646636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2646635.000000 Penalty: 4885.459473
	Iteration 28Q: 3 clusters Score -2646635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2646636.000000 Penalty: 4885.459473
	Iteration 29Q: 3 clusters Score -2646636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2646641.500000 Penalty: 4885.459473
	Iteration 30Q: 3 clusters Score -2646642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2646639.750000 Penalty: 4885.459473
	Iteration 31Q: 3 clusters Score -2646640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2646640.500000 Penalty: 4885.459473
	Iteration 32Q: 3 clusters Score -2646640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2646644.750000 Penalty: 4885.459473
	Iteration 33Q: 3 clusters Score -2646645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2646644.750000 Penalty: 4885.459473
	Iteration 34F: 3 clusters Score -2646645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (151387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151387 members 
Entering Unmasked Estep 
Score: -20773904.000000 Penalty: 2958.043701
	Iteration 0F: 2 clusters Score -2.07739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75858 members 
Mstep: Class 2 contains 75529 members 
Entering Unmasked Estep 
Score: -20673560.000000 Penalty: 5916.087402
	Iteration 0F: 3 clusters Score -2.067356e+07 nChanged 72415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77383 members 
Mstep: Class 2 contains 74004 members 
Entering Unmasked Estep 
Score: -20715088.000000 Penalty: 5916.087402
	Iteration 1F: 3 clusters Score -2.071509e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78500 members 
Mstep: Class 2 contains 72887 members 
Entering Unmasked Estep 
Score: -20715902.000000 Penalty: 5916.087402
	Iteration 2Q: 3 clusters Score -2.07159e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80329 members 
Mstep: Class 2 contains 71058 members 
Entering Unmasked Estep 
Score: -20716932.000000 Penalty: 5916.087402
	Iteration 3Q: 3 clusters Score -2.071693e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83125 members 
Mstep: Class 2 contains 68262 members 
Entering Unmasked Estep 
Score: -20718220.000000 Penalty: 5916.087402
	Iteration 4Q: 3 clusters Score -2.071822e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87362 members 
Mstep: Class 2 contains 64025 members 
Entering Unmasked Estep 
Score: -20720472.000000 Penalty: 5916.087402
	Iteration 5Q: 3 clusters Score -2.072047e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93619 members 
Mstep: Class 2 contains 57768 members 
Entering Unmasked Estep 
Score: -20724304.000000 Penalty: 5916.087402
	Iteration 6Q: 3 clusters Score -2.07243e+07 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102506 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -20730798.000000 Penalty: 5916.087402
	Iteration 7F: 3 clusters Score -2.07308e+07 nChanged 11794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113690 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -20740664.000000 Penalty: 5916.087402
	Iteration 8F: 3 clusters Score -2.074066e+07 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125101 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -20751272.000000 Penalty: 5916.087402
	Iteration 9F: 3 clusters Score -2.075127e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134134 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -20759760.000000 Penalty: 5916.087402
	Iteration 10F: 3 clusters Score -2.075976e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139958 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -20764588.000000 Penalty: 5916.087402
	Iteration 11Q: 3 clusters Score -2.076459e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143489 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -20767298.000000 Penalty: 5916.087402
	Iteration 12Q: 3 clusters Score -2.07673e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145791 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -20768810.000000 Penalty: 5916.087402
	Iteration 13Q: 3 clusters Score -2.076881e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147324 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -20769690.000000 Penalty: 5916.087402
	Iteration 14Q: 3 clusters Score -2.076969e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148390 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -20770268.000000 Penalty: 5916.087402
	Iteration 15Q: 3 clusters Score -2.077027e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149089 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -20770700.000000 Penalty: 5916.087402
	Iteration 16Q: 3 clusters Score -2.07707e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149554 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -20771030.000000 Penalty: 5916.087402
	Iteration 17Q: 3 clusters Score -2.077103e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149861 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -20771210.000000 Penalty: 5916.087402
	Iteration 18Q: 3 clusters Score -2.077121e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150078 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -20771254.000000 Penalty: 5916.087402
	Iteration 19Q: 3 clusters Score -2.077125e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150217 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -20771346.000000 Penalty: 5916.087402
	Iteration 20F: 3 clusters Score -2.077135e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150316 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -20771412.000000 Penalty: 5916.087402
	Iteration 21Q: 3 clusters Score -2.077141e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150385 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -20771448.000000 Penalty: 5916.087402
	Iteration 22Q: 3 clusters Score -2.077145e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150443 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -20771442.000000 Penalty: 5916.087402
	Iteration 23Q: 3 clusters Score -2.077144e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150489 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -20771496.000000 Penalty: 5916.087402
	Iteration 24Q: 3 clusters Score -2.07715e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150531 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -20771504.000000 Penalty: 5916.087402
	Iteration 25Q: 3 clusters Score -2.07715e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150567 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -20771524.000000 Penalty: 5916.087402
	Iteration 26Q: 3 clusters Score -2.077152e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150600 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -20771544.000000 Penalty: 5916.087402
	Iteration 27Q: 3 clusters Score -2.077154e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150628 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -20771556.000000 Penalty: 5916.087402
	Iteration 28Q: 3 clusters Score -2.077156e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150650 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -20771576.000000 Penalty: 5916.087402
	Iteration 29Q: 3 clusters Score -2.077158e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150671 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -20771580.000000 Penalty: 5916.087402
	Iteration 30Q: 3 clusters Score -2.077158e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150691 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -20771606.000000 Penalty: 5916.087402
	Iteration 31Q: 3 clusters Score -2.077161e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150705 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -20771592.000000 Penalty: 5916.087402
	Iteration 32Q: 3 clusters Score -2.077159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150711 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -20771602.000000 Penalty: 5916.087402
	Iteration 33Q: 3 clusters Score -2.07716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150719 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -20771604.000000 Penalty: 5916.087402
	Iteration 34Q: 3 clusters Score -2.07716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150723 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -20771612.000000 Penalty: 5916.087402
	Iteration 35Q: 3 clusters Score -2.077161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150726 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -20771612.000000 Penalty: 5916.087402
	Iteration 36Q: 3 clusters Score -2.077161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150732 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -20771598.000000 Penalty: 5916.087402
	Iteration 37Q: 3 clusters Score -2.07716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150739 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -20771596.000000 Penalty: 5916.087402
	Iteration 38Q: 3 clusters Score -2.07716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150741 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -20771604.000000 Penalty: 5916.087402
	Iteration 39Q: 3 clusters Score -2.07716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150744 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -20771606.000000 Penalty: 5916.087402
	Iteration 40F: 3 clusters Score -2.077161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150747 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -20771600.000000 Penalty: 5916.087402
	Iteration 41Q: 3 clusters Score -2.07716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150749 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -20771608.000000 Penalty: 5916.087402
	Iteration 42Q: 3 clusters Score -2.077161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150754 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -20771620.000000 Penalty: 5916.087402
	Iteration 43Q: 3 clusters Score -2.077162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150757 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -20771602.000000 Penalty: 5916.087402
	Iteration 44Q: 3 clusters Score -2.07716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150760 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -20771610.000000 Penalty: 5916.087402
	Iteration 45Q: 3 clusters Score -2.077161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150761 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -20771602.000000 Penalty: 5916.087402
	Iteration 46Q: 3 clusters Score -2.07716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150761 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -20771612.000000 Penalty: 5916.087402
	Iteration 47Q: 3 clusters Score -2.077161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150763 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -20771604.000000 Penalty: 5916.087402
	Iteration 48Q: 3 clusters Score -2.07716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150764 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -20771604.000000 Penalty: 5916.087402
	Iteration 49Q: 3 clusters Score -2.07716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150767 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -20771606.000000 Penalty: 5916.087402
	Iteration 50Q: 3 clusters Score -2.077161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150770 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -20771608.000000 Penalty: 5916.087402
	Iteration 51Q: 3 clusters Score -2.077161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150772 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -20771604.000000 Penalty: 5916.087402
	Iteration 52Q: 3 clusters Score -2.07716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150772 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -20771604.000000 Penalty: 5916.087402
	Iteration 53F: 3 clusters Score -2.07716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -60831.468750 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -60831.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -59405.199219 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -59405.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59671.703125 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -59671.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59835.351562 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -59835.35 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60073.699219 Penalty: 3104.752441
	Iteration 3F: 3 clusters Score -60073.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60428.621094 Penalty: 3104.752441
	Iteration 4F: 3 clusters Score -60428.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -60898.398438 Penalty: 3104.752441
	Iteration 5F: 3 clusters Score -60898.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61176.238281 Penalty: 3104.752441
	Iteration 6F: 3 clusters Score -61176.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -61288.894531 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -61288.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61293.937500 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -61293.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61293.937500 Penalty: 3104.752441
	Iteration 9F: 3 clusters Score -61293.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70017 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57636 members 
Mstep: Class 9 contains 13876 members 
Mstep: Class 10 contains 161752 members 
Mstep: Class 11 contains 18953 members 
Mstep: Class 12 contains 151387 members 
Mstep: Class 13 contains 297 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37928 members 
Mstep: Class 17 contains 24591 members 
Mstep: Class 18 contains 54651 members 
Mstep: Class 19 contains 184147 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75580 members 
Entering Unmasked Estep 
Score: -116103072.000000 Penalty: 57601.605469
Splitting cluster 13 changes total score from -116104352.000000 to -116103072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -70210.367188 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -70210.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -68674.890625 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -68674.89 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68935.929688 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -68935.93 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -69045.656250 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -69045.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69131.609375 Penalty: 3167.056396
	Iteration 3Q: 3 clusters Score -69131.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -69219.882812 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -69219.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69269.296875 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -69269.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69312.312500 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -69312.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -69409.367188 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -69409.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69481.039062 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -69481.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -69538.023438 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -69538.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69643.562500 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -69643.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69701.898438 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -69701.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -69729.367188 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -69729.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -69757.562500 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -69757.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -69784.953125 Penalty: 3167.056396
	Iteration 14Q: 3 clusters Score -69784.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -69801.632812 Penalty: 3167.056396
	Iteration 15Q: 3 clusters Score -69801.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -69823.007812 Penalty: 3167.056396
	Iteration 16Q: 3 clusters Score -69823.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -69848.304688 Penalty: 3167.056396
	Iteration 17Q: 3 clusters Score -69848.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -69865.671875 Penalty: 3167.056396
	Iteration 18Q: 3 clusters Score -69865.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69888.406250 Penalty: 3167.056396
	Iteration 19Q: 3 clusters Score -69888.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -69918.140625 Penalty: 3167.056396
	Iteration 20F: 3 clusters Score -69918.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -69966.289062 Penalty: 3167.056396
	Iteration 21Q: 3 clusters Score -69966.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -70071.703125 Penalty: 3167.056396
	Iteration 22Q: 3 clusters Score -70071.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -70172.132812 Penalty: 3167.056396
	Iteration 23Q: 3 clusters Score -70172.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -70258.515625 Penalty: 3167.056396
	Iteration 24Q: 3 clusters Score -70258.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -70325.984375 Penalty: 3167.056396
	Iteration 25Q: 3 clusters Score -70325.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -70453.484375 Penalty: 3167.056396
	Iteration 26Q: 3 clusters Score -70453.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -70720.132812 Penalty: 3167.056396
	Iteration 27Q: 3 clusters Score -70720.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -70732.421875 Penalty: 3167.056396
	Iteration 28Q: 3 clusters Score -70732.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -70739.171875 Penalty: 3167.056396
	Iteration 29Q: 3 clusters Score -70739.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -70739.171875 Penalty: 3167.056396
	Iteration 30F: 3 clusters Score -70739.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70017 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57636 members 
Mstep: Class 9 contains 13876 members 
Mstep: Class 10 contains 161752 members 
Mstep: Class 11 contains 18953 members 
Mstep: Class 12 contains 151387 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 333 members 
Mstep: Class 16 contains 37928 members 
Mstep: Class 17 contains 24591 members 
Mstep: Class 18 contains 54651 members 
Mstep: Class 19 contains 184147 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75580 members 
Entering Unmasked Estep 
Score: -116103256.000000 Penalty: 57601.605469
Splitting cluster 14 changes total score from -116104352.000000 to -116103256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (37928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Entering Unmasked Estep 
Score: -5281078.500000 Penalty: 2614.774170
	Iteration 0F: 2 clusters Score -5281078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -5255189.500000 Penalty: 5229.548340
	Iteration 0F: 3 clusters Score -5255190 nChanged 17237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -5264675.500000 Penalty: 5229.548340
	Iteration 1F: 3 clusters Score -5264676 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -5265215.000000 Penalty: 5229.548340
	Iteration 2Q: 3 clusters Score -5265215 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -5265799.000000 Penalty: 5229.548340
	Iteration 3Q: 3 clusters Score -5265799 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -5266358.000000 Penalty: 5229.548340
	Iteration 4Q: 3 clusters Score -5266358 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -5267016.500000 Penalty: 5229.548340
	Iteration 5Q: 3 clusters Score -5267016 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -5267922.500000 Penalty: 5229.548340
	Iteration 6Q: 3 clusters Score -5267922 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -5269168.500000 Penalty: 5229.548340
	Iteration 7F: 3 clusters Score -5269168 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -5270947.000000 Penalty: 5229.548340
	Iteration 8F: 3 clusters Score -5270947 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -5273140.500000 Penalty: 5229.548340
	Iteration 9F: 3 clusters Score -5273140 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -5275084.000000 Penalty: 5229.548340
	Iteration 10F: 3 clusters Score -5275084 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -5276058.500000 Penalty: 5229.548340
	Iteration 11Q: 3 clusters Score -5276058 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -5276530.500000 Penalty: 5229.548340
	Iteration 12Q: 3 clusters Score -5276530 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -5276796.500000 Penalty: 5229.548340
	Iteration 13Q: 3 clusters Score -5276796 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -5276982.500000 Penalty: 5229.548340
	Iteration 14Q: 3 clusters Score -5276982 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -5277150.000000 Penalty: 5229.548340
	Iteration 15Q: 3 clusters Score -5277150 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -5277290.500000 Penalty: 5229.548340
	Iteration 16Q: 3 clusters Score -5277290 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -5277466.500000 Penalty: 5229.548340
	Iteration 17Q: 3 clusters Score -5277466 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -5277614.000000 Penalty: 5229.548340
	Iteration 18Q: 3 clusters Score -5277614 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -5277761.500000 Penalty: 5229.548340
	Iteration 19Q: 3 clusters Score -5277762 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -5277930.500000 Penalty: 5229.548340
	Iteration 20F: 3 clusters Score -5277930 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -5278063.500000 Penalty: 5229.548340
	Iteration 21Q: 3 clusters Score -5278064 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -5278159.000000 Penalty: 5229.548340
	Iteration 22Q: 3 clusters Score -5278159 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -5278223.500000 Penalty: 5229.548340
	Iteration 23Q: 3 clusters Score -5278224 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -5278311.000000 Penalty: 5229.548340
	Iteration 24Q: 3 clusters Score -5278311 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -5278389.000000 Penalty: 5229.548340
	Iteration 25Q: 3 clusters Score -5278389 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -5278474.000000 Penalty: 5229.548340
	Iteration 26Q: 3 clusters Score -5278474 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -5278528.000000 Penalty: 5229.548340
	Iteration 27Q: 3 clusters Score -5278528 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5278597.000000 Penalty: 5229.548340
	Iteration 28Q: 3 clusters Score -5278597 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -5278643.500000 Penalty: 5229.548340
	Iteration 29Q: 3 clusters Score -5278644 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -5278683.000000 Penalty: 5229.548340
	Iteration 30Q: 3 clusters Score -5278683 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5278709.500000 Penalty: 5229.548340
	Iteration 31Q: 3 clusters Score -5278710 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5278748.500000 Penalty: 5229.548340
	Iteration 32Q: 3 clusters Score -5278748 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5278765.000000 Penalty: 5229.548340
	Iteration 33Q: 3 clusters Score -5278765 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5278797.500000 Penalty: 5229.548340
	Iteration 34Q: 3 clusters Score -5278798 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5278821.000000 Penalty: 5229.548340
	Iteration 35Q: 3 clusters Score -5278821 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5278860.000000 Penalty: 5229.548340
	Iteration 36Q: 3 clusters Score -5278860 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5278887.500000 Penalty: 5229.548340
	Iteration 37Q: 3 clusters Score -5278888 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5278909.500000 Penalty: 5229.548340
	Iteration 38Q: 3 clusters Score -5278910 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5278932.500000 Penalty: 5229.548340
	Iteration 39Q: 3 clusters Score -5278932 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5278950.000000 Penalty: 5229.548340
	Iteration 40F: 3 clusters Score -5278950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5278976.000000 Penalty: 5229.548340
	Iteration 41Q: 3 clusters Score -5278976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5278977.000000 Penalty: 5229.548340
	Iteration 42Q: 3 clusters Score -5278977 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5278992.500000 Penalty: 5229.548340
	Iteration 43Q: 3 clusters Score -5278992 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5279013.500000 Penalty: 5229.548340
	Iteration 44Q: 3 clusters Score -5279014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5279014.000000 Penalty: 5229.548340
	Iteration 45Q: 3 clusters Score -5279014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5279014.000000 Penalty: 5229.548340
	Iteration 46Q: 3 clusters Score -5279014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5279012.000000 Penalty: 5229.548340
	Iteration 47Q: 3 clusters Score -5279012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -5279013.000000 Penalty: 5229.548340
	Iteration 48Q: 3 clusters Score -5279013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5279020.500000 Penalty: 5229.548340
	Iteration 49Q: 3 clusters Score -5279020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5279032.000000 Penalty: 5229.548340
	Iteration 50Q: 3 clusters Score -5279032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5279035.500000 Penalty: 5229.548340
	Iteration 51Q: 3 clusters Score -5279036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5279040.500000 Penalty: 5229.548340
	Iteration 52Q: 3 clusters Score -5279040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5279047.500000 Penalty: 5229.548340
	Iteration 53Q: 3 clusters Score -5279048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5279050.500000 Penalty: 5229.548340
	Iteration 54Q: 3 clusters Score -5279050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5279058.500000 Penalty: 5229.548340
	Iteration 55Q: 3 clusters Score -5279058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5279075.500000 Penalty: 5229.548340
	Iteration 56Q: 3 clusters Score -5279076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5279078.500000 Penalty: 5229.548340
	Iteration 57Q: 3 clusters Score -5279078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5279077.000000 Penalty: 5229.548340
	Iteration 58Q: 3 clusters Score -5279077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5279087.000000 Penalty: 5229.548340
	Iteration 59Q: 3 clusters Score -5279087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5279087.000000 Penalty: 5229.548340
	Iteration 60F: 3 clusters Score -5279087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5279088.000000 Penalty: 5229.548340
	Iteration 61Q: 3 clusters Score -5279088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5279093.000000 Penalty: 5229.548340
	Iteration 62Q: 3 clusters Score -5279093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5279096.500000 Penalty: 5229.548340
	Iteration 63Q: 3 clusters Score -5279096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5279101.000000 Penalty: 5229.548340
	Iteration 64Q: 3 clusters Score -5279101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5279099.500000 Penalty: 5229.548340
	Iteration 65Q: 3 clusters Score -5279100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5279099.500000 Penalty: 5229.548340
	Iteration 66Q: 3 clusters Score -5279100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5279101.500000 Penalty: 5229.548340
	Iteration 67Q: 3 clusters Score -5279102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5279095.500000 Penalty: 5229.548340
	Iteration 68Q: 3 clusters Score -5279096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5279095.000000 Penalty: 5229.548340
	Iteration 69Q: 3 clusters Score -5279095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5279095.000000 Penalty: 5229.548340
	Iteration 70F: 3 clusters Score -5279095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Entering Unmasked Estep 
Score: -3431608.250000 Penalty: 2507.313721
	Iteration 0F: 2 clusters Score -3431608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -3414689.000000 Penalty: 5014.627441
	Iteration 0F: 3 clusters Score -3414689 nChanged 10941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -3420460.750000 Penalty: 5014.627441
	Iteration 1F: 3 clusters Score -3420461 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -3420771.000000 Penalty: 5014.627441
	Iteration 2Q: 3 clusters Score -3420771 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -3420996.500000 Penalty: 5014.627441
	Iteration 3Q: 3 clusters Score -3420996 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -3421226.000000 Penalty: 5014.627441
	Iteration 4Q: 3 clusters Score -3421226 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -3421433.000000 Penalty: 5014.627441
	Iteration 5Q: 3 clusters Score -3421433 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -3421564.500000 Penalty: 5014.627441
	Iteration 6Q: 3 clusters Score -3421564 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3421677.500000 Penalty: 5014.627441
	Iteration 7Q: 3 clusters Score -3421678 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -3421784.500000 Penalty: 5014.627441
	Iteration 8Q: 3 clusters Score -3421784 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -3421890.000000 Penalty: 5014.627441
	Iteration 9Q: 3 clusters Score -3421890 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -3421985.500000 Penalty: 5014.627441
	Iteration 10Q: 3 clusters Score -3421986 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3422067.750000 Penalty: 5014.627441
	Iteration 11Q: 3 clusters Score -3422068 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -3422165.500000 Penalty: 5014.627441
	Iteration 12Q: 3 clusters Score -3422166 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -3422285.000000 Penalty: 5014.627441
	Iteration 13Q: 3 clusters Score -3422285 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -3422426.000000 Penalty: 5014.627441
	Iteration 14Q: 3 clusters Score -3422426 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -3422647.500000 Penalty: 5014.627441
	Iteration 15Q: 3 clusters Score -3422648 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -3422980.500000 Penalty: 5014.627441
	Iteration 16Q: 3 clusters Score -3422980 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -3423440.250000 Penalty: 5014.627441
	Iteration 17Q: 3 clusters Score -3423440 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -3424046.250000 Penalty: 5014.627441
	Iteration 18Q: 3 clusters Score -3424046 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -3424747.500000 Penalty: 5014.627441
	Iteration 19Q: 3 clusters Score -3424748 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -3425545.000000 Penalty: 5014.627441
	Iteration 20F: 3 clusters Score -3425545 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -3426246.500000 Penalty: 5014.627441
	Iteration 21Q: 3 clusters Score -3426246 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -3426705.250000 Penalty: 5014.627441
	Iteration 22Q: 3 clusters Score -3426705 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -3426999.000000 Penalty: 5014.627441
	Iteration 23Q: 3 clusters Score -3426999 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -3427193.500000 Penalty: 5014.627441
	Iteration 24Q: 3 clusters Score -3427194 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -3427324.750000 Penalty: 5014.627441
	Iteration 25Q: 3 clusters Score -3427325 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -3427449.250000 Penalty: 5014.627441
	Iteration 26Q: 3 clusters Score -3427449 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -3427558.750000 Penalty: 5014.627441
	Iteration 27Q: 3 clusters Score -3427559 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -3427652.250000 Penalty: 5014.627441
	Iteration 28Q: 3 clusters Score -3427652 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -3427734.250000 Penalty: 5014.627441
	Iteration 29Q: 3 clusters Score -3427734 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -3427811.250000 Penalty: 5014.627441
	Iteration 30Q: 3 clusters Score -3427811 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -3427889.000000 Penalty: 5014.627441
	Iteration 31Q: 3 clusters Score -3427889 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -3427966.250000 Penalty: 5014.627441
	Iteration 32Q: 3 clusters Score -3427966 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -3428026.500000 Penalty: 5014.627441
	Iteration 33Q: 3 clusters Score -3428026 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -3428082.750000 Penalty: 5014.627441
	Iteration 34Q: 3 clusters Score -3428083 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -3428145.250000 Penalty: 5014.627441
	Iteration 35Q: 3 clusters Score -3428145 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3428186.500000 Penalty: 5014.627441
	Iteration 36Q: 3 clusters Score -3428186 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -3428225.000000 Penalty: 5014.627441
	Iteration 37Q: 3 clusters Score -3428225 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3428281.500000 Penalty: 5014.627441
	Iteration 38Q: 3 clusters Score -3428282 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3428329.500000 Penalty: 5014.627441
	Iteration 39Q: 3 clusters Score -3428330 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3428375.500000 Penalty: 5014.627441
	Iteration 40F: 3 clusters Score -3428376 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -3428403.750000 Penalty: 5014.627441
	Iteration 41Q: 3 clusters Score -3428404 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -3428450.000000 Penalty: 5014.627441
	Iteration 42Q: 3 clusters Score -3428450 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -3428488.500000 Penalty: 5014.627441
	Iteration 43Q: 3 clusters Score -3428488 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3428517.750000 Penalty: 5014.627441
	Iteration 44Q: 3 clusters Score -3428518 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3428559.250000 Penalty: 5014.627441
	Iteration 45Q: 3 clusters Score -3428559 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3428589.500000 Penalty: 5014.627441
	Iteration 46Q: 3 clusters Score -3428590 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3428630.750000 Penalty: 5014.627441
	Iteration 47Q: 3 clusters Score -3428631 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3428681.250000 Penalty: 5014.627441
	Iteration 48Q: 3 clusters Score -3428681 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3428726.250000 Penalty: 5014.627441
	Iteration 49Q: 3 clusters Score -3428726 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3428764.250000 Penalty: 5014.627441
	Iteration 50Q: 3 clusters Score -3428764 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3428812.500000 Penalty: 5014.627441
	Iteration 51Q: 3 clusters Score -3428812 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3428869.500000 Penalty: 5014.627441
	Iteration 52Q: 3 clusters Score -3428870 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3428920.250000 Penalty: 5014.627441
	Iteration 53Q: 3 clusters Score -3428920 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3428965.750000 Penalty: 5014.627441
	Iteration 54Q: 3 clusters Score -3428966 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3429009.750000 Penalty: 5014.627441
	Iteration 55Q: 3 clusters Score -3429010 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3429044.250000 Penalty: 5014.627441
	Iteration 56Q: 3 clusters Score -3429044 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3429078.750000 Penalty: 5014.627441
	Iteration 57Q: 3 clusters Score -3429079 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3429110.250000 Penalty: 5014.627441
	Iteration 58Q: 3 clusters Score -3429110 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3429131.250000 Penalty: 5014.627441
	Iteration 59Q: 3 clusters Score -3429131 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3429156.250000 Penalty: 5014.627441
	Iteration 60F: 3 clusters Score -3429156 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3429173.000000 Penalty: 5014.627441
	Iteration 61Q: 3 clusters Score -3429173 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3429197.500000 Penalty: 5014.627441
	Iteration 62Q: 3 clusters Score -3429198 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3429225.750000 Penalty: 5014.627441
	Iteration 63Q: 3 clusters Score -3429226 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3429241.250000 Penalty: 5014.627441
	Iteration 64Q: 3 clusters Score -3429241 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3429254.000000 Penalty: 5014.627441
	Iteration 65Q: 3 clusters Score -3429254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3429275.000000 Penalty: 5014.627441
	Iteration 66Q: 3 clusters Score -3429275 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3429285.250000 Penalty: 5014.627441
	Iteration 67Q: 3 clusters Score -3429285 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3429301.000000 Penalty: 5014.627441
	Iteration 68Q: 3 clusters Score -3429301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3429309.750000 Penalty: 5014.627441
	Iteration 69Q: 3 clusters Score -3429310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3429317.000000 Penalty: 5014.627441
	Iteration 70Q: 3 clusters Score -3429317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3429328.000000 Penalty: 5014.627441
	Iteration 71Q: 3 clusters Score -3429328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3429336.750000 Penalty: 5014.627441
	Iteration 72Q: 3 clusters Score -3429337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3429357.250000 Penalty: 5014.627441
	Iteration 73Q: 3 clusters Score -3429357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3429364.250000 Penalty: 5014.627441
	Iteration 74Q: 3 clusters Score -3429364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3429369.250000 Penalty: 5014.627441
	Iteration 75Q: 3 clusters Score -3429369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3429376.000000 Penalty: 5014.627441
	Iteration 76Q: 3 clusters Score -3429376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3429377.500000 Penalty: 5014.627441
	Iteration 77Q: 3 clusters Score -3429378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3429381.250000 Penalty: 5014.627441
	Iteration 78Q: 3 clusters Score -3429381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3429383.750000 Penalty: 5014.627441
	Iteration 79Q: 3 clusters Score -3429384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3429384.250000 Penalty: 5014.627441
	Iteration 80F: 3 clusters Score -3429384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3429384.500000 Penalty: 5014.627441
	Iteration 81Q: 3 clusters Score -3429384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3429385.750000 Penalty: 5014.627441
	Iteration 82Q: 3 clusters Score -3429386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3429391.750000 Penalty: 5014.627441
	Iteration 83Q: 3 clusters Score -3429392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3429392.000000 Penalty: 5014.627441
	Iteration 84Q: 3 clusters Score -3429392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3429391.750000 Penalty: 5014.627441
	Iteration 85Q: 3 clusters Score -3429392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3429395.500000 Penalty: 5014.627441
	Iteration 86Q: 3 clusters Score -3429396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3429397.250000 Penalty: 5014.627441
	Iteration 87Q: 3 clusters Score -3429397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3429401.000000 Penalty: 5014.627441
	Iteration 88Q: 3 clusters Score -3429401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3429404.750000 Penalty: 5014.627441
	Iteration 89Q: 3 clusters Score -3429405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3429404.500000 Penalty: 5014.627441
	Iteration 90Q: 3 clusters Score -3429404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3429406.000000 Penalty: 5014.627441
	Iteration 91Q: 3 clusters Score -3429406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3429412.000000 Penalty: 5014.627441
	Iteration 92Q: 3 clusters Score -3429412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3429410.500000 Penalty: 5014.627441
	Iteration 93Q: 3 clusters Score -3429410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3429414.250000 Penalty: 5014.627441
	Iteration 94Q: 3 clusters Score -3429414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3429416.000000 Penalty: 5014.627441
	Iteration 95Q: 3 clusters Score -3429416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3429419.000000 Penalty: 5014.627441
	Iteration 96Q: 3 clusters Score -3429419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3429420.250000 Penalty: 5014.627441
	Iteration 97Q: 3 clusters Score -3429420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3429427.500000 Penalty: 5014.627441
	Iteration 98Q: 3 clusters Score -3429428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3429429.500000 Penalty: 5014.627441
	Iteration 99Q: 3 clusters Score -3429430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3429427.750000 Penalty: 5014.627441
	Iteration 100F: 3 clusters Score -3429428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3429432.250000 Penalty: 5014.627441
	Iteration 101Q: 3 clusters Score -3429432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3429431.500000 Penalty: 5014.627441
	Iteration 102Q: 3 clusters Score -3429432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3429437.250000 Penalty: 5014.627441
	Iteration 103Q: 3 clusters Score -3429437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3429438.500000 Penalty: 5014.627441
	Iteration 104Q: 3 clusters Score -3429438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3429438.500000 Penalty: 5014.627441
	Iteration 105F: 3 clusters Score -3429438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Entering Unmasked Estep 
Score: -7604242.500000 Penalty: 2705.363281
	Iteration 0F: 2 clusters Score -7604242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -7567364.000000 Penalty: 5410.726562
	Iteration 0F: 3 clusters Score -7567364 nChanged 25382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -7581348.000000 Penalty: 5410.726562
	Iteration 1F: 3 clusters Score -7581348 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -7581868.000000 Penalty: 5410.726562
	Iteration 2Q: 3 clusters Score -7581868 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -7582328.500000 Penalty: 5410.726562
	Iteration 3Q: 3 clusters Score -7582328 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -7582790.500000 Penalty: 5410.726562
	Iteration 4Q: 3 clusters Score -7582790 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -7583409.500000 Penalty: 5410.726562
	Iteration 5Q: 3 clusters Score -7583410 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -7584235.000000 Penalty: 5410.726562
	Iteration 6Q: 3 clusters Score -7584235 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -7585327.000000 Penalty: 5410.726562
	Iteration 7Q: 3 clusters Score -7585327 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -7586731.000000 Penalty: 5410.726562
	Iteration 8Q: 3 clusters Score -7586731 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -7588303.500000 Penalty: 5410.726562
	Iteration 9Q: 3 clusters Score -7588304 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -7590133.000000 Penalty: 5410.726562
	Iteration 10Q: 3 clusters Score -7590133 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -7592242.500000 Penalty: 5410.726562
	Iteration 11F: 3 clusters Score -7592242 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -7594110.500000 Penalty: 5410.726562
	Iteration 12Q: 3 clusters Score -7594110 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -7595473.500000 Penalty: 5410.726562
	Iteration 13Q: 3 clusters Score -7595474 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -7596654.000000 Penalty: 5410.726562
	Iteration 14Q: 3 clusters Score -7596654 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -7597637.500000 Penalty: 5410.726562
	Iteration 15Q: 3 clusters Score -7597638 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -7598418.000000 Penalty: 5410.726562
	Iteration 16Q: 3 clusters Score -7598418 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -7599127.500000 Penalty: 5410.726562
	Iteration 17Q: 3 clusters Score -7599128 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -7599685.500000 Penalty: 5410.726562
	Iteration 18Q: 3 clusters Score -7599686 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51386 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -7600237.000000 Penalty: 5410.726562
	Iteration 19Q: 3 clusters Score -7600237 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -7600662.000000 Penalty: 5410.726562
	Iteration 20F: 3 clusters Score -7600662 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52536 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -7600941.500000 Penalty: 5410.726562
	Iteration 21Q: 3 clusters Score -7600942 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7601148.000000 Penalty: 5410.726562
	Iteration 22Q: 3 clusters Score -7601148 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -7601335.000000 Penalty: 5410.726562
	Iteration 23Q: 3 clusters Score -7601335 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -7601459.000000 Penalty: 5410.726562
	Iteration 24Q: 3 clusters Score -7601459 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -7601559.500000 Penalty: 5410.726562
	Iteration 25Q: 3 clusters Score -7601560 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7601646.500000 Penalty: 5410.726562
	Iteration 26Q: 3 clusters Score -7601646 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53753 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7601681.500000 Penalty: 5410.726562
	Iteration 27Q: 3 clusters Score -7601682 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53805 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7601732.500000 Penalty: 5410.726562
	Iteration 28Q: 3 clusters Score -7601732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53848 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7601747.000000 Penalty: 5410.726562
	Iteration 29Q: 3 clusters Score -7601747 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7601774.500000 Penalty: 5410.726562
	Iteration 30Q: 3 clusters Score -7601774 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7601822.500000 Penalty: 5410.726562
	Iteration 31Q: 3 clusters Score -7601822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7601840.500000 Penalty: 5410.726562
	Iteration 32Q: 3 clusters Score -7601840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7601851.000000 Penalty: 5410.726562
	Iteration 33Q: 3 clusters Score -7601851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7601868.500000 Penalty: 5410.726562
	Iteration 34Q: 3 clusters Score -7601868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53997 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7601884.500000 Penalty: 5410.726562
	Iteration 35Q: 3 clusters Score -7601884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7601891.500000 Penalty: 5410.726562
	Iteration 36Q: 3 clusters Score -7601892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54017 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7601892.500000 Penalty: 5410.726562
	Iteration 37Q: 3 clusters Score -7601892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7601902.000000 Penalty: 5410.726562
	Iteration 38Q: 3 clusters Score -7601902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7601904.500000 Penalty: 5410.726562
	Iteration 39Q: 3 clusters Score -7601904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54034 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7601904.500000 Penalty: 5410.726562
	Iteration 40F: 3 clusters Score -7601904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54039 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7601908.000000 Penalty: 5410.726562
	Iteration 41Q: 3 clusters Score -7601908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7601904.000000 Penalty: 5410.726562
	Iteration 42Q: 3 clusters Score -7601904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7601904.000000 Penalty: 5410.726562
	Iteration 43F: 3 clusters Score -7601904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (184147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184147 members 
Entering Unmasked Estep 
Score: -25261140.000000 Penalty: 3006.625488
	Iteration 0F: 2 clusters Score -2.526114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92056 members 
Mstep: Class 2 contains 92091 members 
Entering Unmasked Estep 
Score: -25141680.000000 Penalty: 6013.250977
	Iteration 0F: 3 clusters Score -2.514168e+07 nChanged 88112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92812 members 
Mstep: Class 2 contains 91335 members 
Entering Unmasked Estep 
Score: -25192686.000000 Penalty: 6013.250977
	Iteration 1F: 3 clusters Score -2.519269e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93798 members 
Mstep: Class 2 contains 90349 members 
Entering Unmasked Estep 
Score: -25193518.000000 Penalty: 6013.250977
	Iteration 2Q: 3 clusters Score -2.519352e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95401 members 
Mstep: Class 2 contains 88746 members 
Entering Unmasked Estep 
Score: -25194940.000000 Penalty: 6013.250977
	Iteration 3Q: 3 clusters Score -2.519494e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97895 members 
Mstep: Class 2 contains 86252 members 
Entering Unmasked Estep 
Score: -25196690.000000 Penalty: 6013.250977
	Iteration 4Q: 3 clusters Score -2.519669e+07 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101727 members 
Mstep: Class 2 contains 82420 members 
Entering Unmasked Estep 
Score: -25200070.000000 Penalty: 6013.250977
	Iteration 5Q: 3 clusters Score -2.520007e+07 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107627 members 
Mstep: Class 2 contains 76520 members 
Entering Unmasked Estep 
Score: -25205954.000000 Penalty: 6013.250977
	Iteration 6F: 3 clusters Score -2.520595e+07 nChanged 13080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115811 members 
Mstep: Class 2 contains 68336 members 
Entering Unmasked Estep 
Score: -25214828.000000 Penalty: 6013.250977
	Iteration 7F: 3 clusters Score -2.521483e+07 nChanged 14375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125282 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -25227674.000000 Penalty: 6013.250977
	Iteration 8F: 3 clusters Score -2.522767e+07 nChanged 13356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133398 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -25242042.000000 Penalty: 6013.250977
	Iteration 9F: 3 clusters Score -2.524204e+07 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137687 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -25250132.000000 Penalty: 6013.250977
	Iteration 10F: 3 clusters Score -2.525013e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139876 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -25252074.000000 Penalty: 6013.250977
	Iteration 11Q: 3 clusters Score -2.525207e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141624 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -25252950.000000 Penalty: 6013.250977
	Iteration 12Q: 3 clusters Score -2.525295e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143180 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -25253550.000000 Penalty: 6013.250977
	Iteration 13Q: 3 clusters Score -2.525355e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144648 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -25254014.000000 Penalty: 6013.250977
	Iteration 14Q: 3 clusters Score -2.525401e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146107 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -25254492.000000 Penalty: 6013.250977
	Iteration 15Q: 3 clusters Score -2.525449e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147616 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -25254924.000000 Penalty: 6013.250977
	Iteration 16Q: 3 clusters Score -2.525492e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149136 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -25255274.000000 Penalty: 6013.250977
	Iteration 17Q: 3 clusters Score -2.525527e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150737 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -25255664.000000 Penalty: 6013.250977
	Iteration 18Q: 3 clusters Score -2.525566e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152355 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -25256188.000000 Penalty: 6013.250977
	Iteration 19Q: 3 clusters Score -2.525619e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154002 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -25256608.000000 Penalty: 6013.250977
	Iteration 20F: 3 clusters Score -2.525661e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155701 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -25257010.000000 Penalty: 6013.250977
	Iteration 21Q: 3 clusters Score -2.525701e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157360 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -25257590.000000 Penalty: 6013.250977
	Iteration 22Q: 3 clusters Score -2.525759e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159000 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -25258022.000000 Penalty: 6013.250977
	Iteration 23Q: 3 clusters Score -2.525802e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160651 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -25258318.000000 Penalty: 6013.250977
	Iteration 24Q: 3 clusters Score -2.525832e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162191 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -25258600.000000 Penalty: 6013.250977
	Iteration 25Q: 3 clusters Score -2.52586e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163658 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -25259006.000000 Penalty: 6013.250977
	Iteration 26Q: 3 clusters Score -2.525901e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165015 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -25259150.000000 Penalty: 6013.250977
	Iteration 27Q: 3 clusters Score -2.525915e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166292 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -25259532.000000 Penalty: 6013.250977
	Iteration 28Q: 3 clusters Score -2.525953e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167479 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -25259736.000000 Penalty: 6013.250977
	Iteration 29Q: 3 clusters Score -2.525974e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168556 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -25259764.000000 Penalty: 6013.250977
	Iteration 30Q: 3 clusters Score -2.525976e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169530 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -25259794.000000 Penalty: 6013.250977
	Iteration 31Q: 3 clusters Score -2.525979e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170457 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -25259800.000000 Penalty: 6013.250977
	Iteration 32Q: 3 clusters Score -2.52598e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171287 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -25259822.000000 Penalty: 6013.250977
	Iteration 33Q: 3 clusters Score -2.525982e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172062 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -25259854.000000 Penalty: 6013.250977
	Iteration 34Q: 3 clusters Score -2.525985e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172713 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -25259806.000000 Penalty: 6013.250977
	Iteration 35Q: 3 clusters Score -2.525981e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173355 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -25259850.000000 Penalty: 6013.250977
	Iteration 36Q: 3 clusters Score -2.525985e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173943 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -25259892.000000 Penalty: 6013.250977
	Iteration 37Q: 3 clusters Score -2.525989e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174492 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -25259856.000000 Penalty: 6013.250977
	Iteration 38Q: 3 clusters Score -2.525986e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175002 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -25259896.000000 Penalty: 6013.250977
	Iteration 39Q: 3 clusters Score -2.52599e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175485 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -25259906.000000 Penalty: 6013.250977
	Iteration 40F: 3 clusters Score -2.525991e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175921 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -25259948.000000 Penalty: 6013.250977
	Iteration 41Q: 3 clusters Score -2.525995e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176299 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -25259882.000000 Penalty: 6013.250977
	Iteration 42Q: 3 clusters Score -2.525988e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176657 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -25259804.000000 Penalty: 6013.250977
	Iteration 43Q: 3 clusters Score -2.52598e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177000 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -25259792.000000 Penalty: 6013.250977
	Iteration 44Q: 3 clusters Score -2.525979e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177301 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -25259834.000000 Penalty: 6013.250977
	Iteration 45Q: 3 clusters Score -2.525983e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177584 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -25259794.000000 Penalty: 6013.250977
	Iteration 46Q: 3 clusters Score -2.525979e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177854 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -25259742.000000 Penalty: 6013.250977
	Iteration 47Q: 3 clusters Score -2.525974e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178091 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -25259772.000000 Penalty: 6013.250977
	Iteration 48Q: 3 clusters Score -2.525977e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178334 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -25259762.000000 Penalty: 6013.250977
	Iteration 49Q: 3 clusters Score -2.525976e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178566 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -25259702.000000 Penalty: 6013.250977
	Iteration 50Q: 3 clusters Score -2.52597e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178758 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -25259678.000000 Penalty: 6013.250977
	Iteration 51Q: 3 clusters Score -2.525968e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178929 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -25259624.000000 Penalty: 6013.250977
	Iteration 52Q: 3 clusters Score -2.525962e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179089 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -25259612.000000 Penalty: 6013.250977
	Iteration 53Q: 3 clusters Score -2.525961e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179271 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -25259650.000000 Penalty: 6013.250977
	Iteration 54Q: 3 clusters Score -2.525965e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179449 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -25259596.000000 Penalty: 6013.250977
	Iteration 55Q: 3 clusters Score -2.52596e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179597 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -25259544.000000 Penalty: 6013.250977
	Iteration 56Q: 3 clusters Score -2.525954e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179730 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -25259520.000000 Penalty: 6013.250977
	Iteration 57Q: 3 clusters Score -2.525952e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179845 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -25259506.000000 Penalty: 6013.250977
	Iteration 58Q: 3 clusters Score -2.525951e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179950 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -25259540.000000 Penalty: 6013.250977
	Iteration 59Q: 3 clusters Score -2.525954e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180050 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -25259530.000000 Penalty: 6013.250977
	Iteration 60F: 3 clusters Score -2.525953e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180144 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -25259506.000000 Penalty: 6013.250977
	Iteration 61Q: 3 clusters Score -2.525951e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180231 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -25259506.000000 Penalty: 6013.250977
	Iteration 62Q: 3 clusters Score -2.525951e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180316 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -25259466.000000 Penalty: 6013.250977
	Iteration 63Q: 3 clusters Score -2.525947e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180400 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -25259450.000000 Penalty: 6013.250977
	Iteration 64Q: 3 clusters Score -2.525945e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180477 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -25259476.000000 Penalty: 6013.250977
	Iteration 65Q: 3 clusters Score -2.525948e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180545 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -25259458.000000 Penalty: 6013.250977
	Iteration 66Q: 3 clusters Score -2.525946e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180614 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -25259448.000000 Penalty: 6013.250977
	Iteration 67Q: 3 clusters Score -2.525945e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180674 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -25259466.000000 Penalty: 6013.250977
	Iteration 68Q: 3 clusters Score -2.525947e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180731 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -25259492.000000 Penalty: 6013.250977
	Iteration 69Q: 3 clusters Score -2.525949e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180787 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -25259458.000000 Penalty: 6013.250977
	Iteration 70Q: 3 clusters Score -2.525946e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180826 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -25259424.000000 Penalty: 6013.250977
	Iteration 71Q: 3 clusters Score -2.525942e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180858 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -25259408.000000 Penalty: 6013.250977
	Iteration 72Q: 3 clusters Score -2.525941e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180901 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -25259360.000000 Penalty: 6013.250977
	Iteration 73Q: 3 clusters Score -2.525936e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180939 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -25259334.000000 Penalty: 6013.250977
	Iteration 74Q: 3 clusters Score -2.525933e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180981 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -25259312.000000 Penalty: 6013.250977
	Iteration 75Q: 3 clusters Score -2.525931e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181017 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -25259312.000000 Penalty: 6013.250977
	Iteration 76Q: 3 clusters Score -2.525931e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181046 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -25259292.000000 Penalty: 6013.250977
	Iteration 77Q: 3 clusters Score -2.525929e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181071 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -25259328.000000 Penalty: 6013.250977
	Iteration 78Q: 3 clusters Score -2.525933e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181096 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -25259306.000000 Penalty: 6013.250977
	Iteration 79Q: 3 clusters Score -2.525931e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181115 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -25259318.000000 Penalty: 6013.250977
	Iteration 80F: 3 clusters Score -2.525932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181134 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -25259324.000000 Penalty: 6013.250977
	Iteration 81Q: 3 clusters Score -2.525932e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181150 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -25259304.000000 Penalty: 6013.250977
	Iteration 82Q: 3 clusters Score -2.52593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181166 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -25259274.000000 Penalty: 6013.250977
	Iteration 83Q: 3 clusters Score -2.525927e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181179 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -25259278.000000 Penalty: 6013.250977
	Iteration 84Q: 3 clusters Score -2.525928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181191 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -25259264.000000 Penalty: 6013.250977
	Iteration 85Q: 3 clusters Score -2.525926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181203 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -25259280.000000 Penalty: 6013.250977
	Iteration 86Q: 3 clusters Score -2.525928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181214 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -25259290.000000 Penalty: 6013.250977
	Iteration 87Q: 3 clusters Score -2.525929e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181227 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -25259288.000000 Penalty: 6013.250977
	Iteration 88Q: 3 clusters Score -2.525929e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181240 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -25259316.000000 Penalty: 6013.250977
	Iteration 89Q: 3 clusters Score -2.525932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181251 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -25259318.000000 Penalty: 6013.250977
	Iteration 90Q: 3 clusters Score -2.525932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181256 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -25259316.000000 Penalty: 6013.250977
	Iteration 91Q: 3 clusters Score -2.525932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181260 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -25259314.000000 Penalty: 6013.250977
	Iteration 92Q: 3 clusters Score -2.525931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181264 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -25259316.000000 Penalty: 6013.250977
	Iteration 93Q: 3 clusters Score -2.525932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181267 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -25259308.000000 Penalty: 6013.250977
	Iteration 94Q: 3 clusters Score -2.525931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181273 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -25259320.000000 Penalty: 6013.250977
	Iteration 95Q: 3 clusters Score -2.525932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181280 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -25259316.000000 Penalty: 6013.250977
	Iteration 96Q: 3 clusters Score -2.525932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181286 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -25259306.000000 Penalty: 6013.250977
	Iteration 97Q: 3 clusters Score -2.525931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181290 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -25259302.000000 Penalty: 6013.250977
	Iteration 98Q: 3 clusters Score -2.52593e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181302 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -25259318.000000 Penalty: 6013.250977
	Iteration 99Q: 3 clusters Score -2.525932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181310 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -25259312.000000 Penalty: 6013.250977
	Iteration 100F: 3 clusters Score -2.525931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181316 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -25259314.000000 Penalty: 6013.250977
	Iteration 101Q: 3 clusters Score -2.525931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181322 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -25259306.000000 Penalty: 6013.250977
	Iteration 102Q: 3 clusters Score -2.525931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181332 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -25259312.000000 Penalty: 6013.250977
	Iteration 103Q: 3 clusters Score -2.525931e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181342 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -25259316.000000 Penalty: 6013.250977
	Iteration 104Q: 3 clusters Score -2.525932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181350 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -25259310.000000 Penalty: 6013.250977
	Iteration 105Q: 3 clusters Score -2.525931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181357 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -25259304.000000 Penalty: 6013.250977
	Iteration 106Q: 3 clusters Score -2.52593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181361 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -25259316.000000 Penalty: 6013.250977
	Iteration 107Q: 3 clusters Score -2.525932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181366 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -25259304.000000 Penalty: 6013.250977
	Iteration 108Q: 3 clusters Score -2.52593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181370 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -25259322.000000 Penalty: 6013.250977
	Iteration 109Q: 3 clusters Score -2.525932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181374 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -25259304.000000 Penalty: 6013.250977
	Iteration 110Q: 3 clusters Score -2.52593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181378 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -25259296.000000 Penalty: 6013.250977
	Iteration 111Q: 3 clusters Score -2.52593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181378 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -25259296.000000 Penalty: 6013.250977
	Iteration 112F: 3 clusters Score -2.52593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Entering Unmasked Estep 
Score: -123124.585938 Penalty: 1704.287720
	Iteration 0F: 2 clusters Score -123124.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -121196.617188 Penalty: 3408.575439
	Iteration 0F: 3 clusters Score -121196.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -121478.476562 Penalty: 3408.575439
	Iteration 1F: 3 clusters Score -121478.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -121580.570312 Penalty: 3408.575439
	Iteration 2F: 3 clusters Score -121580.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -121634.101562 Penalty: 3408.575439
	Iteration 3Q: 3 clusters Score -121634.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -121664.625000 Penalty: 3408.575439
	Iteration 4Q: 3 clusters Score -121664.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -121679.335938 Penalty: 3408.575439
	Iteration 5Q: 3 clusters Score -121679.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -121690.625000 Penalty: 3408.575439
	Iteration 6Q: 3 clusters Score -121690.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -121698.406250 Penalty: 3408.575439
	Iteration 7Q: 3 clusters Score -121698.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -121704.437500 Penalty: 3408.575439
	Iteration 8Q: 3 clusters Score -121704.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -121710.625000 Penalty: 3408.575439
	Iteration 9Q: 3 clusters Score -121710.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -121715.312500 Penalty: 3408.575439
	Iteration 10Q: 3 clusters Score -121715.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -121717.054688 Penalty: 3408.575439
	Iteration 11Q: 3 clusters Score -121717.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -121718.648438 Penalty: 3408.575439
	Iteration 12Q: 3 clusters Score -121718.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -121718.648438 Penalty: 3408.575439
	Iteration 13F: 3 clusters Score -121718.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (75580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Entering Unmasked Estep 
Score: -10433235.000000 Penalty: 2785.770996
	Iteration 0F: 2 clusters Score -1.043324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -10382594.000000 Penalty: 5571.541992
	Iteration 0F: 3 clusters Score -1.038259e+07 nChanged 35304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -10402367.000000 Penalty: 5571.541992
	Iteration 1F: 3 clusters Score -1.040237e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -10402933.000000 Penalty: 5571.541992
	Iteration 2Q: 3 clusters Score -1.040293e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -10403531.000000 Penalty: 5571.541992
	Iteration 3Q: 3 clusters Score -1.040353e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -10404326.000000 Penalty: 5571.541992
	Iteration 4Q: 3 clusters Score -1.040433e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -10405805.000000 Penalty: 5571.541992
	Iteration 5Q: 3 clusters Score -1.04058e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -10408365.000000 Penalty: 5571.541992
	Iteration 6F: 3 clusters Score -1.040836e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 55750 members 
Entering Unmasked Estep 
Score: -10412584.000000 Penalty: 5571.541992
	Iteration 7F: 3 clusters Score -1.041258e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 62026 members 
Entering Unmasked Estep 
Score: -10418290.000000 Penalty: 5571.541992
	Iteration 8F: 3 clusters Score -1.041829e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 67689 members 
Entering Unmasked Estep 
Score: -10423750.000000 Penalty: 5571.541992
	Iteration 9F: 3 clusters Score -1.042375e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 71370 members 
Entering Unmasked Estep 
Score: -10427437.000000 Penalty: 5571.541992
	Iteration 10Q: 3 clusters Score -1.042744e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 73194 members 
Entering Unmasked Estep 
Score: -10429383.000000 Penalty: 5571.541992
	Iteration 11Q: 3 clusters Score -1.042938e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 73911 members 
Entering Unmasked Estep 
Score: -10430140.000000 Penalty: 5571.541992
	Iteration 12Q: 3 clusters Score -1.043014e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 74199 members 
Entering Unmasked Estep 
Score: -10430511.000000 Penalty: 5571.541992
	Iteration 13Q: 3 clusters Score -1.043051e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 74320 members 
Entering Unmasked Estep 
Score: -10430673.000000 Penalty: 5571.541992
	Iteration 14Q: 3 clusters Score -1.043067e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 74380 members 
Entering Unmasked Estep 
Score: -10430733.000000 Penalty: 5571.541992
	Iteration 15Q: 3 clusters Score -1.043073e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 74427 members 
Entering Unmasked Estep 
Score: -10430782.000000 Penalty: 5571.541992
	Iteration 16Q: 3 clusters Score -1.043078e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 74455 members 
Entering Unmasked Estep 
Score: -10430825.000000 Penalty: 5571.541992
	Iteration 17Q: 3 clusters Score -1.043082e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 74486 members 
Entering Unmasked Estep 
Score: -10430883.000000 Penalty: 5571.541992
	Iteration 18Q: 3 clusters Score -1.043088e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 74507 members 
Entering Unmasked Estep 
Score: -10430889.000000 Penalty: 5571.541992
	Iteration 19Q: 3 clusters Score -1.043089e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 74526 members 
Entering Unmasked Estep 
Score: -10430904.000000 Penalty: 5571.541992
	Iteration 20F: 3 clusters Score -1.04309e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -10430901.000000 Penalty: 5571.541992
	Iteration 21Q: 3 clusters Score -1.04309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 74545 members 
Entering Unmasked Estep 
Score: -10430902.000000 Penalty: 5571.541992
	Iteration 22Q: 3 clusters Score -1.04309e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 74553 members 
Entering Unmasked Estep 
Score: -10430901.000000 Penalty: 5571.541992
	Iteration 23Q: 3 clusters Score -1.04309e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 74563 members 
Entering Unmasked Estep 
Score: -10430912.000000 Penalty: 5571.541992
	Iteration 24Q: 3 clusters Score -1.043091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 74564 members 
Entering Unmasked Estep 
Score: -10430920.000000 Penalty: 5571.541992
	Iteration 25Q: 3 clusters Score -1.043092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 74572 members 
Entering Unmasked Estep 
Score: -10430928.000000 Penalty: 5571.541992
	Iteration 26Q: 3 clusters Score -1.043093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 74578 members 
Entering Unmasked Estep 
Score: -10430922.000000 Penalty: 5571.541992
	Iteration 27Q: 3 clusters Score -1.043092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 74585 members 
Entering Unmasked Estep 
Score: -10430933.000000 Penalty: 5571.541992
	Iteration 28Q: 3 clusters Score -1.043093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 74592 members 
Entering Unmasked Estep 
Score: -10430930.000000 Penalty: 5571.541992
	Iteration 29Q: 3 clusters Score -1.043093e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 74597 members 
Entering Unmasked Estep 
Score: -10430933.000000 Penalty: 5571.541992
	Iteration 30Q: 3 clusters Score -1.043093e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 74606 members 
Entering Unmasked Estep 
Score: -10430937.000000 Penalty: 5571.541992
	Iteration 31Q: 3 clusters Score -1.043094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 74614 members 
Entering Unmasked Estep 
Score: -10430945.000000 Penalty: 5571.541992
	Iteration 32Q: 3 clusters Score -1.043094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74617 members 
Entering Unmasked Estep 
Score: -10430945.000000 Penalty: 5571.541992
	Iteration 33Q: 3 clusters Score -1.043094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 74618 members 
Entering Unmasked Estep 
Score: -10430951.000000 Penalty: 5571.541992
	Iteration 34Q: 3 clusters Score -1.043095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 74621 members 
Entering Unmasked Estep 
Score: -10430955.000000 Penalty: 5571.541992
	Iteration 35Q: 3 clusters Score -1.043096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 74624 members 
Entering Unmasked Estep 
Score: -10430947.000000 Penalty: 5571.541992
	Iteration 36Q: 3 clusters Score -1.043095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 74625 members 
Entering Unmasked Estep 
Score: -10430949.000000 Penalty: 5571.541992
	Iteration 37Q: 3 clusters Score -1.043095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 74627 members 
Entering Unmasked Estep 
Score: -10430945.000000 Penalty: 5571.541992
	Iteration 38Q: 3 clusters Score -1.043094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 74629 members 
Entering Unmasked Estep 
Score: -10430945.000000 Penalty: 5571.541992
	Iteration 39Q: 3 clusters Score -1.043094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 74631 members 
Entering Unmasked Estep 
Score: -10430945.000000 Penalty: 5571.541992
	Iteration 40F: 3 clusters Score -1.043094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 74634 members 
Entering Unmasked Estep 
Score: -10430950.000000 Penalty: 5571.541992
	Iteration 41Q: 3 clusters Score -1.043095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 74637 members 
Entering Unmasked Estep 
Score: -10430959.000000 Penalty: 5571.541992
	Iteration 42Q: 3 clusters Score -1.043096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 74640 members 
Entering Unmasked Estep 
Score: -10430956.000000 Penalty: 5571.541992
	Iteration 43Q: 3 clusters Score -1.043096e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 74640 members 
Entering Unmasked Estep 
Score: -10430956.000000 Penalty: 5571.541992
	Iteration 44F: 3 clusters Score -1.043096e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70017 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57636 members 
Mstep: Class 9 contains 13876 members 
Mstep: Class 10 contains 161752 members 
Mstep: Class 11 contains 18953 members 
Mstep: Class 12 contains 151387 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37928 members 
Mstep: Class 17 contains 24591 members 
Mstep: Class 18 contains 54651 members 
Mstep: Class 19 contains 184147 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104448.000000 Penalty: 54213.273438
Iteration 479Q: 17 clusters Score -1.161044e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70012 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57637 members 
Mstep: Class 9 contains 13875 members 
Mstep: Class 10 contains 161741 members 
Mstep: Class 11 contains 18955 members 
Mstep: Class 12 contains 151400 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37929 members 
Mstep: Class 17 contains 24592 members 
Mstep: Class 18 contains 54654 members 
Mstep: Class 19 contains 184146 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104456.000000 Penalty: 54213.273438
Iteration 480F: 17 clusters Score -1.161045e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70009 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57636 members 
Mstep: Class 9 contains 13876 members 
Mstep: Class 10 contains 161735 members 
Mstep: Class 11 contains 18957 members 
Mstep: Class 12 contains 151405 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37929 members 
Mstep: Class 17 contains 24591 members 
Mstep: Class 18 contains 54652 members 
Mstep: Class 19 contains 184150 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104400.000000 Penalty: 54213.273438
Iteration 481Q: 17 clusters Score -1.161044e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70007 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57638 members 
Mstep: Class 9 contains 13876 members 
Mstep: Class 10 contains 161732 members 
Mstep: Class 11 contains 18959 members 
Mstep: Class 12 contains 151408 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37929 members 
Mstep: Class 17 contains 24591 members 
Mstep: Class 18 contains 54655 members 
Mstep: Class 19 contains 184146 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104440.000000 Penalty: 54213.273438
Iteration 482Q: 17 clusters Score -1.161044e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 70000 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57639 members 
Mstep: Class 9 contains 13876 members 
Mstep: Class 10 contains 161731 members 
Mstep: Class 11 contains 18959 members 
Mstep: Class 12 contains 151409 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37931 members 
Mstep: Class 17 contains 24592 members 
Mstep: Class 18 contains 54658 members 
Mstep: Class 19 contains 184145 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104456.000000 Penalty: 54213.273438
Iteration 483Q: 17 clusters Score -1.161045e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 69997 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57638 members 
Mstep: Class 9 contains 13879 members 
Mstep: Class 10 contains 161727 members 
Mstep: Class 11 contains 18961 members 
Mstep: Class 12 contains 151411 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37931 members 
Mstep: Class 17 contains 24593 members 
Mstep: Class 18 contains 54659 members 
Mstep: Class 19 contains 184142 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104504.000000 Penalty: 54213.273438
Iteration 484Q: 17 clusters Score -1.161045e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 69995 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57638 members 
Mstep: Class 9 contains 13878 members 
Mstep: Class 10 contains 161726 members 
Mstep: Class 11 contains 18960 members 
Mstep: Class 12 contains 151417 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37932 members 
Mstep: Class 17 contains 24593 members 
Mstep: Class 18 contains 54661 members 
Mstep: Class 19 contains 184135 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104512.000000 Penalty: 54213.273438
Iteration 485Q: 17 clusters Score -1.161045e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 69990 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57638 members 
Mstep: Class 9 contains 13878 members 
Mstep: Class 10 contains 161721 members 
Mstep: Class 11 contains 18959 members 
Mstep: Class 12 contains 151429 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37932 members 
Mstep: Class 17 contains 24594 members 
Mstep: Class 18 contains 54661 members 
Mstep: Class 19 contains 184133 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104432.000000 Penalty: 54213.273438
Iteration 486Q: 17 clusters Score -1.161044e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 69986 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57640 members 
Mstep: Class 9 contains 13878 members 
Mstep: Class 10 contains 161718 members 
Mstep: Class 11 contains 18960 members 
Mstep: Class 12 contains 151433 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37932 members 
Mstep: Class 17 contains 24595 members 
Mstep: Class 18 contains 54662 members 
Mstep: Class 19 contains 184130 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104488.000000 Penalty: 54213.273438
Iteration 487Q: 17 clusters Score -1.161045e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 69983 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57640 members 
Mstep: Class 9 contains 13878 members 
Mstep: Class 10 contains 161716 members 
Mstep: Class 11 contains 18960 members 
Mstep: Class 12 contains 151443 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37932 members 
Mstep: Class 17 contains 24595 members 
Mstep: Class 18 contains 54662 members 
Mstep: Class 19 contains 184125 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104496.000000 Penalty: 54213.273438
Iteration 488Q: 17 clusters Score -1.161045e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 69982 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57639 members 
Mstep: Class 9 contains 13878 members 
Mstep: Class 10 contains 161716 members 
Mstep: Class 11 contains 18960 members 
Mstep: Class 12 contains 151454 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37933 members 
Mstep: Class 17 contains 24594 members 
Mstep: Class 18 contains 54660 members 
Mstep: Class 19 contains 184117 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104560.000000 Penalty: 54213.273438
Iteration 489Q: 17 clusters Score -1.161046e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 69983 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57639 members 
Mstep: Class 9 contains 13877 members 
Mstep: Class 10 contains 161718 members 
Mstep: Class 11 contains 18960 members 
Mstep: Class 12 contains 151456 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37934 members 
Mstep: Class 17 contains 24594 members 
Mstep: Class 18 contains 54660 members 
Mstep: Class 19 contains 184112 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104568.000000 Penalty: 54213.273438
Iteration 490Q: 17 clusters Score -1.161046e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 69981 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57639 members 
Mstep: Class 9 contains 13878 members 
Mstep: Class 10 contains 161719 members 
Mstep: Class 11 contains 18960 members 
Mstep: Class 12 contains 151454 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37936 members 
Mstep: Class 17 contains 24593 members 
Mstep: Class 18 contains 54662 members 
Mstep: Class 19 contains 184111 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104560.000000 Penalty: 54213.273438
Iteration 491Q: 17 clusters Score -1.161046e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 69978 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57640 members 
Mstep: Class 9 contains 13879 members 
Mstep: Class 10 contains 161719 members 
Mstep: Class 11 contains 18960 members 
Mstep: Class 12 contains 151454 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37936 members 
Mstep: Class 17 contains 24593 members 
Mstep: Class 18 contains 54662 members 
Mstep: Class 19 contains 184111 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104488.000000 Penalty: 54213.273438
Iteration 492Q: 17 clusters Score -1.161045e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 69974 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57640 members 
Mstep: Class 9 contains 13880 members 
Mstep: Class 10 contains 161715 members 
Mstep: Class 11 contains 18960 members 
Mstep: Class 12 contains 151458 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37937 members 
Mstep: Class 17 contains 24593 members 
Mstep: Class 18 contains 54662 members 
Mstep: Class 19 contains 184114 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104576.000000 Penalty: 54213.273438
Iteration 493Q: 17 clusters Score -1.161046e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 69973 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57640 members 
Mstep: Class 9 contains 13879 members 
Mstep: Class 10 contains 161714 members 
Mstep: Class 11 contains 18960 members 
Mstep: Class 12 contains 151458 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37939 members 
Mstep: Class 17 contains 24593 members 
Mstep: Class 18 contains 54662 members 
Mstep: Class 19 contains 184116 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104528.000000 Penalty: 54213.273438
Iteration 494Q: 17 clusters Score -1.161045e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 69970 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57640 members 
Mstep: Class 9 contains 13877 members 
Mstep: Class 10 contains 161714 members 
Mstep: Class 11 contains 18960 members 
Mstep: Class 12 contains 151462 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37943 members 
Mstep: Class 17 contains 24593 members 
Mstep: Class 18 contains 54661 members 
Mstep: Class 19 contains 184113 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104512.000000 Penalty: 54213.273438
Iteration 495Q: 17 clusters Score -1.161045e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 69970 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57643 members 
Mstep: Class 9 contains 13876 members 
Mstep: Class 10 contains 161710 members 
Mstep: Class 11 contains 18960 members 
Mstep: Class 12 contains 151465 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37945 members 
Mstep: Class 17 contains 24593 members 
Mstep: Class 18 contains 54662 members 
Mstep: Class 19 contains 184108 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104552.000000 Penalty: 54213.273438
Iteration 496Q: 17 clusters Score -1.161046e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 69968 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57642 members 
Mstep: Class 9 contains 13876 members 
Mstep: Class 10 contains 161712 members 
Mstep: Class 11 contains 18960 members 
Mstep: Class 12 contains 151464 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37945 members 
Mstep: Class 17 contains 24593 members 
Mstep: Class 18 contains 54663 members 
Mstep: Class 19 contains 184110 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104592.000000 Penalty: 54213.273438
Iteration 497Q: 17 clusters Score -1.161046e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 69966 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57640 members 
Mstep: Class 9 contains 13876 members 
Mstep: Class 10 contains 161716 members 
Mstep: Class 11 contains 18960 members 
Mstep: Class 12 contains 151466 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37945 members 
Mstep: Class 17 contains 24594 members 
Mstep: Class 18 contains 54664 members 
Mstep: Class 19 contains 184108 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104560.000000 Penalty: 54213.273438
Iteration 498Q: 17 clusters Score -1.161046e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 69965 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57641 members 
Mstep: Class 9 contains 13876 members 
Mstep: Class 10 contains 161715 members 
Mstep: Class 11 contains 18961 members 
Mstep: Class 12 contains 151468 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37946 members 
Mstep: Class 17 contains 24594 members 
Mstep: Class 18 contains 54664 members 
Mstep: Class 19 contains 184104 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104656.000000 Penalty: 54213.273438
Iteration 499Q: 17 clusters Score -1.161047e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 69962 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 8 contains 57641 members 
Mstep: Class 9 contains 13876 members 
Mstep: Class 10 contains 161712 members 
Mstep: Class 11 contains 18960 members 
Mstep: Class 12 contains 151472 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 16 contains 37946 members 
Mstep: Class 17 contains 24595 members 
Mstep: Class 18 contains 54663 members 
Mstep: Class 19 contains 184108 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 75583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104656.000000 Penalty: 54213.273438
Iteration 500F: 17 clusters Score -1.161047e+08 nChanged 30
Maximum iterations exceeded
--- Evaluating fit on full set of 2574669 points ---
Entering Unmasked Estep 
Score: -344557280.000000 Penalty: 58572.566406
22->17 Clusters: Score -344557280.000000, best is -344566240.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 858223 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 39208 members 
Mstep: Class 3 contains 39002 members 
Mstep: Class 4 contains 39012 members 
Mstep: Class 5 contains 39199 members 
Mstep: Class 6 contains 38983 members 
Mstep: Class 7 contains 39241 members 
Mstep: Class 8 contains 38693 members 
Mstep: Class 9 contains 38943 members 
Mstep: Class 10 contains 39041 members 
Mstep: Class 11 contains 39248 members 
Mstep: Class 12 contains 38974 members 
Mstep: Class 13 contains 38972 members 
Mstep: Class 14 contains 38851 members 
Mstep: Class 15 contains 39101 members 
Mstep: Class 16 contains 38747 members 
Mstep: Class 17 contains 39262 members 
Mstep: Class 18 contains 38976 members 
Mstep: Class 19 contains 38760 members 
Mstep: Class 20 contains 38808 members 
Mstep: Class 21 contains 38816 members 
Mstep: Class 22 contains 39205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 561.569092 but Gain 3388.328125
Score: -112901904.000000 Penalty: 71154.921875
Iteration 0F: 22 clusters Score -1.129019e+08 nChanged 814921
Entering Unmasked Mstep 
Mstep: Class 0 contains 978 members 
Mstep: Class 1 contains 81733 members 
Mstep: Class 2 contains 36538 members 
Mstep: Class 3 contains 28982 members 
Mstep: Class 4 contains 102848 members 
Mstep: Class 5 contains 37612 members 
Mstep: Class 6 contains 25323 members 
Mstep: Class 7 contains 23466 members 
Mstep: Class 8 contains 29030 members 
Mstep: Class 9 contains 92173 members 
Mstep: Class 10 contains 20863 members 
Mstep: Class 11 contains 89487 members 
Mstep: Class 12 contains 15026 members 
Mstep: Class 13 contains 18013 members 
Mstep: Class 14 contains 61841 members 
Mstep: Class 15 contains 34450 members 
Mstep: Class 16 contains 22209 members 
Mstep: Class 17 contains 23945 members 
Mstep: Class 19 contains 24834 members 
Mstep: Class 20 contains 13354 members 
Mstep: Class 21 contains 48692 members 
Mstep: Class 22 contains 26826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114987920.000000 Penalty: 71154.921875
Iteration 1F: 22 clusters Score -1.149879e+08 nChanged 280551
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 86104 members 
Mstep: Class 2 contains 30913 members 
Mstep: Class 3 contains 16832 members 
Mstep: Class 4 contains 159864 members 
Mstep: Class 5 contains 33854 members 
Mstep: Class 6 contains 21583 members 
Mstep: Class 7 contains 20713 members 
Mstep: Class 8 contains 20166 members 
Mstep: Class 9 contains 107531 members 
Mstep: Class 10 contains 19772 members 
Mstep: Class 11 contains 105084 members 
Mstep: Class 12 contains 10852 members 
Mstep: Class 13 contains 14246 members 
Mstep: Class 14 contains 69524 members 
Mstep: Class 15 contains 19074 members 
Mstep: Class 16 contains 16717 members 
Mstep: Class 17 contains 16289 members 
Mstep: Class 19 contains 20745 members 
Mstep: Class 20 contains 8597 members 
Mstep: Class 21 contains 38358 members 
Mstep: Class 22 contains 21016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115356944.000000 Penalty: 71154.921875
Iteration 2F: 22 clusters Score -1.153569e+08 nChanged 199333
Entering Unmasked Mstep 
Mstep: Class 0 contains 292 members 
Mstep: Class 1 contains 92611 members 
Mstep: Class 2 contains 22178 members 
Mstep: Class 3 contains 10393 members 
Mstep: Class 4 contains 209907 members 
Mstep: Class 5 contains 38689 members 
Mstep: Class 6 contains 15941 members 
Mstep: Class 7 contains 14976 members 
Mstep: Class 8 contains 14088 members 
Mstep: Class 9 contains 118543 members 
Mstep: Class 10 contains 26565 members 
Mstep: Class 11 contains 113084 members 
Mstep: Class 12 contains 7199 members 
Mstep: Class 13 contains 9548 members 
Mstep: Class 14 contains 64130 members 
Mstep: Class 15 contains 9185 members 
Mstep: Class 16 contains 10647 members 
Mstep: Class 17 contains 10355 members 
Mstep: Class 19 contains 14622 members 
Mstep: Class 20 contains 4017 members 
Mstep: Class 21 contains 32931 members 
Mstep: Class 22 contains 18322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115538848.000000 Penalty: 71154.921875
Iteration 3F: 22 clusters Score -1.155388e+08 nChanged 158004
Entering Unmasked Mstep 
Mstep: Class 0 contains 258 members 
Mstep: Class 1 contains 105571 members 
Mstep: Class 2 contains 13669 members 
Mstep: Class 3 contains 6366 members 
Mstep: Class 4 contains 251506 members 
Mstep: Class 5 contains 43315 members 
Mstep: Class 6 contains 10525 members 
Mstep: Class 7 contains 9513 members 
Mstep: Class 8 contains 10219 members 
Mstep: Class 9 contains 125170 members 
Mstep: Class 10 contains 28388 members 
Mstep: Class 11 contains 116173 members 
Mstep: Class 12 contains 4687 members 
Mstep: Class 13 contains 5444 members 
Mstep: Class 14 contains 53902 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 6074 members 
Mstep: Class 17 contains 6482 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 2966 members 
Mstep: Class 21 contains 29225 members 
Mstep: Class 22 contains 15731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1741.772949 but Gain 3388.328125
Score: -115639440.000000 Penalty: 67766.593750
Iteration 4F: 21 clusters Score -1.156394e+08 nChanged 128359
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 126797 members 
Mstep: Class 2 contains 7929 members 
Mstep: Class 3 contains 3880 members 
Mstep: Class 4 contains 266689 members 
Mstep: Class 5 contains 46736 members 
Mstep: Class 6 contains 7215 members 
Mstep: Class 7 contains 5781 members 
Mstep: Class 8 contains 8494 members 
Mstep: Class 9 contains 132713 members 
Mstep: Class 10 contains 27603 members 
Mstep: Class 11 contains 118655 members 
Mstep: Class 12 contains 3336 members 
Mstep: Class 13 contains 3092 members 
Mstep: Class 14 contains 44962 members 
Mstep: Class 16 contains 3481 members 
Mstep: Class 17 contains 3838 members 
Mstep: Class 19 contains 5717 members 
Mstep: Class 20 contains 3140 members 
Mstep: Class 21 contains 25064 members 
Mstep: Class 22 contains 13077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2040.431763 but Gain 3388.332031
Score: -115710384.000000 Penalty: 64378.261719
Iteration 5F: 20 clusters Score -1.157104e+08 nChanged 102661
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 152824 members 
Mstep: Class 2 contains 4533 members 
Mstep: Class 3 contains 2287 members 
Mstep: Class 4 contains 262037 members 
Mstep: Class 5 contains 48438 members 
Mstep: Class 6 contains 5741 members 
Mstep: Class 7 contains 3684 members 
Mstep: Class 8 contains 7917 members 
Mstep: Class 9 contains 140602 members 
Mstep: Class 10 contains 26594 members 
Mstep: Class 11 contains 120044 members 
Mstep: Class 12 contains 2642 members 
Mstep: Class 14 contains 37856 members 
Mstep: Class 16 contains 2209 members 
Mstep: Class 17 contains 2173 members 
Mstep: Class 19 contains 3884 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 21028 members 
Mstep: Class 22 contains 10592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1370.527344 but Gain 3388.328125
Score: -115761824.000000 Penalty: 60989.933594
Iteration 6F: 19 clusters Score -1.157618e+08 nChanged 89844
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 181505 members 
Mstep: Class 2 contains 2753 members 
Mstep: Class 4 contains 244574 members 
Mstep: Class 5 contains 48859 members 
Mstep: Class 6 contains 5228 members 
Mstep: Class 7 contains 2584 members 
Mstep: Class 8 contains 8491 members 
Mstep: Class 9 contains 149908 members 
Mstep: Class 10 contains 25965 members 
Mstep: Class 11 contains 117819 members 
Mstep: Class 12 contains 2299 members 
Mstep: Class 14 contains 32529 members 
Mstep: Class 16 contains 1600 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 19 contains 3074 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 18025 members 
Mstep: Class 22 contains 8729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1564.657471 but Gain 3388.328125
Score: -115818384.000000 Penalty: 57601.605469
Iteration 7F: 18 clusters Score -1.158184e+08 nChanged 82796
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 208713 members 
Mstep: Class 2 contains 1817 members 
Mstep: Class 4 contains 223567 members 
Mstep: Class 5 contains 48091 members 
Mstep: Class 6 contains 4998 members 
Mstep: Class 7 contains 1997 members 
Mstep: Class 8 contains 9806 members 
Mstep: Class 9 contains 161414 members 
Mstep: Class 10 contains 25425 members 
Mstep: Class 11 contains 111117 members 
Mstep: Class 12 contains 2084 members 
Mstep: Class 14 contains 28512 members 
Mstep: Class 16 contains 1370 members 
Mstep: Class 19 contains 2783 members 
Mstep: Class 20 contains 3125 members 
Mstep: Class 21 contains 15993 members 
Mstep: Class 22 contains 7385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1369.471802 but Gain 3388.332031
Score: -115870520.000000 Penalty: 54213.273438
Iteration 8F: 17 clusters Score -1.158705e+08 nChanged 76247
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 231965 members 
Mstep: Class 4 contains 203034 members 
Mstep: Class 5 contains 46419 members 
Mstep: Class 6 contains 4828 members 
Mstep: Class 7 contains 1668 members 
Mstep: Class 8 contains 11295 members 
Mstep: Class 9 contains 176761 members 
Mstep: Class 10 contains 25174 members 
Mstep: Class 11 contains 101509 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 14 contains 25307 members 
Mstep: Class 16 contains 1285 members 
Mstep: Class 19 contains 2657 members 
Mstep: Class 20 contains 3140 members 
Mstep: Class 21 contains 14745 members 
Mstep: Class 22 contains 6556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1707.231689 but Gain 3388.328125
Score: -115913536.000000 Penalty: 50824.945312
Iteration 9F: 16 clusters Score -1.159135e+08 nChanged 67116
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 247745 members 
Mstep: Class 4 contains 185301 members 
Mstep: Class 5 contains 44210 members 
Mstep: Class 6 contains 4673 members 
Mstep: Class 7 contains 1466 members 
Mstep: Class 8 contains 12633 members 
Mstep: Class 9 contains 195544 members 
Mstep: Class 10 contains 25251 members 
Mstep: Class 11 contains 90907 members 
Mstep: Class 12 contains 1671 members 
Mstep: Class 14 contains 22839 members 
Mstep: Class 19 contains 2673 members 
Mstep: Class 20 contains 3155 members 
Mstep: Class 21 contains 14035 members 
Mstep: Class 22 contains 6099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1824.810181 but Gain 3388.332031
Score: -115944744.000000 Penalty: 47436.613281
Iteration 10F: 15 clusters Score -1.159447e+08 nChanged 59201
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 255548 members 
Mstep: Class 4 contains 169342 members 
Mstep: Class 5 contains 41799 members 
Mstep: Class 6 contains 4512 members 
Mstep: Class 8 contains 13753 members 
Mstep: Class 9 contains 218437 members 
Mstep: Class 10 contains 25549 members 
Mstep: Class 11 contains 81381 members 
Mstep: Class 12 contains 1527 members 
Mstep: Class 14 contains 20847 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 13677 members 
Mstep: Class 22 contains 5916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2061.377686 but Gain 3388.328125
Score: -115966808.000000 Penalty: 44048.285156
Iteration 11F: 14 clusters Score -1.159668e+08 nChanged 55600
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 256314 members 
Mstep: Class 4 contains 154024 members 
Mstep: Class 5 contains 38760 members 
Mstep: Class 6 contains 4319 members 
Mstep: Class 8 contains 14773 members 
Mstep: Class 9 contains 246475 members 
Mstep: Class 10 contains 26001 members 
Mstep: Class 11 contains 72924 members 
Mstep: Class 14 contains 19248 members 
Mstep: Class 19 contains 2909 members 
Mstep: Class 20 contains 3179 members 
Mstep: Class 21 contains 13437 members 
Mstep: Class 22 contains 5839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115975192.000000 Penalty: 44048.285156
Iteration 12F: 14 clusters Score -1.159752e+08 nChanged 54341
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 252858 members 
Mstep: Class 4 contains 140288 members 
Mstep: Class 5 contains 35756 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 8 contains 15785 members 
Mstep: Class 9 contains 273393 members 
Mstep: Class 10 contains 26536 members 
Mstep: Class 11 contains 66003 members 
Mstep: Class 14 contains 18159 members 
Mstep: Class 19 contains 3040 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 13327 members 
Mstep: Class 22 contains 5765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115978600.000000 Penalty: 44048.285156
Iteration 13F: 14 clusters Score -1.159786e+08 nChanged 46947
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 250786 members 
Mstep: Class 4 contains 133547 members 
Mstep: Class 5 contains 32962 members 
Mstep: Class 6 contains 3864 members 
Mstep: Class 8 contains 16714 members 
Mstep: Class 9 contains 290116 members 
Mstep: Class 10 contains 27064 members 
Mstep: Class 11 contains 60707 members 
Mstep: Class 14 contains 17245 members 
Mstep: Class 19 contains 3040 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 13256 members 
Mstep: Class 22 contains 5719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115973872.000000 Penalty: 44048.285156
Iteration 14F: 14 clusters Score -1.159739e+08 nChanged 39113
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 250685 members 
Mstep: Class 4 contains 136110 members 
Mstep: Class 5 contains 30730 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 8 contains 17695 members 
Mstep: Class 9 contains 293621 members 
Mstep: Class 10 contains 27599 members 
Mstep: Class 11 contains 56635 members 
Mstep: Class 14 contains 16451 members 
Mstep: Class 19 contains 2927 members 
Mstep: Class 20 contains 3180 members 
Mstep: Class 21 contains 13210 members 
Mstep: Class 22 contains 5672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115968952.000000 Penalty: 44048.285156
Iteration 15Q: 14 clusters Score -1.15969e+08 nChanged 31385
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 251252 members 
Mstep: Class 4 contains 140864 members 
Mstep: Class 5 contains 29192 members 
Mstep: Class 6 contains 3530 members 
Mstep: Class 8 contains 18805 members 
Mstep: Class 9 contains 290988 members 
Mstep: Class 10 contains 28089 members 
Mstep: Class 11 contains 54617 members 
Mstep: Class 14 contains 15989 members 
Mstep: Class 19 contains 2900 members 
Mstep: Class 20 contains 3175 members 
Mstep: Class 21 contains 13186 members 
Mstep: Class 22 contains 5615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115968848.000000 Penalty: 44048.285156
Iteration 16Q: 14 clusters Score -1.159688e+08 nChanged 25674
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 251646 members 
Mstep: Class 4 contains 145014 members 
Mstep: Class 5 contains 28048 members 
Mstep: Class 6 contains 3367 members 
Mstep: Class 8 contains 20003 members 
Mstep: Class 9 contains 286567 members 
Mstep: Class 10 contains 28481 members 
Mstep: Class 11 contains 54308 members 
Mstep: Class 14 contains 15878 members 
Mstep: Class 19 contains 2944 members 
Mstep: Class 20 contains 3178 members 
Mstep: Class 21 contains 13171 members 
Mstep: Class 22 contains 5597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115970656.000000 Penalty: 44048.285156
Iteration 17Q: 14 clusters Score -1.159707e+08 nChanged 21944
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 251682 members 
Mstep: Class 4 contains 148094 members 
Mstep: Class 5 contains 27160 members 
Mstep: Class 6 contains 3183 members 
Mstep: Class 8 contains 21207 members 
Mstep: Class 9 contains 282092 members 
Mstep: Class 10 contains 28833 members 
Mstep: Class 11 contains 54958 members 
Mstep: Class 14 contains 16050 members 
Mstep: Class 19 contains 3027 members 
Mstep: Class 20 contains 3180 members 
Mstep: Class 21 contains 13151 members 
Mstep: Class 22 contains 5585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115972552.000000 Penalty: 44048.285156
Iteration 18Q: 14 clusters Score -1.159726e+08 nChanged 19513
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 251499 members 
Mstep: Class 4 contains 150240 members 
Mstep: Class 5 contains 26413 members 
Mstep: Class 6 contains 2972 members 
Mstep: Class 8 contains 22424 members 
Mstep: Class 9 contains 277822 members 
Mstep: Class 10 contains 29095 members 
Mstep: Class 11 contains 56326 members 
Mstep: Class 14 contains 16396 members 
Mstep: Class 19 contains 3144 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 13139 members 
Mstep: Class 22 contains 5550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115973760.000000 Penalty: 44048.285156
Iteration 19Q: 14 clusters Score -1.159738e+08 nChanged 17976
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 251178 members 
Mstep: Class 4 contains 151587 members 
Mstep: Class 5 contains 25803 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 8 contains 23697 members 
Mstep: Class 9 contains 273848 members 
Mstep: Class 10 contains 29306 members 
Mstep: Class 11 contains 58139 members 
Mstep: Class 14 contains 16771 members 
Mstep: Class 19 contains 3262 members 
Mstep: Class 20 contains 3179 members 
Mstep: Class 21 contains 13144 members 
Mstep: Class 22 contains 5518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3313.459717 but Gain 3388.328125
Score: -115974888.000000 Penalty: 40659.957031
Iteration 20F: 13 clusters Score -1.159749e+08 nChanged 19434
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 250957 members 
Mstep: Class 4 contains 152773 members 
Mstep: Class 5 contains 25346 members 
Mstep: Class 8 contains 26580 members 
Mstep: Class 9 contains 270226 members 
Mstep: Class 10 contains 29496 members 
Mstep: Class 11 contains 60286 members 
Mstep: Class 14 contains 17323 members 
Mstep: Class 19 contains 3411 members 
Mstep: Class 20 contains 3178 members 
Mstep: Class 21 contains 13156 members 
Mstep: Class 22 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115978888.000000 Penalty: 40659.957031
Iteration 21Q: 13 clusters Score -1.159789e+08 nChanged 17143
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 250950 members 
Mstep: Class 4 contains 153170 members 
Mstep: Class 5 contains 24957 members 
Mstep: Class 8 contains 28584 members 
Mstep: Class 9 contains 265010 members 
Mstep: Class 10 contains 29614 members 
Mstep: Class 11 contains 62554 members 
Mstep: Class 14 contains 17989 members 
Mstep: Class 19 contains 3573 members 
Mstep: Class 20 contains 3180 members 
Mstep: Class 21 contains 13211 members 
Mstep: Class 22 contains 5410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115978136.000000 Penalty: 40659.957031
Iteration 22Q: 13 clusters Score -1.159781e+08 nChanged 17710
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 250896 members 
Mstep: Class 4 contains 153351 members 
Mstep: Class 5 contains 24704 members 
Mstep: Class 8 contains 30547 members 
Mstep: Class 9 contains 259465 members 
Mstep: Class 10 contains 29719 members 
Mstep: Class 11 contains 65127 members 
Mstep: Class 14 contains 18836 members 
Mstep: Class 19 contains 3764 members 
Mstep: Class 20 contains 3180 members 
Mstep: Class 21 contains 13282 members 
Mstep: Class 22 contains 5331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115982944.000000 Penalty: 40659.957031
Iteration 23Q: 13 clusters Score -1.159829e+08 nChanged 16524
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 250714 members 
Mstep: Class 4 contains 154157 members 
Mstep: Class 5 contains 24393 members 
Mstep: Class 8 contains 32452 members 
Mstep: Class 9 contains 253232 members 
Mstep: Class 10 contains 29812 members 
Mstep: Class 11 contains 67910 members 
Mstep: Class 14 contains 19786 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 3180 members 
Mstep: Class 21 contains 13338 members 
Mstep: Class 22 contains 5272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115987936.000000 Penalty: 40659.957031
Iteration 24Q: 13 clusters Score -1.159879e+08 nChanged 16002
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 250207 members 
Mstep: Class 4 contains 154759 members 
Mstep: Class 5 contains 24021 members 
Mstep: Class 8 contains 34229 members 
Mstep: Class 9 contains 247620 members 
Mstep: Class 10 contains 29849 members 
Mstep: Class 11 contains 70697 members 
Mstep: Class 14 contains 20893 members 
Mstep: Class 19 contains 4115 members 
Mstep: Class 20 contains 3183 members 
Mstep: Class 21 contains 13445 members 
Mstep: Class 22 contains 5184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115992784.000000 Penalty: 40659.957031
Iteration 25Q: 13 clusters Score -1.159928e+08 nChanged 15541
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 249492 members 
Mstep: Class 4 contains 155183 members 
Mstep: Class 5 contains 23664 members 
Mstep: Class 8 contains 35946 members 
Mstep: Class 9 contains 242242 members 
Mstep: Class 10 contains 29864 members 
Mstep: Class 11 contains 73562 members 
Mstep: Class 14 contains 22198 members 
Mstep: Class 19 contains 4220 members 
Mstep: Class 20 contains 3178 members 
Mstep: Class 21 contains 13534 members 
Mstep: Class 22 contains 5119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115996576.000000 Penalty: 40659.957031
Iteration 26Q: 13 clusters Score -1.159966e+08 nChanged 15028
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 248473 members 
Mstep: Class 4 contains 155676 members 
Mstep: Class 5 contains 23323 members 
Mstep: Class 8 contains 37548 members 
Mstep: Class 9 contains 236861 members 
Mstep: Class 10 contains 29854 members 
Mstep: Class 11 contains 76526 members 
Mstep: Class 14 contains 23739 members 
Mstep: Class 19 contains 4335 members 
Mstep: Class 20 contains 3179 members 
Mstep: Class 21 contains 13624 members 
Mstep: Class 22 contains 5064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116001688.000000 Penalty: 40659.957031
Iteration 27Q: 13 clusters Score -1.160017e+08 nChanged 14319
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 247442 members 
Mstep: Class 4 contains 156201 members 
Mstep: Class 5 contains 22929 members 
Mstep: Class 8 contains 39117 members 
Mstep: Class 9 contains 231429 members 
Mstep: Class 10 contains 29838 members 
Mstep: Class 11 contains 79458 members 
Mstep: Class 14 contains 25451 members 
Mstep: Class 19 contains 4427 members 
Mstep: Class 20 contains 3178 members 
Mstep: Class 21 contains 13727 members 
Mstep: Class 22 contains 5005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116005296.000000 Penalty: 40659.957031
Iteration 28Q: 13 clusters Score -1.160053e+08 nChanged 13447
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 246502 members 
Mstep: Class 4 contains 156658 members 
Mstep: Class 5 contains 22525 members 
Mstep: Class 8 contains 40476 members 
Mstep: Class 9 contains 226064 members 
Mstep: Class 10 contains 29808 members 
Mstep: Class 11 contains 82553 members 
Mstep: Class 14 contains 27162 members 
Mstep: Class 19 contains 4509 members 
Mstep: Class 20 contains 3179 members 
Mstep: Class 21 contains 13829 members 
Mstep: Class 22 contains 4937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116009576.000000 Penalty: 40659.957031
Iteration 29Q: 13 clusters Score -1.160096e+08 nChanged 12774
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 245435 members 
Mstep: Class 4 contains 156928 members 
Mstep: Class 5 contains 22105 members 
Mstep: Class 8 contains 41747 members 
Mstep: Class 9 contains 221133 members 
Mstep: Class 10 contains 29779 members 
Mstep: Class 11 contains 85721 members 
Mstep: Class 14 contains 28760 members 
Mstep: Class 19 contains 4602 members 
Mstep: Class 20 contains 3179 members 
Mstep: Class 21 contains 13934 members 
Mstep: Class 22 contains 4879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116012160.000000 Penalty: 40659.957031
Iteration 30Q: 13 clusters Score -1.160122e+08 nChanged 12164
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 244241 members 
Mstep: Class 4 contains 157160 members 
Mstep: Class 5 contains 21660 members 
Mstep: Class 8 contains 42912 members 
Mstep: Class 9 contains 216363 members 
Mstep: Class 10 contains 29764 members 
Mstep: Class 11 contains 89072 members 
Mstep: Class 14 contains 30305 members 
Mstep: Class 19 contains 4693 members 
Mstep: Class 20 contains 3179 members 
Mstep: Class 21 contains 14045 members 
Mstep: Class 22 contains 4808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116015312.000000 Penalty: 40659.957031
Iteration 31Q: 13 clusters Score -1.160153e+08 nChanged 11460
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 242836 members 
Mstep: Class 4 contains 157303 members 
Mstep: Class 5 contains 21300 members 
Mstep: Class 8 contains 43957 members 
Mstep: Class 9 contains 212085 members 
Mstep: Class 10 contains 29721 members 
Mstep: Class 11 contains 92451 members 
Mstep: Class 14 contains 31667 members 
Mstep: Class 19 contains 4771 members 
Mstep: Class 20 contains 3178 members 
Mstep: Class 21 contains 14193 members 
Mstep: Class 22 contains 4740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116019048.000000 Penalty: 40659.957031
Iteration 32Q: 13 clusters Score -1.16019e+08 nChanged 10717
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 241298 members 
Mstep: Class 4 contains 157229 members 
Mstep: Class 5 contains 20983 members 
Mstep: Class 8 contains 44868 members 
Mstep: Class 9 contains 208442 members 
Mstep: Class 10 contains 29651 members 
Mstep: Class 11 contains 95779 members 
Mstep: Class 14 contains 32942 members 
Mstep: Class 19 contains 4830 members 
Mstep: Class 20 contains 3178 members 
Mstep: Class 21 contains 14332 members 
Mstep: Class 22 contains 4670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116022136.000000 Penalty: 40659.957031
Iteration 33Q: 13 clusters Score -1.160221e+08 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 239724 members 
Mstep: Class 4 contains 157024 members 
Mstep: Class 5 contains 20736 members 
Mstep: Class 8 contains 45687 members 
Mstep: Class 9 contains 205258 members 
Mstep: Class 10 contains 29603 members 
Mstep: Class 11 contains 99070 members 
Mstep: Class 14 contains 34022 members 
Mstep: Class 19 contains 4862 members 
Mstep: Class 20 contains 3177 members 
Mstep: Class 21 contains 14440 members 
Mstep: Class 22 contains 4599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116024936.000000 Penalty: 40659.957031
Iteration 34Q: 13 clusters Score -1.160249e+08 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 238167 members 
Mstep: Class 4 contains 156821 members 
Mstep: Class 5 contains 20525 members 
Mstep: Class 8 contains 46389 members 
Mstep: Class 9 contains 202316 members 
Mstep: Class 10 contains 29553 members 
Mstep: Class 11 contains 102365 members 
Mstep: Class 14 contains 34948 members 
Mstep: Class 19 contains 4853 members 
Mstep: Class 20 contains 3181 members 
Mstep: Class 21 contains 14568 members 
Mstep: Class 22 contains 4516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116027424.000000 Penalty: 40659.957031
Iteration 35Q: 13 clusters Score -1.160274e+08 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 236570 members 
Mstep: Class 4 contains 156541 members 
Mstep: Class 5 contains 20309 members 
Mstep: Class 8 contains 47000 members 
Mstep: Class 9 contains 199817 members 
Mstep: Class 10 contains 29497 members 
Mstep: Class 11 contains 105628 members 
Mstep: Class 14 contains 35693 members 
Mstep: Class 19 contains 4842 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 14709 members 
Mstep: Class 22 contains 4414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116029768.000000 Penalty: 40659.957031
Iteration 36Q: 13 clusters Score -1.160298e+08 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 235098 members 
Mstep: Class 4 contains 156150 members 
Mstep: Class 5 contains 20143 members 
Mstep: Class 8 contains 47551 members 
Mstep: Class 9 contains 197355 members 
Mstep: Class 10 contains 29417 members 
Mstep: Class 11 contains 108930 members 
Mstep: Class 14 contains 36356 members 
Mstep: Class 19 contains 4813 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 14888 members 
Mstep: Class 22 contains 4319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116032056.000000 Penalty: 40659.957031
Iteration 37Q: 13 clusters Score -1.160321e+08 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 233639 members 
Mstep: Class 4 contains 155681 members 
Mstep: Class 5 contains 20004 members 
Mstep: Class 8 contains 48025 members 
Mstep: Class 9 contains 195156 members 
Mstep: Class 10 contains 29336 members 
Mstep: Class 11 contains 112139 members 
Mstep: Class 14 contains 36957 members 
Mstep: Class 19 contains 4778 members 
Mstep: Class 20 contains 3186 members 
Mstep: Class 21 contains 15057 members 
Mstep: Class 22 contains 4244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116034360.000000 Penalty: 40659.957031
Iteration 38Q: 13 clusters Score -1.160344e+08 nChanged 8312
Entering ConstructFrom: 
Score: -116034360.000000 Penalty: 40659.957031
Entering ConstructFrom: 
Trying to split cluster 1 (232222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232222 members 
Entering Unmasked Estep 
Score: -31757466.000000 Penalty: 3064.151367
	Iteration 0F: 2 clusters Score -3.175747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116234 members 
Mstep: Class 2 contains 115988 members 
Entering Unmasked Estep 
Score: -31618330.000000 Penalty: 6128.302734
	Iteration 0F: 3 clusters Score -3.161833e+07 nChanged 112021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118699 members 
Mstep: Class 2 contains 113523 members 
Entering Unmasked Estep 
Score: -31683514.000000 Penalty: 6128.302734
	Iteration 1F: 3 clusters Score -3.168351e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119747 members 
Mstep: Class 2 contains 112475 members 
Entering Unmasked Estep 
Score: -31684544.000000 Penalty: 6128.302734
	Iteration 2Q: 3 clusters Score -3.168454e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121376 members 
Mstep: Class 2 contains 110846 members 
Entering Unmasked Estep 
Score: -31686018.000000 Penalty: 6128.302734
	Iteration 3Q: 3 clusters Score -3.168602e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123895 members 
Mstep: Class 2 contains 108327 members 
Entering Unmasked Estep 
Score: -31687916.000000 Penalty: 6128.302734
	Iteration 4Q: 3 clusters Score -3.168792e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127566 members 
Mstep: Class 2 contains 104656 members 
Entering Unmasked Estep 
Score: -31690582.000000 Penalty: 6128.302734
	Iteration 5Q: 3 clusters Score -3.169058e+07 nChanged 10508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132884 members 
Mstep: Class 2 contains 99338 members 
Entering Unmasked Estep 
Score: -31695210.000000 Penalty: 6128.302734
	Iteration 6Q: 3 clusters Score -3.169521e+07 nChanged 12873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140317 members 
Mstep: Class 2 contains 91905 members 
Entering Unmasked Estep 
Score: -31702118.000000 Penalty: 6128.302734
	Iteration 7F: 3 clusters Score -3.170212e+07 nChanged 15145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149646 members 
Mstep: Class 2 contains 82576 members 
Entering Unmasked Estep 
Score: -31712314.000000 Penalty: 6128.302734
	Iteration 8F: 3 clusters Score -3.171231e+07 nChanged 16236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160038 members 
Mstep: Class 2 contains 72184 members 
Entering Unmasked Estep 
Score: -31724270.000000 Penalty: 6128.302734
	Iteration 9F: 3 clusters Score -3.172427e+07 nChanged 15318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170078 members 
Mstep: Class 2 contains 62144 members 
Entering Unmasked Estep 
Score: -31734982.000000 Penalty: 6128.302734
	Iteration 10F: 3 clusters Score -3.173498e+07 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178432 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -31742826.000000 Penalty: 6128.302734
	Iteration 11F: 3 clusters Score -3.174283e+07 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185413 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -31747334.000000 Penalty: 6128.302734
	Iteration 12Q: 3 clusters Score -3.174733e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191724 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -31749746.000000 Penalty: 6128.302734
	Iteration 13Q: 3 clusters Score -3.174975e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197338 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -31751446.000000 Penalty: 6128.302734
	Iteration 14Q: 3 clusters Score -3.175145e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202265 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -31752706.000000 Penalty: 6128.302734
	Iteration 15Q: 3 clusters Score -3.175271e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206331 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -31753648.000000 Penalty: 6128.302734
	Iteration 16Q: 3 clusters Score -3.175365e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209633 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -31754298.000000 Penalty: 6128.302734
	Iteration 17Q: 3 clusters Score -3.17543e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212302 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -31754778.000000 Penalty: 6128.302734
	Iteration 18Q: 3 clusters Score -3.175478e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214486 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -31755076.000000 Penalty: 6128.302734
	Iteration 19Q: 3 clusters Score -3.175508e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216269 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -31755342.000000 Penalty: 6128.302734
	Iteration 20F: 3 clusters Score -3.175534e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217820 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -31755468.000000 Penalty: 6128.302734
	Iteration 21Q: 3 clusters Score -3.175547e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219120 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -31755614.000000 Penalty: 6128.302734
	Iteration 22Q: 3 clusters Score -3.175561e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220230 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -31755772.000000 Penalty: 6128.302734
	Iteration 23Q: 3 clusters Score -3.175577e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221201 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -31755844.000000 Penalty: 6128.302734
	Iteration 24Q: 3 clusters Score -3.175584e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222070 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -31755770.000000 Penalty: 6128.302734
	Iteration 25Q: 3 clusters Score -3.175577e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222848 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -31755476.000000 Penalty: 6128.302734
	Iteration 26Q: 3 clusters Score -3.175548e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223504 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -31755438.000000 Penalty: 6128.302734
	Iteration 27Q: 3 clusters Score -3.175544e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224130 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -31755388.000000 Penalty: 6128.302734
	Iteration 28Q: 3 clusters Score -3.175539e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224734 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -31755272.000000 Penalty: 6128.302734
	Iteration 29Q: 3 clusters Score -3.175527e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225330 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -31755222.000000 Penalty: 6128.302734
	Iteration 30Q: 3 clusters Score -3.175522e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225884 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -31755254.000000 Penalty: 6128.302734
	Iteration 31Q: 3 clusters Score -3.175525e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226381 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -31755176.000000 Penalty: 6128.302734
	Iteration 32Q: 3 clusters Score -3.175518e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226867 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -31755302.000000 Penalty: 6128.302734
	Iteration 33Q: 3 clusters Score -3.17553e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227297 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -31755268.000000 Penalty: 6128.302734
	Iteration 34Q: 3 clusters Score -3.175527e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227679 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -31755264.000000 Penalty: 6128.302734
	Iteration 35Q: 3 clusters Score -3.175526e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227998 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -31755242.000000 Penalty: 6128.302734
	Iteration 36Q: 3 clusters Score -3.175524e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228292 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -31755202.000000 Penalty: 6128.302734
	Iteration 37Q: 3 clusters Score -3.17552e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228558 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -31755194.000000 Penalty: 6128.302734
	Iteration 38Q: 3 clusters Score -3.175519e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228793 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -31755148.000000 Penalty: 6128.302734
	Iteration 39Q: 3 clusters Score -3.175515e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228996 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -31755122.000000 Penalty: 6128.302734
	Iteration 40F: 3 clusters Score -3.175512e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229195 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -31755108.000000 Penalty: 6128.302734
	Iteration 41Q: 3 clusters Score -3.175511e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229372 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -31755198.000000 Penalty: 6128.302734
	Iteration 42Q: 3 clusters Score -3.17552e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229530 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -31755202.000000 Penalty: 6128.302734
	Iteration 43Q: 3 clusters Score -3.17552e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229652 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -31755226.000000 Penalty: 6128.302734
	Iteration 44Q: 3 clusters Score -3.175523e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229789 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -31755230.000000 Penalty: 6128.302734
	Iteration 45Q: 3 clusters Score -3.175523e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229925 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -31755282.000000 Penalty: 6128.302734
	Iteration 46Q: 3 clusters Score -3.175528e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230040 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -31755266.000000 Penalty: 6128.302734
	Iteration 47Q: 3 clusters Score -3.175527e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230153 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -31755268.000000 Penalty: 6128.302734
	Iteration 48Q: 3 clusters Score -3.175527e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230241 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -31755204.000000 Penalty: 6128.302734
	Iteration 49Q: 3 clusters Score -3.17552e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230310 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -31755146.000000 Penalty: 6128.302734
	Iteration 50Q: 3 clusters Score -3.175515e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230369 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -31755116.000000 Penalty: 6128.302734
	Iteration 51Q: 3 clusters Score -3.175512e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230416 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -31755144.000000 Penalty: 6128.302734
	Iteration 52Q: 3 clusters Score -3.175514e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230460 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -31755180.000000 Penalty: 6128.302734
	Iteration 53Q: 3 clusters Score -3.175518e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230510 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -31755146.000000 Penalty: 6128.302734
	Iteration 54Q: 3 clusters Score -3.175515e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230561 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -31755178.000000 Penalty: 6128.302734
	Iteration 55Q: 3 clusters Score -3.175518e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230608 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -31755234.000000 Penalty: 6128.302734
	Iteration 56Q: 3 clusters Score -3.175523e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230646 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -31755276.000000 Penalty: 6128.302734
	Iteration 57Q: 3 clusters Score -3.175528e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230674 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -31755272.000000 Penalty: 6128.302734
	Iteration 58Q: 3 clusters Score -3.175527e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230702 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -31755272.000000 Penalty: 6128.302734
	Iteration 59Q: 3 clusters Score -3.175527e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230732 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -31755268.000000 Penalty: 6128.302734
	Iteration 60F: 3 clusters Score -3.175527e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230774 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -31755284.000000 Penalty: 6128.302734
	Iteration 61Q: 3 clusters Score -3.175528e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230803 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -31755278.000000 Penalty: 6128.302734
	Iteration 62Q: 3 clusters Score -3.175528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230821 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -31755286.000000 Penalty: 6128.302734
	Iteration 63Q: 3 clusters Score -3.175529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230834 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -31755288.000000 Penalty: 6128.302734
	Iteration 64Q: 3 clusters Score -3.175529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230841 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -31755274.000000 Penalty: 6128.302734
	Iteration 65Q: 3 clusters Score -3.175527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230849 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -31755298.000000 Penalty: 6128.302734
	Iteration 66Q: 3 clusters Score -3.17553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230859 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -31755296.000000 Penalty: 6128.302734
	Iteration 67Q: 3 clusters Score -3.17553e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230871 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -31755280.000000 Penalty: 6128.302734
	Iteration 68Q: 3 clusters Score -3.175528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230883 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -31755278.000000 Penalty: 6128.302734
	Iteration 69Q: 3 clusters Score -3.175528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230897 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -31755292.000000 Penalty: 6128.302734
	Iteration 70Q: 3 clusters Score -3.175529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230904 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -31755282.000000 Penalty: 6128.302734
	Iteration 71Q: 3 clusters Score -3.175528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230911 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -31755278.000000 Penalty: 6128.302734
	Iteration 72Q: 3 clusters Score -3.175528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230922 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -31755292.000000 Penalty: 6128.302734
	Iteration 73Q: 3 clusters Score -3.175529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230932 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -31755270.000000 Penalty: 6128.302734
	Iteration 74Q: 3 clusters Score -3.175527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230941 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -31755282.000000 Penalty: 6128.302734
	Iteration 75Q: 3 clusters Score -3.175528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230954 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -31755284.000000 Penalty: 6128.302734
	Iteration 76Q: 3 clusters Score -3.175528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230966 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -31755280.000000 Penalty: 6128.302734
	Iteration 77Q: 3 clusters Score -3.175528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230977 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -31755278.000000 Penalty: 6128.302734
	Iteration 78Q: 3 clusters Score -3.175528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230990 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -31755278.000000 Penalty: 6128.302734
	Iteration 79Q: 3 clusters Score -3.175528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230996 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -31755290.000000 Penalty: 6128.302734
	Iteration 80F: 3 clusters Score -3.175529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231009 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -31755286.000000 Penalty: 6128.302734
	Iteration 81Q: 3 clusters Score -3.175529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231021 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -31755320.000000 Penalty: 6128.302734
	Iteration 82Q: 3 clusters Score -3.175532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231032 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -31755306.000000 Penalty: 6128.302734
	Iteration 83Q: 3 clusters Score -3.175531e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231044 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -31755326.000000 Penalty: 6128.302734
	Iteration 84Q: 3 clusters Score -3.175533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231050 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -31755318.000000 Penalty: 6128.302734
	Iteration 85Q: 3 clusters Score -3.175532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231062 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -31755300.000000 Penalty: 6128.302734
	Iteration 86Q: 3 clusters Score -3.17553e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231074 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -31755292.000000 Penalty: 6128.302734
	Iteration 87Q: 3 clusters Score -3.175529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231081 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -31755320.000000 Penalty: 6128.302734
	Iteration 88Q: 3 clusters Score -3.175532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231088 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -31755314.000000 Penalty: 6128.302734
	Iteration 89Q: 3 clusters Score -3.175531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231090 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -31755302.000000 Penalty: 6128.302734
	Iteration 90Q: 3 clusters Score -3.17553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231095 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -31755280.000000 Penalty: 6128.302734
	Iteration 91Q: 3 clusters Score -3.175528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231103 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -31755312.000000 Penalty: 6128.302734
	Iteration 92Q: 3 clusters Score -3.175531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231109 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -31755310.000000 Penalty: 6128.302734
	Iteration 93Q: 3 clusters Score -3.175531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231111 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -31755304.000000 Penalty: 6128.302734
	Iteration 94Q: 3 clusters Score -3.17553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231114 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -31755292.000000 Penalty: 6128.302734
	Iteration 95Q: 3 clusters Score -3.175529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231116 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -31755300.000000 Penalty: 6128.302734
	Iteration 96Q: 3 clusters Score -3.17553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231115 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -31755304.000000 Penalty: 6128.302734
	Iteration 97Q: 3 clusters Score -3.17553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231117 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -31755304.000000 Penalty: 6128.302734
	Iteration 98Q: 3 clusters Score -3.17553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231121 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -31755316.000000 Penalty: 6128.302734
	Iteration 99Q: 3 clusters Score -3.175532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231124 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -31755290.000000 Penalty: 6128.302734
	Iteration 100F: 3 clusters Score -3.175529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231129 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -31755282.000000 Penalty: 6128.302734
	Iteration 101Q: 3 clusters Score -3.175528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231130 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -31755278.000000 Penalty: 6128.302734
	Iteration 102Q: 3 clusters Score -3.175528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231131 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -31755278.000000 Penalty: 6128.302734
	Iteration 103Q: 3 clusters Score -3.175528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231133 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -31755284.000000 Penalty: 6128.302734
	Iteration 104Q: 3 clusters Score -3.175528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231135 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -31755288.000000 Penalty: 6128.302734
	Iteration 105Q: 3 clusters Score -3.175529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231136 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -31755284.000000 Penalty: 6128.302734
	Iteration 106Q: 3 clusters Score -3.175528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231139 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -31755296.000000 Penalty: 6128.302734
	Iteration 107Q: 3 clusters Score -3.17553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231141 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -31755286.000000 Penalty: 6128.302734
	Iteration 108Q: 3 clusters Score -3.175529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231143 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -31755282.000000 Penalty: 6128.302734
	Iteration 109Q: 3 clusters Score -3.175528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231145 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -31755278.000000 Penalty: 6128.302734
	Iteration 110Q: 3 clusters Score -3.175528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231147 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -31755290.000000 Penalty: 6128.302734
	Iteration 111Q: 3 clusters Score -3.175529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231151 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -31755286.000000 Penalty: 6128.302734
	Iteration 112Q: 3 clusters Score -3.175529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231153 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -31755280.000000 Penalty: 6128.302734
	Iteration 113Q: 3 clusters Score -3.175528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231156 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -31755290.000000 Penalty: 6128.302734
	Iteration 114Q: 3 clusters Score -3.175529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231159 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -31755296.000000 Penalty: 6128.302734
	Iteration 115Q: 3 clusters Score -3.17553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231160 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -31755296.000000 Penalty: 6128.302734
	Iteration 116Q: 3 clusters Score -3.17553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231162 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -31755304.000000 Penalty: 6128.302734
	Iteration 117Q: 3 clusters Score -3.17553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231164 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -31755306.000000 Penalty: 6128.302734
	Iteration 118Q: 3 clusters Score -3.175531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231165 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -31755298.000000 Penalty: 6128.302734
	Iteration 119Q: 3 clusters Score -3.17553e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231165 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -31755298.000000 Penalty: 6128.302734
	Iteration 120F: 3 clusters Score -3.17553e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (155195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155195 members 
Entering Unmasked Estep 
Score: -21357022.000000 Penalty: 2964.204590
	Iteration 0F: 2 clusters Score -2.135702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77867 members 
Mstep: Class 2 contains 77328 members 
Entering Unmasked Estep 
Score: -21254660.000000 Penalty: 5928.409180
	Iteration 0F: 3 clusters Score -2.125466e+07 nChanged 74221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81178 members 
Mstep: Class 2 contains 74017 members 
Entering Unmasked Estep 
Score: -21297518.000000 Penalty: 5928.409180
	Iteration 1F: 3 clusters Score -2.129752e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83380 members 
Mstep: Class 2 contains 71815 members 
Entering Unmasked Estep 
Score: -21298554.000000 Penalty: 5928.409180
	Iteration 2Q: 3 clusters Score -2.129855e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86846 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -21300184.000000 Penalty: 5928.409180
	Iteration 3Q: 3 clusters Score -2.130018e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92183 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
Score: -21303014.000000 Penalty: 5928.409180
	Iteration 4Q: 3 clusters Score -2.130301e+07 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99975 members 
Mstep: Class 2 contains 55220 members 
Entering Unmasked Estep 
Score: -21308140.000000 Penalty: 5928.409180
	Iteration 5F: 3 clusters Score -2.130814e+07 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110515 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -21316254.000000 Penalty: 5928.409180
	Iteration 6F: 3 clusters Score -2.131625e+07 nChanged 12425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122824 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -21327210.000000 Penalty: 5928.409180
	Iteration 7F: 3 clusters Score -2.132721e+07 nChanged 11792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134568 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -21338120.000000 Penalty: 5928.409180
	Iteration 8F: 3 clusters Score -2.133812e+07 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143480 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -21346056.000000 Penalty: 5928.409180
	Iteration 9F: 3 clusters Score -2.134606e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149024 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -21350408.000000 Penalty: 5928.409180
	Iteration 10Q: 3 clusters Score -2.135041e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151899 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -21352484.000000 Penalty: 5928.409180
	Iteration 11Q: 3 clusters Score -2.135248e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153294 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -21353462.000000 Penalty: 5928.409180
	Iteration 12Q: 3 clusters Score -2.135346e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153922 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -21353996.000000 Penalty: 5928.409180
	Iteration 13Q: 3 clusters Score -2.1354e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154220 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -21354188.000000 Penalty: 5928.409180
	Iteration 14Q: 3 clusters Score -2.135419e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154357 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -21354294.000000 Penalty: 5928.409180
	Iteration 15Q: 3 clusters Score -2.135429e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154431 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -21354386.000000 Penalty: 5928.409180
	Iteration 16Q: 3 clusters Score -2.135439e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154487 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -21354428.000000 Penalty: 5928.409180
	Iteration 17Q: 3 clusters Score -2.135443e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154531 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -21354484.000000 Penalty: 5928.409180
	Iteration 18Q: 3 clusters Score -2.135448e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154564 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -21354536.000000 Penalty: 5928.409180
	Iteration 19Q: 3 clusters Score -2.135454e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154591 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -21354560.000000 Penalty: 5928.409180
	Iteration 20F: 3 clusters Score -2.135456e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154609 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -21354578.000000 Penalty: 5928.409180
	Iteration 21Q: 3 clusters Score -2.135458e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154618 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -21354574.000000 Penalty: 5928.409180
	Iteration 22Q: 3 clusters Score -2.135457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154627 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -21354584.000000 Penalty: 5928.409180
	Iteration 23Q: 3 clusters Score -2.135458e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154632 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -21354572.000000 Penalty: 5928.409180
	Iteration 24Q: 3 clusters Score -2.135457e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154638 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -21354576.000000 Penalty: 5928.409180
	Iteration 25Q: 3 clusters Score -2.135458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154644 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -21354586.000000 Penalty: 5928.409180
	Iteration 26Q: 3 clusters Score -2.135459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154649 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -21354596.000000 Penalty: 5928.409180
	Iteration 27Q: 3 clusters Score -2.13546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154650 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -21354602.000000 Penalty: 5928.409180
	Iteration 28Q: 3 clusters Score -2.13546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154650 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -21354614.000000 Penalty: 5928.409180
	Iteration 29Q: 3 clusters Score -2.135461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154650 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -21354618.000000 Penalty: 5928.409180
	Iteration 30Q: 3 clusters Score -2.135462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154651 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -21354626.000000 Penalty: 5928.409180
	Iteration 31Q: 3 clusters Score -2.135463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154654 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -21354634.000000 Penalty: 5928.409180
	Iteration 32Q: 3 clusters Score -2.135463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154658 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -21354630.000000 Penalty: 5928.409180
	Iteration 33Q: 3 clusters Score -2.135463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154661 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -21354632.000000 Penalty: 5928.409180
	Iteration 34Q: 3 clusters Score -2.135463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154664 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -21354626.000000 Penalty: 5928.409180
	Iteration 35Q: 3 clusters Score -2.135463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154666 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -21354630.000000 Penalty: 5928.409180
	Iteration 36Q: 3 clusters Score -2.135463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154667 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -21354638.000000 Penalty: 5928.409180
	Iteration 37Q: 3 clusters Score -2.135464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154666 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -21354632.000000 Penalty: 5928.409180
	Iteration 38Q: 3 clusters Score -2.135463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154667 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -21354618.000000 Penalty: 5928.409180
	Iteration 39Q: 3 clusters Score -2.135462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154668 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -21354630.000000 Penalty: 5928.409180
	Iteration 40F: 3 clusters Score -2.135463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154672 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -21354626.000000 Penalty: 5928.409180
	Iteration 41Q: 3 clusters Score -2.135463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154671 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -21354636.000000 Penalty: 5928.409180
	Iteration 42Q: 3 clusters Score -2.135464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154674 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -21354632.000000 Penalty: 5928.409180
	Iteration 43Q: 3 clusters Score -2.135463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154677 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -21354650.000000 Penalty: 5928.409180
	Iteration 44Q: 3 clusters Score -2.135465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154677 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -21354640.000000 Penalty: 5928.409180
	Iteration 45Q: 3 clusters Score -2.135464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154678 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -21354634.000000 Penalty: 5928.409180
	Iteration 46Q: 3 clusters Score -2.135463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154678 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -21354640.000000 Penalty: 5928.409180
	Iteration 47Q: 3 clusters Score -2.135464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154678 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -21354648.000000 Penalty: 5928.409180
	Iteration 48Q: 3 clusters Score -2.135465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154679 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -21354652.000000 Penalty: 5928.409180
	Iteration 49Q: 3 clusters Score -2.135465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154680 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -21354640.000000 Penalty: 5928.409180
	Iteration 50Q: 3 clusters Score -2.135464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154680 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -21354654.000000 Penalty: 5928.409180
	Iteration 51Q: 3 clusters Score -2.135465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154681 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -21354634.000000 Penalty: 5928.409180
	Iteration 52Q: 3 clusters Score -2.135463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154683 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -21354650.000000 Penalty: 5928.409180
	Iteration 53Q: 3 clusters Score -2.135465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154683 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -21354650.000000 Penalty: 5928.409180
	Iteration 54F: 3 clusters Score -2.135465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Entering Unmasked Estep 
Score: -2622019.500000 Penalty: 2454.110596
	Iteration 0F: 2 clusters Score -2622020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2608119.500000 Penalty: 4908.221191
	Iteration 0F: 3 clusters Score -2608120 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2612648.500000 Penalty: 4908.221191
	Iteration 1F: 3 clusters Score -2612648 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2613042.500000 Penalty: 4908.221191
	Iteration 2F: 3 clusters Score -2613042 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2613392.000000 Penalty: 4908.221191
	Iteration 3Q: 3 clusters Score -2613392 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2613635.000000 Penalty: 4908.221191
	Iteration 4Q: 3 clusters Score -2613635 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2613850.000000 Penalty: 4908.221191
	Iteration 5Q: 3 clusters Score -2613850 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2614087.750000 Penalty: 4908.221191
	Iteration 6Q: 3 clusters Score -2614088 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2614396.750000 Penalty: 4908.221191
	Iteration 7Q: 3 clusters Score -2614397 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2614835.750000 Penalty: 4908.221191
	Iteration 8Q: 3 clusters Score -2614836 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2615379.000000 Penalty: 4908.221191
	Iteration 9Q: 3 clusters Score -2615379 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2615966.750000 Penalty: 4908.221191
	Iteration 10Q: 3 clusters Score -2615967 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2616653.000000 Penalty: 4908.221191
	Iteration 11Q: 3 clusters Score -2616653 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2617347.000000 Penalty: 4908.221191
	Iteration 12Q: 3 clusters Score -2617347 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2617949.000000 Penalty: 4908.221191
	Iteration 13Q: 3 clusters Score -2617949 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2618403.500000 Penalty: 4908.221191
	Iteration 14Q: 3 clusters Score -2618404 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2618735.500000 Penalty: 4908.221191
	Iteration 15Q: 3 clusters Score -2618736 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2618943.500000 Penalty: 4908.221191
	Iteration 16Q: 3 clusters Score -2618944 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2619082.000000 Penalty: 4908.221191
	Iteration 17Q: 3 clusters Score -2619082 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2619158.250000 Penalty: 4908.221191
	Iteration 18Q: 3 clusters Score -2619158 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2619223.000000 Penalty: 4908.221191
	Iteration 19Q: 3 clusters Score -2619223 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2619273.750000 Penalty: 4908.221191
	Iteration 20F: 3 clusters Score -2619274 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2619316.000000 Penalty: 4908.221191
	Iteration 21Q: 3 clusters Score -2619316 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2619345.000000 Penalty: 4908.221191
	Iteration 22Q: 3 clusters Score -2619345 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2619362.750000 Penalty: 4908.221191
	Iteration 23Q: 3 clusters Score -2619363 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2619384.000000 Penalty: 4908.221191
	Iteration 24Q: 3 clusters Score -2619384 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2619394.750000 Penalty: 4908.221191
	Iteration 25Q: 3 clusters Score -2619395 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2619406.000000 Penalty: 4908.221191
	Iteration 26Q: 3 clusters Score -2619406 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2619413.750000 Penalty: 4908.221191
	Iteration 27Q: 3 clusters Score -2619414 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2619422.000000 Penalty: 4908.221191
	Iteration 28Q: 3 clusters Score -2619422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2619426.500000 Penalty: 4908.221191
	Iteration 29Q: 3 clusters Score -2619426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2619430.750000 Penalty: 4908.221191
	Iteration 30Q: 3 clusters Score -2619431 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2619442.250000 Penalty: 4908.221191
	Iteration 31Q: 3 clusters Score -2619442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2619443.250000 Penalty: 4908.221191
	Iteration 32Q: 3 clusters Score -2619443 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2619454.250000 Penalty: 4908.221191
	Iteration 33Q: 3 clusters Score -2619454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2619460.500000 Penalty: 4908.221191
	Iteration 34Q: 3 clusters Score -2619460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2619463.000000 Penalty: 4908.221191
	Iteration 35Q: 3 clusters Score -2619463 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2619462.750000 Penalty: 4908.221191
	Iteration 36Q: 3 clusters Score -2619463 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2619464.250000 Penalty: 4908.221191
	Iteration 37Q: 3 clusters Score -2619464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2619469.000000 Penalty: 4908.221191
	Iteration 38Q: 3 clusters Score -2619469 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2619473.500000 Penalty: 4908.221191
	Iteration 39Q: 3 clusters Score -2619474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2619472.500000 Penalty: 4908.221191
	Iteration 40F: 3 clusters Score -2619472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2619476.250000 Penalty: 4908.221191
	Iteration 41Q: 3 clusters Score -2619476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2619485.000000 Penalty: 4908.221191
	Iteration 42Q: 3 clusters Score -2619485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2619482.250000 Penalty: 4908.221191
	Iteration 43Q: 3 clusters Score -2619482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2619489.750000 Penalty: 4908.221191
	Iteration 44Q: 3 clusters Score -2619490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2619491.250000 Penalty: 4908.221191
	Iteration 45Q: 3 clusters Score -2619491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2619497.750000 Penalty: 4908.221191
	Iteration 46Q: 3 clusters Score -2619498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2619498.000000 Penalty: 4908.221191
	Iteration 47Q: 3 clusters Score -2619498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2619503.500000 Penalty: 4908.221191
	Iteration 48Q: 3 clusters Score -2619504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2619510.500000 Penalty: 4908.221191
	Iteration 49Q: 3 clusters Score -2619510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2619504.250000 Penalty: 4908.221191
	Iteration 50Q: 3 clusters Score -2619504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2619507.750000 Penalty: 4908.221191
	Iteration 51Q: 3 clusters Score -2619508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2619517.250000 Penalty: 4908.221191
	Iteration 52Q: 3 clusters Score -2619517 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2619524.750000 Penalty: 4908.221191
	Iteration 53Q: 3 clusters Score -2619525 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2619527.500000 Penalty: 4908.221191
	Iteration 54Q: 3 clusters Score -2619528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -2619526.000000 Penalty: 4908.221191
	Iteration 55Q: 3 clusters Score -2619526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2619537.000000 Penalty: 4908.221191
	Iteration 56Q: 3 clusters Score -2619537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2619539.000000 Penalty: 4908.221191
	Iteration 57Q: 3 clusters Score -2619539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2619533.250000 Penalty: 4908.221191
	Iteration 58Q: 3 clusters Score -2619533 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2619541.750000 Penalty: 4908.221191
	Iteration 59Q: 3 clusters Score -2619542 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2619549.000000 Penalty: 4908.221191
	Iteration 60F: 3 clusters Score -2619549 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2619555.250000 Penalty: 4908.221191
	Iteration 61Q: 3 clusters Score -2619555 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2619557.250000 Penalty: 4908.221191
	Iteration 62Q: 3 clusters Score -2619557 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2619561.750000 Penalty: 4908.221191
	Iteration 63Q: 3 clusters Score -2619562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2619566.000000 Penalty: 4908.221191
	Iteration 64Q: 3 clusters Score -2619566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2619569.500000 Penalty: 4908.221191
	Iteration 65Q: 3 clusters Score -2619570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2619569.250000 Penalty: 4908.221191
	Iteration 66Q: 3 clusters Score -2619569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2619567.750000 Penalty: 4908.221191
	Iteration 67Q: 3 clusters Score -2619568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2619574.250000 Penalty: 4908.221191
	Iteration 68Q: 3 clusters Score -2619574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2619580.250000 Penalty: 4908.221191
	Iteration 69Q: 3 clusters Score -2619580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2619574.750000 Penalty: 4908.221191
	Iteration 70Q: 3 clusters Score -2619575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2619577.500000 Penalty: 4908.221191
	Iteration 71Q: 3 clusters Score -2619578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2619580.500000 Penalty: 4908.221191
	Iteration 72Q: 3 clusters Score -2619580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2619581.500000 Penalty: 4908.221191
	Iteration 73Q: 3 clusters Score -2619582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2619583.250000 Penalty: 4908.221191
	Iteration 74Q: 3 clusters Score -2619583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2619583.000000 Penalty: 4908.221191
	Iteration 75Q: 3 clusters Score -2619583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2619584.750000 Penalty: 4908.221191
	Iteration 76Q: 3 clusters Score -2619585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2619583.000000 Penalty: 4908.221191
	Iteration 77Q: 3 clusters Score -2619583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2619586.750000 Penalty: 4908.221191
	Iteration 78Q: 3 clusters Score -2619587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2619588.750000 Penalty: 4908.221191
	Iteration 79Q: 3 clusters Score -2619589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2619586.250000 Penalty: 4908.221191
	Iteration 80F: 3 clusters Score -2619586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2619586.000000 Penalty: 4908.221191
	Iteration 81Q: 3 clusters Score -2619586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2619590.500000 Penalty: 4908.221191
	Iteration 82Q: 3 clusters Score -2619590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2619590.750000 Penalty: 4908.221191
	Iteration 83Q: 3 clusters Score -2619591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2619599.000000 Penalty: 4908.221191
	Iteration 84Q: 3 clusters Score -2619599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2619598.000000 Penalty: 4908.221191
	Iteration 85Q: 3 clusters Score -2619598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2619595.500000 Penalty: 4908.221191
	Iteration 86Q: 3 clusters Score -2619596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2619599.500000 Penalty: 4908.221191
	Iteration 87Q: 3 clusters Score -2619600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2619600.000000 Penalty: 4908.221191
	Iteration 88Q: 3 clusters Score -2619600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2619599.750000 Penalty: 4908.221191
	Iteration 89Q: 3 clusters Score -2619600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2619603.750000 Penalty: 4908.221191
	Iteration 90Q: 3 clusters Score -2619604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2619604.250000 Penalty: 4908.221191
	Iteration 91Q: 3 clusters Score -2619604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2619606.500000 Penalty: 4908.221191
	Iteration 92Q: 3 clusters Score -2619606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2619602.000000 Penalty: 4908.221191
	Iteration 93Q: 3 clusters Score -2619602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2619602.250000 Penalty: 4908.221191
	Iteration 94Q: 3 clusters Score -2619602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2619602.750000 Penalty: 4908.221191
	Iteration 95Q: 3 clusters Score -2619603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2619606.500000 Penalty: 4908.221191
	Iteration 96Q: 3 clusters Score -2619606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2619603.500000 Penalty: 4908.221191
	Iteration 97Q: 3 clusters Score -2619604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2619603.000000 Penalty: 4908.221191
	Iteration 98Q: 3 clusters Score -2619603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2619605.000000 Penalty: 4908.221191
	Iteration 99Q: 3 clusters Score -2619605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2619604.250000 Penalty: 4908.221191
	Iteration 100F: 3 clusters Score -2619604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Entering Unmasked Estep 
Score: -6745945.500000 Penalty: 2675.357178
	Iteration 0F: 2 clusters Score -6745946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -6713486.000000 Penalty: 5350.714355
	Iteration 0F: 3 clusters Score -6713486 nChanged 22251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -6726573.000000 Penalty: 5350.714355
	Iteration 1F: 3 clusters Score -6726573 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -6727719.500000 Penalty: 5350.714355
	Iteration 2F: 3 clusters Score -6727720 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -6729044.500000 Penalty: 5350.714355
	Iteration 3F: 3 clusters Score -6729044 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -6730743.500000 Penalty: 5350.714355
	Iteration 4F: 3 clusters Score -6730744 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -6732865.000000 Penalty: 5350.714355
	Iteration 5F: 3 clusters Score -6732865 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -6735317.000000 Penalty: 5350.714355
	Iteration 6F: 3 clusters Score -6735317 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -6737482.500000 Penalty: 5350.714355
	Iteration 7F: 3 clusters Score -6737482 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -6739202.500000 Penalty: 5350.714355
	Iteration 8Q: 3 clusters Score -6739202 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -6740445.500000 Penalty: 5350.714355
	Iteration 9Q: 3 clusters Score -6740446 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -6741349.500000 Penalty: 5350.714355
	Iteration 10Q: 3 clusters Score -6741350 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -6742010.000000 Penalty: 5350.714355
	Iteration 11Q: 3 clusters Score -6742010 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -6742565.500000 Penalty: 5350.714355
	Iteration 12Q: 3 clusters Score -6742566 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -6742955.000000 Penalty: 5350.714355
	Iteration 13Q: 3 clusters Score -6742955 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -6743235.500000 Penalty: 5350.714355
	Iteration 14Q: 3 clusters Score -6743236 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -6743493.000000 Penalty: 5350.714355
	Iteration 15Q: 3 clusters Score -6743493 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -6743667.500000 Penalty: 5350.714355
	Iteration 16Q: 3 clusters Score -6743668 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -6743846.500000 Penalty: 5350.714355
	Iteration 17Q: 3 clusters Score -6743846 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -6743989.500000 Penalty: 5350.714355
	Iteration 18Q: 3 clusters Score -6743990 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -6744097.000000 Penalty: 5350.714355
	Iteration 19Q: 3 clusters Score -6744097 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -6744199.500000 Penalty: 5350.714355
	Iteration 20F: 3 clusters Score -6744200 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -6744313.500000 Penalty: 5350.714355
	Iteration 21Q: 3 clusters Score -6744314 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -6744362.000000 Penalty: 5350.714355
	Iteration 22Q: 3 clusters Score -6744362 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -6744422.000000 Penalty: 5350.714355
	Iteration 23Q: 3 clusters Score -6744422 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -6744445.500000 Penalty: 5350.714355
	Iteration 24Q: 3 clusters Score -6744446 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -6744489.000000 Penalty: 5350.714355
	Iteration 25Q: 3 clusters Score -6744489 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -6744544.500000 Penalty: 5350.714355
	Iteration 26Q: 3 clusters Score -6744544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -6744562.500000 Penalty: 5350.714355
	Iteration 27Q: 3 clusters Score -6744562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -6744601.000000 Penalty: 5350.714355
	Iteration 28Q: 3 clusters Score -6744601 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -6744606.500000 Penalty: 5350.714355
	Iteration 29Q: 3 clusters Score -6744606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -6744615.000000 Penalty: 5350.714355
	Iteration 30Q: 3 clusters Score -6744615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -6744641.000000 Penalty: 5350.714355
	Iteration 31Q: 3 clusters Score -6744641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -6744644.000000 Penalty: 5350.714355
	Iteration 32Q: 3 clusters Score -6744644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -6744656.000000 Penalty: 5350.714355
	Iteration 33Q: 3 clusters Score -6744656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -6744671.000000 Penalty: 5350.714355
	Iteration 34Q: 3 clusters Score -6744671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -6744675.500000 Penalty: 5350.714355
	Iteration 35Q: 3 clusters Score -6744676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -6744685.000000 Penalty: 5350.714355
	Iteration 36Q: 3 clusters Score -6744685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -6744687.500000 Penalty: 5350.714355
	Iteration 37Q: 3 clusters Score -6744688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -6744700.500000 Penalty: 5350.714355
	Iteration 38Q: 3 clusters Score -6744700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -6744698.000000 Penalty: 5350.714355
	Iteration 39Q: 3 clusters Score -6744698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -6744703.500000 Penalty: 5350.714355
	Iteration 40F: 3 clusters Score -6744704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -6744700.000000 Penalty: 5350.714355
	Iteration 41Q: 3 clusters Score -6744700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -6744696.000000 Penalty: 5350.714355
	Iteration 42Q: 3 clusters Score -6744696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -6744700.500000 Penalty: 5350.714355
	Iteration 43Q: 3 clusters Score -6744700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -6744699.000000 Penalty: 5350.714355
	Iteration 44Q: 3 clusters Score -6744699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -6744706.500000 Penalty: 5350.714355
	Iteration 45Q: 3 clusters Score -6744706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -6744712.000000 Penalty: 5350.714355
	Iteration 46Q: 3 clusters Score -6744712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -6744714.000000 Penalty: 5350.714355
	Iteration 47Q: 3 clusters Score -6744714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -6744719.000000 Penalty: 5350.714355
	Iteration 48Q: 3 clusters Score -6744719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -6744720.500000 Penalty: 5350.714355
	Iteration 49Q: 3 clusters Score -6744720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -6744735.500000 Penalty: 5350.714355
	Iteration 50Q: 3 clusters Score -6744736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -6744730.000000 Penalty: 5350.714355
	Iteration 51Q: 3 clusters Score -6744730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 47550 members 
Entering Unmasked Estep 
Score: -6744727.000000 Penalty: 5350.714355
	Iteration 52Q: 3 clusters Score -6744727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -6744728.500000 Penalty: 5350.714355
	Iteration 53Q: 3 clusters Score -6744728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -6744728.500000 Penalty: 5350.714355
	Iteration 54F: 3 clusters Score -6744728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (193213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193213 members 
Entering Unmasked Estep 
Score: -26485076.000000 Penalty: 3018.544189
	Iteration 0F: 2 clusters Score -2.648508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96499 members 
Mstep: Class 2 contains 96714 members 
Entering Unmasked Estep 
Score: -26361180.000000 Penalty: 6037.088379
	Iteration 0F: 3 clusters Score -2.636118e+07 nChanged 92890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93915 members 
Mstep: Class 2 contains 99298 members 
Entering Unmasked Estep 
Score: -26415700.000000 Penalty: 6037.088379
	Iteration 1F: 3 clusters Score -2.64157e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92888 members 
Mstep: Class 2 contains 100325 members 
Entering Unmasked Estep 
Score: -26417404.000000 Penalty: 6037.088379
	Iteration 2Q: 3 clusters Score -2.64174e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91216 members 
Mstep: Class 2 contains 101997 members 
Entering Unmasked Estep 
Score: -26419576.000000 Penalty: 6037.088379
	Iteration 3Q: 3 clusters Score -2.641958e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88816 members 
Mstep: Class 2 contains 104397 members 
Entering Unmasked Estep 
Score: -26422782.000000 Penalty: 6037.088379
	Iteration 4Q: 3 clusters Score -2.642278e+07 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85244 members 
Mstep: Class 2 contains 107969 members 
Entering Unmasked Estep 
Score: -26428012.000000 Penalty: 6037.088379
	Iteration 5F: 3 clusters Score -2.642801e+07 nChanged 11493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80415 members 
Mstep: Class 2 contains 112798 members 
Entering Unmasked Estep 
Score: -26435072.000000 Penalty: 6037.088379
	Iteration 6F: 3 clusters Score -2.643507e+07 nChanged 12702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74609 members 
Mstep: Class 2 contains 118604 members 
Entering Unmasked Estep 
Score: -26443530.000000 Penalty: 6037.088379
	Iteration 7F: 3 clusters Score -2.644353e+07 nChanged 12757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68228 members 
Mstep: Class 2 contains 124985 members 
Entering Unmasked Estep 
Score: -26452494.000000 Penalty: 6037.088379
	Iteration 8F: 3 clusters Score -2.645249e+07 nChanged 11633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 131090 members 
Entering Unmasked Estep 
Score: -26459930.000000 Penalty: 6037.088379
	Iteration 9F: 3 clusters Score -2.645993e+07 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56694 members 
Mstep: Class 2 contains 136519 members 
Entering Unmasked Estep 
Score: -26465166.000000 Penalty: 6037.088379
	Iteration 10Q: 3 clusters Score -2.646517e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 141343 members 
Entering Unmasked Estep 
Score: -26468388.000000 Penalty: 6037.088379
	Iteration 11Q: 3 clusters Score -2.646839e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 145787 members 
Entering Unmasked Estep 
Score: -26470736.000000 Penalty: 6037.088379
	Iteration 12Q: 3 clusters Score -2.647074e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 149931 members 
Entering Unmasked Estep 
Score: -26472414.000000 Penalty: 6037.088379
	Iteration 13Q: 3 clusters Score -2.647241e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 153840 members 
Entering Unmasked Estep 
Score: -26473718.000000 Penalty: 6037.088379
	Iteration 14Q: 3 clusters Score -2.647372e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 157626 members 
Entering Unmasked Estep 
Score: -26474968.000000 Penalty: 6037.088379
	Iteration 15Q: 3 clusters Score -2.647497e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 161322 members 
Entering Unmasked Estep 
Score: -26476246.000000 Penalty: 6037.088379
	Iteration 16Q: 3 clusters Score -2.647625e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 164819 members 
Entering Unmasked Estep 
Score: -26477474.000000 Penalty: 6037.088379
	Iteration 17Q: 3 clusters Score -2.647747e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 168130 members 
Entering Unmasked Estep 
Score: -26478724.000000 Penalty: 6037.088379
	Iteration 18Q: 3 clusters Score -2.647872e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 171251 members 
Entering Unmasked Estep 
Score: -26479852.000000 Penalty: 6037.088379
	Iteration 19Q: 3 clusters Score -2.647985e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 174219 members 
Entering Unmasked Estep 
Score: -26480742.000000 Penalty: 6037.088379
	Iteration 20F: 3 clusters Score -2.648074e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 176959 members 
Entering Unmasked Estep 
Score: -26481530.000000 Penalty: 6037.088379
	Iteration 21Q: 3 clusters Score -2.648153e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 179491 members 
Entering Unmasked Estep 
Score: -26482086.000000 Penalty: 6037.088379
	Iteration 22Q: 3 clusters Score -2.648209e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 181747 members 
Entering Unmasked Estep 
Score: -26482540.000000 Penalty: 6037.088379
	Iteration 23Q: 3 clusters Score -2.648254e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 183641 members 
Entering Unmasked Estep 
Score: -26482954.000000 Penalty: 6037.088379
	Iteration 24Q: 3 clusters Score -2.648295e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 185245 members 
Entering Unmasked Estep 
Score: -26483298.000000 Penalty: 6037.088379
	Iteration 25Q: 3 clusters Score -2.64833e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 186549 members 
Entering Unmasked Estep 
Score: -26483370.000000 Penalty: 6037.088379
	Iteration 26Q: 3 clusters Score -2.648337e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 187599 members 
Entering Unmasked Estep 
Score: -26483458.000000 Penalty: 6037.088379
	Iteration 27Q: 3 clusters Score -2.648346e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 188472 members 
Entering Unmasked Estep 
Score: -26483608.000000 Penalty: 6037.088379
	Iteration 28Q: 3 clusters Score -2.648361e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 189113 members 
Entering Unmasked Estep 
Score: -26483652.000000 Penalty: 6037.088379
	Iteration 29Q: 3 clusters Score -2.648365e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 189582 members 
Entering Unmasked Estep 
Score: -26483738.000000 Penalty: 6037.088379
	Iteration 30Q: 3 clusters Score -2.648374e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 189905 members 
Entering Unmasked Estep 
Score: -26483832.000000 Penalty: 6037.088379
	Iteration 31Q: 3 clusters Score -2.648383e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 190170 members 
Entering Unmasked Estep 
Score: -26483900.000000 Penalty: 6037.088379
	Iteration 32Q: 3 clusters Score -2.64839e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 190361 members 
Entering Unmasked Estep 
Score: -26483892.000000 Penalty: 6037.088379
	Iteration 33Q: 3 clusters Score -2.648389e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 190486 members 
Entering Unmasked Estep 
Score: -26483920.000000 Penalty: 6037.088379
	Iteration 34Q: 3 clusters Score -2.648392e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 190583 members 
Entering Unmasked Estep 
Score: -26483958.000000 Penalty: 6037.088379
	Iteration 35Q: 3 clusters Score -2.648396e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 190670 members 
Entering Unmasked Estep 
Score: -26483996.000000 Penalty: 6037.088379
	Iteration 36Q: 3 clusters Score -2.6484e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 190702 members 
Entering Unmasked Estep 
Score: -26483968.000000 Penalty: 6037.088379
	Iteration 37Q: 3 clusters Score -2.648397e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 190714 members 
Entering Unmasked Estep 
Score: -26484024.000000 Penalty: 6037.088379
	Iteration 38Q: 3 clusters Score -2.648402e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 190717 members 
Entering Unmasked Estep 
Score: -26484034.000000 Penalty: 6037.088379
	Iteration 39Q: 3 clusters Score -2.648403e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 190713 members 
Entering Unmasked Estep 
Score: -26484032.000000 Penalty: 6037.088379
	Iteration 40F: 3 clusters Score -2.648403e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 190689 members 
Entering Unmasked Estep 
Score: -26484032.000000 Penalty: 6037.088379
	Iteration 41Q: 3 clusters Score -2.648403e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 190667 members 
Entering Unmasked Estep 
Score: -26484058.000000 Penalty: 6037.088379
	Iteration 42Q: 3 clusters Score -2.648406e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 190641 members 
Entering Unmasked Estep 
Score: -26484116.000000 Penalty: 6037.088379
	Iteration 43Q: 3 clusters Score -2.648412e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 190604 members 
Entering Unmasked Estep 
Score: -26484126.000000 Penalty: 6037.088379
	Iteration 44Q: 3 clusters Score -2.648413e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 190564 members 
Entering Unmasked Estep 
Score: -26484166.000000 Penalty: 6037.088379
	Iteration 45Q: 3 clusters Score -2.648417e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 190516 members 
Entering Unmasked Estep 
Score: -26484164.000000 Penalty: 6037.088379
	Iteration 46Q: 3 clusters Score -2.648416e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 190490 members 
Entering Unmasked Estep 
Score: -26484186.000000 Penalty: 6037.088379
	Iteration 47Q: 3 clusters Score -2.648419e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 190433 members 
Entering Unmasked Estep 
Score: -26484256.000000 Penalty: 6037.088379
	Iteration 48Q: 3 clusters Score -2.648426e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 190400 members 
Entering Unmasked Estep 
Score: -26484282.000000 Penalty: 6037.088379
	Iteration 49Q: 3 clusters Score -2.648428e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 190363 members 
Entering Unmasked Estep 
Score: -26484258.000000 Penalty: 6037.088379
	Iteration 50Q: 3 clusters Score -2.648426e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 190343 members 
Entering Unmasked Estep 
Score: -26484266.000000 Penalty: 6037.088379
	Iteration 51Q: 3 clusters Score -2.648427e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 190306 members 
Entering Unmasked Estep 
Score: -26484274.000000 Penalty: 6037.088379
	Iteration 52Q: 3 clusters Score -2.648427e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 190277 members 
Entering Unmasked Estep 
Score: -26484280.000000 Penalty: 6037.088379
	Iteration 53Q: 3 clusters Score -2.648428e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 190257 members 
Entering Unmasked Estep 
Score: -26484296.000000 Penalty: 6037.088379
	Iteration 54Q: 3 clusters Score -2.64843e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 190232 members 
Entering Unmasked Estep 
Score: -26484264.000000 Penalty: 6037.088379
	Iteration 55Q: 3 clusters Score -2.648426e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 190200 members 
Entering Unmasked Estep 
Score: -26484284.000000 Penalty: 6037.088379
	Iteration 56Q: 3 clusters Score -2.648428e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 190175 members 
Entering Unmasked Estep 
Score: -26484320.000000 Penalty: 6037.088379
	Iteration 57Q: 3 clusters Score -2.648432e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 190152 members 
Entering Unmasked Estep 
Score: -26484350.000000 Penalty: 6037.088379
	Iteration 58Q: 3 clusters Score -2.648435e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 190129 members 
Entering Unmasked Estep 
Score: -26484340.000000 Penalty: 6037.088379
	Iteration 59Q: 3 clusters Score -2.648434e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 190114 members 
Entering Unmasked Estep 
Score: -26484322.000000 Penalty: 6037.088379
	Iteration 60F: 3 clusters Score -2.648432e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 190099 members 
Entering Unmasked Estep 
Score: -26484346.000000 Penalty: 6037.088379
	Iteration 61Q: 3 clusters Score -2.648435e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 190087 members 
Entering Unmasked Estep 
Score: -26484370.000000 Penalty: 6037.088379
	Iteration 62Q: 3 clusters Score -2.648437e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 190079 members 
Entering Unmasked Estep 
Score: -26484364.000000 Penalty: 6037.088379
	Iteration 63Q: 3 clusters Score -2.648436e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 190069 members 
Entering Unmasked Estep 
Score: -26484382.000000 Penalty: 6037.088379
	Iteration 64Q: 3 clusters Score -2.648438e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 190061 members 
Entering Unmasked Estep 
Score: -26484378.000000 Penalty: 6037.088379
	Iteration 65Q: 3 clusters Score -2.648438e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 190049 members 
Entering Unmasked Estep 
Score: -26484386.000000 Penalty: 6037.088379
	Iteration 66Q: 3 clusters Score -2.648439e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 190042 members 
Entering Unmasked Estep 
Score: -26484394.000000 Penalty: 6037.088379
	Iteration 67Q: 3 clusters Score -2.648439e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 190036 members 
Entering Unmasked Estep 
Score: -26484386.000000 Penalty: 6037.088379
	Iteration 68Q: 3 clusters Score -2.648439e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 190030 members 
Entering Unmasked Estep 
Score: -26484394.000000 Penalty: 6037.088379
	Iteration 69Q: 3 clusters Score -2.648439e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 190013 members 
Entering Unmasked Estep 
Score: -26484406.000000 Penalty: 6037.088379
	Iteration 70Q: 3 clusters Score -2.648441e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 190001 members 
Entering Unmasked Estep 
Score: -26484390.000000 Penalty: 6037.088379
	Iteration 71Q: 3 clusters Score -2.648439e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 189991 members 
Entering Unmasked Estep 
Score: -26484410.000000 Penalty: 6037.088379
	Iteration 72Q: 3 clusters Score -2.648441e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 189978 members 
Entering Unmasked Estep 
Score: -26484412.000000 Penalty: 6037.088379
	Iteration 73Q: 3 clusters Score -2.648441e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 189970 members 
Entering Unmasked Estep 
Score: -26484430.000000 Penalty: 6037.088379
	Iteration 74Q: 3 clusters Score -2.648443e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 189960 members 
Entering Unmasked Estep 
Score: -26484444.000000 Penalty: 6037.088379
	Iteration 75Q: 3 clusters Score -2.648444e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 189955 members 
Entering Unmasked Estep 
Score: -26484464.000000 Penalty: 6037.088379
	Iteration 76Q: 3 clusters Score -2.648446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 189945 members 
Entering Unmasked Estep 
Score: -26484476.000000 Penalty: 6037.088379
	Iteration 77Q: 3 clusters Score -2.648448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 189939 members 
Entering Unmasked Estep 
Score: -26484474.000000 Penalty: 6037.088379
	Iteration 78Q: 3 clusters Score -2.648447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 189932 members 
Entering Unmasked Estep 
Score: -26484460.000000 Penalty: 6037.088379
	Iteration 79Q: 3 clusters Score -2.648446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 189929 members 
Entering Unmasked Estep 
Score: -26484466.000000 Penalty: 6037.088379
	Iteration 80F: 3 clusters Score -2.648447e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 189922 members 
Entering Unmasked Estep 
Score: -26484474.000000 Penalty: 6037.088379
	Iteration 81Q: 3 clusters Score -2.648447e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 189909 members 
Entering Unmasked Estep 
Score: -26484478.000000 Penalty: 6037.088379
	Iteration 82Q: 3 clusters Score -2.648448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 189904 members 
Entering Unmasked Estep 
Score: -26484488.000000 Penalty: 6037.088379
	Iteration 83Q: 3 clusters Score -2.648449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 189897 members 
Entering Unmasked Estep 
Score: -26484474.000000 Penalty: 6037.088379
	Iteration 84Q: 3 clusters Score -2.648447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 189892 members 
Entering Unmasked Estep 
Score: -26484486.000000 Penalty: 6037.088379
	Iteration 85Q: 3 clusters Score -2.648449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 189885 members 
Entering Unmasked Estep 
Score: -26484488.000000 Penalty: 6037.088379
	Iteration 86Q: 3 clusters Score -2.648449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 189880 members 
Entering Unmasked Estep 
Score: -26484512.000000 Penalty: 6037.088379
	Iteration 87Q: 3 clusters Score -2.648451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 189875 members 
Entering Unmasked Estep 
Score: -26484518.000000 Penalty: 6037.088379
	Iteration 88Q: 3 clusters Score -2.648452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 189872 members 
Entering Unmasked Estep 
Score: -26484502.000000 Penalty: 6037.088379
	Iteration 89Q: 3 clusters Score -2.64845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 189868 members 
Entering Unmasked Estep 
Score: -26484502.000000 Penalty: 6037.088379
	Iteration 90Q: 3 clusters Score -2.64845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 189863 members 
Entering Unmasked Estep 
Score: -26484502.000000 Penalty: 6037.088379
	Iteration 91Q: 3 clusters Score -2.64845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 189861 members 
Entering Unmasked Estep 
Score: -26484510.000000 Penalty: 6037.088379
	Iteration 92Q: 3 clusters Score -2.648451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 189861 members 
Entering Unmasked Estep 
Score: -26484510.000000 Penalty: 6037.088379
	Iteration 93F: 3 clusters Score -2.648451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Entering Unmasked Estep 
Score: -3884581.500000 Penalty: 2550.324463
	Iteration 0F: 2 clusters Score -3884582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3864560.250000 Penalty: 5100.648926
	Iteration 0F: 3 clusters Score -3864560 nChanged 13145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -3871585.500000 Penalty: 5100.648926
	Iteration 1F: 3 clusters Score -3871586 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -3872235.250000 Penalty: 5100.648926
	Iteration 2F: 3 clusters Score -3872235 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -3872934.500000 Penalty: 5100.648926
	Iteration 3F: 3 clusters Score -3872934 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -3873780.750000 Penalty: 5100.648926
	Iteration 4F: 3 clusters Score -3873781 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -3874917.000000 Penalty: 5100.648926
	Iteration 5F: 3 clusters Score -3874917 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -3876344.500000 Penalty: 5100.648926
	Iteration 6F: 3 clusters Score -3876344 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -3878050.000000 Penalty: 5100.648926
	Iteration 7F: 3 clusters Score -3878050 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3879708.000000 Penalty: 5100.648926
	Iteration 8F: 3 clusters Score -3879708 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -3881077.250000 Penalty: 5100.648926
	Iteration 9Q: 3 clusters Score -3881077 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -3881838.000000 Penalty: 5100.648926
	Iteration 10Q: 3 clusters Score -3881838 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -3882218.750000 Penalty: 5100.648926
	Iteration 11Q: 3 clusters Score -3882219 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -3882428.750000 Penalty: 5100.648926
	Iteration 12Q: 3 clusters Score -3882429 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -3882528.000000 Penalty: 5100.648926
	Iteration 13Q: 3 clusters Score -3882528 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -3882585.250000 Penalty: 5100.648926
	Iteration 14Q: 3 clusters Score -3882585 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -3882615.750000 Penalty: 5100.648926
	Iteration 15Q: 3 clusters Score -3882616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -3882632.250000 Penalty: 5100.648926
	Iteration 16Q: 3 clusters Score -3882632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -3882646.750000 Penalty: 5100.648926
	Iteration 17Q: 3 clusters Score -3882647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -3882650.250000 Penalty: 5100.648926
	Iteration 18Q: 3 clusters Score -3882650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -3882648.250000 Penalty: 5100.648926
	Iteration 19Q: 3 clusters Score -3882648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -3882655.500000 Penalty: 5100.648926
	Iteration 20F: 3 clusters Score -3882656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -3882659.500000 Penalty: 5100.648926
	Iteration 21Q: 3 clusters Score -3882660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -3882658.250000 Penalty: 5100.648926
	Iteration 22Q: 3 clusters Score -3882658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -3882659.250000 Penalty: 5100.648926
	Iteration 23Q: 3 clusters Score -3882659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -3882660.250000 Penalty: 5100.648926
	Iteration 24Q: 3 clusters Score -3882660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -3882662.250000 Penalty: 5100.648926
	Iteration 25Q: 3 clusters Score -3882662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -3882660.500000 Penalty: 5100.648926
	Iteration 26Q: 3 clusters Score -3882660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -3882660.500000 Penalty: 5100.648926
	Iteration 27F: 3 clusters Score -3882660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (115192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115192 members 
Entering Unmasked Estep 
Score: -15916115.000000 Penalty: 2890.280273
	Iteration 0F: 2 clusters Score -1.591612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57365 members 
Mstep: Class 2 contains 57827 members 
Entering Unmasked Estep 
Score: -15838872.000000 Penalty: 5780.560547
	Iteration 0F: 3 clusters Score -1.583887e+07 nChanged 55044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 60539 members 
Entering Unmasked Estep 
Score: -15870672.000000 Penalty: 5780.560547
	Iteration 1F: 3 clusters Score -1.587067e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52917 members 
Mstep: Class 2 contains 62275 members 
Entering Unmasked Estep 
Score: -15871581.000000 Penalty: 5780.560547
	Iteration 2Q: 3 clusters Score -1.587158e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 64884 members 
Entering Unmasked Estep 
Score: -15872943.000000 Penalty: 5780.560547
	Iteration 3Q: 3 clusters Score -1.587294e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 68790 members 
Entering Unmasked Estep 
Score: -15874794.000000 Penalty: 5780.560547
	Iteration 4Q: 3 clusters Score -1.587479e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 74453 members 
Entering Unmasked Estep 
Score: -15878033.000000 Penalty: 5780.560547
	Iteration 5F: 3 clusters Score -1.587803e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 82121 members 
Entering Unmasked Estep 
Score: -15883337.000000 Penalty: 5780.560547
	Iteration 6F: 3 clusters Score -1.588334e+07 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 91472 members 
Entering Unmasked Estep 
Score: -15891426.000000 Penalty: 5780.560547
	Iteration 7F: 3 clusters Score -1.589143e+07 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 100892 members 
Entering Unmasked Estep 
Score: -15900490.000000 Penalty: 5780.560547
	Iteration 8F: 3 clusters Score -1.590049e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 108110 members 
Entering Unmasked Estep 
Score: -15907435.000000 Penalty: 5780.560547
	Iteration 9F: 3 clusters Score -1.590744e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 112018 members 
Entering Unmasked Estep 
Score: -15911107.000000 Penalty: 5780.560547
	Iteration 10Q: 3 clusters Score -1.591111e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 113694 members 
Entering Unmasked Estep 
Score: -15912561.000000 Penalty: 5780.560547
	Iteration 11Q: 3 clusters Score -1.591256e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 114308 members 
Entering Unmasked Estep 
Score: -15913142.000000 Penalty: 5780.560547
	Iteration 12Q: 3 clusters Score -1.591314e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 114543 members 
Entering Unmasked Estep 
Score: -15913414.000000 Penalty: 5780.560547
	Iteration 13Q: 3 clusters Score -1.591341e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 114650 members 
Entering Unmasked Estep 
Score: -15913556.000000 Penalty: 5780.560547
	Iteration 14Q: 3 clusters Score -1.591356e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 114692 members 
Entering Unmasked Estep 
Score: -15913613.000000 Penalty: 5780.560547
	Iteration 15Q: 3 clusters Score -1.591361e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 114721 members 
Entering Unmasked Estep 
Score: -15913664.000000 Penalty: 5780.560547
	Iteration 16Q: 3 clusters Score -1.591366e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 114737 members 
Entering Unmasked Estep 
Score: -15913700.000000 Penalty: 5780.560547
	Iteration 17Q: 3 clusters Score -1.59137e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 114751 members 
Entering Unmasked Estep 
Score: -15913731.000000 Penalty: 5780.560547
	Iteration 18Q: 3 clusters Score -1.591373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 114759 members 
Entering Unmasked Estep 
Score: -15913742.000000 Penalty: 5780.560547
	Iteration 19Q: 3 clusters Score -1.591374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 114764 members 
Entering Unmasked Estep 
Score: -15913743.000000 Penalty: 5780.560547
	Iteration 20F: 3 clusters Score -1.591374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 114766 members 
Entering Unmasked Estep 
Score: -15913746.000000 Penalty: 5780.560547
	Iteration 21Q: 3 clusters Score -1.591375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 114767 members 
Entering Unmasked Estep 
Score: -15913742.000000 Penalty: 5780.560547
	Iteration 22Q: 3 clusters Score -1.591374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 114768 members 
Entering Unmasked Estep 
Score: -15913754.000000 Penalty: 5780.560547
	Iteration 23Q: 3 clusters Score -1.591375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 114770 members 
Entering Unmasked Estep 
Score: -15913746.000000 Penalty: 5780.560547
	Iteration 24Q: 3 clusters Score -1.591375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 114771 members 
Entering Unmasked Estep 
Score: -15913751.000000 Penalty: 5780.560547
	Iteration 25Q: 3 clusters Score -1.591375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 114769 members 
Entering Unmasked Estep 
Score: -15913753.000000 Penalty: 5780.560547
	Iteration 26Q: 3 clusters Score -1.591375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 114769 members 
Entering Unmasked Estep 
Score: -15913753.000000 Penalty: 5780.560547
	Iteration 27F: 3 clusters Score -1.591375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Entering Unmasked Estep 
Score: -5234054.000000 Penalty: 2612.375977
	Iteration 0F: 2 clusters Score -5234054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -5208569.000000 Penalty: 5224.751953
	Iteration 0F: 3 clusters Score -5208569 nChanged 17091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -5217959.500000 Penalty: 5224.751953
	Iteration 1F: 3 clusters Score -5217960 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -5218493.500000 Penalty: 5224.751953
	Iteration 2Q: 3 clusters Score -5218494 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -5219071.500000 Penalty: 5224.751953
	Iteration 3Q: 3 clusters Score -5219072 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -5219784.500000 Penalty: 5224.751953
	Iteration 4Q: 3 clusters Score -5219784 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -5220904.500000 Penalty: 5224.751953
	Iteration 5F: 3 clusters Score -5220904 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -5222514.000000 Penalty: 5224.751953
	Iteration 6F: 3 clusters Score -5222514 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -5224660.500000 Penalty: 5224.751953
	Iteration 7F: 3 clusters Score -5224660 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -5227058.500000 Penalty: 5224.751953
	Iteration 8F: 3 clusters Score -5227058 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -5229063.500000 Penalty: 5224.751953
	Iteration 9F: 3 clusters Score -5229064 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5230448.000000 Penalty: 5224.751953
	Iteration 10Q: 3 clusters Score -5230448 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5231107.000000 Penalty: 5224.751953
	Iteration 11Q: 3 clusters Score -5231107 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5231396.000000 Penalty: 5224.751953
	Iteration 12Q: 3 clusters Score -5231396 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5231541.000000 Penalty: 5224.751953
	Iteration 13Q: 3 clusters Score -5231541 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5231613.500000 Penalty: 5224.751953
	Iteration 14Q: 3 clusters Score -5231614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5231652.500000 Penalty: 5224.751953
	Iteration 15Q: 3 clusters Score -5231652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5231681.000000 Penalty: 5224.751953
	Iteration 16Q: 3 clusters Score -5231681 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5231725.000000 Penalty: 5224.751953
	Iteration 17Q: 3 clusters Score -5231725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5231735.000000 Penalty: 5224.751953
	Iteration 18Q: 3 clusters Score -5231735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5231743.000000 Penalty: 5224.751953
	Iteration 19Q: 3 clusters Score -5231743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5231750.000000 Penalty: 5224.751953
	Iteration 20F: 3 clusters Score -5231750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5231750.500000 Penalty: 5224.751953
	Iteration 21Q: 3 clusters Score -5231750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5231750.500000 Penalty: 5224.751953
	Iteration 22Q: 3 clusters Score -5231750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5231750.500000 Penalty: 5224.751953
	Iteration 23Q: 3 clusters Score -5231750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5231757.500000 Penalty: 5224.751953
	Iteration 24Q: 3 clusters Score -5231758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5231761.500000 Penalty: 5224.751953
	Iteration 25Q: 3 clusters Score -5231762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5231765.000000 Penalty: 5224.751953
	Iteration 26Q: 3 clusters Score -5231765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5231765.000000 Penalty: 5224.751953
	Iteration 27F: 3 clusters Score -5231765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Entering Unmasked Estep 
Score: -668772.312500 Penalty: 2098.181885
	Iteration 0F: 2 clusters Score -668772.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -664363.250000 Penalty: 4196.363770
	Iteration 0F: 3 clusters Score -664363.2 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -665344.812500 Penalty: 4196.363770
	Iteration 1F: 3 clusters Score -665344.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -665551.312500 Penalty: 4196.363770
	Iteration 2F: 3 clusters Score -665551.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -665694.125000 Penalty: 4196.363770
	Iteration 3F: 3 clusters Score -665694.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -665803.750000 Penalty: 4196.363770
	Iteration 4Q: 3 clusters Score -665803.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -665879.437500 Penalty: 4196.363770
	Iteration 5Q: 3 clusters Score -665879.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -665940.000000 Penalty: 4196.363770
	Iteration 6Q: 3 clusters Score -665940 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -665979.562500 Penalty: 4196.363770
	Iteration 7Q: 3 clusters Score -665979.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -666017.937500 Penalty: 4196.363770
	Iteration 8Q: 3 clusters Score -666017.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -666060.062500 Penalty: 4196.363770
	Iteration 9Q: 3 clusters Score -666060.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -666101.000000 Penalty: 4196.363770
	Iteration 10Q: 3 clusters Score -666101 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -666135.500000 Penalty: 4196.363770
	Iteration 11Q: 3 clusters Score -666135.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -666165.562500 Penalty: 4196.363770
	Iteration 12Q: 3 clusters Score -666165.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -666192.250000 Penalty: 4196.363770
	Iteration 13Q: 3 clusters Score -666192.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -666221.812500 Penalty: 4196.363770
	Iteration 14Q: 3 clusters Score -666221.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -666252.562500 Penalty: 4196.363770
	Iteration 15Q: 3 clusters Score -666252.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -666284.125000 Penalty: 4196.363770
	Iteration 16Q: 3 clusters Score -666284.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -666307.562500 Penalty: 4196.363770
	Iteration 17Q: 3 clusters Score -666307.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -666332.187500 Penalty: 4196.363770
	Iteration 18Q: 3 clusters Score -666332.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -666365.375000 Penalty: 4196.363770
	Iteration 19Q: 3 clusters Score -666365.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -666395.437500 Penalty: 4196.363770
	Iteration 20F: 3 clusters Score -666395.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -666426.312500 Penalty: 4196.363770
	Iteration 21Q: 3 clusters Score -666426.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -666465.437500 Penalty: 4196.363770
	Iteration 22Q: 3 clusters Score -666465.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -666499.125000 Penalty: 4196.363770
	Iteration 23Q: 3 clusters Score -666499.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -666534.750000 Penalty: 4196.363770
	Iteration 24Q: 3 clusters Score -666534.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -666567.375000 Penalty: 4196.363770
	Iteration 25Q: 3 clusters Score -666567.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -666590.500000 Penalty: 4196.363770
	Iteration 26Q: 3 clusters Score -666590.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -666622.125000 Penalty: 4196.363770
	Iteration 27Q: 3 clusters Score -666622.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -666651.187500 Penalty: 4196.363770
	Iteration 28Q: 3 clusters Score -666651.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -666676.437500 Penalty: 4196.363770
	Iteration 29Q: 3 clusters Score -666676.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -666691.562500 Penalty: 4196.363770
	Iteration 30Q: 3 clusters Score -666691.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -666712.875000 Penalty: 4196.363770
	Iteration 31Q: 3 clusters Score -666712.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -666737.500000 Penalty: 4196.363770
	Iteration 32Q: 3 clusters Score -666737.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -666754.687500 Penalty: 4196.363770
	Iteration 33Q: 3 clusters Score -666754.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -666774.312500 Penalty: 4196.363770
	Iteration 34Q: 3 clusters Score -666774.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -666788.375000 Penalty: 4196.363770
	Iteration 35Q: 3 clusters Score -666788.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -666795.812500 Penalty: 4196.363770
	Iteration 36Q: 3 clusters Score -666795.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -666799.687500 Penalty: 4196.363770
	Iteration 37Q: 3 clusters Score -666799.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -666810.625000 Penalty: 4196.363770
	Iteration 38Q: 3 clusters Score -666810.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -666823.562500 Penalty: 4196.363770
	Iteration 39Q: 3 clusters Score -666823.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -666833.187500 Penalty: 4196.363770
	Iteration 40F: 3 clusters Score -666833.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -666840.875000 Penalty: 4196.363770
	Iteration 41Q: 3 clusters Score -666840.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -666847.937500 Penalty: 4196.363770
	Iteration 42Q: 3 clusters Score -666847.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -666852.875000 Penalty: 4196.363770
	Iteration 43Q: 3 clusters Score -666852.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -666856.312500 Penalty: 4196.363770
	Iteration 44Q: 3 clusters Score -666856.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -666859.625000 Penalty: 4196.363770
	Iteration 45Q: 3 clusters Score -666859.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -666863.937500 Penalty: 4196.363770
	Iteration 46Q: 3 clusters Score -666863.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -666868.250000 Penalty: 4196.363770
	Iteration 47Q: 3 clusters Score -666868.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -666871.062500 Penalty: 4196.363770
	Iteration 48Q: 3 clusters Score -666871.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -666873.875000 Penalty: 4196.363770
	Iteration 49Q: 3 clusters Score -666873.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -666875.250000 Penalty: 4196.363770
	Iteration 50Q: 3 clusters Score -666875.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -666875.187500 Penalty: 4196.363770
	Iteration 51Q: 3 clusters Score -666875.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -666878.062500 Penalty: 4196.363770
	Iteration 52Q: 3 clusters Score -666878.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -666879.125000 Penalty: 4196.363770
	Iteration 53Q: 3 clusters Score -666879.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -666879.125000 Penalty: 4196.363770
	Iteration 54F: 3 clusters Score -666879.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Entering Unmasked Estep 
Score: -380744.187500 Penalty: 2000.419556
	Iteration 0F: 2 clusters Score -380744.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -377760.343750 Penalty: 4000.839111
	Iteration 0F: 3 clusters Score -377760.3 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -381356.375000 Penalty: 4000.839111
	Iteration 1F: 3 clusters Score -381356.4 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -385684.593750 Penalty: 4000.839111
	Iteration 2F: 3 clusters Score -385684.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -387598.281250 Penalty: 4000.839111
	Iteration 3F: 3 clusters Score -387598.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -389938.031250 Penalty: 4000.839111
	Iteration 4Q: 3 clusters Score -389938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -390049.093750 Penalty: 4000.839111
	Iteration 5Q: 3 clusters Score -390049.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -390069.875000 Penalty: 4000.839111
	Iteration 6Q: 3 clusters Score -390069.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -390070.468750 Penalty: 4000.839111
	Iteration 7Q: 3 clusters Score -390070.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -390070.468750 Penalty: 4000.839111
	Iteration 8F: 3 clusters Score -390070.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 232222 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 4 contains 155195 members 
Mstep: Class 5 contains 19843 members 
Mstep: Class 8 contains 48423 members 
Mstep: Class 9 contains 193213 members 
Mstep: Class 10 contains 29248 members 
Mstep: Class 11 contains 115192 members 
Mstep: Class 14 contains 37563 members 
Mstep: Class 19 contains 4724 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 15224 members 
Mstep: Class 22 contains 4170 members 
Entering Unmasked Estep 
Score: -116043984.000000 Penalty: 44048.285156
Splitting cluster 20 changes total score from -116034360.000000 to -116043984.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 21 (15224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Entering Unmasked Estep 
Score: -2084429.750000 Penalty: 2388.395996
	Iteration 0F: 2 clusters Score -2084430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2073467.750000 Penalty: 4776.791992
	Iteration 0F: 3 clusters Score -2073468 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2076891.625000 Penalty: 4776.791992
	Iteration 1F: 3 clusters Score -2076892 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2077240.875000 Penalty: 4776.791992
	Iteration 2F: 3 clusters Score -2077241 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2077496.750000 Penalty: 4776.791992
	Iteration 3Q: 3 clusters Score -2077497 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2077733.000000 Penalty: 4776.791992
	Iteration 4Q: 3 clusters Score -2077733 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2077950.125000 Penalty: 4776.791992
	Iteration 5Q: 3 clusters Score -2077950 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2078215.000000 Penalty: 4776.791992
	Iteration 6Q: 3 clusters Score -2078215 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2078518.125000 Penalty: 4776.791992
	Iteration 7Q: 3 clusters Score -2078518 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2078937.125000 Penalty: 4776.791992
	Iteration 8Q: 3 clusters Score -2078937 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2079459.500000 Penalty: 4776.791992
	Iteration 9F: 3 clusters Score -2079460 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2080148.500000 Penalty: 4776.791992
	Iteration 10F: 3 clusters Score -2080148 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2080836.125000 Penalty: 4776.791992
	Iteration 11F: 3 clusters Score -2080836 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2081398.250000 Penalty: 4776.791992
	Iteration 12Q: 3 clusters Score -2081398 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2081765.500000 Penalty: 4776.791992
	Iteration 13Q: 3 clusters Score -2081766 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2081982.625000 Penalty: 4776.791992
	Iteration 14Q: 3 clusters Score -2081983 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2082102.375000 Penalty: 4776.791992
	Iteration 15Q: 3 clusters Score -2082102 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2082172.000000 Penalty: 4776.791992
	Iteration 16Q: 3 clusters Score -2082172 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2082230.750000 Penalty: 4776.791992
	Iteration 17Q: 3 clusters Score -2082231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2082249.500000 Penalty: 4776.791992
	Iteration 18Q: 3 clusters Score -2082250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2082259.000000 Penalty: 4776.791992
	Iteration 19Q: 3 clusters Score -2082259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2082265.625000 Penalty: 4776.791992
	Iteration 20F: 3 clusters Score -2082266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2082267.000000 Penalty: 4776.791992
	Iteration 21Q: 3 clusters Score -2082267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2082269.000000 Penalty: 4776.791992
	Iteration 22Q: 3 clusters Score -2082269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2082268.875000 Penalty: 4776.791992
	Iteration 23Q: 3 clusters Score -2082269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2082271.250000 Penalty: 4776.791992
	Iteration 24Q: 3 clusters Score -2082271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2082272.500000 Penalty: 4776.791992
	Iteration 25Q: 3 clusters Score -2082272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2082271.875000 Penalty: 4776.791992
	Iteration 26Q: 3 clusters Score -2082272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2082271.875000 Penalty: 4776.791992
	Iteration 27F: 3 clusters Score -2082272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Entering Unmasked Estep 
Score: -575912.500000 Penalty: 2067.246582
	Iteration 0F: 2 clusters Score -575912.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -571890.562500 Penalty: 4134.493164
	Iteration 0F: 3 clusters Score -571890.6 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -572772.062500 Penalty: 4134.493164
	Iteration 1F: 3 clusters Score -572772.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -572914.312500 Penalty: 4134.493164
	Iteration 2F: 3 clusters Score -572914.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -572992.687500 Penalty: 4134.493164
	Iteration 3Q: 3 clusters Score -572992.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -573041.750000 Penalty: 4134.493164
	Iteration 4Q: 3 clusters Score -573041.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -573082.812500 Penalty: 4134.493164
	Iteration 5Q: 3 clusters Score -573082.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -573123.937500 Penalty: 4134.493164
	Iteration 6Q: 3 clusters Score -573123.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -573156.125000 Penalty: 4134.493164
	Iteration 7Q: 3 clusters Score -573156.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -573185.437500 Penalty: 4134.493164
	Iteration 8Q: 3 clusters Score -573185.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -573201.875000 Penalty: 4134.493164
	Iteration 9Q: 3 clusters Score -573201.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -573219.875000 Penalty: 4134.493164
	Iteration 10Q: 3 clusters Score -573219.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -573238.750000 Penalty: 4134.493164
	Iteration 11Q: 3 clusters Score -573238.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -573252.562500 Penalty: 4134.493164
	Iteration 12Q: 3 clusters Score -573252.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -573266.875000 Penalty: 4134.493164
	Iteration 13Q: 3 clusters Score -573266.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -573275.000000 Penalty: 4134.493164
	Iteration 14Q: 3 clusters Score -573275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -573280.312500 Penalty: 4134.493164
	Iteration 15Q: 3 clusters Score -573280.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -573287.375000 Penalty: 4134.493164
	Iteration 16Q: 3 clusters Score -573287.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -573293.812500 Penalty: 4134.493164
	Iteration 17Q: 3 clusters Score -573293.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -573296.625000 Penalty: 4134.493164
	Iteration 18Q: 3 clusters Score -573296.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -573300.250000 Penalty: 4134.493164
	Iteration 19Q: 3 clusters Score -573300.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -573304.125000 Penalty: 4134.493164
	Iteration 20F: 3 clusters Score -573304.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -573308.562500 Penalty: 4134.493164
	Iteration 21Q: 3 clusters Score -573308.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -573313.625000 Penalty: 4134.493164
	Iteration 22Q: 3 clusters Score -573313.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -573320.500000 Penalty: 4134.493164
	Iteration 23Q: 3 clusters Score -573320.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -573324.687500 Penalty: 4134.493164
	Iteration 24Q: 3 clusters Score -573324.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -573331.687500 Penalty: 4134.493164
	Iteration 25Q: 3 clusters Score -573331.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -573337.312500 Penalty: 4134.493164
	Iteration 26Q: 3 clusters Score -573337.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -573342.062500 Penalty: 4134.493164
	Iteration 27Q: 3 clusters Score -573342.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -573350.312500 Penalty: 4134.493164
	Iteration 28Q: 3 clusters Score -573350.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -573359.937500 Penalty: 4134.493164
	Iteration 29Q: 3 clusters Score -573359.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -573370.062500 Penalty: 4134.493164
	Iteration 30Q: 3 clusters Score -573370.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -573379.812500 Penalty: 4134.493164
	Iteration 31Q: 3 clusters Score -573379.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -573387.937500 Penalty: 4134.493164
	Iteration 32Q: 3 clusters Score -573387.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -573397.625000 Penalty: 4134.493164
	Iteration 33Q: 3 clusters Score -573397.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -573404.375000 Penalty: 4134.493164
	Iteration 34Q: 3 clusters Score -573404.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -573413.750000 Penalty: 4134.493164
	Iteration 35Q: 3 clusters Score -573413.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -573429.062500 Penalty: 4134.493164
	Iteration 36Q: 3 clusters Score -573429.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -573446.500000 Penalty: 4134.493164
	Iteration 37Q: 3 clusters Score -573446.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -573461.000000 Penalty: 4134.493164
	Iteration 38Q: 3 clusters Score -573461 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -573480.375000 Penalty: 4134.493164
	Iteration 39Q: 3 clusters Score -573480.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -573502.812500 Penalty: 4134.493164
	Iteration 40F: 3 clusters Score -573502.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -573525.062500 Penalty: 4134.493164
	Iteration 41Q: 3 clusters Score -573525.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -573553.125000 Penalty: 4134.493164
	Iteration 42Q: 3 clusters Score -573553.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -573573.437500 Penalty: 4134.493164
	Iteration 43Q: 3 clusters Score -573573.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -573596.000000 Penalty: 4134.493164
	Iteration 44Q: 3 clusters Score -573596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -573615.187500 Penalty: 4134.493164
	Iteration 45Q: 3 clusters Score -573615.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -573634.187500 Penalty: 4134.493164
	Iteration 46Q: 3 clusters Score -573634.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -573659.000000 Penalty: 4134.493164
	Iteration 47Q: 3 clusters Score -573659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -573678.812500 Penalty: 4134.493164
	Iteration 48Q: 3 clusters Score -573678.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -573695.625000 Penalty: 4134.493164
	Iteration 49Q: 3 clusters Score -573695.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -573715.250000 Penalty: 4134.493164
	Iteration 50Q: 3 clusters Score -573715.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -573737.000000 Penalty: 4134.493164
	Iteration 51Q: 3 clusters Score -573737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -573757.750000 Penalty: 4134.493164
	Iteration 52Q: 3 clusters Score -573757.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -573787.000000 Penalty: 4134.493164
	Iteration 53Q: 3 clusters Score -573787 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -573814.125000 Penalty: 4134.493164
	Iteration 54Q: 3 clusters Score -573814.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -573835.062500 Penalty: 4134.493164
	Iteration 55Q: 3 clusters Score -573835.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -573849.937500 Penalty: 4134.493164
	Iteration 56Q: 3 clusters Score -573849.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -573864.000000 Penalty: 4134.493164
	Iteration 57Q: 3 clusters Score -573864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -573879.125000 Penalty: 4134.493164
	Iteration 58Q: 3 clusters Score -573879.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -573893.625000 Penalty: 4134.493164
	Iteration 59Q: 3 clusters Score -573893.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -573914.687500 Penalty: 4134.493164
	Iteration 60F: 3 clusters Score -573914.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -573934.625000 Penalty: 4134.493164
	Iteration 61Q: 3 clusters Score -573934.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -573955.625000 Penalty: 4134.493164
	Iteration 62Q: 3 clusters Score -573955.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -573977.125000 Penalty: 4134.493164
	Iteration 63Q: 3 clusters Score -573977.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -573990.375000 Penalty: 4134.493164
	Iteration 64Q: 3 clusters Score -573990.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -574002.562500 Penalty: 4134.493164
	Iteration 65Q: 3 clusters Score -574002.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -574012.875000 Penalty: 4134.493164
	Iteration 66Q: 3 clusters Score -574012.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -574015.937500 Penalty: 4134.493164
	Iteration 67Q: 3 clusters Score -574015.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -574018.062500 Penalty: 4134.493164
	Iteration 68Q: 3 clusters Score -574018.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -574023.125000 Penalty: 4134.493164
	Iteration 69Q: 3 clusters Score -574023.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -574026.937500 Penalty: 4134.493164
	Iteration 70Q: 3 clusters Score -574026.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -574027.437500 Penalty: 4134.493164
	Iteration 71Q: 3 clusters Score -574027.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -574028.687500 Penalty: 4134.493164
	Iteration 72Q: 3 clusters Score -574028.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -574031.312500 Penalty: 4134.493164
	Iteration 73Q: 3 clusters Score -574031.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -574031.312500 Penalty: 4134.493164
	Iteration 74F: 3 clusters Score -574031.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 232222 members 
Mstep: Class 4 contains 155195 members 
Mstep: Class 5 contains 19843 members 
Mstep: Class 8 contains 48423 members 
Mstep: Class 9 contains 193213 members 
Mstep: Class 10 contains 29248 members 
Mstep: Class 11 contains 115192 members 
Mstep: Class 14 contains 37563 members 
Mstep: Class 19 contains 4724 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 15224 members 
Mstep: Class 22 contains 4170 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 14 clusters Score -1.160446e+08 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 230891 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 4 contains 154692 members 
Mstep: Class 5 contains 19713 members 
Mstep: Class 8 contains 48774 members 
Mstep: Class 9 contains 191451 members 
Mstep: Class 10 contains 29149 members 
Mstep: Class 11 contains 118133 members 
Mstep: Class 14 contains 38062 members 
Mstep: Class 19 contains 4672 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 15379 members 
Mstep: Class 22 contains 4091 members 
Entering Unmasked Estep 
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Iteration 40F: 14 clusters Score -1.160476e+08 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 229576 members 
Mstep: Class 2 contains 2459 members 
Mstep: Class 4 contains 153883 members 
Mstep: Class 5 contains 19351 members 
Mstep: Class 8 contains 49065 members 
Mstep: Class 9 contains 188784 members 
Mstep: Class 10 contains 29033 members 
Mstep: Class 11 contains 121283 members 
Mstep: Class 14 contains 39789 members 
Mstep: Class 19 contains 4611 members 
Mstep: Class 20 contains 801 members 
Mstep: Class 21 contains 15560 members 
Mstep: Class 22 contains 4008 members 
Entering Unmasked Estep 
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Iteration 41Q: 14 clusters Score -1.160512e+08 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 228213 members 
Mstep: Class 2 contains 2466 members 
Mstep: Class 4 contains 153012 members 
Mstep: Class 5 contains 18989 members 
Mstep: Class 8 contains 49335 members 
Mstep: Class 9 contains 186413 members 
Mstep: Class 10 contains 28933 members 
Mstep: Class 11 contains 124381 members 
Mstep: Class 14 contains 41491 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 805 members 
Mstep: Class 21 contains 15709 members 
Mstep: Class 22 contains 3938 members 
Entering Unmasked Estep 
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Iteration 42Q: 14 clusters Score -1.160537e+08 nChanged 9023
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 226871 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 4 contains 152166 members 
Mstep: Class 5 contains 18647 members 
Mstep: Class 8 contains 49570 members 
Mstep: Class 9 contains 184414 members 
Mstep: Class 10 contains 28822 members 
Mstep: Class 11 contains 127172 members 
Mstep: Class 14 contains 43064 members 
Mstep: Class 19 contains 4445 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 15896 members 
Mstep: Class 22 contains 3865 members 
Entering Unmasked Estep 
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Iteration 43Q: 14 clusters Score -1.160559e+08 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 225619 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 4 contains 151247 members 
Mstep: Class 5 contains 18338 members 
Mstep: Class 8 contains 49718 members 
Mstep: Class 9 contains 182673 members 
Mstep: Class 10 contains 28689 members 
Mstep: Class 11 contains 129852 members 
Mstep: Class 14 contains 44562 members 
Mstep: Class 19 contains 4344 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 16090 members 
Mstep: Class 22 contains 3800 members 
Entering Unmasked Estep 
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Iteration 44Q: 14 clusters Score -1.160578e+08 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 224365 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 4 contains 150269 members 
Mstep: Class 5 contains 18068 members 
Mstep: Class 8 contains 49829 members 
Mstep: Class 9 contains 181074 members 
Mstep: Class 10 contains 28601 members 
Mstep: Class 11 contains 132471 members 
Mstep: Class 14 contains 45985 members 
Mstep: Class 19 contains 4268 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 16264 members 
Mstep: Class 22 contains 3738 members 
Entering Unmasked Estep 
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Iteration 45Q: 14 clusters Score -1.160597e+08 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 223045 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 4 contains 149309 members 
Mstep: Class 5 contains 17820 members 
Mstep: Class 8 contains 49940 members 
Mstep: Class 9 contains 179687 members 
Mstep: Class 10 contains 28501 members 
Mstep: Class 11 contains 134966 members 
Mstep: Class 14 contains 47354 members 
Mstep: Class 19 contains 4176 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 16450 members 
Mstep: Class 22 contains 3684 members 
Entering Unmasked Estep 
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Iteration 46Q: 14 clusters Score -1.160614e+08 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 221792 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 4 contains 148403 members 
Mstep: Class 5 contains 17607 members 
Mstep: Class 8 contains 49998 members 
Mstep: Class 9 contains 178235 members 
Mstep: Class 10 contains 28361 members 
Mstep: Class 11 contains 137509 members 
Mstep: Class 14 contains 48611 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 16665 members 
Mstep: Class 22 contains 3626 members 
Entering Unmasked Estep 
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Iteration 47Q: 14 clusters Score -1.160642e+08 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 220533 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 4 contains 147398 members 
Mstep: Class 5 contains 17428 members 
Mstep: Class 8 contains 50023 members 
Mstep: Class 9 contains 176877 members 
Mstep: Class 10 contains 28243 members 
Mstep: Class 11 contains 140180 members 
Mstep: Class 14 contains 49749 members 
Mstep: Class 19 contains 4073 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 16875 members 
Mstep: Class 22 contains 3553 members 
Entering Unmasked Estep 
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Iteration 48Q: 14 clusters Score -1.160665e+08 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 219311 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 4 contains 146339 members 
Mstep: Class 5 contains 17263 members 
Mstep: Class 8 contains 50032 members 
Mstep: Class 9 contains 175384 members 
Mstep: Class 10 contains 28100 members 
Mstep: Class 11 contains 143095 members 
Mstep: Class 14 contains 50793 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 17091 members 
Mstep: Class 22 contains 3498 members 
Entering Unmasked Estep 
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Iteration 49Q: 14 clusters Score -1.16069e+08 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 218177 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 4 contains 145338 members 
Mstep: Class 5 contains 17104 members 
Mstep: Class 8 contains 49998 members 
Mstep: Class 9 contains 173859 members 
Mstep: Class 10 contains 27963 members 
Mstep: Class 11 contains 146036 members 
Mstep: Class 14 contains 51726 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 805 members 
Mstep: Class 21 contains 17321 members 
Mstep: Class 22 contains 3432 members 
Entering Unmasked Estep 
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Iteration 50Q: 14 clusters Score -1.160708e+08 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 216997 members 
Mstep: Class 2 contains 2471 members 
Mstep: Class 4 contains 144293 members 
Mstep: Class 5 contains 16947 members 
Mstep: Class 8 contains 49945 members 
Mstep: Class 9 contains 172497 members 
Mstep: Class 10 contains 27817 members 
Mstep: Class 11 contains 148935 members 
Mstep: Class 14 contains 52630 members 
Mstep: Class 19 contains 3938 members 
Mstep: Class 20 contains 806 members 
Mstep: Class 21 contains 17573 members 
Mstep: Class 22 contains 3356 members 
Entering Unmasked Estep 
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Iteration 51Q: 14 clusters Score -1.160722e+08 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 215830 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 4 contains 143198 members 
Mstep: Class 5 contains 16818 members 
Mstep: Class 8 contains 49887 members 
Mstep: Class 9 contains 171181 members 
Mstep: Class 10 contains 27665 members 
Mstep: Class 11 contains 151835 members 
Mstep: Class 14 contains 53487 members 
Mstep: Class 19 contains 3887 members 
Mstep: Class 20 contains 806 members 
Mstep: Class 21 contains 17852 members 
Mstep: Class 22 contains 3285 members 
Entering Unmasked Estep 
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Iteration 52Q: 14 clusters Score -1.160734e+08 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 214655 members 
Mstep: Class 2 contains 2473 members 
Mstep: Class 4 contains 142219 members 
Mstep: Class 5 contains 16703 members 
Mstep: Class 8 contains 49824 members 
Mstep: Class 9 contains 169909 members 
Mstep: Class 10 contains 27495 members 
Mstep: Class 11 contains 154619 members 
Mstep: Class 14 contains 54230 members 
Mstep: Class 19 contains 3890 members 
Mstep: Class 20 contains 806 members 
Mstep: Class 21 contains 18156 members 
Mstep: Class 22 contains 3226 members 
Entering Unmasked Estep 
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Iteration 53Q: 14 clusters Score -1.160745e+08 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 213710 members 
Mstep: Class 2 contains 2472 members 
Mstep: Class 4 contains 141314 members 
Mstep: Class 5 contains 16586 members 
Mstep: Class 8 contains 49757 members 
Mstep: Class 9 contains 168586 members 
Mstep: Class 10 contains 27344 members 
Mstep: Class 11 contains 157190 members 
Mstep: Class 14 contains 54900 members 
Mstep: Class 19 contains 3918 members 
Mstep: Class 20 contains 807 members 
Mstep: Class 21 contains 18470 members 
Mstep: Class 22 contains 3151 members 
Entering Unmasked Estep 
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Iteration 54Q: 14 clusters Score -1.160758e+08 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 212798 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 4 contains 140426 members 
Mstep: Class 5 contains 16459 members 
Mstep: Class 8 contains 49726 members 
Mstep: Class 9 contains 167353 members 
Mstep: Class 10 contains 27186 members 
Mstep: Class 11 contains 159691 members 
Mstep: Class 14 contains 55523 members 
Mstep: Class 19 contains 3921 members 
Mstep: Class 20 contains 807 members 
Mstep: Class 21 contains 18756 members 
Mstep: Class 22 contains 3085 members 
Entering Unmasked Estep 
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Iteration 55Q: 14 clusters Score -1.160765e+08 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 212018 members 
Mstep: Class 2 contains 2475 members 
Mstep: Class 4 contains 139643 members 
Mstep: Class 5 contains 16342 members 
Mstep: Class 8 contains 49744 members 
Mstep: Class 9 contains 166029 members 
Mstep: Class 10 contains 27003 members 
Mstep: Class 11 contains 162035 members 
Mstep: Class 14 contains 56097 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 20 contains 807 members 
Mstep: Class 21 contains 19046 members 
Mstep: Class 22 contains 3011 members 
Entering Unmasked Estep 
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Iteration 56Q: 14 clusters Score -1.160773e+08 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 211276 members 
Mstep: Class 2 contains 2476 members 
Mstep: Class 4 contains 138912 members 
Mstep: Class 5 contains 16211 members 
Mstep: Class 8 contains 49727 members 
Mstep: Class 9 contains 164797 members 
Mstep: Class 10 contains 26840 members 
Mstep: Class 11 contains 164237 members 
Mstep: Class 14 contains 56655 members 
Mstep: Class 19 contains 3998 members 
Mstep: Class 20 contains 807 members 
Mstep: Class 21 contains 19322 members 
Mstep: Class 22 contains 2947 members 
Entering Unmasked Estep 
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Iteration 57Q: 14 clusters Score -1.160779e+08 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 210715 members 
Mstep: Class 2 contains 2476 members 
Mstep: Class 4 contains 138356 members 
Mstep: Class 5 contains 16085 members 
Mstep: Class 8 contains 49700 members 
Mstep: Class 9 contains 163569 members 
Mstep: Class 10 contains 26697 members 
Mstep: Class 11 contains 166119 members 
Mstep: Class 14 contains 57186 members 
Mstep: Class 19 contains 4039 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 19569 members 
Mstep: Class 22 contains 2886 members 
Entering Unmasked Estep 
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Iteration 58Q: 14 clusters Score -1.160782e+08 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 210160 members 
Mstep: Class 2 contains 2477 members 
Mstep: Class 4 contains 137887 members 
Mstep: Class 5 contains 15972 members 
Mstep: Class 8 contains 49706 members 
Mstep: Class 9 contains 162324 members 
Mstep: Class 10 contains 26552 members 
Mstep: Class 11 contains 167936 members 
Mstep: Class 14 contains 57682 members 
Mstep: Class 19 contains 4082 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 19796 members 
Mstep: Class 22 contains 2822 members 
Entering Unmasked Estep 
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Iteration 59Q: 14 clusters Score -1.160784e+08 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 209696 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 4 contains 137546 members 
Mstep: Class 5 contains 15862 members 
Mstep: Class 8 contains 49724 members 
Mstep: Class 9 contains 161215 members 
Mstep: Class 10 contains 26436 members 
Mstep: Class 11 contains 169407 members 
Mstep: Class 14 contains 58131 members 
Mstep: Class 19 contains 4130 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 20004 members 
Mstep: Class 22 contains 2765 members 
Entering Unmasked Estep 
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Iteration 60F: 14 clusters Score -1.160788e+08 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 209299 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 4 contains 137248 members 
Mstep: Class 5 contains 15747 members 
Mstep: Class 8 contains 49772 members 
Mstep: Class 9 contains 160181 members 
Mstep: Class 10 contains 26349 members 
Mstep: Class 11 contains 170664 members 
Mstep: Class 14 contains 58551 members 
Mstep: Class 19 contains 4199 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 20184 members 
Mstep: Class 22 contains 2722 members 
Entering Unmasked Estep 
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Iteration 61Q: 14 clusters Score -1.16079e+08 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208958 members 
Mstep: Class 2 contains 2476 members 
Mstep: Class 4 contains 137021 members 
Mstep: Class 5 contains 15668 members 
Mstep: Class 8 contains 49814 members 
Mstep: Class 9 contains 159215 members 
Mstep: Class 10 contains 26262 members 
Mstep: Class 11 contains 171698 members 
Mstep: Class 14 contains 58896 members 
Mstep: Class 19 contains 4316 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 20391 members 
Mstep: Class 22 contains 2680 members 
Entering Unmasked Estep 
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Iteration 62Q: 14 clusters Score -1.160792e+08 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208752 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 4 contains 136881 members 
Mstep: Class 5 contains 15612 members 
Mstep: Class 8 contains 49874 members 
Mstep: Class 9 contains 158353 members 
Mstep: Class 10 contains 26178 members 
Mstep: Class 11 contains 172412 members 
Mstep: Class 14 contains 59218 members 
Mstep: Class 19 contains 4417 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 20582 members 
Mstep: Class 22 contains 2640 members 
Entering Unmasked Estep 
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Iteration 63Q: 14 clusters Score -1.160796e+08 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208539 members 
Mstep: Class 2 contains 2473 members 
Mstep: Class 4 contains 136842 members 
Mstep: Class 5 contains 15554 members 
Mstep: Class 8 contains 49950 members 
Mstep: Class 9 contains 157651 members 
Mstep: Class 10 contains 26080 members 
Mstep: Class 11 contains 172870 members 
Mstep: Class 14 contains 59526 members 
Mstep: Class 19 contains 4519 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 20776 members 
Mstep: Class 22 contains 2613 members 
Entering Unmasked Estep 
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Iteration 64Q: 14 clusters Score -1.160797e+08 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208363 members 
Mstep: Class 2 contains 2473 members 
Mstep: Class 4 contains 136860 members 
Mstep: Class 5 contains 15509 members 
Mstep: Class 8 contains 50063 members 
Mstep: Class 9 contains 157069 members 
Mstep: Class 10 contains 26016 members 
Mstep: Class 11 contains 173132 members 
Mstep: Class 14 contains 59783 members 
Mstep: Class 19 contains 4601 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 20953 members 
Mstep: Class 22 contains 2571 members 
Entering Unmasked Estep 
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Iteration 65Q: 14 clusters Score -1.160796e+08 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208239 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 4 contains 136917 members 
Mstep: Class 5 contains 15482 members 
Mstep: Class 8 contains 50151 members 
Mstep: Class 9 contains 156482 members 
Mstep: Class 10 contains 25937 members 
Mstep: Class 11 contains 173325 members 
Mstep: Class 14 contains 59975 members 
Mstep: Class 19 contains 4731 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 21140 members 
Mstep: Class 22 contains 2540 members 
Entering Unmasked Estep 
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Iteration 66Q: 14 clusters Score -1.160792e+08 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208175 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 4 contains 137037 members 
Mstep: Class 5 contains 15460 members 
Mstep: Class 8 contains 50236 members 
Mstep: Class 9 contains 155874 members 
Mstep: Class 10 contains 25844 members 
Mstep: Class 11 contains 173389 members 
Mstep: Class 14 contains 60158 members 
Mstep: Class 19 contains 4889 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 21340 members 
Mstep: Class 22 contains 2516 members 
Entering Unmasked Estep 
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Iteration 67Q: 14 clusters Score -1.160789e+08 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208100 members 
Mstep: Class 2 contains 2475 members 
Mstep: Class 4 contains 137197 members 
Mstep: Class 5 contains 15440 members 
Mstep: Class 8 contains 50340 members 
Mstep: Class 9 contains 155321 members 
Mstep: Class 10 contains 25761 members 
Mstep: Class 11 contains 173356 members 
Mstep: Class 14 contains 60325 members 
Mstep: Class 19 contains 5045 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 21544 members 
Mstep: Class 22 contains 2488 members 
Entering Unmasked Estep 
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Iteration 68Q: 14 clusters Score -1.160789e+08 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208027 members 
Mstep: Class 2 contains 2477 members 
Mstep: Class 4 contains 137391 members 
Mstep: Class 5 contains 15424 members 
Mstep: Class 8 contains 50411 members 
Mstep: Class 9 contains 154820 members 
Mstep: Class 10 contains 25681 members 
Mstep: Class 11 contains 173287 members 
Mstep: Class 14 contains 60479 members 
Mstep: Class 19 contains 5204 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 21742 members 
Mstep: Class 22 contains 2449 members 
Entering Unmasked Estep 
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Iteration 69Q: 14 clusters Score -1.160788e+08 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208023 members 
Mstep: Class 2 contains 2477 members 
Mstep: Class 4 contains 137599 members 
Mstep: Class 5 contains 15411 members 
Mstep: Class 8 contains 50485 members 
Mstep: Class 9 contains 154362 members 
Mstep: Class 10 contains 25588 members 
Mstep: Class 11 contains 173094 members 
Mstep: Class 14 contains 60618 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 21929 members 
Mstep: Class 22 contains 2416 members 
Entering Unmasked Estep 
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Iteration 70Q: 14 clusters Score -1.160787e+08 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208032 members 
Mstep: Class 2 contains 2478 members 
Mstep: Class 4 contains 137772 members 
Mstep: Class 5 contains 15390 members 
Mstep: Class 8 contains 50559 members 
Mstep: Class 9 contains 153992 members 
Mstep: Class 10 contains 25506 members 
Mstep: Class 11 contains 172834 members 
Mstep: Class 14 contains 60754 members 
Mstep: Class 19 contains 5582 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 22113 members 
Mstep: Class 22 contains 2380 members 
Entering Unmasked Estep 
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Iteration 71Q: 14 clusters Score -1.160787e+08 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208020 members 
Mstep: Class 2 contains 2475 members 
Mstep: Class 4 contains 137990 members 
Mstep: Class 5 contains 15380 members 
Mstep: Class 8 contains 50640 members 
Mstep: Class 9 contains 153674 members 
Mstep: Class 10 contains 25415 members 
Mstep: Class 11 contains 172492 members 
Mstep: Class 14 contains 60882 members 
Mstep: Class 19 contains 5761 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 22321 members 
Mstep: Class 22 contains 2342 members 
Entering Unmasked Estep 
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Iteration 72Q: 14 clusters Score -1.160787e+08 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208056 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 4 contains 138218 members 
Mstep: Class 5 contains 15372 members 
Mstep: Class 8 contains 50699 members 
Mstep: Class 9 contains 153392 members 
Mstep: Class 10 contains 25322 members 
Mstep: Class 11 contains 172119 members 
Mstep: Class 14 contains 61010 members 
Mstep: Class 19 contains 5914 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 22513 members 
Mstep: Class 22 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116078496.000000 Penalty: 44048.285156
Iteration 73Q: 14 clusters Score -1.160785e+08 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208141 members 
Mstep: Class 2 contains 2475 members 
Mstep: Class 4 contains 138430 members 
Mstep: Class 5 contains 15351 members 
Mstep: Class 8 contains 50744 members 
Mstep: Class 9 contains 153116 members 
Mstep: Class 10 contains 25225 members 
Mstep: Class 11 contains 171725 members 
Mstep: Class 14 contains 61127 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 22712 members 
Mstep: Class 22 contains 2278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116078616.000000 Penalty: 44048.285156
Iteration 74Q: 14 clusters Score -1.160786e+08 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208215 members 
Mstep: Class 2 contains 2476 members 
Mstep: Class 4 contains 138659 members 
Mstep: Class 5 contains 15339 members 
Mstep: Class 8 contains 50766 members 
Mstep: Class 9 contains 152874 members 
Mstep: Class 10 contains 25126 members 
Mstep: Class 11 contains 171306 members 
Mstep: Class 14 contains 61258 members 
Mstep: Class 19 contains 6223 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 22896 members 
Mstep: Class 22 contains 2254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 3378.085938 but Gain 3388.328125
Score: -116078776.000000 Penalty: 40659.957031
Iteration 75Q: 13 clusters Score -1.160788e+08 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 209214 members 
Mstep: Class 2 contains 2477 members 
Mstep: Class 4 contains 138889 members 
Mstep: Class 5 contains 15319 members 
Mstep: Class 8 contains 50811 members 
Mstep: Class 9 contains 152661 members 
Mstep: Class 10 contains 25655 members 
Mstep: Class 11 contains 170855 members 
Mstep: Class 14 contains 61354 members 
Mstep: Class 19 contains 6372 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 23785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081112.000000 Penalty: 40659.957031
Iteration 76Q: 13 clusters Score -1.160811e+08 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208928 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 4 contains 139211 members 
Mstep: Class 5 contains 15298 members 
Mstep: Class 8 contains 50876 members 
Mstep: Class 9 contains 152545 members 
Mstep: Class 10 contains 25393 members 
Mstep: Class 11 contains 170474 members 
Mstep: Class 14 contains 61441 members 
Mstep: Class 19 contains 6522 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 24230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081160.000000 Penalty: 40659.957031
Iteration 77Q: 13 clusters Score -1.160812e+08 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208733 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 4 contains 139510 members 
Mstep: Class 5 contains 15277 members 
Mstep: Class 8 contains 50908 members 
Mstep: Class 9 contains 152400 members 
Mstep: Class 10 contains 25143 members 
Mstep: Class 11 contains 170096 members 
Mstep: Class 14 contains 61515 members 
Mstep: Class 19 contains 6681 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 24655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081160.000000 Penalty: 40659.957031
Iteration 78Q: 13 clusters Score -1.160812e+08 nChanged 2470
Entering ConstructFrom: 
Score: -116081160.000000 Penalty: 40659.957031
Entering ConstructFrom: 
Trying to split cluster 1 (208518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208518 members 
Entering Unmasked Estep 
Score: -28538940.000000 Penalty: 3037.449707
	Iteration 0F: 2 clusters Score -2.853894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104596 members 
Mstep: Class 2 contains 103922 members 
Entering Unmasked Estep 
Score: -28409534.000000 Penalty: 6074.899414
	Iteration 0F: 3 clusters Score -2.840953e+07 nChanged 100345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110299 members 
Mstep: Class 2 contains 98219 members 
Entering Unmasked Estep 
Score: -28468070.000000 Penalty: 6074.899414
	Iteration 1F: 3 clusters Score -2.846807e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113787 members 
Mstep: Class 2 contains 94731 members 
Entering Unmasked Estep 
Score: -28469360.000000 Penalty: 6074.899414
	Iteration 2Q: 3 clusters Score -2.846936e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119191 members 
Mstep: Class 2 contains 89327 members 
Entering Unmasked Estep 
Score: -28471498.000000 Penalty: 6074.899414
	Iteration 3Q: 3 clusters Score -2.84715e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127334 members 
Mstep: Class 2 contains 81184 members 
Entering Unmasked Estep 
Score: -28475502.000000 Penalty: 6074.899414
	Iteration 4Q: 3 clusters Score -2.84755e+07 nChanged 11957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139101 members 
Mstep: Class 2 contains 69417 members 
Entering Unmasked Estep 
Score: -28482454.000000 Penalty: 6074.899414
	Iteration 5F: 3 clusters Score -2.848245e+07 nChanged 16281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155342 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -28494570.000000 Penalty: 6074.899414
	Iteration 6F: 3 clusters Score -2.849457e+07 nChanged 19662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175002 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -28511238.000000 Penalty: 6074.899414
	Iteration 7F: 3 clusters Score -2.851124e+07 nChanged 17699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192701 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -28525296.000000 Penalty: 6074.899414
	Iteration 8F: 3 clusters Score -2.85253e+07 nChanged 10437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203138 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -28532480.000000 Penalty: 6074.899414
	Iteration 9F: 3 clusters Score -2.853248e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206961 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -28535052.000000 Penalty: 6074.899414
	Iteration 10Q: 3 clusters Score -2.853505e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207955 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -28535810.000000 Penalty: 6074.899414
	Iteration 11Q: 3 clusters Score -2.853581e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208175 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -28535992.000000 Penalty: 6074.899414
	Iteration 12Q: 3 clusters Score -2.853599e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208248 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28536098.000000 Penalty: 6074.899414
	Iteration 13Q: 3 clusters Score -2.85361e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208275 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28536142.000000 Penalty: 6074.899414
	Iteration 14Q: 3 clusters Score -2.853614e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208290 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28536154.000000 Penalty: 6074.899414
	Iteration 15Q: 3 clusters Score -2.853615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208295 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28536186.000000 Penalty: 6074.899414
	Iteration 16Q: 3 clusters Score -2.853619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208299 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28536200.000000 Penalty: 6074.899414
	Iteration 17Q: 3 clusters Score -2.85362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208304 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28536220.000000 Penalty: 6074.899414
	Iteration 18Q: 3 clusters Score -2.853622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208308 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28536226.000000 Penalty: 6074.899414
	Iteration 19Q: 3 clusters Score -2.853623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208308 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28536226.000000 Penalty: 6074.899414
	Iteration 20F: 3 clusters Score -2.853623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Entering Unmasked Estep 
Score: -311923.937500 Penalty: 1937.770630
	Iteration 0F: 2 clusters Score -311923.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -309080.625000 Penalty: 3875.541260
	Iteration 0F: 3 clusters Score -309080.6 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -310127.093750 Penalty: 3875.541260
	Iteration 1F: 3 clusters Score -310127.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -310588.031250 Penalty: 3875.541260
	Iteration 2F: 3 clusters Score -310588 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -311024.625000 Penalty: 3875.541260
	Iteration 3F: 3 clusters Score -311024.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -311450.187500 Penalty: 3875.541260
	Iteration 4F: 3 clusters Score -311450.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -311806.031250 Penalty: 3875.541260
	Iteration 5F: 3 clusters Score -311806 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -312024.375000 Penalty: 3875.541260
	Iteration 6Q: 3 clusters Score -312024.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -312091.468750 Penalty: 3875.541260
	Iteration 7Q: 3 clusters Score -312091.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -312134.187500 Penalty: 3875.541260
	Iteration 8Q: 3 clusters Score -312134.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -312160.218750 Penalty: 3875.541260
	Iteration 9Q: 3 clusters Score -312160.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -312185.875000 Penalty: 3875.541260
	Iteration 10Q: 3 clusters Score -312185.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -312217.093750 Penalty: 3875.541260
	Iteration 11Q: 3 clusters Score -312217.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -312238.531250 Penalty: 3875.541260
	Iteration 12Q: 3 clusters Score -312238.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -312258.812500 Penalty: 3875.541260
	Iteration 13Q: 3 clusters Score -312258.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -312287.000000 Penalty: 3875.541260
	Iteration 14Q: 3 clusters Score -312287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -312312.906250 Penalty: 3875.541260
	Iteration 15Q: 3 clusters Score -312312.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -312319.812500 Penalty: 3875.541260
	Iteration 16Q: 3 clusters Score -312319.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -312325.093750 Penalty: 3875.541260
	Iteration 17Q: 3 clusters Score -312325.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -312329.343750 Penalty: 3875.541260
	Iteration 18Q: 3 clusters Score -312329.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -312332.062500 Penalty: 3875.541260
	Iteration 19Q: 3 clusters Score -312332.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -312332.343750 Penalty: 3875.541260
	Iteration 20F: 3 clusters Score -312332.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -312333.968750 Penalty: 3875.541260
	Iteration 21Q: 3 clusters Score -312334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -312334.875000 Penalty: 3875.541260
	Iteration 22Q: 3 clusters Score -312334.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -312336.375000 Penalty: 3875.541260
	Iteration 23Q: 3 clusters Score -312336.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -312337.750000 Penalty: 3875.541260
	Iteration 24Q: 3 clusters Score -312337.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -312338.156250 Penalty: 3875.541260
	Iteration 25Q: 3 clusters Score -312338.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -312338.156250 Penalty: 3875.541260
	Iteration 26F: 3 clusters Score -312338.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208518 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 1716 members 
Mstep: Class 4 contains 139784 members 
Mstep: Class 5 contains 15260 members 
Mstep: Class 8 contains 50957 members 
Mstep: Class 9 contains 152186 members 
Mstep: Class 10 contains 24933 members 
Mstep: Class 11 contains 169805 members 
Mstep: Class 14 contains 61579 members 
Mstep: Class 19 contains 6833 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 25063 members 
Entering Unmasked Estep 
Score: -116079944.000000 Penalty: 44048.285156
Splitting cluster 2 changes total score from -116081160.000000 to -116079944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (139784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139784 members 
Entering Unmasked Estep 
Score: -19284926.000000 Penalty: 2938.267822
	Iteration 0F: 2 clusters Score -1.928493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70147 members 
Mstep: Class 2 contains 69637 members 
Entering Unmasked Estep 
Score: -19191638.000000 Penalty: 5876.535645
	Iteration 0F: 3 clusters Score -1.919164e+07 nChanged 66649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74350 members 
Mstep: Class 2 contains 65434 members 
Entering Unmasked Estep 
Score: -19230444.000000 Penalty: 5876.535645
	Iteration 1F: 3 clusters Score -1.923044e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76929 members 
Mstep: Class 2 contains 62855 members 
Entering Unmasked Estep 
Score: -19231908.000000 Penalty: 5876.535645
	Iteration 2Q: 3 clusters Score -1.923191e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80848 members 
Mstep: Class 2 contains 58936 members 
Entering Unmasked Estep 
Score: -19234110.000000 Penalty: 5876.535645
	Iteration 3Q: 3 clusters Score -1.923411e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86709 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -19237712.000000 Penalty: 5876.535645
	Iteration 4F: 3 clusters Score -1.923771e+07 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94946 members 
Mstep: Class 2 contains 44838 members 
Entering Unmasked Estep 
Score: -19243910.000000 Penalty: 5876.535645
	Iteration 5F: 3 clusters Score -1.924391e+07 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104955 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -19253212.000000 Penalty: 5876.535645
	Iteration 6F: 3 clusters Score -1.925321e+07 nChanged 10630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114901 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -19263234.000000 Penalty: 5876.535645
	Iteration 7F: 3 clusters Score -1.926323e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122383 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -19270720.000000 Penalty: 5876.535645
	Iteration 8F: 3 clusters Score -1.927072e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126996 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -19275156.000000 Penalty: 5876.535645
	Iteration 9Q: 3 clusters Score -1.927516e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129756 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -19277500.000000 Penalty: 5876.535645
	Iteration 10Q: 3 clusters Score -1.92775e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131573 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -19279040.000000 Penalty: 5876.535645
	Iteration 11Q: 3 clusters Score -1.927904e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132978 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -19279986.000000 Penalty: 5876.535645
	Iteration 12Q: 3 clusters Score -1.927999e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134031 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -19280616.000000 Penalty: 5876.535645
	Iteration 13Q: 3 clusters Score -1.928062e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134835 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -19281080.000000 Penalty: 5876.535645
	Iteration 14Q: 3 clusters Score -1.928108e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135483 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -19281468.000000 Penalty: 5876.535645
	Iteration 15Q: 3 clusters Score -1.928147e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136015 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -19281796.000000 Penalty: 5876.535645
	Iteration 16Q: 3 clusters Score -1.92818e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136428 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -19282056.000000 Penalty: 5876.535645
	Iteration 17Q: 3 clusters Score -1.928206e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136775 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -19282182.000000 Penalty: 5876.535645
	Iteration 18Q: 3 clusters Score -1.928218e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137023 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -19282304.000000 Penalty: 5876.535645
	Iteration 19Q: 3 clusters Score -1.92823e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137234 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -19282392.000000 Penalty: 5876.535645
	Iteration 20F: 3 clusters Score -1.928239e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137396 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -19282482.000000 Penalty: 5876.535645
	Iteration 21Q: 3 clusters Score -1.928248e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137520 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -19282520.000000 Penalty: 5876.535645
	Iteration 22Q: 3 clusters Score -1.928252e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137628 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -19282582.000000 Penalty: 5876.535645
	Iteration 23Q: 3 clusters Score -1.928258e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137713 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -19282604.000000 Penalty: 5876.535645
	Iteration 24Q: 3 clusters Score -1.92826e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137777 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -19282624.000000 Penalty: 5876.535645
	Iteration 25Q: 3 clusters Score -1.928262e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137837 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -19282642.000000 Penalty: 5876.535645
	Iteration 26Q: 3 clusters Score -1.928264e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137898 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -19282688.000000 Penalty: 5876.535645
	Iteration 27Q: 3 clusters Score -1.928269e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137941 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -19282686.000000 Penalty: 5876.535645
	Iteration 28Q: 3 clusters Score -1.928269e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137973 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -19282676.000000 Penalty: 5876.535645
	Iteration 29Q: 3 clusters Score -1.928268e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138004 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -19282702.000000 Penalty: 5876.535645
	Iteration 30Q: 3 clusters Score -1.92827e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138039 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -19282702.000000 Penalty: 5876.535645
	Iteration 31Q: 3 clusters Score -1.92827e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138064 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -19282716.000000 Penalty: 5876.535645
	Iteration 32Q: 3 clusters Score -1.928272e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138083 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -19282714.000000 Penalty: 5876.535645
	Iteration 33Q: 3 clusters Score -1.928271e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138105 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -19282702.000000 Penalty: 5876.535645
	Iteration 34Q: 3 clusters Score -1.92827e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138129 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -19282718.000000 Penalty: 5876.535645
	Iteration 35Q: 3 clusters Score -1.928272e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138147 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -19282730.000000 Penalty: 5876.535645
	Iteration 36Q: 3 clusters Score -1.928273e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138166 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -19282738.000000 Penalty: 5876.535645
	Iteration 37Q: 3 clusters Score -1.928274e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138184 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -19282762.000000 Penalty: 5876.535645
	Iteration 38Q: 3 clusters Score -1.928276e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138198 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -19282724.000000 Penalty: 5876.535645
	Iteration 39Q: 3 clusters Score -1.928272e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138208 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -19282750.000000 Penalty: 5876.535645
	Iteration 40F: 3 clusters Score -1.928275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138215 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -19282742.000000 Penalty: 5876.535645
	Iteration 41Q: 3 clusters Score -1.928274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138227 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -19282744.000000 Penalty: 5876.535645
	Iteration 42Q: 3 clusters Score -1.928274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138237 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -19282772.000000 Penalty: 5876.535645
	Iteration 43Q: 3 clusters Score -1.928277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138245 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -19282760.000000 Penalty: 5876.535645
	Iteration 44Q: 3 clusters Score -1.928276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138255 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -19282766.000000 Penalty: 5876.535645
	Iteration 45Q: 3 clusters Score -1.928277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138265 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -19282762.000000 Penalty: 5876.535645
	Iteration 46Q: 3 clusters Score -1.928276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138273 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -19282772.000000 Penalty: 5876.535645
	Iteration 47Q: 3 clusters Score -1.928277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138280 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -19282782.000000 Penalty: 5876.535645
	Iteration 48Q: 3 clusters Score -1.928278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138285 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -19282788.000000 Penalty: 5876.535645
	Iteration 49Q: 3 clusters Score -1.928279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138291 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -19282782.000000 Penalty: 5876.535645
	Iteration 50Q: 3 clusters Score -1.928278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138301 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -19282790.000000 Penalty: 5876.535645
	Iteration 51Q: 3 clusters Score -1.928279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138309 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -19282792.000000 Penalty: 5876.535645
	Iteration 52Q: 3 clusters Score -1.928279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138311 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -19282794.000000 Penalty: 5876.535645
	Iteration 53Q: 3 clusters Score -1.928279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138314 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -19282792.000000 Penalty: 5876.535645
	Iteration 54Q: 3 clusters Score -1.928279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138316 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -19282770.000000 Penalty: 5876.535645
	Iteration 55Q: 3 clusters Score -1.928277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138320 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -19282774.000000 Penalty: 5876.535645
	Iteration 56Q: 3 clusters Score -1.928277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138327 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -19282776.000000 Penalty: 5876.535645
	Iteration 57Q: 3 clusters Score -1.928278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138333 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -19282788.000000 Penalty: 5876.535645
	Iteration 58Q: 3 clusters Score -1.928279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138338 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -19282796.000000 Penalty: 5876.535645
	Iteration 59Q: 3 clusters Score -1.92828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138341 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -19282806.000000 Penalty: 5876.535645
	Iteration 60F: 3 clusters Score -1.928281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138344 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -19282794.000000 Penalty: 5876.535645
	Iteration 61Q: 3 clusters Score -1.928279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138348 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -19282792.000000 Penalty: 5876.535645
	Iteration 62Q: 3 clusters Score -1.928279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138350 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -19282788.000000 Penalty: 5876.535645
	Iteration 63Q: 3 clusters Score -1.928279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138353 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -19282792.000000 Penalty: 5876.535645
	Iteration 64Q: 3 clusters Score -1.928279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138355 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -19282774.000000 Penalty: 5876.535645
	Iteration 65Q: 3 clusters Score -1.928277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138357 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -19282782.000000 Penalty: 5876.535645
	Iteration 66Q: 3 clusters Score -1.928278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138356 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -19282794.000000 Penalty: 5876.535645
	Iteration 67Q: 3 clusters Score -1.928279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138357 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -19282800.000000 Penalty: 5876.535645
	Iteration 68Q: 3 clusters Score -1.92828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138358 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -19282800.000000 Penalty: 5876.535645
	Iteration 69Q: 3 clusters Score -1.92828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138359 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -19282808.000000 Penalty: 5876.535645
	Iteration 70Q: 3 clusters Score -1.928281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138359 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -19282808.000000 Penalty: 5876.535645
	Iteration 71F: 3 clusters Score -1.928281e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Entering Unmasked Estep 
Score: -2007885.250000 Penalty: 2388.981445
	Iteration 0F: 2 clusters Score -2007885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1996905.500000 Penalty: 4777.962891
	Iteration 0F: 3 clusters Score -1996906 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2000308.750000 Penalty: 4777.962891
	Iteration 1F: 3 clusters Score -2000309 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2000632.250000 Penalty: 4777.962891
	Iteration 2F: 3 clusters Score -2000632 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2000860.875000 Penalty: 4777.962891
	Iteration 3Q: 3 clusters Score -2000861 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2001030.750000 Penalty: 4777.962891
	Iteration 4Q: 3 clusters Score -2001031 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2001175.375000 Penalty: 4777.962891
	Iteration 5Q: 3 clusters Score -2001175 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2001316.375000 Penalty: 4777.962891
	Iteration 6Q: 3 clusters Score -2001316 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2001465.125000 Penalty: 4777.962891
	Iteration 7Q: 3 clusters Score -2001465 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2001603.125000 Penalty: 4777.962891
	Iteration 8Q: 3 clusters Score -2001603 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2001770.875000 Penalty: 4777.962891
	Iteration 9Q: 3 clusters Score -2001771 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2001970.250000 Penalty: 4777.962891
	Iteration 10Q: 3 clusters Score -2001970 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2002250.750000 Penalty: 4777.962891
	Iteration 11Q: 3 clusters Score -2002251 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2002635.625000 Penalty: 4777.962891
	Iteration 12Q: 3 clusters Score -2002636 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2003100.250000 Penalty: 4777.962891
	Iteration 13Q: 3 clusters Score -2003100 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2003610.500000 Penalty: 4777.962891
	Iteration 14Q: 3 clusters Score -2003610 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2004110.625000 Penalty: 4777.962891
	Iteration 15Q: 3 clusters Score -2004111 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2004577.000000 Penalty: 4777.962891
	Iteration 16Q: 3 clusters Score -2004577 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2004976.625000 Penalty: 4777.962891
	Iteration 17Q: 3 clusters Score -2004977 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -2005260.000000 Penalty: 4777.962891
	Iteration 18Q: 3 clusters Score -2005260 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2005461.375000 Penalty: 4777.962891
	Iteration 19Q: 3 clusters Score -2005461 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2005605.000000 Penalty: 4777.962891
	Iteration 20F: 3 clusters Score -2005605 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2005698.875000 Penalty: 4777.962891
	Iteration 21Q: 3 clusters Score -2005699 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2005770.625000 Penalty: 4777.962891
	Iteration 22Q: 3 clusters Score -2005771 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2005803.875000 Penalty: 4777.962891
	Iteration 23Q: 3 clusters Score -2005804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2005833.250000 Penalty: 4777.962891
	Iteration 24Q: 3 clusters Score -2005833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2005851.875000 Penalty: 4777.962891
	Iteration 25Q: 3 clusters Score -2005852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2005876.875000 Penalty: 4777.962891
	Iteration 26Q: 3 clusters Score -2005877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2005893.375000 Penalty: 4777.962891
	Iteration 27Q: 3 clusters Score -2005893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2005901.625000 Penalty: 4777.962891
	Iteration 28Q: 3 clusters Score -2005902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2005909.875000 Penalty: 4777.962891
	Iteration 29Q: 3 clusters Score -2005910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2005915.000000 Penalty: 4777.962891
	Iteration 30Q: 3 clusters Score -2005915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2005917.750000 Penalty: 4777.962891
	Iteration 31Q: 3 clusters Score -2005918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2005920.125000 Penalty: 4777.962891
	Iteration 32Q: 3 clusters Score -2005920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2005921.375000 Penalty: 4777.962891
	Iteration 33Q: 3 clusters Score -2005921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2005927.125000 Penalty: 4777.962891
	Iteration 34Q: 3 clusters Score -2005927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2005928.500000 Penalty: 4777.962891
	Iteration 35Q: 3 clusters Score -2005928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2005929.750000 Penalty: 4777.962891
	Iteration 36Q: 3 clusters Score -2005930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2005935.375000 Penalty: 4777.962891
	Iteration 37Q: 3 clusters Score -2005935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2005937.125000 Penalty: 4777.962891
	Iteration 38Q: 3 clusters Score -2005937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2005936.125000 Penalty: 4777.962891
	Iteration 39Q: 3 clusters Score -2005936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2005938.750000 Penalty: 4777.962891
	Iteration 40F: 3 clusters Score -2005939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2005943.625000 Penalty: 4777.962891
	Iteration 41Q: 3 clusters Score -2005944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2005945.000000 Penalty: 4777.962891
	Iteration 42Q: 3 clusters Score -2005945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2005948.750000 Penalty: 4777.962891
	Iteration 43Q: 3 clusters Score -2005949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2005951.500000 Penalty: 4777.962891
	Iteration 44Q: 3 clusters Score -2005952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2005951.500000 Penalty: 4777.962891
	Iteration 45F: 3 clusters Score -2005952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (50957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Entering Unmasked Estep 
Score: -7092745.000000 Penalty: 2688.006836
	Iteration 0F: 2 clusters Score -7092745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -7058399.500000 Penalty: 5376.013672
	Iteration 0F: 3 clusters Score -7058400 nChanged 23689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -7071245.500000 Penalty: 5376.013672
	Iteration 1F: 3 clusters Score -7071246 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -7071890.000000 Penalty: 5376.013672
	Iteration 2Q: 3 clusters Score -7071890 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -7072651.500000 Penalty: 5376.013672
	Iteration 3Q: 3 clusters Score -7072652 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -7073546.000000 Penalty: 5376.013672
	Iteration 4Q: 3 clusters Score -7073546 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -7074726.000000 Penalty: 5376.013672
	Iteration 5F: 3 clusters Score -7074726 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -7076301.500000 Penalty: 5376.013672
	Iteration 6F: 3 clusters Score -7076302 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -7078484.500000 Penalty: 5376.013672
	Iteration 7F: 3 clusters Score -7078484 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -7081310.000000 Penalty: 5376.013672
	Iteration 8F: 3 clusters Score -7081310 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -7084219.000000 Penalty: 5376.013672
	Iteration 9F: 3 clusters Score -7084219 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -7086558.000000 Penalty: 5376.013672
	Iteration 10F: 3 clusters Score -7086558 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -7088191.000000 Penalty: 5376.013672
	Iteration 11Q: 3 clusters Score -7088191 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -7089289.500000 Penalty: 5376.013672
	Iteration 12Q: 3 clusters Score -7089290 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -7089963.500000 Penalty: 5376.013672
	Iteration 13Q: 3 clusters Score -7089964 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -7090400.500000 Penalty: 5376.013672
	Iteration 14Q: 3 clusters Score -7090400 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48110 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -7090671.500000 Penalty: 5376.013672
	Iteration 15Q: 3 clusters Score -7090672 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -7090815.500000 Penalty: 5376.013672
	Iteration 16Q: 3 clusters Score -7090816 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -7090937.500000 Penalty: 5376.013672
	Iteration 17Q: 3 clusters Score -7090938 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -7091021.000000 Penalty: 5376.013672
	Iteration 18Q: 3 clusters Score -7091021 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7091096.000000 Penalty: 5376.013672
	Iteration 19Q: 3 clusters Score -7091096 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7091157.000000 Penalty: 5376.013672
	Iteration 20F: 3 clusters Score -7091157 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7091210.000000 Penalty: 5376.013672
	Iteration 21Q: 3 clusters Score -7091210 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7091245.500000 Penalty: 5376.013672
	Iteration 22Q: 3 clusters Score -7091246 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49542 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -7091284.500000 Penalty: 5376.013672
	Iteration 23Q: 3 clusters Score -7091284 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7091315.500000 Penalty: 5376.013672
	Iteration 24Q: 3 clusters Score -7091316 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7091355.000000 Penalty: 5376.013672
	Iteration 25Q: 3 clusters Score -7091355 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7091381.000000 Penalty: 5376.013672
	Iteration 26Q: 3 clusters Score -7091381 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7091418.500000 Penalty: 5376.013672
	Iteration 27Q: 3 clusters Score -7091418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7091442.500000 Penalty: 5376.013672
	Iteration 28Q: 3 clusters Score -7091442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49883 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7091460.500000 Penalty: 5376.013672
	Iteration 29Q: 3 clusters Score -7091460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7091478.000000 Penalty: 5376.013672
	Iteration 30Q: 3 clusters Score -7091478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7091485.000000 Penalty: 5376.013672
	Iteration 31Q: 3 clusters Score -7091485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7091491.500000 Penalty: 5376.013672
	Iteration 32Q: 3 clusters Score -7091492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7091490.000000 Penalty: 5376.013672
	Iteration 33Q: 3 clusters Score -7091490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7091491.000000 Penalty: 5376.013672
	Iteration 34Q: 3 clusters Score -7091491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7091484.500000 Penalty: 5376.013672
	Iteration 35Q: 3 clusters Score -7091484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7091494.000000 Penalty: 5376.013672
	Iteration 36Q: 3 clusters Score -7091494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7091490.500000 Penalty: 5376.013672
	Iteration 37Q: 3 clusters Score -7091490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7091502.000000 Penalty: 5376.013672
	Iteration 38Q: 3 clusters Score -7091502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7091506.000000 Penalty: 5376.013672
	Iteration 39Q: 3 clusters Score -7091506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7091523.500000 Penalty: 5376.013672
	Iteration 40F: 3 clusters Score -7091524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7091528.000000 Penalty: 5376.013672
	Iteration 41Q: 3 clusters Score -7091528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7091524.000000 Penalty: 5376.013672
	Iteration 42Q: 3 clusters Score -7091524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50012 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7091529.500000 Penalty: 5376.013672
	Iteration 43Q: 3 clusters Score -7091530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7091532.500000 Penalty: 5376.013672
	Iteration 44Q: 3 clusters Score -7091532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -7091533.000000 Penalty: 5376.013672
	Iteration 45Q: 3 clusters Score -7091533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7091525.500000 Penalty: 5376.013672
	Iteration 46Q: 3 clusters Score -7091526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7091523.000000 Penalty: 5376.013672
	Iteration 47Q: 3 clusters Score -7091523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7091526.000000 Penalty: 5376.013672
	Iteration 48Q: 3 clusters Score -7091526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7091530.500000 Penalty: 5376.013672
	Iteration 49Q: 3 clusters Score -7091530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7091528.000000 Penalty: 5376.013672
	Iteration 50Q: 3 clusters Score -7091528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -7091533.500000 Penalty: 5376.013672
	Iteration 51Q: 3 clusters Score -7091534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -7091535.500000 Penalty: 5376.013672
	Iteration 52Q: 3 clusters Score -7091536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7091536.000000 Penalty: 5376.013672
	Iteration 53Q: 3 clusters Score -7091536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7091540.000000 Penalty: 5376.013672
	Iteration 54Q: 3 clusters Score -7091540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -7091541.500000 Penalty: 5376.013672
	Iteration 55Q: 3 clusters Score -7091542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -7091539.500000 Penalty: 5376.013672
	Iteration 56Q: 3 clusters Score -7091540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50062 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7091545.000000 Penalty: 5376.013672
	Iteration 57Q: 3 clusters Score -7091545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -7091546.500000 Penalty: 5376.013672
	Iteration 58Q: 3 clusters Score -7091546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -7091542.500000 Penalty: 5376.013672
	Iteration 59Q: 3 clusters Score -7091542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -7091543.500000 Penalty: 5376.013672
	Iteration 60F: 3 clusters Score -7091544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -7091549.000000 Penalty: 5376.013672
	Iteration 61Q: 3 clusters Score -7091549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -7091549.000000 Penalty: 5376.013672
	Iteration 62F: 3 clusters Score -7091549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (152186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152186 members 
Entering Unmasked Estep 
Score: -20946950.000000 Penalty: 2959.348877
	Iteration 0F: 2 clusters Score -2.094695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76160 members 
Mstep: Class 2 contains 76026 members 
Entering Unmasked Estep 
Score: -20845492.000000 Penalty: 5918.697754
	Iteration 0F: 3 clusters Score -2.084549e+07 nChanged 72882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76156 members 
Mstep: Class 2 contains 76030 members 
Entering Unmasked Estep 
Score: -20887548.000000 Penalty: 5918.697754
	Iteration 1F: 3 clusters Score -2.088755e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76199 members 
Mstep: Class 2 contains 75987 members 
Entering Unmasked Estep 
Score: -20888470.000000 Penalty: 5918.697754
	Iteration 2Q: 3 clusters Score -2.088847e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76216 members 
Mstep: Class 2 contains 75970 members 
Entering Unmasked Estep 
Score: -20889738.000000 Penalty: 5918.697754
	Iteration 3Q: 3 clusters Score -2.088974e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76116 members 
Mstep: Class 2 contains 76070 members 
Entering Unmasked Estep 
Score: -20891566.000000 Penalty: 5918.697754
	Iteration 4Q: 3 clusters Score -2.089157e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75824 members 
Mstep: Class 2 contains 76362 members 
Entering Unmasked Estep 
Score: -20894148.000000 Penalty: 5918.697754
	Iteration 5Q: 3 clusters Score -2.089415e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75171 members 
Mstep: Class 2 contains 77015 members 
Entering Unmasked Estep 
Score: -20897972.000000 Penalty: 5918.697754
	Iteration 6Q: 3 clusters Score -2.089797e+07 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73832 members 
Mstep: Class 2 contains 78354 members 
Entering Unmasked Estep 
Score: -20903448.000000 Penalty: 5918.697754
	Iteration 7F: 3 clusters Score -2.090345e+07 nChanged 10009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71787 members 
Mstep: Class 2 contains 80399 members 
Entering Unmasked Estep 
Score: -20911046.000000 Penalty: 5918.697754
	Iteration 8F: 3 clusters Score -2.091105e+07 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69345 members 
Mstep: Class 2 contains 82841 members 
Entering Unmasked Estep 
Score: -20918664.000000 Penalty: 5918.697754
	Iteration 9F: 3 clusters Score -2.091866e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67030 members 
Mstep: Class 2 contains 85156 members 
Entering Unmasked Estep 
Score: -20923942.000000 Penalty: 5918.697754
	Iteration 10F: 3 clusters Score -2.092394e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 87035 members 
Entering Unmasked Estep 
Score: -20926000.000000 Penalty: 5918.697754
	Iteration 11Q: 3 clusters Score -2.0926e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63534 members 
Mstep: Class 2 contains 88652 members 
Entering Unmasked Estep 
Score: -20926862.000000 Penalty: 5918.697754
	Iteration 12Q: 3 clusters Score -2.092686e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 90294 members 
Entering Unmasked Estep 
Score: -20927496.000000 Penalty: 5918.697754
	Iteration 13Q: 3 clusters Score -2.09275e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60249 members 
Mstep: Class 2 contains 91937 members 
Entering Unmasked Estep 
Score: -20927878.000000 Penalty: 5918.697754
	Iteration 14Q: 3 clusters Score -2.092788e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 93607 members 
Entering Unmasked Estep 
Score: -20928324.000000 Penalty: 5918.697754
	Iteration 15Q: 3 clusters Score -2.092832e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 95398 members 
Entering Unmasked Estep 
Score: -20928976.000000 Penalty: 5918.697754
	Iteration 16Q: 3 clusters Score -2.092898e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54998 members 
Mstep: Class 2 contains 97188 members 
Entering Unmasked Estep 
Score: -20929570.000000 Penalty: 5918.697754
	Iteration 17Q: 3 clusters Score -2.092957e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 98917 members 
Entering Unmasked Estep 
Score: -20930226.000000 Penalty: 5918.697754
	Iteration 18Q: 3 clusters Score -2.093023e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 100747 members 
Entering Unmasked Estep 
Score: -20930726.000000 Penalty: 5918.697754
	Iteration 19Q: 3 clusters Score -2.093073e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 102602 members 
Entering Unmasked Estep 
Score: -20931200.000000 Penalty: 5918.697754
	Iteration 20F: 3 clusters Score -2.09312e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 104487 members 
Entering Unmasked Estep 
Score: -20931878.000000 Penalty: 5918.697754
	Iteration 21Q: 3 clusters Score -2.093188e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 106439 members 
Entering Unmasked Estep 
Score: -20932304.000000 Penalty: 5918.697754
	Iteration 22Q: 3 clusters Score -2.09323e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 108447 members 
Entering Unmasked Estep 
Score: -20932882.000000 Penalty: 5918.697754
	Iteration 23Q: 3 clusters Score -2.093288e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 110522 members 
Entering Unmasked Estep 
Score: -20933576.000000 Penalty: 5918.697754
	Iteration 24Q: 3 clusters Score -2.093358e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 112622 members 
Entering Unmasked Estep 
Score: -20934174.000000 Penalty: 5918.697754
	Iteration 25Q: 3 clusters Score -2.093417e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 114839 members 
Entering Unmasked Estep 
Score: -20934928.000000 Penalty: 5918.697754
	Iteration 26Q: 3 clusters Score -2.093493e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 117059 members 
Entering Unmasked Estep 
Score: -20935402.000000 Penalty: 5918.697754
	Iteration 27Q: 3 clusters Score -2.09354e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 119312 members 
Entering Unmasked Estep 
Score: -20936192.000000 Penalty: 5918.697754
	Iteration 28Q: 3 clusters Score -2.093619e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 121509 members 
Entering Unmasked Estep 
Score: -20936770.000000 Penalty: 5918.697754
	Iteration 29Q: 3 clusters Score -2.093677e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 123629 members 
Entering Unmasked Estep 
Score: -20937448.000000 Penalty: 5918.697754
	Iteration 30Q: 3 clusters Score -2.093745e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 125724 members 
Entering Unmasked Estep 
Score: -20938070.000000 Penalty: 5918.697754
	Iteration 31Q: 3 clusters Score -2.093807e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 127722 members 
Entering Unmasked Estep 
Score: -20938786.000000 Penalty: 5918.697754
	Iteration 32Q: 3 clusters Score -2.093879e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 129635 members 
Entering Unmasked Estep 
Score: -20939486.000000 Penalty: 5918.697754
	Iteration 33Q: 3 clusters Score -2.093949e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 131479 members 
Entering Unmasked Estep 
Score: -20940076.000000 Penalty: 5918.697754
	Iteration 34Q: 3 clusters Score -2.094008e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 133185 members 
Entering Unmasked Estep 
Score: -20940690.000000 Penalty: 5918.697754
	Iteration 35Q: 3 clusters Score -2.094069e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 134807 members 
Entering Unmasked Estep 
Score: -20941182.000000 Penalty: 5918.697754
	Iteration 36Q: 3 clusters Score -2.094118e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 136286 members 
Entering Unmasked Estep 
Score: -20941568.000000 Penalty: 5918.697754
	Iteration 37Q: 3 clusters Score -2.094157e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 137678 members 
Entering Unmasked Estep 
Score: -20942018.000000 Penalty: 5918.697754
	Iteration 38Q: 3 clusters Score -2.094202e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 138941 members 
Entering Unmasked Estep 
Score: -20942436.000000 Penalty: 5918.697754
	Iteration 39Q: 3 clusters Score -2.094244e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 140093 members 
Entering Unmasked Estep 
Score: -20942728.000000 Penalty: 5918.697754
	Iteration 40F: 3 clusters Score -2.094273e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 141201 members 
Entering Unmasked Estep 
Score: -20943058.000000 Penalty: 5918.697754
	Iteration 41Q: 3 clusters Score -2.094306e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 142184 members 
Entering Unmasked Estep 
Score: -20943336.000000 Penalty: 5918.697754
	Iteration 42Q: 3 clusters Score -2.094334e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 143095 members 
Entering Unmasked Estep 
Score: -20943714.000000 Penalty: 5918.697754
	Iteration 43Q: 3 clusters Score -2.094371e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 143949 members 
Entering Unmasked Estep 
Score: -20943966.000000 Penalty: 5918.697754
	Iteration 44Q: 3 clusters Score -2.094397e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 144715 members 
Entering Unmasked Estep 
Score: -20944228.000000 Penalty: 5918.697754
	Iteration 45Q: 3 clusters Score -2.094423e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 145386 members 
Entering Unmasked Estep 
Score: -20944434.000000 Penalty: 5918.697754
	Iteration 46Q: 3 clusters Score -2.094443e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 145967 members 
Entering Unmasked Estep 
Score: -20944582.000000 Penalty: 5918.697754
	Iteration 47Q: 3 clusters Score -2.094458e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 146428 members 
Entering Unmasked Estep 
Score: -20944660.000000 Penalty: 5918.697754
	Iteration 48Q: 3 clusters Score -2.094466e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 146833 members 
Entering Unmasked Estep 
Score: -20944710.000000 Penalty: 5918.697754
	Iteration 49Q: 3 clusters Score -2.094471e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 147203 members 
Entering Unmasked Estep 
Score: -20944772.000000 Penalty: 5918.697754
	Iteration 50Q: 3 clusters Score -2.094477e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 147526 members 
Entering Unmasked Estep 
Score: -20944882.000000 Penalty: 5918.697754
	Iteration 51Q: 3 clusters Score -2.094488e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 147833 members 
Entering Unmasked Estep 
Score: -20944978.000000 Penalty: 5918.697754
	Iteration 52Q: 3 clusters Score -2.094498e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 148082 members 
Entering Unmasked Estep 
Score: -20945036.000000 Penalty: 5918.697754
	Iteration 53Q: 3 clusters Score -2.094504e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 148286 members 
Entering Unmasked Estep 
Score: -20945070.000000 Penalty: 5918.697754
	Iteration 54Q: 3 clusters Score -2.094507e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 148467 members 
Entering Unmasked Estep 
Score: -20945060.000000 Penalty: 5918.697754
	Iteration 55Q: 3 clusters Score -2.094506e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 148633 members 
Entering Unmasked Estep 
Score: -20945060.000000 Penalty: 5918.697754
	Iteration 56Q: 3 clusters Score -2.094506e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 148775 members 
Entering Unmasked Estep 
Score: -20945114.000000 Penalty: 5918.697754
	Iteration 57Q: 3 clusters Score -2.094511e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 148894 members 
Entering Unmasked Estep 
Score: -20945156.000000 Penalty: 5918.697754
	Iteration 58Q: 3 clusters Score -2.094516e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 148975 members 
Entering Unmasked Estep 
Score: -20945168.000000 Penalty: 5918.697754
	Iteration 59Q: 3 clusters Score -2.094517e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 149063 members 
Entering Unmasked Estep 
Score: -20945182.000000 Penalty: 5918.697754
	Iteration 60F: 3 clusters Score -2.094518e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 149149 members 
Entering Unmasked Estep 
Score: -20945178.000000 Penalty: 5918.697754
	Iteration 61Q: 3 clusters Score -2.094518e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 149225 members 
Entering Unmasked Estep 
Score: -20945190.000000 Penalty: 5918.697754
	Iteration 62Q: 3 clusters Score -2.094519e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 149288 members 
Entering Unmasked Estep 
Score: -20945220.000000 Penalty: 5918.697754
	Iteration 63Q: 3 clusters Score -2.094522e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 149335 members 
Entering Unmasked Estep 
Score: -20945214.000000 Penalty: 5918.697754
	Iteration 64Q: 3 clusters Score -2.094521e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 149373 members 
Entering Unmasked Estep 
Score: -20945250.000000 Penalty: 5918.697754
	Iteration 65Q: 3 clusters Score -2.094525e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 149416 members 
Entering Unmasked Estep 
Score: -20945244.000000 Penalty: 5918.697754
	Iteration 66Q: 3 clusters Score -2.094524e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 149445 members 
Entering Unmasked Estep 
Score: -20945248.000000 Penalty: 5918.697754
	Iteration 67Q: 3 clusters Score -2.094525e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 149474 members 
Entering Unmasked Estep 
Score: -20945264.000000 Penalty: 5918.697754
	Iteration 68Q: 3 clusters Score -2.094526e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 149502 members 
Entering Unmasked Estep 
Score: -20945274.000000 Penalty: 5918.697754
	Iteration 69Q: 3 clusters Score -2.094527e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 149528 members 
Entering Unmasked Estep 
Score: -20945262.000000 Penalty: 5918.697754
	Iteration 70Q: 3 clusters Score -2.094526e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 149554 members 
Entering Unmasked Estep 
Score: -20945274.000000 Penalty: 5918.697754
	Iteration 71Q: 3 clusters Score -2.094527e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 149578 members 
Entering Unmasked Estep 
Score: -20945284.000000 Penalty: 5918.697754
	Iteration 72Q: 3 clusters Score -2.094528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 149599 members 
Entering Unmasked Estep 
Score: -20945276.000000 Penalty: 5918.697754
	Iteration 73Q: 3 clusters Score -2.094528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 149617 members 
Entering Unmasked Estep 
Score: -20945276.000000 Penalty: 5918.697754
	Iteration 74Q: 3 clusters Score -2.094528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 149636 members 
Entering Unmasked Estep 
Score: -20945294.000000 Penalty: 5918.697754
	Iteration 75Q: 3 clusters Score -2.094529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 149644 members 
Entering Unmasked Estep 
Score: -20945292.000000 Penalty: 5918.697754
	Iteration 76Q: 3 clusters Score -2.094529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 149655 members 
Entering Unmasked Estep 
Score: -20945286.000000 Penalty: 5918.697754
	Iteration 77Q: 3 clusters Score -2.094529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 149666 members 
Entering Unmasked Estep 
Score: -20945290.000000 Penalty: 5918.697754
	Iteration 78Q: 3 clusters Score -2.094529e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 149682 members 
Entering Unmasked Estep 
Score: -20945282.000000 Penalty: 5918.697754
	Iteration 79Q: 3 clusters Score -2.094528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 149688 members 
Entering Unmasked Estep 
Score: -20945274.000000 Penalty: 5918.697754
	Iteration 80F: 3 clusters Score -2.094527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 149695 members 
Entering Unmasked Estep 
Score: -20945294.000000 Penalty: 5918.697754
	Iteration 81Q: 3 clusters Score -2.094529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 149701 members 
Entering Unmasked Estep 
Score: -20945302.000000 Penalty: 5918.697754
	Iteration 82Q: 3 clusters Score -2.09453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 149705 members 
Entering Unmasked Estep 
Score: -20945286.000000 Penalty: 5918.697754
	Iteration 83Q: 3 clusters Score -2.094529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 149710 members 
Entering Unmasked Estep 
Score: -20945284.000000 Penalty: 5918.697754
	Iteration 84Q: 3 clusters Score -2.094528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 149712 members 
Entering Unmasked Estep 
Score: -20945296.000000 Penalty: 5918.697754
	Iteration 85Q: 3 clusters Score -2.09453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 149715 members 
Entering Unmasked Estep 
Score: -20945300.000000 Penalty: 5918.697754
	Iteration 86Q: 3 clusters Score -2.09453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 149716 members 
Entering Unmasked Estep 
Score: -20945300.000000 Penalty: 5918.697754
	Iteration 87Q: 3 clusters Score -2.09453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 149719 members 
Entering Unmasked Estep 
Score: -20945304.000000 Penalty: 5918.697754
	Iteration 88Q: 3 clusters Score -2.09453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 149720 members 
Entering Unmasked Estep 
Score: -20945294.000000 Penalty: 5918.697754
	Iteration 89Q: 3 clusters Score -2.094529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 149721 members 
Entering Unmasked Estep 
Score: -20945290.000000 Penalty: 5918.697754
	Iteration 90Q: 3 clusters Score -2.094529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 149723 members 
Entering Unmasked Estep 
Score: -20945296.000000 Penalty: 5918.697754
	Iteration 91Q: 3 clusters Score -2.09453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 149724 members 
Entering Unmasked Estep 
Score: -20945284.000000 Penalty: 5918.697754
	Iteration 92Q: 3 clusters Score -2.094528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 149725 members 
Entering Unmasked Estep 
Score: -20945290.000000 Penalty: 5918.697754
	Iteration 93Q: 3 clusters Score -2.094529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 149727 members 
Entering Unmasked Estep 
Score: -20945288.000000 Penalty: 5918.697754
	Iteration 94Q: 3 clusters Score -2.094529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 149729 members 
Entering Unmasked Estep 
Score: -20945292.000000 Penalty: 5918.697754
	Iteration 95Q: 3 clusters Score -2.094529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 149730 members 
Entering Unmasked Estep 
Score: -20945306.000000 Penalty: 5918.697754
	Iteration 96Q: 3 clusters Score -2.094531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 149733 members 
Entering Unmasked Estep 
Score: -20945302.000000 Penalty: 5918.697754
	Iteration 97Q: 3 clusters Score -2.09453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 149736 members 
Entering Unmasked Estep 
Score: -20945298.000000 Penalty: 5918.697754
	Iteration 98Q: 3 clusters Score -2.09453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 149740 members 
Entering Unmasked Estep 
Score: -20945296.000000 Penalty: 5918.697754
	Iteration 99Q: 3 clusters Score -2.09453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 149743 members 
Entering Unmasked Estep 
Score: -20945300.000000 Penalty: 5918.697754
	Iteration 100F: 3 clusters Score -2.09453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 149745 members 
Entering Unmasked Estep 
Score: -20945302.000000 Penalty: 5918.697754
	Iteration 101Q: 3 clusters Score -2.09453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 149745 members 
Entering Unmasked Estep 
Score: -20945302.000000 Penalty: 5918.697754
	Iteration 102F: 3 clusters Score -2.09453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Entering Unmasked Estep 
Score: -3312281.750000 Penalty: 2510.738770
	Iteration 0F: 2 clusters Score -3312282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -3295051.750000 Penalty: 5021.477539
	Iteration 0F: 3 clusters Score -3295052 nChanged 11114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -3300975.500000 Penalty: 5021.477539
	Iteration 1F: 3 clusters Score -3300976 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -3301379.000000 Penalty: 5021.477539
	Iteration 2Q: 3 clusters Score -3301379 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -3301739.250000 Penalty: 5021.477539
	Iteration 3Q: 3 clusters Score -3301739 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -3302095.250000 Penalty: 5021.477539
	Iteration 4Q: 3 clusters Score -3302095 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -3302547.000000 Penalty: 5021.477539
	Iteration 5Q: 3 clusters Score -3302547 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -3303134.000000 Penalty: 5021.477539
	Iteration 6Q: 3 clusters Score -3303134 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -3303859.000000 Penalty: 5021.477539
	Iteration 7F: 3 clusters Score -3303859 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -3304804.250000 Penalty: 5021.477539
	Iteration 8F: 3 clusters Score -3304804 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -3305986.250000 Penalty: 5021.477539
	Iteration 9F: 3 clusters Score -3305986 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3307244.250000 Penalty: 5021.477539
	Iteration 10F: 3 clusters Score -3307244 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3308514.250000 Penalty: 5021.477539
	Iteration 11F: 3 clusters Score -3308514 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3309481.500000 Penalty: 5021.477539
	Iteration 12Q: 3 clusters Score -3309482 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3310122.500000 Penalty: 5021.477539
	Iteration 13Q: 3 clusters Score -3310122 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3310427.750000 Penalty: 5021.477539
	Iteration 14Q: 3 clusters Score -3310428 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3310574.000000 Penalty: 5021.477539
	Iteration 15Q: 3 clusters Score -3310574 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3310651.000000 Penalty: 5021.477539
	Iteration 16Q: 3 clusters Score -3310651 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3310679.250000 Penalty: 5021.477539
	Iteration 17Q: 3 clusters Score -3310679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3310708.500000 Penalty: 5021.477539
	Iteration 18Q: 3 clusters Score -3310708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3310734.500000 Penalty: 5021.477539
	Iteration 19Q: 3 clusters Score -3310734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3310745.000000 Penalty: 5021.477539
	Iteration 20F: 3 clusters Score -3310745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3310746.750000 Penalty: 5021.477539
	Iteration 21Q: 3 clusters Score -3310747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3310749.750000 Penalty: 5021.477539
	Iteration 22Q: 3 clusters Score -3310750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3310748.750000 Penalty: 5021.477539
	Iteration 23Q: 3 clusters Score -3310749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3310753.500000 Penalty: 5021.477539
	Iteration 24Q: 3 clusters Score -3310754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3310753.500000 Penalty: 5021.477539
	Iteration 25Q: 3 clusters Score -3310754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3310757.250000 Penalty: 5021.477539
	Iteration 26Q: 3 clusters Score -3310757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3310753.250000 Penalty: 5021.477539
	Iteration 27Q: 3 clusters Score -3310753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3310753.250000 Penalty: 5021.477539
	Iteration 28F: 3 clusters Score -3310753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (169805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169805 members 
Entering Unmasked Estep 
Score: -23330198.000000 Penalty: 2986.516602
	Iteration 0F: 2 clusters Score -2.33302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85015 members 
Mstep: Class 2 contains 84790 members 
Entering Unmasked Estep 
Score: -23218632.000000 Penalty: 5973.033203
	Iteration 0F: 3 clusters Score -2.321863e+07 nChanged 81362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87595 members 
Mstep: Class 2 contains 82210 members 
Entering Unmasked Estep 
Score: -23267016.000000 Penalty: 5973.033203
	Iteration 1F: 3 clusters Score -2.326702e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89230 members 
Mstep: Class 2 contains 80575 members 
Entering Unmasked Estep 
Score: -23268604.000000 Penalty: 5973.033203
	Iteration 2Q: 3 clusters Score -2.32686e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91738 members 
Mstep: Class 2 contains 78067 members 
Entering Unmasked Estep 
Score: -23270892.000000 Penalty: 5973.033203
	Iteration 3Q: 3 clusters Score -2.327089e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95454 members 
Mstep: Class 2 contains 74351 members 
Entering Unmasked Estep 
Score: -23273978.000000 Penalty: 5973.033203
	Iteration 4Q: 3 clusters Score -2.327398e+07 nChanged 9002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100734 members 
Mstep: Class 2 contains 69071 members 
Entering Unmasked Estep 
Score: -23278726.000000 Penalty: 5973.033203
	Iteration 5F: 3 clusters Score -2.327873e+07 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107494 members 
Mstep: Class 2 contains 62311 members 
Entering Unmasked Estep 
Score: -23285858.000000 Penalty: 5973.033203
	Iteration 6F: 3 clusters Score -2.328586e+07 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114708 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -23294606.000000 Penalty: 5973.033203
	Iteration 7F: 3 clusters Score -2.329461e+07 nChanged 10226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121170 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -23302648.000000 Penalty: 5973.033203
	Iteration 8F: 3 clusters Score -2.330265e+07 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125923 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -23308034.000000 Penalty: 5973.033203
	Iteration 9Q: 3 clusters Score -2.330803e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129577 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -23310878.000000 Penalty: 5973.033203
	Iteration 10Q: 3 clusters Score -2.331088e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132858 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -23312500.000000 Penalty: 5973.033203
	Iteration 11Q: 3 clusters Score -2.33125e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136000 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -23313944.000000 Penalty: 5973.033203
	Iteration 12Q: 3 clusters Score -2.331394e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139222 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -23315692.000000 Penalty: 5973.033203
	Iteration 13Q: 3 clusters Score -2.331569e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142353 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -23317140.000000 Penalty: 5973.033203
	Iteration 14Q: 3 clusters Score -2.331714e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145405 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -23318790.000000 Penalty: 5973.033203
	Iteration 15Q: 3 clusters Score -2.331879e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148415 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -23320340.000000 Penalty: 5973.033203
	Iteration 16Q: 3 clusters Score -2.332034e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151165 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -23321896.000000 Penalty: 5973.033203
	Iteration 17Q: 3 clusters Score -2.33219e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153536 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -23323084.000000 Penalty: 5973.033203
	Iteration 18Q: 3 clusters Score -2.332308e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155685 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -23324224.000000 Penalty: 5973.033203
	Iteration 19Q: 3 clusters Score -2.332422e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157483 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -23324940.000000 Penalty: 5973.033203
	Iteration 20F: 3 clusters Score -2.332494e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158966 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -23325420.000000 Penalty: 5973.033203
	Iteration 21Q: 3 clusters Score -2.332542e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160181 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -23325872.000000 Penalty: 5973.033203
	Iteration 22Q: 3 clusters Score -2.332587e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161143 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -23326220.000000 Penalty: 5973.033203
	Iteration 23Q: 3 clusters Score -2.332622e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161993 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -23326486.000000 Penalty: 5973.033203
	Iteration 24Q: 3 clusters Score -2.332649e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162706 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -23326754.000000 Penalty: 5973.033203
	Iteration 25Q: 3 clusters Score -2.332675e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163314 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -23326914.000000 Penalty: 5973.033203
	Iteration 26Q: 3 clusters Score -2.332691e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163845 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -23327094.000000 Penalty: 5973.033203
	Iteration 27Q: 3 clusters Score -2.332709e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164307 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -23327216.000000 Penalty: 5973.033203
	Iteration 28Q: 3 clusters Score -2.332722e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164739 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -23327374.000000 Penalty: 5973.033203
	Iteration 29Q: 3 clusters Score -2.332737e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165120 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -23327408.000000 Penalty: 5973.033203
	Iteration 30Q: 3 clusters Score -2.332741e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165413 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -23327442.000000 Penalty: 5973.033203
	Iteration 31Q: 3 clusters Score -2.332744e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165669 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -23327476.000000 Penalty: 5973.033203
	Iteration 32Q: 3 clusters Score -2.332748e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165887 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -23327470.000000 Penalty: 5973.033203
	Iteration 33Q: 3 clusters Score -2.332747e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166083 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -23327578.000000 Penalty: 5973.033203
	Iteration 34Q: 3 clusters Score -2.332758e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166252 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -23327624.000000 Penalty: 5973.033203
	Iteration 35Q: 3 clusters Score -2.332762e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166380 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -23327652.000000 Penalty: 5973.033203
	Iteration 36Q: 3 clusters Score -2.332765e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166506 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -23327694.000000 Penalty: 5973.033203
	Iteration 37Q: 3 clusters Score -2.332769e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166625 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -23327702.000000 Penalty: 5973.033203
	Iteration 38Q: 3 clusters Score -2.33277e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166724 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -23327778.000000 Penalty: 5973.033203
	Iteration 39Q: 3 clusters Score -2.332778e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166794 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -23327794.000000 Penalty: 5973.033203
	Iteration 40F: 3 clusters Score -2.332779e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166855 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -23327826.000000 Penalty: 5973.033203
	Iteration 41Q: 3 clusters Score -2.332783e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166918 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -23327820.000000 Penalty: 5973.033203
	Iteration 42Q: 3 clusters Score -2.332782e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166982 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -23327856.000000 Penalty: 5973.033203
	Iteration 43Q: 3 clusters Score -2.332786e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167054 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -23327872.000000 Penalty: 5973.033203
	Iteration 44Q: 3 clusters Score -2.332787e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167126 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -23327872.000000 Penalty: 5973.033203
	Iteration 45Q: 3 clusters Score -2.332787e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167179 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -23327888.000000 Penalty: 5973.033203
	Iteration 46Q: 3 clusters Score -2.332789e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167223 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -23327898.000000 Penalty: 5973.033203
	Iteration 47Q: 3 clusters Score -2.33279e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167261 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -23327906.000000 Penalty: 5973.033203
	Iteration 48Q: 3 clusters Score -2.332791e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167286 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -23327932.000000 Penalty: 5973.033203
	Iteration 49Q: 3 clusters Score -2.332793e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167304 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -23327918.000000 Penalty: 5973.033203
	Iteration 50Q: 3 clusters Score -2.332792e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167322 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -23327928.000000 Penalty: 5973.033203
	Iteration 51Q: 3 clusters Score -2.332793e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167345 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -23327888.000000 Penalty: 5973.033203
	Iteration 52Q: 3 clusters Score -2.332789e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167368 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -23327898.000000 Penalty: 5973.033203
	Iteration 53Q: 3 clusters Score -2.33279e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167396 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -23327916.000000 Penalty: 5973.033203
	Iteration 54Q: 3 clusters Score -2.332792e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167428 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -23327904.000000 Penalty: 5973.033203
	Iteration 55Q: 3 clusters Score -2.33279e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167449 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -23327872.000000 Penalty: 5973.033203
	Iteration 56Q: 3 clusters Score -2.332787e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167467 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -23327876.000000 Penalty: 5973.033203
	Iteration 57Q: 3 clusters Score -2.332788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167477 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -23327860.000000 Penalty: 5973.033203
	Iteration 58Q: 3 clusters Score -2.332786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167487 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -23327862.000000 Penalty: 5973.033203
	Iteration 59Q: 3 clusters Score -2.332786e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167496 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -23327874.000000 Penalty: 5973.033203
	Iteration 60F: 3 clusters Score -2.332787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167505 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -23327868.000000 Penalty: 5973.033203
	Iteration 61Q: 3 clusters Score -2.332787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167510 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -23327848.000000 Penalty: 5973.033203
	Iteration 62Q: 3 clusters Score -2.332785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167513 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -23327846.000000 Penalty: 5973.033203
	Iteration 63Q: 3 clusters Score -2.332785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167516 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -23327852.000000 Penalty: 5973.033203
	Iteration 64Q: 3 clusters Score -2.332785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167517 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -23327842.000000 Penalty: 5973.033203
	Iteration 65Q: 3 clusters Score -2.332784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167518 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -23327846.000000 Penalty: 5973.033203
	Iteration 66Q: 3 clusters Score -2.332785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167518 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -23327846.000000 Penalty: 5973.033203
	Iteration 67F: 3 clusters Score -2.332785e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (61579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61579 members 
Entering Unmasked Estep 
Score: -8509715.000000 Penalty: 2734.962891
	Iteration 0F: 2 clusters Score -8509715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -8468492.000000 Penalty: 5469.925781
	Iteration 0F: 3 clusters Score -8468492 nChanged 28609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -8484368.000000 Penalty: 5469.925781
	Iteration 1F: 3 clusters Score -8484368 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -8485099.000000 Penalty: 5469.925781
	Iteration 2Q: 3 clusters Score -8485099 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -8485985.000000 Penalty: 5469.925781
	Iteration 3Q: 3 clusters Score -8485985 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -8487052.000000 Penalty: 5469.925781
	Iteration 4Q: 3 clusters Score -8487052 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -8488586.000000 Penalty: 5469.925781
	Iteration 5Q: 3 clusters Score -8488586 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -8490780.000000 Penalty: 5469.925781
	Iteration 6F: 3 clusters Score -8490780 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -8493724.000000 Penalty: 5469.925781
	Iteration 7F: 3 clusters Score -8493724 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -8496718.000000 Penalty: 5469.925781
	Iteration 8F: 3 clusters Score -8496718 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -8498695.000000 Penalty: 5469.925781
	Iteration 9F: 3 clusters Score -8498695 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -8499729.000000 Penalty: 5469.925781
	Iteration 10Q: 3 clusters Score -8499729 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -8500320.000000 Penalty: 5469.925781
	Iteration 11Q: 3 clusters Score -8500320 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -8500771.000000 Penalty: 5469.925781
	Iteration 12Q: 3 clusters Score -8500771 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -8501296.000000 Penalty: 5469.925781
	Iteration 13Q: 3 clusters Score -8501296 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -8501914.000000 Penalty: 5469.925781
	Iteration 14Q: 3 clusters Score -8501914 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -8502418.000000 Penalty: 5469.925781
	Iteration 15Q: 3 clusters Score -8502418 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -8502994.000000 Penalty: 5469.925781
	Iteration 16Q: 3 clusters Score -8502994 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -8503474.000000 Penalty: 5469.925781
	Iteration 17Q: 3 clusters Score -8503474 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -8503919.000000 Penalty: 5469.925781
	Iteration 18Q: 3 clusters Score -8503919 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 49726 members 
Entering Unmasked Estep 
Score: -8504312.000000 Penalty: 5469.925781
	Iteration 19Q: 3 clusters Score -8504312 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -8504668.000000 Penalty: 5469.925781
	Iteration 20F: 3 clusters Score -8504668 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -8504920.000000 Penalty: 5469.925781
	Iteration 21Q: 3 clusters Score -8504920 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -8505110.000000 Penalty: 5469.925781
	Iteration 22Q: 3 clusters Score -8505110 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -8505313.000000 Penalty: 5469.925781
	Iteration 23Q: 3 clusters Score -8505313 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -8505483.000000 Penalty: 5469.925781
	Iteration 24Q: 3 clusters Score -8505483 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 53213 members 
Entering Unmasked Estep 
Score: -8505622.000000 Penalty: 5469.925781
	Iteration 25Q: 3 clusters Score -8505622 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -8505816.000000 Penalty: 5469.925781
	Iteration 26Q: 3 clusters Score -8505816 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -8505924.000000 Penalty: 5469.925781
	Iteration 27Q: 3 clusters Score -8505924 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 54563 members 
Entering Unmasked Estep 
Score: -8506017.000000 Penalty: 5469.925781
	Iteration 28Q: 3 clusters Score -8506017 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 54952 members 
Entering Unmasked Estep 
Score: -8506130.000000 Penalty: 5469.925781
	Iteration 29Q: 3 clusters Score -8506130 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 55306 members 
Entering Unmasked Estep 
Score: -8506249.000000 Penalty: 5469.925781
	Iteration 30Q: 3 clusters Score -8506249 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -8506329.000000 Penalty: 5469.925781
	Iteration 31Q: 3 clusters Score -8506329 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -8506410.000000 Penalty: 5469.925781
	Iteration 32Q: 3 clusters Score -8506410 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 56294 members 
Entering Unmasked Estep 
Score: -8506505.000000 Penalty: 5469.925781
	Iteration 33Q: 3 clusters Score -8506505 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -8506572.000000 Penalty: 5469.925781
	Iteration 34Q: 3 clusters Score -8506572 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 56781 members 
Entering Unmasked Estep 
Score: -8506629.000000 Penalty: 5469.925781
	Iteration 35Q: 3 clusters Score -8506629 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 56992 members 
Entering Unmasked Estep 
Score: -8506687.000000 Penalty: 5469.925781
	Iteration 36Q: 3 clusters Score -8506687 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -8506737.000000 Penalty: 5469.925781
	Iteration 37Q: 3 clusters Score -8506737 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 57350 members 
Entering Unmasked Estep 
Score: -8506776.000000 Penalty: 5469.925781
	Iteration 38Q: 3 clusters Score -8506776 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 57492 members 
Entering Unmasked Estep 
Score: -8506810.000000 Penalty: 5469.925781
	Iteration 39Q: 3 clusters Score -8506810 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
Score: -8506826.000000 Penalty: 5469.925781
	Iteration 40F: 3 clusters Score -8506826 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 57752 members 
Entering Unmasked Estep 
Score: -8506866.000000 Penalty: 5469.925781
	Iteration 41Q: 3 clusters Score -8506866 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 57870 members 
Entering Unmasked Estep 
Score: -8506904.000000 Penalty: 5469.925781
	Iteration 42Q: 3 clusters Score -8506904 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -8506949.000000 Penalty: 5469.925781
	Iteration 43Q: 3 clusters Score -8506949 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 58122 members 
Entering Unmasked Estep 
Score: -8506965.000000 Penalty: 5469.925781
	Iteration 44Q: 3 clusters Score -8506965 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -8506995.000000 Penalty: 5469.925781
	Iteration 45Q: 3 clusters Score -8506995 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 58337 members 
Entering Unmasked Estep 
Score: -8507028.000000 Penalty: 5469.925781
	Iteration 46Q: 3 clusters Score -8507028 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 58437 members 
Entering Unmasked Estep 
Score: -8507049.000000 Penalty: 5469.925781
	Iteration 47Q: 3 clusters Score -8507049 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 58528 members 
Entering Unmasked Estep 
Score: -8507073.000000 Penalty: 5469.925781
	Iteration 48Q: 3 clusters Score -8507073 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
Score: -8507091.000000 Penalty: 5469.925781
	Iteration 49Q: 3 clusters Score -8507091 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -8507104.000000 Penalty: 5469.925781
	Iteration 50Q: 3 clusters Score -8507104 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -8507102.000000 Penalty: 5469.925781
	Iteration 51Q: 3 clusters Score -8507102 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -8507114.000000 Penalty: 5469.925781
	Iteration 52Q: 3 clusters Score -8507114 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 58898 members 
Entering Unmasked Estep 
Score: -8507131.000000 Penalty: 5469.925781
	Iteration 53Q: 3 clusters Score -8507131 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 58955 members 
Entering Unmasked Estep 
Score: -8507155.000000 Penalty: 5469.925781
	Iteration 54Q: 3 clusters Score -8507155 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 59004 members 
Entering Unmasked Estep 
Score: -8507163.000000 Penalty: 5469.925781
	Iteration 55Q: 3 clusters Score -8507163 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 59053 members 
Entering Unmasked Estep 
Score: -8507185.000000 Penalty: 5469.925781
	Iteration 56Q: 3 clusters Score -8507185 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 59096 members 
Entering Unmasked Estep 
Score: -8507197.000000 Penalty: 5469.925781
	Iteration 57Q: 3 clusters Score -8507197 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 59144 members 
Entering Unmasked Estep 
Score: -8507212.000000 Penalty: 5469.925781
	Iteration 58Q: 3 clusters Score -8507212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 59174 members 
Entering Unmasked Estep 
Score: -8507207.000000 Penalty: 5469.925781
	Iteration 59Q: 3 clusters Score -8507207 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 59214 members 
Entering Unmasked Estep 
Score: -8507224.000000 Penalty: 5469.925781
	Iteration 60F: 3 clusters Score -8507224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 59249 members 
Entering Unmasked Estep 
Score: -8507225.000000 Penalty: 5469.925781
	Iteration 61Q: 3 clusters Score -8507225 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 59278 members 
Entering Unmasked Estep 
Score: -8507242.000000 Penalty: 5469.925781
	Iteration 62Q: 3 clusters Score -8507242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 59300 members 
Entering Unmasked Estep 
Score: -8507232.000000 Penalty: 5469.925781
	Iteration 63Q: 3 clusters Score -8507232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 59321 members 
Entering Unmasked Estep 
Score: -8507240.000000 Penalty: 5469.925781
	Iteration 64Q: 3 clusters Score -8507240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 59345 members 
Entering Unmasked Estep 
Score: -8507258.000000 Penalty: 5469.925781
	Iteration 65Q: 3 clusters Score -8507258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -8507266.000000 Penalty: 5469.925781
	Iteration 66Q: 3 clusters Score -8507266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -8507265.000000 Penalty: 5469.925781
	Iteration 67Q: 3 clusters Score -8507265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 59395 members 
Entering Unmasked Estep 
Score: -8507256.000000 Penalty: 5469.925781
	Iteration 68Q: 3 clusters Score -8507256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -8507270.000000 Penalty: 5469.925781
	Iteration 69Q: 3 clusters Score -8507270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 59424 members 
Entering Unmasked Estep 
Score: -8507275.000000 Penalty: 5469.925781
	Iteration 70Q: 3 clusters Score -8507275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 59434 members 
Entering Unmasked Estep 
Score: -8507271.000000 Penalty: 5469.925781
	Iteration 71Q: 3 clusters Score -8507271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -8507284.000000 Penalty: 5469.925781
	Iteration 72Q: 3 clusters Score -8507284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 59449 members 
Entering Unmasked Estep 
Score: -8507272.000000 Penalty: 5469.925781
	Iteration 73Q: 3 clusters Score -8507272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 59451 members 
Entering Unmasked Estep 
Score: -8507272.000000 Penalty: 5469.925781
	Iteration 74Q: 3 clusters Score -8507272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 59454 members 
Entering Unmasked Estep 
Score: -8507274.000000 Penalty: 5469.925781
	Iteration 75Q: 3 clusters Score -8507274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 59458 members 
Entering Unmasked Estep 
Score: -8507283.000000 Penalty: 5469.925781
	Iteration 76Q: 3 clusters Score -8507283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 59465 members 
Entering Unmasked Estep 
Score: -8507282.000000 Penalty: 5469.925781
	Iteration 77Q: 3 clusters Score -8507282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 59469 members 
Entering Unmasked Estep 
Score: -8507279.000000 Penalty: 5469.925781
	Iteration 78Q: 3 clusters Score -8507279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 59472 members 
Entering Unmasked Estep 
Score: -8507273.000000 Penalty: 5469.925781
	Iteration 79Q: 3 clusters Score -8507273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 59478 members 
Entering Unmasked Estep 
Score: -8507270.000000 Penalty: 5469.925781
	Iteration 80F: 3 clusters Score -8507270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -8507274.000000 Penalty: 5469.925781
	Iteration 81Q: 3 clusters Score -8507274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 59490 members 
Entering Unmasked Estep 
Score: -8507270.000000 Penalty: 5469.925781
	Iteration 82Q: 3 clusters Score -8507270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 59498 members 
Entering Unmasked Estep 
Score: -8507283.000000 Penalty: 5469.925781
	Iteration 83Q: 3 clusters Score -8507283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 59506 members 
Entering Unmasked Estep 
Score: -8507275.000000 Penalty: 5469.925781
	Iteration 84Q: 3 clusters Score -8507275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 59517 members 
Entering Unmasked Estep 
Score: -8507274.000000 Penalty: 5469.925781
	Iteration 85Q: 3 clusters Score -8507274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 59534 members 
Entering Unmasked Estep 
Score: -8507285.000000 Penalty: 5469.925781
	Iteration 86Q: 3 clusters Score -8507285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 59545 members 
Entering Unmasked Estep 
Score: -8507282.000000 Penalty: 5469.925781
	Iteration 87Q: 3 clusters Score -8507282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 59557 members 
Entering Unmasked Estep 
Score: -8507276.000000 Penalty: 5469.925781
	Iteration 88Q: 3 clusters Score -8507276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 59569 members 
Entering Unmasked Estep 
Score: -8507280.000000 Penalty: 5469.925781
	Iteration 89Q: 3 clusters Score -8507280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 59585 members 
Entering Unmasked Estep 
Score: -8507292.000000 Penalty: 5469.925781
	Iteration 90Q: 3 clusters Score -8507292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -8507291.000000 Penalty: 5469.925781
	Iteration 91Q: 3 clusters Score -8507291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 59622 members 
Entering Unmasked Estep 
Score: -8507300.000000 Penalty: 5469.925781
	Iteration 92Q: 3 clusters Score -8507300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 59633 members 
Entering Unmasked Estep 
Score: -8507301.000000 Penalty: 5469.925781
	Iteration 93Q: 3 clusters Score -8507301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 59641 members 
Entering Unmasked Estep 
Score: -8507293.000000 Penalty: 5469.925781
	Iteration 94Q: 3 clusters Score -8507293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 59649 members 
Entering Unmasked Estep 
Score: -8507297.000000 Penalty: 5469.925781
	Iteration 95Q: 3 clusters Score -8507297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -8507296.000000 Penalty: 5469.925781
	Iteration 96Q: 3 clusters Score -8507296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 59668 members 
Entering Unmasked Estep 
Score: -8507308.000000 Penalty: 5469.925781
	Iteration 97Q: 3 clusters Score -8507308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 59674 members 
Entering Unmasked Estep 
Score: -8507315.000000 Penalty: 5469.925781
	Iteration 98Q: 3 clusters Score -8507315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 59682 members 
Entering Unmasked Estep 
Score: -8507316.000000 Penalty: 5469.925781
	Iteration 99Q: 3 clusters Score -8507316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 59687 members 
Entering Unmasked Estep 
Score: -8507323.000000 Penalty: 5469.925781
	Iteration 100F: 3 clusters Score -8507323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 59691 members 
Entering Unmasked Estep 
Score: -8507323.000000 Penalty: 5469.925781
	Iteration 101Q: 3 clusters Score -8507323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 59694 members 
Entering Unmasked Estep 
Score: -8507324.000000 Penalty: 5469.925781
	Iteration 102Q: 3 clusters Score -8507324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 59698 members 
Entering Unmasked Estep 
Score: -8507329.000000 Penalty: 5469.925781
	Iteration 103Q: 3 clusters Score -8507329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 59701 members 
Entering Unmasked Estep 
Score: -8507337.000000 Penalty: 5469.925781
	Iteration 104Q: 3 clusters Score -8507337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 59704 members 
Entering Unmasked Estep 
Score: -8507336.000000 Penalty: 5469.925781
	Iteration 105Q: 3 clusters Score -8507336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -8507337.000000 Penalty: 5469.925781
	Iteration 106Q: 3 clusters Score -8507337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 59711 members 
Entering Unmasked Estep 
Score: -8507331.000000 Penalty: 5469.925781
	Iteration 107Q: 3 clusters Score -8507331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 59714 members 
Entering Unmasked Estep 
Score: -8507333.000000 Penalty: 5469.925781
	Iteration 108Q: 3 clusters Score -8507333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 59718 members 
Entering Unmasked Estep 
Score: -8507335.000000 Penalty: 5469.925781
	Iteration 109Q: 3 clusters Score -8507335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 59721 members 
Entering Unmasked Estep 
Score: -8507333.000000 Penalty: 5469.925781
	Iteration 110Q: 3 clusters Score -8507333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
Score: -8507338.000000 Penalty: 5469.925781
	Iteration 111Q: 3 clusters Score -8507338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 59726 members 
Entering Unmasked Estep 
Score: -8507336.000000 Penalty: 5469.925781
	Iteration 112Q: 3 clusters Score -8507336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -8507335.000000 Penalty: 5469.925781
	Iteration 113Q: 3 clusters Score -8507335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -8507339.000000 Penalty: 5469.925781
	Iteration 114Q: 3 clusters Score -8507339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -8507336.000000 Penalty: 5469.925781
	Iteration 115Q: 3 clusters Score -8507336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 59742 members 
Entering Unmasked Estep 
Score: -8507337.000000 Penalty: 5469.925781
	Iteration 116Q: 3 clusters Score -8507337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -8507331.000000 Penalty: 5469.925781
	Iteration 117Q: 3 clusters Score -8507331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 59749 members 
Entering Unmasked Estep 
Score: -8507337.000000 Penalty: 5469.925781
	Iteration 118Q: 3 clusters Score -8507337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 59751 members 
Entering Unmasked Estep 
Score: -8507339.000000 Penalty: 5469.925781
	Iteration 119Q: 3 clusters Score -8507339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 59754 members 
Entering Unmasked Estep 
Score: -8507338.000000 Penalty: 5469.925781
	Iteration 120F: 3 clusters Score -8507338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 59759 members 
Entering Unmasked Estep 
Score: -8507333.000000 Penalty: 5469.925781
	Iteration 121Q: 3 clusters Score -8507333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 59764 members 
Entering Unmasked Estep 
Score: -8507343.000000 Penalty: 5469.925781
	Iteration 122Q: 3 clusters Score -8507343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 59767 members 
Entering Unmasked Estep 
Score: -8507340.000000 Penalty: 5469.925781
	Iteration 123Q: 3 clusters Score -8507340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 59769 members 
Entering Unmasked Estep 
Score: -8507341.000000 Penalty: 5469.925781
	Iteration 124Q: 3 clusters Score -8507341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -8507342.000000 Penalty: 5469.925781
	Iteration 125Q: 3 clusters Score -8507342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
Score: -8507341.000000 Penalty: 5469.925781
	Iteration 126Q: 3 clusters Score -8507341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
Score: -8507341.000000 Penalty: 5469.925781
	Iteration 127F: 3 clusters Score -8507341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Entering Unmasked Estep 
Score: -955338.687500 Penalty: 2189.720703
	Iteration 0F: 2 clusters Score -955338.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -949556.937500 Penalty: 4379.441406
	Iteration 0F: 3 clusters Score -949556.9 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -951086.562500 Penalty: 4379.441406
	Iteration 1F: 3 clusters Score -951086.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -951326.687500 Penalty: 4379.441406
	Iteration 2F: 3 clusters Score -951326.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -951478.125000 Penalty: 4379.441406
	Iteration 3Q: 3 clusters Score -951478.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -951579.437500 Penalty: 4379.441406
	Iteration 4Q: 3 clusters Score -951579.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -951658.812500 Penalty: 4379.441406
	Iteration 5Q: 3 clusters Score -951658.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -951732.437500 Penalty: 4379.441406
	Iteration 6Q: 3 clusters Score -951732.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -951788.687500 Penalty: 4379.441406
	Iteration 7Q: 3 clusters Score -951788.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -951832.937500 Penalty: 4379.441406
	Iteration 8Q: 3 clusters Score -951832.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -951867.937500 Penalty: 4379.441406
	Iteration 9Q: 3 clusters Score -951867.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -951902.812500 Penalty: 4379.441406
	Iteration 10Q: 3 clusters Score -951902.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -951936.937500 Penalty: 4379.441406
	Iteration 11Q: 3 clusters Score -951936.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -951972.250000 Penalty: 4379.441406
	Iteration 12Q: 3 clusters Score -951972.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -952000.812500 Penalty: 4379.441406
	Iteration 13Q: 3 clusters Score -952000.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -952029.125000 Penalty: 4379.441406
	Iteration 14Q: 3 clusters Score -952029.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -952054.000000 Penalty: 4379.441406
	Iteration 15Q: 3 clusters Score -952054 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -952091.437500 Penalty: 4379.441406
	Iteration 16Q: 3 clusters Score -952091.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -952137.625000 Penalty: 4379.441406
	Iteration 17Q: 3 clusters Score -952137.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -952189.875000 Penalty: 4379.441406
	Iteration 18Q: 3 clusters Score -952189.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -952251.125000 Penalty: 4379.441406
	Iteration 19Q: 3 clusters Score -952251.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -952332.562500 Penalty: 4379.441406
	Iteration 20F: 3 clusters Score -952332.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -952437.875000 Penalty: 4379.441406
	Iteration 21Q: 3 clusters Score -952437.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -952550.000000 Penalty: 4379.441406
	Iteration 22Q: 3 clusters Score -952550 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -952672.187500 Penalty: 4379.441406
	Iteration 23Q: 3 clusters Score -952672.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -952789.937500 Penalty: 4379.441406
	Iteration 24Q: 3 clusters Score -952789.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -952898.062500 Penalty: 4379.441406
	Iteration 25Q: 3 clusters Score -952898.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -953009.312500 Penalty: 4379.441406
	Iteration 26Q: 3 clusters Score -953009.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -953119.687500 Penalty: 4379.441406
	Iteration 27Q: 3 clusters Score -953119.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -953215.875000 Penalty: 4379.441406
	Iteration 28Q: 3 clusters Score -953215.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -953281.500000 Penalty: 4379.441406
	Iteration 29Q: 3 clusters Score -953281.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -953324.062500 Penalty: 4379.441406
	Iteration 30Q: 3 clusters Score -953324.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -953353.562500 Penalty: 4379.441406
	Iteration 31Q: 3 clusters Score -953353.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -953375.250000 Penalty: 4379.441406
	Iteration 32Q: 3 clusters Score -953375.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -953388.562500 Penalty: 4379.441406
	Iteration 33Q: 3 clusters Score -953388.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -953400.000000 Penalty: 4379.441406
	Iteration 34Q: 3 clusters Score -953400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -953414.750000 Penalty: 4379.441406
	Iteration 35Q: 3 clusters Score -953414.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -953418.125000 Penalty: 4379.441406
	Iteration 36Q: 3 clusters Score -953418.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -953424.125000 Penalty: 4379.441406
	Iteration 37Q: 3 clusters Score -953424.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -953431.125000 Penalty: 4379.441406
	Iteration 38Q: 3 clusters Score -953431.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -953433.500000 Penalty: 4379.441406
	Iteration 39Q: 3 clusters Score -953433.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -953438.500000 Penalty: 4379.441406
	Iteration 40F: 3 clusters Score -953438.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -953438.937500 Penalty: 4379.441406
	Iteration 41Q: 3 clusters Score -953438.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -953440.312500 Penalty: 4379.441406
	Iteration 42Q: 3 clusters Score -953440.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -953440.312500 Penalty: 4379.441406
	Iteration 43F: 3 clusters Score -953440.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Entering Unmasked Estep 
Score: -92761.210938 Penalty: 1662.694824
	Iteration 0F: 2 clusters Score -92761.21 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 429 members 
Entering Unmasked Estep 
Score: -91052.507812 Penalty: 3325.389648
	Iteration 0F: 3 clusters Score -91052.51 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -91710.367188 Penalty: 3325.389648
	Iteration 1F: 3 clusters Score -91710.37 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -92143.000000 Penalty: 3325.389648
	Iteration 2F: 3 clusters Score -92143 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92499.781250 Penalty: 3325.389648
	Iteration 3F: 3 clusters Score -92499.78 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -92813.679688 Penalty: 3325.389648
	Iteration 4F: 3 clusters Score -92813.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -93103.257812 Penalty: 3325.389648
	Iteration 5Q: 3 clusters Score -93103.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -93330.187500 Penalty: 3325.389648
	Iteration 6Q: 3 clusters Score -93330.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -93598.632812 Penalty: 3325.389648
	Iteration 7Q: 3 clusters Score -93598.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -93887.601562 Penalty: 3325.389648
	Iteration 8Q: 3 clusters Score -93887.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -93945.437500 Penalty: 3325.389648
	Iteration 9Q: 3 clusters Score -93945.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -93964.945312 Penalty: 3325.389648
	Iteration 10Q: 3 clusters Score -93964.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -93965.726562 Penalty: 3325.389648
	Iteration 11Q: 3 clusters Score -93965.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -93966.726562 Penalty: 3325.389648
	Iteration 12Q: 3 clusters Score -93966.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -93968.554688 Penalty: 3325.389648
	Iteration 13Q: 3 clusters Score -93968.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -93969.929688 Penalty: 3325.389648
	Iteration 14Q: 3 clusters Score -93969.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -93971.695312 Penalty: 3325.389648
	Iteration 15Q: 3 clusters Score -93971.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -93974.460938 Penalty: 3325.389648
	Iteration 16Q: 3 clusters Score -93974.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -93979.343750 Penalty: 3325.389648
	Iteration 17Q: 3 clusters Score -93979.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -93986.921875 Penalty: 3325.389648
	Iteration 18Q: 3 clusters Score -93986.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -93989.554688 Penalty: 3325.389648
	Iteration 19Q: 3 clusters Score -93989.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -93991.726562 Penalty: 3325.389648
	Iteration 20F: 3 clusters Score -93991.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -93995.953125 Penalty: 3325.389648
	Iteration 21Q: 3 clusters Score -93995.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -94000.890625 Penalty: 3325.389648
	Iteration 22Q: 3 clusters Score -94000.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -94002.109375 Penalty: 3325.389648
	Iteration 23Q: 3 clusters Score -94002.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -94006.179688 Penalty: 3325.389648
	Iteration 24Q: 3 clusters Score -94006.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -94006.179688 Penalty: 3325.389648
	Iteration 25F: 3 clusters Score -94006.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208518 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 3 contains 453 members 
Mstep: Class 4 contains 139784 members 
Mstep: Class 5 contains 15260 members 
Mstep: Class 8 contains 50957 members 
Mstep: Class 9 contains 152186 members 
Mstep: Class 10 contains 24933 members 
Mstep: Class 11 contains 169805 members 
Mstep: Class 14 contains 61579 members 
Mstep: Class 19 contains 6833 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 25063 members 
Entering Unmasked Estep 
Score: -116080776.000000 Penalty: 44048.285156
Splitting cluster 20 changes total score from -116081160.000000 to -116080776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (25063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Entering Unmasked Estep 
Score: -3413899.750000 Penalty: 2512.028564
	Iteration 0F: 2 clusters Score -3413900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3396428.750000 Penalty: 5024.057129
	Iteration 0F: 3 clusters Score -3396429 nChanged 11286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -3402385.000000 Penalty: 5024.057129
	Iteration 1F: 3 clusters Score -3402385 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -3402737.000000 Penalty: 5024.057129
	Iteration 2Q: 3 clusters Score -3402737 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -3403025.250000 Penalty: 5024.057129
	Iteration 3Q: 3 clusters Score -3403025 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -3403255.750000 Penalty: 5024.057129
	Iteration 4Q: 3 clusters Score -3403256 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -3403426.250000 Penalty: 5024.057129
	Iteration 5Q: 3 clusters Score -3403426 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -3403559.000000 Penalty: 5024.057129
	Iteration 6Q: 3 clusters Score -3403559 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -3403697.500000 Penalty: 5024.057129
	Iteration 7Q: 3 clusters Score -3403698 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -3403794.750000 Penalty: 5024.057129
	Iteration 8Q: 3 clusters Score -3403795 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -3403912.500000 Penalty: 5024.057129
	Iteration 9Q: 3 clusters Score -3403912 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -3404031.000000 Penalty: 5024.057129
	Iteration 10Q: 3 clusters Score -3404031 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -3404172.500000 Penalty: 5024.057129
	Iteration 11Q: 3 clusters Score -3404172 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -3404342.250000 Penalty: 5024.057129
	Iteration 12Q: 3 clusters Score -3404342 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -3404555.000000 Penalty: 5024.057129
	Iteration 13Q: 3 clusters Score -3404555 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -3404794.500000 Penalty: 5024.057129
	Iteration 14Q: 3 clusters Score -3404794 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -3405109.250000 Penalty: 5024.057129
	Iteration 15Q: 3 clusters Score -3405109 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -3405566.500000 Penalty: 5024.057129
	Iteration 16Q: 3 clusters Score -3405566 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -3406104.250000 Penalty: 5024.057129
	Iteration 17Q: 3 clusters Score -3406104 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -3406816.000000 Penalty: 5024.057129
	Iteration 18Q: 3 clusters Score -3406816 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -3407498.000000 Penalty: 5024.057129
	Iteration 19Q: 3 clusters Score -3407498 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -3408083.250000 Penalty: 5024.057129
	Iteration 20F: 3 clusters Score -3408083 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -3408457.500000 Penalty: 5024.057129
	Iteration 21Q: 3 clusters Score -3408458 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3408726.500000 Penalty: 5024.057129
	Iteration 22Q: 3 clusters Score -3408726 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -3408953.250000 Penalty: 5024.057129
	Iteration 23Q: 3 clusters Score -3408953 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -3409188.500000 Penalty: 5024.057129
	Iteration 24Q: 3 clusters Score -3409188 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -3409412.750000 Penalty: 5024.057129
	Iteration 25Q: 3 clusters Score -3409413 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -3409655.000000 Penalty: 5024.057129
	Iteration 26Q: 3 clusters Score -3409655 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3409894.000000 Penalty: 5024.057129
	Iteration 27Q: 3 clusters Score -3409894 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3410115.000000 Penalty: 5024.057129
	Iteration 28Q: 3 clusters Score -3410115 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3410322.250000 Penalty: 5024.057129
	Iteration 29Q: 3 clusters Score -3410322 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3410520.500000 Penalty: 5024.057129
	Iteration 30Q: 3 clusters Score -3410520 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3410707.750000 Penalty: 5024.057129
	Iteration 31Q: 3 clusters Score -3410708 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3410878.000000 Penalty: 5024.057129
	Iteration 32Q: 3 clusters Score -3410878 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3410984.500000 Penalty: 5024.057129
	Iteration 33Q: 3 clusters Score -3410984 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3411086.000000 Penalty: 5024.057129
	Iteration 34Q: 3 clusters Score -3411086 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3411177.000000 Penalty: 5024.057129
	Iteration 35Q: 3 clusters Score -3411177 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3411247.500000 Penalty: 5024.057129
	Iteration 36Q: 3 clusters Score -3411248 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3411315.750000 Penalty: 5024.057129
	Iteration 37Q: 3 clusters Score -3411316 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3411363.250000 Penalty: 5024.057129
	Iteration 38Q: 3 clusters Score -3411363 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3411406.250000 Penalty: 5024.057129
	Iteration 39Q: 3 clusters Score -3411406 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3411432.500000 Penalty: 5024.057129
	Iteration 40F: 3 clusters Score -3411432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3411454.000000 Penalty: 5024.057129
	Iteration 41Q: 3 clusters Score -3411454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3411478.000000 Penalty: 5024.057129
	Iteration 42Q: 3 clusters Score -3411478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3411501.000000 Penalty: 5024.057129
	Iteration 43Q: 3 clusters Score -3411501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3411518.000000 Penalty: 5024.057129
	Iteration 44Q: 3 clusters Score -3411518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3411536.750000 Penalty: 5024.057129
	Iteration 45Q: 3 clusters Score -3411537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3411549.750000 Penalty: 5024.057129
	Iteration 46Q: 3 clusters Score -3411550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3411562.750000 Penalty: 5024.057129
	Iteration 47Q: 3 clusters Score -3411563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3411575.000000 Penalty: 5024.057129
	Iteration 48Q: 3 clusters Score -3411575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3411586.250000 Penalty: 5024.057129
	Iteration 49Q: 3 clusters Score -3411586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3411591.500000 Penalty: 5024.057129
	Iteration 50Q: 3 clusters Score -3411592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3411596.500000 Penalty: 5024.057129
	Iteration 51Q: 3 clusters Score -3411596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3411598.000000 Penalty: 5024.057129
	Iteration 52Q: 3 clusters Score -3411598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3411604.000000 Penalty: 5024.057129
	Iteration 53Q: 3 clusters Score -3411604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3411606.750000 Penalty: 5024.057129
	Iteration 54Q: 3 clusters Score -3411607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3411619.500000 Penalty: 5024.057129
	Iteration 55Q: 3 clusters Score -3411620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3411630.000000 Penalty: 5024.057129
	Iteration 56Q: 3 clusters Score -3411630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3411634.000000 Penalty: 5024.057129
	Iteration 57Q: 3 clusters Score -3411634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3411645.750000 Penalty: 5024.057129
	Iteration 58Q: 3 clusters Score -3411646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3411639.750000 Penalty: 5024.057129
	Iteration 59Q: 3 clusters Score -3411640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3411653.000000 Penalty: 5024.057129
	Iteration 60F: 3 clusters Score -3411653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3411662.250000 Penalty: 5024.057129
	Iteration 61Q: 3 clusters Score -3411662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3411659.000000 Penalty: 5024.057129
	Iteration 62Q: 3 clusters Score -3411659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3411660.250000 Penalty: 5024.057129
	Iteration 63Q: 3 clusters Score -3411660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3411660.250000 Penalty: 5024.057129
	Iteration 64F: 3 clusters Score -3411660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208518 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 4 contains 139784 members 
Mstep: Class 5 contains 15260 members 
Mstep: Class 8 contains 50957 members 
Mstep: Class 9 contains 152186 members 
Mstep: Class 10 contains 24933 members 
Mstep: Class 11 contains 169805 members 
Mstep: Class 14 contains 61579 members 
Mstep: Class 19 contains 6833 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 25063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081272.000000 Penalty: 40659.957031
Iteration 79Q: 13 clusters Score -1.160813e+08 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 208352 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 4 contains 140068 members 
Mstep: Class 5 contains 15238 members 
Mstep: Class 8 contains 50992 members 
Mstep: Class 9 contains 151935 members 
Mstep: Class 10 contains 24784 members 
Mstep: Class 11 contains 169561 members 
Mstep: Class 14 contains 61625 members 
Mstep: Class 19 contains 6971 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 25393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081728.000000 Penalty: 40659.957031
Iteration 80F: 13 clusters Score -1.160817e+08 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 208226 members 
Mstep: Class 2 contains 2472 members 
Mstep: Class 4 contains 140373 members 
Mstep: Class 5 contains 15218 members 
Mstep: Class 8 contains 51021 members 
Mstep: Class 9 contains 151486 members 
Mstep: Class 10 contains 24640 members 
Mstep: Class 11 contains 169340 members 
Mstep: Class 14 contains 61690 members 
Mstep: Class 19 contains 7208 members 
Mstep: Class 20 contains 822 members 
Mstep: Class 21 contains 25717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082088.000000 Penalty: 40659.957031
Iteration 81Q: 13 clusters Score -1.160821e+08 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 208113 members 
Mstep: Class 2 contains 2456 members 
Mstep: Class 4 contains 140648 members 
Mstep: Class 5 contains 15210 members 
Mstep: Class 8 contains 51061 members 
Mstep: Class 9 contains 150967 members 
Mstep: Class 10 contains 24483 members 
Mstep: Class 11 contains 169191 members 
Mstep: Class 14 contains 61731 members 
Mstep: Class 19 contains 7466 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 26054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082712.000000 Penalty: 40659.957031
Iteration 82Q: 13 clusters Score -1.160827e+08 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 208009 members 
Mstep: Class 2 contains 2441 members 
Mstep: Class 4 contains 140910 members 
Mstep: Class 5 contains 15193 members 
Mstep: Class 8 contains 51096 members 
Mstep: Class 9 contains 150453 members 
Mstep: Class 10 contains 24325 members 
Mstep: Class 11 contains 169070 members 
Mstep: Class 14 contains 61767 members 
Mstep: Class 19 contains 7738 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 26366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082768.000000 Penalty: 40659.957031
Iteration 83Q: 13 clusters Score -1.160828e+08 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 207939 members 
Mstep: Class 2 contains 2437 members 
Mstep: Class 4 contains 141201 members 
Mstep: Class 5 contains 15188 members 
Mstep: Class 8 contains 51124 members 
Mstep: Class 9 contains 149955 members 
Mstep: Class 10 contains 24199 members 
Mstep: Class 11 contains 168929 members 
Mstep: Class 14 contains 61777 members 
Mstep: Class 19 contains 7990 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 26629 members 
Entering Unmasked Estep 
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Score: -116082992.000000 Penalty: 40659.957031
Iteration 84Q: 13 clusters Score -1.16083e+08 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 207887 members 
Mstep: Class 2 contains 2436 members 
Mstep: Class 4 contains 141441 members 
Mstep: Class 5 contains 15180 members 
Mstep: Class 8 contains 51144 members 
Mstep: Class 9 contains 149464 members 
Mstep: Class 10 contains 24086 members 
Mstep: Class 11 contains 168809 members 
Mstep: Class 14 contains 61819 members 
Mstep: Class 19 contains 8243 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 26859 members 
Entering Unmasked Estep 
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Iteration 85Q: 13 clusters Score -1.160832e+08 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 207847 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 4 contains 141670 members 
Mstep: Class 5 contains 15174 members 
Mstep: Class 8 contains 51185 members 
Mstep: Class 9 contains 148931 members 
Mstep: Class 10 contains 23988 members 
Mstep: Class 11 contains 168655 members 
Mstep: Class 14 contains 61877 members 
Mstep: Class 19 contains 8521 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 27085 members 
Entering Unmasked Estep 
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Score: -116083392.000000 Penalty: 40659.957031
Iteration 86Q: 13 clusters Score -1.160834e+08 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 207834 members 
Mstep: Class 2 contains 2436 members 
Mstep: Class 4 contains 141882 members 
Mstep: Class 5 contains 15166 members 
Mstep: Class 8 contains 51211 members 
Mstep: Class 9 contains 148406 members 
Mstep: Class 10 contains 23889 members 
Mstep: Class 11 contains 168572 members 
Mstep: Class 14 contains 61918 members 
Mstep: Class 19 contains 8754 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 27300 members 
Entering Unmasked Estep 
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Score: -116083464.000000 Penalty: 40659.957031
Iteration 87Q: 13 clusters Score -1.160835e+08 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 207812 members 
Mstep: Class 2 contains 2436 members 
Mstep: Class 4 contains 142089 members 
Mstep: Class 5 contains 15162 members 
Mstep: Class 8 contains 51237 members 
Mstep: Class 9 contains 147844 members 
Mstep: Class 10 contains 23790 members 
Mstep: Class 11 contains 168558 members 
Mstep: Class 14 contains 61959 members 
Mstep: Class 19 contains 9008 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 27473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083752.000000 Penalty: 40659.957031
Iteration 88Q: 13 clusters Score -1.160838e+08 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 207795 members 
Mstep: Class 2 contains 2437 members 
Mstep: Class 4 contains 142365 members 
Mstep: Class 5 contains 15150 members 
Mstep: Class 8 contains 51265 members 
Mstep: Class 9 contains 147190 members 
Mstep: Class 10 contains 23699 members 
Mstep: Class 11 contains 168563 members 
Mstep: Class 14 contains 62016 members 
Mstep: Class 19 contains 9255 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 27633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083936.000000 Penalty: 40659.957031
Iteration 89Q: 13 clusters Score -1.160839e+08 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 207792 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 142645 members 
Mstep: Class 5 contains 15145 members 
Mstep: Class 8 contains 51296 members 
Mstep: Class 9 contains 146488 members 
Mstep: Class 10 contains 23593 members 
Mstep: Class 11 contains 168565 members 
Mstep: Class 14 contains 62087 members 
Mstep: Class 19 contains 9501 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 27818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084096.000000 Penalty: 40659.957031
Iteration 90Q: 13 clusters Score -1.160841e+08 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 207821 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 142925 members 
Mstep: Class 5 contains 15146 members 
Mstep: Class 8 contains 51328 members 
Mstep: Class 9 contains 145740 members 
Mstep: Class 10 contains 23527 members 
Mstep: Class 11 contains 168541 members 
Mstep: Class 14 contains 62159 members 
Mstep: Class 19 contains 9757 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 27986 members 
Entering Unmasked Estep 
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Score: -116084264.000000 Penalty: 40659.957031
Iteration 91Q: 13 clusters Score -1.160843e+08 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 207901 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 143173 members 
Mstep: Class 5 contains 15148 members 
Mstep: Class 8 contains 51357 members 
Mstep: Class 9 contains 145027 members 
Mstep: Class 10 contains 23463 members 
Mstep: Class 11 contains 168491 members 
Mstep: Class 14 contains 62231 members 
Mstep: Class 19 contains 9995 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 28144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084296.000000 Penalty: 40659.957031
Iteration 92Q: 13 clusters Score -1.160843e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 207935 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 143438 members 
Mstep: Class 5 contains 15140 members 
Mstep: Class 8 contains 51394 members 
Mstep: Class 9 contains 144337 members 
Mstep: Class 10 contains 23405 members 
Mstep: Class 11 contains 168467 members 
Mstep: Class 14 contains 62306 members 
Mstep: Class 19 contains 10213 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 28295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084520.000000 Penalty: 40659.957031
Iteration 93Q: 13 clusters Score -1.160845e+08 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 208015 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 143681 members 
Mstep: Class 5 contains 15126 members 
Mstep: Class 8 contains 51432 members 
Mstep: Class 9 contains 143703 members 
Mstep: Class 10 contains 23364 members 
Mstep: Class 11 contains 168414 members 
Mstep: Class 14 contains 62373 members 
Mstep: Class 19 contains 10427 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 28395 members 
Entering Unmasked Estep 
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Score: -116084544.000000 Penalty: 40659.957031
Iteration 94Q: 13 clusters Score -1.160845e+08 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 208109 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 143948 members 
Mstep: Class 5 contains 15113 members 
Mstep: Class 8 contains 51465 members 
Mstep: Class 9 contains 143089 members 
Mstep: Class 10 contains 23329 members 
Mstep: Class 11 contains 168356 members 
Mstep: Class 14 contains 62428 members 
Mstep: Class 19 contains 10599 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 28495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084632.000000 Penalty: 40659.957031
Iteration 95Q: 13 clusters Score -1.160846e+08 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 208216 members 
Mstep: Class 2 contains 2437 members 
Mstep: Class 4 contains 144156 members 
Mstep: Class 5 contains 15118 members 
Mstep: Class 8 contains 51514 members 
Mstep: Class 9 contains 142432 members 
Mstep: Class 10 contains 23295 members 
Mstep: Class 11 contains 168310 members 
Mstep: Class 14 contains 62499 members 
Mstep: Class 19 contains 10797 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 28595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084816.000000 Penalty: 40659.957031
Iteration 96Q: 13 clusters Score -1.160848e+08 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 208370 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 144393 members 
Mstep: Class 5 contains 15107 members 
Mstep: Class 8 contains 51529 members 
Mstep: Class 9 contains 141763 members 
Mstep: Class 10 contains 23252 members 
Mstep: Class 11 contains 168284 members 
Mstep: Class 14 contains 62554 members 
Mstep: Class 19 contains 10988 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 28691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084712.000000 Penalty: 40659.957031
Iteration 97Q: 13 clusters Score -1.160847e+08 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 208479 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 144611 members 
Mstep: Class 5 contains 15099 members 
Mstep: Class 8 contains 51544 members 
Mstep: Class 9 contains 141123 members 
Mstep: Class 10 contains 23211 members 
Mstep: Class 11 contains 168301 members 
Mstep: Class 14 contains 62615 members 
Mstep: Class 19 contains 11170 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 28778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084720.000000 Penalty: 40659.957031
Iteration 98Q: 13 clusters Score -1.160847e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 208618 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 144782 members 
Mstep: Class 5 contains 15092 members 
Mstep: Class 8 contains 51562 members 
Mstep: Class 9 contains 140515 members 
Mstep: Class 10 contains 23164 members 
Mstep: Class 11 contains 168318 members 
Mstep: Class 14 contains 62677 members 
Mstep: Class 19 contains 11350 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 28853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084856.000000 Penalty: 40659.957031
Iteration 99Q: 13 clusters Score -1.160849e+08 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 208708 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 144958 members 
Mstep: Class 5 contains 15075 members 
Mstep: Class 8 contains 51592 members 
Mstep: Class 9 contains 139938 members 
Mstep: Class 10 contains 23103 members 
Mstep: Class 11 contains 168358 members 
Mstep: Class 14 contains 62740 members 
Mstep: Class 19 contains 11517 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 28942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085360.000000 Penalty: 40659.957031
Iteration 100F: 13 clusters Score -1.160854e+08 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 208808 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 145077 members 
Mstep: Class 5 contains 15067 members 
Mstep: Class 8 contains 51619 members 
Mstep: Class 9 contains 139385 members 
Mstep: Class 10 contains 23060 members 
Mstep: Class 11 contains 168423 members 
Mstep: Class 14 contains 62793 members 
Mstep: Class 19 contains 11677 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 29022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085256.000000 Penalty: 40659.957031
Iteration 101Q: 13 clusters Score -1.160853e+08 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 208934 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 145171 members 
Mstep: Class 5 contains 15061 members 
Mstep: Class 8 contains 51670 members 
Mstep: Class 9 contains 138792 members 
Mstep: Class 10 contains 23013 members 
Mstep: Class 11 contains 168497 members 
Mstep: Class 14 contains 62868 members 
Mstep: Class 19 contains 11829 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 29096 members 
Entering Unmasked Estep 
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Score: -116085344.000000 Penalty: 40659.957031
Iteration 102Q: 13 clusters Score -1.160853e+08 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 209049 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 145259 members 
Mstep: Class 5 contains 15056 members 
Mstep: Class 8 contains 51703 members 
Mstep: Class 9 contains 138228 members 
Mstep: Class 10 contains 22966 members 
Mstep: Class 11 contains 168592 members 
Mstep: Class 14 contains 62943 members 
Mstep: Class 19 contains 11955 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 29180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085376.000000 Penalty: 40659.957031
Iteration 103Q: 13 clusters Score -1.160854e+08 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 209198 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 145357 members 
Mstep: Class 5 contains 15048 members 
Mstep: Class 8 contains 51733 members 
Mstep: Class 9 contains 137645 members 
Mstep: Class 10 contains 22927 members 
Mstep: Class 11 contains 168683 members 
Mstep: Class 14 contains 63013 members 
Mstep: Class 19 contains 12069 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 29258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085216.000000 Penalty: 40659.957031
Iteration 104Q: 13 clusters Score -1.160852e+08 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 209348 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 145481 members 
Mstep: Class 5 contains 15034 members 
Mstep: Class 8 contains 51768 members 
Mstep: Class 9 contains 137009 members 
Mstep: Class 10 contains 22883 members 
Mstep: Class 11 contains 168808 members 
Mstep: Class 14 contains 63100 members 
Mstep: Class 19 contains 12170 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 29330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085304.000000 Penalty: 40659.957031
Iteration 105Q: 13 clusters Score -1.160853e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 209507 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 145567 members 
Mstep: Class 5 contains 15023 members 
Mstep: Class 8 contains 51808 members 
Mstep: Class 9 contains 136340 members 
Mstep: Class 10 contains 22850 members 
Mstep: Class 11 contains 168981 members 
Mstep: Class 14 contains 63194 members 
Mstep: Class 19 contains 12262 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 29399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085128.000000 Penalty: 40659.957031
Iteration 106Q: 13 clusters Score -1.160851e+08 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 209643 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 4 contains 145694 members 
Mstep: Class 5 contains 15006 members 
Mstep: Class 8 contains 51849 members 
Mstep: Class 9 contains 135638 members 
Mstep: Class 10 contains 22811 members 
Mstep: Class 11 contains 169199 members 
Mstep: Class 14 contains 63291 members 
Mstep: Class 19 contains 12327 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 29472 members 
Entering Unmasked Estep 
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Score: -116084968.000000 Penalty: 40659.957031
Iteration 107Q: 13 clusters Score -1.16085e+08 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 209781 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 4 contains 145793 members 
Mstep: Class 5 contains 14999 members 
Mstep: Class 8 contains 51893 members 
Mstep: Class 9 contains 134908 members 
Mstep: Class 10 contains 22761 members 
Mstep: Class 11 contains 169458 members 
Mstep: Class 14 contains 63412 members 
Mstep: Class 19 contains 12381 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 29544 members 
Entering Unmasked Estep 
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Score: -116084776.000000 Penalty: 40659.957031
Iteration 108Q: 13 clusters Score -1.160848e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 209881 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 4 contains 145916 members 
Mstep: Class 5 contains 14981 members 
Mstep: Class 8 contains 51944 members 
Mstep: Class 9 contains 134181 members 
Mstep: Class 10 contains 22703 members 
Mstep: Class 11 contains 169713 members 
Mstep: Class 14 contains 63542 members 
Mstep: Class 19 contains 12441 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 29628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084632.000000 Penalty: 40659.957031
Iteration 109Q: 13 clusters Score -1.160846e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 209967 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 4 contains 146062 members 
Mstep: Class 5 contains 14956 members 
Mstep: Class 8 contains 51997 members 
Mstep: Class 9 contains 133476 members 
Mstep: Class 10 contains 22655 members 
Mstep: Class 11 contains 169958 members 
Mstep: Class 14 contains 63678 members 
Mstep: Class 19 contains 12483 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 29698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084456.000000 Penalty: 40659.957031
Iteration 110Q: 13 clusters Score -1.160845e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 210036 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 146241 members 
Mstep: Class 5 contains 14942 members 
Mstep: Class 8 contains 52058 members 
Mstep: Class 9 contains 132753 members 
Mstep: Class 10 contains 22592 members 
Mstep: Class 11 contains 170200 members 
Mstep: Class 14 contains 63786 members 
Mstep: Class 19 contains 12531 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 29792 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 13 clusters Score -1.160843e+08 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 210149 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 146416 members 
Mstep: Class 5 contains 14933 members 
Mstep: Class 8 contains 52109 members 
Mstep: Class 9 contains 131960 members 
Mstep: Class 10 contains 22527 members 
Mstep: Class 11 contains 170459 members 
Mstep: Class 14 contains 63909 members 
Mstep: Class 19 contains 12582 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 29887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116084040.000000 Penalty: 40659.957031
Iteration 112Q: 13 clusters Score -1.16084e+08 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 210302 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 146570 members 
Mstep: Class 5 contains 14930 members 
Mstep: Class 8 contains 52159 members 
Mstep: Class 9 contains 131204 members 
Mstep: Class 10 contains 22469 members 
Mstep: Class 11 contains 170683 members 
Mstep: Class 14 contains 64033 members 
Mstep: Class 19 contains 12633 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 29948 members 
Entering Unmasked Estep 
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Iteration 113Q: 13 clusters Score -1.160841e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 210431 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 146713 members 
Mstep: Class 5 contains 14918 members 
Mstep: Class 8 contains 52210 members 
Mstep: Class 9 contains 130529 members 
Mstep: Class 10 contains 22405 members 
Mstep: Class 11 contains 170853 members 
Mstep: Class 14 contains 64155 members 
Mstep: Class 19 contains 12687 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 30030 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 13 clusters Score -1.16084e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 210552 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 146887 members 
Mstep: Class 5 contains 14910 members 
Mstep: Class 8 contains 52251 members 
Mstep: Class 9 contains 129842 members 
Mstep: Class 10 contains 22344 members 
Mstep: Class 11 contains 171030 members 
Mstep: Class 14 contains 64271 members 
Mstep: Class 19 contains 12726 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 30118 members 
Entering Unmasked Estep 
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Iteration 115Q: 13 clusters Score -1.160838e+08 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 210678 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 147060 members 
Mstep: Class 5 contains 14903 members 
Mstep: Class 8 contains 52288 members 
Mstep: Class 9 contains 129188 members 
Mstep: Class 10 contains 22272 members 
Mstep: Class 11 contains 171183 members 
Mstep: Class 14 contains 64395 members 
Mstep: Class 19 contains 12761 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 30203 members 
Entering Unmasked Estep 
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Iteration 116Q: 13 clusters Score -1.160836e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 210797 members 
Mstep: Class 2 contains 2437 members 
Mstep: Class 4 contains 147228 members 
Mstep: Class 5 contains 14894 members 
Mstep: Class 8 contains 52301 members 
Mstep: Class 9 contains 128528 members 
Mstep: Class 10 contains 22205 members 
Mstep: Class 11 contains 171367 members 
Mstep: Class 14 contains 64528 members 
Mstep: Class 19 contains 12792 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 30293 members 
Entering Unmasked Estep 
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Iteration 117Q: 13 clusters Score -1.160836e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 210880 members 
Mstep: Class 2 contains 2437 members 
Mstep: Class 4 contains 147402 members 
Mstep: Class 5 contains 14887 members 
Mstep: Class 8 contains 52327 members 
Mstep: Class 9 contains 127882 members 
Mstep: Class 10 contains 22142 members 
Mstep: Class 11 contains 171576 members 
Mstep: Class 14 contains 64644 members 
Mstep: Class 19 contains 12812 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 30381 members 
Entering Unmasked Estep 
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Iteration 118Q: 13 clusters Score -1.160833e+08 nChanged 1473
Entering ConstructFrom: 
Score: -116083328.000000 Penalty: 40659.957031
Entering ConstructFrom: 
Trying to split cluster 1 (210962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210962 members 
Entering Unmasked Estep 
Score: -28877648.000000 Penalty: 3040.339600
	Iteration 0F: 2 clusters Score -2.887765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105068 members 
Mstep: Class 2 contains 105894 members 
Entering Unmasked Estep 
Score: -28748086.000000 Penalty: 6080.679199
	Iteration 0F: 3 clusters Score -2.874809e+07 nChanged 101592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98870 members 
Mstep: Class 2 contains 112092 members 
Entering Unmasked Estep 
Score: -28808498.000000 Penalty: 6080.679199
	Iteration 1F: 3 clusters Score -2.88085e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95120 members 
Mstep: Class 2 contains 115842 members 
Entering Unmasked Estep 
Score: -28810220.000000 Penalty: 6080.679199
	Iteration 2Q: 3 clusters Score -2.881022e+07 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89432 members 
Mstep: Class 2 contains 121530 members 
Entering Unmasked Estep 
Score: -28812920.000000 Penalty: 6080.679199
	Iteration 3Q: 3 clusters Score -2.881292e+07 nChanged 9565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81051 members 
Mstep: Class 2 contains 129911 members 
Entering Unmasked Estep 
Score: -28817492.000000 Penalty: 6080.679199
	Iteration 4Q: 3 clusters Score -2.881749e+07 nChanged 12518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69143 members 
Mstep: Class 2 contains 141819 members 
Entering Unmasked Estep 
Score: -28825808.000000 Penalty: 6080.679199
	Iteration 5F: 3 clusters Score -2.882581e+07 nChanged 15648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 157173 members 
Entering Unmasked Estep 
Score: -28838014.000000 Penalty: 6080.679199
	Iteration 6F: 3 clusters Score -2.883801e+07 nChanged 16359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 173316 members 
Entering Unmasked Estep 
Score: -28850430.000000 Penalty: 6080.679199
	Iteration 7F: 3 clusters Score -2.885043e+07 nChanged 13609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 186681 members 
Entering Unmasked Estep 
Score: -28860010.000000 Penalty: 6080.679199
	Iteration 8F: 3 clusters Score -2.886001e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 195443 members 
Entering Unmasked Estep 
Score: -28865596.000000 Penalty: 6080.679199
	Iteration 9Q: 3 clusters Score -2.88656e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 200720 members 
Entering Unmasked Estep 
Score: -28869134.000000 Penalty: 6080.679199
	Iteration 10Q: 3 clusters Score -2.886913e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 203850 members 
Entering Unmasked Estep 
Score: -28871234.000000 Penalty: 6080.679199
	Iteration 11Q: 3 clusters Score -2.887123e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 205719 members 
Entering Unmasked Estep 
Score: -28872500.000000 Penalty: 6080.679199
	Iteration 12Q: 3 clusters Score -2.88725e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 206965 members 
Entering Unmasked Estep 
Score: -28873356.000000 Penalty: 6080.679199
	Iteration 13Q: 3 clusters Score -2.887336e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 207745 members 
Entering Unmasked Estep 
Score: -28873826.000000 Penalty: 6080.679199
	Iteration 14Q: 3 clusters Score -2.887383e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 208280 members 
Entering Unmasked Estep 
Score: -28874136.000000 Penalty: 6080.679199
	Iteration 15Q: 3 clusters Score -2.887414e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 208659 members 
Entering Unmasked Estep 
Score: -28874330.000000 Penalty: 6080.679199
	Iteration 16Q: 3 clusters Score -2.887433e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 208901 members 
Entering Unmasked Estep 
Score: -28874460.000000 Penalty: 6080.679199
	Iteration 17Q: 3 clusters Score -2.887446e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 209080 members 
Entering Unmasked Estep 
Score: -28874550.000000 Penalty: 6080.679199
	Iteration 18Q: 3 clusters Score -2.887455e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 209216 members 
Entering Unmasked Estep 
Score: -28874582.000000 Penalty: 6080.679199
	Iteration 19Q: 3 clusters Score -2.887458e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 209328 members 
Entering Unmasked Estep 
Score: -28874650.000000 Penalty: 6080.679199
	Iteration 20F: 3 clusters Score -2.887465e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 209426 members 
Entering Unmasked Estep 
Score: -28874778.000000 Penalty: 6080.679199
	Iteration 21Q: 3 clusters Score -2.887478e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 209501 members 
Entering Unmasked Estep 
Score: -28874846.000000 Penalty: 6080.679199
	Iteration 22Q: 3 clusters Score -2.887485e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 209545 members 
Entering Unmasked Estep 
Score: -28874840.000000 Penalty: 6080.679199
	Iteration 23Q: 3 clusters Score -2.887484e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 209584 members 
Entering Unmasked Estep 
Score: -28874868.000000 Penalty: 6080.679199
	Iteration 24Q: 3 clusters Score -2.887487e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 209605 members 
Entering Unmasked Estep 
Score: -28874880.000000 Penalty: 6080.679199
	Iteration 25Q: 3 clusters Score -2.887488e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 209631 members 
Entering Unmasked Estep 
Score: -28874866.000000 Penalty: 6080.679199
	Iteration 26Q: 3 clusters Score -2.887487e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 209653 members 
Entering Unmasked Estep 
Score: -28874904.000000 Penalty: 6080.679199
	Iteration 27Q: 3 clusters Score -2.88749e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 209670 members 
Entering Unmasked Estep 
Score: -28874906.000000 Penalty: 6080.679199
	Iteration 28Q: 3 clusters Score -2.887491e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 209688 members 
Entering Unmasked Estep 
Score: -28874906.000000 Penalty: 6080.679199
	Iteration 29Q: 3 clusters Score -2.887491e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 209707 members 
Entering Unmasked Estep 
Score: -28874914.000000 Penalty: 6080.679199
	Iteration 30Q: 3 clusters Score -2.887491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 209715 members 
Entering Unmasked Estep 
Score: -28874910.000000 Penalty: 6080.679199
	Iteration 31Q: 3 clusters Score -2.887491e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 209723 members 
Entering Unmasked Estep 
Score: -28874918.000000 Penalty: 6080.679199
	Iteration 32Q: 3 clusters Score -2.887492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 209734 members 
Entering Unmasked Estep 
Score: -28874932.000000 Penalty: 6080.679199
	Iteration 33Q: 3 clusters Score -2.887493e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 209742 members 
Entering Unmasked Estep 
Score: -28874940.000000 Penalty: 6080.679199
	Iteration 34Q: 3 clusters Score -2.887494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 209751 members 
Entering Unmasked Estep 
Score: -28874942.000000 Penalty: 6080.679199
	Iteration 35Q: 3 clusters Score -2.887494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 209760 members 
Entering Unmasked Estep 
Score: -28874964.000000 Penalty: 6080.679199
	Iteration 36Q: 3 clusters Score -2.887496e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 209768 members 
Entering Unmasked Estep 
Score: -28874954.000000 Penalty: 6080.679199
	Iteration 37Q: 3 clusters Score -2.887495e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 209775 members 
Entering Unmasked Estep 
Score: -28874946.000000 Penalty: 6080.679199
	Iteration 38Q: 3 clusters Score -2.887495e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 209784 members 
Entering Unmasked Estep 
Score: -28874960.000000 Penalty: 6080.679199
	Iteration 39Q: 3 clusters Score -2.887496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 209793 members 
Entering Unmasked Estep 
Score: -28874978.000000 Penalty: 6080.679199
	Iteration 40F: 3 clusters Score -2.887498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 209799 members 
Entering Unmasked Estep 
Score: -28874982.000000 Penalty: 6080.679199
	Iteration 41Q: 3 clusters Score -2.887498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 209806 members 
Entering Unmasked Estep 
Score: -28874982.000000 Penalty: 6080.679199
	Iteration 42Q: 3 clusters Score -2.887498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 209811 members 
Entering Unmasked Estep 
Score: -28875000.000000 Penalty: 6080.679199
	Iteration 43Q: 3 clusters Score -2.8875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 209815 members 
Entering Unmasked Estep 
Score: -28874996.000000 Penalty: 6080.679199
	Iteration 44Q: 3 clusters Score -2.8875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 209816 members 
Entering Unmasked Estep 
Score: -28874996.000000 Penalty: 6080.679199
	Iteration 45Q: 3 clusters Score -2.8875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 209821 members 
Entering Unmasked Estep 
Score: -28875008.000000 Penalty: 6080.679199
	Iteration 46Q: 3 clusters Score -2.887501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 209821 members 
Entering Unmasked Estep 
Score: -28874996.000000 Penalty: 6080.679199
	Iteration 47Q: 3 clusters Score -2.8875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 209822 members 
Entering Unmasked Estep 
Score: -28875010.000000 Penalty: 6080.679199
	Iteration 48Q: 3 clusters Score -2.887501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 209825 members 
Entering Unmasked Estep 
Score: -28875016.000000 Penalty: 6080.679199
	Iteration 49Q: 3 clusters Score -2.887502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 209827 members 
Entering Unmasked Estep 
Score: -28875012.000000 Penalty: 6080.679199
	Iteration 50Q: 3 clusters Score -2.887501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 209831 members 
Entering Unmasked Estep 
Score: -28875018.000000 Penalty: 6080.679199
	Iteration 51Q: 3 clusters Score -2.887502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 209831 members 
Entering Unmasked Estep 
Score: -28875018.000000 Penalty: 6080.679199
	Iteration 52Q: 3 clusters Score -2.887502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 209833 members 
Entering Unmasked Estep 
Score: -28875016.000000 Penalty: 6080.679199
	Iteration 53Q: 3 clusters Score -2.887502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 209836 members 
Entering Unmasked Estep 
Score: -28875014.000000 Penalty: 6080.679199
	Iteration 54Q: 3 clusters Score -2.887501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 209842 members 
Entering Unmasked Estep 
Score: -28875020.000000 Penalty: 6080.679199
	Iteration 55Q: 3 clusters Score -2.887502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 209843 members 
Entering Unmasked Estep 
Score: -28875018.000000 Penalty: 6080.679199
	Iteration 56Q: 3 clusters Score -2.887502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 209844 members 
Entering Unmasked Estep 
Score: -28875028.000000 Penalty: 6080.679199
	Iteration 57Q: 3 clusters Score -2.887503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 209845 members 
Entering Unmasked Estep 
Score: -28875014.000000 Penalty: 6080.679199
	Iteration 58Q: 3 clusters Score -2.887501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 209846 members 
Entering Unmasked Estep 
Score: -28875024.000000 Penalty: 6080.679199
	Iteration 59Q: 3 clusters Score -2.887502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 209845 members 
Entering Unmasked Estep 
Score: -28875006.000000 Penalty: 6080.679199
	Iteration 60F: 3 clusters Score -2.887501e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Entering Unmasked Estep 
Score: -308430.500000 Penalty: 1934.033691
	Iteration 0F: 2 clusters Score -308430.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -305525.156250 Penalty: 3868.067383
	Iteration 0F: 3 clusters Score -305525.2 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -306276.656250 Penalty: 3868.067383
	Iteration 1F: 3 clusters Score -306276.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -307071.375000 Penalty: 3868.067383
	Iteration 2F: 3 clusters Score -307071.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -308242.468750 Penalty: 3868.067383
	Iteration 3F: 3 clusters Score -308242.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -309122.656250 Penalty: 3868.067383
	Iteration 4F: 3 clusters Score -309122.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -309657.750000 Penalty: 3868.067383
	Iteration 5F: 3 clusters Score -309657.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -309932.750000 Penalty: 3868.067383
	Iteration 6Q: 3 clusters Score -309932.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -310036.593750 Penalty: 3868.067383
	Iteration 7Q: 3 clusters Score -310036.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -310071.093750 Penalty: 3868.067383
	Iteration 8Q: 3 clusters Score -310071.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -310087.156250 Penalty: 3868.067383
	Iteration 9Q: 3 clusters Score -310087.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -310101.375000 Penalty: 3868.067383
	Iteration 10Q: 3 clusters Score -310101.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -310109.000000 Penalty: 3868.067383
	Iteration 11Q: 3 clusters Score -310109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -310120.281250 Penalty: 3868.067383
	Iteration 12Q: 3 clusters Score -310120.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -310128.593750 Penalty: 3868.067383
	Iteration 13Q: 3 clusters Score -310128.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -310133.750000 Penalty: 3868.067383
	Iteration 14Q: 3 clusters Score -310133.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -310135.687500 Penalty: 3868.067383
	Iteration 15Q: 3 clusters Score -310135.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -310138.656250 Penalty: 3868.067383
	Iteration 16Q: 3 clusters Score -310138.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -310143.531250 Penalty: 3868.067383
	Iteration 17Q: 3 clusters Score -310143.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -310147.187500 Penalty: 3868.067383
	Iteration 18Q: 3 clusters Score -310147.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -310148.812500 Penalty: 3868.067383
	Iteration 19Q: 3 clusters Score -310148.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -310150.156250 Penalty: 3868.067383
	Iteration 20F: 3 clusters Score -310150.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -310150.750000 Penalty: 3868.067383
	Iteration 21Q: 3 clusters Score -310150.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -310150.750000 Penalty: 3868.067383
	Iteration 22F: 3 clusters Score -310150.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 210962 members 
Mstep: Class 2 contains 1172 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 147605 members 
Mstep: Class 5 contains 14884 members 
Mstep: Class 8 contains 52341 members 
Mstep: Class 9 contains 127194 members 
Mstep: Class 10 contains 22077 members 
Mstep: Class 11 contains 171796 members 
Mstep: Class 14 contains 64767 members 
Mstep: Class 19 contains 12844 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 30463 members 
Entering Unmasked Estep 
Score: -116083456.000000 Penalty: 44048.285156
Splitting cluster 2 changes total score from -116083328.000000 to -116083456.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (147605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147605 members 
Entering Unmasked Estep 
Score: -20356660.000000 Penalty: 2951.769287
	Iteration 0F: 2 clusters Score -2.035666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73900 members 
Mstep: Class 2 contains 73705 members 
Entering Unmasked Estep 
Score: -20258328.000000 Penalty: 5903.538574
	Iteration 0F: 3 clusters Score -2.025833e+07 nChanged 70355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75425 members 
Mstep: Class 2 contains 72180 members 
Entering Unmasked Estep 
Score: -20299328.000000 Penalty: 5903.538574
	Iteration 1F: 3 clusters Score -2.029933e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76285 members 
Mstep: Class 2 contains 71320 members 
Entering Unmasked Estep 
Score: -20300248.000000 Penalty: 5903.538574
	Iteration 2Q: 3 clusters Score -2.030025e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77577 members 
Mstep: Class 2 contains 70028 members 
Entering Unmasked Estep 
Score: -20301494.000000 Penalty: 5903.538574
	Iteration 3Q: 3 clusters Score -2.030149e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79473 members 
Mstep: Class 2 contains 68132 members 
Entering Unmasked Estep 
Score: -20303168.000000 Penalty: 5903.538574
	Iteration 4Q: 3 clusters Score -2.030317e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82016 members 
Mstep: Class 2 contains 65589 members 
Entering Unmasked Estep 
Score: -20305482.000000 Penalty: 5903.538574
	Iteration 5Q: 3 clusters Score -2.030548e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85488 members 
Mstep: Class 2 contains 62117 members 
Entering Unmasked Estep 
Score: -20309064.000000 Penalty: 5903.538574
	Iteration 6Q: 3 clusters Score -2.030906e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89808 members 
Mstep: Class 2 contains 57797 members 
Entering Unmasked Estep 
Score: -20314056.000000 Penalty: 5903.538574
	Iteration 7F: 3 clusters Score -2.031406e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94596 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -20320924.000000 Penalty: 5903.538574
	Iteration 8F: 3 clusters Score -2.032092e+07 nChanged 8930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98992 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -20327634.000000 Penalty: 5903.538574
	Iteration 9F: 3 clusters Score -2.032763e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102567 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -20332214.000000 Penalty: 5903.538574
	Iteration 10F: 3 clusters Score -2.033221e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105495 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -20334760.000000 Penalty: 5903.538574
	Iteration 11Q: 3 clusters Score -2.033476e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108190 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -20336216.000000 Penalty: 5903.538574
	Iteration 12Q: 3 clusters Score -2.033622e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110933 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -20337382.000000 Penalty: 5903.538574
	Iteration 13Q: 3 clusters Score -2.033738e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113741 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -20338264.000000 Penalty: 5903.538574
	Iteration 14Q: 3 clusters Score -2.033826e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116511 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -20339454.000000 Penalty: 5903.538574
	Iteration 15Q: 3 clusters Score -2.033945e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119238 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -20340426.000000 Penalty: 5903.538574
	Iteration 16Q: 3 clusters Score -2.034043e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122035 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -20341630.000000 Penalty: 5903.538574
	Iteration 17Q: 3 clusters Score -2.034163e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124864 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -20342836.000000 Penalty: 5903.538574
	Iteration 18Q: 3 clusters Score -2.034284e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127731 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -20344156.000000 Penalty: 5903.538574
	Iteration 19Q: 3 clusters Score -2.034416e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130561 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -20345460.000000 Penalty: 5903.538574
	Iteration 20F: 3 clusters Score -2.034546e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133286 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -20346968.000000 Penalty: 5903.538574
	Iteration 21Q: 3 clusters Score -2.034697e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135823 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -20348322.000000 Penalty: 5903.538574
	Iteration 22Q: 3 clusters Score -2.034832e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138129 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -20349618.000000 Penalty: 5903.538574
	Iteration 23Q: 3 clusters Score -2.034962e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140113 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -20350652.000000 Penalty: 5903.538574
	Iteration 24Q: 3 clusters Score -2.035065e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141719 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -20351396.000000 Penalty: 5903.538574
	Iteration 25Q: 3 clusters Score -2.03514e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142996 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -20352042.000000 Penalty: 5903.538574
	Iteration 26Q: 3 clusters Score -2.035204e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143957 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -20352616.000000 Penalty: 5903.538574
	Iteration 27Q: 3 clusters Score -2.035262e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144674 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -20353028.000000 Penalty: 5903.538574
	Iteration 28Q: 3 clusters Score -2.035303e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145211 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -20353362.000000 Penalty: 5903.538574
	Iteration 29Q: 3 clusters Score -2.035336e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145584 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -20353604.000000 Penalty: 5903.538574
	Iteration 30Q: 3 clusters Score -2.03536e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145857 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -20353688.000000 Penalty: 5903.538574
	Iteration 31Q: 3 clusters Score -2.035369e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146037 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -20353756.000000 Penalty: 5903.538574
	Iteration 32Q: 3 clusters Score -2.035376e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146171 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -20353820.000000 Penalty: 5903.538574
	Iteration 33Q: 3 clusters Score -2.035382e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146278 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -20353842.000000 Penalty: 5903.538574
	Iteration 34Q: 3 clusters Score -2.035384e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146352 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -20353904.000000 Penalty: 5903.538574
	Iteration 35Q: 3 clusters Score -2.03539e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146428 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -20353940.000000 Penalty: 5903.538574
	Iteration 36Q: 3 clusters Score -2.035394e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146486 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -20353946.000000 Penalty: 5903.538574
	Iteration 37Q: 3 clusters Score -2.035395e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146529 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -20353966.000000 Penalty: 5903.538574
	Iteration 38Q: 3 clusters Score -2.035397e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146576 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -20354006.000000 Penalty: 5903.538574
	Iteration 39Q: 3 clusters Score -2.035401e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146605 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -20354048.000000 Penalty: 5903.538574
	Iteration 40F: 3 clusters Score -2.035405e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146627 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -20354066.000000 Penalty: 5903.538574
	Iteration 41Q: 3 clusters Score -2.035407e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146646 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -20354090.000000 Penalty: 5903.538574
	Iteration 42Q: 3 clusters Score -2.035409e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146661 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -20354104.000000 Penalty: 5903.538574
	Iteration 43Q: 3 clusters Score -2.03541e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146675 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -20354118.000000 Penalty: 5903.538574
	Iteration 44Q: 3 clusters Score -2.035412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146682 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -20354120.000000 Penalty: 5903.538574
	Iteration 45Q: 3 clusters Score -2.035412e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146694 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -20354116.000000 Penalty: 5903.538574
	Iteration 46Q: 3 clusters Score -2.035412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146704 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -20354114.000000 Penalty: 5903.538574
	Iteration 47Q: 3 clusters Score -2.035411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146717 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -20354120.000000 Penalty: 5903.538574
	Iteration 48Q: 3 clusters Score -2.035412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146731 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -20354132.000000 Penalty: 5903.538574
	Iteration 49Q: 3 clusters Score -2.035413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146742 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -20354154.000000 Penalty: 5903.538574
	Iteration 50Q: 3 clusters Score -2.035415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146749 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -20354154.000000 Penalty: 5903.538574
	Iteration 51Q: 3 clusters Score -2.035415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146757 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -20354148.000000 Penalty: 5903.538574
	Iteration 52Q: 3 clusters Score -2.035415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146757 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -20354158.000000 Penalty: 5903.538574
	Iteration 53Q: 3 clusters Score -2.035416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146759 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -20354164.000000 Penalty: 5903.538574
	Iteration 54Q: 3 clusters Score -2.035416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146762 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -20354174.000000 Penalty: 5903.538574
	Iteration 55Q: 3 clusters Score -2.035417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146766 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -20354182.000000 Penalty: 5903.538574
	Iteration 56Q: 3 clusters Score -2.035418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146770 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -20354176.000000 Penalty: 5903.538574
	Iteration 57Q: 3 clusters Score -2.035418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146771 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -20354160.000000 Penalty: 5903.538574
	Iteration 58Q: 3 clusters Score -2.035416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146776 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -20354168.000000 Penalty: 5903.538574
	Iteration 59Q: 3 clusters Score -2.035417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146778 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -20354192.000000 Penalty: 5903.538574
	Iteration 60F: 3 clusters Score -2.035419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146784 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -20354184.000000 Penalty: 5903.538574
	Iteration 61Q: 3 clusters Score -2.035418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146791 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -20354202.000000 Penalty: 5903.538574
	Iteration 62Q: 3 clusters Score -2.03542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146795 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -20354182.000000 Penalty: 5903.538574
	Iteration 63Q: 3 clusters Score -2.035418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146795 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -20354182.000000 Penalty: 5903.538574
	Iteration 64F: 3 clusters Score -2.035418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Entering Unmasked Estep 
Score: -1957967.750000 Penalty: 2382.794434
	Iteration 0F: 2 clusters Score -1957968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1947163.750000 Penalty: 4765.588867
	Iteration 0F: 3 clusters Score -1947164 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1950435.000000 Penalty: 4765.588867
	Iteration 1F: 3 clusters Score -1950435 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1950818.500000 Penalty: 4765.588867
	Iteration 2F: 3 clusters Score -1950818 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1951074.875000 Penalty: 4765.588867
	Iteration 3Q: 3 clusters Score -1951075 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1951281.875000 Penalty: 4765.588867
	Iteration 4Q: 3 clusters Score -1951282 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1951470.375000 Penalty: 4765.588867
	Iteration 5Q: 3 clusters Score -1951470 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1951623.500000 Penalty: 4765.588867
	Iteration 6Q: 3 clusters Score -1951624 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1951773.875000 Penalty: 4765.588867
	Iteration 7Q: 3 clusters Score -1951774 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1951936.500000 Penalty: 4765.588867
	Iteration 8Q: 3 clusters Score -1951936 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1952103.000000 Penalty: 4765.588867
	Iteration 9Q: 3 clusters Score -1952103 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1952305.250000 Penalty: 4765.588867
	Iteration 10Q: 3 clusters Score -1952305 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1952538.000000 Penalty: 4765.588867
	Iteration 11Q: 3 clusters Score -1952538 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1952785.500000 Penalty: 4765.588867
	Iteration 12Q: 3 clusters Score -1952786 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1953087.250000 Penalty: 4765.588867
	Iteration 13Q: 3 clusters Score -1953087 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1953472.750000 Penalty: 4765.588867
	Iteration 14Q: 3 clusters Score -1953473 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1953948.625000 Penalty: 4765.588867
	Iteration 15Q: 3 clusters Score -1953949 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1954441.375000 Penalty: 4765.588867
	Iteration 16Q: 3 clusters Score -1954441 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1954995.500000 Penalty: 4765.588867
	Iteration 17Q: 3 clusters Score -1954996 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1955416.000000 Penalty: 4765.588867
	Iteration 18Q: 3 clusters Score -1955416 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1955669.125000 Penalty: 4765.588867
	Iteration 19Q: 3 clusters Score -1955669 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1955836.250000 Penalty: 4765.588867
	Iteration 20F: 3 clusters Score -1955836 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1955922.375000 Penalty: 4765.588867
	Iteration 21Q: 3 clusters Score -1955922 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1955988.750000 Penalty: 4765.588867
	Iteration 22Q: 3 clusters Score -1955989 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1956025.250000 Penalty: 4765.588867
	Iteration 23Q: 3 clusters Score -1956025 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1956049.750000 Penalty: 4765.588867
	Iteration 24Q: 3 clusters Score -1956050 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1956072.250000 Penalty: 4765.588867
	Iteration 25Q: 3 clusters Score -1956072 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1956085.625000 Penalty: 4765.588867
	Iteration 26Q: 3 clusters Score -1956086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1956095.625000 Penalty: 4765.588867
	Iteration 27Q: 3 clusters Score -1956096 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1956104.500000 Penalty: 4765.588867
	Iteration 28Q: 3 clusters Score -1956104 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1956121.125000 Penalty: 4765.588867
	Iteration 29Q: 3 clusters Score -1956121 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1956126.000000 Penalty: 4765.588867
	Iteration 30Q: 3 clusters Score -1956126 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1956138.250000 Penalty: 4765.588867
	Iteration 31Q: 3 clusters Score -1956138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1956147.875000 Penalty: 4765.588867
	Iteration 32Q: 3 clusters Score -1956148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1956144.125000 Penalty: 4765.588867
	Iteration 33Q: 3 clusters Score -1956144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1956151.500000 Penalty: 4765.588867
	Iteration 34Q: 3 clusters Score -1956152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1956149.125000 Penalty: 4765.588867
	Iteration 35Q: 3 clusters Score -1956149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1956155.875000 Penalty: 4765.588867
	Iteration 36Q: 3 clusters Score -1956156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1956160.000000 Penalty: 4765.588867
	Iteration 37Q: 3 clusters Score -1956160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1956157.625000 Penalty: 4765.588867
	Iteration 38Q: 3 clusters Score -1956158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1956158.000000 Penalty: 4765.588867
	Iteration 39Q: 3 clusters Score -1956158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1956157.500000 Penalty: 4765.588867
	Iteration 40F: 3 clusters Score -1956158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1956154.375000 Penalty: 4765.588867
	Iteration 41Q: 3 clusters Score -1956154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1956155.375000 Penalty: 4765.588867
	Iteration 42Q: 3 clusters Score -1956155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1956156.125000 Penalty: 4765.588867
	Iteration 43Q: 3 clusters Score -1956156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1956158.000000 Penalty: 4765.588867
	Iteration 44Q: 3 clusters Score -1956158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1956157.000000 Penalty: 4765.588867
	Iteration 45Q: 3 clusters Score -1956157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1956155.750000 Penalty: 4765.588867
	Iteration 46Q: 3 clusters Score -1956156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1956156.750000 Penalty: 4765.588867
	Iteration 47Q: 3 clusters Score -1956157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1956158.125000 Penalty: 4765.588867
	Iteration 48Q: 3 clusters Score -1956158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1956157.500000 Penalty: 4765.588867
	Iteration 49Q: 3 clusters Score -1956158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1956157.625000 Penalty: 4765.588867
	Iteration 50Q: 3 clusters Score -1956158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1956162.125000 Penalty: 4765.588867
	Iteration 51Q: 3 clusters Score -1956162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1956163.125000 Penalty: 4765.588867
	Iteration 52Q: 3 clusters Score -1956163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1956163.875000 Penalty: 4765.588867
	Iteration 53Q: 3 clusters Score -1956164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1956167.125000 Penalty: 4765.588867
	Iteration 54Q: 3 clusters Score -1956167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1956166.375000 Penalty: 4765.588867
	Iteration 55Q: 3 clusters Score -1956166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1956167.000000 Penalty: 4765.588867
	Iteration 56Q: 3 clusters Score -1956167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1956165.750000 Penalty: 4765.588867
	Iteration 57Q: 3 clusters Score -1956166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1956167.500000 Penalty: 4765.588867
	Iteration 58Q: 3 clusters Score -1956168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1956169.250000 Penalty: 4765.588867
	Iteration 59Q: 3 clusters Score -1956169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1956169.375000 Penalty: 4765.588867
	Iteration 60F: 3 clusters Score -1956169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1956169.125000 Penalty: 4765.588867
	Iteration 61Q: 3 clusters Score -1956169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1956169.125000 Penalty: 4765.588867
	Iteration 62F: 3 clusters Score -1956169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (52341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Entering Unmasked Estep 
Score: -7283363.000000 Penalty: 2694.652832
	Iteration 0F: 2 clusters Score -7283363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -7248128.000000 Penalty: 5389.305664
	Iteration 0F: 3 clusters Score -7248128 nChanged 24317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -7261701.500000 Penalty: 5389.305664
	Iteration 1F: 3 clusters Score -7261702 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -7262524.500000 Penalty: 5389.305664
	Iteration 2Q: 3 clusters Score -7262524 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -7263682.500000 Penalty: 5389.305664
	Iteration 3Q: 3 clusters Score -7263682 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -7265584.500000 Penalty: 5389.305664
	Iteration 4F: 3 clusters Score -7265584 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -7268768.500000 Penalty: 5389.305664
	Iteration 5F: 3 clusters Score -7268768 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -7273119.500000 Penalty: 5389.305664
	Iteration 6F: 3 clusters Score -7273120 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -7277334.000000 Penalty: 5389.305664
	Iteration 7F: 3 clusters Score -7277334 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -7279859.500000 Penalty: 5389.305664
	Iteration 8Q: 3 clusters Score -7279860 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -7281042.000000 Penalty: 5389.305664
	Iteration 9Q: 3 clusters Score -7281042 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -7281578.000000 Penalty: 5389.305664
	Iteration 10Q: 3 clusters Score -7281578 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -7281816.000000 Penalty: 5389.305664
	Iteration 11Q: 3 clusters Score -7281816 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -7281929.000000 Penalty: 5389.305664
	Iteration 12Q: 3 clusters Score -7281929 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -7282016.500000 Penalty: 5389.305664
	Iteration 13Q: 3 clusters Score -7282016 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -7282060.500000 Penalty: 5389.305664
	Iteration 14Q: 3 clusters Score -7282060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -7282092.000000 Penalty: 5389.305664
	Iteration 15Q: 3 clusters Score -7282092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -7282121.000000 Penalty: 5389.305664
	Iteration 16Q: 3 clusters Score -7282121 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 51389 members 
Entering Unmasked Estep 
Score: -7282133.500000 Penalty: 5389.305664
	Iteration 17Q: 3 clusters Score -7282134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -7282152.500000 Penalty: 5389.305664
	Iteration 18Q: 3 clusters Score -7282152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -7282177.500000 Penalty: 5389.305664
	Iteration 19Q: 3 clusters Score -7282178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 51438 members 
Entering Unmasked Estep 
Score: -7282178.500000 Penalty: 5389.305664
	Iteration 20F: 3 clusters Score -7282178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -7282180.500000 Penalty: 5389.305664
	Iteration 21Q: 3 clusters Score -7282180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -7282185.000000 Penalty: 5389.305664
	Iteration 22Q: 3 clusters Score -7282185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -7282190.000000 Penalty: 5389.305664
	Iteration 23Q: 3 clusters Score -7282190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -7282196.500000 Penalty: 5389.305664
	Iteration 24Q: 3 clusters Score -7282196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -7282194.500000 Penalty: 5389.305664
	Iteration 25Q: 3 clusters Score -7282194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -7282197.500000 Penalty: 5389.305664
	Iteration 26Q: 3 clusters Score -7282198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 51472 members 
Entering Unmasked Estep 
Score: -7282199.000000 Penalty: 5389.305664
	Iteration 27Q: 3 clusters Score -7282199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -7282202.000000 Penalty: 5389.305664
	Iteration 28Q: 3 clusters Score -7282202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -7282207.500000 Penalty: 5389.305664
	Iteration 29Q: 3 clusters Score -7282208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -7282208.500000 Penalty: 5389.305664
	Iteration 30Q: 3 clusters Score -7282208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -7282213.000000 Penalty: 5389.305664
	Iteration 31Q: 3 clusters Score -7282213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -7282213.000000 Penalty: 5389.305664
	Iteration 32F: 3 clusters Score -7282213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (127194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127194 members 
Entering Unmasked Estep 
Score: -17540152.000000 Penalty: 2914.860107
	Iteration 0F: 2 clusters Score -1.754015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 63835 members 
Entering Unmasked Estep 
Score: -17454826.000000 Penalty: 5829.720215
	Iteration 0F: 3 clusters Score -1.745483e+07 nChanged 60584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 67303 members 
Entering Unmasked Estep 
Score: -17490114.000000 Penalty: 5829.720215
	Iteration 1F: 3 clusters Score -1.749011e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 69557 members 
Entering Unmasked Estep 
Score: -17491166.000000 Penalty: 5829.720215
	Iteration 2Q: 3 clusters Score -1.749117e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 73020 members 
Entering Unmasked Estep 
Score: -17492888.000000 Penalty: 5829.720215
	Iteration 3Q: 3 clusters Score -1.749289e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 78250 members 
Entering Unmasked Estep 
Score: -17495308.000000 Penalty: 5829.720215
	Iteration 4Q: 3 clusters Score -1.749531e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 85791 members 
Entering Unmasked Estep 
Score: -17499866.000000 Penalty: 5829.720215
	Iteration 5F: 3 clusters Score -1.749987e+07 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 95640 members 
Entering Unmasked Estep 
Score: -17507310.000000 Penalty: 5829.720215
	Iteration 6F: 3 clusters Score -1.750731e+07 nChanged 11357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 106979 members 
Entering Unmasked Estep 
Score: -17517804.000000 Penalty: 5829.720215
	Iteration 7F: 3 clusters Score -1.75178e+07 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 117141 members 
Entering Unmasked Estep 
Score: -17527902.000000 Penalty: 5829.720215
	Iteration 8F: 3 clusters Score -1.75279e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 123395 members 
Entering Unmasked Estep 
Score: -17534060.000000 Penalty: 5829.720215
	Iteration 9Q: 3 clusters Score -1.753406e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 125961 members 
Entering Unmasked Estep 
Score: -17536330.000000 Penalty: 5829.720215
	Iteration 10Q: 3 clusters Score -1.753633e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 126710 members 
Entering Unmasked Estep 
Score: -17537024.000000 Penalty: 5829.720215
	Iteration 11Q: 3 clusters Score -1.753702e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 126886 members 
Entering Unmasked Estep 
Score: -17537290.000000 Penalty: 5829.720215
	Iteration 12Q: 3 clusters Score -1.753729e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 126930 members 
Entering Unmasked Estep 
Score: -17537380.000000 Penalty: 5829.720215
	Iteration 13Q: 3 clusters Score -1.753738e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 126948 members 
Entering Unmasked Estep 
Score: -17537434.000000 Penalty: 5829.720215
	Iteration 14Q: 3 clusters Score -1.753743e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 126954 members 
Entering Unmasked Estep 
Score: -17537470.000000 Penalty: 5829.720215
	Iteration 15Q: 3 clusters Score -1.753747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 126963 members 
Entering Unmasked Estep 
Score: -17537478.000000 Penalty: 5829.720215
	Iteration 16Q: 3 clusters Score -1.753748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 126964 members 
Entering Unmasked Estep 
Score: -17537492.000000 Penalty: 5829.720215
	Iteration 17Q: 3 clusters Score -1.753749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 126965 members 
Entering Unmasked Estep 
Score: -17537492.000000 Penalty: 5829.720215
	Iteration 18Q: 3 clusters Score -1.753749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 126968 members 
Entering Unmasked Estep 
Score: -17537506.000000 Penalty: 5829.720215
	Iteration 19Q: 3 clusters Score -1.753751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 126971 members 
Entering Unmasked Estep 
Score: -17537508.000000 Penalty: 5829.720215
	Iteration 20F: 3 clusters Score -1.753751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 126971 members 
Entering Unmasked Estep 
Score: -17537520.000000 Penalty: 5829.720215
	Iteration 21Q: 3 clusters Score -1.753752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 126973 members 
Entering Unmasked Estep 
Score: -17537528.000000 Penalty: 5829.720215
	Iteration 22Q: 3 clusters Score -1.753753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 126971 members 
Entering Unmasked Estep 
Score: -17537530.000000 Penalty: 5829.720215
	Iteration 23Q: 3 clusters Score -1.753753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 126971 members 
Entering Unmasked Estep 
Score: -17537524.000000 Penalty: 5829.720215
	Iteration 24Q: 3 clusters Score -1.753752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 126972 members 
Entering Unmasked Estep 
Score: -17537528.000000 Penalty: 5829.720215
	Iteration 25Q: 3 clusters Score -1.753753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 126971 members 
Entering Unmasked Estep 
Score: -17537530.000000 Penalty: 5829.720215
	Iteration 26Q: 3 clusters Score -1.753753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 126972 members 
Entering Unmasked Estep 
Score: -17537526.000000 Penalty: 5829.720215
	Iteration 27Q: 3 clusters Score -1.753753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 126971 members 
Entering Unmasked Estep 
Score: -17537534.000000 Penalty: 5829.720215
	Iteration 28Q: 3 clusters Score -1.753753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 126970 members 
Entering Unmasked Estep 
Score: -17537528.000000 Penalty: 5829.720215
	Iteration 29Q: 3 clusters Score -1.753753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 126970 members 
Entering Unmasked Estep 
Score: -17537528.000000 Penalty: 5829.720215
	Iteration 30F: 3 clusters Score -1.753753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Entering Unmasked Estep 
Score: -2930992.000000 Penalty: 2480.568359
	Iteration 0F: 2 clusters Score -2930992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2915628.000000 Penalty: 4961.136719
	Iteration 0F: 3 clusters Score -2915628 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2920796.250000 Penalty: 4961.136719
	Iteration 1F: 3 clusters Score -2920796 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2921186.250000 Penalty: 4961.136719
	Iteration 2F: 3 clusters Score -2921186 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2921537.250000 Penalty: 4961.136719
	Iteration 3Q: 3 clusters Score -2921537 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2921839.500000 Penalty: 4961.136719
	Iteration 4Q: 3 clusters Score -2921840 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2922080.250000 Penalty: 4961.136719
	Iteration 5Q: 3 clusters Score -2922080 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2922294.750000 Penalty: 4961.136719
	Iteration 6Q: 3 clusters Score -2922295 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2922517.500000 Penalty: 4961.136719
	Iteration 7Q: 3 clusters Score -2922518 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2922707.750000 Penalty: 4961.136719
	Iteration 8Q: 3 clusters Score -2922708 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2922886.000000 Penalty: 4961.136719
	Iteration 9Q: 3 clusters Score -2922886 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2923050.250000 Penalty: 4961.136719
	Iteration 10Q: 3 clusters Score -2923050 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2923255.250000 Penalty: 4961.136719
	Iteration 11Q: 3 clusters Score -2923255 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2923542.000000 Penalty: 4961.136719
	Iteration 12Q: 3 clusters Score -2923542 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2923896.500000 Penalty: 4961.136719
	Iteration 13Q: 3 clusters Score -2923896 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2924389.750000 Penalty: 4961.136719
	Iteration 14Q: 3 clusters Score -2924390 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2925098.500000 Penalty: 4961.136719
	Iteration 15F: 3 clusters Score -2925098 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2925967.750000 Penalty: 4961.136719
	Iteration 16F: 3 clusters Score -2925968 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2926930.000000 Penalty: 4961.136719
	Iteration 17F: 3 clusters Score -2926930 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2927842.250000 Penalty: 4961.136719
	Iteration 18Q: 3 clusters Score -2927842 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -2928534.000000 Penalty: 4961.136719
	Iteration 19Q: 3 clusters Score -2928534 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -2928940.250000 Penalty: 4961.136719
	Iteration 20F: 3 clusters Score -2928940 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -2929191.500000 Penalty: 4961.136719
	Iteration 21Q: 3 clusters Score -2929192 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -2929318.750000 Penalty: 4961.136719
	Iteration 22Q: 3 clusters Score -2929319 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -2929354.000000 Penalty: 4961.136719
	Iteration 23Q: 3 clusters Score -2929354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2929379.750000 Penalty: 4961.136719
	Iteration 24Q: 3 clusters Score -2929380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -2929403.750000 Penalty: 4961.136719
	Iteration 25Q: 3 clusters Score -2929404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -2929421.000000 Penalty: 4961.136719
	Iteration 26Q: 3 clusters Score -2929421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2929422.500000 Penalty: 4961.136719
	Iteration 27Q: 3 clusters Score -2929422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2929431.750000 Penalty: 4961.136719
	Iteration 28Q: 3 clusters Score -2929432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2929434.500000 Penalty: 4961.136719
	Iteration 29Q: 3 clusters Score -2929434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -2929434.000000 Penalty: 4961.136719
	Iteration 30Q: 3 clusters Score -2929434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -2929435.000000 Penalty: 4961.136719
	Iteration 31Q: 3 clusters Score -2929435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -2929435.000000 Penalty: 4961.136719
	Iteration 32F: 3 clusters Score -2929435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (171796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171796 members 
Entering Unmasked Estep 
Score: -23593952.000000 Penalty: 2989.407471
	Iteration 0F: 2 clusters Score -2.359395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85358 members 
Mstep: Class 2 contains 86438 members 
Entering Unmasked Estep 
Score: -23481582.000000 Penalty: 5978.814941
	Iteration 0F: 3 clusters Score -2.348158e+07 nChanged 82259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75427 members 
Mstep: Class 2 contains 96369 members 
Entering Unmasked Estep 
Score: -23530794.000000 Penalty: 5978.814941
	Iteration 1F: 3 clusters Score -2.353079e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69396 members 
Mstep: Class 2 contains 102400 members 
Entering Unmasked Estep 
Score: -23533712.000000 Penalty: 5978.814941
	Iteration 2Q: 3 clusters Score -2.353371e+07 nChanged 10439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60065 members 
Mstep: Class 2 contains 111731 members 
Entering Unmasked Estep 
Score: -23539846.000000 Penalty: 5978.814941
	Iteration 3F: 3 clusters Score -2.353985e+07 nChanged 13729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 124546 members 
Entering Unmasked Estep 
Score: -23550768.000000 Penalty: 5978.814941
	Iteration 4F: 3 clusters Score -2.355077e+07 nChanged 15677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 139277 members 
Entering Unmasked Estep 
Score: -23565204.000000 Penalty: 5978.814941
	Iteration 5F: 3 clusters Score -2.35652e+07 nChanged 13714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 152387 members 
Entering Unmasked Estep 
Score: -23578508.000000 Penalty: 5978.814941
	Iteration 6F: 3 clusters Score -2.357851e+07 nChanged 8818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 160997 members 
Entering Unmasked Estep 
Score: -23586552.000000 Penalty: 5978.814941
	Iteration 7F: 3 clusters Score -2.358655e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 165187 members 
Entering Unmasked Estep 
Score: -23590228.000000 Penalty: 5978.814941
	Iteration 8Q: 3 clusters Score -2.359023e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 167005 members 
Entering Unmasked Estep 
Score: -23591746.000000 Penalty: 5978.814941
	Iteration 9Q: 3 clusters Score -2.359175e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 167847 members 
Entering Unmasked Estep 
Score: -23592256.000000 Penalty: 5978.814941
	Iteration 10Q: 3 clusters Score -2.359226e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 168348 members 
Entering Unmasked Estep 
Score: -23592414.000000 Penalty: 5978.814941
	Iteration 11Q: 3 clusters Score -2.359241e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 168692 members 
Entering Unmasked Estep 
Score: -23592574.000000 Penalty: 5978.814941
	Iteration 12Q: 3 clusters Score -2.359257e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 168943 members 
Entering Unmasked Estep 
Score: -23592610.000000 Penalty: 5978.814941
	Iteration 13Q: 3 clusters Score -2.359261e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 169146 members 
Entering Unmasked Estep 
Score: -23592648.000000 Penalty: 5978.814941
	Iteration 14Q: 3 clusters Score -2.359265e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 169301 members 
Entering Unmasked Estep 
Score: -23592632.000000 Penalty: 5978.814941
	Iteration 15Q: 3 clusters Score -2.359263e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 169417 members 
Entering Unmasked Estep 
Score: -23592606.000000 Penalty: 5978.814941
	Iteration 16Q: 3 clusters Score -2.359261e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 169496 members 
Entering Unmasked Estep 
Score: -23592558.000000 Penalty: 5978.814941
	Iteration 17Q: 3 clusters Score -2.359256e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 169559 members 
Entering Unmasked Estep 
Score: -23592570.000000 Penalty: 5978.814941
	Iteration 18Q: 3 clusters Score -2.359257e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 169609 members 
Entering Unmasked Estep 
Score: -23592564.000000 Penalty: 5978.814941
	Iteration 19Q: 3 clusters Score -2.359256e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 169661 members 
Entering Unmasked Estep 
Score: -23592576.000000 Penalty: 5978.814941
	Iteration 20F: 3 clusters Score -2.359258e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 169695 members 
Entering Unmasked Estep 
Score: -23592562.000000 Penalty: 5978.814941
	Iteration 21Q: 3 clusters Score -2.359256e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 169732 members 
Entering Unmasked Estep 
Score: -23592578.000000 Penalty: 5978.814941
	Iteration 22Q: 3 clusters Score -2.359258e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 169765 members 
Entering Unmasked Estep 
Score: -23592526.000000 Penalty: 5978.814941
	Iteration 23Q: 3 clusters Score -2.359253e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 169786 members 
Entering Unmasked Estep 
Score: -23592530.000000 Penalty: 5978.814941
	Iteration 24Q: 3 clusters Score -2.359253e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 169801 members 
Entering Unmasked Estep 
Score: -23592546.000000 Penalty: 5978.814941
	Iteration 25Q: 3 clusters Score -2.359255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 169814 members 
Entering Unmasked Estep 
Score: -23592546.000000 Penalty: 5978.814941
	Iteration 26Q: 3 clusters Score -2.359255e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 169829 members 
Entering Unmasked Estep 
Score: -23592540.000000 Penalty: 5978.814941
	Iteration 27Q: 3 clusters Score -2.359254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 169844 members 
Entering Unmasked Estep 
Score: -23592548.000000 Penalty: 5978.814941
	Iteration 28Q: 3 clusters Score -2.359255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 169855 members 
Entering Unmasked Estep 
Score: -23592552.000000 Penalty: 5978.814941
	Iteration 29Q: 3 clusters Score -2.359255e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 169868 members 
Entering Unmasked Estep 
Score: -23592534.000000 Penalty: 5978.814941
	Iteration 30Q: 3 clusters Score -2.359253e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 169882 members 
Entering Unmasked Estep 
Score: -23592556.000000 Penalty: 5978.814941
	Iteration 31Q: 3 clusters Score -2.359256e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 169899 members 
Entering Unmasked Estep 
Score: -23592544.000000 Penalty: 5978.814941
	Iteration 32Q: 3 clusters Score -2.359254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 169913 members 
Entering Unmasked Estep 
Score: -23592548.000000 Penalty: 5978.814941
	Iteration 33Q: 3 clusters Score -2.359255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 169924 members 
Entering Unmasked Estep 
Score: -23592542.000000 Penalty: 5978.814941
	Iteration 34Q: 3 clusters Score -2.359254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 169937 members 
Entering Unmasked Estep 
Score: -23592554.000000 Penalty: 5978.814941
	Iteration 35Q: 3 clusters Score -2.359255e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 169949 members 
Entering Unmasked Estep 
Score: -23592554.000000 Penalty: 5978.814941
	Iteration 36Q: 3 clusters Score -2.359255e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 169964 members 
Entering Unmasked Estep 
Score: -23592550.000000 Penalty: 5978.814941
	Iteration 37Q: 3 clusters Score -2.359255e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 169980 members 
Entering Unmasked Estep 
Score: -23592562.000000 Penalty: 5978.814941
	Iteration 38Q: 3 clusters Score -2.359256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 169991 members 
Entering Unmasked Estep 
Score: -23592548.000000 Penalty: 5978.814941
	Iteration 39Q: 3 clusters Score -2.359255e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 170007 members 
Entering Unmasked Estep 
Score: -23592548.000000 Penalty: 5978.814941
	Iteration 40F: 3 clusters Score -2.359255e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 170017 members 
Entering Unmasked Estep 
Score: -23592544.000000 Penalty: 5978.814941
	Iteration 41Q: 3 clusters Score -2.359254e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 170031 members 
Entering Unmasked Estep 
Score: -23592512.000000 Penalty: 5978.814941
	Iteration 42Q: 3 clusters Score -2.359251e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 170047 members 
Entering Unmasked Estep 
Score: -23592544.000000 Penalty: 5978.814941
	Iteration 43Q: 3 clusters Score -2.359254e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 170067 members 
Entering Unmasked Estep 
Score: -23592564.000000 Penalty: 5978.814941
	Iteration 44Q: 3 clusters Score -2.359256e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 170086 members 
Entering Unmasked Estep 
Score: -23592542.000000 Penalty: 5978.814941
	Iteration 45Q: 3 clusters Score -2.359254e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 170094 members 
Entering Unmasked Estep 
Score: -23592554.000000 Penalty: 5978.814941
	Iteration 46Q: 3 clusters Score -2.359255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 170101 members 
Entering Unmasked Estep 
Score: -23592530.000000 Penalty: 5978.814941
	Iteration 47Q: 3 clusters Score -2.359253e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 170113 members 
Entering Unmasked Estep 
Score: -23592548.000000 Penalty: 5978.814941
	Iteration 48Q: 3 clusters Score -2.359255e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 170129 members 
Entering Unmasked Estep 
Score: -23592546.000000 Penalty: 5978.814941
	Iteration 49Q: 3 clusters Score -2.359255e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 170139 members 
Entering Unmasked Estep 
Score: -23592572.000000 Penalty: 5978.814941
	Iteration 50Q: 3 clusters Score -2.359257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 170142 members 
Entering Unmasked Estep 
Score: -23592568.000000 Penalty: 5978.814941
	Iteration 51Q: 3 clusters Score -2.359257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 170145 members 
Entering Unmasked Estep 
Score: -23592556.000000 Penalty: 5978.814941
	Iteration 52Q: 3 clusters Score -2.359256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 170147 members 
Entering Unmasked Estep 
Score: -23592578.000000 Penalty: 5978.814941
	Iteration 53Q: 3 clusters Score -2.359258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 170149 members 
Entering Unmasked Estep 
Score: -23592574.000000 Penalty: 5978.814941
	Iteration 54Q: 3 clusters Score -2.359257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 170152 members 
Entering Unmasked Estep 
Score: -23592568.000000 Penalty: 5978.814941
	Iteration 55Q: 3 clusters Score -2.359257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 170156 members 
Entering Unmasked Estep 
Score: -23592598.000000 Penalty: 5978.814941
	Iteration 56Q: 3 clusters Score -2.35926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 170157 members 
Entering Unmasked Estep 
Score: -23592588.000000 Penalty: 5978.814941
	Iteration 57Q: 3 clusters Score -2.359259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 170160 members 
Entering Unmasked Estep 
Score: -23592576.000000 Penalty: 5978.814941
	Iteration 58Q: 3 clusters Score -2.359258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 170162 members 
Entering Unmasked Estep 
Score: -23592580.000000 Penalty: 5978.814941
	Iteration 59Q: 3 clusters Score -2.359258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 170162 members 
Entering Unmasked Estep 
Score: -23592580.000000 Penalty: 5978.814941
	Iteration 60F: 3 clusters Score -2.359258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (64767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64767 members 
Entering Unmasked Estep 
Score: -8946522.000000 Penalty: 2747.480713
	Iteration 0F: 2 clusters Score -8946522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -8903243.000000 Penalty: 5494.961426
	Iteration 0F: 3 clusters Score -8903243 nChanged 30037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -8920094.000000 Penalty: 5494.961426
	Iteration 1F: 3 clusters Score -8920094 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -8920718.000000 Penalty: 5494.961426
	Iteration 2Q: 3 clusters Score -8920718 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -8921357.000000 Penalty: 5494.961426
	Iteration 3Q: 3 clusters Score -8921357 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -8922257.000000 Penalty: 5494.961426
	Iteration 4Q: 3 clusters Score -8922257 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -8923566.000000 Penalty: 5494.961426
	Iteration 5Q: 3 clusters Score -8923566 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -8925136.000000 Penalty: 5494.961426
	Iteration 6Q: 3 clusters Score -8925136 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -8926958.000000 Penalty: 5494.961426
	Iteration 7F: 3 clusters Score -8926958 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -8929298.000000 Penalty: 5494.961426
	Iteration 8F: 3 clusters Score -8929298 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -8931731.000000 Penalty: 5494.961426
	Iteration 9F: 3 clusters Score -8931731 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -8933725.000000 Penalty: 5494.961426
	Iteration 10F: 3 clusters Score -8933725 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -8934887.000000 Penalty: 5494.961426
	Iteration 11Q: 3 clusters Score -8934887 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -8935498.000000 Penalty: 5494.961426
	Iteration 12Q: 3 clusters Score -8935498 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -8935758.000000 Penalty: 5494.961426
	Iteration 13Q: 3 clusters Score -8935758 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -8935888.000000 Penalty: 5494.961426
	Iteration 14Q: 3 clusters Score -8935888 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -8936041.000000 Penalty: 5494.961426
	Iteration 15Q: 3 clusters Score -8936041 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -8936127.000000 Penalty: 5494.961426
	Iteration 16Q: 3 clusters Score -8936127 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -8936212.000000 Penalty: 5494.961426
	Iteration 17Q: 3 clusters Score -8936212 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -8936287.000000 Penalty: 5494.961426
	Iteration 18Q: 3 clusters Score -8936287 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -8936347.000000 Penalty: 5494.961426
	Iteration 19Q: 3 clusters Score -8936347 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -8936390.000000 Penalty: 5494.961426
	Iteration 20F: 3 clusters Score -8936390 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -8936455.000000 Penalty: 5494.961426
	Iteration 21Q: 3 clusters Score -8936455 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -8936483.000000 Penalty: 5494.961426
	Iteration 22Q: 3 clusters Score -8936483 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -8936554.000000 Penalty: 5494.961426
	Iteration 23Q: 3 clusters Score -8936554 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -8936657.000000 Penalty: 5494.961426
	Iteration 24Q: 3 clusters Score -8936657 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -8936760.000000 Penalty: 5494.961426
	Iteration 25Q: 3 clusters Score -8936760 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -8936845.000000 Penalty: 5494.961426
	Iteration 26Q: 3 clusters Score -8936845 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -8936897.000000 Penalty: 5494.961426
	Iteration 27Q: 3 clusters Score -8936897 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -8936973.000000 Penalty: 5494.961426
	Iteration 28Q: 3 clusters Score -8936973 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -8937061.000000 Penalty: 5494.961426
	Iteration 29Q: 3 clusters Score -8937061 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -8937133.000000 Penalty: 5494.961426
	Iteration 30Q: 3 clusters Score -8937133 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -8937232.000000 Penalty: 5494.961426
	Iteration 31Q: 3 clusters Score -8937232 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -8937274.000000 Penalty: 5494.961426
	Iteration 32Q: 3 clusters Score -8937274 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -8937356.000000 Penalty: 5494.961426
	Iteration 33Q: 3 clusters Score -8937356 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -8937426.000000 Penalty: 5494.961426
	Iteration 34Q: 3 clusters Score -8937426 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -8937447.000000 Penalty: 5494.961426
	Iteration 35Q: 3 clusters Score -8937447 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -8937462.000000 Penalty: 5494.961426
	Iteration 36Q: 3 clusters Score -8937462 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -8937482.000000 Penalty: 5494.961426
	Iteration 37Q: 3 clusters Score -8937482 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -8937503.000000 Penalty: 5494.961426
	Iteration 38Q: 3 clusters Score -8937503 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -8937540.000000 Penalty: 5494.961426
	Iteration 39Q: 3 clusters Score -8937540 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -8937550.000000 Penalty: 5494.961426
	Iteration 40F: 3 clusters Score -8937550 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -8937571.000000 Penalty: 5494.961426
	Iteration 41Q: 3 clusters Score -8937571 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -8937587.000000 Penalty: 5494.961426
	Iteration 42Q: 3 clusters Score -8937587 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -8937592.000000 Penalty: 5494.961426
	Iteration 43Q: 3 clusters Score -8937592 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -8937627.000000 Penalty: 5494.961426
	Iteration 44Q: 3 clusters Score -8937627 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -8937645.000000 Penalty: 5494.961426
	Iteration 45Q: 3 clusters Score -8937645 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -8937625.000000 Penalty: 5494.961426
	Iteration 46Q: 3 clusters Score -8937625 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -8937627.000000 Penalty: 5494.961426
	Iteration 47Q: 3 clusters Score -8937627 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -8937679.000000 Penalty: 5494.961426
	Iteration 48Q: 3 clusters Score -8937679 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -8937691.000000 Penalty: 5494.961426
	Iteration 49Q: 3 clusters Score -8937691 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -8937676.000000 Penalty: 5494.961426
	Iteration 50Q: 3 clusters Score -8937676 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -8937693.000000 Penalty: 5494.961426
	Iteration 51Q: 3 clusters Score -8937693 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -8937709.000000 Penalty: 5494.961426
	Iteration 52Q: 3 clusters Score -8937709 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -8937685.000000 Penalty: 5494.961426
	Iteration 53Q: 3 clusters Score -8937685 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -8937694.000000 Penalty: 5494.961426
	Iteration 54Q: 3 clusters Score -8937694 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -8937702.000000 Penalty: 5494.961426
	Iteration 55Q: 3 clusters Score -8937702 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -8937715.000000 Penalty: 5494.961426
	Iteration 56Q: 3 clusters Score -8937715 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -8937728.000000 Penalty: 5494.961426
	Iteration 57Q: 3 clusters Score -8937728 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -8937751.000000 Penalty: 5494.961426
	Iteration 58Q: 3 clusters Score -8937751 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -8937760.000000 Penalty: 5494.961426
	Iteration 59Q: 3 clusters Score -8937760 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -8937768.000000 Penalty: 5494.961426
	Iteration 60F: 3 clusters Score -8937768 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -8937779.000000 Penalty: 5494.961426
	Iteration 61Q: 3 clusters Score -8937779 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -8937798.000000 Penalty: 5494.961426
	Iteration 62Q: 3 clusters Score -8937798 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -8937824.000000 Penalty: 5494.961426
	Iteration 63Q: 3 clusters Score -8937824 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -8937813.000000 Penalty: 5494.961426
	Iteration 64Q: 3 clusters Score -8937813 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -8937830.000000 Penalty: 5494.961426
	Iteration 65Q: 3 clusters Score -8937830 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -8937829.000000 Penalty: 5494.961426
	Iteration 66Q: 3 clusters Score -8937829 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -8937871.000000 Penalty: 5494.961426
	Iteration 67Q: 3 clusters Score -8937871 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -8937883.000000 Penalty: 5494.961426
	Iteration 68Q: 3 clusters Score -8937883 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -8937882.000000 Penalty: 5494.961426
	Iteration 69Q: 3 clusters Score -8937882 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -8937923.000000 Penalty: 5494.961426
	Iteration 70Q: 3 clusters Score -8937923 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -8937943.000000 Penalty: 5494.961426
	Iteration 71Q: 3 clusters Score -8937943 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -8937922.000000 Penalty: 5494.961426
	Iteration 72Q: 3 clusters Score -8937922 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -8937945.000000 Penalty: 5494.961426
	Iteration 73Q: 3 clusters Score -8937945 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -8937974.000000 Penalty: 5494.961426
	Iteration 74Q: 3 clusters Score -8937974 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -8937978.000000 Penalty: 5494.961426
	Iteration 75Q: 3 clusters Score -8937978 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -8937980.000000 Penalty: 5494.961426
	Iteration 76Q: 3 clusters Score -8937980 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -8938009.000000 Penalty: 5494.961426
	Iteration 77Q: 3 clusters Score -8938009 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -8937981.000000 Penalty: 5494.961426
	Iteration 78Q: 3 clusters Score -8937981 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -8937976.000000 Penalty: 5494.961426
	Iteration 79Q: 3 clusters Score -8937976 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -8937993.000000 Penalty: 5494.961426
	Iteration 80F: 3 clusters Score -8937993 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -8938013.000000 Penalty: 5494.961426
	Iteration 81Q: 3 clusters Score -8938013 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -8938034.000000 Penalty: 5494.961426
	Iteration 82Q: 3 clusters Score -8938034 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -8938061.000000 Penalty: 5494.961426
	Iteration 83Q: 3 clusters Score -8938061 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -8938050.000000 Penalty: 5494.961426
	Iteration 84Q: 3 clusters Score -8938050 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -8938050.000000 Penalty: 5494.961426
	Iteration 85Q: 3 clusters Score -8938050 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -8938068.000000 Penalty: 5494.961426
	Iteration 86Q: 3 clusters Score -8938068 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -8938077.000000 Penalty: 5494.961426
	Iteration 87Q: 3 clusters Score -8938077 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -8938095.000000 Penalty: 5494.961426
	Iteration 88Q: 3 clusters Score -8938095 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -8938136.000000 Penalty: 5494.961426
	Iteration 89Q: 3 clusters Score -8938136 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -8938148.000000 Penalty: 5494.961426
	Iteration 90Q: 3 clusters Score -8938148 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -8938182.000000 Penalty: 5494.961426
	Iteration 91Q: 3 clusters Score -8938182 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -8938180.000000 Penalty: 5494.961426
	Iteration 92Q: 3 clusters Score -8938180 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -8938216.000000 Penalty: 5494.961426
	Iteration 93Q: 3 clusters Score -8938216 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -8938219.000000 Penalty: 5494.961426
	Iteration 94Q: 3 clusters Score -8938219 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -8938280.000000 Penalty: 5494.961426
	Iteration 95Q: 3 clusters Score -8938280 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -8938316.000000 Penalty: 5494.961426
	Iteration 96Q: 3 clusters Score -8938316 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -8938330.000000 Penalty: 5494.961426
	Iteration 97Q: 3 clusters Score -8938330 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -8938409.000000 Penalty: 5494.961426
	Iteration 98Q: 3 clusters Score -8938409 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -8938448.000000 Penalty: 5494.961426
	Iteration 99Q: 3 clusters Score -8938448 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -8938555.000000 Penalty: 5494.961426
	Iteration 100F: 3 clusters Score -8938555 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -8938649.000000 Penalty: 5494.961426
	Iteration 101Q: 3 clusters Score -8938649 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -8938714.000000 Penalty: 5494.961426
	Iteration 102Q: 3 clusters Score -8938714 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -8938813.000000 Penalty: 5494.961426
	Iteration 103Q: 3 clusters Score -8938813 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -8938872.000000 Penalty: 5494.961426
	Iteration 104Q: 3 clusters Score -8938872 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -8938985.000000 Penalty: 5494.961426
	Iteration 105Q: 3 clusters Score -8938985 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -8939140.000000 Penalty: 5494.961426
	Iteration 106Q: 3 clusters Score -8939140 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -8939230.000000 Penalty: 5494.961426
	Iteration 107Q: 3 clusters Score -8939230 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -8939331.000000 Penalty: 5494.961426
	Iteration 108Q: 3 clusters Score -8939331 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -8939539.000000 Penalty: 5494.961426
	Iteration 109Q: 3 clusters Score -8939539 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -8939689.000000 Penalty: 5494.961426
	Iteration 110Q: 3 clusters Score -8939689 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -8939901.000000 Penalty: 5494.961426
	Iteration 111Q: 3 clusters Score -8939901 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -8940102.000000 Penalty: 5494.961426
	Iteration 112Q: 3 clusters Score -8940102 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 48575 members 
Entering Unmasked Estep 
Score: -8940297.000000 Penalty: 5494.961426
	Iteration 113Q: 3 clusters Score -8940297 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 49247 members 
Entering Unmasked Estep 
Score: -8940428.000000 Penalty: 5494.961426
	Iteration 114Q: 3 clusters Score -8940428 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -8940600.000000 Penalty: 5494.961426
	Iteration 115Q: 3 clusters Score -8940600 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -8940819.000000 Penalty: 5494.961426
	Iteration 116Q: 3 clusters Score -8940819 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -8941014.000000 Penalty: 5494.961426
	Iteration 117Q: 3 clusters Score -8941014 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -8941189.000000 Penalty: 5494.961426
	Iteration 118Q: 3 clusters Score -8941189 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -8941339.000000 Penalty: 5494.961426
	Iteration 119Q: 3 clusters Score -8941339 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
Score: -8941501.000000 Penalty: 5494.961426
	Iteration 120F: 3 clusters Score -8941501 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 53626 members 
Entering Unmasked Estep 
Score: -8941645.000000 Penalty: 5494.961426
	Iteration 121Q: 3 clusters Score -8941645 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -8941755.000000 Penalty: 5494.961426
	Iteration 122Q: 3 clusters Score -8941755 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -8941902.000000 Penalty: 5494.961426
	Iteration 123Q: 3 clusters Score -8941902 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
Score: -8942002.000000 Penalty: 5494.961426
	Iteration 124Q: 3 clusters Score -8942002 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 55651 members 
Entering Unmasked Estep 
Score: -8942167.000000 Penalty: 5494.961426
	Iteration 125Q: 3 clusters Score -8942167 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 56135 members 
Entering Unmasked Estep 
Score: -8942328.000000 Penalty: 5494.961426
	Iteration 126Q: 3 clusters Score -8942328 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -8942472.000000 Penalty: 5494.961426
	Iteration 127Q: 3 clusters Score -8942472 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -8942623.000000 Penalty: 5494.961426
	Iteration 128Q: 3 clusters Score -8942623 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 57517 members 
Entering Unmasked Estep 
Score: -8942721.000000 Penalty: 5494.961426
	Iteration 129Q: 3 clusters Score -8942721 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 57902 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8942795 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 58286 members 
Entering Unmasked Estep 
Score: -8942911.000000 Penalty: 5494.961426
	Iteration 131Q: 3 clusters Score -8942911 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -8943052.000000 Penalty: 5494.961426
	Iteration 132Q: 3 clusters Score -8943052 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 58996 members 
Entering Unmasked Estep 
Score: -8943106.000000 Penalty: 5494.961426
	Iteration 133Q: 3 clusters Score -8943106 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
Score: -8943214.000000 Penalty: 5494.961426
	Iteration 134Q: 3 clusters Score -8943214 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -8943283.000000 Penalty: 5494.961426
	Iteration 135Q: 3 clusters Score -8943283 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
Score: -8943357.000000 Penalty: 5494.961426
	Iteration 136Q: 3 clusters Score -8943357 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 60061 members 
Entering Unmasked Estep 
Score: -8943411.000000 Penalty: 5494.961426
	Iteration 137Q: 3 clusters Score -8943411 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 60251 members 
Entering Unmasked Estep 
Score: -8943490.000000 Penalty: 5494.961426
	Iteration 138Q: 3 clusters Score -8943490 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 60440 members 
Entering Unmasked Estep 
Score: -8943529.000000 Penalty: 5494.961426
	Iteration 139Q: 3 clusters Score -8943529 nChanged 162
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 60602 members 
Entering Unmasked Estep 
Score: -8943552.000000 Penalty: 5494.961426
	Iteration 140F: 3 clusters Score -8943552 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -8943599.000000 Penalty: 5494.961426
	Iteration 141Q: 3 clusters Score -8943599 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -8943651.000000 Penalty: 5494.961426
	Iteration 142Q: 3 clusters Score -8943651 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -8943700.000000 Penalty: 5494.961426
	Iteration 143Q: 3 clusters Score -8943700 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 61175 members 
Entering Unmasked Estep 
Score: -8943724.000000 Penalty: 5494.961426
	Iteration 144Q: 3 clusters Score -8943724 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 61296 members 
Entering Unmasked Estep 
Score: -8943737.000000 Penalty: 5494.961426
	Iteration 145Q: 3 clusters Score -8943737 nChanged 126
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Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 61422 members 
Entering Unmasked Estep 
Score: -8943799.000000 Penalty: 5494.961426
	Iteration 146Q: 3 clusters Score -8943799 nChanged 127
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Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 61549 members 
Entering Unmasked Estep 
Score: -8943823.000000 Penalty: 5494.961426
	Iteration 147Q: 3 clusters Score -8943823 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 61662 members 
Entering Unmasked Estep 
Score: -8943878.000000 Penalty: 5494.961426
	Iteration 148Q: 3 clusters Score -8943878 nChanged 101
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Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
Score: -8943895.000000 Penalty: 5494.961426
	Iteration 149Q: 3 clusters Score -8943895 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 61863 members 
Entering Unmasked Estep 
Score: -8943924.000000 Penalty: 5494.961426
	Iteration 150Q: 3 clusters Score -8943924 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -8943946.000000 Penalty: 5494.961426
	Iteration 151Q: 3 clusters Score -8943946 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -8943971.000000 Penalty: 5494.961426
	Iteration 152Q: 3 clusters Score -8943971 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 62123 members 
Entering Unmasked Estep 
Score: -8943989.000000 Penalty: 5494.961426
	Iteration 153Q: 3 clusters Score -8943989 nChanged 66
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Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 62189 members 
Entering Unmasked Estep 
Score: -8944010.000000 Penalty: 5494.961426
	Iteration 154Q: 3 clusters Score -8944010 nChanged 68
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Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 62255 members 
Entering Unmasked Estep 
Score: -8944017.000000 Penalty: 5494.961426
	Iteration 155Q: 3 clusters Score -8944017 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 62309 members 
Entering Unmasked Estep 
Score: -8944039.000000 Penalty: 5494.961426
	Iteration 156Q: 3 clusters Score -8944039 nChanged 52
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Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
Score: -8944049.000000 Penalty: 5494.961426
	Iteration 157Q: 3 clusters Score -8944049 nChanged 43
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Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -8944036.000000 Penalty: 5494.961426
	Iteration 158Q: 3 clusters Score -8944036 nChanged 38
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Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
Score: -8944044.000000 Penalty: 5494.961426
	Iteration 159Q: 3 clusters Score -8944044 nChanged 26
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Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -8944057.000000 Penalty: 5494.961426
	Iteration 160F: 3 clusters Score -8944057 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 62495 members 
Entering Unmasked Estep 
Score: -8944077.000000 Penalty: 5494.961426
	Iteration 161Q: 3 clusters Score -8944077 nChanged 27
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Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8944071 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 62549 members 
Entering Unmasked Estep 
Score: -8944073.000000 Penalty: 5494.961426
	Iteration 163Q: 3 clusters Score -8944073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 62566 members 
Entering Unmasked Estep 
Score: -8944075.000000 Penalty: 5494.961426
	Iteration 164Q: 3 clusters Score -8944075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 62583 members 
Entering Unmasked Estep 
Score: -8944082.000000 Penalty: 5494.961426
	Iteration 165Q: 3 clusters Score -8944082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 62601 members 
Entering Unmasked Estep 
Score: -8944083.000000 Penalty: 5494.961426
	Iteration 166Q: 3 clusters Score -8944083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 62615 members 
Entering Unmasked Estep 
Score: -8944076.000000 Penalty: 5494.961426
	Iteration 167Q: 3 clusters Score -8944076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 62633 members 
Entering Unmasked Estep 
Score: -8944074.000000 Penalty: 5494.961426
	Iteration 168Q: 3 clusters Score -8944074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 62648 members 
Entering Unmasked Estep 
Score: -8944076.000000 Penalty: 5494.961426
	Iteration 169Q: 3 clusters Score -8944076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 62660 members 
Entering Unmasked Estep 
Score: -8944084.000000 Penalty: 5494.961426
	Iteration 170Q: 3 clusters Score -8944084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 62674 members 
Entering Unmasked Estep 
Score: -8944086.000000 Penalty: 5494.961426
	Iteration 171Q: 3 clusters Score -8944086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -8944098.000000 Penalty: 5494.961426
	Iteration 172Q: 3 clusters Score -8944098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 62699 members 
Entering Unmasked Estep 
Score: -8944101.000000 Penalty: 5494.961426
	Iteration 173Q: 3 clusters Score -8944101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 62712 members 
Entering Unmasked Estep 
Score: -8944115.000000 Penalty: 5494.961426
	Iteration 174Q: 3 clusters Score -8944115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 62729 members 
Entering Unmasked Estep 
Score: -8944125.000000 Penalty: 5494.961426
	Iteration 175Q: 3 clusters Score -8944125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 62742 members 
Entering Unmasked Estep 
Score: -8944115.000000 Penalty: 5494.961426
	Iteration 176Q: 3 clusters Score -8944115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -8944121.000000 Penalty: 5494.961426
	Iteration 177Q: 3 clusters Score -8944121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 62763 members 
Entering Unmasked Estep 
Score: -8944120.000000 Penalty: 5494.961426
	Iteration 178Q: 3 clusters Score -8944120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -8944123.000000 Penalty: 5494.961426
	Iteration 179Q: 3 clusters Score -8944123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 62778 members 
Entering Unmasked Estep 
Score: -8944116.000000 Penalty: 5494.961426
	Iteration 180F: 3 clusters Score -8944116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 62784 members 
Entering Unmasked Estep 
Score: -8944120.000000 Penalty: 5494.961426
	Iteration 181Q: 3 clusters Score -8944120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 62793 members 
Entering Unmasked Estep 
Score: -8944120.000000 Penalty: 5494.961426
	Iteration 182Q: 3 clusters Score -8944120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -8944113.000000 Penalty: 5494.961426
	Iteration 183Q: 3 clusters Score -8944113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -8944141.000000 Penalty: 5494.961426
	Iteration 184Q: 3 clusters Score -8944141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 62844 members 
Entering Unmasked Estep 
Score: -8944150.000000 Penalty: 5494.961426
	Iteration 185Q: 3 clusters Score -8944150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 62866 members 
Entering Unmasked Estep 
Score: -8944153.000000 Penalty: 5494.961426
	Iteration 186Q: 3 clusters Score -8944153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 62881 members 
Entering Unmasked Estep 
Score: -8944168.000000 Penalty: 5494.961426
	Iteration 187Q: 3 clusters Score -8944168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 62898 members 
Entering Unmasked Estep 
Score: -8944152.000000 Penalty: 5494.961426
	Iteration 188Q: 3 clusters Score -8944152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 62921 members 
Entering Unmasked Estep 
Score: -8944151.000000 Penalty: 5494.961426
	Iteration 189Q: 3 clusters Score -8944151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 62933 members 
Entering Unmasked Estep 
Score: -8944159.000000 Penalty: 5494.961426
	Iteration 190Q: 3 clusters Score -8944159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 62949 members 
Entering Unmasked Estep 
Score: -8944166.000000 Penalty: 5494.961426
	Iteration 191Q: 3 clusters Score -8944166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 62963 members 
Entering Unmasked Estep 
Score: -8944173.000000 Penalty: 5494.961426
	Iteration 192Q: 3 clusters Score -8944173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -8944183.000000 Penalty: 5494.961426
	Iteration 193Q: 3 clusters Score -8944183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -8944179.000000 Penalty: 5494.961426
	Iteration 194Q: 3 clusters Score -8944179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 62979 members 
Entering Unmasked Estep 
Score: -8944178.000000 Penalty: 5494.961426
	Iteration 195Q: 3 clusters Score -8944178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 62984 members 
Entering Unmasked Estep 
Score: -8944166.000000 Penalty: 5494.961426
	Iteration 196Q: 3 clusters Score -8944166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 62990 members 
Entering Unmasked Estep 
Score: -8944174.000000 Penalty: 5494.961426
	Iteration 197Q: 3 clusters Score -8944174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 62995 members 
Entering Unmasked Estep 
Score: -8944165.000000 Penalty: 5494.961426
	Iteration 198Q: 3 clusters Score -8944165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -8944170.000000 Penalty: 5494.961426
	Iteration 199Q: 3 clusters Score -8944170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 62998 members 
Entering Unmasked Estep 
Score: -8944173.000000 Penalty: 5494.961426
	Iteration 200F: 3 clusters Score -8944173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
Score: -8944180.000000 Penalty: 5494.961426
	Iteration 201Q: 3 clusters Score -8944180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 63006 members 
Entering Unmasked Estep 
Score: -8944180.000000 Penalty: 5494.961426
	Iteration 202Q: 3 clusters Score -8944180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -8944177.000000 Penalty: 5494.961426
	Iteration 203Q: 3 clusters Score -8944177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 63013 members 
Entering Unmasked Estep 
Score: -8944179.000000 Penalty: 5494.961426
	Iteration 204Q: 3 clusters Score -8944179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 63021 members 
Entering Unmasked Estep 
Score: -8944172.000000 Penalty: 5494.961426
	Iteration 205Q: 3 clusters Score -8944172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 63025 members 
Entering Unmasked Estep 
Score: -8944176.000000 Penalty: 5494.961426
	Iteration 206Q: 3 clusters Score -8944176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 63029 members 
Entering Unmasked Estep 
Score: -8944175.000000 Penalty: 5494.961426
	Iteration 207Q: 3 clusters Score -8944175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -8944184.000000 Penalty: 5494.961426
	Iteration 208Q: 3 clusters Score -8944184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 63035 members 
Entering Unmasked Estep 
Score: -8944174.000000 Penalty: 5494.961426
	Iteration 209Q: 3 clusters Score -8944174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 63038 members 
Entering Unmasked Estep 
Score: -8944186.000000 Penalty: 5494.961426
	Iteration 210Q: 3 clusters Score -8944186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 63039 members 
Entering Unmasked Estep 
Score: -8944188.000000 Penalty: 5494.961426
	Iteration 211Q: 3 clusters Score -8944188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
Score: -8944187.000000 Penalty: 5494.961426
	Iteration 212Q: 3 clusters Score -8944187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 63043 members 
Entering Unmasked Estep 
Score: -8944189.000000 Penalty: 5494.961426
	Iteration 213Q: 3 clusters Score -8944189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -8944181.000000 Penalty: 5494.961426
	Iteration 214Q: 3 clusters Score -8944181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 63045 members 
Entering Unmasked Estep 
Score: -8944181.000000 Penalty: 5494.961426
	Iteration 215Q: 3 clusters Score -8944181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 63045 members 
Entering Unmasked Estep 
Score: -8944181.000000 Penalty: 5494.961426
	Iteration 216F: 3 clusters Score -8944181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Entering Unmasked Estep 
Score: -1787032.125000 Penalty: 2346.236816
	Iteration 0F: 2 clusters Score -1787032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1777492.375000 Penalty: 4692.473633
	Iteration 0F: 3 clusters Score -1777492 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1780335.625000 Penalty: 4692.473633
	Iteration 1F: 3 clusters Score -1780336 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1780653.375000 Penalty: 4692.473633
	Iteration 2F: 3 clusters Score -1780653 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1780859.125000 Penalty: 4692.473633
	Iteration 3Q: 3 clusters Score -1780859 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1781049.250000 Penalty: 4692.473633
	Iteration 4Q: 3 clusters Score -1781049 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1781230.250000 Penalty: 4692.473633
	Iteration 5Q: 3 clusters Score -1781230 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1781412.250000 Penalty: 4692.473633
	Iteration 6Q: 3 clusters Score -1781412 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1781625.250000 Penalty: 4692.473633
	Iteration 7Q: 3 clusters Score -1781625 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1781879.875000 Penalty: 4692.473633
	Iteration 8Q: 3 clusters Score -1781880 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1782211.125000 Penalty: 4692.473633
	Iteration 9Q: 3 clusters Score -1782211 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1782603.125000 Penalty: 4692.473633
	Iteration 10Q: 3 clusters Score -1782603 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1783101.500000 Penalty: 4692.473633
	Iteration 11Q: 3 clusters Score -1783102 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1783633.875000 Penalty: 4692.473633
	Iteration 12Q: 3 clusters Score -1783634 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1784062.375000 Penalty: 4692.473633
	Iteration 13Q: 3 clusters Score -1784062 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1784356.000000 Penalty: 4692.473633
	Iteration 14Q: 3 clusters Score -1784356 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1784560.750000 Penalty: 4692.473633
	Iteration 15Q: 3 clusters Score -1784561 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1784681.875000 Penalty: 4692.473633
	Iteration 16Q: 3 clusters Score -1784682 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1784751.500000 Penalty: 4692.473633
	Iteration 17Q: 3 clusters Score -1784752 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1784791.625000 Penalty: 4692.473633
	Iteration 18Q: 3 clusters Score -1784792 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1784823.750000 Penalty: 4692.473633
	Iteration 19Q: 3 clusters Score -1784824 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1784855.000000 Penalty: 4692.473633
	Iteration 20F: 3 clusters Score -1784855 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1784876.500000 Penalty: 4692.473633
	Iteration 21Q: 3 clusters Score -1784876 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1784895.375000 Penalty: 4692.473633
	Iteration 22Q: 3 clusters Score -1784895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1784908.250000 Penalty: 4692.473633
	Iteration 23Q: 3 clusters Score -1784908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1784918.750000 Penalty: 4692.473633
	Iteration 24Q: 3 clusters Score -1784919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1784928.000000 Penalty: 4692.473633
	Iteration 25Q: 3 clusters Score -1784928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1784942.375000 Penalty: 4692.473633
	Iteration 26Q: 3 clusters Score -1784942 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1784962.875000 Penalty: 4692.473633
	Iteration 27Q: 3 clusters Score -1784963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1784977.750000 Penalty: 4692.473633
	Iteration 28Q: 3 clusters Score -1784978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1784991.375000 Penalty: 4692.473633
	Iteration 29Q: 3 clusters Score -1784991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1784996.625000 Penalty: 4692.473633
	Iteration 30Q: 3 clusters Score -1784997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1784998.750000 Penalty: 4692.473633
	Iteration 31Q: 3 clusters Score -1784999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1785000.750000 Penalty: 4692.473633
	Iteration 32Q: 3 clusters Score -1785001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1785006.125000 Penalty: 4692.473633
	Iteration 33Q: 3 clusters Score -1785006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1785014.625000 Penalty: 4692.473633
	Iteration 34Q: 3 clusters Score -1785015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1785016.750000 Penalty: 4692.473633
	Iteration 35Q: 3 clusters Score -1785017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1785018.625000 Penalty: 4692.473633
	Iteration 36Q: 3 clusters Score -1785019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1785021.250000 Penalty: 4692.473633
	Iteration 37Q: 3 clusters Score -1785021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1785022.250000 Penalty: 4692.473633
	Iteration 38Q: 3 clusters Score -1785022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1785021.750000 Penalty: 4692.473633
	Iteration 39Q: 3 clusters Score -1785022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1785023.250000 Penalty: 4692.473633
	Iteration 40F: 3 clusters Score -1785023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1785024.500000 Penalty: 4692.473633
	Iteration 41Q: 3 clusters Score -1785024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1785026.125000 Penalty: 4692.473633
	Iteration 42Q: 3 clusters Score -1785026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1785025.500000 Penalty: 4692.473633
	Iteration 43Q: 3 clusters Score -1785026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1785025.500000 Penalty: 4692.473633
	Iteration 44F: 3 clusters Score -1785026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -95458.546875 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -95458.55 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 417 members 
Entering Unmasked Estep 
Score: -93801.453125 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -93801.45 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -94385.851562 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -94385.85 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -94963.796875 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -94963.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -95745.648438 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -95745.65 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -95993.609375 Penalty: 3342.123535
	Iteration 4F: 3 clusters Score -95993.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -96113.234375 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -96113.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -96220.000000 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -96220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -96301.718750 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -96301.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -96386.835938 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -96386.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -96570.304688 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -96570.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -96655.515625 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -96655.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -96696.679688 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -96696.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -96753.789062 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -96753.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -96810.945312 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -96810.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -96897.468750 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -96897.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -96931.695312 Penalty: 3342.123535
	Iteration 15Q: 3 clusters Score -96931.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -96963.640625 Penalty: 3342.123535
	Iteration 16Q: 3 clusters Score -96963.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -96978.656250 Penalty: 3342.123535
	Iteration 17Q: 3 clusters Score -96978.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -96981.992188 Penalty: 3342.123535
	Iteration 18Q: 3 clusters Score -96981.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -96995.039062 Penalty: 3342.123535
	Iteration 19F: 3 clusters Score -96995.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -97038.523438 Penalty: 3342.123535
	Iteration 20F: 3 clusters Score -97038.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -97051.164062 Penalty: 3342.123535
	Iteration 21Q: 3 clusters Score -97051.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97058.062500 Penalty: 3342.123535
	Iteration 22Q: 3 clusters Score -97058.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -97059.710938 Penalty: 3342.123535
	Iteration 23Q: 3 clusters Score -97059.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -97070.835938 Penalty: 3342.123535
	Iteration 24Q: 3 clusters Score -97070.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -97070.835938 Penalty: 3342.123535
	Iteration 25F: 3 clusters Score -97070.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 210962 members 
Mstep: Class 2 contains 1172 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 147605 members 
Mstep: Class 5 contains 14884 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 8 contains 52341 members 
Mstep: Class 9 contains 127194 members 
Mstep: Class 10 contains 22077 members 
Mstep: Class 11 contains 171796 members 
Mstep: Class 14 contains 64767 members 
Mstep: Class 19 contains 12844 members 
Mstep: Class 20 contains 481 members 
Mstep: Class 21 contains 30463 members 
Entering Unmasked Estep 
Score: -116083488.000000 Penalty: 47436.613281
Splitting cluster 20 changes total score from -116083328.000000 to -116083488.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 21 (30463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Entering Unmasked Estep 
Score: -4142277.000000 Penalty: 2560.418457
	Iteration 0F: 2 clusters Score -4142277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -4121476.750000 Penalty: 5120.836914
	Iteration 0F: 3 clusters Score -4121477 nChanged 13710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -4128770.500000 Penalty: 5120.836914
	Iteration 1F: 3 clusters Score -4128770 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -4129126.500000 Penalty: 5120.836914
	Iteration 2Q: 3 clusters Score -4129126 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -4129396.750000 Penalty: 5120.836914
	Iteration 3Q: 3 clusters Score -4129397 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -4129640.500000 Penalty: 5120.836914
	Iteration 4Q: 3 clusters Score -4129640 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -4129810.250000 Penalty: 5120.836914
	Iteration 5Q: 3 clusters Score -4129810 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -4129942.250000 Penalty: 5120.836914
	Iteration 6Q: 3 clusters Score -4129942 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -4130088.750000 Penalty: 5120.836914
	Iteration 7Q: 3 clusters Score -4130089 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -4130239.750000 Penalty: 5120.836914
	Iteration 8Q: 3 clusters Score -4130240 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -4130399.500000 Penalty: 5120.836914
	Iteration 9Q: 3 clusters Score -4130400 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -4130604.000000 Penalty: 5120.836914
	Iteration 10Q: 3 clusters Score -4130604 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -4130901.250000 Penalty: 5120.836914
	Iteration 11Q: 3 clusters Score -4130901 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -4131355.500000 Penalty: 5120.836914
	Iteration 12Q: 3 clusters Score -4131356 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -4132046.000000 Penalty: 5120.836914
	Iteration 13Q: 3 clusters Score -4132046 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -4133231.750000 Penalty: 5120.836914
	Iteration 14F: 3 clusters Score -4133232 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -4134957.250000 Penalty: 5120.836914
	Iteration 15F: 3 clusters Score -4134957 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -4136901.500000 Penalty: 5120.836914
	Iteration 16F: 3 clusters Score -4136902 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -4138410.500000 Penalty: 5120.836914
	Iteration 17F: 3 clusters Score -4138410 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -4139279.000000 Penalty: 5120.836914
	Iteration 18Q: 3 clusters Score -4139279 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -4139711.750000 Penalty: 5120.836914
	Iteration 19Q: 3 clusters Score -4139712 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -4139873.500000 Penalty: 5120.836914
	Iteration 20F: 3 clusters Score -4139874 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -4139957.750000 Penalty: 5120.836914
	Iteration 21Q: 3 clusters Score -4139958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -4139992.000000 Penalty: 5120.836914
	Iteration 22Q: 3 clusters Score -4139992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -4140020.500000 Penalty: 5120.836914
	Iteration 23Q: 3 clusters Score -4140020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -4140037.500000 Penalty: 5120.836914
	Iteration 24Q: 3 clusters Score -4140038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -4140047.250000 Penalty: 5120.836914
	Iteration 25Q: 3 clusters Score -4140047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -4140056.250000 Penalty: 5120.836914
	Iteration 26Q: 3 clusters Score -4140056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -4140061.500000 Penalty: 5120.836914
	Iteration 27Q: 3 clusters Score -4140062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -4140066.750000 Penalty: 5120.836914
	Iteration 28Q: 3 clusters Score -4140067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -4140074.000000 Penalty: 5120.836914
	Iteration 29Q: 3 clusters Score -4140074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -4140080.500000 Penalty: 5120.836914
	Iteration 30Q: 3 clusters Score -4140080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -4140082.250000 Penalty: 5120.836914
	Iteration 31Q: 3 clusters Score -4140082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -4140083.750000 Penalty: 5120.836914
	Iteration 32Q: 3 clusters Score -4140084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -4140083.750000 Penalty: 5120.836914
	Iteration 33F: 3 clusters Score -4140084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 210962 members 
Mstep: Class 2 contains 1172 members 
Mstep: Class 4 contains 147605 members 
Mstep: Class 5 contains 14884 members 
Mstep: Class 8 contains 52341 members 
Mstep: Class 9 contains 127194 members 
Mstep: Class 10 contains 22077 members 
Mstep: Class 11 contains 171796 members 
Mstep: Class 14 contains 64767 members 
Mstep: Class 19 contains 12844 members 
Mstep: Class 20 contains 481 members 
Mstep: Class 21 contains 30463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083624.000000 Penalty: 47436.613281
Iteration 119Q: 15 clusters Score -1.160836e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 211034 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 147795 members 
Mstep: Class 5 contains 14885 members 
Mstep: Class 6 contains 362 members 
Mstep: Class 8 contains 52356 members 
Mstep: Class 9 contains 126540 members 
Mstep: Class 10 contains 22008 members 
Mstep: Class 11 contains 171969 members 
Mstep: Class 14 contains 64870 members 
Mstep: Class 19 contains 12884 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 30534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083680.000000 Penalty: 47436.613281
Iteration 120F: 15 clusters Score -1.160837e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211164 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 147993 members 
Mstep: Class 5 contains 14863 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 8 contains 52374 members 
Mstep: Class 9 contains 125902 members 
Mstep: Class 10 contains 21960 members 
Mstep: Class 11 contains 172108 members 
Mstep: Class 14 contains 64982 members 
Mstep: Class 19 contains 12908 members 
Mstep: Class 20 contains 541 members 
Mstep: Class 21 contains 30584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083504.000000 Penalty: 47436.613281
Iteration 121Q: 15 clusters Score -1.160835e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211320 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 148209 members 
Mstep: Class 5 contains 14862 members 
Mstep: Class 6 contains 388 members 
Mstep: Class 8 contains 52374 members 
Mstep: Class 9 contains 125258 members 
Mstep: Class 10 contains 21915 members 
Mstep: Class 11 contains 172237 members 
Mstep: Class 14 contains 65081 members 
Mstep: Class 19 contains 12943 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 30632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083248.000000 Penalty: 47436.613281
Iteration 122Q: 15 clusters Score -1.160832e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211443 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 4 contains 148428 members 
Mstep: Class 5 contains 14862 members 
Mstep: Class 6 contains 392 members 
Mstep: Class 8 contains 52398 members 
Mstep: Class 9 contains 124666 members 
Mstep: Class 10 contains 21877 members 
Mstep: Class 11 contains 172324 members 
Mstep: Class 14 contains 65169 members 
Mstep: Class 19 contains 12981 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 30680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083144.000000 Penalty: 47436.613281
Iteration 123Q: 15 clusters Score -1.160831e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211530 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 148652 members 
Mstep: Class 5 contains 14858 members 
Mstep: Class 6 contains 394 members 
Mstep: Class 8 contains 52428 members 
Mstep: Class 9 contains 124104 members 
Mstep: Class 10 contains 21844 members 
Mstep: Class 11 contains 172424 members 
Mstep: Class 14 contains 65243 members 
Mstep: Class 19 contains 13020 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 30724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083048.000000 Penalty: 47436.613281
Iteration 124Q: 15 clusters Score -1.16083e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211603 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 148878 members 
Mstep: Class 5 contains 14855 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52442 members 
Mstep: Class 9 contains 123531 members 
Mstep: Class 10 contains 21810 members 
Mstep: Class 11 contains 172535 members 
Mstep: Class 14 contains 65340 members 
Mstep: Class 19 contains 13069 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 30763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083016.000000 Penalty: 47436.613281
Iteration 125Q: 15 clusters Score -1.16083e+08 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211646 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 149066 members 
Mstep: Class 5 contains 14862 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52464 members 
Mstep: Class 9 contains 122971 members 
Mstep: Class 10 contains 21772 members 
Mstep: Class 11 contains 172694 members 
Mstep: Class 14 contains 65436 members 
Mstep: Class 19 contains 13106 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 30809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082992.000000 Penalty: 47436.613281
Iteration 126Q: 15 clusters Score -1.16083e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211668 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 149289 members 
Mstep: Class 5 contains 14865 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52469 members 
Mstep: Class 9 contains 122420 members 
Mstep: Class 10 contains 21722 members 
Mstep: Class 11 contains 172856 members 
Mstep: Class 14 contains 65530 members 
Mstep: Class 19 contains 13142 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 30865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083016.000000 Penalty: 47436.613281
Iteration 127Q: 15 clusters Score -1.16083e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211649 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 149550 members 
Mstep: Class 5 contains 14862 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52470 members 
Mstep: Class 9 contains 121881 members 
Mstep: Class 10 contains 21693 members 
Mstep: Class 11 contains 173023 members 
Mstep: Class 14 contains 65626 members 
Mstep: Class 19 contains 13173 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 30899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082808.000000 Penalty: 47436.613281
Iteration 128Q: 15 clusters Score -1.160828e+08 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211673 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 149816 members 
Mstep: Class 5 contains 14861 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52473 members 
Mstep: Class 9 contains 121344 members 
Mstep: Class 10 contains 21673 members 
Mstep: Class 11 contains 173156 members 
Mstep: Class 14 contains 65716 members 
Mstep: Class 19 contains 13186 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 30928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083048.000000 Penalty: 47436.613281
Iteration 129Q: 15 clusters Score -1.16083e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211693 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 150098 members 
Mstep: Class 5 contains 14853 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52484 members 
Mstep: Class 9 contains 120840 members 
Mstep: Class 10 contains 21660 members 
Mstep: Class 11 contains 173263 members 
Mstep: Class 14 contains 65794 members 
Mstep: Class 19 contains 13195 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 30945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083048.000000 Penalty: 47436.613281
Iteration 130Q: 15 clusters Score -1.16083e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211715 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 150326 members 
Mstep: Class 5 contains 14847 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52495 members 
Mstep: Class 9 contains 120341 members 
Mstep: Class 10 contains 21643 members 
Mstep: Class 11 contains 173394 members 
Mstep: Class 14 contains 65889 members 
Mstep: Class 19 contains 13213 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 30962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083072.000000 Penalty: 47436.613281
Iteration 131Q: 15 clusters Score -1.160831e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211741 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 150572 members 
Mstep: Class 5 contains 14840 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52509 members 
Mstep: Class 9 contains 119856 members 
Mstep: Class 10 contains 21623 members 
Mstep: Class 11 contains 173512 members 
Mstep: Class 14 contains 65967 members 
Mstep: Class 19 contains 13229 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 30975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082824.000000 Penalty: 47436.613281
Iteration 132Q: 15 clusters Score -1.160828e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211769 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 150773 members 
Mstep: Class 5 contains 14829 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52526 members 
Mstep: Class 9 contains 119423 members 
Mstep: Class 10 contains 21609 members 
Mstep: Class 11 contains 173611 members 
Mstep: Class 14 contains 66037 members 
Mstep: Class 19 contains 13254 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 30992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082520.000000 Penalty: 47436.613281
Iteration 133Q: 15 clusters Score -1.160825e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211764 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 150976 members 
Mstep: Class 5 contains 14827 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52543 members 
Mstep: Class 9 contains 118958 members 
Mstep: Class 10 contains 21598 members 
Mstep: Class 11 contains 173751 members 
Mstep: Class 14 contains 66112 members 
Mstep: Class 19 contains 13292 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082424.000000 Penalty: 47436.613281
Iteration 134Q: 15 clusters Score -1.160824e+08 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211796 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 151184 members 
Mstep: Class 5 contains 14828 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52556 members 
Mstep: Class 9 contains 118511 members 
Mstep: Class 10 contains 21582 members 
Mstep: Class 11 contains 173857 members 
Mstep: Class 14 contains 66156 members 
Mstep: Class 19 contains 13333 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082200.000000 Penalty: 47436.613281
Iteration 135Q: 15 clusters Score -1.160822e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211830 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 151400 members 
Mstep: Class 5 contains 14830 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52568 members 
Mstep: Class 9 contains 118076 members 
Mstep: Class 10 contains 21572 members 
Mstep: Class 11 contains 173958 members 
Mstep: Class 14 contains 66201 members 
Mstep: Class 19 contains 13361 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082120.000000 Penalty: 47436.613281
Iteration 136Q: 15 clusters Score -1.160821e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211838 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 151619 members 
Mstep: Class 5 contains 14828 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52585 members 
Mstep: Class 9 contains 117649 members 
Mstep: Class 10 contains 21562 members 
Mstep: Class 11 contains 174074 members 
Mstep: Class 14 contains 66242 members 
Mstep: Class 19 contains 13389 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081856.000000 Penalty: 47436.613281
Iteration 137Q: 15 clusters Score -1.160819e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211869 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 151809 members 
Mstep: Class 5 contains 14833 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52609 members 
Mstep: Class 9 contains 117231 members 
Mstep: Class 10 contains 21556 members 
Mstep: Class 11 contains 174198 members 
Mstep: Class 14 contains 66269 members 
Mstep: Class 19 contains 13407 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081720.000000 Penalty: 47436.613281
Iteration 138Q: 15 clusters Score -1.160817e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211925 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 151964 members 
Mstep: Class 5 contains 14829 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52627 members 
Mstep: Class 9 contains 116822 members 
Mstep: Class 10 contains 21554 members 
Mstep: Class 11 contains 174338 members 
Mstep: Class 14 contains 66299 members 
Mstep: Class 19 contains 13419 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081752.000000 Penalty: 47436.613281
Iteration 139Q: 15 clusters Score -1.160818e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211966 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 152101 members 
Mstep: Class 5 contains 14824 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52636 members 
Mstep: Class 9 contains 116467 members 
Mstep: Class 10 contains 21543 members 
Mstep: Class 11 contains 174451 members 
Mstep: Class 14 contains 66349 members 
Mstep: Class 19 contains 13436 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081664.000000 Penalty: 47436.613281
Iteration 140F: 15 clusters Score -1.160817e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211995 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 152235 members 
Mstep: Class 5 contains 14815 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52658 members 
Mstep: Class 9 contains 116136 members 
Mstep: Class 10 contains 21523 members 
Mstep: Class 11 contains 174566 members 
Mstep: Class 14 contains 66376 members 
Mstep: Class 19 contains 13447 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081616.000000 Penalty: 47436.613281
Iteration 141Q: 15 clusters Score -1.160816e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 212005 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 152373 members 
Mstep: Class 5 contains 14809 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52675 members 
Mstep: Class 9 contains 115832 members 
Mstep: Class 10 contains 21505 members 
Mstep: Class 11 contains 174659 members 
Mstep: Class 14 contains 66415 members 
Mstep: Class 19 contains 13461 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081440.000000 Penalty: 47436.613281
Iteration 142Q: 15 clusters Score -1.160814e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211990 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 152521 members 
Mstep: Class 5 contains 14800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52683 members 
Mstep: Class 9 contains 115566 members 
Mstep: Class 10 contains 21496 members 
Mstep: Class 11 contains 174739 members 
Mstep: Class 14 contains 66463 members 
Mstep: Class 19 contains 13471 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081648.000000 Penalty: 47436.613281
Iteration 143Q: 15 clusters Score -1.160816e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211964 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 152658 members 
Mstep: Class 5 contains 14794 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52701 members 
Mstep: Class 9 contains 115311 members 
Mstep: Class 10 contains 21488 members 
Mstep: Class 11 contains 174813 members 
Mstep: Class 14 contains 66508 members 
Mstep: Class 19 contains 13482 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081488.000000 Penalty: 47436.613281
Iteration 144Q: 15 clusters Score -1.160815e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211939 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 152773 members 
Mstep: Class 5 contains 14783 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52709 members 
Mstep: Class 9 contains 115102 members 
Mstep: Class 10 contains 21474 members 
Mstep: Class 11 contains 174871 members 
Mstep: Class 14 contains 66556 members 
Mstep: Class 19 contains 13498 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081552.000000 Penalty: 47436.613281
Iteration 145Q: 15 clusters Score -1.160816e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211902 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 152910 members 
Mstep: Class 5 contains 14778 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52730 members 
Mstep: Class 9 contains 114932 members 
Mstep: Class 10 contains 21461 members 
Mstep: Class 11 contains 174882 members 
Mstep: Class 14 contains 66591 members 
Mstep: Class 19 contains 13502 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081624.000000 Penalty: 47436.613281
Iteration 146Q: 15 clusters Score -1.160816e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211875 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 153016 members 
Mstep: Class 5 contains 14780 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52752 members 
Mstep: Class 9 contains 114776 members 
Mstep: Class 10 contains 21459 members 
Mstep: Class 11 contains 174900 members 
Mstep: Class 14 contains 66618 members 
Mstep: Class 19 contains 13506 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081504.000000 Penalty: 47436.613281
Iteration 147Q: 15 clusters Score -1.160815e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211865 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 153106 members 
Mstep: Class 5 contains 14776 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52781 members 
Mstep: Class 9 contains 114623 members 
Mstep: Class 10 contains 21453 members 
Mstep: Class 11 contains 174927 members 
Mstep: Class 14 contains 66635 members 
Mstep: Class 19 contains 13510 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081248.000000 Penalty: 47436.613281
Iteration 148Q: 15 clusters Score -1.160812e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211839 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 153221 members 
Mstep: Class 5 contains 14776 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52799 members 
Mstep: Class 9 contains 114469 members 
Mstep: Class 10 contains 21441 members 
Mstep: Class 11 contains 174947 members 
Mstep: Class 14 contains 66653 members 
Mstep: Class 19 contains 13516 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081504.000000 Penalty: 47436.613281
Iteration 149Q: 15 clusters Score -1.160815e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211821 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 153318 members 
Mstep: Class 5 contains 14773 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52831 members 
Mstep: Class 9 contains 114311 members 
Mstep: Class 10 contains 21429 members 
Mstep: Class 11 contains 174969 members 
Mstep: Class 14 contains 66685 members 
Mstep: Class 19 contains 13517 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081312.000000 Penalty: 47436.613281
Iteration 150Q: 15 clusters Score -1.160813e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211821 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 153387 members 
Mstep: Class 5 contains 14774 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52851 members 
Mstep: Class 9 contains 114171 members 
Mstep: Class 10 contains 21415 members 
Mstep: Class 11 contains 174997 members 
Mstep: Class 14 contains 66708 members 
Mstep: Class 19 contains 13522 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081392.000000 Penalty: 47436.613281
Iteration 151Q: 15 clusters Score -1.160814e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211815 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 153459 members 
Mstep: Class 5 contains 14783 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52873 members 
Mstep: Class 9 contains 114045 members 
Mstep: Class 10 contains 21406 members 
Mstep: Class 11 contains 175012 members 
Mstep: Class 14 contains 66724 members 
Mstep: Class 19 contains 13523 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081464.000000 Penalty: 47436.613281
Iteration 152Q: 15 clusters Score -1.160815e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211788 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 153517 members 
Mstep: Class 5 contains 14792 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52902 members 
Mstep: Class 9 contains 113913 members 
Mstep: Class 10 contains 21396 members 
Mstep: Class 11 contains 175058 members 
Mstep: Class 14 contains 66739 members 
Mstep: Class 19 contains 13531 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081552.000000 Penalty: 47436.613281
Iteration 153Q: 15 clusters Score -1.160816e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211775 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 153570 members 
Mstep: Class 5 contains 14793 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52914 members 
Mstep: Class 9 contains 113803 members 
Mstep: Class 10 contains 21388 members 
Mstep: Class 11 contains 175088 members 
Mstep: Class 14 contains 66763 members 
Mstep: Class 19 contains 13536 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081520.000000 Penalty: 47436.613281
Iteration 154Q: 15 clusters Score -1.160815e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211761 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 153636 members 
Mstep: Class 5 contains 14798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52926 members 
Mstep: Class 9 contains 113701 members 
Mstep: Class 10 contains 21371 members 
Mstep: Class 11 contains 175114 members 
Mstep: Class 14 contains 66775 members 
Mstep: Class 19 contains 13536 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081456.000000 Penalty: 47436.613281
Iteration 155Q: 15 clusters Score -1.160815e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211744 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 153726 members 
Mstep: Class 5 contains 14799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52935 members 
Mstep: Class 9 contains 113578 members 
Mstep: Class 10 contains 21359 members 
Mstep: Class 11 contains 175143 members 
Mstep: Class 14 contains 66789 members 
Mstep: Class 19 contains 13538 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081440.000000 Penalty: 47436.613281
Iteration 156Q: 15 clusters Score -1.160814e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211715 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 153785 members 
Mstep: Class 5 contains 14793 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52959 members 
Mstep: Class 9 contains 113454 members 
Mstep: Class 10 contains 21352 members 
Mstep: Class 11 contains 175207 members 
Mstep: Class 14 contains 66804 members 
Mstep: Class 19 contains 13536 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081416.000000 Penalty: 47436.613281
Iteration 157Q: 15 clusters Score -1.160814e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211695 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 153829 members 
Mstep: Class 5 contains 14802 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52976 members 
Mstep: Class 9 contains 113319 members 
Mstep: Class 10 contains 21344 members 
Mstep: Class 11 contains 175280 members 
Mstep: Class 14 contains 66818 members 
Mstep: Class 19 contains 13541 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081360.000000 Penalty: 47436.613281
Iteration 158Q: 15 clusters Score -1.160814e+08 nChanged 390
Entering ConstructFrom: 
Score: -116081360.000000 Penalty: 47436.613281
Entering ConstructFrom: 
Trying to split cluster 1 (211675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211675 members 
Entering Unmasked Estep 
Score: -28973504.000000 Penalty: 3041.176025
	Iteration 0F: 2 clusters Score -2.89735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106090 members 
Mstep: Class 2 contains 105585 members 
Entering Unmasked Estep 
Score: -28844232.000000 Penalty: 6082.352051
	Iteration 0F: 3 clusters Score -2.884423e+07 nChanged 102007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111103 members 
Mstep: Class 2 contains 100572 members 
Entering Unmasked Estep 
Score: -28904004.000000 Penalty: 6082.352051
	Iteration 1F: 3 clusters Score -2.8904e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114263 members 
Mstep: Class 2 contains 97412 members 
Entering Unmasked Estep 
Score: -28905536.000000 Penalty: 6082.352051
	Iteration 2Q: 3 clusters Score -2.890554e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119067 members 
Mstep: Class 2 contains 92608 members 
Entering Unmasked Estep 
Score: -28907580.000000 Penalty: 6082.352051
	Iteration 3Q: 3 clusters Score -2.890758e+07 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126315 members 
Mstep: Class 2 contains 85360 members 
Entering Unmasked Estep 
Score: -28910972.000000 Penalty: 6082.352051
	Iteration 4Q: 3 clusters Score -2.891097e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137090 members 
Mstep: Class 2 contains 74585 members 
Entering Unmasked Estep 
Score: -28917310.000000 Penalty: 6082.352051
	Iteration 5F: 3 clusters Score -2.891731e+07 nChanged 14978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151912 members 
Mstep: Class 2 contains 59763 members 
Entering Unmasked Estep 
Score: -28927678.000000 Penalty: 6082.352051
	Iteration 6F: 3 clusters Score -2.892768e+07 nChanged 17720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169596 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -28941220.000000 Penalty: 6082.352051
	Iteration 7F: 3 clusters Score -2.894122e+07 nChanged 16726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186266 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -28953706.000000 Penalty: 6082.352051
	Iteration 8F: 3 clusters Score -2.895371e+07 nChanged 11530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197774 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -28961154.000000 Penalty: 6082.352051
	Iteration 9F: 3 clusters Score -2.896115e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204228 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -28965742.000000 Penalty: 6082.352051
	Iteration 10Q: 3 clusters Score -2.896574e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207504 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -28968000.000000 Penalty: 6082.352051
	Iteration 11Q: 3 clusters Score -2.8968e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209112 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -28969186.000000 Penalty: 6082.352051
	Iteration 12Q: 3 clusters Score -2.896919e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209917 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -28969794.000000 Penalty: 6082.352051
	Iteration 13Q: 3 clusters Score -2.896979e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210326 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -28970200.000000 Penalty: 6082.352051
	Iteration 14Q: 3 clusters Score -2.89702e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210560 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -28970390.000000 Penalty: 6082.352051
	Iteration 15Q: 3 clusters Score -2.897039e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210705 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -28970534.000000 Penalty: 6082.352051
	Iteration 16Q: 3 clusters Score -2.897053e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210799 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -28970602.000000 Penalty: 6082.352051
	Iteration 17Q: 3 clusters Score -2.89706e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210857 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -28970628.000000 Penalty: 6082.352051
	Iteration 18Q: 3 clusters Score -2.897063e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210893 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -28970670.000000 Penalty: 6082.352051
	Iteration 19Q: 3 clusters Score -2.897067e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210917 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -28970690.000000 Penalty: 6082.352051
	Iteration 20F: 3 clusters Score -2.897069e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210933 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -28970690.000000 Penalty: 6082.352051
	Iteration 21Q: 3 clusters Score -2.897069e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210943 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -28970722.000000 Penalty: 6082.352051
	Iteration 22Q: 3 clusters Score -2.897072e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210949 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -28970724.000000 Penalty: 6082.352051
	Iteration 23Q: 3 clusters Score -2.897072e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210960 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -28970742.000000 Penalty: 6082.352051
	Iteration 24Q: 3 clusters Score -2.897074e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210973 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -28970770.000000 Penalty: 6082.352051
	Iteration 25Q: 3 clusters Score -2.897077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210979 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -28970772.000000 Penalty: 6082.352051
	Iteration 26Q: 3 clusters Score -2.897077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210986 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -28970766.000000 Penalty: 6082.352051
	Iteration 27Q: 3 clusters Score -2.897077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210988 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -28970766.000000 Penalty: 6082.352051
	Iteration 28Q: 3 clusters Score -2.897077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210995 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -28970772.000000 Penalty: 6082.352051
	Iteration 29Q: 3 clusters Score -2.897077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210999 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -28970760.000000 Penalty: 6082.352051
	Iteration 30Q: 3 clusters Score -2.897076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211005 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -28970782.000000 Penalty: 6082.352051
	Iteration 31Q: 3 clusters Score -2.897078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211013 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -28970780.000000 Penalty: 6082.352051
	Iteration 32Q: 3 clusters Score -2.897078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211016 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -28970788.000000 Penalty: 6082.352051
	Iteration 33Q: 3 clusters Score -2.897079e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211014 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -28970798.000000 Penalty: 6082.352051
	Iteration 34Q: 3 clusters Score -2.89708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211015 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -28970784.000000 Penalty: 6082.352051
	Iteration 35Q: 3 clusters Score -2.897078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211018 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -28970804.000000 Penalty: 6082.352051
	Iteration 36Q: 3 clusters Score -2.89708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211024 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -28970812.000000 Penalty: 6082.352051
	Iteration 37Q: 3 clusters Score -2.897081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211029 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -28970828.000000 Penalty: 6082.352051
	Iteration 38Q: 3 clusters Score -2.897083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211033 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -28970804.000000 Penalty: 6082.352051
	Iteration 39Q: 3 clusters Score -2.89708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211038 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -28970804.000000 Penalty: 6082.352051
	Iteration 40F: 3 clusters Score -2.89708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211039 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -28970808.000000 Penalty: 6082.352051
	Iteration 41Q: 3 clusters Score -2.897081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211041 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -28970808.000000 Penalty: 6082.352051
	Iteration 42Q: 3 clusters Score -2.897081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211045 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -28970808.000000 Penalty: 6082.352051
	Iteration 43Q: 3 clusters Score -2.897081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211046 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -28970802.000000 Penalty: 6082.352051
	Iteration 44Q: 3 clusters Score -2.89708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211047 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -28970802.000000 Penalty: 6082.352051
	Iteration 45Q: 3 clusters Score -2.89708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211049 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -28970818.000000 Penalty: 6082.352051
	Iteration 46Q: 3 clusters Score -2.897082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211050 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -28970818.000000 Penalty: 6082.352051
	Iteration 47Q: 3 clusters Score -2.897082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211051 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -28970810.000000 Penalty: 6082.352051
	Iteration 48Q: 3 clusters Score -2.897081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211051 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -28970810.000000 Penalty: 6082.352051
	Iteration 49F: 3 clusters Score -2.897081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -154468.812500 Penalty: 1757.095947
	Iteration 0F: 2 clusters Score -154468.8 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 611 members 
Entering Unmasked Estep 
Score: -152389.187500 Penalty: 3514.191895
	Iteration 0F: 3 clusters Score -152389.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -152788.328125 Penalty: 3514.191895
	Iteration 1F: 3 clusters Score -152788.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -152926.968750 Penalty: 3514.191895
	Iteration 2F: 3 clusters Score -152927 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -152991.484375 Penalty: 3514.191895
	Iteration 3Q: 3 clusters Score -152991.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -153021.859375 Penalty: 3514.191895
	Iteration 4Q: 3 clusters Score -153021.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -153065.640625 Penalty: 3514.191895
	Iteration 5Q: 3 clusters Score -153065.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -153086.765625 Penalty: 3514.191895
	Iteration 6Q: 3 clusters Score -153086.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -153125.562500 Penalty: 3514.191895
	Iteration 7Q: 3 clusters Score -153125.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -153163.828125 Penalty: 3514.191895
	Iteration 8Q: 3 clusters Score -153163.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -153199.671875 Penalty: 3514.191895
	Iteration 9Q: 3 clusters Score -153199.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -153234.796875 Penalty: 3514.191895
	Iteration 10Q: 3 clusters Score -153234.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -153268.265625 Penalty: 3514.191895
	Iteration 11Q: 3 clusters Score -153268.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -153295.046875 Penalty: 3514.191895
	Iteration 12Q: 3 clusters Score -153295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -153311.093750 Penalty: 3514.191895
	Iteration 13Q: 3 clusters Score -153311.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -153323.203125 Penalty: 3514.191895
	Iteration 14Q: 3 clusters Score -153323.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -153332.437500 Penalty: 3514.191895
	Iteration 15Q: 3 clusters Score -153332.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -153337.906250 Penalty: 3514.191895
	Iteration 16Q: 3 clusters Score -153337.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -153340.906250 Penalty: 3514.191895
	Iteration 17Q: 3 clusters Score -153340.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -153344.671875 Penalty: 3514.191895
	Iteration 18Q: 3 clusters Score -153344.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -153347.703125 Penalty: 3514.191895
	Iteration 19Q: 3 clusters Score -153347.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -153353.328125 Penalty: 3514.191895
	Iteration 20F: 3 clusters Score -153353.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -153360.281250 Penalty: 3514.191895
	Iteration 21Q: 3 clusters Score -153360.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -153367.203125 Penalty: 3514.191895
	Iteration 22Q: 3 clusters Score -153367.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -153372.031250 Penalty: 3514.191895
	Iteration 23Q: 3 clusters Score -153372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -153374.796875 Penalty: 3514.191895
	Iteration 24Q: 3 clusters Score -153374.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -153374.796875 Penalty: 3514.191895
	Iteration 25F: 3 clusters Score -153374.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -160194.453125 Penalty: 1770.438965
	Iteration 0F: 2 clusters Score -160194.5 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 632 members 
Entering Unmasked Estep 
Score: -158056.984375 Penalty: 3540.877930
	Iteration 0F: 3 clusters Score -158057 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -158379.906250 Penalty: 3540.877930
	Iteration 1F: 3 clusters Score -158379.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -158488.421875 Penalty: 3540.877930
	Iteration 2F: 3 clusters Score -158488.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -158559.734375 Penalty: 3540.877930
	Iteration 3Q: 3 clusters Score -158559.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -158619.421875 Penalty: 3540.877930
	Iteration 4Q: 3 clusters Score -158619.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -158655.875000 Penalty: 3540.877930
	Iteration 5Q: 3 clusters Score -158655.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -158675.953125 Penalty: 3540.877930
	Iteration 6Q: 3 clusters Score -158676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -158692.656250 Penalty: 3540.877930
	Iteration 7Q: 3 clusters Score -158692.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -158702.593750 Penalty: 3540.877930
	Iteration 8Q: 3 clusters Score -158702.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -158714.406250 Penalty: 3540.877930
	Iteration 9Q: 3 clusters Score -158714.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -158725.750000 Penalty: 3540.877930
	Iteration 10Q: 3 clusters Score -158725.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -158741.578125 Penalty: 3540.877930
	Iteration 11Q: 3 clusters Score -158741.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -158767.281250 Penalty: 3540.877930
	Iteration 12Q: 3 clusters Score -158767.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -158788.453125 Penalty: 3540.877930
	Iteration 13Q: 3 clusters Score -158788.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -158805.218750 Penalty: 3540.877930
	Iteration 14Q: 3 clusters Score -158805.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -158817.546875 Penalty: 3540.877930
	Iteration 15Q: 3 clusters Score -158817.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -158825.046875 Penalty: 3540.877930
	Iteration 16Q: 3 clusters Score -158825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -158828.453125 Penalty: 3540.877930
	Iteration 17Q: 3 clusters Score -158828.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -158834.781250 Penalty: 3540.877930
	Iteration 18Q: 3 clusters Score -158834.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -158835.593750 Penalty: 3540.877930
	Iteration 19Q: 3 clusters Score -158835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -158837.531250 Penalty: 3540.877930
	Iteration 20F: 3 clusters Score -158837.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -158841.593750 Penalty: 3540.877930
	Iteration 21Q: 3 clusters Score -158841.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -158846.328125 Penalty: 3540.877930
	Iteration 22Q: 3 clusters Score -158846.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -158849.609375 Penalty: 3540.877930
	Iteration 23Q: 3 clusters Score -158849.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -158855.781250 Penalty: 3540.877930
	Iteration 24Q: 3 clusters Score -158855.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -158858.109375 Penalty: 3540.877930
	Iteration 25Q: 3 clusters Score -158858.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -158863.640625 Penalty: 3540.877930
	Iteration 26Q: 3 clusters Score -158863.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -158865.343750 Penalty: 3540.877930
	Iteration 27Q: 3 clusters Score -158865.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -158869.953125 Penalty: 3540.877930
	Iteration 28Q: 3 clusters Score -158870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -158876.031250 Penalty: 3540.877930
	Iteration 29Q: 3 clusters Score -158876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -158878.484375 Penalty: 3540.877930
	Iteration 30Q: 3 clusters Score -158878.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -158884.421875 Penalty: 3540.877930
	Iteration 31Q: 3 clusters Score -158884.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -158891.828125 Penalty: 3540.877930
	Iteration 32Q: 3 clusters Score -158891.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -158897.687500 Penalty: 3540.877930
	Iteration 33Q: 3 clusters Score -158897.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -158904.437500 Penalty: 3540.877930
	Iteration 34Q: 3 clusters Score -158904.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -158915.937500 Penalty: 3540.877930
	Iteration 35Q: 3 clusters Score -158915.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -158942.281250 Penalty: 3540.877930
	Iteration 36Q: 3 clusters Score -158942.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -158973.875000 Penalty: 3540.877930
	Iteration 37Q: 3 clusters Score -158973.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -159018.109375 Penalty: 3540.877930
	Iteration 38Q: 3 clusters Score -159018.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -159072.875000 Penalty: 3540.877930
	Iteration 39Q: 3 clusters Score -159072.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -159167.515625 Penalty: 3540.877930
	Iteration 40F: 3 clusters Score -159167.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -159292.625000 Penalty: 3540.877930
	Iteration 41Q: 3 clusters Score -159292.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -159435.968750 Penalty: 3540.877930
	Iteration 42Q: 3 clusters Score -159436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -159545.484375 Penalty: 3540.877930
	Iteration 43Q: 3 clusters Score -159545.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -159613.671875 Penalty: 3540.877930
	Iteration 44Q: 3 clusters Score -159613.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -159688.171875 Penalty: 3540.877930
	Iteration 45Q: 3 clusters Score -159688.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -159764.968750 Penalty: 3540.877930
	Iteration 46Q: 3 clusters Score -159765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -159841.000000 Penalty: 3540.877930
	Iteration 47Q: 3 clusters Score -159841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -159898.000000 Penalty: 3540.877930
	Iteration 48Q: 3 clusters Score -159898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -159915.281250 Penalty: 3540.877930
	Iteration 49Q: 3 clusters Score -159915.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -159926.078125 Penalty: 3540.877930
	Iteration 50Q: 3 clusters Score -159926.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -159931.656250 Penalty: 3540.877930
	Iteration 51Q: 3 clusters Score -159931.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -159933.656250 Penalty: 3540.877930
	Iteration 52Q: 3 clusters Score -159933.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -159935.890625 Penalty: 3540.877930
	Iteration 53Q: 3 clusters Score -159935.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -159936.781250 Penalty: 3540.877930
	Iteration 54Q: 3 clusters Score -159936.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -159939.828125 Penalty: 3540.877930
	Iteration 55Q: 3 clusters Score -159939.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -159944.218750 Penalty: 3540.877930
	Iteration 56Q: 3 clusters Score -159944.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -159945.187500 Penalty: 3540.877930
	Iteration 57Q: 3 clusters Score -159945.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -159945.187500 Penalty: 3540.877930
	Iteration 58F: 3 clusters Score -159945.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (153877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153877 members 
Entering Unmasked Estep 
Score: -21213616.000000 Penalty: 2962.089355
	Iteration 0F: 2 clusters Score -2.121362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76938 members 
Mstep: Class 2 contains 76939 members 
Entering Unmasked Estep 
Score: -21111454.000000 Penalty: 5924.178711
	Iteration 0F: 3 clusters Score -2.111145e+07 nChanged 73520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76964 members 
Mstep: Class 2 contains 76913 members 
Entering Unmasked Estep 
Score: -21154454.000000 Penalty: 5924.178711
	Iteration 1F: 3 clusters Score -2.115445e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76954 members 
Mstep: Class 2 contains 76923 members 
Entering Unmasked Estep 
Score: -21155288.000000 Penalty: 5924.178711
	Iteration 2Q: 3 clusters Score -2.115529e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76767 members 
Mstep: Class 2 contains 77110 members 
Entering Unmasked Estep 
Score: -21156208.000000 Penalty: 5924.178711
	Iteration 3Q: 3 clusters Score -2.115621e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76521 members 
Mstep: Class 2 contains 77356 members 
Entering Unmasked Estep 
Score: -21157476.000000 Penalty: 5924.178711
	Iteration 4Q: 3 clusters Score -2.115748e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76130 members 
Mstep: Class 2 contains 77747 members 
Entering Unmasked Estep 
Score: -21158992.000000 Penalty: 5924.178711
	Iteration 5Q: 3 clusters Score -2.115899e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75633 members 
Mstep: Class 2 contains 78244 members 
Entering Unmasked Estep 
Score: -21160770.000000 Penalty: 5924.178711
	Iteration 6Q: 3 clusters Score -2.116077e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75057 members 
Mstep: Class 2 contains 78820 members 
Entering Unmasked Estep 
Score: -21162962.000000 Penalty: 5924.178711
	Iteration 7Q: 3 clusters Score -2.116296e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74313 members 
Mstep: Class 2 contains 79564 members 
Entering Unmasked Estep 
Score: -21166370.000000 Penalty: 5924.178711
	Iteration 8Q: 3 clusters Score -2.116637e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 80382 members 
Entering Unmasked Estep 
Score: -21170878.000000 Penalty: 5924.178711
	Iteration 9F: 3 clusters Score -2.117088e+07 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72695 members 
Mstep: Class 2 contains 81182 members 
Entering Unmasked Estep 
Score: -21176470.000000 Penalty: 5924.178711
	Iteration 10F: 3 clusters Score -2.117647e+07 nChanged 9034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72041 members 
Mstep: Class 2 contains 81836 members 
Entering Unmasked Estep 
Score: -21182630.000000 Penalty: 5924.178711
	Iteration 11F: 3 clusters Score -2.118263e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71437 members 
Mstep: Class 2 contains 82440 members 
Entering Unmasked Estep 
Score: -21187242.000000 Penalty: 5924.178711
	Iteration 12F: 3 clusters Score -2.118724e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70875 members 
Mstep: Class 2 contains 83002 members 
Entering Unmasked Estep 
Score: -21189326.000000 Penalty: 5924.178711
	Iteration 13Q: 3 clusters Score -2.118933e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70176 members 
Mstep: Class 2 contains 83701 members 
Entering Unmasked Estep 
Score: -21190126.000000 Penalty: 5924.178711
	Iteration 14Q: 3 clusters Score -2.119013e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69413 members 
Mstep: Class 2 contains 84464 members 
Entering Unmasked Estep 
Score: -21190566.000000 Penalty: 5924.178711
	Iteration 15Q: 3 clusters Score -2.119057e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68556 members 
Mstep: Class 2 contains 85321 members 
Entering Unmasked Estep 
Score: -21190886.000000 Penalty: 5924.178711
	Iteration 16Q: 3 clusters Score -2.119089e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67609 members 
Mstep: Class 2 contains 86268 members 
Entering Unmasked Estep 
Score: -21191160.000000 Penalty: 5924.178711
	Iteration 17Q: 3 clusters Score -2.119116e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66578 members 
Mstep: Class 2 contains 87299 members 
Entering Unmasked Estep 
Score: -21191524.000000 Penalty: 5924.178711
	Iteration 18Q: 3 clusters Score -2.119152e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 88451 members 
Entering Unmasked Estep 
Score: -21191938.000000 Penalty: 5924.178711
	Iteration 19Q: 3 clusters Score -2.119194e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64197 members 
Mstep: Class 2 contains 89680 members 
Entering Unmasked Estep 
Score: -21192356.000000 Penalty: 5924.178711
	Iteration 20F: 3 clusters Score -2.119236e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 91034 members 
Entering Unmasked Estep 
Score: -21192818.000000 Penalty: 5924.178711
	Iteration 21Q: 3 clusters Score -2.119282e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 92500 members 
Entering Unmasked Estep 
Score: -21193372.000000 Penalty: 5924.178711
	Iteration 22Q: 3 clusters Score -2.119337e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59817 members 
Mstep: Class 2 contains 94060 members 
Entering Unmasked Estep 
Score: -21193978.000000 Penalty: 5924.178711
	Iteration 23Q: 3 clusters Score -2.119398e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58182 members 
Mstep: Class 2 contains 95695 members 
Entering Unmasked Estep 
Score: -21194668.000000 Penalty: 5924.178711
	Iteration 24Q: 3 clusters Score -2.119467e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56483 members 
Mstep: Class 2 contains 97394 members 
Entering Unmasked Estep 
Score: -21195394.000000 Penalty: 5924.178711
	Iteration 25Q: 3 clusters Score -2.119539e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54731 members 
Mstep: Class 2 contains 99146 members 
Entering Unmasked Estep 
Score: -21196112.000000 Penalty: 5924.178711
	Iteration 26Q: 3 clusters Score -2.119611e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 100849 members 
Entering Unmasked Estep 
Score: -21196758.000000 Penalty: 5924.178711
	Iteration 27Q: 3 clusters Score -2.119676e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51274 members 
Mstep: Class 2 contains 102603 members 
Entering Unmasked Estep 
Score: -21197364.000000 Penalty: 5924.178711
	Iteration 28Q: 3 clusters Score -2.119736e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 104363 members 
Entering Unmasked Estep 
Score: -21197844.000000 Penalty: 5924.178711
	Iteration 29Q: 3 clusters Score -2.119784e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 106226 members 
Entering Unmasked Estep 
Score: -21198518.000000 Penalty: 5924.178711
	Iteration 30Q: 3 clusters Score -2.119852e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 108107 members 
Entering Unmasked Estep 
Score: -21199036.000000 Penalty: 5924.178711
	Iteration 31Q: 3 clusters Score -2.119904e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 110034 members 
Entering Unmasked Estep 
Score: -21199556.000000 Penalty: 5924.178711
	Iteration 32Q: 3 clusters Score -2.119956e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 111922 members 
Entering Unmasked Estep 
Score: -21200202.000000 Penalty: 5924.178711
	Iteration 33Q: 3 clusters Score -2.12002e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 113797 members 
Entering Unmasked Estep 
Score: -21200744.000000 Penalty: 5924.178711
	Iteration 34Q: 3 clusters Score -2.120074e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 115696 members 
Entering Unmasked Estep 
Score: -21201146.000000 Penalty: 5924.178711
	Iteration 35Q: 3 clusters Score -2.120115e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 117578 members 
Entering Unmasked Estep 
Score: -21201612.000000 Penalty: 5924.178711
	Iteration 36Q: 3 clusters Score -2.120161e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 119414 members 
Entering Unmasked Estep 
Score: -21202094.000000 Penalty: 5924.178711
	Iteration 37Q: 3 clusters Score -2.120209e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 121188 members 
Entering Unmasked Estep 
Score: -21202650.000000 Penalty: 5924.178711
	Iteration 38Q: 3 clusters Score -2.120265e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 122964 members 
Entering Unmasked Estep 
Score: -21203146.000000 Penalty: 5924.178711
	Iteration 39Q: 3 clusters Score -2.120315e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 124712 members 
Entering Unmasked Estep 
Score: -21203596.000000 Penalty: 5924.178711
	Iteration 40F: 3 clusters Score -2.12036e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 126491 members 
Entering Unmasked Estep 
Score: -21204076.000000 Penalty: 5924.178711
	Iteration 41Q: 3 clusters Score -2.120408e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 128253 members 
Entering Unmasked Estep 
Score: -21204630.000000 Penalty: 5924.178711
	Iteration 42Q: 3 clusters Score -2.120463e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 129949 members 
Entering Unmasked Estep 
Score: -21205198.000000 Penalty: 5924.178711
	Iteration 43Q: 3 clusters Score -2.12052e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 131621 members 
Entering Unmasked Estep 
Score: -21205572.000000 Penalty: 5924.178711
	Iteration 44Q: 3 clusters Score -2.120557e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 133224 members 
Entering Unmasked Estep 
Score: -21206076.000000 Penalty: 5924.178711
	Iteration 45Q: 3 clusters Score -2.120608e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 134738 members 
Entering Unmasked Estep 
Score: -21206524.000000 Penalty: 5924.178711
	Iteration 46Q: 3 clusters Score -2.120652e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 136154 members 
Entering Unmasked Estep 
Score: -21206982.000000 Penalty: 5924.178711
	Iteration 47Q: 3 clusters Score -2.120698e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 137507 members 
Entering Unmasked Estep 
Score: -21207334.000000 Penalty: 5924.178711
	Iteration 48Q: 3 clusters Score -2.120733e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 138794 members 
Entering Unmasked Estep 
Score: -21207742.000000 Penalty: 5924.178711
	Iteration 49Q: 3 clusters Score -2.120774e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 140074 members 
Entering Unmasked Estep 
Score: -21208070.000000 Penalty: 5924.178711
	Iteration 50Q: 3 clusters Score -2.120807e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 141198 members 
Entering Unmasked Estep 
Score: -21208346.000000 Penalty: 5924.178711
	Iteration 51Q: 3 clusters Score -2.120835e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 142259 members 
Entering Unmasked Estep 
Score: -21208604.000000 Penalty: 5924.178711
	Iteration 52Q: 3 clusters Score -2.12086e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 143263 members 
Entering Unmasked Estep 
Score: -21208960.000000 Penalty: 5924.178711
	Iteration 53Q: 3 clusters Score -2.120896e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 144211 members 
Entering Unmasked Estep 
Score: -21209360.000000 Penalty: 5924.178711
	Iteration 54Q: 3 clusters Score -2.120936e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 145084 members 
Entering Unmasked Estep 
Score: -21209584.000000 Penalty: 5924.178711
	Iteration 55Q: 3 clusters Score -2.120958e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 145878 members 
Entering Unmasked Estep 
Score: -21209852.000000 Penalty: 5924.178711
	Iteration 56Q: 3 clusters Score -2.120985e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 146627 members 
Entering Unmasked Estep 
Score: -21210106.000000 Penalty: 5924.178711
	Iteration 57Q: 3 clusters Score -2.121011e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 147270 members 
Entering Unmasked Estep 
Score: -21210240.000000 Penalty: 5924.178711
	Iteration 58Q: 3 clusters Score -2.121024e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 147853 members 
Entering Unmasked Estep 
Score: -21210430.000000 Penalty: 5924.178711
	Iteration 59Q: 3 clusters Score -2.121043e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 148356 members 
Entering Unmasked Estep 
Score: -21210520.000000 Penalty: 5924.178711
	Iteration 60F: 3 clusters Score -2.121052e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 148800 members 
Entering Unmasked Estep 
Score: -21210632.000000 Penalty: 5924.178711
	Iteration 61Q: 3 clusters Score -2.121063e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 149207 members 
Entering Unmasked Estep 
Score: -21210758.000000 Penalty: 5924.178711
	Iteration 62Q: 3 clusters Score -2.121076e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 149569 members 
Entering Unmasked Estep 
Score: -21210858.000000 Penalty: 5924.178711
	Iteration 63Q: 3 clusters Score -2.121086e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 149878 members 
Entering Unmasked Estep 
Score: -21210970.000000 Penalty: 5924.178711
	Iteration 64Q: 3 clusters Score -2.121097e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 150140 members 
Entering Unmasked Estep 
Score: -21211040.000000 Penalty: 5924.178711
	Iteration 65Q: 3 clusters Score -2.121104e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 150363 members 
Entering Unmasked Estep 
Score: -21211082.000000 Penalty: 5924.178711
	Iteration 66Q: 3 clusters Score -2.121108e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 150561 members 
Entering Unmasked Estep 
Score: -21211124.000000 Penalty: 5924.178711
	Iteration 67Q: 3 clusters Score -2.121112e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 150735 members 
Entering Unmasked Estep 
Score: -21211178.000000 Penalty: 5924.178711
	Iteration 68Q: 3 clusters Score -2.121118e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 150859 members 
Entering Unmasked Estep 
Score: -21211216.000000 Penalty: 5924.178711
	Iteration 69Q: 3 clusters Score -2.121122e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 150974 members 
Entering Unmasked Estep 
Score: -21211238.000000 Penalty: 5924.178711
	Iteration 70Q: 3 clusters Score -2.121124e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 151079 members 
Entering Unmasked Estep 
Score: -21211282.000000 Penalty: 5924.178711
	Iteration 71Q: 3 clusters Score -2.121128e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 151158 members 
Entering Unmasked Estep 
Score: -21211304.000000 Penalty: 5924.178711
	Iteration 72Q: 3 clusters Score -2.12113e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 151234 members 
Entering Unmasked Estep 
Score: -21211336.000000 Penalty: 5924.178711
	Iteration 73Q: 3 clusters Score -2.121134e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 151300 members 
Entering Unmasked Estep 
Score: -21211334.000000 Penalty: 5924.178711
	Iteration 74Q: 3 clusters Score -2.121133e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 151363 members 
Entering Unmasked Estep 
Score: -21211338.000000 Penalty: 5924.178711
	Iteration 75Q: 3 clusters Score -2.121134e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 151417 members 
Entering Unmasked Estep 
Score: -21211390.000000 Penalty: 5924.178711
	Iteration 76Q: 3 clusters Score -2.121139e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 151462 members 
Entering Unmasked Estep 
Score: -21211402.000000 Penalty: 5924.178711
	Iteration 77Q: 3 clusters Score -2.12114e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 151501 members 
Entering Unmasked Estep 
Score: -21211424.000000 Penalty: 5924.178711
	Iteration 78Q: 3 clusters Score -2.121142e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 151533 members 
Entering Unmasked Estep 
Score: -21211418.000000 Penalty: 5924.178711
	Iteration 79Q: 3 clusters Score -2.121142e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 151567 members 
Entering Unmasked Estep 
Score: -21211442.000000 Penalty: 5924.178711
	Iteration 80F: 3 clusters Score -2.121144e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 151604 members 
Entering Unmasked Estep 
Score: -21211470.000000 Penalty: 5924.178711
	Iteration 81Q: 3 clusters Score -2.121147e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 151636 members 
Entering Unmasked Estep 
Score: -21211456.000000 Penalty: 5924.178711
	Iteration 82Q: 3 clusters Score -2.121146e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 151669 members 
Entering Unmasked Estep 
Score: -21211452.000000 Penalty: 5924.178711
	Iteration 83Q: 3 clusters Score -2.121145e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 151702 members 
Entering Unmasked Estep 
Score: -21211434.000000 Penalty: 5924.178711
	Iteration 84Q: 3 clusters Score -2.121143e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 151728 members 
Entering Unmasked Estep 
Score: -21211466.000000 Penalty: 5924.178711
	Iteration 85Q: 3 clusters Score -2.121147e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 151745 members 
Entering Unmasked Estep 
Score: -21211494.000000 Penalty: 5924.178711
	Iteration 86Q: 3 clusters Score -2.121149e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 151763 members 
Entering Unmasked Estep 
Score: -21211492.000000 Penalty: 5924.178711
	Iteration 87Q: 3 clusters Score -2.121149e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 151781 members 
Entering Unmasked Estep 
Score: -21211494.000000 Penalty: 5924.178711
	Iteration 88Q: 3 clusters Score -2.121149e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 151801 members 
Entering Unmasked Estep 
Score: -21211496.000000 Penalty: 5924.178711
	Iteration 89Q: 3 clusters Score -2.12115e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 151821 members 
Entering Unmasked Estep 
Score: -21211538.000000 Penalty: 5924.178711
	Iteration 90Q: 3 clusters Score -2.121154e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 151840 members 
Entering Unmasked Estep 
Score: -21211532.000000 Penalty: 5924.178711
	Iteration 91Q: 3 clusters Score -2.121153e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 151855 members 
Entering Unmasked Estep 
Score: -21211542.000000 Penalty: 5924.178711
	Iteration 92Q: 3 clusters Score -2.121154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 151871 members 
Entering Unmasked Estep 
Score: -21211542.000000 Penalty: 5924.178711
	Iteration 93Q: 3 clusters Score -2.121154e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 151882 members 
Entering Unmasked Estep 
Score: -21211558.000000 Penalty: 5924.178711
	Iteration 94Q: 3 clusters Score -2.121156e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 151895 members 
Entering Unmasked Estep 
Score: -21211564.000000 Penalty: 5924.178711
	Iteration 95Q: 3 clusters Score -2.121156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 151901 members 
Entering Unmasked Estep 
Score: -21211554.000000 Penalty: 5924.178711
	Iteration 96Q: 3 clusters Score -2.121155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 151910 members 
Entering Unmasked Estep 
Score: -21211552.000000 Penalty: 5924.178711
	Iteration 97Q: 3 clusters Score -2.121155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 151919 members 
Entering Unmasked Estep 
Score: -21211562.000000 Penalty: 5924.178711
	Iteration 98Q: 3 clusters Score -2.121156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 151925 members 
Entering Unmasked Estep 
Score: -21211564.000000 Penalty: 5924.178711
	Iteration 99Q: 3 clusters Score -2.121156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 151928 members 
Entering Unmasked Estep 
Score: -21211582.000000 Penalty: 5924.178711
	Iteration 100F: 3 clusters Score -2.121158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 151932 members 
Entering Unmasked Estep 
Score: -21211582.000000 Penalty: 5924.178711
	Iteration 101Q: 3 clusters Score -2.121158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 151932 members 
Entering Unmasked Estep 
Score: -21211582.000000 Penalty: 5924.178711
	Iteration 102F: 3 clusters Score -2.121158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Entering Unmasked Estep 
Score: -1947265.125000 Penalty: 2381.390869
	Iteration 0F: 2 clusters Score -1947265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1936594.375000 Penalty: 4762.781738
	Iteration 0F: 3 clusters Score -1936594 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1940005.125000 Penalty: 4762.781738
	Iteration 1F: 3 clusters Score -1940005 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1940437.625000 Penalty: 4762.781738
	Iteration 2F: 3 clusters Score -1940438 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1940838.750000 Penalty: 4762.781738
	Iteration 3F: 3 clusters Score -1940839 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1941265.375000 Penalty: 4762.781738
	Iteration 4F: 3 clusters Score -1941265 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1941692.500000 Penalty: 4762.781738
	Iteration 5Q: 3 clusters Score -1941692 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1942172.875000 Penalty: 4762.781738
	Iteration 6Q: 3 clusters Score -1942173 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1942671.750000 Penalty: 4762.781738
	Iteration 7Q: 3 clusters Score -1942672 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1943153.125000 Penalty: 4762.781738
	Iteration 8Q: 3 clusters Score -1943153 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1943614.375000 Penalty: 4762.781738
	Iteration 9Q: 3 clusters Score -1943614 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1943989.625000 Penalty: 4762.781738
	Iteration 10Q: 3 clusters Score -1943990 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1944311.875000 Penalty: 4762.781738
	Iteration 11Q: 3 clusters Score -1944312 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1944566.750000 Penalty: 4762.781738
	Iteration 12Q: 3 clusters Score -1944567 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1944798.125000 Penalty: 4762.781738
	Iteration 13Q: 3 clusters Score -1944798 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1944974.500000 Penalty: 4762.781738
	Iteration 14Q: 3 clusters Score -1944974 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1945131.750000 Penalty: 4762.781738
	Iteration 15Q: 3 clusters Score -1945132 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1945244.250000 Penalty: 4762.781738
	Iteration 16Q: 3 clusters Score -1945244 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1945327.250000 Penalty: 4762.781738
	Iteration 17Q: 3 clusters Score -1945327 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1945384.875000 Penalty: 4762.781738
	Iteration 18Q: 3 clusters Score -1945385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1945421.625000 Penalty: 4762.781738
	Iteration 19Q: 3 clusters Score -1945422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1945449.625000 Penalty: 4762.781738
	Iteration 20F: 3 clusters Score -1945450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1945474.750000 Penalty: 4762.781738
	Iteration 21Q: 3 clusters Score -1945475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1945489.875000 Penalty: 4762.781738
	Iteration 22Q: 3 clusters Score -1945490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1945497.625000 Penalty: 4762.781738
	Iteration 23Q: 3 clusters Score -1945498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1945499.000000 Penalty: 4762.781738
	Iteration 24Q: 3 clusters Score -1945499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1945505.625000 Penalty: 4762.781738
	Iteration 25Q: 3 clusters Score -1945506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1945526.000000 Penalty: 4762.781738
	Iteration 26Q: 3 clusters Score -1945526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1945537.125000 Penalty: 4762.781738
	Iteration 27Q: 3 clusters Score -1945537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1945549.125000 Penalty: 4762.781738
	Iteration 28Q: 3 clusters Score -1945549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1945556.000000 Penalty: 4762.781738
	Iteration 29Q: 3 clusters Score -1945556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1945557.250000 Penalty: 4762.781738
	Iteration 30Q: 3 clusters Score -1945557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1945557.375000 Penalty: 4762.781738
	Iteration 31Q: 3 clusters Score -1945557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1945558.125000 Penalty: 4762.781738
	Iteration 32Q: 3 clusters Score -1945558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1945558.125000 Penalty: 4762.781738
	Iteration 33F: 3 clusters Score -1945558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -45934.695312 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -45934.7 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 208 members 
Entering Unmasked Estep 
Score: -44680.785156 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -44680.79 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45023.652344 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -45023.65 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45362.718750 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -45362.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -45525.699219 Penalty: 2965.527344
	Iteration 3F: 3 clusters Score -45525.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -45593.609375 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -45593.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -45658.734375 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -45658.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -45677.308594 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -45677.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -45714.769531 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -45714.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -45784.621094 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -45784.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -45806.726562 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -45806.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -45827.707031 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -45827.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -45847.519531 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -45847.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -45855.296875 Penalty: 2965.527344
	Iteration 12Q: 3 clusters Score -45855.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -45855.296875 Penalty: 2965.527344
	Iteration 13F: 3 clusters Score -45855.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (52997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52997 members 
Entering Unmasked Estep 
Score: -7373621.500000 Penalty: 2697.741699
	Iteration 0F: 2 clusters Score -7373622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -7338026.000000 Penalty: 5395.483398
	Iteration 0F: 3 clusters Score -7338026 nChanged 24586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -7351720.500000 Penalty: 5395.483398
	Iteration 1F: 3 clusters Score -7351720 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -7352414.000000 Penalty: 5395.483398
	Iteration 2Q: 3 clusters Score -7352414 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -7353186.500000 Penalty: 5395.483398
	Iteration 3Q: 3 clusters Score -7353186 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -7354267.500000 Penalty: 5395.483398
	Iteration 4Q: 3 clusters Score -7354268 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -7355782.000000 Penalty: 5395.483398
	Iteration 5F: 3 clusters Score -7355782 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -7357923.000000 Penalty: 5395.483398
	Iteration 6F: 3 clusters Score -7357923 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -7360652.000000 Penalty: 5395.483398
	Iteration 7F: 3 clusters Score -7360652 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -7363425.000000 Penalty: 5395.483398
	Iteration 8F: 3 clusters Score -7363425 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -7365782.000000 Penalty: 5395.483398
	Iteration 9F: 3 clusters Score -7365782 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -7367335.500000 Penalty: 5395.483398
	Iteration 10Q: 3 clusters Score -7367336 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -7368369.000000 Penalty: 5395.483398
	Iteration 11Q: 3 clusters Score -7368369 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -7369103.500000 Penalty: 5395.483398
	Iteration 12Q: 3 clusters Score -7369104 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -7369678.000000 Penalty: 5395.483398
	Iteration 13Q: 3 clusters Score -7369678 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -7370165.000000 Penalty: 5395.483398
	Iteration 14Q: 3 clusters Score -7370165 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -7370579.000000 Penalty: 5395.483398
	Iteration 15Q: 3 clusters Score -7370579 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -7370914.500000 Penalty: 5395.483398
	Iteration 16Q: 3 clusters Score -7370914 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -7371193.000000 Penalty: 5395.483398
	Iteration 17Q: 3 clusters Score -7371193 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -7371404.000000 Penalty: 5395.483398
	Iteration 18Q: 3 clusters Score -7371404 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50273 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -7371616.000000 Penalty: 5395.483398
	Iteration 19Q: 3 clusters Score -7371616 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -7371797.000000 Penalty: 5395.483398
	Iteration 20F: 3 clusters Score -7371797 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50834 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -7371906.000000 Penalty: 5395.483398
	Iteration 21Q: 3 clusters Score -7371906 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -7372005.000000 Penalty: 5395.483398
	Iteration 22Q: 3 clusters Score -7372005 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -7372101.000000 Penalty: 5395.483398
	Iteration 23Q: 3 clusters Score -7372101 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -7372156.000000 Penalty: 5395.483398
	Iteration 24Q: 3 clusters Score -7372156 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -7372196.000000 Penalty: 5395.483398
	Iteration 25Q: 3 clusters Score -7372196 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7372238.000000 Penalty: 5395.483398
	Iteration 26Q: 3 clusters Score -7372238 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7372264.500000 Penalty: 5395.483398
	Iteration 27Q: 3 clusters Score -7372264 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51672 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7372288.500000 Penalty: 5395.483398
	Iteration 28Q: 3 clusters Score -7372288 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -7372302.500000 Penalty: 5395.483398
	Iteration 29Q: 3 clusters Score -7372302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -7372312.500000 Penalty: 5395.483398
	Iteration 30Q: 3 clusters Score -7372312 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7372325.000000 Penalty: 5395.483398
	Iteration 31Q: 3 clusters Score -7372325 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7372336.500000 Penalty: 5395.483398
	Iteration 32Q: 3 clusters Score -7372336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7372346.500000 Penalty: 5395.483398
	Iteration 33Q: 3 clusters Score -7372346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7372359.500000 Penalty: 5395.483398
	Iteration 34Q: 3 clusters Score -7372360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -7372360.500000 Penalty: 5395.483398
	Iteration 35Q: 3 clusters Score -7372360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7372368.000000 Penalty: 5395.483398
	Iteration 36Q: 3 clusters Score -7372368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51922 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7372369.000000 Penalty: 5395.483398
	Iteration 37Q: 3 clusters Score -7372369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7372378.000000 Penalty: 5395.483398
	Iteration 38Q: 3 clusters Score -7372378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7372382.000000 Penalty: 5395.483398
	Iteration 39Q: 3 clusters Score -7372382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -7372384.500000 Penalty: 5395.483398
	Iteration 40F: 3 clusters Score -7372384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7372379.000000 Penalty: 5395.483398
	Iteration 41Q: 3 clusters Score -7372379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51953 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7372385.500000 Penalty: 5395.483398
	Iteration 42Q: 3 clusters Score -7372386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51957 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7372383.000000 Penalty: 5395.483398
	Iteration 43Q: 3 clusters Score -7372383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7372387.000000 Penalty: 5395.483398
	Iteration 44Q: 3 clusters Score -7372387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7372387.000000 Penalty: 5395.483398
	Iteration 45Q: 3 clusters Score -7372387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7372386.500000 Penalty: 5395.483398
	Iteration 46Q: 3 clusters Score -7372386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7372389.500000 Penalty: 5395.483398
	Iteration 47Q: 3 clusters Score -7372390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7372380.500000 Penalty: 5395.483398
	Iteration 48Q: 3 clusters Score -7372380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7372387.000000 Penalty: 5395.483398
	Iteration 49Q: 3 clusters Score -7372387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7372388.500000 Penalty: 5395.483398
	Iteration 50Q: 3 clusters Score -7372388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7372375.000000 Penalty: 5395.483398
	Iteration 51Q: 3 clusters Score -7372375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7372387.000000 Penalty: 5395.483398
	Iteration 52Q: 3 clusters Score -7372387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7372389.000000 Penalty: 5395.483398
	Iteration 53Q: 3 clusters Score -7372389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7372400.500000 Penalty: 5395.483398
	Iteration 54Q: 3 clusters Score -7372400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7372405.000000 Penalty: 5395.483398
	Iteration 55Q: 3 clusters Score -7372405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7372402.500000 Penalty: 5395.483398
	Iteration 56Q: 3 clusters Score -7372402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7372412.000000 Penalty: 5395.483398
	Iteration 57Q: 3 clusters Score -7372412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7372414.500000 Penalty: 5395.483398
	Iteration 58Q: 3 clusters Score -7372414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7372408.000000 Penalty: 5395.483398
	Iteration 59Q: 3 clusters Score -7372408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7372411.500000 Penalty: 5395.483398
	Iteration 60F: 3 clusters Score -7372412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7372412.000000 Penalty: 5395.483398
	Iteration 61Q: 3 clusters Score -7372412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7372412.000000 Penalty: 5395.483398
	Iteration 62F: 3 clusters Score -7372412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (113186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113186 members 
Entering Unmasked Estep 
Score: -15625861.000000 Penalty: 2885.923340
	Iteration 0F: 2 clusters Score -1.562586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56852 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -15550376.000000 Penalty: 5771.846680
	Iteration 0F: 3 clusters Score -1.555038e+07 nChanged 53680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60138 members 
Mstep: Class 2 contains 53048 members 
Entering Unmasked Estep 
Score: -15581377.000000 Penalty: 5771.846680
	Iteration 1F: 3 clusters Score -1.558138e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -15582374.000000 Penalty: 5771.846680
	Iteration 2Q: 3 clusters Score -1.558237e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65075 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -15583810.000000 Penalty: 5771.846680
	Iteration 3Q: 3 clusters Score -1.558381e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69468 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -15586267.000000 Penalty: 5771.846680
	Iteration 4Q: 3 clusters Score -1.558627e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75603 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -15590288.000000 Penalty: 5771.846680
	Iteration 5F: 3 clusters Score -1.559029e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83529 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -15596531.000000 Penalty: 5771.846680
	Iteration 6F: 3 clusters Score -1.559653e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92404 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -15604639.000000 Penalty: 5771.846680
	Iteration 7F: 3 clusters Score -1.560464e+07 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100329 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -15612396.000000 Penalty: 5771.846680
	Iteration 8F: 3 clusters Score -1.56124e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105997 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -15618028.000000 Penalty: 5771.846680
	Iteration 9F: 3 clusters Score -1.561803e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109204 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -15621066.000000 Penalty: 5771.846680
	Iteration 10Q: 3 clusters Score -1.562107e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110820 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -15622547.000000 Penalty: 5771.846680
	Iteration 11Q: 3 clusters Score -1.562255e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111505 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -15623265.000000 Penalty: 5771.846680
	Iteration 12Q: 3 clusters Score -1.562326e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111786 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -15623520.000000 Penalty: 5771.846680
	Iteration 13Q: 3 clusters Score -1.562352e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111919 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -15623673.000000 Penalty: 5771.846680
	Iteration 14Q: 3 clusters Score -1.562367e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111982 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -15623765.000000 Penalty: 5771.846680
	Iteration 15Q: 3 clusters Score -1.562376e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112028 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -15623793.000000 Penalty: 5771.846680
	Iteration 16Q: 3 clusters Score -1.562379e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112066 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -15623835.000000 Penalty: 5771.846680
	Iteration 17Q: 3 clusters Score -1.562384e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112094 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -15623867.000000 Penalty: 5771.846680
	Iteration 18Q: 3 clusters Score -1.562387e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112111 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -15623878.000000 Penalty: 5771.846680
	Iteration 19Q: 3 clusters Score -1.562388e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112132 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -15623904.000000 Penalty: 5771.846680
	Iteration 20F: 3 clusters Score -1.56239e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112145 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -15623927.000000 Penalty: 5771.846680
	Iteration 21Q: 3 clusters Score -1.562393e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112151 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -15623934.000000 Penalty: 5771.846680
	Iteration 22Q: 3 clusters Score -1.562393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112154 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -15623926.000000 Penalty: 5771.846680
	Iteration 23Q: 3 clusters Score -1.562393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112153 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -15623928.000000 Penalty: 5771.846680
	Iteration 24Q: 3 clusters Score -1.562393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112154 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -15623926.000000 Penalty: 5771.846680
	Iteration 25Q: 3 clusters Score -1.562393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112155 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -15623923.000000 Penalty: 5771.846680
	Iteration 26Q: 3 clusters Score -1.562392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112156 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -15623927.000000 Penalty: 5771.846680
	Iteration 27Q: 3 clusters Score -1.562393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112157 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -15623921.000000 Penalty: 5771.846680
	Iteration 28Q: 3 clusters Score -1.562392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112159 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -15623912.000000 Penalty: 5771.846680
	Iteration 29Q: 3 clusters Score -1.562391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112158 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -15623913.000000 Penalty: 5771.846680
	Iteration 30Q: 3 clusters Score -1.562391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112156 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -15623935.000000 Penalty: 5771.846680
	Iteration 31Q: 3 clusters Score -1.562394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112154 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -15623928.000000 Penalty: 5771.846680
	Iteration 32Q: 3 clusters Score -1.562393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112155 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -15623928.000000 Penalty: 5771.846680
	Iteration 33Q: 3 clusters Score -1.562393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112156 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -15623929.000000 Penalty: 5771.846680
	Iteration 34Q: 3 clusters Score -1.562393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112159 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -15623929.000000 Penalty: 5771.846680
	Iteration 35Q: 3 clusters Score -1.562393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112158 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -15623934.000000 Penalty: 5771.846680
	Iteration 36Q: 3 clusters Score -1.562393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112159 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -15623936.000000 Penalty: 5771.846680
	Iteration 37Q: 3 clusters Score -1.562394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112160 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -15623938.000000 Penalty: 5771.846680
	Iteration 38Q: 3 clusters Score -1.562394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112163 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -15623940.000000 Penalty: 5771.846680
	Iteration 39Q: 3 clusters Score -1.562394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112161 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -15623937.000000 Penalty: 5771.846680
	Iteration 40F: 3 clusters Score -1.562394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112160 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -15623943.000000 Penalty: 5771.846680
	Iteration 41Q: 3 clusters Score -1.562394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112160 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -15623943.000000 Penalty: 5771.846680
	Iteration 42F: 3 clusters Score -1.562394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Entering Unmasked Estep 
Score: -2832079.250000 Penalty: 2472.101562
	Iteration 0F: 2 clusters Score -2832079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2817022.500000 Penalty: 4944.203125
	Iteration 0F: 3 clusters Score -2817022 nChanged 9500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2822122.500000 Penalty: 4944.203125
	Iteration 1F: 3 clusters Score -2822122 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2822708.000000 Penalty: 4944.203125
	Iteration 2F: 3 clusters Score -2822708 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2823393.500000 Penalty: 4944.203125
	Iteration 3F: 3 clusters Score -2823394 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2824265.500000 Penalty: 4944.203125
	Iteration 4F: 3 clusters Score -2824266 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2825382.000000 Penalty: 4944.203125
	Iteration 5F: 3 clusters Score -2825382 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2826601.750000 Penalty: 4944.203125
	Iteration 6F: 3 clusters Score -2826602 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2827796.250000 Penalty: 4944.203125
	Iteration 7F: 3 clusters Score -2827796 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2828774.500000 Penalty: 4944.203125
	Iteration 8F: 3 clusters Score -2828774 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2829506.750000 Penalty: 4944.203125
	Iteration 9Q: 3 clusters Score -2829507 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2829953.500000 Penalty: 4944.203125
	Iteration 10Q: 3 clusters Score -2829954 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2830191.000000 Penalty: 4944.203125
	Iteration 11Q: 3 clusters Score -2830191 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2830308.000000 Penalty: 4944.203125
	Iteration 12Q: 3 clusters Score -2830308 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2830367.500000 Penalty: 4944.203125
	Iteration 13Q: 3 clusters Score -2830368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2830406.250000 Penalty: 4944.203125
	Iteration 14Q: 3 clusters Score -2830406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2830434.000000 Penalty: 4944.203125
	Iteration 15Q: 3 clusters Score -2830434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2830450.000000 Penalty: 4944.203125
	Iteration 16Q: 3 clusters Score -2830450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2830459.500000 Penalty: 4944.203125
	Iteration 17Q: 3 clusters Score -2830460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2830469.500000 Penalty: 4944.203125
	Iteration 18Q: 3 clusters Score -2830470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2830476.250000 Penalty: 4944.203125
	Iteration 19Q: 3 clusters Score -2830476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2830475.000000 Penalty: 4944.203125
	Iteration 20F: 3 clusters Score -2830475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2830480.500000 Penalty: 4944.203125
	Iteration 21Q: 3 clusters Score -2830480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2830483.250000 Penalty: 4944.203125
	Iteration 22Q: 3 clusters Score -2830483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2830482.500000 Penalty: 4944.203125
	Iteration 23Q: 3 clusters Score -2830482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2830482.500000 Penalty: 4944.203125
	Iteration 24F: 3 clusters Score -2830482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (175346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175346 members 
Entering Unmasked Estep 
Score: -24075890.000000 Penalty: 2994.479980
	Iteration 0F: 2 clusters Score -2.407589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87925 members 
Mstep: Class 2 contains 87421 members 
Entering Unmasked Estep 
Score: -23961118.000000 Penalty: 5988.959961
	Iteration 0F: 3 clusters Score -2.396112e+07 nChanged 84225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90126 members 
Mstep: Class 2 contains 85220 members 
Entering Unmasked Estep 
Score: -24011214.000000 Penalty: 5988.959961
	Iteration 1F: 3 clusters Score -2.401121e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92198 members 
Mstep: Class 2 contains 83148 members 
Entering Unmasked Estep 
Score: -24013262.000000 Penalty: 5988.959961
	Iteration 2Q: 3 clusters Score -2.401326e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95594 members 
Mstep: Class 2 contains 79752 members 
Entering Unmasked Estep 
Score: -24016402.000000 Penalty: 5988.959961
	Iteration 3Q: 3 clusters Score -2.40164e+07 nChanged 9241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100941 members 
Mstep: Class 2 contains 74405 members 
Entering Unmasked Estep 
Score: -24021228.000000 Penalty: 5988.959961
	Iteration 4F: 3 clusters Score -2.402123e+07 nChanged 11307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108552 members 
Mstep: Class 2 contains 66794 members 
Entering Unmasked Estep 
Score: -24028516.000000 Penalty: 5988.959961
	Iteration 5F: 3 clusters Score -2.402852e+07 nChanged 12668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117878 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -24038206.000000 Penalty: 5988.959961
	Iteration 6F: 3 clusters Score -2.403821e+07 nChanged 12401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126923 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -24048172.000000 Penalty: 5988.959961
	Iteration 7F: 3 clusters Score -2.404817e+07 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134061 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -24056190.000000 Penalty: 5988.959961
	Iteration 8F: 3 clusters Score -2.405619e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139065 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -24060692.000000 Penalty: 5988.959961
	Iteration 9Q: 3 clusters Score -2.406069e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142833 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -24063418.000000 Penalty: 5988.959961
	Iteration 10Q: 3 clusters Score -2.406342e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146171 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -24065474.000000 Penalty: 5988.959961
	Iteration 11Q: 3 clusters Score -2.406547e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149428 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -24067096.000000 Penalty: 5988.959961
	Iteration 12Q: 3 clusters Score -2.40671e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152512 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -24068570.000000 Penalty: 5988.959961
	Iteration 13Q: 3 clusters Score -2.406857e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155416 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -24069832.000000 Penalty: 5988.959961
	Iteration 14Q: 3 clusters Score -2.406983e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158010 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -24071006.000000 Penalty: 5988.959961
	Iteration 15Q: 3 clusters Score -2.407101e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160280 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -24071956.000000 Penalty: 5988.959961
	Iteration 16Q: 3 clusters Score -2.407196e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162312 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -24072746.000000 Penalty: 5988.959961
	Iteration 17Q: 3 clusters Score -2.407275e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164069 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -24073254.000000 Penalty: 5988.959961
	Iteration 18Q: 3 clusters Score -2.407325e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165584 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -24073696.000000 Penalty: 5988.959961
	Iteration 19Q: 3 clusters Score -2.40737e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166887 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -24074012.000000 Penalty: 5988.959961
	Iteration 20F: 3 clusters Score -2.407401e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167920 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -24074134.000000 Penalty: 5988.959961
	Iteration 21Q: 3 clusters Score -2.407413e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168780 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -24074244.000000 Penalty: 5988.959961
	Iteration 22Q: 3 clusters Score -2.407424e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169498 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -24074332.000000 Penalty: 5988.959961
	Iteration 23Q: 3 clusters Score -2.407433e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170140 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -24074352.000000 Penalty: 5988.959961
	Iteration 24Q: 3 clusters Score -2.407435e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170687 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -24074466.000000 Penalty: 5988.959961
	Iteration 25Q: 3 clusters Score -2.407447e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171147 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -24074492.000000 Penalty: 5988.959961
	Iteration 26Q: 3 clusters Score -2.407449e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171543 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -24074504.000000 Penalty: 5988.959961
	Iteration 27Q: 3 clusters Score -2.40745e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171866 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -24074556.000000 Penalty: 5988.959961
	Iteration 28Q: 3 clusters Score -2.407456e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172122 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -24074574.000000 Penalty: 5988.959961
	Iteration 29Q: 3 clusters Score -2.407457e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172310 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -24074568.000000 Penalty: 5988.959961
	Iteration 30Q: 3 clusters Score -2.407457e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172470 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -24074532.000000 Penalty: 5988.959961
	Iteration 31Q: 3 clusters Score -2.407453e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172595 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -24074604.000000 Penalty: 5988.959961
	Iteration 32Q: 3 clusters Score -2.40746e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172700 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -24074586.000000 Penalty: 5988.959961
	Iteration 33Q: 3 clusters Score -2.407459e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172788 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -24074594.000000 Penalty: 5988.959961
	Iteration 34Q: 3 clusters Score -2.407459e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172867 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -24074606.000000 Penalty: 5988.959961
	Iteration 35Q: 3 clusters Score -2.407461e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172931 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -24074610.000000 Penalty: 5988.959961
	Iteration 36Q: 3 clusters Score -2.407461e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172985 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -24074636.000000 Penalty: 5988.959961
	Iteration 37Q: 3 clusters Score -2.407464e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173035 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -24074634.000000 Penalty: 5988.959961
	Iteration 38Q: 3 clusters Score -2.407463e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173070 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -24074638.000000 Penalty: 5988.959961
	Iteration 39Q: 3 clusters Score -2.407464e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173095 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -24074650.000000 Penalty: 5988.959961
	Iteration 40F: 3 clusters Score -2.407465e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173112 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -24074626.000000 Penalty: 5988.959961
	Iteration 41Q: 3 clusters Score -2.407463e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173127 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -24074610.000000 Penalty: 5988.959961
	Iteration 42Q: 3 clusters Score -2.407461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173136 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -24074592.000000 Penalty: 5988.959961
	Iteration 43Q: 3 clusters Score -2.407459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173144 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -24074588.000000 Penalty: 5988.959961
	Iteration 44Q: 3 clusters Score -2.407459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173149 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -24074580.000000 Penalty: 5988.959961
	Iteration 45Q: 3 clusters Score -2.407458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173152 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -24074592.000000 Penalty: 5988.959961
	Iteration 46Q: 3 clusters Score -2.407459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173153 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -24074602.000000 Penalty: 5988.959961
	Iteration 47Q: 3 clusters Score -2.40746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173155 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -24074602.000000 Penalty: 5988.959961
	Iteration 48Q: 3 clusters Score -2.40746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173158 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -24074596.000000 Penalty: 5988.959961
	Iteration 49Q: 3 clusters Score -2.40746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173162 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -24074604.000000 Penalty: 5988.959961
	Iteration 50Q: 3 clusters Score -2.40746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173164 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -24074598.000000 Penalty: 5988.959961
	Iteration 51Q: 3 clusters Score -2.40746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173164 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -24074606.000000 Penalty: 5988.959961
	Iteration 52Q: 3 clusters Score -2.407461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173165 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -24074608.000000 Penalty: 5988.959961
	Iteration 53Q: 3 clusters Score -2.407461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173166 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -24074612.000000 Penalty: 5988.959961
	Iteration 54Q: 3 clusters Score -2.407461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173167 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -24074604.000000 Penalty: 5988.959961
	Iteration 55Q: 3 clusters Score -2.40746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173169 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -24074604.000000 Penalty: 5988.959961
	Iteration 56Q: 3 clusters Score -2.40746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173173 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -24074598.000000 Penalty: 5988.959961
	Iteration 57Q: 3 clusters Score -2.40746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173178 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -24074588.000000 Penalty: 5988.959961
	Iteration 58Q: 3 clusters Score -2.407459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173182 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -24074594.000000 Penalty: 5988.959961
	Iteration 59Q: 3 clusters Score -2.407459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173183 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -24074586.000000 Penalty: 5988.959961
	Iteration 60F: 3 clusters Score -2.407459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Entering Unmasked Estep 
Score: -9230769.000000 Penalty: 2755.286865
	Iteration 0F: 2 clusters Score -9230769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -9185809.000000 Penalty: 5510.573730
	Iteration 0F: 3 clusters Score -9185809 nChanged 31258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -9203462.000000 Penalty: 5510.573730
	Iteration 1F: 3 clusters Score -9203462 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -9204234.000000 Penalty: 5510.573730
	Iteration 2Q: 3 clusters Score -9204234 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -9205095.000000 Penalty: 5510.573730
	Iteration 3Q: 3 clusters Score -9205095 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -9206109.000000 Penalty: 5510.573730
	Iteration 4Q: 3 clusters Score -9206109 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -9207566.000000 Penalty: 5510.573730
	Iteration 5Q: 3 clusters Score -9207566 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -9209661.000000 Penalty: 5510.573730
	Iteration 6F: 3 clusters Score -9209661 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -9212316.000000 Penalty: 5510.573730
	Iteration 7F: 3 clusters Score -9212316 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 49624 members 
Entering Unmasked Estep 
Score: -9215435.000000 Penalty: 5510.573730
	Iteration 8F: 3 clusters Score -9215435 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -9218417.000000 Penalty: 5510.573730
	Iteration 9F: 3 clusters Score -9218417 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 55951 members 
Entering Unmasked Estep 
Score: -9221071.000000 Penalty: 5510.573730
	Iteration 10Q: 3 clusters Score -9221071 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 58334 members 
Entering Unmasked Estep 
Score: -9222977.000000 Penalty: 5510.573730
	Iteration 11Q: 3 clusters Score -9222977 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 60207 members 
Entering Unmasked Estep 
Score: -9224388.000000 Penalty: 5510.573730
	Iteration 12Q: 3 clusters Score -9224388 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 61712 members 
Entering Unmasked Estep 
Score: -9225410.000000 Penalty: 5510.573730
	Iteration 13Q: 3 clusters Score -9225410 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -9226158.000000 Penalty: 5510.573730
	Iteration 14Q: 3 clusters Score -9226158 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 63858 members 
Entering Unmasked Estep 
Score: -9226799.000000 Penalty: 5510.573730
	Iteration 15Q: 3 clusters Score -9226799 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 64555 members 
Entering Unmasked Estep 
Score: -9227286.000000 Penalty: 5510.573730
	Iteration 16Q: 3 clusters Score -9227286 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 65049 members 
Entering Unmasked Estep 
Score: -9227583.000000 Penalty: 5510.573730
	Iteration 17Q: 3 clusters Score -9227583 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -9227795.000000 Penalty: 5510.573730
	Iteration 18Q: 3 clusters Score -9227795 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 65597 members 
Entering Unmasked Estep 
Score: -9227920.000000 Penalty: 5510.573730
	Iteration 19Q: 3 clusters Score -9227920 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 65750 members 
Entering Unmasked Estep 
Score: -9228037.000000 Penalty: 5510.573730
	Iteration 20F: 3 clusters Score -9228037 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 65865 members 
Entering Unmasked Estep 
Score: -9228105.000000 Penalty: 5510.573730
	Iteration 21Q: 3 clusters Score -9228105 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 65942 members 
Entering Unmasked Estep 
Score: -9228178.000000 Penalty: 5510.573730
	Iteration 22Q: 3 clusters Score -9228178 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 66006 members 
Entering Unmasked Estep 
Score: -9228209.000000 Penalty: 5510.573730
	Iteration 23Q: 3 clusters Score -9228209 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -9228254.000000 Penalty: 5510.573730
	Iteration 24Q: 3 clusters Score -9228254 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 66092 members 
Entering Unmasked Estep 
Score: -9228270.000000 Penalty: 5510.573730
	Iteration 25Q: 3 clusters Score -9228270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 66118 members 
Entering Unmasked Estep 
Score: -9228287.000000 Penalty: 5510.573730
	Iteration 26Q: 3 clusters Score -9228287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 66133 members 
Entering Unmasked Estep 
Score: -9228311.000000 Penalty: 5510.573730
	Iteration 27Q: 3 clusters Score -9228311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -9228324.000000 Penalty: 5510.573730
	Iteration 28Q: 3 clusters Score -9228324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 66171 members 
Entering Unmasked Estep 
Score: -9228340.000000 Penalty: 5510.573730
	Iteration 29Q: 3 clusters Score -9228340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 66190 members 
Entering Unmasked Estep 
Score: -9228349.000000 Penalty: 5510.573730
	Iteration 30Q: 3 clusters Score -9228349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 66207 members 
Entering Unmasked Estep 
Score: -9228354.000000 Penalty: 5510.573730
	Iteration 31Q: 3 clusters Score -9228354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 66218 members 
Entering Unmasked Estep 
Score: -9228353.000000 Penalty: 5510.573730
	Iteration 32Q: 3 clusters Score -9228353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 66224 members 
Entering Unmasked Estep 
Score: -9228362.000000 Penalty: 5510.573730
	Iteration 33Q: 3 clusters Score -9228362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 66233 members 
Entering Unmasked Estep 
Score: -9228365.000000 Penalty: 5510.573730
	Iteration 34Q: 3 clusters Score -9228365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -9228393.000000 Penalty: 5510.573730
	Iteration 35Q: 3 clusters Score -9228393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 66243 members 
Entering Unmasked Estep 
Score: -9228393.000000 Penalty: 5510.573730
	Iteration 36Q: 3 clusters Score -9228393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 66246 members 
Entering Unmasked Estep 
Score: -9228401.000000 Penalty: 5510.573730
	Iteration 37Q: 3 clusters Score -9228401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 66250 members 
Entering Unmasked Estep 
Score: -9228395.000000 Penalty: 5510.573730
	Iteration 38Q: 3 clusters Score -9228395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -9228397.000000 Penalty: 5510.573730
	Iteration 39Q: 3 clusters Score -9228397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 66255 members 
Entering Unmasked Estep 
Score: -9228400.000000 Penalty: 5510.573730
	Iteration 40F: 3 clusters Score -9228400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 66260 members 
Entering Unmasked Estep 
Score: -9228403.000000 Penalty: 5510.573730
	Iteration 41Q: 3 clusters Score -9228403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -9228412.000000 Penalty: 5510.573730
	Iteration 42Q: 3 clusters Score -9228412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 66266 members 
Entering Unmasked Estep 
Score: -9228408.000000 Penalty: 5510.573730
	Iteration 43Q: 3 clusters Score -9228408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -9228412.000000 Penalty: 5510.573730
	Iteration 44Q: 3 clusters Score -9228412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 66272 members 
Entering Unmasked Estep 
Score: -9228411.000000 Penalty: 5510.573730
	Iteration 45Q: 3 clusters Score -9228411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 66275 members 
Entering Unmasked Estep 
Score: -9228415.000000 Penalty: 5510.573730
	Iteration 46Q: 3 clusters Score -9228415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 66278 members 
Entering Unmasked Estep 
Score: -9228415.000000 Penalty: 5510.573730
	Iteration 47Q: 3 clusters Score -9228415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 66280 members 
Entering Unmasked Estep 
Score: -9228416.000000 Penalty: 5510.573730
	Iteration 48Q: 3 clusters Score -9228416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 66281 members 
Entering Unmasked Estep 
Score: -9228418.000000 Penalty: 5510.573730
	Iteration 49Q: 3 clusters Score -9228418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 66281 members 
Entering Unmasked Estep 
Score: -9228418.000000 Penalty: 5510.573730
	Iteration 50F: 3 clusters Score -9228418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Entering Unmasked Estep 
Score: -1883831.250000 Penalty: 2359.324219
	Iteration 0F: 2 clusters Score -1883831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1873880.250000 Penalty: 4718.648438
	Iteration 0F: 3 clusters Score -1873880 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1876965.875000 Penalty: 4718.648438
	Iteration 1F: 3 clusters Score -1876966 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1877326.750000 Penalty: 4718.648438
	Iteration 2F: 3 clusters Score -1877327 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1877620.000000 Penalty: 4718.648438
	Iteration 3Q: 3 clusters Score -1877620 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1877845.625000 Penalty: 4718.648438
	Iteration 4Q: 3 clusters Score -1877846 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1878062.875000 Penalty: 4718.648438
	Iteration 5Q: 3 clusters Score -1878063 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1878315.250000 Penalty: 4718.648438
	Iteration 6Q: 3 clusters Score -1878315 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1878620.125000 Penalty: 4718.648438
	Iteration 7Q: 3 clusters Score -1878620 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1878950.875000 Penalty: 4718.648438
	Iteration 8Q: 3 clusters Score -1878951 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1879325.750000 Penalty: 4718.648438
	Iteration 9Q: 3 clusters Score -1879326 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1879768.750000 Penalty: 4718.648438
	Iteration 10Q: 3 clusters Score -1879769 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1880262.625000 Penalty: 4718.648438
	Iteration 11Q: 3 clusters Score -1880263 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1880698.750000 Penalty: 4718.648438
	Iteration 12Q: 3 clusters Score -1880699 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1880968.000000 Penalty: 4718.648438
	Iteration 13Q: 3 clusters Score -1880968 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1881119.250000 Penalty: 4718.648438
	Iteration 14Q: 3 clusters Score -1881119 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1881194.750000 Penalty: 4718.648438
	Iteration 15Q: 3 clusters Score -1881195 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1881248.000000 Penalty: 4718.648438
	Iteration 16Q: 3 clusters Score -1881248 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1881285.625000 Penalty: 4718.648438
	Iteration 17Q: 3 clusters Score -1881286 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1881313.500000 Penalty: 4718.648438
	Iteration 18Q: 3 clusters Score -1881314 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1881346.125000 Penalty: 4718.648438
	Iteration 19Q: 3 clusters Score -1881346 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1881372.375000 Penalty: 4718.648438
	Iteration 20F: 3 clusters Score -1881372 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1881389.750000 Penalty: 4718.648438
	Iteration 21Q: 3 clusters Score -1881390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1881400.875000 Penalty: 4718.648438
	Iteration 22Q: 3 clusters Score -1881401 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1881411.375000 Penalty: 4718.648438
	Iteration 23Q: 3 clusters Score -1881411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1881426.000000 Penalty: 4718.648438
	Iteration 24Q: 3 clusters Score -1881426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1881433.250000 Penalty: 4718.648438
	Iteration 25Q: 3 clusters Score -1881433 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1881446.125000 Penalty: 4718.648438
	Iteration 26Q: 3 clusters Score -1881446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1881457.500000 Penalty: 4718.648438
	Iteration 27Q: 3 clusters Score -1881458 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1881481.000000 Penalty: 4718.648438
	Iteration 28Q: 3 clusters Score -1881481 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1881492.375000 Penalty: 4718.648438
	Iteration 29Q: 3 clusters Score -1881492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1881511.000000 Penalty: 4718.648438
	Iteration 30Q: 3 clusters Score -1881511 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1881530.500000 Penalty: 4718.648438
	Iteration 31Q: 3 clusters Score -1881530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1881545.625000 Penalty: 4718.648438
	Iteration 32Q: 3 clusters Score -1881546 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1881561.875000 Penalty: 4718.648438
	Iteration 33Q: 3 clusters Score -1881562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1881567.125000 Penalty: 4718.648438
	Iteration 34Q: 3 clusters Score -1881567 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1881572.625000 Penalty: 4718.648438
	Iteration 35Q: 3 clusters Score -1881573 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1881589.750000 Penalty: 4718.648438
	Iteration 36Q: 3 clusters Score -1881590 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1881604.875000 Penalty: 4718.648438
	Iteration 37Q: 3 clusters Score -1881605 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1881616.125000 Penalty: 4718.648438
	Iteration 38Q: 3 clusters Score -1881616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1881624.125000 Penalty: 4718.648438
	Iteration 39Q: 3 clusters Score -1881624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1881621.500000 Penalty: 4718.648438
	Iteration 40F: 3 clusters Score -1881622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1881626.875000 Penalty: 4718.648438
	Iteration 41Q: 3 clusters Score -1881627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1881630.500000 Penalty: 4718.648438
	Iteration 42Q: 3 clusters Score -1881630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1881634.250000 Penalty: 4718.648438
	Iteration 43Q: 3 clusters Score -1881634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1881633.125000 Penalty: 4718.648438
	Iteration 44Q: 3 clusters Score -1881633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1881636.000000 Penalty: 4718.648438
	Iteration 45Q: 3 clusters Score -1881636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1881640.625000 Penalty: 4718.648438
	Iteration 46Q: 3 clusters Score -1881641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1881646.250000 Penalty: 4718.648438
	Iteration 47Q: 3 clusters Score -1881646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1881645.500000 Penalty: 4718.648438
	Iteration 48Q: 3 clusters Score -1881646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1881655.500000 Penalty: 4718.648438
	Iteration 49Q: 3 clusters Score -1881656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1881655.625000 Penalty: 4718.648438
	Iteration 50Q: 3 clusters Score -1881656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1881655.000000 Penalty: 4718.648438
	Iteration 51Q: 3 clusters Score -1881655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1881656.375000 Penalty: 4718.648438
	Iteration 52Q: 3 clusters Score -1881656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1881662.375000 Penalty: 4718.648438
	Iteration 53Q: 3 clusters Score -1881662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1881675.750000 Penalty: 4718.648438
	Iteration 54Q: 3 clusters Score -1881676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1881673.750000 Penalty: 4718.648438
	Iteration 55Q: 3 clusters Score -1881674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1881674.125000 Penalty: 4718.648438
	Iteration 56Q: 3 clusters Score -1881674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1881680.125000 Penalty: 4718.648438
	Iteration 57Q: 3 clusters Score -1881680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1881686.875000 Penalty: 4718.648438
	Iteration 58Q: 3 clusters Score -1881687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1881691.625000 Penalty: 4718.648438
	Iteration 59Q: 3 clusters Score -1881692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1881697.625000 Penalty: 4718.648438
	Iteration 60F: 3 clusters Score -1881698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1881694.625000 Penalty: 4718.648438
	Iteration 61Q: 3 clusters Score -1881695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1881697.000000 Penalty: 4718.648438
	Iteration 62Q: 3 clusters Score -1881697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1881702.875000 Penalty: 4718.648438
	Iteration 63Q: 3 clusters Score -1881703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1881704.375000 Penalty: 4718.648438
	Iteration 64Q: 3 clusters Score -1881704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1881702.250000 Penalty: 4718.648438
	Iteration 65Q: 3 clusters Score -1881702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1881702.125000 Penalty: 4718.648438
	Iteration 66Q: 3 clusters Score -1881702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1881700.375000 Penalty: 4718.648438
	Iteration 67Q: 3 clusters Score -1881700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1881700.750000 Penalty: 4718.648438
	Iteration 68Q: 3 clusters Score -1881701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1881700.750000 Penalty: 4718.648438
	Iteration 69F: 3 clusters Score -1881701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -63427.613281 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -63427.61 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 289 members 
Entering Unmasked Estep 
Score: -61927.363281 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -61927.36 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -62149.292969 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -62149.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62236.433594 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -62236.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -62298.601562 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -62298.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -62361.144531 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -62361.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -62428.375000 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -62428.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62508.453125 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -62508.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62577.484375 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -62577.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62636.214844 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -62636.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62690.074219 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -62690.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -62779.968750 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -62779.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62884.324219 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -62884.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62937.234375 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -62937.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62977.222656 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -62977.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63012.992188 Penalty: 3123.366211
	Iteration 14Q: 3 clusters Score -63012.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63023.117188 Penalty: 3123.366211
	Iteration 15Q: 3 clusters Score -63023.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63050.589844 Penalty: 3123.366211
	Iteration 16Q: 3 clusters Score -63050.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63086.582031 Penalty: 3123.366211
	Iteration 17Q: 3 clusters Score -63086.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63105.773438 Penalty: 3123.366211
	Iteration 18Q: 3 clusters Score -63105.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63141.820312 Penalty: 3123.366211
	Iteration 19Q: 3 clusters Score -63141.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63177.164062 Penalty: 3123.366211
	Iteration 20F: 3 clusters Score -63177.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63242.953125 Penalty: 3123.366211
	Iteration 21Q: 3 clusters Score -63242.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63288.902344 Penalty: 3123.366211
	Iteration 22Q: 3 clusters Score -63288.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63364.574219 Penalty: 3123.366211
	Iteration 23Q: 3 clusters Score -63364.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63400.078125 Penalty: 3123.366211
	Iteration 24Q: 3 clusters Score -63400.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63426.785156 Penalty: 3123.366211
	Iteration 25Q: 3 clusters Score -63426.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63426.785156 Penalty: 3123.366211
	Iteration 26F: 3 clusters Score -63426.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Entering Unmasked Estep 
Score: -4244830.500000 Penalty: 2566.569580
	Iteration 0F: 2 clusters Score -4244830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -4223485.500000 Penalty: 5133.139160
	Iteration 0F: 3 clusters Score -4223486 nChanged 14101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -4230975.000000 Penalty: 5133.139160
	Iteration 1F: 3 clusters Score -4230975 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -4231405.000000 Penalty: 5133.139160
	Iteration 2Q: 3 clusters Score -4231405 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -4231792.000000 Penalty: 5133.139160
	Iteration 3Q: 3 clusters Score -4231792 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -4232128.500000 Penalty: 5133.139160
	Iteration 4Q: 3 clusters Score -4232128 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -4232429.000000 Penalty: 5133.139160
	Iteration 5Q: 3 clusters Score -4232429 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -4232805.000000 Penalty: 5133.139160
	Iteration 6Q: 3 clusters Score -4232805 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -4233367.000000 Penalty: 5133.139160
	Iteration 7Q: 3 clusters Score -4233367 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -4234096.000000 Penalty: 5133.139160
	Iteration 8Q: 3 clusters Score -4234096 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -4235061.000000 Penalty: 5133.139160
	Iteration 9F: 3 clusters Score -4235061 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -4236360.500000 Penalty: 5133.139160
	Iteration 10F: 3 clusters Score -4236360 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -4237829.000000 Penalty: 5133.139160
	Iteration 11F: 3 clusters Score -4237829 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -4239065.000000 Penalty: 5133.139160
	Iteration 12Q: 3 clusters Score -4239065 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -4240053.500000 Penalty: 5133.139160
	Iteration 13Q: 3 clusters Score -4240054 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4240770.000000 Penalty: 5133.139160
	Iteration 14Q: 3 clusters Score -4240770 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4241322.500000 Penalty: 5133.139160
	Iteration 15Q: 3 clusters Score -4241322 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4241702.500000 Penalty: 5133.139160
	Iteration 16Q: 3 clusters Score -4241702 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4241957.000000 Penalty: 5133.139160
	Iteration 17Q: 3 clusters Score -4241957 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4242155.000000 Penalty: 5133.139160
	Iteration 18Q: 3 clusters Score -4242155 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4242280.000000 Penalty: 5133.139160
	Iteration 19Q: 3 clusters Score -4242280 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4242359.500000 Penalty: 5133.139160
	Iteration 20F: 3 clusters Score -4242360 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4242412.000000 Penalty: 5133.139160
	Iteration 21Q: 3 clusters Score -4242412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4242459.500000 Penalty: 5133.139160
	Iteration 22Q: 3 clusters Score -4242460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4242478.500000 Penalty: 5133.139160
	Iteration 23Q: 3 clusters Score -4242478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4242494.000000 Penalty: 5133.139160
	Iteration 24Q: 3 clusters Score -4242494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4242498.500000 Penalty: 5133.139160
	Iteration 25Q: 3 clusters Score -4242498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4242518.500000 Penalty: 5133.139160
	Iteration 26Q: 3 clusters Score -4242518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4242524.000000 Penalty: 5133.139160
	Iteration 27Q: 3 clusters Score -4242524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4242523.000000 Penalty: 5133.139160
	Iteration 28Q: 3 clusters Score -4242523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4242530.500000 Penalty: 5133.139160
	Iteration 29Q: 3 clusters Score -4242530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4242530.000000 Penalty: 5133.139160
	Iteration 30Q: 3 clusters Score -4242530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4242533.000000 Penalty: 5133.139160
	Iteration 31Q: 3 clusters Score -4242533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4242543.500000 Penalty: 5133.139160
	Iteration 32Q: 3 clusters Score -4242544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4242545.500000 Penalty: 5133.139160
	Iteration 33Q: 3 clusters Score -4242546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4242549.000000 Penalty: 5133.139160
	Iteration 34Q: 3 clusters Score -4242549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4242553.500000 Penalty: 5133.139160
	Iteration 35Q: 3 clusters Score -4242554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4242552.000000 Penalty: 5133.139160
	Iteration 36Q: 3 clusters Score -4242552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4242553.500000 Penalty: 5133.139160
	Iteration 37Q: 3 clusters Score -4242554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4242553.500000 Penalty: 5133.139160
	Iteration 38F: 3 clusters Score -4242554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211675 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 153877 members 
Mstep: Class 5 contains 14800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 52997 members 
Mstep: Class 9 contains 113186 members 
Mstep: Class 10 contains 21336 members 
Mstep: Class 11 contains 175346 members 
Mstep: Class 14 contains 66838 members 
Mstep: Class 19 contains 13540 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 31228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081312.000000 Penalty: 47436.613281
Iteration 159Q: 15 clusters Score -1.160813e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211674 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 153900 members 
Mstep: Class 5 contains 14800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53027 members 
Mstep: Class 9 contains 113068 members 
Mstep: Class 10 contains 21328 members 
Mstep: Class 11 contains 175401 members 
Mstep: Class 14 contains 66853 members 
Mstep: Class 19 contains 13533 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081424.000000 Penalty: 47436.613281
Iteration 160F: 15 clusters Score -1.160814e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211671 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 153925 members 
Mstep: Class 5 contains 14802 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53048 members 
Mstep: Class 9 contains 112962 members 
Mstep: Class 10 contains 21321 members 
Mstep: Class 11 contains 175456 members 
Mstep: Class 14 contains 66869 members 
Mstep: Class 19 contains 13522 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081432.000000 Penalty: 47436.613281
Iteration 161Q: 15 clusters Score -1.160814e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211657 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 153975 members 
Mstep: Class 5 contains 14798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53054 members 
Mstep: Class 9 contains 112874 members 
Mstep: Class 10 contains 21311 members 
Mstep: Class 11 contains 175511 members 
Mstep: Class 14 contains 66875 members 
Mstep: Class 19 contains 13517 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081224.000000 Penalty: 47436.613281
Iteration 162Q: 15 clusters Score -1.160812e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211656 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154029 members 
Mstep: Class 5 contains 14799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53063 members 
Mstep: Class 9 contains 112775 members 
Mstep: Class 10 contains 21308 members 
Mstep: Class 11 contains 175538 members 
Mstep: Class 14 contains 66889 members 
Mstep: Class 19 contains 13512 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081240.000000 Penalty: 47436.613281
Iteration 163Q: 15 clusters Score -1.160812e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211647 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154058 members 
Mstep: Class 5 contains 14795 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53082 members 
Mstep: Class 9 contains 112692 members 
Mstep: Class 10 contains 21305 members 
Mstep: Class 11 contains 175566 members 
Mstep: Class 14 contains 66910 members 
Mstep: Class 19 contains 13512 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081368.000000 Penalty: 47436.613281
Iteration 164Q: 15 clusters Score -1.160814e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211619 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154098 members 
Mstep: Class 5 contains 14796 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53099 members 
Mstep: Class 9 contains 112614 members 
Mstep: Class 10 contains 21297 members 
Mstep: Class 11 contains 175597 members 
Mstep: Class 14 contains 66936 members 
Mstep: Class 19 contains 13507 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081232.000000 Penalty: 47436.613281
Iteration 165Q: 15 clusters Score -1.160812e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211586 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154119 members 
Mstep: Class 5 contains 14799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53115 members 
Mstep: Class 9 contains 112549 members 
Mstep: Class 10 contains 21290 members 
Mstep: Class 11 contains 175638 members 
Mstep: Class 14 contains 66958 members 
Mstep: Class 19 contains 13505 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081304.000000 Penalty: 47436.613281
Iteration 166Q: 15 clusters Score -1.160813e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211559 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154135 members 
Mstep: Class 5 contains 14802 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53135 members 
Mstep: Class 9 contains 112464 members 
Mstep: Class 10 contains 21282 members 
Mstep: Class 11 contains 175695 members 
Mstep: Class 14 contains 66980 members 
Mstep: Class 19 contains 13500 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081240.000000 Penalty: 47436.613281
Iteration 167Q: 15 clusters Score -1.160812e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211554 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154147 members 
Mstep: Class 5 contains 14802 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53150 members 
Mstep: Class 9 contains 112379 members 
Mstep: Class 10 contains 21275 members 
Mstep: Class 11 contains 175731 members 
Mstep: Class 14 contains 67012 members 
Mstep: Class 19 contains 13498 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081256.000000 Penalty: 47436.613281
Iteration 168Q: 15 clusters Score -1.160813e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211521 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154145 members 
Mstep: Class 5 contains 14802 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53167 members 
Mstep: Class 9 contains 112308 members 
Mstep: Class 10 contains 21270 members 
Mstep: Class 11 contains 175790 members 
Mstep: Class 14 contains 67036 members 
Mstep: Class 19 contains 13501 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081224.000000 Penalty: 47436.613281
Iteration 169Q: 15 clusters Score -1.160812e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211499 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154154 members 
Mstep: Class 5 contains 14797 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53189 members 
Mstep: Class 9 contains 112228 members 
Mstep: Class 10 contains 21261 members 
Mstep: Class 11 contains 175849 members 
Mstep: Class 14 contains 67053 members 
Mstep: Class 19 contains 13500 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081216.000000 Penalty: 47436.613281
Iteration 170Q: 15 clusters Score -1.160812e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211467 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154160 members 
Mstep: Class 5 contains 14792 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53209 members 
Mstep: Class 9 contains 112158 members 
Mstep: Class 10 contains 21252 members 
Mstep: Class 11 contains 175896 members 
Mstep: Class 14 contains 67092 members 
Mstep: Class 19 contains 13496 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081256.000000 Penalty: 47436.613281
Iteration 171Q: 15 clusters Score -1.160813e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211447 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154162 members 
Mstep: Class 5 contains 14789 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53236 members 
Mstep: Class 9 contains 112084 members 
Mstep: Class 10 contains 21246 members 
Mstep: Class 11 contains 175936 members 
Mstep: Class 14 contains 67118 members 
Mstep: Class 19 contains 13495 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081240.000000 Penalty: 47436.613281
Iteration 172Q: 15 clusters Score -1.160812e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211422 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154190 members 
Mstep: Class 5 contains 14785 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53262 members 
Mstep: Class 9 contains 112011 members 
Mstep: Class 10 contains 21238 members 
Mstep: Class 11 contains 175958 members 
Mstep: Class 14 contains 67138 members 
Mstep: Class 19 contains 13494 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081272.000000 Penalty: 47436.613281
Iteration 173Q: 15 clusters Score -1.160813e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211418 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154228 members 
Mstep: Class 5 contains 14784 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53282 members 
Mstep: Class 9 contains 111930 members 
Mstep: Class 10 contains 21226 members 
Mstep: Class 11 contains 175973 members 
Mstep: Class 14 contains 67151 members 
Mstep: Class 19 contains 13497 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081200.000000 Penalty: 47436.613281
Iteration 174Q: 15 clusters Score -1.160812e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211405 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154276 members 
Mstep: Class 5 contains 14787 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53292 members 
Mstep: Class 9 contains 111855 members 
Mstep: Class 10 contains 21215 members 
Mstep: Class 11 contains 175990 members 
Mstep: Class 14 contains 67160 members 
Mstep: Class 19 contains 13498 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081320.000000 Penalty: 47436.613281
Iteration 175Q: 15 clusters Score -1.160813e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211380 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154304 members 
Mstep: Class 5 contains 14791 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53304 members 
Mstep: Class 9 contains 111778 members 
Mstep: Class 10 contains 21209 members 
Mstep: Class 11 contains 176036 members 
Mstep: Class 14 contains 67171 members 
Mstep: Class 19 contains 13495 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081192.000000 Penalty: 47436.613281
Iteration 176Q: 15 clusters Score -1.160812e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211378 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154326 members 
Mstep: Class 5 contains 14788 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53318 members 
Mstep: Class 9 contains 111700 members 
Mstep: Class 10 contains 21196 members 
Mstep: Class 11 contains 176072 members 
Mstep: Class 14 contains 67182 members 
Mstep: Class 19 contains 13495 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081224.000000 Penalty: 47436.613281
Iteration 177Q: 15 clusters Score -1.160812e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211377 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154336 members 
Mstep: Class 5 contains 14786 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53333 members 
Mstep: Class 9 contains 111633 members 
Mstep: Class 10 contains 21185 members 
Mstep: Class 11 contains 176112 members 
Mstep: Class 14 contains 67189 members 
Mstep: Class 19 contains 13495 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081256.000000 Penalty: 47436.613281
Iteration 178Q: 15 clusters Score -1.160813e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211362 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154360 members 
Mstep: Class 5 contains 14785 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53354 members 
Mstep: Class 9 contains 111570 members 
Mstep: Class 10 contains 21173 members 
Mstep: Class 11 contains 176141 members 
Mstep: Class 14 contains 67199 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081296.000000 Penalty: 47436.613281
Iteration 179Q: 15 clusters Score -1.160813e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211340 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154375 members 
Mstep: Class 5 contains 14785 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53369 members 
Mstep: Class 9 contains 111506 members 
Mstep: Class 10 contains 21166 members 
Mstep: Class 11 contains 176183 members 
Mstep: Class 14 contains 67210 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081232.000000 Penalty: 47436.613281
Iteration 180F: 15 clusters Score -1.160812e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211342 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154394 members 
Mstep: Class 5 contains 14782 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53385 members 
Mstep: Class 9 contains 111450 members 
Mstep: Class 10 contains 21159 members 
Mstep: Class 11 contains 176201 members 
Mstep: Class 14 contains 67220 members 
Mstep: Class 19 contains 13486 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081160.000000 Penalty: 47436.613281
Iteration 181Q: 15 clusters Score -1.160812e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211334 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154409 members 
Mstep: Class 5 contains 14782 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53396 members 
Mstep: Class 9 contains 111396 members 
Mstep: Class 10 contains 21155 members 
Mstep: Class 11 contains 176230 members 
Mstep: Class 14 contains 67231 members 
Mstep: Class 19 contains 13481 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081352.000000 Penalty: 47436.613281
Iteration 182Q: 15 clusters Score -1.160814e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211315 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154419 members 
Mstep: Class 5 contains 14780 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53414 members 
Mstep: Class 9 contains 111356 members 
Mstep: Class 10 contains 21151 members 
Mstep: Class 11 contains 176259 members 
Mstep: Class 14 contains 67235 members 
Mstep: Class 19 contains 13481 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081328.000000 Penalty: 47436.613281
Iteration 183Q: 15 clusters Score -1.160813e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211304 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154435 members 
Mstep: Class 5 contains 14785 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53430 members 
Mstep: Class 9 contains 111304 members 
Mstep: Class 10 contains 21149 members 
Mstep: Class 11 contains 176276 members 
Mstep: Class 14 contains 67243 members 
Mstep: Class 19 contains 13482 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081136.000000 Penalty: 47436.613281
Iteration 184Q: 15 clusters Score -1.160811e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211295 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154444 members 
Mstep: Class 5 contains 14791 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53439 members 
Mstep: Class 9 contains 111261 members 
Mstep: Class 10 contains 21148 members 
Mstep: Class 11 contains 176300 members 
Mstep: Class 14 contains 67250 members 
Mstep: Class 19 contains 13480 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081064.000000 Penalty: 47436.613281
Iteration 185Q: 15 clusters Score -1.160811e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211287 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154441 members 
Mstep: Class 5 contains 14792 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53448 members 
Mstep: Class 9 contains 111232 members 
Mstep: Class 10 contains 21147 members 
Mstep: Class 11 contains 176326 members 
Mstep: Class 14 contains 67257 members 
Mstep: Class 19 contains 13479 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081128.000000 Penalty: 47436.613281
Iteration 186Q: 15 clusters Score -1.160811e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211277 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154455 members 
Mstep: Class 5 contains 14795 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53453 members 
Mstep: Class 9 contains 111181 members 
Mstep: Class 10 contains 21142 members 
Mstep: Class 11 contains 176359 members 
Mstep: Class 14 contains 67262 members 
Mstep: Class 19 contains 13481 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081080.000000 Penalty: 47436.613281
Iteration 187Q: 15 clusters Score -1.160811e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211289 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154474 members 
Mstep: Class 5 contains 14797 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53453 members 
Mstep: Class 9 contains 111133 members 
Mstep: Class 10 contains 21137 members 
Mstep: Class 11 contains 176371 members 
Mstep: Class 14 contains 67265 members 
Mstep: Class 19 contains 13484 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081176.000000 Penalty: 47436.613281
Iteration 188Q: 15 clusters Score -1.160812e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211285 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154486 members 
Mstep: Class 5 contains 14799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53454 members 
Mstep: Class 9 contains 111093 members 
Mstep: Class 10 contains 21130 members 
Mstep: Class 11 contains 176387 members 
Mstep: Class 14 contains 67273 members 
Mstep: Class 19 contains 13487 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081256.000000 Penalty: 47436.613281
Iteration 189Q: 15 clusters Score -1.160813e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211277 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154505 members 
Mstep: Class 5 contains 14799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53459 members 
Mstep: Class 9 contains 111052 members 
Mstep: Class 10 contains 21123 members 
Mstep: Class 11 contains 176405 members 
Mstep: Class 14 contains 67279 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081168.000000 Penalty: 47436.613281
Iteration 190Q: 15 clusters Score -1.160812e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211273 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154521 members 
Mstep: Class 5 contains 14799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53469 members 
Mstep: Class 9 contains 111018 members 
Mstep: Class 10 contains 21114 members 
Mstep: Class 11 contains 176408 members 
Mstep: Class 14 contains 67286 members 
Mstep: Class 19 contains 13492 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081128.000000 Penalty: 47436.613281
Iteration 191Q: 15 clusters Score -1.160811e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211269 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154531 members 
Mstep: Class 5 contains 14800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53472 members 
Mstep: Class 9 contains 110986 members 
Mstep: Class 10 contains 21107 members 
Mstep: Class 11 contains 176420 members 
Mstep: Class 14 contains 67297 members 
Mstep: Class 19 contains 13492 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081016.000000 Penalty: 47436.613281
Iteration 192Q: 15 clusters Score -1.16081e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211259 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154538 members 
Mstep: Class 5 contains 14802 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53474 members 
Mstep: Class 9 contains 110956 members 
Mstep: Class 10 contains 21100 members 
Mstep: Class 11 contains 176439 members 
Mstep: Class 14 contains 67302 members 
Mstep: Class 19 contains 13495 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081088.000000 Penalty: 47436.613281
Iteration 193Q: 15 clusters Score -1.160811e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211254 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154536 members 
Mstep: Class 5 contains 14803 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53482 members 
Mstep: Class 9 contains 110925 members 
Mstep: Class 10 contains 21092 members 
Mstep: Class 11 contains 176458 members 
Mstep: Class 14 contains 67314 members 
Mstep: Class 19 contains 13495 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080952.000000 Penalty: 47436.613281
Iteration 194Q: 15 clusters Score -1.16081e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211237 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154549 members 
Mstep: Class 5 contains 14805 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53485 members 
Mstep: Class 9 contains 110891 members 
Mstep: Class 10 contains 21092 members 
Mstep: Class 11 contains 176478 members 
Mstep: Class 14 contains 67317 members 
Mstep: Class 19 contains 13499 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080952.000000 Penalty: 47436.613281
Iteration 195Q: 15 clusters Score -1.16081e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211221 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154555 members 
Mstep: Class 5 contains 14806 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53490 members 
Mstep: Class 9 contains 110866 members 
Mstep: Class 10 contains 21087 members 
Mstep: Class 11 contains 176492 members 
Mstep: Class 14 contains 67324 members 
Mstep: Class 19 contains 13506 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081024.000000 Penalty: 47436.613281
Iteration 196Q: 15 clusters Score -1.16081e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211216 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154559 members 
Mstep: Class 5 contains 14808 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53488 members 
Mstep: Class 9 contains 110833 members 
Mstep: Class 10 contains 21082 members 
Mstep: Class 11 contains 176509 members 
Mstep: Class 14 contains 67341 members 
Mstep: Class 19 contains 13507 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080960.000000 Penalty: 47436.613281
Iteration 197Q: 15 clusters Score -1.16081e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211212 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154560 members 
Mstep: Class 5 contains 14808 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53491 members 
Mstep: Class 9 contains 110805 members 
Mstep: Class 10 contains 21077 members 
Mstep: Class 11 contains 176529 members 
Mstep: Class 14 contains 67353 members 
Mstep: Class 19 contains 13502 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080920.000000 Penalty: 47436.613281
Iteration 198Q: 15 clusters Score -1.160809e+08 nChanged 92
Entering ConstructFrom: 
Score: -116080920.000000 Penalty: 47436.613281
Entering ConstructFrom: 
Trying to split cluster 1 (211201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211201 members 
Entering Unmasked Estep 
Score: -28908446.000000 Penalty: 3040.620361
	Iteration 0F: 2 clusters Score -2.890845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105234 members 
Mstep: Class 2 contains 105967 members 
Entering Unmasked Estep 
Score: -28779858.000000 Penalty: 6081.240723
	Iteration 0F: 3 clusters Score -2.877986e+07 nChanged 101507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97869 members 
Mstep: Class 2 contains 113332 members 
Entering Unmasked Estep 
Score: -28839742.000000 Penalty: 6081.240723
	Iteration 1F: 3 clusters Score -2.883974e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92978 members 
Mstep: Class 2 contains 118223 members 
Entering Unmasked Estep 
Score: -28841432.000000 Penalty: 6081.240723
	Iteration 2Q: 3 clusters Score -2.884143e+07 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85442 members 
Mstep: Class 2 contains 125759 members 
Entering Unmasked Estep 
Score: -28844356.000000 Penalty: 6081.240723
	Iteration 3Q: 3 clusters Score -2.884436e+07 nChanged 11419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74347 members 
Mstep: Class 2 contains 136854 members 
Entering Unmasked Estep 
Score: -28849918.000000 Penalty: 6081.240723
	Iteration 4F: 3 clusters Score -2.884992e+07 nChanged 15726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 152448 members 
Entering Unmasked Estep 
Score: -28860438.000000 Penalty: 6081.240723
	Iteration 5F: 3 clusters Score -2.886044e+07 nChanged 19271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 171657 members 
Entering Unmasked Estep 
Score: -28875340.000000 Penalty: 6081.240723
	Iteration 6F: 3 clusters Score -2.887534e+07 nChanged 18456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 190089 members 
Entering Unmasked Estep 
Score: -28889830.000000 Penalty: 6081.240723
	Iteration 7F: 3 clusters Score -2.888983e+07 nChanged 12527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 202608 members 
Entering Unmasked Estep 
Score: -28898844.000000 Penalty: 6081.240723
	Iteration 8F: 3 clusters Score -2.889884e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 208255 members 
Entering Unmasked Estep 
Score: -28903174.000000 Penalty: 6081.240723
	Iteration 9Q: 3 clusters Score -2.890317e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 210108 members 
Entering Unmasked Estep 
Score: -28904732.000000 Penalty: 6081.240723
	Iteration 10Q: 3 clusters Score -2.890473e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 210610 members 
Entering Unmasked Estep 
Score: -28905224.000000 Penalty: 6081.240723
	Iteration 11Q: 3 clusters Score -2.890522e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 210752 members 
Entering Unmasked Estep 
Score: -28905426.000000 Penalty: 6081.240723
	Iteration 12Q: 3 clusters Score -2.890543e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 210811 members 
Entering Unmasked Estep 
Score: -28905580.000000 Penalty: 6081.240723
	Iteration 13Q: 3 clusters Score -2.890558e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 210838 members 
Entering Unmasked Estep 
Score: -28905618.000000 Penalty: 6081.240723
	Iteration 14Q: 3 clusters Score -2.890562e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 210847 members 
Entering Unmasked Estep 
Score: -28905620.000000 Penalty: 6081.240723
	Iteration 15Q: 3 clusters Score -2.890562e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 210856 members 
Entering Unmasked Estep 
Score: -28905670.000000 Penalty: 6081.240723
	Iteration 16Q: 3 clusters Score -2.890567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 210862 members 
Entering Unmasked Estep 
Score: -28905686.000000 Penalty: 6081.240723
	Iteration 17Q: 3 clusters Score -2.890569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 210865 members 
Entering Unmasked Estep 
Score: -28905672.000000 Penalty: 6081.240723
	Iteration 18Q: 3 clusters Score -2.890567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 210865 members 
Entering Unmasked Estep 
Score: -28905672.000000 Penalty: 6081.240723
	Iteration 19F: 3 clusters Score -2.890567e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -154603.921875 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -154603.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -152535.453125 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -152535.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -152900.890625 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -152900.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -153087.062500 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -153087.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -153290.640625 Penalty: 3514.606934
	Iteration 3F: 3 clusters Score -153290.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -153580.015625 Penalty: 3514.606934
	Iteration 4F: 3 clusters Score -153580 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -154075.562500 Penalty: 3514.606934
	Iteration 5F: 3 clusters Score -154075.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -154430.625000 Penalty: 3514.606934
	Iteration 6F: 3 clusters Score -154430.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -154579.906250 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -154579.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -154621.953125 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -154622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -154657.937500 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -154657.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -154680.625000 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -154680.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -154687.906250 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -154687.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -154695.984375 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -154696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -154698.734375 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -154698.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -154699.312500 Penalty: 3514.606934
	Iteration 14Q: 3 clusters Score -154699.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -154699.312500 Penalty: 3514.606934
	Iteration 15F: 3 clusters Score -154699.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211201 members 
Mstep: Class 2 contains 871 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154570 members 
Mstep: Class 5 contains 14807 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 53493 members 
Mstep: Class 9 contains 110786 members 
Mstep: Class 10 contains 21072 members 
Mstep: Class 11 contains 176548 members 
Mstep: Class 14 contains 67357 members 
Mstep: Class 19 contains 13500 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31488 members 
Entering Unmasked Estep 
Score: -116079224.000000 Penalty: 50824.945312
Splitting cluster 2 changes total score from -116080920.000000 to -116079224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -160060.968750 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -160061 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 631 members 
Entering Unmasked Estep 
Score: -157926.984375 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -157927 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -158278.593750 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -158278.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -158384.468750 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -158384.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -158455.546875 Penalty: 3540.484131
	Iteration 3Q: 3 clusters Score -158455.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -158497.843750 Penalty: 3540.484131
	Iteration 4Q: 3 clusters Score -158497.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -158527.484375 Penalty: 3540.484131
	Iteration 5Q: 3 clusters Score -158527.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -158546.531250 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -158546.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -158563.359375 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -158563.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -158583.859375 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -158583.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -158613.859375 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -158613.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -158642.531250 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -158642.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -158682.890625 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -158682.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -158722.343750 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -158722.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -158767.968750 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -158768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -158799.921875 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -158799.9 nChanged 21
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: -158828.437500 Penalty: 3540.484131
	Iteration 15Q: 3 clusters Score -158828.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -158847.484375 Penalty: 3540.484131
	Iteration 16Q: 3 clusters Score -158847.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -158859.218750 Penalty: 3540.484131
	Iteration 17Q: 3 clusters Score -158859.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -158882.578125 Penalty: 3540.484131
	Iteration 18Q: 3 clusters Score -158882.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -158894.671875 Penalty: 3540.484131
	Iteration 19Q: 3 clusters Score -158894.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -158914.687500 Penalty: 3540.484131
	Iteration 20F: 3 clusters Score -158914.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -158942.578125 Penalty: 3540.484131
	Iteration 21Q: 3 clusters Score -158942.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -158972.875000 Penalty: 3540.484131
	Iteration 22Q: 3 clusters Score -158972.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -159025.765625 Penalty: 3540.484131
	Iteration 23Q: 3 clusters Score -159025.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -159139.890625 Penalty: 3540.484131
	Iteration 24Q: 3 clusters Score -159139.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -159254.125000 Penalty: 3540.484131
	Iteration 25Q: 3 clusters Score -159254.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -159351.265625 Penalty: 3540.484131
	Iteration 26Q: 3 clusters Score -159351.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -159408.562500 Penalty: 3540.484131
	Iteration 27Q: 3 clusters Score -159408.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -159567.718750 Penalty: 3540.484131
	Iteration 28Q: 3 clusters Score -159567.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -159740.546875 Penalty: 3540.484131
	Iteration 29Q: 3 clusters Score -159740.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -159778.875000 Penalty: 3540.484131
	Iteration 30Q: 3 clusters Score -159778.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -159781.750000 Penalty: 3540.484131
	Iteration 31Q: 3 clusters Score -159781.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -159783.328125 Penalty: 3540.484131
	Iteration 32Q: 3 clusters Score -159783.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -159783.328125 Penalty: 3540.484131
	Iteration 33F: 3 clusters Score -159783.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (154570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154570 members 
Entering Unmasked Estep 
Score: -21307466.000000 Penalty: 2963.203857
	Iteration 0F: 2 clusters Score -2.130747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77010 members 
Mstep: Class 2 contains 77560 members 
Entering Unmasked Estep 
Score: -21205106.000000 Penalty: 5926.407715
	Iteration 0F: 3 clusters Score -2.120511e+07 nChanged 73951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71413 members 
Mstep: Class 2 contains 83157 members 
Entering Unmasked Estep 
Score: -21248668.000000 Penalty: 5926.407715
	Iteration 1F: 3 clusters Score -2.124867e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68036 members 
Mstep: Class 2 contains 86534 members 
Entering Unmasked Estep 
Score: -21250530.000000 Penalty: 5926.407715
	Iteration 2Q: 3 clusters Score -2.125053e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63010 members 
Mstep: Class 2 contains 91560 members 
Entering Unmasked Estep 
Score: -21253040.000000 Penalty: 5926.407715
	Iteration 3Q: 3 clusters Score -2.125304e+07 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55659 members 
Mstep: Class 2 contains 98911 members 
Entering Unmasked Estep 
Score: -21257710.000000 Penalty: 5926.407715
	Iteration 4F: 3 clusters Score -2.125771e+07 nChanged 11098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 108941 members 
Entering Unmasked Estep 
Score: -21265072.000000 Penalty: 5926.407715
	Iteration 5F: 3 clusters Score -2.126507e+07 nChanged 12786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 120963 members 
Entering Unmasked Estep 
Score: -21276208.000000 Penalty: 5926.407715
	Iteration 6F: 3 clusters Score -2.127621e+07 nChanged 12012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 132487 members 
Entering Unmasked Estep 
Score: -21287644.000000 Penalty: 5926.407715
	Iteration 7F: 3 clusters Score -2.128764e+07 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 140656 members 
Entering Unmasked Estep 
Score: -21295928.000000 Penalty: 5926.407715
	Iteration 8F: 3 clusters Score -2.129593e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 145353 members 
Entering Unmasked Estep 
Score: -21300616.000000 Penalty: 5926.407715
	Iteration 9Q: 3 clusters Score -2.130062e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 147597 members 
Entering Unmasked Estep 
Score: -21302816.000000 Penalty: 5926.407715
	Iteration 10Q: 3 clusters Score -2.130282e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 148747 members 
Entering Unmasked Estep 
Score: -21303678.000000 Penalty: 5926.407715
	Iteration 11Q: 3 clusters Score -2.130368e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 149528 members 
Entering Unmasked Estep 
Score: -21304190.000000 Penalty: 5926.407715
	Iteration 12Q: 3 clusters Score -2.130419e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 150093 members 
Entering Unmasked Estep 
Score: -21304562.000000 Penalty: 5926.407715
	Iteration 13Q: 3 clusters Score -2.130456e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 150519 members 
Entering Unmasked Estep 
Score: -21304752.000000 Penalty: 5926.407715
	Iteration 14Q: 3 clusters Score -2.130475e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 150855 members 
Entering Unmasked Estep 
Score: -21304834.000000 Penalty: 5926.407715
	Iteration 15Q: 3 clusters Score -2.130483e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 151124 members 
Entering Unmasked Estep 
Score: -21304980.000000 Penalty: 5926.407715
	Iteration 16Q: 3 clusters Score -2.130498e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 151339 members 
Entering Unmasked Estep 
Score: -21305054.000000 Penalty: 5926.407715
	Iteration 17Q: 3 clusters Score -2.130505e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 151508 members 
Entering Unmasked Estep 
Score: -21305050.000000 Penalty: 5926.407715
	Iteration 18Q: 3 clusters Score -2.130505e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 151658 members 
Entering Unmasked Estep 
Score: -21305106.000000 Penalty: 5926.407715
	Iteration 19Q: 3 clusters Score -2.130511e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 151796 members 
Entering Unmasked Estep 
Score: -21305132.000000 Penalty: 5926.407715
	Iteration 20F: 3 clusters Score -2.130513e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 151909 members 
Entering Unmasked Estep 
Score: -21305154.000000 Penalty: 5926.407715
	Iteration 21Q: 3 clusters Score -2.130515e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 151995 members 
Entering Unmasked Estep 
Score: -21305162.000000 Penalty: 5926.407715
	Iteration 22Q: 3 clusters Score -2.130516e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 152071 members 
Entering Unmasked Estep 
Score: -21305192.000000 Penalty: 5926.407715
	Iteration 23Q: 3 clusters Score -2.130519e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 152132 members 
Entering Unmasked Estep 
Score: -21305224.000000 Penalty: 5926.407715
	Iteration 24Q: 3 clusters Score -2.130522e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 152197 members 
Entering Unmasked Estep 
Score: -21305232.000000 Penalty: 5926.407715
	Iteration 25Q: 3 clusters Score -2.130523e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 152256 members 
Entering Unmasked Estep 
Score: -21305278.000000 Penalty: 5926.407715
	Iteration 26Q: 3 clusters Score -2.130528e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 152320 members 
Entering Unmasked Estep 
Score: -21305280.000000 Penalty: 5926.407715
	Iteration 27Q: 3 clusters Score -2.130528e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 152373 members 
Entering Unmasked Estep 
Score: -21305312.000000 Penalty: 5926.407715
	Iteration 28Q: 3 clusters Score -2.130531e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 152411 members 
Entering Unmasked Estep 
Score: -21305284.000000 Penalty: 5926.407715
	Iteration 29Q: 3 clusters Score -2.130528e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 152443 members 
Entering Unmasked Estep 
Score: -21305330.000000 Penalty: 5926.407715
	Iteration 30Q: 3 clusters Score -2.130533e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 152476 members 
Entering Unmasked Estep 
Score: -21305378.000000 Penalty: 5926.407715
	Iteration 31Q: 3 clusters Score -2.130538e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 152503 members 
Entering Unmasked Estep 
Score: -21305384.000000 Penalty: 5926.407715
	Iteration 32Q: 3 clusters Score -2.130538e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 152527 members 
Entering Unmasked Estep 
Score: -21305396.000000 Penalty: 5926.407715
	Iteration 33Q: 3 clusters Score -2.13054e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 152559 members 
Entering Unmasked Estep 
Score: -21305394.000000 Penalty: 5926.407715
	Iteration 34Q: 3 clusters Score -2.130539e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 152586 members 
Entering Unmasked Estep 
Score: -21305408.000000 Penalty: 5926.407715
	Iteration 35Q: 3 clusters Score -2.130541e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 152609 members 
Entering Unmasked Estep 
Score: -21305416.000000 Penalty: 5926.407715
	Iteration 36Q: 3 clusters Score -2.130542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 152619 members 
Entering Unmasked Estep 
Score: -21305414.000000 Penalty: 5926.407715
	Iteration 37Q: 3 clusters Score -2.130541e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 152633 members 
Entering Unmasked Estep 
Score: -21305410.000000 Penalty: 5926.407715
	Iteration 38Q: 3 clusters Score -2.130541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 152643 members 
Entering Unmasked Estep 
Score: -21305408.000000 Penalty: 5926.407715
	Iteration 39Q: 3 clusters Score -2.130541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 152648 members 
Entering Unmasked Estep 
Score: -21305408.000000 Penalty: 5926.407715
	Iteration 40F: 3 clusters Score -2.130541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 152659 members 
Entering Unmasked Estep 
Score: -21305404.000000 Penalty: 5926.407715
	Iteration 41Q: 3 clusters Score -2.13054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 152664 members 
Entering Unmasked Estep 
Score: -21305398.000000 Penalty: 5926.407715
	Iteration 42Q: 3 clusters Score -2.13054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 152670 members 
Entering Unmasked Estep 
Score: -21305394.000000 Penalty: 5926.407715
	Iteration 43Q: 3 clusters Score -2.130539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 152675 members 
Entering Unmasked Estep 
Score: -21305418.000000 Penalty: 5926.407715
	Iteration 44Q: 3 clusters Score -2.130542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 152681 members 
Entering Unmasked Estep 
Score: -21305408.000000 Penalty: 5926.407715
	Iteration 45Q: 3 clusters Score -2.130541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 152685 members 
Entering Unmasked Estep 
Score: -21305424.000000 Penalty: 5926.407715
	Iteration 46Q: 3 clusters Score -2.130542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 152688 members 
Entering Unmasked Estep 
Score: -21305430.000000 Penalty: 5926.407715
	Iteration 47Q: 3 clusters Score -2.130543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 152689 members 
Entering Unmasked Estep 
Score: -21305420.000000 Penalty: 5926.407715
	Iteration 48Q: 3 clusters Score -2.130542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 152690 members 
Entering Unmasked Estep 
Score: -21305418.000000 Penalty: 5926.407715
	Iteration 49Q: 3 clusters Score -2.130542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 152691 members 
Entering Unmasked Estep 
Score: -21305420.000000 Penalty: 5926.407715
	Iteration 50Q: 3 clusters Score -2.130542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 152693 members 
Entering Unmasked Estep 
Score: -21305422.000000 Penalty: 5926.407715
	Iteration 51Q: 3 clusters Score -2.130542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 152693 members 
Entering Unmasked Estep 
Score: -21305422.000000 Penalty: 5926.407715
	Iteration 52F: 3 clusters Score -2.130542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Entering Unmasked Estep 
Score: -1948288.125000 Penalty: 2381.508301
	Iteration 0F: 2 clusters Score -1948288 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 7334 members 
Entering Unmasked Estep 
Score: -1937610.250000 Penalty: 4763.016602
	Iteration 0F: 3 clusters Score -1937610 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1940949.375000 Penalty: 4763.016602
	Iteration 1F: 3 clusters Score -1940949 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1941296.625000 Penalty: 4763.016602
	Iteration 2F: 3 clusters Score -1941297 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1941567.875000 Penalty: 4763.016602
	Iteration 3Q: 3 clusters Score -1941568 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1941800.750000 Penalty: 4763.016602
	Iteration 4Q: 3 clusters Score -1941801 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1942012.625000 Penalty: 4763.016602
	Iteration 5Q: 3 clusters Score -1942013 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1942241.375000 Penalty: 4763.016602
	Iteration 6Q: 3 clusters Score -1942241 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1942479.250000 Penalty: 4763.016602
	Iteration 7Q: 3 clusters Score -1942479 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1942768.750000 Penalty: 4763.016602
	Iteration 8Q: 3 clusters Score -1942769 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1943093.375000 Penalty: 4763.016602
	Iteration 9Q: 3 clusters Score -1943093 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1943518.500000 Penalty: 4763.016602
	Iteration 10Q: 3 clusters Score -1943518 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1943961.250000 Penalty: 4763.016602
	Iteration 11Q: 3 clusters Score -1943961 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1944454.875000 Penalty: 4763.016602
	Iteration 12Q: 3 clusters Score -1944455 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1944893.000000 Penalty: 4763.016602
	Iteration 13Q: 3 clusters Score -1944893 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1945229.375000 Penalty: 4763.016602
	Iteration 14Q: 3 clusters Score -1945229 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1945486.375000 Penalty: 4763.016602
	Iteration 15Q: 3 clusters Score -1945486 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1945713.250000 Penalty: 4763.016602
	Iteration 16Q: 3 clusters Score -1945713 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1945948.000000 Penalty: 4763.016602
	Iteration 17Q: 3 clusters Score -1945948 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1946122.750000 Penalty: 4763.016602
	Iteration 18Q: 3 clusters Score -1946123 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1946243.625000 Penalty: 4763.016602
	Iteration 19Q: 3 clusters Score -1946244 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1946316.750000 Penalty: 4763.016602
	Iteration 20F: 3 clusters Score -1946317 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1946358.750000 Penalty: 4763.016602
	Iteration 21Q: 3 clusters Score -1946359 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1946395.750000 Penalty: 4763.016602
	Iteration 22Q: 3 clusters Score -1946396 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1946420.875000 Penalty: 4763.016602
	Iteration 23Q: 3 clusters Score -1946421 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1946426.375000 Penalty: 4763.016602
	Iteration 24Q: 3 clusters Score -1946426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1946436.750000 Penalty: 4763.016602
	Iteration 25Q: 3 clusters Score -1946437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1946444.500000 Penalty: 4763.016602
	Iteration 26Q: 3 clusters Score -1946444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1946451.000000 Penalty: 4763.016602
	Iteration 27Q: 3 clusters Score -1946451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1946449.500000 Penalty: 4763.016602
	Iteration 28Q: 3 clusters Score -1946450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1946449.000000 Penalty: 4763.016602
	Iteration 29Q: 3 clusters Score -1946449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1946454.125000 Penalty: 4763.016602
	Iteration 30Q: 3 clusters Score -1946454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1946454.125000 Penalty: 4763.016602
	Iteration 31Q: 3 clusters Score -1946454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1946453.125000 Penalty: 4763.016602
	Iteration 32Q: 3 clusters Score -1946453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1946459.875000 Penalty: 4763.016602
	Iteration 33Q: 3 clusters Score -1946460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1946456.375000 Penalty: 4763.016602
	Iteration 34Q: 3 clusters Score -1946456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1946461.000000 Penalty: 4763.016602
	Iteration 35Q: 3 clusters Score -1946461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1946461.000000 Penalty: 4763.016602
	Iteration 36F: 3 clusters Score -1946461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -45934.695312 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -45934.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44685.203125 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -44685.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44943.843750 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -44943.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45114.261719 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -45114.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45256.980469 Penalty: 2965.527344
	Iteration 3F: 3 clusters Score -45256.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45321.203125 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -45321.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45362.355469 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -45362.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45380.968750 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -45380.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45397.082031 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -45397.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45411.472656 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -45411.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45448.285156 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -45448.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45472.898438 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -45472.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45486.156250 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -45486.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45486.156250 Penalty: 2965.527344
	Iteration 12F: 3 clusters Score -45486.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (53493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Entering Unmasked Estep 
Score: -7442328.000000 Penalty: 2700.052002
	Iteration 0F: 2 clusters Score -7442328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -7406250.500000 Penalty: 5400.104004
	Iteration 0F: 3 clusters Score -7406250 nChanged 24707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -7420017.500000 Penalty: 5400.104004
	Iteration 1F: 3 clusters Score -7420018 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -7420764.000000 Penalty: 5400.104004
	Iteration 2Q: 3 clusters Score -7420764 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -7421755.500000 Penalty: 5400.104004
	Iteration 3Q: 3 clusters Score -7421756 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -7423390.000000 Penalty: 5400.104004
	Iteration 4F: 3 clusters Score -7423390 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -7426169.000000 Penalty: 5400.104004
	Iteration 5F: 3 clusters Score -7426169 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -7430231.000000 Penalty: 5400.104004
	Iteration 6F: 3 clusters Score -7430231 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -7434463.500000 Penalty: 5400.104004
	Iteration 7F: 3 clusters Score -7434464 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49146 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -7437588.000000 Penalty: 5400.104004
	Iteration 8F: 3 clusters Score -7437588 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -7439405.000000 Penalty: 5400.104004
	Iteration 9Q: 3 clusters Score -7439405 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -7440290.500000 Penalty: 5400.104004
	Iteration 10Q: 3 clusters Score -7440290 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51958 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -7440695.000000 Penalty: 5400.104004
	Iteration 11Q: 3 clusters Score -7440695 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -7440906.000000 Penalty: 5400.104004
	Iteration 12Q: 3 clusters Score -7440906 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7440990.500000 Penalty: 5400.104004
	Iteration 13Q: 3 clusters Score -7440990 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7441038.500000 Penalty: 5400.104004
	Iteration 14Q: 3 clusters Score -7441038 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7441072.500000 Penalty: 5400.104004
	Iteration 15Q: 3 clusters Score -7441072 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52532 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7441105.500000 Penalty: 5400.104004
	Iteration 16Q: 3 clusters Score -7441106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52555 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7441120.000000 Penalty: 5400.104004
	Iteration 17Q: 3 clusters Score -7441120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7441134.500000 Penalty: 5400.104004
	Iteration 18Q: 3 clusters Score -7441134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7441133.000000 Penalty: 5400.104004
	Iteration 19Q: 3 clusters Score -7441133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7441136.000000 Penalty: 5400.104004
	Iteration 20F: 3 clusters Score -7441136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -7441133.000000 Penalty: 5400.104004
	Iteration 21Q: 3 clusters Score -7441133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7441132.000000 Penalty: 5400.104004
	Iteration 22Q: 3 clusters Score -7441132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7441137.500000 Penalty: 5400.104004
	Iteration 23Q: 3 clusters Score -7441138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -7441136.500000 Penalty: 5400.104004
	Iteration 24Q: 3 clusters Score -7441136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7441139.500000 Penalty: 5400.104004
	Iteration 25Q: 3 clusters Score -7441140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7441139.500000 Penalty: 5400.104004
	Iteration 26F: 3 clusters Score -7441140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (110786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110786 members 
Entering Unmasked Estep 
Score: -15298015.000000 Penalty: 2880.608154
	Iteration 0F: 2 clusters Score -1.529802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 55485 members 
Entering Unmasked Estep 
Score: -15224115.000000 Penalty: 5761.216309
	Iteration 0F: 3 clusters Score -1.522412e+07 nChanged 52471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 56046 members 
Entering Unmasked Estep 
Score: -15254534.000000 Penalty: 5761.216309
	Iteration 1F: 3 clusters Score -1.525453e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -15255302.000000 Penalty: 5761.216309
	Iteration 2Q: 3 clusters Score -1.52553e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -15256191.000000 Penalty: 5761.216309
	Iteration 3Q: 3 clusters Score -1.525619e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 57537 members 
Entering Unmasked Estep 
Score: -15257146.000000 Penalty: 5761.216309
	Iteration 4Q: 3 clusters Score -1.525715e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 58691 members 
Entering Unmasked Estep 
Score: -15258475.000000 Penalty: 5761.216309
	Iteration 5Q: 3 clusters Score -1.525848e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50381 members 
Mstep: Class 2 contains 60405 members 
Entering Unmasked Estep 
Score: -15260396.000000 Penalty: 5761.216309
	Iteration 6Q: 3 clusters Score -1.52604e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 62738 members 
Entering Unmasked Estep 
Score: -15262900.000000 Penalty: 5761.216309
	Iteration 7Q: 3 clusters Score -1.52629e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 65767 members 
Entering Unmasked Estep 
Score: -15266139.000000 Penalty: 5761.216309
	Iteration 8F: 3 clusters Score -1.526614e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 69482 members 
Entering Unmasked Estep 
Score: -15271033.000000 Penalty: 5761.216309
	Iteration 9F: 3 clusters Score -1.527103e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 72991 members 
Entering Unmasked Estep 
Score: -15276555.000000 Penalty: 5761.216309
	Iteration 10F: 3 clusters Score -1.527656e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 75669 members 
Entering Unmasked Estep 
Score: -15280630.000000 Penalty: 5761.216309
	Iteration 11F: 3 clusters Score -1.528063e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 77634 members 
Entering Unmasked Estep 
Score: -15282727.000000 Penalty: 5761.216309
	Iteration 12Q: 3 clusters Score -1.528273e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 79265 members 
Entering Unmasked Estep 
Score: -15283732.000000 Penalty: 5761.216309
	Iteration 13Q: 3 clusters Score -1.528373e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 80843 members 
Entering Unmasked Estep 
Score: -15284384.000000 Penalty: 5761.216309
	Iteration 14Q: 3 clusters Score -1.528438e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 82439 members 
Entering Unmasked Estep 
Score: -15284935.000000 Penalty: 5761.216309
	Iteration 15Q: 3 clusters Score -1.528494e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 84092 members 
Entering Unmasked Estep 
Score: -15285534.000000 Penalty: 5761.216309
	Iteration 16Q: 3 clusters Score -1.528553e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 85822 members 
Entering Unmasked Estep 
Score: -15286204.000000 Penalty: 5761.216309
	Iteration 17Q: 3 clusters Score -1.52862e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 87652 members 
Entering Unmasked Estep 
Score: -15286894.000000 Penalty: 5761.216309
	Iteration 18Q: 3 clusters Score -1.528689e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 89443 members 
Entering Unmasked Estep 
Score: -15287692.000000 Penalty: 5761.216309
	Iteration 19Q: 3 clusters Score -1.528769e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 91267 members 
Entering Unmasked Estep 
Score: -15288509.000000 Penalty: 5761.216309
	Iteration 20F: 3 clusters Score -1.528851e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 93065 members 
Entering Unmasked Estep 
Score: -15289350.000000 Penalty: 5761.216309
	Iteration 21Q: 3 clusters Score -1.528935e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 94853 members 
Entering Unmasked Estep 
Score: -15290230.000000 Penalty: 5761.216309
	Iteration 22Q: 3 clusters Score -1.529023e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 96562 members 
Entering Unmasked Estep 
Score: -15291045.000000 Penalty: 5761.216309
	Iteration 23Q: 3 clusters Score -1.529104e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 98077 members 
Entering Unmasked Estep 
Score: -15291712.000000 Penalty: 5761.216309
	Iteration 24Q: 3 clusters Score -1.529171e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 99449 members 
Entering Unmasked Estep 
Score: -15292392.000000 Penalty: 5761.216309
	Iteration 25Q: 3 clusters Score -1.529239e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 100730 members 
Entering Unmasked Estep 
Score: -15292967.000000 Penalty: 5761.216309
	Iteration 26Q: 3 clusters Score -1.529297e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 101898 members 
Entering Unmasked Estep 
Score: -15293497.000000 Penalty: 5761.216309
	Iteration 27Q: 3 clusters Score -1.52935e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 102896 members 
Entering Unmasked Estep 
Score: -15293875.000000 Penalty: 5761.216309
	Iteration 28Q: 3 clusters Score -1.529388e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 103810 members 
Entering Unmasked Estep 
Score: -15294251.000000 Penalty: 5761.216309
	Iteration 29Q: 3 clusters Score -1.529425e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 104584 members 
Entering Unmasked Estep 
Score: -15294525.000000 Penalty: 5761.216309
	Iteration 30Q: 3 clusters Score -1.529452e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 105260 members 
Entering Unmasked Estep 
Score: -15294829.000000 Penalty: 5761.216309
	Iteration 31Q: 3 clusters Score -1.529483e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 105848 members 
Entering Unmasked Estep 
Score: -15295025.000000 Penalty: 5761.216309
	Iteration 32Q: 3 clusters Score -1.529502e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 106358 members 
Entering Unmasked Estep 
Score: -15295196.000000 Penalty: 5761.216309
	Iteration 33Q: 3 clusters Score -1.52952e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 106819 members 
Entering Unmasked Estep 
Score: -15295367.000000 Penalty: 5761.216309
	Iteration 34Q: 3 clusters Score -1.529537e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 107188 members 
Entering Unmasked Estep 
Score: -15295485.000000 Penalty: 5761.216309
	Iteration 35Q: 3 clusters Score -1.529548e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 107514 members 
Entering Unmasked Estep 
Score: -15295537.000000 Penalty: 5761.216309
	Iteration 36Q: 3 clusters Score -1.529554e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 107794 members 
Entering Unmasked Estep 
Score: -15295650.000000 Penalty: 5761.216309
	Iteration 37Q: 3 clusters Score -1.529565e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 108024 members 
Entering Unmasked Estep 
Score: -15295731.000000 Penalty: 5761.216309
	Iteration 38Q: 3 clusters Score -1.529573e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 108224 members 
Entering Unmasked Estep 
Score: -15295781.000000 Penalty: 5761.216309
	Iteration 39Q: 3 clusters Score -1.529578e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 108384 members 
Entering Unmasked Estep 
Score: -15295804.000000 Penalty: 5761.216309
	Iteration 40F: 3 clusters Score -1.52958e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 108518 members 
Entering Unmasked Estep 
Score: -15295865.000000 Penalty: 5761.216309
	Iteration 41Q: 3 clusters Score -1.529586e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 108629 members 
Entering Unmasked Estep 
Score: -15295876.000000 Penalty: 5761.216309
	Iteration 42Q: 3 clusters Score -1.529588e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 108722 members 
Entering Unmasked Estep 
Score: -15295886.000000 Penalty: 5761.216309
	Iteration 43Q: 3 clusters Score -1.529589e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 108787 members 
Entering Unmasked Estep 
Score: -15295932.000000 Penalty: 5761.216309
	Iteration 44Q: 3 clusters Score -1.529593e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 108850 members 
Entering Unmasked Estep 
Score: -15295981.000000 Penalty: 5761.216309
	Iteration 45Q: 3 clusters Score -1.529598e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 108901 members 
Entering Unmasked Estep 
Score: -15295995.000000 Penalty: 5761.216309
	Iteration 46Q: 3 clusters Score -1.5296e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 108955 members 
Entering Unmasked Estep 
Score: -15295993.000000 Penalty: 5761.216309
	Iteration 47Q: 3 clusters Score -1.529599e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 108995 members 
Entering Unmasked Estep 
Score: -15296022.000000 Penalty: 5761.216309
	Iteration 48Q: 3 clusters Score -1.529602e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 109025 members 
Entering Unmasked Estep 
Score: -15296031.000000 Penalty: 5761.216309
	Iteration 49Q: 3 clusters Score -1.529603e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 109055 members 
Entering Unmasked Estep 
Score: -15296042.000000 Penalty: 5761.216309
	Iteration 50Q: 3 clusters Score -1.529604e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 109073 members 
Entering Unmasked Estep 
Score: -15296060.000000 Penalty: 5761.216309
	Iteration 51Q: 3 clusters Score -1.529606e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 109092 members 
Entering Unmasked Estep 
Score: -15296038.000000 Penalty: 5761.216309
	Iteration 52Q: 3 clusters Score -1.529604e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 109112 members 
Entering Unmasked Estep 
Score: -15296045.000000 Penalty: 5761.216309
	Iteration 53Q: 3 clusters Score -1.529604e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 109131 members 
Entering Unmasked Estep 
Score: -15296047.000000 Penalty: 5761.216309
	Iteration 54Q: 3 clusters Score -1.529605e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 109145 members 
Entering Unmasked Estep 
Score: -15296050.000000 Penalty: 5761.216309
	Iteration 55Q: 3 clusters Score -1.529605e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 109161 members 
Entering Unmasked Estep 
Score: -15296063.000000 Penalty: 5761.216309
	Iteration 56Q: 3 clusters Score -1.529606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 109173 members 
Entering Unmasked Estep 
Score: -15296072.000000 Penalty: 5761.216309
	Iteration 57Q: 3 clusters Score -1.529607e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 109186 members 
Entering Unmasked Estep 
Score: -15296070.000000 Penalty: 5761.216309
	Iteration 58Q: 3 clusters Score -1.529607e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 109199 members 
Entering Unmasked Estep 
Score: -15296071.000000 Penalty: 5761.216309
	Iteration 59Q: 3 clusters Score -1.529607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 109210 members 
Entering Unmasked Estep 
Score: -15296083.000000 Penalty: 5761.216309
	Iteration 60F: 3 clusters Score -1.529608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 109220 members 
Entering Unmasked Estep 
Score: -15296077.000000 Penalty: 5761.216309
	Iteration 61Q: 3 clusters Score -1.529608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 109229 members 
Entering Unmasked Estep 
Score: -15296057.000000 Penalty: 5761.216309
	Iteration 62Q: 3 clusters Score -1.529606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 109237 members 
Entering Unmasked Estep 
Score: -15296061.000000 Penalty: 5761.216309
	Iteration 63Q: 3 clusters Score -1.529606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 109245 members 
Entering Unmasked Estep 
Score: -15296074.000000 Penalty: 5761.216309
	Iteration 64Q: 3 clusters Score -1.529607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 109258 members 
Entering Unmasked Estep 
Score: -15296080.000000 Penalty: 5761.216309
	Iteration 65Q: 3 clusters Score -1.529608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 109262 members 
Entering Unmasked Estep 
Score: -15296074.000000 Penalty: 5761.216309
	Iteration 66Q: 3 clusters Score -1.529607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 109264 members 
Entering Unmasked Estep 
Score: -15296076.000000 Penalty: 5761.216309
	Iteration 67Q: 3 clusters Score -1.529608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 109264 members 
Entering Unmasked Estep 
Score: -15296076.000000 Penalty: 5761.216309
	Iteration 68F: 3 clusters Score -1.529608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Entering Unmasked Estep 
Score: -2796758.750000 Penalty: 2469.013916
	Iteration 0F: 2 clusters Score -2796759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2781938.500000 Penalty: 4938.027832
	Iteration 0F: 3 clusters Score -2781938 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2787326.250000 Penalty: 4938.027832
	Iteration 1F: 3 clusters Score -2787326 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2788066.750000 Penalty: 4938.027832
	Iteration 2F: 3 clusters Score -2788067 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2788797.500000 Penalty: 4938.027832
	Iteration 3F: 3 clusters Score -2788798 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2789539.250000 Penalty: 4938.027832
	Iteration 4F: 3 clusters Score -2789539 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2790361.000000 Penalty: 4938.027832
	Iteration 5F: 3 clusters Score -2790361 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2791234.500000 Penalty: 4938.027832
	Iteration 6F: 3 clusters Score -2791234 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2792065.250000 Penalty: 4938.027832
	Iteration 7F: 3 clusters Score -2792065 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2792775.500000 Penalty: 4938.027832
	Iteration 8Q: 3 clusters Score -2792776 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2793438.500000 Penalty: 4938.027832
	Iteration 9Q: 3 clusters Score -2793438 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2794044.250000 Penalty: 4938.027832
	Iteration 10Q: 3 clusters Score -2794044 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2794489.750000 Penalty: 4938.027832
	Iteration 11Q: 3 clusters Score -2794490 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2794750.750000 Penalty: 4938.027832
	Iteration 12Q: 3 clusters Score -2794751 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2794917.000000 Penalty: 4938.027832
	Iteration 13Q: 3 clusters Score -2794917 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -2795015.000000 Penalty: 4938.027832
	Iteration 14Q: 3 clusters Score -2795015 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -2795054.500000 Penalty: 4938.027832
	Iteration 15Q: 3 clusters Score -2795054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -2795077.500000 Penalty: 4938.027832
	Iteration 16Q: 3 clusters Score -2795078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2795099.500000 Penalty: 4938.027832
	Iteration 17Q: 3 clusters Score -2795100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -2795110.750000 Penalty: 4938.027832
	Iteration 18Q: 3 clusters Score -2795111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2795116.750000 Penalty: 4938.027832
	Iteration 19Q: 3 clusters Score -2795117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2795119.250000 Penalty: 4938.027832
	Iteration 20F: 3 clusters Score -2795119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2795124.500000 Penalty: 4938.027832
	Iteration 21Q: 3 clusters Score -2795124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2795126.750000 Penalty: 4938.027832
	Iteration 22Q: 3 clusters Score -2795127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2795124.250000 Penalty: 4938.027832
	Iteration 23Q: 3 clusters Score -2795124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2795130.000000 Penalty: 4938.027832
	Iteration 24Q: 3 clusters Score -2795130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2795130.000000 Penalty: 4938.027832
	Iteration 25F: 3 clusters Score -2795130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (176548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176548 members 
Entering Unmasked Estep 
Score: -24239914.000000 Penalty: 2996.174316
	Iteration 0F: 2 clusters Score -2.423991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88499 members 
Mstep: Class 2 contains 88049 members 
Entering Unmasked Estep 
Score: -24124498.000000 Penalty: 5992.348633
	Iteration 0F: 3 clusters Score -2.41245e+07 nChanged 84701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90878 members 
Mstep: Class 2 contains 85670 members 
Entering Unmasked Estep 
Score: -24174470.000000 Penalty: 5992.348633
	Iteration 1F: 3 clusters Score -2.417447e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92583 members 
Mstep: Class 2 contains 83965 members 
Entering Unmasked Estep 
Score: -24175402.000000 Penalty: 5992.348633
	Iteration 2Q: 3 clusters Score -2.41754e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95261 members 
Mstep: Class 2 contains 81287 members 
Entering Unmasked Estep 
Score: -24176744.000000 Penalty: 5992.348633
	Iteration 3Q: 3 clusters Score -2.417674e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99409 members 
Mstep: Class 2 contains 77139 members 
Entering Unmasked Estep 
Score: -24179010.000000 Penalty: 5992.348633
	Iteration 4Q: 3 clusters Score -2.417901e+07 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105472 members 
Mstep: Class 2 contains 71076 members 
Entering Unmasked Estep 
Score: -24182358.000000 Penalty: 5992.348633
	Iteration 5Q: 3 clusters Score -2.418236e+07 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114109 members 
Mstep: Class 2 contains 62439 members 
Entering Unmasked Estep 
Score: -24188296.000000 Penalty: 5992.348633
	Iteration 6F: 3 clusters Score -2.41883e+07 nChanged 12542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125423 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -24198116.000000 Penalty: 5992.348633
	Iteration 7F: 3 clusters Score -2.419812e+07 nChanged 14117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138288 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -24210968.000000 Penalty: 5992.348633
	Iteration 8F: 3 clusters Score -2.421097e+07 nChanged 12796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149954 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -24222716.000000 Penalty: 5992.348633
	Iteration 9F: 3 clusters Score -2.422272e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158072 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -24230234.000000 Penalty: 5992.348633
	Iteration 10F: 3 clusters Score -2.423023e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162829 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -24233952.000000 Penalty: 5992.348633
	Iteration 11Q: 3 clusters Score -2.423395e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165621 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -24236008.000000 Penalty: 5992.348633
	Iteration 12Q: 3 clusters Score -2.423601e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167490 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -24237246.000000 Penalty: 5992.348633
	Iteration 13Q: 3 clusters Score -2.423725e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168801 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -24237758.000000 Penalty: 5992.348633
	Iteration 14Q: 3 clusters Score -2.423776e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169781 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -24238216.000000 Penalty: 5992.348633
	Iteration 15Q: 3 clusters Score -2.423822e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170511 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -24238400.000000 Penalty: 5992.348633
	Iteration 16Q: 3 clusters Score -2.42384e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171030 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -24238432.000000 Penalty: 5992.348633
	Iteration 17Q: 3 clusters Score -2.423843e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171416 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -24238434.000000 Penalty: 5992.348633
	Iteration 18Q: 3 clusters Score -2.423843e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171700 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -24238502.000000 Penalty: 5992.348633
	Iteration 19Q: 3 clusters Score -2.42385e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171935 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -24238518.000000 Penalty: 5992.348633
	Iteration 20F: 3 clusters Score -2.423852e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172075 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -24238526.000000 Penalty: 5992.348633
	Iteration 21Q: 3 clusters Score -2.423853e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172206 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -24238544.000000 Penalty: 5992.348633
	Iteration 22Q: 3 clusters Score -2.423854e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172320 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -24238582.000000 Penalty: 5992.348633
	Iteration 23Q: 3 clusters Score -2.423858e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172423 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -24238560.000000 Penalty: 5992.348633
	Iteration 24Q: 3 clusters Score -2.423856e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172514 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -24238534.000000 Penalty: 5992.348633
	Iteration 25Q: 3 clusters Score -2.423853e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172586 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -24238560.000000 Penalty: 5992.348633
	Iteration 26Q: 3 clusters Score -2.423856e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172635 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -24238550.000000 Penalty: 5992.348633
	Iteration 27Q: 3 clusters Score -2.423855e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172686 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -24238526.000000 Penalty: 5992.348633
	Iteration 28Q: 3 clusters Score -2.423853e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172737 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -24238548.000000 Penalty: 5992.348633
	Iteration 29Q: 3 clusters Score -2.423855e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172763 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -24238556.000000 Penalty: 5992.348633
	Iteration 30Q: 3 clusters Score -2.423856e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172795 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -24238564.000000 Penalty: 5992.348633
	Iteration 31Q: 3 clusters Score -2.423856e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172814 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -24238568.000000 Penalty: 5992.348633
	Iteration 32Q: 3 clusters Score -2.423857e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172835 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -24238556.000000 Penalty: 5992.348633
	Iteration 33Q: 3 clusters Score -2.423856e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172854 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -24238586.000000 Penalty: 5992.348633
	Iteration 34Q: 3 clusters Score -2.423859e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172879 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -24238610.000000 Penalty: 5992.348633
	Iteration 35Q: 3 clusters Score -2.423861e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172900 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -24238616.000000 Penalty: 5992.348633
	Iteration 36Q: 3 clusters Score -2.423862e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172917 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -24238604.000000 Penalty: 5992.348633
	Iteration 37Q: 3 clusters Score -2.42386e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172934 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -24238594.000000 Penalty: 5992.348633
	Iteration 38Q: 3 clusters Score -2.423859e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172952 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -24238572.000000 Penalty: 5992.348633
	Iteration 39Q: 3 clusters Score -2.423857e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172969 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -24238538.000000 Penalty: 5992.348633
	Iteration 40F: 3 clusters Score -2.423854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172982 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -24238542.000000 Penalty: 5992.348633
	Iteration 41Q: 3 clusters Score -2.423854e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172995 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -24238550.000000 Penalty: 5992.348633
	Iteration 42Q: 3 clusters Score -2.423855e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173011 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -24238530.000000 Penalty: 5992.348633
	Iteration 43Q: 3 clusters Score -2.423853e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173023 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -24238550.000000 Penalty: 5992.348633
	Iteration 44Q: 3 clusters Score -2.423855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173034 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -24238550.000000 Penalty: 5992.348633
	Iteration 45Q: 3 clusters Score -2.423855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173040 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -24238550.000000 Penalty: 5992.348633
	Iteration 46Q: 3 clusters Score -2.423855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173048 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -24238550.000000 Penalty: 5992.348633
	Iteration 47Q: 3 clusters Score -2.423855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173052 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -24238564.000000 Penalty: 5992.348633
	Iteration 48Q: 3 clusters Score -2.423856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173061 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -24238556.000000 Penalty: 5992.348633
	Iteration 49Q: 3 clusters Score -2.423856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173072 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -24238564.000000 Penalty: 5992.348633
	Iteration 50Q: 3 clusters Score -2.423856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173075 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -24238568.000000 Penalty: 5992.348633
	Iteration 51Q: 3 clusters Score -2.423857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173079 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -24238562.000000 Penalty: 5992.348633
	Iteration 52Q: 3 clusters Score -2.423856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173078 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -24238558.000000 Penalty: 5992.348633
	Iteration 53Q: 3 clusters Score -2.423856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173080 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -24238572.000000 Penalty: 5992.348633
	Iteration 54Q: 3 clusters Score -2.423857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173081 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -24238574.000000 Penalty: 5992.348633
	Iteration 55Q: 3 clusters Score -2.423857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173082 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -24238580.000000 Penalty: 5992.348633
	Iteration 56Q: 3 clusters Score -2.423858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173081 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -24238574.000000 Penalty: 5992.348633
	Iteration 57Q: 3 clusters Score -2.423857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173081 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -24238574.000000 Penalty: 5992.348633
	Iteration 58F: 3 clusters Score -2.423857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Entering Unmasked Estep 
Score: -9301654.000000 Penalty: 2757.205078
	Iteration 0F: 2 clusters Score -9301654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -9256358.000000 Penalty: 5514.410156
	Iteration 0F: 3 clusters Score -9256358 nChanged 31460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -9274133.000000 Penalty: 5514.410156
	Iteration 1F: 3 clusters Score -9274133 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -9274898.000000 Penalty: 5514.410156
	Iteration 2Q: 3 clusters Score -9274898 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -9275886.000000 Penalty: 5514.410156
	Iteration 3Q: 3 clusters Score -9275886 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -9277436.000000 Penalty: 5514.410156
	Iteration 4Q: 3 clusters Score -9277436 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -9279796.000000 Penalty: 5514.410156
	Iteration 5F: 3 clusters Score -9279796 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -9283148.000000 Penalty: 5514.410156
	Iteration 6F: 3 clusters Score -9283148 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51957 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -9287497.000000 Penalty: 5514.410156
	Iteration 7F: 3 clusters Score -9287497 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -9291474.000000 Penalty: 5514.410156
	Iteration 8F: 3 clusters Score -9291474 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -9294626.000000 Penalty: 5514.410156
	Iteration 9Q: 3 clusters Score -9294626 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60461 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -9296699.000000 Penalty: 5514.410156
	Iteration 10Q: 3 clusters Score -9296699 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61284 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -9297642.000000 Penalty: 5514.410156
	Iteration 11Q: 3 clusters Score -9297642 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -9298014.000000 Penalty: 5514.410156
	Iteration 12Q: 3 clusters Score -9298014 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -9298220.000000 Penalty: 5514.410156
	Iteration 13Q: 3 clusters Score -9298220 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62591 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -9298347.000000 Penalty: 5514.410156
	Iteration 14Q: 3 clusters Score -9298347 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62879 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -9298490.000000 Penalty: 5514.410156
	Iteration 15Q: 3 clusters Score -9298490 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63151 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -9298607.000000 Penalty: 5514.410156
	Iteration 16Q: 3 clusters Score -9298607 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -9298674.000000 Penalty: 5514.410156
	Iteration 17Q: 3 clusters Score -9298674 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -9298718.000000 Penalty: 5514.410156
	Iteration 18Q: 3 clusters Score -9298718 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63817 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -9298796.000000 Penalty: 5514.410156
	Iteration 19Q: 3 clusters Score -9298796 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63976 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -9298829.000000 Penalty: 5514.410156
	Iteration 20F: 3 clusters Score -9298829 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64130 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -9298861.000000 Penalty: 5514.410156
	Iteration 21Q: 3 clusters Score -9298861 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64263 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -9298911.000000 Penalty: 5514.410156
	Iteration 22Q: 3 clusters Score -9298911 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64393 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -9298968.000000 Penalty: 5514.410156
	Iteration 23Q: 3 clusters Score -9298968 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -9299005.000000 Penalty: 5514.410156
	Iteration 24Q: 3 clusters Score -9299005 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64588 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -9299015.000000 Penalty: 5514.410156
	Iteration 25Q: 3 clusters Score -9299015 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64653 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -9299019.000000 Penalty: 5514.410156
	Iteration 26Q: 3 clusters Score -9299019 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64710 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -9299045.000000 Penalty: 5514.410156
	Iteration 27Q: 3 clusters Score -9299045 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64756 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -9299042.000000 Penalty: 5514.410156
	Iteration 28Q: 3 clusters Score -9299042 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -9299054.000000 Penalty: 5514.410156
	Iteration 29Q: 3 clusters Score -9299054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64850 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -9299065.000000 Penalty: 5514.410156
	Iteration 30Q: 3 clusters Score -9299065 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64888 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -9299069.000000 Penalty: 5514.410156
	Iteration 31Q: 3 clusters Score -9299069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64918 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -9299085.000000 Penalty: 5514.410156
	Iteration 32Q: 3 clusters Score -9299085 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64951 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -9299105.000000 Penalty: 5514.410156
	Iteration 33Q: 3 clusters Score -9299105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64981 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -9299120.000000 Penalty: 5514.410156
	Iteration 34Q: 3 clusters Score -9299120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65005 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -9299120.000000 Penalty: 5514.410156
	Iteration 35Q: 3 clusters Score -9299120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65024 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -9299112.000000 Penalty: 5514.410156
	Iteration 36Q: 3 clusters Score -9299112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65040 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -9299115.000000 Penalty: 5514.410156
	Iteration 37Q: 3 clusters Score -9299115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65055 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -9299106.000000 Penalty: 5514.410156
	Iteration 38Q: 3 clusters Score -9299106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65067 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -9299121.000000 Penalty: 5514.410156
	Iteration 39Q: 3 clusters Score -9299121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65086 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -9299125.000000 Penalty: 5514.410156
	Iteration 40F: 3 clusters Score -9299125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65101 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -9299125.000000 Penalty: 5514.410156
	Iteration 41Q: 3 clusters Score -9299125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65123 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -9299121.000000 Penalty: 5514.410156
	Iteration 42Q: 3 clusters Score -9299121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65140 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -9299110.000000 Penalty: 5514.410156
	Iteration 43Q: 3 clusters Score -9299110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65160 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -9299116.000000 Penalty: 5514.410156
	Iteration 44Q: 3 clusters Score -9299116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65183 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -9299131.000000 Penalty: 5514.410156
	Iteration 45Q: 3 clusters Score -9299131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -9299131.000000 Penalty: 5514.410156
	Iteration 46Q: 3 clusters Score -9299131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -9299124.000000 Penalty: 5514.410156
	Iteration 47Q: 3 clusters Score -9299124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65229 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -9299131.000000 Penalty: 5514.410156
	Iteration 48Q: 3 clusters Score -9299131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65244 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -9299139.000000 Penalty: 5514.410156
	Iteration 49Q: 3 clusters Score -9299139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -9299148.000000 Penalty: 5514.410156
	Iteration 50Q: 3 clusters Score -9299148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65279 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -9299147.000000 Penalty: 5514.410156
	Iteration 51Q: 3 clusters Score -9299147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -9299154.000000 Penalty: 5514.410156
	Iteration 52Q: 3 clusters Score -9299154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65305 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -9299166.000000 Penalty: 5514.410156
	Iteration 53Q: 3 clusters Score -9299166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65322 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -9299156.000000 Penalty: 5514.410156
	Iteration 54Q: 3 clusters Score -9299156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65339 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -9299165.000000 Penalty: 5514.410156
	Iteration 55Q: 3 clusters Score -9299165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65352 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -9299156.000000 Penalty: 5514.410156
	Iteration 56Q: 3 clusters Score -9299156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65370 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -9299163.000000 Penalty: 5514.410156
	Iteration 57Q: 3 clusters Score -9299163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65381 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -9299167.000000 Penalty: 5514.410156
	Iteration 58Q: 3 clusters Score -9299167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -9299176.000000 Penalty: 5514.410156
	Iteration 59Q: 3 clusters Score -9299176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -9299180.000000 Penalty: 5514.410156
	Iteration 60F: 3 clusters Score -9299180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65416 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -9299184.000000 Penalty: 5514.410156
	Iteration 61Q: 3 clusters Score -9299184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65427 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -9299193.000000 Penalty: 5514.410156
	Iteration 62Q: 3 clusters Score -9299193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65439 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -9299193.000000 Penalty: 5514.410156
	Iteration 63Q: 3 clusters Score -9299193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65451 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -9299201.000000 Penalty: 5514.410156
	Iteration 64Q: 3 clusters Score -9299201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -9299203.000000 Penalty: 5514.410156
	Iteration 65Q: 3 clusters Score -9299203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -9299203.000000 Penalty: 5514.410156
	Iteration 66Q: 3 clusters Score -9299203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65475 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -9299211.000000 Penalty: 5514.410156
	Iteration 67Q: 3 clusters Score -9299211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65482 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -9299215.000000 Penalty: 5514.410156
	Iteration 68Q: 3 clusters Score -9299215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65486 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -9299214.000000 Penalty: 5514.410156
	Iteration 69Q: 3 clusters Score -9299214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -9299215.000000 Penalty: 5514.410156
	Iteration 70Q: 3 clusters Score -9299215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65497 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -9299217.000000 Penalty: 5514.410156
	Iteration 71Q: 3 clusters Score -9299217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65503 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -9299214.000000 Penalty: 5514.410156
	Iteration 72Q: 3 clusters Score -9299214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65511 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -9299210.000000 Penalty: 5514.410156
	Iteration 73Q: 3 clusters Score -9299210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65516 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -9299210.000000 Penalty: 5514.410156
	Iteration 74Q: 3 clusters Score -9299210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -9299209.000000 Penalty: 5514.410156
	Iteration 75Q: 3 clusters Score -9299209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65522 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -9299205.000000 Penalty: 5514.410156
	Iteration 76Q: 3 clusters Score -9299205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -9299203.000000 Penalty: 5514.410156
	Iteration 77Q: 3 clusters Score -9299203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65525 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -9299206.000000 Penalty: 5514.410156
	Iteration 78Q: 3 clusters Score -9299206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65527 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -9299203.000000 Penalty: 5514.410156
	Iteration 79Q: 3 clusters Score -9299203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65528 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -9299211.000000 Penalty: 5514.410156
	Iteration 80F: 3 clusters Score -9299211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Entering Unmasked Estep 
Score: -1878129.250000 Penalty: 2358.590332
	Iteration 0F: 2 clusters Score -1878129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1868181.750000 Penalty: 4717.180664
	Iteration 0F: 3 clusters Score -1868182 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1871202.875000 Penalty: 4717.180664
	Iteration 1F: 3 clusters Score -1871203 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1871520.125000 Penalty: 4717.180664
	Iteration 2F: 3 clusters Score -1871520 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1871740.500000 Penalty: 4717.180664
	Iteration 3Q: 3 clusters Score -1871740 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1871920.000000 Penalty: 4717.180664
	Iteration 4Q: 3 clusters Score -1871920 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1872073.750000 Penalty: 4717.180664
	Iteration 5Q: 3 clusters Score -1872074 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1872245.125000 Penalty: 4717.180664
	Iteration 6Q: 3 clusters Score -1872245 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1872453.500000 Penalty: 4717.180664
	Iteration 7Q: 3 clusters Score -1872454 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1872704.000000 Penalty: 4717.180664
	Iteration 8Q: 3 clusters Score -1872704 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1872988.125000 Penalty: 4717.180664
	Iteration 9Q: 3 clusters Score -1872988 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1873342.125000 Penalty: 4717.180664
	Iteration 10Q: 3 clusters Score -1873342 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1873808.125000 Penalty: 4717.180664
	Iteration 11F: 3 clusters Score -1873808 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1874340.500000 Penalty: 4717.180664
	Iteration 12F: 3 clusters Score -1874340 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1874868.750000 Penalty: 4717.180664
	Iteration 13Q: 3 clusters Score -1874869 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1875250.000000 Penalty: 4717.180664
	Iteration 14Q: 3 clusters Score -1875250 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1875508.500000 Penalty: 4717.180664
	Iteration 15Q: 3 clusters Score -1875508 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1875710.500000 Penalty: 4717.180664
	Iteration 16Q: 3 clusters Score -1875710 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1875857.500000 Penalty: 4717.180664
	Iteration 17Q: 3 clusters Score -1875858 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1875936.000000 Penalty: 4717.180664
	Iteration 18Q: 3 clusters Score -1875936 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1875983.750000 Penalty: 4717.180664
	Iteration 19Q: 3 clusters Score -1875984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1876028.250000 Penalty: 4717.180664
	Iteration 20F: 3 clusters Score -1876028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1876045.625000 Penalty: 4717.180664
	Iteration 21Q: 3 clusters Score -1876046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1876054.875000 Penalty: 4717.180664
	Iteration 22Q: 3 clusters Score -1876055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1876059.250000 Penalty: 4717.180664
	Iteration 23Q: 3 clusters Score -1876059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1876064.375000 Penalty: 4717.180664
	Iteration 24Q: 3 clusters Score -1876064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1876066.250000 Penalty: 4717.180664
	Iteration 25Q: 3 clusters Score -1876066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1876072.750000 Penalty: 4717.180664
	Iteration 26Q: 3 clusters Score -1876073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1876079.625000 Penalty: 4717.180664
	Iteration 27Q: 3 clusters Score -1876080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1876088.250000 Penalty: 4717.180664
	Iteration 28Q: 3 clusters Score -1876088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1876098.125000 Penalty: 4717.180664
	Iteration 29Q: 3 clusters Score -1876098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1876102.625000 Penalty: 4717.180664
	Iteration 30Q: 3 clusters Score -1876103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1876104.625000 Penalty: 4717.180664
	Iteration 31Q: 3 clusters Score -1876105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1876105.625000 Penalty: 4717.180664
	Iteration 32Q: 3 clusters Score -1876106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1876105.625000 Penalty: 4717.180664
	Iteration 33F: 3 clusters Score -1876106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -63550.210938 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -63550.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62096.492188 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -62096.49 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -62337.839844 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -62337.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62423.722656 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -62423.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62557.980469 Penalty: 3124.278809
	Iteration 3F: 3 clusters Score -62557.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62675.171875 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -62675.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -62825.562500 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -62825.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62956.824219 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -62956.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62981.644531 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -62981.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62983.648438 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -62983.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62986.164062 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -62986.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62986.164062 Penalty: 3124.278809
	Iteration 10F: 3 clusters Score -62986.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Entering Unmasked Estep 
Score: -4279491.000000 Penalty: 2568.625732
	Iteration 0F: 2 clusters Score -4279491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -4257922.500000 Penalty: 5137.251465
	Iteration 0F: 3 clusters Score -4257922 nChanged 14256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -4265596.500000 Penalty: 5137.251465
	Iteration 1F: 3 clusters Score -4265596 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -4266069.500000 Penalty: 5137.251465
	Iteration 2Q: 3 clusters Score -4266070 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -4266572.500000 Penalty: 5137.251465
	Iteration 3Q: 3 clusters Score -4266572 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -4267132.500000 Penalty: 5137.251465
	Iteration 4Q: 3 clusters Score -4267132 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -4267960.000000 Penalty: 5137.251465
	Iteration 5Q: 3 clusters Score -4267960 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -4269158.500000 Penalty: 5137.251465
	Iteration 6F: 3 clusters Score -4269158 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -4270942.000000 Penalty: 5137.251465
	Iteration 7F: 3 clusters Score -4270942 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -4273087.000000 Penalty: 5137.251465
	Iteration 8F: 3 clusters Score -4273087 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4275028.500000 Penalty: 5137.251465
	Iteration 9F: 3 clusters Score -4275028 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4276189.000000 Penalty: 5137.251465
	Iteration 10Q: 3 clusters Score -4276189 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4276751.500000 Penalty: 5137.251465
	Iteration 11Q: 3 clusters Score -4276752 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4276992.500000 Penalty: 5137.251465
	Iteration 12Q: 3 clusters Score -4276992 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4277084.000000 Penalty: 5137.251465
	Iteration 13Q: 3 clusters Score -4277084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4277132.000000 Penalty: 5137.251465
	Iteration 14Q: 3 clusters Score -4277132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4277157.500000 Penalty: 5137.251465
	Iteration 15Q: 3 clusters Score -4277158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4277171.000000 Penalty: 5137.251465
	Iteration 16Q: 3 clusters Score -4277171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4277180.000000 Penalty: 5137.251465
	Iteration 17Q: 3 clusters Score -4277180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4277187.500000 Penalty: 5137.251465
	Iteration 18Q: 3 clusters Score -4277188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4277192.500000 Penalty: 5137.251465
	Iteration 19Q: 3 clusters Score -4277192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4277205.000000 Penalty: 5137.251465
	Iteration 20F: 3 clusters Score -4277205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4277214.500000 Penalty: 5137.251465
	Iteration 21Q: 3 clusters Score -4277214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4277222.000000 Penalty: 5137.251465
	Iteration 22Q: 3 clusters Score -4277222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4277229.000000 Penalty: 5137.251465
	Iteration 23Q: 3 clusters Score -4277229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4277235.500000 Penalty: 5137.251465
	Iteration 24Q: 3 clusters Score -4277236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4277235.500000 Penalty: 5137.251465
	Iteration 25F: 3 clusters Score -4277236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211201 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154570 members 
Mstep: Class 5 contains 14807 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53493 members 
Mstep: Class 9 contains 110786 members 
Mstep: Class 10 contains 21072 members 
Mstep: Class 11 contains 176548 members 
Mstep: Class 14 contains 67357 members 
Mstep: Class 19 contains 13500 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080904.000000 Penalty: 47436.613281
Iteration 199Q: 15 clusters Score -1.160809e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211202 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154573 members 
Mstep: Class 5 contains 14806 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53498 members 
Mstep: Class 9 contains 110754 members 
Mstep: Class 10 contains 21070 members 
Mstep: Class 11 contains 176561 members 
Mstep: Class 14 contains 67370 members 
Mstep: Class 19 contains 13500 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080904.000000 Penalty: 47436.613281
Iteration 200F: 15 clusters Score -1.160809e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211191 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154581 members 
Mstep: Class 5 contains 14809 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53503 members 
Mstep: Class 9 contains 110729 members 
Mstep: Class 10 contains 21070 members 
Mstep: Class 11 contains 176573 members 
Mstep: Class 14 contains 67379 members 
Mstep: Class 19 contains 13499 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080928.000000 Penalty: 47436.613281
Iteration 201Q: 15 clusters Score -1.160809e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211195 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154578 members 
Mstep: Class 5 contains 14806 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53510 members 
Mstep: Class 9 contains 110706 members 
Mstep: Class 10 contains 21070 members 
Mstep: Class 11 contains 176591 members 
Mstep: Class 14 contains 67380 members 
Mstep: Class 19 contains 13499 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080896.000000 Penalty: 47436.613281
Iteration 202Q: 15 clusters Score -1.160809e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211191 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154578 members 
Mstep: Class 5 contains 14805 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53513 members 
Mstep: Class 9 contains 110684 members 
Mstep: Class 10 contains 21069 members 
Mstep: Class 11 contains 176613 members 
Mstep: Class 14 contains 67382 members 
Mstep: Class 19 contains 13499 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080872.000000 Penalty: 47436.613281
Iteration 203Q: 15 clusters Score -1.160809e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211182 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154589 members 
Mstep: Class 5 contains 14804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53516 members 
Mstep: Class 9 contains 110660 members 
Mstep: Class 10 contains 21067 members 
Mstep: Class 11 contains 176631 members 
Mstep: Class 14 contains 67383 members 
Mstep: Class 19 contains 13498 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080824.000000 Penalty: 47436.613281
Iteration 204Q: 15 clusters Score -1.160808e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211182 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154594 members 
Mstep: Class 5 contains 14804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53520 members 
Mstep: Class 9 contains 110636 members 
Mstep: Class 10 contains 21062 members 
Mstep: Class 11 contains 176633 members 
Mstep: Class 14 contains 67390 members 
Mstep: Class 19 contains 13506 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080840.000000 Penalty: 47436.613281
Iteration 205Q: 15 clusters Score -1.160808e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211185 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154606 members 
Mstep: Class 5 contains 14803 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53525 members 
Mstep: Class 9 contains 110611 members 
Mstep: Class 10 contains 21057 members 
Mstep: Class 11 contains 176633 members 
Mstep: Class 14 contains 67396 members 
Mstep: Class 19 contains 13508 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080752.000000 Penalty: 47436.613281
Iteration 206Q: 15 clusters Score -1.160808e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211183 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154619 members 
Mstep: Class 5 contains 14802 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53527 members 
Mstep: Class 9 contains 110591 members 
Mstep: Class 10 contains 21054 members 
Mstep: Class 11 contains 176640 members 
Mstep: Class 14 contains 67399 members 
Mstep: Class 19 contains 13508 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080912.000000 Penalty: 47436.613281
Iteration 207Q: 15 clusters Score -1.160809e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211169 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154625 members 
Mstep: Class 5 contains 14802 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53531 members 
Mstep: Class 9 contains 110571 members 
Mstep: Class 10 contains 21050 members 
Mstep: Class 11 contains 176662 members 
Mstep: Class 14 contains 67400 members 
Mstep: Class 19 contains 13509 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080896.000000 Penalty: 47436.613281
Iteration 208Q: 15 clusters Score -1.160809e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211164 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154628 members 
Mstep: Class 5 contains 14802 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53530 members 
Mstep: Class 9 contains 110550 members 
Mstep: Class 10 contains 21048 members 
Mstep: Class 11 contains 176685 members 
Mstep: Class 14 contains 67400 members 
Mstep: Class 19 contains 13509 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080856.000000 Penalty: 47436.613281
Iteration 209Q: 15 clusters Score -1.160809e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211153 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154641 members 
Mstep: Class 5 contains 14801 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53533 members 
Mstep: Class 9 contains 110527 members 
Mstep: Class 10 contains 21042 members 
Mstep: Class 11 contains 176706 members 
Mstep: Class 14 contains 67398 members 
Mstep: Class 19 contains 13512 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080904.000000 Penalty: 47436.613281
Iteration 210Q: 15 clusters Score -1.160809e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211149 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154663 members 
Mstep: Class 5 contains 14800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53536 members 
Mstep: Class 9 contains 110500 members 
Mstep: Class 10 contains 21036 members 
Mstep: Class 11 contains 176715 members 
Mstep: Class 14 contains 67399 members 
Mstep: Class 19 contains 13511 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080904.000000 Penalty: 47436.613281
Iteration 211Q: 15 clusters Score -1.160809e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211129 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154676 members 
Mstep: Class 5 contains 14799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53538 members 
Mstep: Class 9 contains 110484 members 
Mstep: Class 10 contains 21032 members 
Mstep: Class 11 contains 176736 members 
Mstep: Class 14 contains 67400 members 
Mstep: Class 19 contains 13512 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080904.000000 Penalty: 47436.613281
Iteration 212Q: 15 clusters Score -1.160809e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211119 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154701 members 
Mstep: Class 5 contains 14799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53539 members 
Mstep: Class 9 contains 110462 members 
Mstep: Class 10 contains 21028 members 
Mstep: Class 11 contains 176742 members 
Mstep: Class 14 contains 67399 members 
Mstep: Class 19 contains 13512 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080904.000000 Penalty: 47436.613281
Iteration 213Q: 15 clusters Score -1.160809e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211106 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154716 members 
Mstep: Class 5 contains 14799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53539 members 
Mstep: Class 9 contains 110448 members 
Mstep: Class 10 contains 21026 members 
Mstep: Class 11 contains 176753 members 
Mstep: Class 14 contains 67399 members 
Mstep: Class 19 contains 13511 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080920.000000 Penalty: 47436.613281
Iteration 214Q: 15 clusters Score -1.160809e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211097 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154727 members 
Mstep: Class 5 contains 14800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53540 members 
Mstep: Class 9 contains 110433 members 
Mstep: Class 10 contains 21022 members 
Mstep: Class 11 contains 176765 members 
Mstep: Class 14 contains 67400 members 
Mstep: Class 19 contains 13512 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080944.000000 Penalty: 47436.613281
Iteration 215Q: 15 clusters Score -1.160809e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211095 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154736 members 
Mstep: Class 5 contains 14800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53544 members 
Mstep: Class 9 contains 110415 members 
Mstep: Class 10 contains 21021 members 
Mstep: Class 11 contains 176771 members 
Mstep: Class 14 contains 67403 members 
Mstep: Class 19 contains 13512 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080992.000000 Penalty: 47436.613281
Iteration 216Q: 15 clusters Score -1.16081e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211094 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154743 members 
Mstep: Class 5 contains 14800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53548 members 
Mstep: Class 9 contains 110399 members 
Mstep: Class 10 contains 21019 members 
Mstep: Class 11 contains 176771 members 
Mstep: Class 14 contains 67407 members 
Mstep: Class 19 contains 13514 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080992.000000 Penalty: 47436.613281
Iteration 217Q: 15 clusters Score -1.16081e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211090 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154756 members 
Mstep: Class 5 contains 14800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53553 members 
Mstep: Class 9 contains 110385 members 
Mstep: Class 10 contains 21017 members 
Mstep: Class 11 contains 176771 members 
Mstep: Class 14 contains 67408 members 
Mstep: Class 19 contains 13513 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081000.000000 Penalty: 47436.613281
Iteration 218Q: 15 clusters Score -1.16081e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211087 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154763 members 
Mstep: Class 5 contains 14801 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53555 members 
Mstep: Class 9 contains 110372 members 
Mstep: Class 10 contains 21015 members 
Mstep: Class 11 contains 176779 members 
Mstep: Class 14 contains 67408 members 
Mstep: Class 19 contains 13512 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081016.000000 Penalty: 47436.613281
Iteration 219Q: 15 clusters Score -1.16081e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211081 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154775 members 
Mstep: Class 5 contains 14801 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53557 members 
Mstep: Class 9 contains 110360 members 
Mstep: Class 10 contains 21012 members 
Mstep: Class 11 contains 176785 members 
Mstep: Class 14 contains 67406 members 
Mstep: Class 19 contains 13512 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081024.000000 Penalty: 47436.613281
Iteration 220F: 15 clusters Score -1.16081e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211073 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154788 members 
Mstep: Class 5 contains 14801 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53559 members 
Mstep: Class 9 contains 110344 members 
Mstep: Class 10 contains 21009 members 
Mstep: Class 11 contains 176792 members 
Mstep: Class 14 contains 67407 members 
Mstep: Class 19 contains 13512 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081040.000000 Penalty: 47436.613281
Iteration 221Q: 15 clusters Score -1.16081e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211068 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154805 members 
Mstep: Class 5 contains 14801 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53560 members 
Mstep: Class 9 contains 110331 members 
Mstep: Class 10 contains 21009 members 
Mstep: Class 11 contains 176792 members 
Mstep: Class 14 contains 67407 members 
Mstep: Class 19 contains 13511 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080992.000000 Penalty: 47436.613281
Iteration 222Q: 15 clusters Score -1.16081e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211057 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154824 members 
Mstep: Class 5 contains 14801 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53560 members 
Mstep: Class 9 contains 110316 members 
Mstep: Class 10 contains 21008 members 
Mstep: Class 11 contains 176796 members 
Mstep: Class 14 contains 67410 members 
Mstep: Class 19 contains 13511 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081024.000000 Penalty: 47436.613281
Iteration 223Q: 15 clusters Score -1.16081e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211050 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154839 members 
Mstep: Class 5 contains 14800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53560 members 
Mstep: Class 9 contains 110311 members 
Mstep: Class 10 contains 21005 members 
Mstep: Class 11 contains 176792 members 
Mstep: Class 14 contains 67413 members 
Mstep: Class 19 contains 13511 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080992.000000 Penalty: 47436.613281
Iteration 224Q: 15 clusters Score -1.16081e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211044 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154856 members 
Mstep: Class 5 contains 14802 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53557 members 
Mstep: Class 9 contains 110293 members 
Mstep: Class 10 contains 21002 members 
Mstep: Class 11 contains 176792 members 
Mstep: Class 14 contains 67419 members 
Mstep: Class 19 contains 13513 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081064.000000 Penalty: 47436.613281
Iteration 225Q: 15 clusters Score -1.160811e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211046 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154869 members 
Mstep: Class 5 contains 14800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53556 members 
Mstep: Class 9 contains 110274 members 
Mstep: Class 10 contains 21000 members 
Mstep: Class 11 contains 176790 members 
Mstep: Class 14 contains 67423 members 
Mstep: Class 19 contains 13516 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080880.000000 Penalty: 47436.613281
Iteration 226Q: 15 clusters Score -1.160809e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211045 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154885 members 
Mstep: Class 5 contains 14798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53558 members 
Mstep: Class 9 contains 110255 members 
Mstep: Class 10 contains 20998 members 
Mstep: Class 11 contains 176790 members 
Mstep: Class 14 contains 67427 members 
Mstep: Class 19 contains 13516 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080888.000000 Penalty: 47436.613281
Iteration 227Q: 15 clusters Score -1.160809e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211038 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154902 members 
Mstep: Class 5 contains 14800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53565 members 
Mstep: Class 9 contains 110237 members 
Mstep: Class 10 contains 20996 members 
Mstep: Class 11 contains 176787 members 
Mstep: Class 14 contains 67430 members 
Mstep: Class 19 contains 13515 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080952.000000 Penalty: 47436.613281
Iteration 228Q: 15 clusters Score -1.16081e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211032 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154914 members 
Mstep: Class 5 contains 14801 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53569 members 
Mstep: Class 9 contains 110227 members 
Mstep: Class 10 contains 20993 members 
Mstep: Class 11 contains 176787 members 
Mstep: Class 14 contains 67430 members 
Mstep: Class 19 contains 13516 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080832.000000 Penalty: 47436.613281
Iteration 229Q: 15 clusters Score -1.160808e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211028 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154925 members 
Mstep: Class 5 contains 14803 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53569 members 
Mstep: Class 9 contains 110220 members 
Mstep: Class 10 contains 20991 members 
Mstep: Class 11 contains 176785 members 
Mstep: Class 14 contains 67428 members 
Mstep: Class 19 contains 13518 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080872.000000 Penalty: 47436.613281
Iteration 230Q: 15 clusters Score -1.160809e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211021 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154932 members 
Mstep: Class 5 contains 14803 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53570 members 
Mstep: Class 9 contains 110216 members 
Mstep: Class 10 contains 20991 members 
Mstep: Class 11 contains 176789 members 
Mstep: Class 14 contains 67429 members 
Mstep: Class 19 contains 13519 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080912.000000 Penalty: 47436.613281
Iteration 231Q: 15 clusters Score -1.160809e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211007 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154937 members 
Mstep: Class 5 contains 14803 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53572 members 
Mstep: Class 9 contains 110209 members 
Mstep: Class 10 contains 20993 members 
Mstep: Class 11 contains 176800 members 
Mstep: Class 14 contains 67431 members 
Mstep: Class 19 contains 13519 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080928.000000 Penalty: 47436.613281
Iteration 232Q: 15 clusters Score -1.160809e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211001 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154938 members 
Mstep: Class 5 contains 14803 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53573 members 
Mstep: Class 9 contains 110202 members 
Mstep: Class 10 contains 20991 members 
Mstep: Class 11 contains 176808 members 
Mstep: Class 14 contains 67432 members 
Mstep: Class 19 contains 13522 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080968.000000 Penalty: 47436.613281
Iteration 233Q: 15 clusters Score -1.16081e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210998 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154939 members 
Mstep: Class 5 contains 14804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53573 members 
Mstep: Class 9 contains 110199 members 
Mstep: Class 10 contains 20991 members 
Mstep: Class 11 contains 176811 members 
Mstep: Class 14 contains 67433 members 
Mstep: Class 19 contains 13522 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080944.000000 Penalty: 47436.613281
Iteration 234Q: 15 clusters Score -1.160809e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210995 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154943 members 
Mstep: Class 5 contains 14803 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53573 members 
Mstep: Class 9 contains 110193 members 
Mstep: Class 10 contains 20991 members 
Mstep: Class 11 contains 176812 members 
Mstep: Class 14 contains 67436 members 
Mstep: Class 19 contains 13524 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080936.000000 Penalty: 47436.613281
Iteration 235Q: 15 clusters Score -1.160809e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210986 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154956 members 
Mstep: Class 5 contains 14804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53574 members 
Mstep: Class 9 contains 110189 members 
Mstep: Class 10 contains 20991 members 
Mstep: Class 11 contains 176807 members 
Mstep: Class 14 contains 67435 members 
Mstep: Class 19 contains 13528 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080904.000000 Penalty: 47436.613281
Iteration 236Q: 15 clusters Score -1.160809e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210984 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154969 members 
Mstep: Class 5 contains 14804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53572 members 
Mstep: Class 9 contains 110181 members 
Mstep: Class 10 contains 20991 members 
Mstep: Class 11 contains 176803 members 
Mstep: Class 14 contains 67436 members 
Mstep: Class 19 contains 13530 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080912.000000 Penalty: 47436.613281
Iteration 237Q: 15 clusters Score -1.160809e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210974 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154979 members 
Mstep: Class 5 contains 14804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53571 members 
Mstep: Class 9 contains 110174 members 
Mstep: Class 10 contains 20991 members 
Mstep: Class 11 contains 176810 members 
Mstep: Class 14 contains 67436 members 
Mstep: Class 19 contains 13532 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080904.000000 Penalty: 47436.613281
Iteration 238Q: 15 clusters Score -1.160809e+08 nChanged 49
Entering ConstructFrom: 
Score: -116080904.000000 Penalty: 47436.613281
Entering ConstructFrom: 
Trying to split cluster 1 (210968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210968 members 
Entering Unmasked Estep 
Score: -28876504.000000 Penalty: 3040.346436
	Iteration 0F: 2 clusters Score -2.88765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105502 members 
Mstep: Class 2 contains 105466 members 
Entering Unmasked Estep 
Score: -28747832.000000 Penalty: 6080.692871
	Iteration 0F: 3 clusters Score -2.874783e+07 nChanged 101633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104763 members 
Mstep: Class 2 contains 106205 members 
Entering Unmasked Estep 
Score: -28807040.000000 Penalty: 6080.692871
	Iteration 1F: 3 clusters Score -2.880704e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104532 members 
Mstep: Class 2 contains 106436 members 
Entering Unmasked Estep 
Score: -28807744.000000 Penalty: 6080.692871
	Iteration 2Q: 3 clusters Score -2.880774e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104120 members 
Mstep: Class 2 contains 106848 members 
Entering Unmasked Estep 
Score: -28808496.000000 Penalty: 6080.692871
	Iteration 3Q: 3 clusters Score -2.88085e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103552 members 
Mstep: Class 2 contains 107416 members 
Entering Unmasked Estep 
Score: -28809434.000000 Penalty: 6080.692871
	Iteration 4Q: 3 clusters Score -2.880943e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102719 members 
Mstep: Class 2 contains 108249 members 
Entering Unmasked Estep 
Score: -28810308.000000 Penalty: 6080.692871
	Iteration 5Q: 3 clusters Score -2.881031e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101441 members 
Mstep: Class 2 contains 109527 members 
Entering Unmasked Estep 
Score: -28811284.000000 Penalty: 6080.692871
	Iteration 6Q: 3 clusters Score -2.881128e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99522 members 
Mstep: Class 2 contains 111446 members 
Entering Unmasked Estep 
Score: -28812652.000000 Penalty: 6080.692871
	Iteration 7Q: 3 clusters Score -2.881265e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96678 members 
Mstep: Class 2 contains 114290 members 
Entering Unmasked Estep 
Score: -28814462.000000 Penalty: 6080.692871
	Iteration 8Q: 3 clusters Score -2.881446e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92683 members 
Mstep: Class 2 contains 118285 members 
Entering Unmasked Estep 
Score: -28816936.000000 Penalty: 6080.692871
	Iteration 9Q: 3 clusters Score -2.881694e+07 nChanged 8502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87239 members 
Mstep: Class 2 contains 123729 members 
Entering Unmasked Estep 
Score: -28820516.000000 Penalty: 6080.692871
	Iteration 10Q: 3 clusters Score -2.882052e+07 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80230 members 
Mstep: Class 2 contains 130738 members 
Entering Unmasked Estep 
Score: -28826138.000000 Penalty: 6080.692871
	Iteration 11Q: 3 clusters Score -2.882614e+07 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72008 members 
Mstep: Class 2 contains 138960 members 
Entering Unmasked Estep 
Score: -28834058.000000 Penalty: 6080.692871
	Iteration 12F: 3 clusters Score -2.883406e+07 nChanged 11921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 146911 members 
Entering Unmasked Estep 
Score: -28843780.000000 Penalty: 6080.692871
	Iteration 13F: 3 clusters Score -2.884378e+07 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 152695 members 
Entering Unmasked Estep 
Score: -28852114.000000 Penalty: 6080.692871
	Iteration 14F: 3 clusters Score -2.885211e+07 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 156091 members 
Entering Unmasked Estep 
Score: -28856376.000000 Penalty: 6080.692871
	Iteration 15Q: 3 clusters Score -2.885638e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 158534 members 
Entering Unmasked Estep 
Score: -28857924.000000 Penalty: 6080.692871
	Iteration 16Q: 3 clusters Score -2.885792e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 160825 members 
Entering Unmasked Estep 
Score: -28858506.000000 Penalty: 6080.692871
	Iteration 17Q: 3 clusters Score -2.885851e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 163022 members 
Entering Unmasked Estep 
Score: -28859004.000000 Penalty: 6080.692871
	Iteration 18Q: 3 clusters Score -2.8859e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 165047 members 
Entering Unmasked Estep 
Score: -28859492.000000 Penalty: 6080.692871
	Iteration 19Q: 3 clusters Score -2.885949e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 167021 members 
Entering Unmasked Estep 
Score: -28859730.000000 Penalty: 6080.692871
	Iteration 20F: 3 clusters Score -2.885973e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 168954 members 
Entering Unmasked Estep 
Score: -28860132.000000 Penalty: 6080.692871
	Iteration 21Q: 3 clusters Score -2.886013e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 170766 members 
Entering Unmasked Estep 
Score: -28860470.000000 Penalty: 6080.692871
	Iteration 22Q: 3 clusters Score -2.886047e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 172561 members 
Entering Unmasked Estep 
Score: -28860892.000000 Penalty: 6080.692871
	Iteration 23Q: 3 clusters Score -2.886089e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 174285 members 
Entering Unmasked Estep 
Score: -28861218.000000 Penalty: 6080.692871
	Iteration 24Q: 3 clusters Score -2.886122e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 175857 members 
Entering Unmasked Estep 
Score: -28861302.000000 Penalty: 6080.692871
	Iteration 25Q: 3 clusters Score -2.88613e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 177436 members 
Entering Unmasked Estep 
Score: -28861592.000000 Penalty: 6080.692871
	Iteration 26Q: 3 clusters Score -2.886159e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 178969 members 
Entering Unmasked Estep 
Score: -28861808.000000 Penalty: 6080.692871
	Iteration 27Q: 3 clusters Score -2.886181e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 180480 members 
Entering Unmasked Estep 
Score: -28862038.000000 Penalty: 6080.692871
	Iteration 28Q: 3 clusters Score -2.886204e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 181909 members 
Entering Unmasked Estep 
Score: -28862382.000000 Penalty: 6080.692871
	Iteration 29Q: 3 clusters Score -2.886238e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 183325 members 
Entering Unmasked Estep 
Score: -28862598.000000 Penalty: 6080.692871
	Iteration 30Q: 3 clusters Score -2.88626e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 184615 members 
Entering Unmasked Estep 
Score: -28862834.000000 Penalty: 6080.692871
	Iteration 31Q: 3 clusters Score -2.886283e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 185880 members 
Entering Unmasked Estep 
Score: -28863080.000000 Penalty: 6080.692871
	Iteration 32Q: 3 clusters Score -2.886308e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 187158 members 
Entering Unmasked Estep 
Score: -28863468.000000 Penalty: 6080.692871
	Iteration 33Q: 3 clusters Score -2.886347e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 188372 members 
Entering Unmasked Estep 
Score: -28863804.000000 Penalty: 6080.692871
	Iteration 34Q: 3 clusters Score -2.88638e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 189614 members 
Entering Unmasked Estep 
Score: -28864000.000000 Penalty: 6080.692871
	Iteration 35Q: 3 clusters Score -2.8864e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 190775 members 
Entering Unmasked Estep 
Score: -28864446.000000 Penalty: 6080.692871
	Iteration 36Q: 3 clusters Score -2.886445e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 192005 members 
Entering Unmasked Estep 
Score: -28864826.000000 Penalty: 6080.692871
	Iteration 37Q: 3 clusters Score -2.886483e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 193179 members 
Entering Unmasked Estep 
Score: -28865106.000000 Penalty: 6080.692871
	Iteration 38Q: 3 clusters Score -2.886511e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 194300 members 
Entering Unmasked Estep 
Score: -28865496.000000 Penalty: 6080.692871
	Iteration 39Q: 3 clusters Score -2.88655e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 195317 members 
Entering Unmasked Estep 
Score: -28865740.000000 Penalty: 6080.692871
	Iteration 40F: 3 clusters Score -2.886574e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 196337 members 
Entering Unmasked Estep 
Score: -28866100.000000 Penalty: 6080.692871
	Iteration 41Q: 3 clusters Score -2.88661e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 197367 members 
Entering Unmasked Estep 
Score: -28866578.000000 Penalty: 6080.692871
	Iteration 42Q: 3 clusters Score -2.886658e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 198360 members 
Entering Unmasked Estep 
Score: -28866904.000000 Penalty: 6080.692871
	Iteration 43Q: 3 clusters Score -2.88669e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 199326 members 
Entering Unmasked Estep 
Score: -28867372.000000 Penalty: 6080.692871
	Iteration 44Q: 3 clusters Score -2.886737e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 200228 members 
Entering Unmasked Estep 
Score: -28867802.000000 Penalty: 6080.692871
	Iteration 45Q: 3 clusters Score -2.88678e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 201097 members 
Entering Unmasked Estep 
Score: -28868114.000000 Penalty: 6080.692871
	Iteration 46Q: 3 clusters Score -2.886811e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 201938 members 
Entering Unmasked Estep 
Score: -28868534.000000 Penalty: 6080.692871
	Iteration 47Q: 3 clusters Score -2.886853e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 202721 members 
Entering Unmasked Estep 
Score: -28868982.000000 Penalty: 6080.692871
	Iteration 48Q: 3 clusters Score -2.886898e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 203449 members 
Entering Unmasked Estep 
Score: -28869338.000000 Penalty: 6080.692871
	Iteration 49Q: 3 clusters Score -2.886934e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 204140 members 
Entering Unmasked Estep 
Score: -28869764.000000 Penalty: 6080.692871
	Iteration 50Q: 3 clusters Score -2.886976e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 204747 members 
Entering Unmasked Estep 
Score: -28870174.000000 Penalty: 6080.692871
	Iteration 51Q: 3 clusters Score -2.887017e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 205312 members 
Entering Unmasked Estep 
Score: -28870468.000000 Penalty: 6080.692871
	Iteration 52Q: 3 clusters Score -2.887047e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 205824 members 
Entering Unmasked Estep 
Score: -28870700.000000 Penalty: 6080.692871
	Iteration 53Q: 3 clusters Score -2.88707e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 206359 members 
Entering Unmasked Estep 
Score: -28871066.000000 Penalty: 6080.692871
	Iteration 54Q: 3 clusters Score -2.887107e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 206816 members 
Entering Unmasked Estep 
Score: -28871372.000000 Penalty: 6080.692871
	Iteration 55Q: 3 clusters Score -2.887137e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 207228 members 
Entering Unmasked Estep 
Score: -28871722.000000 Penalty: 6080.692871
	Iteration 56Q: 3 clusters Score -2.887172e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 207585 members 
Entering Unmasked Estep 
Score: -28871976.000000 Penalty: 6080.692871
	Iteration 57Q: 3 clusters Score -2.887198e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 207926 members 
Entering Unmasked Estep 
Score: -28872220.000000 Penalty: 6080.692871
	Iteration 58Q: 3 clusters Score -2.887222e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 208228 members 
Entering Unmasked Estep 
Score: -28872334.000000 Penalty: 6080.692871
	Iteration 59Q: 3 clusters Score -2.887233e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 208471 members 
Entering Unmasked Estep 
Score: -28872500.000000 Penalty: 6080.692871
	Iteration 60F: 3 clusters Score -2.88725e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 208667 members 
Entering Unmasked Estep 
Score: -28872576.000000 Penalty: 6080.692871
	Iteration 61Q: 3 clusters Score -2.887258e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 208849 members 
Entering Unmasked Estep 
Score: -28872732.000000 Penalty: 6080.692871
	Iteration 62Q: 3 clusters Score -2.887273e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 208994 members 
Entering Unmasked Estep 
Score: -28872870.000000 Penalty: 6080.692871
	Iteration 63Q: 3 clusters Score -2.887287e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 209127 members 
Entering Unmasked Estep 
Score: -28872948.000000 Penalty: 6080.692871
	Iteration 64Q: 3 clusters Score -2.887295e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 209237 members 
Entering Unmasked Estep 
Score: -28873062.000000 Penalty: 6080.692871
	Iteration 65Q: 3 clusters Score -2.887306e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 209330 members 
Entering Unmasked Estep 
Score: -28873184.000000 Penalty: 6080.692871
	Iteration 66Q: 3 clusters Score -2.887318e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 209414 members 
Entering Unmasked Estep 
Score: -28873226.000000 Penalty: 6080.692871
	Iteration 67Q: 3 clusters Score -2.887323e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 209488 members 
Entering Unmasked Estep 
Score: -28873288.000000 Penalty: 6080.692871
	Iteration 68Q: 3 clusters Score -2.887329e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 209559 members 
Entering Unmasked Estep 
Score: -28873282.000000 Penalty: 6080.692871
	Iteration 69Q: 3 clusters Score -2.887328e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 209617 members 
Entering Unmasked Estep 
Score: -28873322.000000 Penalty: 6080.692871
	Iteration 70Q: 3 clusters Score -2.887332e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 209653 members 
Entering Unmasked Estep 
Score: -28873342.000000 Penalty: 6080.692871
	Iteration 71Q: 3 clusters Score -2.887334e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 209670 members 
Entering Unmasked Estep 
Score: -28873372.000000 Penalty: 6080.692871
	Iteration 72Q: 3 clusters Score -2.887337e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 209694 members 
Entering Unmasked Estep 
Score: -28873352.000000 Penalty: 6080.692871
	Iteration 73Q: 3 clusters Score -2.887335e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 209718 members 
Entering Unmasked Estep 
Score: -28873370.000000 Penalty: 6080.692871
	Iteration 74Q: 3 clusters Score -2.887337e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 209738 members 
Entering Unmasked Estep 
Score: -28873366.000000 Penalty: 6080.692871
	Iteration 75Q: 3 clusters Score -2.887337e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 209751 members 
Entering Unmasked Estep 
Score: -28873376.000000 Penalty: 6080.692871
	Iteration 76Q: 3 clusters Score -2.887338e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 209768 members 
Entering Unmasked Estep 
Score: -28873368.000000 Penalty: 6080.692871
	Iteration 77Q: 3 clusters Score -2.887337e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 209791 members 
Entering Unmasked Estep 
Score: -28873368.000000 Penalty: 6080.692871
	Iteration 78Q: 3 clusters Score -2.887337e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 209812 members 
Entering Unmasked Estep 
Score: -28873370.000000 Penalty: 6080.692871
	Iteration 79Q: 3 clusters Score -2.887337e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 209834 members 
Entering Unmasked Estep 
Score: -28873376.000000 Penalty: 6080.692871
	Iteration 80F: 3 clusters Score -2.887338e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 209853 members 
Entering Unmasked Estep 
Score: -28873398.000000 Penalty: 6080.692871
	Iteration 81Q: 3 clusters Score -2.88734e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 209865 members 
Entering Unmasked Estep 
Score: -28873428.000000 Penalty: 6080.692871
	Iteration 82Q: 3 clusters Score -2.887343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 209873 members 
Entering Unmasked Estep 
Score: -28873434.000000 Penalty: 6080.692871
	Iteration 83Q: 3 clusters Score -2.887343e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 209882 members 
Entering Unmasked Estep 
Score: -28873458.000000 Penalty: 6080.692871
	Iteration 84Q: 3 clusters Score -2.887346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 209886 members 
Entering Unmasked Estep 
Score: -28873468.000000 Penalty: 6080.692871
	Iteration 85Q: 3 clusters Score -2.887347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 209889 members 
Entering Unmasked Estep 
Score: -28873450.000000 Penalty: 6080.692871
	Iteration 86Q: 3 clusters Score -2.887345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 209894 members 
Entering Unmasked Estep 
Score: -28873464.000000 Penalty: 6080.692871
	Iteration 87Q: 3 clusters Score -2.887346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 209899 members 
Entering Unmasked Estep 
Score: -28873462.000000 Penalty: 6080.692871
	Iteration 88Q: 3 clusters Score -2.887346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 209902 members 
Entering Unmasked Estep 
Score: -28873496.000000 Penalty: 6080.692871
	Iteration 89Q: 3 clusters Score -2.88735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 209905 members 
Entering Unmasked Estep 
Score: -28873492.000000 Penalty: 6080.692871
	Iteration 90Q: 3 clusters Score -2.887349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 209905 members 
Entering Unmasked Estep 
Score: -28873492.000000 Penalty: 6080.692871
	Iteration 91F: 3 clusters Score -2.887349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Entering Unmasked Estep 
Score: -154737.062500 Penalty: 1757.511108
	Iteration 0F: 2 clusters Score -154737.1 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 605 members 
Entering Unmasked Estep 
Score: -152679.312500 Penalty: 3515.022217
	Iteration 0F: 3 clusters Score -152679.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -153045.750000 Penalty: 3515.022217
	Iteration 1F: 3 clusters Score -153045.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -153170.093750 Penalty: 3515.022217
	Iteration 2F: 3 clusters Score -153170.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -153287.875000 Penalty: 3515.022217
	Iteration 3Q: 3 clusters Score -153287.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -153399.593750 Penalty: 3515.022217
	Iteration 4Q: 3 clusters Score -153399.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -153544.984375 Penalty: 3515.022217
	Iteration 5Q: 3 clusters Score -153545 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -153759.109375 Penalty: 3515.022217
	Iteration 6F: 3 clusters Score -153759.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -154115.328125 Penalty: 3515.022217
	Iteration 7F: 3 clusters Score -154115.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -154362.515625 Penalty: 3515.022217
	Iteration 8F: 3 clusters Score -154362.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -154514.937500 Penalty: 3515.022217
	Iteration 9Q: 3 clusters Score -154514.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -154665.531250 Penalty: 3515.022217
	Iteration 10Q: 3 clusters Score -154665.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -154721.656250 Penalty: 3515.022217
	Iteration 11Q: 3 clusters Score -154721.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -154753.718750 Penalty: 3515.022217
	Iteration 12Q: 3 clusters Score -154753.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -154778.750000 Penalty: 3515.022217
	Iteration 13Q: 3 clusters Score -154778.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -154789.437500 Penalty: 3515.022217
	Iteration 14Q: 3 clusters Score -154789.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -154796.140625 Penalty: 3515.022217
	Iteration 15Q: 3 clusters Score -154796.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -154801.828125 Penalty: 3515.022217
	Iteration 16Q: 3 clusters Score -154801.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -154805.609375 Penalty: 3515.022217
	Iteration 17Q: 3 clusters Score -154805.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -154815.687500 Penalty: 3515.022217
	Iteration 18Q: 3 clusters Score -154815.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -154821.093750 Penalty: 3515.022217
	Iteration 19Q: 3 clusters Score -154821.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -154822.312500 Penalty: 3515.022217
	Iteration 20F: 3 clusters Score -154822.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -154823.734375 Penalty: 3515.022217
	Iteration 21Q: 3 clusters Score -154823.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -154823.734375 Penalty: 3515.022217
	Iteration 22F: 3 clusters Score -154823.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210968 members 
Mstep: Class 2 contains 874 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154988 members 
Mstep: Class 5 contains 14804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 53573 members 
Mstep: Class 9 contains 110158 members 
Mstep: Class 10 contains 20991 members 
Mstep: Class 11 contains 176817 members 
Mstep: Class 14 contains 67438 members 
Mstep: Class 19 contains 13534 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31550 members 
Entering Unmasked Estep 
Score: -116079192.000000 Penalty: 50824.945312
Splitting cluster 2 changes total score from -116080904.000000 to -116079192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -160060.968750 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -160061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -157902.687500 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -157902.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -158246.718750 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -158246.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -158382.140625 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -158382.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -158491.250000 Penalty: 3540.484131
	Iteration 3Q: 3 clusters Score -158491.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -158568.812500 Penalty: 3540.484131
	Iteration 4Q: 3 clusters Score -158568.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -158658.562500 Penalty: 3540.484131
	Iteration 5Q: 3 clusters Score -158658.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -158805.484375 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -158805.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -158997.015625 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -158997 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -159232.375000 Penalty: 3540.484131
	Iteration 8F: 3 clusters Score -159232.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -159438.609375 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -159438.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -159563.531250 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -159563.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -159634.109375 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -159634.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -159658.093750 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -159658.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -159668.968750 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -159669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -159690.843750 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -159690.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -159710.421875 Penalty: 3540.484131
	Iteration 15Q: 3 clusters Score -159710.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -159735.546875 Penalty: 3540.484131
	Iteration 16Q: 3 clusters Score -159735.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -159751.968750 Penalty: 3540.484131
	Iteration 17Q: 3 clusters Score -159752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -159764.265625 Penalty: 3540.484131
	Iteration 18Q: 3 clusters Score -159764.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -159769.031250 Penalty: 3540.484131
	Iteration 19Q: 3 clusters Score -159769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -159772.843750 Penalty: 3540.484131
	Iteration 20F: 3 clusters Score -159772.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -159779.015625 Penalty: 3540.484131
	Iteration 21Q: 3 clusters Score -159779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -159783.484375 Penalty: 3540.484131
	Iteration 22Q: 3 clusters Score -159783.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -159784.375000 Penalty: 3540.484131
	Iteration 23Q: 3 clusters Score -159784.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -159784.375000 Penalty: 3540.484131
	Iteration 24F: 3 clusters Score -159784.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (154988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154988 members 
Entering Unmasked Estep 
Score: -21364620.000000 Penalty: 2963.873535
	Iteration 0F: 2 clusters Score -2.136462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77515 members 
Mstep: Class 2 contains 77473 members 
Entering Unmasked Estep 
Score: -21262288.000000 Penalty: 5927.747070
	Iteration 0F: 3 clusters Score -2.126229e+07 nChanged 74127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76980 members 
Mstep: Class 2 contains 78008 members 
Entering Unmasked Estep 
Score: -21305014.000000 Penalty: 5927.747070
	Iteration 1F: 3 clusters Score -2.130501e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76536 members 
Mstep: Class 2 contains 78452 members 
Entering Unmasked Estep 
Score: -21305922.000000 Penalty: 5927.747070
	Iteration 2Q: 3 clusters Score -2.130592e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75893 members 
Mstep: Class 2 contains 79095 members 
Entering Unmasked Estep 
Score: -21306814.000000 Penalty: 5927.747070
	Iteration 3Q: 3 clusters Score -2.130681e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74995 members 
Mstep: Class 2 contains 79993 members 
Entering Unmasked Estep 
Score: -21308032.000000 Penalty: 5927.747070
	Iteration 4Q: 3 clusters Score -2.130803e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73602 members 
Mstep: Class 2 contains 81386 members 
Entering Unmasked Estep 
Score: -21309502.000000 Penalty: 5927.747070
	Iteration 5Q: 3 clusters Score -2.13095e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71585 members 
Mstep: Class 2 contains 83403 members 
Entering Unmasked Estep 
Score: -21311826.000000 Penalty: 5927.747070
	Iteration 6Q: 3 clusters Score -2.131183e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68523 members 
Mstep: Class 2 contains 86465 members 
Entering Unmasked Estep 
Score: -21314838.000000 Penalty: 5927.747070
	Iteration 7Q: 3 clusters Score -2.131484e+07 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64571 members 
Mstep: Class 2 contains 90417 members 
Entering Unmasked Estep 
Score: -21319886.000000 Penalty: 5927.747070
	Iteration 8F: 3 clusters Score -2.131989e+07 nChanged 9675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 95190 members 
Entering Unmasked Estep 
Score: -21327424.000000 Penalty: 5927.747070
	Iteration 9F: 3 clusters Score -2.132742e+07 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 99744 members 
Entering Unmasked Estep 
Score: -21335280.000000 Penalty: 5927.747070
	Iteration 10F: 3 clusters Score -2.133528e+07 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 102946 members 
Entering Unmasked Estep 
Score: -21340834.000000 Penalty: 5927.747070
	Iteration 11F: 3 clusters Score -2.134083e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 105371 members 
Entering Unmasked Estep 
Score: -21343342.000000 Penalty: 5927.747070
	Iteration 12Q: 3 clusters Score -2.134334e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 107498 members 
Entering Unmasked Estep 
Score: -21344728.000000 Penalty: 5927.747070
	Iteration 13Q: 3 clusters Score -2.134473e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 109563 members 
Entering Unmasked Estep 
Score: -21345640.000000 Penalty: 5927.747070
	Iteration 14Q: 3 clusters Score -2.134564e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 111694 members 
Entering Unmasked Estep 
Score: -21346452.000000 Penalty: 5927.747070
	Iteration 15Q: 3 clusters Score -2.134645e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 113854 members 
Entering Unmasked Estep 
Score: -21347418.000000 Penalty: 5927.747070
	Iteration 16Q: 3 clusters Score -2.134742e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 116054 members 
Entering Unmasked Estep 
Score: -21348478.000000 Penalty: 5927.747070
	Iteration 17Q: 3 clusters Score -2.134848e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 118195 members 
Entering Unmasked Estep 
Score: -21349436.000000 Penalty: 5927.747070
	Iteration 18Q: 3 clusters Score -2.134944e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 120297 members 
Entering Unmasked Estep 
Score: -21350322.000000 Penalty: 5927.747070
	Iteration 19Q: 3 clusters Score -2.135032e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 122323 members 
Entering Unmasked Estep 
Score: -21351150.000000 Penalty: 5927.747070
	Iteration 20F: 3 clusters Score -2.135115e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 124331 members 
Entering Unmasked Estep 
Score: -21352026.000000 Penalty: 5927.747070
	Iteration 21Q: 3 clusters Score -2.135203e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 126296 members 
Entering Unmasked Estep 
Score: -21352914.000000 Penalty: 5927.747070
	Iteration 22Q: 3 clusters Score -2.135291e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 128264 members 
Entering Unmasked Estep 
Score: -21353734.000000 Penalty: 5927.747070
	Iteration 23Q: 3 clusters Score -2.135373e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 130108 members 
Entering Unmasked Estep 
Score: -21354462.000000 Penalty: 5927.747070
	Iteration 24Q: 3 clusters Score -2.135446e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 131941 members 
Entering Unmasked Estep 
Score: -21355262.000000 Penalty: 5927.747070
	Iteration 25Q: 3 clusters Score -2.135526e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 133735 members 
Entering Unmasked Estep 
Score: -21356068.000000 Penalty: 5927.747070
	Iteration 26Q: 3 clusters Score -2.135607e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 135414 members 
Entering Unmasked Estep 
Score: -21356666.000000 Penalty: 5927.747070
	Iteration 27Q: 3 clusters Score -2.135667e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 137058 members 
Entering Unmasked Estep 
Score: -21357176.000000 Penalty: 5927.747070
	Iteration 28Q: 3 clusters Score -2.135718e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 138586 members 
Entering Unmasked Estep 
Score: -21357816.000000 Penalty: 5927.747070
	Iteration 29Q: 3 clusters Score -2.135782e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 140045 members 
Entering Unmasked Estep 
Score: -21358276.000000 Penalty: 5927.747070
	Iteration 30Q: 3 clusters Score -2.135828e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 141391 members 
Entering Unmasked Estep 
Score: -21358680.000000 Penalty: 5927.747070
	Iteration 31Q: 3 clusters Score -2.135868e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 142687 members 
Entering Unmasked Estep 
Score: -21359192.000000 Penalty: 5927.747070
	Iteration 32Q: 3 clusters Score -2.135919e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 143889 members 
Entering Unmasked Estep 
Score: -21359550.000000 Penalty: 5927.747070
	Iteration 33Q: 3 clusters Score -2.135955e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 144986 members 
Entering Unmasked Estep 
Score: -21360064.000000 Penalty: 5927.747070
	Iteration 34Q: 3 clusters Score -2.136006e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 146055 members 
Entering Unmasked Estep 
Score: -21360460.000000 Penalty: 5927.747070
	Iteration 35Q: 3 clusters Score -2.136046e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 146960 members 
Entering Unmasked Estep 
Score: -21360802.000000 Penalty: 5927.747070
	Iteration 36Q: 3 clusters Score -2.13608e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 147791 members 
Entering Unmasked Estep 
Score: -21361148.000000 Penalty: 5927.747070
	Iteration 37Q: 3 clusters Score -2.136115e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 148564 members 
Entering Unmasked Estep 
Score: -21361414.000000 Penalty: 5927.747070
	Iteration 38Q: 3 clusters Score -2.136141e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 149262 members 
Entering Unmasked Estep 
Score: -21361622.000000 Penalty: 5927.747070
	Iteration 39Q: 3 clusters Score -2.136162e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 149873 members 
Entering Unmasked Estep 
Score: -21361850.000000 Penalty: 5927.747070
	Iteration 40F: 3 clusters Score -2.136185e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 150402 members 
Entering Unmasked Estep 
Score: -21362034.000000 Penalty: 5927.747070
	Iteration 41Q: 3 clusters Score -2.136203e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 150839 members 
Entering Unmasked Estep 
Score: -21362160.000000 Penalty: 5927.747070
	Iteration 42Q: 3 clusters Score -2.136216e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 151200 members 
Entering Unmasked Estep 
Score: -21362232.000000 Penalty: 5927.747070
	Iteration 43Q: 3 clusters Score -2.136223e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 151479 members 
Entering Unmasked Estep 
Score: -21362262.000000 Penalty: 5927.747070
	Iteration 44Q: 3 clusters Score -2.136226e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 151740 members 
Entering Unmasked Estep 
Score: -21362296.000000 Penalty: 5927.747070
	Iteration 45Q: 3 clusters Score -2.13623e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 151956 members 
Entering Unmasked Estep 
Score: -21362366.000000 Penalty: 5927.747070
	Iteration 46Q: 3 clusters Score -2.136237e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 152133 members 
Entering Unmasked Estep 
Score: -21362422.000000 Penalty: 5927.747070
	Iteration 47Q: 3 clusters Score -2.136242e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 152277 members 
Entering Unmasked Estep 
Score: -21362460.000000 Penalty: 5927.747070
	Iteration 48Q: 3 clusters Score -2.136246e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 152392 members 
Entering Unmasked Estep 
Score: -21362472.000000 Penalty: 5927.747070
	Iteration 49Q: 3 clusters Score -2.136247e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 152485 members 
Entering Unmasked Estep 
Score: -21362488.000000 Penalty: 5927.747070
	Iteration 50Q: 3 clusters Score -2.136249e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 152552 members 
Entering Unmasked Estep 
Score: -21362486.000000 Penalty: 5927.747070
	Iteration 51Q: 3 clusters Score -2.136249e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 152612 members 
Entering Unmasked Estep 
Score: -21362460.000000 Penalty: 5927.747070
	Iteration 52Q: 3 clusters Score -2.136246e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 152663 members 
Entering Unmasked Estep 
Score: -21362458.000000 Penalty: 5927.747070
	Iteration 53Q: 3 clusters Score -2.136246e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 152704 members 
Entering Unmasked Estep 
Score: -21362464.000000 Penalty: 5927.747070
	Iteration 54Q: 3 clusters Score -2.136246e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 152737 members 
Entering Unmasked Estep 
Score: -21362462.000000 Penalty: 5927.747070
	Iteration 55Q: 3 clusters Score -2.136246e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 152767 members 
Entering Unmasked Estep 
Score: -21362474.000000 Penalty: 5927.747070
	Iteration 56Q: 3 clusters Score -2.136247e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 152793 members 
Entering Unmasked Estep 
Score: -21362452.000000 Penalty: 5927.747070
	Iteration 57Q: 3 clusters Score -2.136245e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 152822 members 
Entering Unmasked Estep 
Score: -21362482.000000 Penalty: 5927.747070
	Iteration 58Q: 3 clusters Score -2.136248e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 152852 members 
Entering Unmasked Estep 
Score: -21362476.000000 Penalty: 5927.747070
	Iteration 59Q: 3 clusters Score -2.136248e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 152876 members 
Entering Unmasked Estep 
Score: -21362482.000000 Penalty: 5927.747070
	Iteration 60F: 3 clusters Score -2.136248e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 152906 members 
Entering Unmasked Estep 
Score: -21362510.000000 Penalty: 5927.747070
	Iteration 61Q: 3 clusters Score -2.136251e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 152929 members 
Entering Unmasked Estep 
Score: -21362498.000000 Penalty: 5927.747070
	Iteration 62Q: 3 clusters Score -2.13625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 152940 members 
Entering Unmasked Estep 
Score: -21362508.000000 Penalty: 5927.747070
	Iteration 63Q: 3 clusters Score -2.136251e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 152955 members 
Entering Unmasked Estep 
Score: -21362514.000000 Penalty: 5927.747070
	Iteration 64Q: 3 clusters Score -2.136251e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 152975 members 
Entering Unmasked Estep 
Score: -21362538.000000 Penalty: 5927.747070
	Iteration 65Q: 3 clusters Score -2.136254e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 152992 members 
Entering Unmasked Estep 
Score: -21362530.000000 Penalty: 5927.747070
	Iteration 66Q: 3 clusters Score -2.136253e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 153004 members 
Entering Unmasked Estep 
Score: -21362534.000000 Penalty: 5927.747070
	Iteration 67Q: 3 clusters Score -2.136253e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 153020 members 
Entering Unmasked Estep 
Score: -21362546.000000 Penalty: 5927.747070
	Iteration 68Q: 3 clusters Score -2.136255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 153030 members 
Entering Unmasked Estep 
Score: -21362552.000000 Penalty: 5927.747070
	Iteration 69Q: 3 clusters Score -2.136255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 153037 members 
Entering Unmasked Estep 
Score: -21362566.000000 Penalty: 5927.747070
	Iteration 70Q: 3 clusters Score -2.136257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 153042 members 
Entering Unmasked Estep 
Score: -21362572.000000 Penalty: 5927.747070
	Iteration 71Q: 3 clusters Score -2.136257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 153045 members 
Entering Unmasked Estep 
Score: -21362550.000000 Penalty: 5927.747070
	Iteration 72Q: 3 clusters Score -2.136255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 153050 members 
Entering Unmasked Estep 
Score: -21362552.000000 Penalty: 5927.747070
	Iteration 73Q: 3 clusters Score -2.136255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 153056 members 
Entering Unmasked Estep 
Score: -21362560.000000 Penalty: 5927.747070
	Iteration 74Q: 3 clusters Score -2.136256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 153062 members 
Entering Unmasked Estep 
Score: -21362546.000000 Penalty: 5927.747070
	Iteration 75Q: 3 clusters Score -2.136255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 153066 members 
Entering Unmasked Estep 
Score: -21362542.000000 Penalty: 5927.747070
	Iteration 76Q: 3 clusters Score -2.136254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 153071 members 
Entering Unmasked Estep 
Score: -21362550.000000 Penalty: 5927.747070
	Iteration 77Q: 3 clusters Score -2.136255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 153074 members 
Entering Unmasked Estep 
Score: -21362538.000000 Penalty: 5927.747070
	Iteration 78Q: 3 clusters Score -2.136254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 153083 members 
Entering Unmasked Estep 
Score: -21362534.000000 Penalty: 5927.747070
	Iteration 79Q: 3 clusters Score -2.136253e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 153103 members 
Entering Unmasked Estep 
Score: -21362528.000000 Penalty: 5927.747070
	Iteration 80F: 3 clusters Score -2.136253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 153109 members 
Entering Unmasked Estep 
Score: -21362530.000000 Penalty: 5927.747070
	Iteration 81Q: 3 clusters Score -2.136253e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 153118 members 
Entering Unmasked Estep 
Score: -21362538.000000 Penalty: 5927.747070
	Iteration 82Q: 3 clusters Score -2.136254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 153125 members 
Entering Unmasked Estep 
Score: -21362568.000000 Penalty: 5927.747070
	Iteration 83Q: 3 clusters Score -2.136257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 153136 members 
Entering Unmasked Estep 
Score: -21362570.000000 Penalty: 5927.747070
	Iteration 84Q: 3 clusters Score -2.136257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 153148 members 
Entering Unmasked Estep 
Score: -21362554.000000 Penalty: 5927.747070
	Iteration 85Q: 3 clusters Score -2.136255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 153156 members 
Entering Unmasked Estep 
Score: -21362542.000000 Penalty: 5927.747070
	Iteration 86Q: 3 clusters Score -2.136254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 153160 members 
Entering Unmasked Estep 
Score: -21362548.000000 Penalty: 5927.747070
	Iteration 87Q: 3 clusters Score -2.136255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 153166 members 
Entering Unmasked Estep 
Score: -21362560.000000 Penalty: 5927.747070
	Iteration 88Q: 3 clusters Score -2.136256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 153166 members 
Entering Unmasked Estep 
Score: -21362552.000000 Penalty: 5927.747070
	Iteration 89Q: 3 clusters Score -2.136255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 153167 members 
Entering Unmasked Estep 
Score: -21362550.000000 Penalty: 5927.747070
	Iteration 90Q: 3 clusters Score -2.136255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 153172 members 
Entering Unmasked Estep 
Score: -21362558.000000 Penalty: 5927.747070
	Iteration 91Q: 3 clusters Score -2.136256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 153175 members 
Entering Unmasked Estep 
Score: -21362566.000000 Penalty: 5927.747070
	Iteration 92Q: 3 clusters Score -2.136257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 153177 members 
Entering Unmasked Estep 
Score: -21362574.000000 Penalty: 5927.747070
	Iteration 93Q: 3 clusters Score -2.136257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 153179 members 
Entering Unmasked Estep 
Score: -21362582.000000 Penalty: 5927.747070
	Iteration 94Q: 3 clusters Score -2.136258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 153179 members 
Entering Unmasked Estep 
Score: -21362582.000000 Penalty: 5927.747070
	Iteration 95F: 3 clusters Score -2.136258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Entering Unmasked Estep 
Score: -1947886.125000 Penalty: 2381.457764
	Iteration 0F: 2 clusters Score -1947886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1937053.750000 Penalty: 4762.915527
	Iteration 0F: 3 clusters Score -1937054 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1940459.875000 Penalty: 4762.915527
	Iteration 1F: 3 clusters Score -1940460 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1940795.375000 Penalty: 4762.915527
	Iteration 2F: 3 clusters Score -1940795 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1941046.250000 Penalty: 4762.915527
	Iteration 3Q: 3 clusters Score -1941046 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1941266.375000 Penalty: 4762.915527
	Iteration 4Q: 3 clusters Score -1941266 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1941418.375000 Penalty: 4762.915527
	Iteration 5Q: 3 clusters Score -1941418 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1941555.625000 Penalty: 4762.915527
	Iteration 6Q: 3 clusters Score -1941556 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1941699.875000 Penalty: 4762.915527
	Iteration 7Q: 3 clusters Score -1941700 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1941841.250000 Penalty: 4762.915527
	Iteration 8Q: 3 clusters Score -1941841 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1941966.375000 Penalty: 4762.915527
	Iteration 9Q: 3 clusters Score -1941966 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1942121.000000 Penalty: 4762.915527
	Iteration 10Q: 3 clusters Score -1942121 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1942302.125000 Penalty: 4762.915527
	Iteration 11Q: 3 clusters Score -1942302 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1942535.500000 Penalty: 4762.915527
	Iteration 12Q: 3 clusters Score -1942536 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1942815.750000 Penalty: 4762.915527
	Iteration 13Q: 3 clusters Score -1942816 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1943135.250000 Penalty: 4762.915527
	Iteration 14Q: 3 clusters Score -1943135 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1943524.125000 Penalty: 4762.915527
	Iteration 15Q: 3 clusters Score -1943524 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1943983.250000 Penalty: 4762.915527
	Iteration 16Q: 3 clusters Score -1943983 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1944433.500000 Penalty: 4762.915527
	Iteration 17Q: 3 clusters Score -1944434 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1944838.875000 Penalty: 4762.915527
	Iteration 18Q: 3 clusters Score -1944839 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1945153.500000 Penalty: 4762.915527
	Iteration 19Q: 3 clusters Score -1945154 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1945393.375000 Penalty: 4762.915527
	Iteration 20F: 3 clusters Score -1945393 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1945586.125000 Penalty: 4762.915527
	Iteration 21Q: 3 clusters Score -1945586 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1945720.625000 Penalty: 4762.915527
	Iteration 22Q: 3 clusters Score -1945721 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1945833.500000 Penalty: 4762.915527
	Iteration 23Q: 3 clusters Score -1945834 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1945891.000000 Penalty: 4762.915527
	Iteration 24Q: 3 clusters Score -1945891 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1945936.625000 Penalty: 4762.915527
	Iteration 25Q: 3 clusters Score -1945937 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1945977.250000 Penalty: 4762.915527
	Iteration 26Q: 3 clusters Score -1945977 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1946003.500000 Penalty: 4762.915527
	Iteration 27Q: 3 clusters Score -1946004 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1946027.750000 Penalty: 4762.915527
	Iteration 28Q: 3 clusters Score -1946028 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1946042.000000 Penalty: 4762.915527
	Iteration 29Q: 3 clusters Score -1946042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1946046.125000 Penalty: 4762.915527
	Iteration 30Q: 3 clusters Score -1946046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1946051.875000 Penalty: 4762.915527
	Iteration 31Q: 3 clusters Score -1946052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1946057.375000 Penalty: 4762.915527
	Iteration 32Q: 3 clusters Score -1946057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1946061.000000 Penalty: 4762.915527
	Iteration 33Q: 3 clusters Score -1946061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1946059.375000 Penalty: 4762.915527
	Iteration 34Q: 3 clusters Score -1946059 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1946068.500000 Penalty: 4762.915527
	Iteration 35Q: 3 clusters Score -1946068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1946074.625000 Penalty: 4762.915527
	Iteration 36Q: 3 clusters Score -1946075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1946076.750000 Penalty: 4762.915527
	Iteration 37Q: 3 clusters Score -1946077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1946078.625000 Penalty: 4762.915527
	Iteration 38Q: 3 clusters Score -1946079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1946076.750000 Penalty: 4762.915527
	Iteration 39Q: 3 clusters Score -1946077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1946078.625000 Penalty: 4762.915527
	Iteration 40F: 3 clusters Score -1946079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1946082.125000 Penalty: 4762.915527
	Iteration 41Q: 3 clusters Score -1946082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1946083.500000 Penalty: 4762.915527
	Iteration 42Q: 3 clusters Score -1946084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1946083.875000 Penalty: 4762.915527
	Iteration 43Q: 3 clusters Score -1946084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1946085.250000 Penalty: 4762.915527
	Iteration 44Q: 3 clusters Score -1946085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1946084.875000 Penalty: 4762.915527
	Iteration 45Q: 3 clusters Score -1946085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1946081.375000 Penalty: 4762.915527
	Iteration 46Q: 3 clusters Score -1946081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1946084.500000 Penalty: 4762.915527
	Iteration 47Q: 3 clusters Score -1946084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1946087.625000 Penalty: 4762.915527
	Iteration 48Q: 3 clusters Score -1946088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1946086.875000 Penalty: 4762.915527
	Iteration 49Q: 3 clusters Score -1946087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1946088.125000 Penalty: 4762.915527
	Iteration 50Q: 3 clusters Score -1946088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1946092.875000 Penalty: 4762.915527
	Iteration 51Q: 3 clusters Score -1946093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1946091.750000 Penalty: 4762.915527
	Iteration 52Q: 3 clusters Score -1946092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1946091.750000 Penalty: 4762.915527
	Iteration 53Q: 3 clusters Score -1946092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1946090.375000 Penalty: 4762.915527
	Iteration 54Q: 3 clusters Score -1946090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1946090.000000 Penalty: 4762.915527
	Iteration 55Q: 3 clusters Score -1946090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1946090.500000 Penalty: 4762.915527
	Iteration 56Q: 3 clusters Score -1946090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1946090.375000 Penalty: 4762.915527
	Iteration 57Q: 3 clusters Score -1946090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1946091.250000 Penalty: 4762.915527
	Iteration 58Q: 3 clusters Score -1946091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1946091.375000 Penalty: 4762.915527
	Iteration 59Q: 3 clusters Score -1946091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1946090.375000 Penalty: 4762.915527
	Iteration 60F: 3 clusters Score -1946090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1946092.375000 Penalty: 4762.915527
	Iteration 61Q: 3 clusters Score -1946092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1946092.375000 Penalty: 4762.915527
	Iteration 62F: 3 clusters Score -1946092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -45934.695312 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -45934.7 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 212 members 
Entering Unmasked Estep 
Score: -44641.097656 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -44641.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44932.273438 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -44932.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45133.417969 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -45133.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45172.710938 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -45172.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -45191.027344 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -45191.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -45197.312500 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -45197.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45207.542969 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -45207.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45214.406250 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -45214.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -45227.574219 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -45227.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -45239.140625 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -45239.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -45246.257812 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -45246.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -45258.214844 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -45258.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -45268.480469 Penalty: 2965.527344
	Iteration 12Q: 3 clusters Score -45268.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -45274.750000 Penalty: 2965.527344
	Iteration 13Q: 3 clusters Score -45274.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -45279.199219 Penalty: 2965.527344
	Iteration 14Q: 3 clusters Score -45279.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45282.730469 Penalty: 2965.527344
	Iteration 15Q: 3 clusters Score -45282.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45282.730469 Penalty: 2965.527344
	Iteration 16F: 3 clusters Score -45282.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (53573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Entering Unmasked Estep 
Score: -7453301.000000 Penalty: 2700.422607
	Iteration 0F: 2 clusters Score -7453301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -7417064.500000 Penalty: 5400.845215
	Iteration 0F: 3 clusters Score -7417064 nChanged 24970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -7431049.000000 Penalty: 5400.845215
	Iteration 1F: 3 clusters Score -7431049 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -7431611.000000 Penalty: 5400.845215
	Iteration 2Q: 3 clusters Score -7431611 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -7432116.000000 Penalty: 5400.845215
	Iteration 3Q: 3 clusters Score -7432116 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -7432639.500000 Penalty: 5400.845215
	Iteration 4Q: 3 clusters Score -7432640 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -7433160.000000 Penalty: 5400.845215
	Iteration 5Q: 3 clusters Score -7433160 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -7433832.500000 Penalty: 5400.845215
	Iteration 6Q: 3 clusters Score -7433832 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -7434711.500000 Penalty: 5400.845215
	Iteration 7Q: 3 clusters Score -7434712 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -7435902.500000 Penalty: 5400.845215
	Iteration 8Q: 3 clusters Score -7435902 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -7437346.500000 Penalty: 5400.845215
	Iteration 9F: 3 clusters Score -7437346 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -7439240.500000 Penalty: 5400.845215
	Iteration 10F: 3 clusters Score -7439240 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -7441295.500000 Penalty: 5400.845215
	Iteration 11F: 3 clusters Score -7441296 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -7443291.000000 Penalty: 5400.845215
	Iteration 12F: 3 clusters Score -7443291 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -7444824.000000 Penalty: 5400.845215
	Iteration 13Q: 3 clusters Score -7444824 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -7445660.500000 Penalty: 5400.845215
	Iteration 14Q: 3 clusters Score -7445660 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -7446233.500000 Penalty: 5400.845215
	Iteration 15Q: 3 clusters Score -7446234 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -7446746.000000 Penalty: 5400.845215
	Iteration 16Q: 3 clusters Score -7446746 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -7447265.000000 Penalty: 5400.845215
	Iteration 17Q: 3 clusters Score -7447265 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -7447777.000000 Penalty: 5400.845215
	Iteration 18Q: 3 clusters Score -7447777 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -7448245.500000 Penalty: 5400.845215
	Iteration 19Q: 3 clusters Score -7448246 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -7448788.000000 Penalty: 5400.845215
	Iteration 20F: 3 clusters Score -7448788 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -7449188.000000 Penalty: 5400.845215
	Iteration 21Q: 3 clusters Score -7449188 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -7449510.000000 Penalty: 5400.845215
	Iteration 22Q: 3 clusters Score -7449510 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -7449853.500000 Penalty: 5400.845215
	Iteration 23Q: 3 clusters Score -7449854 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -7450156.000000 Penalty: 5400.845215
	Iteration 24Q: 3 clusters Score -7450156 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -7450436.000000 Penalty: 5400.845215
	Iteration 25Q: 3 clusters Score -7450436 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -7450682.000000 Penalty: 5400.845215
	Iteration 26Q: 3 clusters Score -7450682 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -7450873.000000 Penalty: 5400.845215
	Iteration 27Q: 3 clusters Score -7450873 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -7451084.500000 Penalty: 5400.845215
	Iteration 28Q: 3 clusters Score -7451084 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -7451245.500000 Penalty: 5400.845215
	Iteration 29Q: 3 clusters Score -7451246 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -7451408.500000 Penalty: 5400.845215
	Iteration 30Q: 3 clusters Score -7451408 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -7451530.500000 Penalty: 5400.845215
	Iteration 31Q: 3 clusters Score -7451530 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -7451626.000000 Penalty: 5400.845215
	Iteration 32Q: 3 clusters Score -7451626 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -7451691.500000 Penalty: 5400.845215
	Iteration 33Q: 3 clusters Score -7451692 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -7451763.000000 Penalty: 5400.845215
	Iteration 34Q: 3 clusters Score -7451763 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7451842.000000 Penalty: 5400.845215
	Iteration 35Q: 3 clusters Score -7451842 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7451884.500000 Penalty: 5400.845215
	Iteration 36Q: 3 clusters Score -7451884 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7451900.500000 Penalty: 5400.845215
	Iteration 37Q: 3 clusters Score -7451900 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -7451926.000000 Penalty: 5400.845215
	Iteration 38Q: 3 clusters Score -7451926 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -7451941.500000 Penalty: 5400.845215
	Iteration 39Q: 3 clusters Score -7451942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -7451958.500000 Penalty: 5400.845215
	Iteration 40F: 3 clusters Score -7451958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -7451981.500000 Penalty: 5400.845215
	Iteration 41Q: 3 clusters Score -7451982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -7451985.000000 Penalty: 5400.845215
	Iteration 42Q: 3 clusters Score -7451985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7451991.500000 Penalty: 5400.845215
	Iteration 43Q: 3 clusters Score -7451992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7451990.000000 Penalty: 5400.845215
	Iteration 44Q: 3 clusters Score -7451990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -7451994.000000 Penalty: 5400.845215
	Iteration 45Q: 3 clusters Score -7451994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -7451998.000000 Penalty: 5400.845215
	Iteration 46Q: 3 clusters Score -7451998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7451998.000000 Penalty: 5400.845215
	Iteration 47Q: 3 clusters Score -7451998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7452015.500000 Penalty: 5400.845215
	Iteration 48Q: 3 clusters Score -7452016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7452019.000000 Penalty: 5400.845215
	Iteration 49Q: 3 clusters Score -7452019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -7452013.500000 Penalty: 5400.845215
	Iteration 50Q: 3 clusters Score -7452014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7452036.500000 Penalty: 5400.845215
	Iteration 51Q: 3 clusters Score -7452036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -7452036.500000 Penalty: 5400.845215
	Iteration 52Q: 3 clusters Score -7452036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52454 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7452034.500000 Penalty: 5400.845215
	Iteration 53Q: 3 clusters Score -7452034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7452046.000000 Penalty: 5400.845215
	Iteration 54Q: 3 clusters Score -7452046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7452042.000000 Penalty: 5400.845215
	Iteration 55Q: 3 clusters Score -7452042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52500 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7452056.000000 Penalty: 5400.845215
	Iteration 56Q: 3 clusters Score -7452056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52512 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7452064.500000 Penalty: 5400.845215
	Iteration 57Q: 3 clusters Score -7452064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7452064.500000 Penalty: 5400.845215
	Iteration 58Q: 3 clusters Score -7452064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7452067.000000 Penalty: 5400.845215
	Iteration 59Q: 3 clusters Score -7452067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7452065.500000 Penalty: 5400.845215
	Iteration 60F: 3 clusters Score -7452066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7452059.000000 Penalty: 5400.845215
	Iteration 61Q: 3 clusters Score -7452059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7452060.000000 Penalty: 5400.845215
	Iteration 62Q: 3 clusters Score -7452060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52554 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7452059.500000 Penalty: 5400.845215
	Iteration 63Q: 3 clusters Score -7452060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7452062.000000 Penalty: 5400.845215
	Iteration 64Q: 3 clusters Score -7452062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7452062.500000 Penalty: 5400.845215
	Iteration 65Q: 3 clusters Score -7452062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7452058.500000 Penalty: 5400.845215
	Iteration 66Q: 3 clusters Score -7452058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7452060.000000 Penalty: 5400.845215
	Iteration 67Q: 3 clusters Score -7452060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7452060.500000 Penalty: 5400.845215
	Iteration 68Q: 3 clusters Score -7452060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7452063.000000 Penalty: 5400.845215
	Iteration 69Q: 3 clusters Score -7452063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7452058.000000 Penalty: 5400.845215
	Iteration 70Q: 3 clusters Score -7452058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7452064.500000 Penalty: 5400.845215
	Iteration 71Q: 3 clusters Score -7452064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7452069.000000 Penalty: 5400.845215
	Iteration 72Q: 3 clusters Score -7452069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7452070.500000 Penalty: 5400.845215
	Iteration 73Q: 3 clusters Score -7452070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7452069.500000 Penalty: 5400.845215
	Iteration 74Q: 3 clusters Score -7452070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7452068.500000 Penalty: 5400.845215
	Iteration 75Q: 3 clusters Score -7452068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7452071.500000 Penalty: 5400.845215
	Iteration 76Q: 3 clusters Score -7452072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7452079.000000 Penalty: 5400.845215
	Iteration 77Q: 3 clusters Score -7452079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7452073.000000 Penalty: 5400.845215
	Iteration 78Q: 3 clusters Score -7452073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7452071.500000 Penalty: 5400.845215
	Iteration 79Q: 3 clusters Score -7452072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7452084.500000 Penalty: 5400.845215
	Iteration 80F: 3 clusters Score -7452084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7452074.000000 Penalty: 5400.845215
	Iteration 81Q: 3 clusters Score -7452074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52612 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7452077.500000 Penalty: 5400.845215
	Iteration 82Q: 3 clusters Score -7452078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7452081.500000 Penalty: 5400.845215
	Iteration 83Q: 3 clusters Score -7452082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7452084.000000 Penalty: 5400.845215
	Iteration 84Q: 3 clusters Score -7452084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52626 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7452081.000000 Penalty: 5400.845215
	Iteration 85Q: 3 clusters Score -7452081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7452083.500000 Penalty: 5400.845215
	Iteration 86Q: 3 clusters Score -7452084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52634 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7452092.500000 Penalty: 5400.845215
	Iteration 87Q: 3 clusters Score -7452092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52638 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -7452094.000000 Penalty: 5400.845215
	Iteration 88Q: 3 clusters Score -7452094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7452096.500000 Penalty: 5400.845215
	Iteration 89Q: 3 clusters Score -7452096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7452095.500000 Penalty: 5400.845215
	Iteration 90Q: 3 clusters Score -7452096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -7452092.000000 Penalty: 5400.845215
	Iteration 91Q: 3 clusters Score -7452092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52647 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -7452095.000000 Penalty: 5400.845215
	Iteration 92Q: 3 clusters Score -7452095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7452091.500000 Penalty: 5400.845215
	Iteration 93Q: 3 clusters Score -7452092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7452091.500000 Penalty: 5400.845215
	Iteration 94F: 3 clusters Score -7452092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (110158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110158 members 
Entering Unmasked Estep 
Score: -15212237.000000 Penalty: 2879.198242
	Iteration 0F: 2 clusters Score -1.521224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -15138511.000000 Penalty: 5758.396484
	Iteration 0F: 3 clusters Score -1.513851e+07 nChanged 52161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53947 members 
Mstep: Class 2 contains 56211 members 
Entering Unmasked Estep 
Score: -15168337.000000 Penalty: 5758.396484
	Iteration 1F: 3 clusters Score -1.516834e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 56967 members 
Entering Unmasked Estep 
Score: -15169244.000000 Penalty: 5758.396484
	Iteration 2Q: 3 clusters Score -1.516924e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 58133 members 
Entering Unmasked Estep 
Score: -15170604.000000 Penalty: 5758.396484
	Iteration 3Q: 3 clusters Score -1.51706e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 59883 members 
Entering Unmasked Estep 
Score: -15172418.000000 Penalty: 5758.396484
	Iteration 4Q: 3 clusters Score -1.517242e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 62647 members 
Entering Unmasked Estep 
Score: -15175014.000000 Penalty: 5758.396484
	Iteration 5F: 3 clusters Score -1.517501e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 66924 members 
Entering Unmasked Estep 
Score: -15179094.000000 Penalty: 5758.396484
	Iteration 6F: 3 clusters Score -1.517909e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 72488 members 
Entering Unmasked Estep 
Score: -15184917.000000 Penalty: 5758.396484
	Iteration 7F: 3 clusters Score -1.518492e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 78420 members 
Entering Unmasked Estep 
Score: -15191699.000000 Penalty: 5758.396484
	Iteration 8F: 3 clusters Score -1.51917e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 83248 members 
Entering Unmasked Estep 
Score: -15197643.000000 Penalty: 5758.396484
	Iteration 9F: 3 clusters Score -1.519764e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 86498 members 
Entering Unmasked Estep 
Score: -15201035.000000 Penalty: 5758.396484
	Iteration 10Q: 3 clusters Score -1.520104e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 88795 members 
Entering Unmasked Estep 
Score: -15202837.000000 Penalty: 5758.396484
	Iteration 11Q: 3 clusters Score -1.520284e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 90653 members 
Entering Unmasked Estep 
Score: -15203804.000000 Penalty: 5758.396484
	Iteration 12Q: 3 clusters Score -1.52038e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 92314 members 
Entering Unmasked Estep 
Score: -15204538.000000 Penalty: 5758.396484
	Iteration 13Q: 3 clusters Score -1.520454e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 93814 members 
Entering Unmasked Estep 
Score: -15205151.000000 Penalty: 5758.396484
	Iteration 14Q: 3 clusters Score -1.520515e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 95268 members 
Entering Unmasked Estep 
Score: -15205762.000000 Penalty: 5758.396484
	Iteration 15Q: 3 clusters Score -1.520576e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 96549 members 
Entering Unmasked Estep 
Score: -15206279.000000 Penalty: 5758.396484
	Iteration 16Q: 3 clusters Score -1.520628e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 97765 members 
Entering Unmasked Estep 
Score: -15206721.000000 Penalty: 5758.396484
	Iteration 17Q: 3 clusters Score -1.520672e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 98885 members 
Entering Unmasked Estep 
Score: -15207116.000000 Penalty: 5758.396484
	Iteration 18Q: 3 clusters Score -1.520712e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 99959 members 
Entering Unmasked Estep 
Score: -15207471.000000 Penalty: 5758.396484
	Iteration 19Q: 3 clusters Score -1.520747e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 100960 members 
Entering Unmasked Estep 
Score: -15207876.000000 Penalty: 5758.396484
	Iteration 20F: 3 clusters Score -1.520788e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 101941 members 
Entering Unmasked Estep 
Score: -15208221.000000 Penalty: 5758.396484
	Iteration 21Q: 3 clusters Score -1.520822e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 102814 members 
Entering Unmasked Estep 
Score: -15208606.000000 Penalty: 5758.396484
	Iteration 22Q: 3 clusters Score -1.520861e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 103572 members 
Entering Unmasked Estep 
Score: -15208891.000000 Penalty: 5758.396484
	Iteration 23Q: 3 clusters Score -1.520889e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 104254 members 
Entering Unmasked Estep 
Score: -15209124.000000 Penalty: 5758.396484
	Iteration 24Q: 3 clusters Score -1.520912e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 104873 members 
Entering Unmasked Estep 
Score: -15209382.000000 Penalty: 5758.396484
	Iteration 25Q: 3 clusters Score -1.520938e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 105391 members 
Entering Unmasked Estep 
Score: -15209505.000000 Penalty: 5758.396484
	Iteration 26Q: 3 clusters Score -1.52095e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 105838 members 
Entering Unmasked Estep 
Score: -15209686.000000 Penalty: 5758.396484
	Iteration 27Q: 3 clusters Score -1.520969e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 106190 members 
Entering Unmasked Estep 
Score: -15209740.000000 Penalty: 5758.396484
	Iteration 28Q: 3 clusters Score -1.520974e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 106501 members 
Entering Unmasked Estep 
Score: -15209901.000000 Penalty: 5758.396484
	Iteration 29Q: 3 clusters Score -1.52099e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 106764 members 
Entering Unmasked Estep 
Score: -15210029.000000 Penalty: 5758.396484
	Iteration 30Q: 3 clusters Score -1.521003e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 107013 members 
Entering Unmasked Estep 
Score: -15210047.000000 Penalty: 5758.396484
	Iteration 31Q: 3 clusters Score -1.521005e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 107238 members 
Entering Unmasked Estep 
Score: -15210092.000000 Penalty: 5758.396484
	Iteration 32Q: 3 clusters Score -1.521009e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 107417 members 
Entering Unmasked Estep 
Score: -15210145.000000 Penalty: 5758.396484
	Iteration 33Q: 3 clusters Score -1.521014e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 107561 members 
Entering Unmasked Estep 
Score: -15210132.000000 Penalty: 5758.396484
	Iteration 34Q: 3 clusters Score -1.521013e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 107682 members 
Entering Unmasked Estep 
Score: -15210200.000000 Penalty: 5758.396484
	Iteration 35Q: 3 clusters Score -1.52102e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 107777 members 
Entering Unmasked Estep 
Score: -15210229.000000 Penalty: 5758.396484
	Iteration 36Q: 3 clusters Score -1.521023e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 107861 members 
Entering Unmasked Estep 
Score: -15210235.000000 Penalty: 5758.396484
	Iteration 37Q: 3 clusters Score -1.521024e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 107912 members 
Entering Unmasked Estep 
Score: -15210259.000000 Penalty: 5758.396484
	Iteration 38Q: 3 clusters Score -1.521026e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 107959 members 
Entering Unmasked Estep 
Score: -15210267.000000 Penalty: 5758.396484
	Iteration 39Q: 3 clusters Score -1.521027e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 108004 members 
Entering Unmasked Estep 
Score: -15210271.000000 Penalty: 5758.396484
	Iteration 40F: 3 clusters Score -1.521027e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 108043 members 
Entering Unmasked Estep 
Score: -15210263.000000 Penalty: 5758.396484
	Iteration 41Q: 3 clusters Score -1.521026e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 108070 members 
Entering Unmasked Estep 
Score: -15210271.000000 Penalty: 5758.396484
	Iteration 42Q: 3 clusters Score -1.521027e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 108099 members 
Entering Unmasked Estep 
Score: -15210270.000000 Penalty: 5758.396484
	Iteration 43Q: 3 clusters Score -1.521027e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 108136 members 
Entering Unmasked Estep 
Score: -15210307.000000 Penalty: 5758.396484
	Iteration 44Q: 3 clusters Score -1.521031e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 108174 members 
Entering Unmasked Estep 
Score: -15210333.000000 Penalty: 5758.396484
	Iteration 45Q: 3 clusters Score -1.521033e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 108211 members 
Entering Unmasked Estep 
Score: -15210319.000000 Penalty: 5758.396484
	Iteration 46Q: 3 clusters Score -1.521032e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 108240 members 
Entering Unmasked Estep 
Score: -15210324.000000 Penalty: 5758.396484
	Iteration 47Q: 3 clusters Score -1.521032e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 108259 members 
Entering Unmasked Estep 
Score: -15210314.000000 Penalty: 5758.396484
	Iteration 48Q: 3 clusters Score -1.521031e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 108281 members 
Entering Unmasked Estep 
Score: -15210337.000000 Penalty: 5758.396484
	Iteration 49Q: 3 clusters Score -1.521034e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 108299 members 
Entering Unmasked Estep 
Score: -15210344.000000 Penalty: 5758.396484
	Iteration 50Q: 3 clusters Score -1.521034e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 108316 members 
Entering Unmasked Estep 
Score: -15210340.000000 Penalty: 5758.396484
	Iteration 51Q: 3 clusters Score -1.521034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 108324 members 
Entering Unmasked Estep 
Score: -15210353.000000 Penalty: 5758.396484
	Iteration 52Q: 3 clusters Score -1.521035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 108334 members 
Entering Unmasked Estep 
Score: -15210346.000000 Penalty: 5758.396484
	Iteration 53Q: 3 clusters Score -1.521035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 108341 members 
Entering Unmasked Estep 
Score: -15210343.000000 Penalty: 5758.396484
	Iteration 54Q: 3 clusters Score -1.521034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 108346 members 
Entering Unmasked Estep 
Score: -15210349.000000 Penalty: 5758.396484
	Iteration 55Q: 3 clusters Score -1.521035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 108354 members 
Entering Unmasked Estep 
Score: -15210345.000000 Penalty: 5758.396484
	Iteration 56Q: 3 clusters Score -1.521034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 108363 members 
Entering Unmasked Estep 
Score: -15210356.000000 Penalty: 5758.396484
	Iteration 57Q: 3 clusters Score -1.521036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 108373 members 
Entering Unmasked Estep 
Score: -15210361.000000 Penalty: 5758.396484
	Iteration 58Q: 3 clusters Score -1.521036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 108377 members 
Entering Unmasked Estep 
Score: -15210357.000000 Penalty: 5758.396484
	Iteration 59Q: 3 clusters Score -1.521036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 108382 members 
Entering Unmasked Estep 
Score: -15210353.000000 Penalty: 5758.396484
	Iteration 60F: 3 clusters Score -1.521035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 108386 members 
Entering Unmasked Estep 
Score: -15210355.000000 Penalty: 5758.396484
	Iteration 61Q: 3 clusters Score -1.521036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 108389 members 
Entering Unmasked Estep 
Score: -15210367.000000 Penalty: 5758.396484
	Iteration 62Q: 3 clusters Score -1.521037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 108389 members 
Entering Unmasked Estep 
Score: -15210367.000000 Penalty: 5758.396484
	Iteration 63F: 3 clusters Score -1.521037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Entering Unmasked Estep 
Score: -2786031.000000 Penalty: 2468.058594
	Iteration 0F: 2 clusters Score -2786031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2771318.250000 Penalty: 4936.117188
	Iteration 0F: 3 clusters Score -2771318 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2776180.000000 Penalty: 4936.117188
	Iteration 1F: 3 clusters Score -2776180 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2776595.500000 Penalty: 4936.117188
	Iteration 2F: 3 clusters Score -2776596 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2776958.500000 Penalty: 4936.117188
	Iteration 3Q: 3 clusters Score -2776958 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2777313.500000 Penalty: 4936.117188
	Iteration 4Q: 3 clusters Score -2777314 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2777743.000000 Penalty: 4936.117188
	Iteration 5Q: 3 clusters Score -2777743 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2778125.500000 Penalty: 4936.117188
	Iteration 6Q: 3 clusters Score -2778126 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2778546.250000 Penalty: 4936.117188
	Iteration 7Q: 3 clusters Score -2778546 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2778981.750000 Penalty: 4936.117188
	Iteration 8Q: 3 clusters Score -2778982 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2779461.250000 Penalty: 4936.117188
	Iteration 9Q: 3 clusters Score -2779461 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2779978.500000 Penalty: 4936.117188
	Iteration 10Q: 3 clusters Score -2779978 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2780505.000000 Penalty: 4936.117188
	Iteration 11Q: 3 clusters Score -2780505 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2781004.750000 Penalty: 4936.117188
	Iteration 12Q: 3 clusters Score -2781005 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2781489.000000 Penalty: 4936.117188
	Iteration 13Q: 3 clusters Score -2781489 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2782003.250000 Penalty: 4936.117188
	Iteration 14Q: 3 clusters Score -2782003 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2782587.000000 Penalty: 4936.117188
	Iteration 15Q: 3 clusters Score -2782587 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -2783175.250000 Penalty: 4936.117188
	Iteration 16Q: 3 clusters Score -2783175 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2783657.750000 Penalty: 4936.117188
	Iteration 17Q: 3 clusters Score -2783658 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2783977.500000 Penalty: 4936.117188
	Iteration 18Q: 3 clusters Score -2783978 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2784159.000000 Penalty: 4936.117188
	Iteration 19Q: 3 clusters Score -2784159 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2784244.250000 Penalty: 4936.117188
	Iteration 20F: 3 clusters Score -2784244 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2784296.250000 Penalty: 4936.117188
	Iteration 21Q: 3 clusters Score -2784296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2784332.500000 Penalty: 4936.117188
	Iteration 22Q: 3 clusters Score -2784332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2784352.000000 Penalty: 4936.117188
	Iteration 23Q: 3 clusters Score -2784352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2784376.750000 Penalty: 4936.117188
	Iteration 24Q: 3 clusters Score -2784377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2784391.000000 Penalty: 4936.117188
	Iteration 25Q: 3 clusters Score -2784391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2784397.500000 Penalty: 4936.117188
	Iteration 26Q: 3 clusters Score -2784398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2784406.250000 Penalty: 4936.117188
	Iteration 27Q: 3 clusters Score -2784406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2784410.250000 Penalty: 4936.117188
	Iteration 28Q: 3 clusters Score -2784410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2784407.250000 Penalty: 4936.117188
	Iteration 29Q: 3 clusters Score -2784407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2784409.750000 Penalty: 4936.117188
	Iteration 30Q: 3 clusters Score -2784410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2784409.750000 Penalty: 4936.117188
	Iteration 31F: 3 clusters Score -2784410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (176817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176817 members 
Entering Unmasked Estep 
Score: -24276468.000000 Penalty: 2996.551758
	Iteration 0F: 2 clusters Score -2.427647e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88442 members 
Mstep: Class 2 contains 88375 members 
Entering Unmasked Estep 
Score: -24161230.000000 Penalty: 5993.103516
	Iteration 0F: 3 clusters Score -2.416123e+07 nChanged 84947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89591 members 
Mstep: Class 2 contains 87226 members 
Entering Unmasked Estep 
Score: -24211414.000000 Penalty: 5993.103516
	Iteration 1F: 3 clusters Score -2.421141e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89789 members 
Mstep: Class 2 contains 87028 members 
Entering Unmasked Estep 
Score: -24213298.000000 Penalty: 5993.103516
	Iteration 2Q: 3 clusters Score -2.42133e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89673 members 
Mstep: Class 2 contains 87144 members 
Entering Unmasked Estep 
Score: -24215866.000000 Penalty: 5993.103516
	Iteration 3Q: 3 clusters Score -2.421587e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89048 members 
Mstep: Class 2 contains 87769 members 
Entering Unmasked Estep 
Score: -24219600.000000 Penalty: 5993.103516
	Iteration 4Q: 3 clusters Score -2.42196e+07 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87684 members 
Mstep: Class 2 contains 89133 members 
Entering Unmasked Estep 
Score: -24224648.000000 Penalty: 5993.103516
	Iteration 5F: 3 clusters Score -2.422465e+07 nChanged 11097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85235 members 
Mstep: Class 2 contains 91582 members 
Entering Unmasked Estep 
Score: -24232016.000000 Penalty: 5993.103516
	Iteration 6F: 3 clusters Score -2.423202e+07 nChanged 12094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81879 members 
Mstep: Class 2 contains 94938 members 
Entering Unmasked Estep 
Score: -24240504.000000 Penalty: 5993.103516
	Iteration 7F: 3 clusters Score -2.42405e+07 nChanged 11856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78131 members 
Mstep: Class 2 contains 98686 members 
Entering Unmasked Estep 
Score: -24248728.000000 Penalty: 5993.103516
	Iteration 8F: 3 clusters Score -2.424873e+07 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74764 members 
Mstep: Class 2 contains 102053 members 
Entering Unmasked Estep 
Score: -24253700.000000 Penalty: 5993.103516
	Iteration 9F: 3 clusters Score -2.42537e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71916 members 
Mstep: Class 2 contains 104901 members 
Entering Unmasked Estep 
Score: -24256156.000000 Penalty: 5993.103516
	Iteration 10Q: 3 clusters Score -2.425616e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69282 members 
Mstep: Class 2 contains 107535 members 
Entering Unmasked Estep 
Score: -24257320.000000 Penalty: 5993.103516
	Iteration 11Q: 3 clusters Score -2.425732e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66696 members 
Mstep: Class 2 contains 110121 members 
Entering Unmasked Estep 
Score: -24258392.000000 Penalty: 5993.103516
	Iteration 12Q: 3 clusters Score -2.425839e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64070 members 
Mstep: Class 2 contains 112747 members 
Entering Unmasked Estep 
Score: -24259514.000000 Penalty: 5993.103516
	Iteration 13Q: 3 clusters Score -2.425951e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61470 members 
Mstep: Class 2 contains 115347 members 
Entering Unmasked Estep 
Score: -24260466.000000 Penalty: 5993.103516
	Iteration 14Q: 3 clusters Score -2.426047e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58935 members 
Mstep: Class 2 contains 117882 members 
Entering Unmasked Estep 
Score: -24261302.000000 Penalty: 5993.103516
	Iteration 15Q: 3 clusters Score -2.42613e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56566 members 
Mstep: Class 2 contains 120251 members 
Entering Unmasked Estep 
Score: -24262222.000000 Penalty: 5993.103516
	Iteration 16Q: 3 clusters Score -2.426222e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54254 members 
Mstep: Class 2 contains 122563 members 
Entering Unmasked Estep 
Score: -24263212.000000 Penalty: 5993.103516
	Iteration 17Q: 3 clusters Score -2.426321e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 124821 members 
Entering Unmasked Estep 
Score: -24263900.000000 Penalty: 5993.103516
	Iteration 18Q: 3 clusters Score -2.42639e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 127005 members 
Entering Unmasked Estep 
Score: -24264566.000000 Penalty: 5993.103516
	Iteration 19Q: 3 clusters Score -2.426457e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 129196 members 
Entering Unmasked Estep 
Score: -24265240.000000 Penalty: 5993.103516
	Iteration 20F: 3 clusters Score -2.426524e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 131265 members 
Entering Unmasked Estep 
Score: -24265762.000000 Penalty: 5993.103516
	Iteration 21Q: 3 clusters Score -2.426576e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 133194 members 
Entering Unmasked Estep 
Score: -24266252.000000 Penalty: 5993.103516
	Iteration 22Q: 3 clusters Score -2.426625e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 135119 members 
Entering Unmasked Estep 
Score: -24266774.000000 Penalty: 5993.103516
	Iteration 23Q: 3 clusters Score -2.426677e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 137078 members 
Entering Unmasked Estep 
Score: -24267300.000000 Penalty: 5993.103516
	Iteration 24Q: 3 clusters Score -2.42673e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 139006 members 
Entering Unmasked Estep 
Score: -24267670.000000 Penalty: 5993.103516
	Iteration 25Q: 3 clusters Score -2.426767e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 140928 members 
Entering Unmasked Estep 
Score: -24268142.000000 Penalty: 5993.103516
	Iteration 26Q: 3 clusters Score -2.426814e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 142907 members 
Entering Unmasked Estep 
Score: -24268732.000000 Penalty: 5993.103516
	Iteration 27Q: 3 clusters Score -2.426873e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 144840 members 
Entering Unmasked Estep 
Score: -24269316.000000 Penalty: 5993.103516
	Iteration 28Q: 3 clusters Score -2.426932e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 146981 members 
Entering Unmasked Estep 
Score: -24269796.000000 Penalty: 5993.103516
	Iteration 29Q: 3 clusters Score -2.42698e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 149236 members 
Entering Unmasked Estep 
Score: -24270340.000000 Penalty: 5993.103516
	Iteration 30Q: 3 clusters Score -2.427034e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 151493 members 
Entering Unmasked Estep 
Score: -24270840.000000 Penalty: 5993.103516
	Iteration 31Q: 3 clusters Score -2.427084e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 153848 members 
Entering Unmasked Estep 
Score: -24271636.000000 Penalty: 5993.103516
	Iteration 32Q: 3 clusters Score -2.427164e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 156201 members 
Entering Unmasked Estep 
Score: -24272164.000000 Penalty: 5993.103516
	Iteration 33Q: 3 clusters Score -2.427216e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 158492 members 
Entering Unmasked Estep 
Score: -24272724.000000 Penalty: 5993.103516
	Iteration 34Q: 3 clusters Score -2.427272e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 160705 members 
Entering Unmasked Estep 
Score: -24273220.000000 Penalty: 5993.103516
	Iteration 35Q: 3 clusters Score -2.427322e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 162763 members 
Entering Unmasked Estep 
Score: -24273756.000000 Penalty: 5993.103516
	Iteration 36Q: 3 clusters Score -2.427376e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 164520 members 
Entering Unmasked Estep 
Score: -24273962.000000 Penalty: 5993.103516
	Iteration 37Q: 3 clusters Score -2.427396e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 166125 members 
Entering Unmasked Estep 
Score: -24274294.000000 Penalty: 5993.103516
	Iteration 38Q: 3 clusters Score -2.427429e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 167563 members 
Entering Unmasked Estep 
Score: -24274510.000000 Penalty: 5993.103516
	Iteration 39Q: 3 clusters Score -2.427451e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 168721 members 
Entering Unmasked Estep 
Score: -24274626.000000 Penalty: 5993.103516
	Iteration 40F: 3 clusters Score -2.427463e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 169740 members 
Entering Unmasked Estep 
Score: -24274806.000000 Penalty: 5993.103516
	Iteration 41Q: 3 clusters Score -2.427481e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 170618 members 
Entering Unmasked Estep 
Score: -24274970.000000 Penalty: 5993.103516
	Iteration 42Q: 3 clusters Score -2.427497e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 171336 members 
Entering Unmasked Estep 
Score: -24275104.000000 Penalty: 5993.103516
	Iteration 43Q: 3 clusters Score -2.42751e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 171941 members 
Entering Unmasked Estep 
Score: -24275146.000000 Penalty: 5993.103516
	Iteration 44Q: 3 clusters Score -2.427515e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 172460 members 
Entering Unmasked Estep 
Score: -24275236.000000 Penalty: 5993.103516
	Iteration 45Q: 3 clusters Score -2.427524e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 172912 members 
Entering Unmasked Estep 
Score: -24275266.000000 Penalty: 5993.103516
	Iteration 46Q: 3 clusters Score -2.427527e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 173269 members 
Entering Unmasked Estep 
Score: -24275318.000000 Penalty: 5993.103516
	Iteration 47Q: 3 clusters Score -2.427532e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 173547 members 
Entering Unmasked Estep 
Score: -24275370.000000 Penalty: 5993.103516
	Iteration 48Q: 3 clusters Score -2.427537e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 173764 members 
Entering Unmasked Estep 
Score: -24275340.000000 Penalty: 5993.103516
	Iteration 49Q: 3 clusters Score -2.427534e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 173925 members 
Entering Unmasked Estep 
Score: -24275342.000000 Penalty: 5993.103516
	Iteration 50Q: 3 clusters Score -2.427534e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 174068 members 
Entering Unmasked Estep 
Score: -24275296.000000 Penalty: 5993.103516
	Iteration 51Q: 3 clusters Score -2.42753e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 174182 members 
Entering Unmasked Estep 
Score: -24275268.000000 Penalty: 5993.103516
	Iteration 52Q: 3 clusters Score -2.427527e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 174295 members 
Entering Unmasked Estep 
Score: -24275288.000000 Penalty: 5993.103516
	Iteration 53Q: 3 clusters Score -2.427529e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 174387 members 
Entering Unmasked Estep 
Score: -24275274.000000 Penalty: 5993.103516
	Iteration 54Q: 3 clusters Score -2.427527e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 174463 members 
Entering Unmasked Estep 
Score: -24275230.000000 Penalty: 5993.103516
	Iteration 55Q: 3 clusters Score -2.427523e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 174516 members 
Entering Unmasked Estep 
Score: -24275246.000000 Penalty: 5993.103516
	Iteration 56Q: 3 clusters Score -2.427525e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 174563 members 
Entering Unmasked Estep 
Score: -24275210.000000 Penalty: 5993.103516
	Iteration 57Q: 3 clusters Score -2.427521e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 174612 members 
Entering Unmasked Estep 
Score: -24275232.000000 Penalty: 5993.103516
	Iteration 58Q: 3 clusters Score -2.427523e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 174658 members 
Entering Unmasked Estep 
Score: -24275218.000000 Penalty: 5993.103516
	Iteration 59Q: 3 clusters Score -2.427522e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 174706 members 
Entering Unmasked Estep 
Score: -24275230.000000 Penalty: 5993.103516
	Iteration 60F: 3 clusters Score -2.427523e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 174742 members 
Entering Unmasked Estep 
Score: -24275200.000000 Penalty: 5993.103516
	Iteration 61Q: 3 clusters Score -2.42752e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 174779 members 
Entering Unmasked Estep 
Score: -24275224.000000 Penalty: 5993.103516
	Iteration 62Q: 3 clusters Score -2.427522e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 174811 members 
Entering Unmasked Estep 
Score: -24275204.000000 Penalty: 5993.103516
	Iteration 63Q: 3 clusters Score -2.42752e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 174841 members 
Entering Unmasked Estep 
Score: -24275226.000000 Penalty: 5993.103516
	Iteration 64Q: 3 clusters Score -2.427523e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 174865 members 
Entering Unmasked Estep 
Score: -24275212.000000 Penalty: 5993.103516
	Iteration 65Q: 3 clusters Score -2.427521e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 174875 members 
Entering Unmasked Estep 
Score: -24275196.000000 Penalty: 5993.103516
	Iteration 66Q: 3 clusters Score -2.42752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 174883 members 
Entering Unmasked Estep 
Score: -24275210.000000 Penalty: 5993.103516
	Iteration 67Q: 3 clusters Score -2.427521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 174887 members 
Entering Unmasked Estep 
Score: -24275208.000000 Penalty: 5993.103516
	Iteration 68Q: 3 clusters Score -2.427521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 174893 members 
Entering Unmasked Estep 
Score: -24275202.000000 Penalty: 5993.103516
	Iteration 69Q: 3 clusters Score -2.42752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 174903 members 
Entering Unmasked Estep 
Score: -24275190.000000 Penalty: 5993.103516
	Iteration 70Q: 3 clusters Score -2.427519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 174913 members 
Entering Unmasked Estep 
Score: -24275204.000000 Penalty: 5993.103516
	Iteration 71Q: 3 clusters Score -2.42752e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 174922 members 
Entering Unmasked Estep 
Score: -24275204.000000 Penalty: 5993.103516
	Iteration 72Q: 3 clusters Score -2.42752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 174927 members 
Entering Unmasked Estep 
Score: -24275184.000000 Penalty: 5993.103516
	Iteration 73Q: 3 clusters Score -2.427518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 174931 members 
Entering Unmasked Estep 
Score: -24275180.000000 Penalty: 5993.103516
	Iteration 74Q: 3 clusters Score -2.427518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 174935 members 
Entering Unmasked Estep 
Score: -24275178.000000 Penalty: 5993.103516
	Iteration 75Q: 3 clusters Score -2.427518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 174939 members 
Entering Unmasked Estep 
Score: -24275168.000000 Penalty: 5993.103516
	Iteration 76Q: 3 clusters Score -2.427517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 174943 members 
Entering Unmasked Estep 
Score: -24275168.000000 Penalty: 5993.103516
	Iteration 77Q: 3 clusters Score -2.427517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 174944 members 
Entering Unmasked Estep 
Score: -24275170.000000 Penalty: 5993.103516
	Iteration 78Q: 3 clusters Score -2.427517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 174946 members 
Entering Unmasked Estep 
Score: -24275162.000000 Penalty: 5993.103516
	Iteration 79Q: 3 clusters Score -2.427516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 174947 members 
Entering Unmasked Estep 
Score: -24275170.000000 Penalty: 5993.103516
	Iteration 80F: 3 clusters Score -2.427517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 174948 members 
Entering Unmasked Estep 
Score: -24275162.000000 Penalty: 5993.103516
	Iteration 81Q: 3 clusters Score -2.427516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 174949 members 
Entering Unmasked Estep 
Score: -24275168.000000 Penalty: 5993.103516
	Iteration 82Q: 3 clusters Score -2.427517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 174950 members 
Entering Unmasked Estep 
Score: -24275176.000000 Penalty: 5993.103516
	Iteration 83Q: 3 clusters Score -2.427518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 174953 members 
Entering Unmasked Estep 
Score: -24275164.000000 Penalty: 5993.103516
	Iteration 84Q: 3 clusters Score -2.427516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 174956 members 
Entering Unmasked Estep 
Score: -24275162.000000 Penalty: 5993.103516
	Iteration 85Q: 3 clusters Score -2.427516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 174957 members 
Entering Unmasked Estep 
Score: -24275154.000000 Penalty: 5993.103516
	Iteration 86Q: 3 clusters Score -2.427515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 174958 members 
Entering Unmasked Estep 
Score: -24275158.000000 Penalty: 5993.103516
	Iteration 87Q: 3 clusters Score -2.427516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 174958 members 
Entering Unmasked Estep 
Score: -24275158.000000 Penalty: 5993.103516
	Iteration 88F: 3 clusters Score -2.427516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67438 members 
Entering Unmasked Estep 
Score: -9312730.000000 Penalty: 2757.503174
	Iteration 0F: 2 clusters Score -9312730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -9267316.000000 Penalty: 5515.006348
	Iteration 0F: 3 clusters Score -9267316 nChanged 31392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -9285074.000000 Penalty: 5515.006348
	Iteration 1F: 3 clusters Score -9285074 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -9285922.000000 Penalty: 5515.006348
	Iteration 2Q: 3 clusters Score -9285922 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -9286949.000000 Penalty: 5515.006348
	Iteration 3Q: 3 clusters Score -9286949 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -9288477.000000 Penalty: 5515.006348
	Iteration 4F: 3 clusters Score -9288477 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -9290916.000000 Penalty: 5515.006348
	Iteration 5F: 3 clusters Score -9290916 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -9294359.000000 Penalty: 5515.006348
	Iteration 6F: 3 clusters Score -9294359 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -9298723.000000 Penalty: 5515.006348
	Iteration 7F: 3 clusters Score -9298723 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58135 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -9302888.000000 Penalty: 5515.006348
	Iteration 8F: 3 clusters Score -9302888 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61439 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -9306121.000000 Penalty: 5515.006348
	Iteration 9F: 3 clusters Score -9306121 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63341 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -9308114.000000 Penalty: 5515.006348
	Iteration 10Q: 3 clusters Score -9308114 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64263 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -9309124.000000 Penalty: 5515.006348
	Iteration 11Q: 3 clusters Score -9309124 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64699 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -9309627.000000 Penalty: 5515.006348
	Iteration 12Q: 3 clusters Score -9309627 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64931 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -9309856.000000 Penalty: 5515.006348
	Iteration 13Q: 3 clusters Score -9309856 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65082 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -9310015.000000 Penalty: 5515.006348
	Iteration 14Q: 3 clusters Score -9310015 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65206 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -9310088.000000 Penalty: 5515.006348
	Iteration 15Q: 3 clusters Score -9310088 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -9310164.000000 Penalty: 5515.006348
	Iteration 16Q: 3 clusters Score -9310164 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -9310211.000000 Penalty: 5515.006348
	Iteration 17Q: 3 clusters Score -9310211 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65435 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -9310211.000000 Penalty: 5515.006348
	Iteration 18Q: 3 clusters Score -9310211 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65483 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -9310218.000000 Penalty: 5515.006348
	Iteration 19Q: 3 clusters Score -9310218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65513 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -9310220.000000 Penalty: 5515.006348
	Iteration 20F: 3 clusters Score -9310220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65535 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -9310240.000000 Penalty: 5515.006348
	Iteration 21Q: 3 clusters Score -9310240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65558 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -9310244.000000 Penalty: 5515.006348
	Iteration 22Q: 3 clusters Score -9310244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65581 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -9310250.000000 Penalty: 5515.006348
	Iteration 23Q: 3 clusters Score -9310250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -9310244.000000 Penalty: 5515.006348
	Iteration 24Q: 3 clusters Score -9310244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -9310266.000000 Penalty: 5515.006348
	Iteration 25Q: 3 clusters Score -9310266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65650 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -9310281.000000 Penalty: 5515.006348
	Iteration 26Q: 3 clusters Score -9310281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65663 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -9310272.000000 Penalty: 5515.006348
	Iteration 27Q: 3 clusters Score -9310272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65670 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -9310277.000000 Penalty: 5515.006348
	Iteration 28Q: 3 clusters Score -9310277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65670 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -9310277.000000 Penalty: 5515.006348
	Iteration 29F: 3 clusters Score -9310277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Entering Unmasked Estep 
Score: -1882820.875000 Penalty: 2359.214111
	Iteration 0F: 2 clusters Score -1882821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1872915.125000 Penalty: 4718.428223
	Iteration 0F: 3 clusters Score -1872915 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1876030.125000 Penalty: 4718.428223
	Iteration 1F: 3 clusters Score -1876030 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1876461.000000 Penalty: 4718.428223
	Iteration 2F: 3 clusters Score -1876461 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1876811.625000 Penalty: 4718.428223
	Iteration 3F: 3 clusters Score -1876812 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1877119.250000 Penalty: 4718.428223
	Iteration 4Q: 3 clusters Score -1877119 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1877460.750000 Penalty: 4718.428223
	Iteration 5Q: 3 clusters Score -1877461 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1877812.875000 Penalty: 4718.428223
	Iteration 6Q: 3 clusters Score -1877813 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1878272.000000 Penalty: 4718.428223
	Iteration 7Q: 3 clusters Score -1878272 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1878754.125000 Penalty: 4718.428223
	Iteration 8F: 3 clusters Score -1878754 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1879210.750000 Penalty: 4718.428223
	Iteration 9F: 3 clusters Score -1879211 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1879588.750000 Penalty: 4718.428223
	Iteration 10Q: 3 clusters Score -1879589 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1879836.000000 Penalty: 4718.428223
	Iteration 11Q: 3 clusters Score -1879836 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1879995.125000 Penalty: 4718.428223
	Iteration 12Q: 3 clusters Score -1879995 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1880067.875000 Penalty: 4718.428223
	Iteration 13Q: 3 clusters Score -1880068 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1880097.500000 Penalty: 4718.428223
	Iteration 14Q: 3 clusters Score -1880098 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1880122.250000 Penalty: 4718.428223
	Iteration 15Q: 3 clusters Score -1880122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1880130.875000 Penalty: 4718.428223
	Iteration 16Q: 3 clusters Score -1880131 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1880137.500000 Penalty: 4718.428223
	Iteration 17Q: 3 clusters Score -1880138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1880148.250000 Penalty: 4718.428223
	Iteration 18Q: 3 clusters Score -1880148 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1880157.875000 Penalty: 4718.428223
	Iteration 19Q: 3 clusters Score -1880158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1880167.125000 Penalty: 4718.428223
	Iteration 20F: 3 clusters Score -1880167 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1880174.125000 Penalty: 4718.428223
	Iteration 21Q: 3 clusters Score -1880174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1880181.000000 Penalty: 4718.428223
	Iteration 22Q: 3 clusters Score -1880181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1880186.500000 Penalty: 4718.428223
	Iteration 23Q: 3 clusters Score -1880186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1880183.500000 Penalty: 4718.428223
	Iteration 24Q: 3 clusters Score -1880184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1880190.250000 Penalty: 4718.428223
	Iteration 25Q: 3 clusters Score -1880190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1880188.000000 Penalty: 4718.428223
	Iteration 26Q: 3 clusters Score -1880188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1880185.625000 Penalty: 4718.428223
	Iteration 27Q: 3 clusters Score -1880186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1880183.625000 Penalty: 4718.428223
	Iteration 28Q: 3 clusters Score -1880184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1880187.125000 Penalty: 4718.428223
	Iteration 29Q: 3 clusters Score -1880187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1880185.000000 Penalty: 4718.428223
	Iteration 30Q: 3 clusters Score -1880185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1880188.750000 Penalty: 4718.428223
	Iteration 31Q: 3 clusters Score -1880189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1880191.750000 Penalty: 4718.428223
	Iteration 32Q: 3 clusters Score -1880192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1880195.500000 Penalty: 4718.428223
	Iteration 33Q: 3 clusters Score -1880196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1880197.625000 Penalty: 4718.428223
	Iteration 34Q: 3 clusters Score -1880198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1880197.000000 Penalty: 4718.428223
	Iteration 35Q: 3 clusters Score -1880197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1880203.750000 Penalty: 4718.428223
	Iteration 36Q: 3 clusters Score -1880204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1880207.375000 Penalty: 4718.428223
	Iteration 37Q: 3 clusters Score -1880207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1880203.625000 Penalty: 4718.428223
	Iteration 38Q: 3 clusters Score -1880204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1880201.375000 Penalty: 4718.428223
	Iteration 39Q: 3 clusters Score -1880201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1880198.750000 Penalty: 4718.428223
	Iteration 40F: 3 clusters Score -1880199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1880200.250000 Penalty: 4718.428223
	Iteration 41Q: 3 clusters Score -1880200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1880202.125000 Penalty: 4718.428223
	Iteration 42Q: 3 clusters Score -1880202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1880204.250000 Penalty: 4718.428223
	Iteration 43Q: 3 clusters Score -1880204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1880202.625000 Penalty: 4718.428223
	Iteration 44Q: 3 clusters Score -1880203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1880204.625000 Penalty: 4718.428223
	Iteration 45Q: 3 clusters Score -1880205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1880202.750000 Penalty: 4718.428223
	Iteration 46Q: 3 clusters Score -1880203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1880205.375000 Penalty: 4718.428223
	Iteration 47Q: 3 clusters Score -1880205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1880209.125000 Penalty: 4718.428223
	Iteration 48Q: 3 clusters Score -1880209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1880211.125000 Penalty: 4718.428223
	Iteration 49Q: 3 clusters Score -1880211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1880206.250000 Penalty: 4718.428223
	Iteration 50Q: 3 clusters Score -1880206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1880213.000000 Penalty: 4718.428223
	Iteration 51Q: 3 clusters Score -1880213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1880212.000000 Penalty: 4718.428223
	Iteration 52Q: 3 clusters Score -1880212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1880211.500000 Penalty: 4718.428223
	Iteration 53Q: 3 clusters Score -1880212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1880215.125000 Penalty: 4718.428223
	Iteration 54Q: 3 clusters Score -1880215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1880211.750000 Penalty: 4718.428223
	Iteration 55Q: 3 clusters Score -1880212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1880215.500000 Penalty: 4718.428223
	Iteration 56Q: 3 clusters Score -1880216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1880211.875000 Penalty: 4718.428223
	Iteration 57Q: 3 clusters Score -1880212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1880210.375000 Penalty: 4718.428223
	Iteration 58Q: 3 clusters Score -1880210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1880210.750000 Penalty: 4718.428223
	Iteration 59Q: 3 clusters Score -1880211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1880212.125000 Penalty: 4718.428223
	Iteration 60F: 3 clusters Score -1880212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1880210.125000 Penalty: 4718.428223
	Iteration 61Q: 3 clusters Score -1880210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1880211.500000 Penalty: 4718.428223
	Iteration 62Q: 3 clusters Score -1880212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1880211.500000 Penalty: 4718.428223
	Iteration 63F: 3 clusters Score -1880212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -63550.210938 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -63550.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -62093.406250 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -62093.41 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62389.847656 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -62389.85 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -62649.898438 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -62649.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62831.894531 Penalty: 3124.278809
	Iteration 3F: 3 clusters Score -62831.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63011.429688 Penalty: 3124.278809
	Iteration 4F: 3 clusters Score -63011.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63175.636719 Penalty: 3124.278809
	Iteration 5F: 3 clusters Score -63175.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63367.335938 Penalty: 3124.278809
	Iteration 6F: 3 clusters Score -63367.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63488.769531 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -63488.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63561.527344 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -63561.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63607.355469 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -63607.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63642.750000 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -63642.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63687.316406 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -63687.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63723.992188 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -63723.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63747.660156 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -63747.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63762.976562 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -63762.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63779.703125 Penalty: 3124.278809
	Iteration 15Q: 3 clusters Score -63779.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63823.281250 Penalty: 3124.278809
	Iteration 16Q: 3 clusters Score -63823.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63877.269531 Penalty: 3124.278809
	Iteration 17Q: 3 clusters Score -63877.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63954.402344 Penalty: 3124.278809
	Iteration 18Q: 3 clusters Score -63954.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64227.906250 Penalty: 3124.278809
	Iteration 19Q: 3 clusters Score -64227.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64235.324219 Penalty: 3124.278809
	Iteration 20F: 3 clusters Score -64235.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210968 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154988 members 
Mstep: Class 5 contains 14804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 53573 members 
Mstep: Class 9 contains 110158 members 
Mstep: Class 10 contains 20991 members 
Mstep: Class 11 contains 176817 members 
Mstep: Class 14 contains 67438 members 
Mstep: Class 19 contains 13534 members 
Mstep: Class 20 contains 268 members 
Mstep: Class 21 contains 31550 members 
Entering Unmasked Estep 
Score: -116079672.000000 Penalty: 50824.945312
Splitting cluster 20 changes total score from -116080904.000000 to -116079672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (31550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Entering Unmasked Estep 
Score: -4287574.000000 Penalty: 2569.113770
	Iteration 0F: 2 clusters Score -4287574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -4265897.000000 Penalty: 5138.227539
	Iteration 0F: 3 clusters Score -4265897 nChanged 14267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -4273923.500000 Penalty: 5138.227539
	Iteration 1F: 3 clusters Score -4273924 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -4274332.500000 Penalty: 5138.227539
	Iteration 2Q: 3 clusters Score -4274332 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -4274716.500000 Penalty: 5138.227539
	Iteration 3Q: 3 clusters Score -4274716 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -4275162.500000 Penalty: 5138.227539
	Iteration 4Q: 3 clusters Score -4275162 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -4275741.000000 Penalty: 5138.227539
	Iteration 5Q: 3 clusters Score -4275741 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -4276667.000000 Penalty: 5138.227539
	Iteration 6F: 3 clusters Score -4276667 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -4277987.000000 Penalty: 5138.227539
	Iteration 7F: 3 clusters Score -4277987 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -4279875.500000 Penalty: 5138.227539
	Iteration 8F: 3 clusters Score -4279876 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -4281992.500000 Penalty: 5138.227539
	Iteration 9F: 3 clusters Score -4281992 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4283747.500000 Penalty: 5138.227539
	Iteration 10F: 3 clusters Score -4283748 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4284658.000000 Penalty: 5138.227539
	Iteration 11Q: 3 clusters Score -4284658 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4285045.000000 Penalty: 5138.227539
	Iteration 12Q: 3 clusters Score -4285045 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4285235.000000 Penalty: 5138.227539
	Iteration 13Q: 3 clusters Score -4285235 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4285321.000000 Penalty: 5138.227539
	Iteration 14Q: 3 clusters Score -4285321 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4285359.500000 Penalty: 5138.227539
	Iteration 15Q: 3 clusters Score -4285360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4285381.500000 Penalty: 5138.227539
	Iteration 16Q: 3 clusters Score -4285382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4285400.500000 Penalty: 5138.227539
	Iteration 17Q: 3 clusters Score -4285400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4285403.500000 Penalty: 5138.227539
	Iteration 18Q: 3 clusters Score -4285404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4285413.000000 Penalty: 5138.227539
	Iteration 19Q: 3 clusters Score -4285413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4285419.000000 Penalty: 5138.227539
	Iteration 20F: 3 clusters Score -4285419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4285424.000000 Penalty: 5138.227539
	Iteration 21Q: 3 clusters Score -4285424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4285428.500000 Penalty: 5138.227539
	Iteration 22Q: 3 clusters Score -4285428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4285426.500000 Penalty: 5138.227539
	Iteration 23Q: 3 clusters Score -4285426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4285424.500000 Penalty: 5138.227539
	Iteration 24Q: 3 clusters Score -4285424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4285429.500000 Penalty: 5138.227539
	Iteration 25Q: 3 clusters Score -4285430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4285429.500000 Penalty: 5138.227539
	Iteration 26F: 3 clusters Score -4285430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210968 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 154988 members 
Mstep: Class 5 contains 14804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53573 members 
Mstep: Class 9 contains 110158 members 
Mstep: Class 10 contains 20991 members 
Mstep: Class 11 contains 176817 members 
Mstep: Class 14 contains 67438 members 
Mstep: Class 19 contains 13534 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080848.000000 Penalty: 47436.613281
Iteration 239Q: 15 clusters Score -1.160808e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210966 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 155001 members 
Mstep: Class 5 contains 14804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53574 members 
Mstep: Class 9 contains 110149 members 
Mstep: Class 10 contains 20991 members 
Mstep: Class 11 contains 176817 members 
Mstep: Class 14 contains 67436 members 
Mstep: Class 19 contains 13535 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080856.000000 Penalty: 47436.613281
Iteration 240F: 15 clusters Score -1.160809e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210971 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 155008 members 
Mstep: Class 5 contains 14805 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53574 members 
Mstep: Class 9 contains 110133 members 
Mstep: Class 10 contains 20991 members 
Mstep: Class 11 contains 176819 members 
Mstep: Class 14 contains 67438 members 
Mstep: Class 19 contains 13535 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080864.000000 Penalty: 47436.613281
Iteration 241Q: 15 clusters Score -1.160809e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210966 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 155026 members 
Mstep: Class 5 contains 14805 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53572 members 
Mstep: Class 9 contains 110116 members 
Mstep: Class 10 contains 20991 members 
Mstep: Class 11 contains 176825 members 
Mstep: Class 14 contains 67439 members 
Mstep: Class 19 contains 13536 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080880.000000 Penalty: 47436.613281
Iteration 242Q: 15 clusters Score -1.160809e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210964 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 155048 members 
Mstep: Class 5 contains 14806 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53573 members 
Mstep: Class 9 contains 110100 members 
Mstep: Class 10 contains 20990 members 
Mstep: Class 11 contains 176819 members 
Mstep: Class 14 contains 67441 members 
Mstep: Class 19 contains 13535 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080880.000000 Penalty: 47436.613281
Iteration 243Q: 15 clusters Score -1.160809e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210962 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 155053 members 
Mstep: Class 5 contains 14808 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53575 members 
Mstep: Class 9 contains 110083 members 
Mstep: Class 10 contains 20990 members 
Mstep: Class 11 contains 176825 members 
Mstep: Class 14 contains 67445 members 
Mstep: Class 19 contains 13536 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080896.000000 Penalty: 47436.613281
Iteration 244Q: 15 clusters Score -1.160809e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210957 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 155060 members 
Mstep: Class 5 contains 14811 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53576 members 
Mstep: Class 9 contains 110076 members 
Mstep: Class 10 contains 20990 members 
Mstep: Class 11 contains 176822 members 
Mstep: Class 14 contains 67451 members 
Mstep: Class 19 contains 13535 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080896.000000 Penalty: 47436.613281
Iteration 245Q: 15 clusters Score -1.160809e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210953 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 155075 members 
Mstep: Class 5 contains 14809 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53580 members 
Mstep: Class 9 contains 110065 members 
Mstep: Class 10 contains 20989 members 
Mstep: Class 11 contains 176820 members 
Mstep: Class 14 contains 67454 members 
Mstep: Class 19 contains 13534 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080896.000000 Penalty: 47436.613281
Iteration 246Q: 15 clusters Score -1.160809e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210948 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 155086 members 
Mstep: Class 5 contains 14809 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53587 members 
Mstep: Class 9 contains 110049 members 
Mstep: Class 10 contains 20987 members 
Mstep: Class 11 contains 176820 members 
Mstep: Class 14 contains 67457 members 
Mstep: Class 19 contains 13534 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080824.000000 Penalty: 47436.613281
Iteration 247Q: 15 clusters Score -1.160808e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210937 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 155102 members 
Mstep: Class 5 contains 14805 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53594 members 
Mstep: Class 9 contains 110033 members 
Mstep: Class 10 contains 20986 members 
Mstep: Class 11 contains 176826 members 
Mstep: Class 14 contains 67460 members 
Mstep: Class 19 contains 13534 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080824.000000 Penalty: 47436.613281
Iteration 248Q: 15 clusters Score -1.160808e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210934 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 155115 members 
Mstep: Class 5 contains 14804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53600 members 
Mstep: Class 9 contains 110017 members 
Mstep: Class 10 contains 20985 members 
Mstep: Class 11 contains 176826 members 
Mstep: Class 14 contains 67462 members 
Mstep: Class 19 contains 13534 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080792.000000 Penalty: 47436.613281
Iteration 249Q: 15 clusters Score -1.160808e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210929 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 155118 members 
Mstep: Class 5 contains 14804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53602 members 
Mstep: Class 9 contains 110002 members 
Mstep: Class 10 contains 20985 members 
Mstep: Class 11 contains 176841 members 
Mstep: Class 14 contains 67463 members 
Mstep: Class 19 contains 13534 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080816.000000 Penalty: 47436.613281
Iteration 250Q: 15 clusters Score -1.160808e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210930 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 155124 members 
Mstep: Class 5 contains 14804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53601 members 
Mstep: Class 9 contains 109988 members 
Mstep: Class 10 contains 20983 members 
Mstep: Class 11 contains 176849 members 
Mstep: Class 14 contains 67465 members 
Mstep: Class 19 contains 13534 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080864.000000 Penalty: 47436.613281
Iteration 251Q: 15 clusters Score -1.160809e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210919 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 155128 members 
Mstep: Class 5 contains 14803 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53605 members 
Mstep: Class 9 contains 109972 members 
Mstep: Class 10 contains 20980 members 
Mstep: Class 11 contains 176865 members 
Mstep: Class 14 contains 67467 members 
Mstep: Class 19 contains 13535 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080928.000000 Penalty: 47436.613281
Iteration 252Q: 15 clusters Score -1.160809e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210920 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 155128 members 
Mstep: Class 5 contains 14802 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53607 members 
Mstep: Class 9 contains 109958 members 
Mstep: Class 10 contains 20976 members 
Mstep: Class 11 contains 176875 members 
Mstep: Class 14 contains 67469 members 
Mstep: Class 19 contains 13535 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080936.000000 Penalty: 47436.613281
Iteration 253Q: 15 clusters Score -1.160809e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210919 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155136 members 
Mstep: Class 5 contains 14802 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53611 members 
Mstep: Class 9 contains 109941 members 
Mstep: Class 10 contains 20972 members 
Mstep: Class 11 contains 176880 members 
Mstep: Class 14 contains 67471 members 
Mstep: Class 19 contains 13534 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080960.000000 Penalty: 47436.613281
Iteration 254Q: 15 clusters Score -1.16081e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210920 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155144 members 
Mstep: Class 5 contains 14804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53616 members 
Mstep: Class 9 contains 109922 members 
Mstep: Class 10 contains 20969 members 
Mstep: Class 11 contains 176881 members 
Mstep: Class 14 contains 67474 members 
Mstep: Class 19 contains 13534 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080944.000000 Penalty: 47436.613281
Iteration 255Q: 15 clusters Score -1.160809e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210918 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155151 members 
Mstep: Class 5 contains 14803 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53620 members 
Mstep: Class 9 contains 109907 members 
Mstep: Class 10 contains 20968 members 
Mstep: Class 11 contains 176885 members 
Mstep: Class 14 contains 67477 members 
Mstep: Class 19 contains 13534 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080920.000000 Penalty: 47436.613281
Iteration 256Q: 15 clusters Score -1.160809e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210919 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155158 members 
Mstep: Class 5 contains 14804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53619 members 
Mstep: Class 9 contains 109894 members 
Mstep: Class 10 contains 20967 members 
Mstep: Class 11 contains 176888 members 
Mstep: Class 14 contains 67479 members 
Mstep: Class 19 contains 13534 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080912.000000 Penalty: 47436.613281
Iteration 257Q: 15 clusters Score -1.160809e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210924 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155155 members 
Mstep: Class 5 contains 14804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53619 members 
Mstep: Class 9 contains 109874 members 
Mstep: Class 10 contains 20967 members 
Mstep: Class 11 contains 176901 members 
Mstep: Class 14 contains 67484 members 
Mstep: Class 19 contains 13536 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080904.000000 Penalty: 47436.613281
Iteration 258Q: 15 clusters Score -1.160809e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210923 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155160 members 
Mstep: Class 5 contains 14804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53622 members 
Mstep: Class 9 contains 109854 members 
Mstep: Class 10 contains 20967 members 
Mstep: Class 11 contains 176909 members 
Mstep: Class 14 contains 67490 members 
Mstep: Class 19 contains 13535 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080840.000000 Penalty: 47436.613281
Iteration 259Q: 15 clusters Score -1.160808e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210928 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155163 members 
Mstep: Class 5 contains 14807 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53629 members 
Mstep: Class 9 contains 109830 members 
Mstep: Class 10 contains 20967 members 
Mstep: Class 11 contains 176909 members 
Mstep: Class 14 contains 67497 members 
Mstep: Class 19 contains 13534 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080840.000000 Penalty: 47436.613281
Iteration 260F: 15 clusters Score -1.160808e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210934 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155166 members 
Mstep: Class 5 contains 14809 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53635 members 
Mstep: Class 9 contains 109804 members 
Mstep: Class 10 contains 20967 members 
Mstep: Class 11 contains 176918 members 
Mstep: Class 14 contains 67501 members 
Mstep: Class 19 contains 13531 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080848.000000 Penalty: 47436.613281
Iteration 261Q: 15 clusters Score -1.160808e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210935 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155174 members 
Mstep: Class 5 contains 14809 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53638 members 
Mstep: Class 9 contains 109779 members 
Mstep: Class 10 contains 20967 members 
Mstep: Class 11 contains 176924 members 
Mstep: Class 14 contains 67508 members 
Mstep: Class 19 contains 13531 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080816.000000 Penalty: 47436.613281
Iteration 262Q: 15 clusters Score -1.160808e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210932 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155185 members 
Mstep: Class 5 contains 14808 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53641 members 
Mstep: Class 9 contains 109762 members 
Mstep: Class 10 contains 20967 members 
Mstep: Class 11 contains 176928 members 
Mstep: Class 14 contains 67513 members 
Mstep: Class 19 contains 13529 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080904.000000 Penalty: 47436.613281
Iteration 263Q: 15 clusters Score -1.160809e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210930 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155191 members 
Mstep: Class 5 contains 14808 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53641 members 
Mstep: Class 9 contains 109743 members 
Mstep: Class 10 contains 20967 members 
Mstep: Class 11 contains 176941 members 
Mstep: Class 14 contains 67515 members 
Mstep: Class 19 contains 13529 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080816.000000 Penalty: 47436.613281
Iteration 264Q: 15 clusters Score -1.160808e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210934 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155197 members 
Mstep: Class 5 contains 14808 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53645 members 
Mstep: Class 9 contains 109724 members 
Mstep: Class 10 contains 20968 members 
Mstep: Class 11 contains 176942 members 
Mstep: Class 14 contains 67518 members 
Mstep: Class 19 contains 13529 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080840.000000 Penalty: 47436.613281
Iteration 265Q: 15 clusters Score -1.160808e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210939 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155203 members 
Mstep: Class 5 contains 14809 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53650 members 
Mstep: Class 9 contains 109709 members 
Mstep: Class 10 contains 20968 members 
Mstep: Class 11 contains 176939 members 
Mstep: Class 14 contains 67519 members 
Mstep: Class 19 contains 13529 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080888.000000 Penalty: 47436.613281
Iteration 266Q: 15 clusters Score -1.160809e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210949 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155210 members 
Mstep: Class 5 contains 14809 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53652 members 
Mstep: Class 9 contains 109695 members 
Mstep: Class 10 contains 20968 members 
Mstep: Class 11 contains 176936 members 
Mstep: Class 14 contains 67519 members 
Mstep: Class 19 contains 13528 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080888.000000 Penalty: 47436.613281
Iteration 267Q: 15 clusters Score -1.160809e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210951 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155220 members 
Mstep: Class 5 contains 14807 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53655 members 
Mstep: Class 9 contains 109683 members 
Mstep: Class 10 contains 20968 members 
Mstep: Class 11 contains 176936 members 
Mstep: Class 14 contains 67518 members 
Mstep: Class 19 contains 13528 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080824.000000 Penalty: 47436.613281
Iteration 268Q: 15 clusters Score -1.160808e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210954 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155234 members 
Mstep: Class 5 contains 14807 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53658 members 
Mstep: Class 9 contains 109667 members 
Mstep: Class 10 contains 20968 members 
Mstep: Class 11 contains 176931 members 
Mstep: Class 14 contains 67519 members 
Mstep: Class 19 contains 13528 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080824.000000 Penalty: 47436.613281
Iteration 269Q: 15 clusters Score -1.160808e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210956 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155248 members 
Mstep: Class 5 contains 14806 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53662 members 
Mstep: Class 9 contains 109655 members 
Mstep: Class 10 contains 20968 members 
Mstep: Class 11 contains 176923 members 
Mstep: Class 14 contains 67520 members 
Mstep: Class 19 contains 13528 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080824.000000 Penalty: 47436.613281
Iteration 270Q: 15 clusters Score -1.160808e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210957 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155258 members 
Mstep: Class 5 contains 14804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53663 members 
Mstep: Class 9 contains 109648 members 
Mstep: Class 10 contains 20969 members 
Mstep: Class 11 contains 176918 members 
Mstep: Class 14 contains 67521 members 
Mstep: Class 19 contains 13528 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080816.000000 Penalty: 47436.613281
Iteration 271Q: 15 clusters Score -1.160808e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210961 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155260 members 
Mstep: Class 5 contains 14804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53666 members 
Mstep: Class 9 contains 109638 members 
Mstep: Class 10 contains 20969 members 
Mstep: Class 11 contains 176917 members 
Mstep: Class 14 contains 67523 members 
Mstep: Class 19 contains 13528 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080784.000000 Penalty: 47436.613281
Iteration 272Q: 15 clusters Score -1.160808e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210965 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155256 members 
Mstep: Class 5 contains 14805 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53667 members 
Mstep: Class 9 contains 109622 members 
Mstep: Class 10 contains 20971 members 
Mstep: Class 11 contains 176924 members 
Mstep: Class 14 contains 67529 members 
Mstep: Class 19 contains 13527 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080776.000000 Penalty: 47436.613281
Iteration 273Q: 15 clusters Score -1.160808e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210962 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155259 members 
Mstep: Class 5 contains 14805 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53673 members 
Mstep: Class 9 contains 109602 members 
Mstep: Class 10 contains 20971 members 
Mstep: Class 11 contains 176934 members 
Mstep: Class 14 contains 67534 members 
Mstep: Class 19 contains 13526 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080864.000000 Penalty: 47436.613281
Iteration 274Q: 15 clusters Score -1.160809e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210962 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155264 members 
Mstep: Class 5 contains 14806 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53680 members 
Mstep: Class 9 contains 109581 members 
Mstep: Class 10 contains 20971 members 
Mstep: Class 11 contains 176940 members 
Mstep: Class 14 contains 67537 members 
Mstep: Class 19 contains 13525 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080824.000000 Penalty: 47436.613281
Iteration 275Q: 15 clusters Score -1.160808e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210965 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155270 members 
Mstep: Class 5 contains 14807 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53684 members 
Mstep: Class 9 contains 109560 members 
Mstep: Class 10 contains 20971 members 
Mstep: Class 11 contains 176947 members 
Mstep: Class 14 contains 67536 members 
Mstep: Class 19 contains 13526 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080896.000000 Penalty: 47436.613281
Iteration 276Q: 15 clusters Score -1.160809e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210966 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155274 members 
Mstep: Class 5 contains 14808 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53691 members 
Mstep: Class 9 contains 109538 members 
Mstep: Class 10 contains 20971 members 
Mstep: Class 11 contains 176954 members 
Mstep: Class 14 contains 67539 members 
Mstep: Class 19 contains 13525 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080800.000000 Penalty: 47436.613281
Iteration 277Q: 15 clusters Score -1.160808e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210969 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155280 members 
Mstep: Class 5 contains 14809 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53694 members 
Mstep: Class 9 contains 109518 members 
Mstep: Class 10 contains 20971 members 
Mstep: Class 11 contains 176960 members 
Mstep: Class 14 contains 67540 members 
Mstep: Class 19 contains 13525 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080904.000000 Penalty: 47436.613281
Iteration 278Q: 15 clusters Score -1.160809e+08 nChanged 53
Entering ConstructFrom: 
Score: -116080904.000000 Penalty: 47436.613281
Entering ConstructFrom: 
Trying to split cluster 1 (210966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210966 members 
Entering Unmasked Estep 
Score: -28875956.000000 Penalty: 3040.343994
	Iteration 0F: 2 clusters Score -2.887596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105400 members 
Mstep: Class 2 contains 105566 members 
Entering Unmasked Estep 
Score: -28747774.000000 Penalty: 6080.687988
	Iteration 0F: 3 clusters Score -2.874777e+07 nChanged 101305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104421 members 
Mstep: Class 2 contains 106545 members 
Entering Unmasked Estep 
Score: -28806652.000000 Penalty: 6080.687988
	Iteration 1F: 3 clusters Score -2.880665e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103673 members 
Mstep: Class 2 contains 107293 members 
Entering Unmasked Estep 
Score: -28807258.000000 Penalty: 6080.687988
	Iteration 2Q: 3 clusters Score -2.880726e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102461 members 
Mstep: Class 2 contains 108505 members 
Entering Unmasked Estep 
Score: -28808232.000000 Penalty: 6080.687988
	Iteration 3Q: 3 clusters Score -2.880823e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100582 members 
Mstep: Class 2 contains 110384 members 
Entering Unmasked Estep 
Score: -28809348.000000 Penalty: 6080.687988
	Iteration 4Q: 3 clusters Score -2.880935e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97660 members 
Mstep: Class 2 contains 113306 members 
Entering Unmasked Estep 
Score: -28810818.000000 Penalty: 6080.687988
	Iteration 5Q: 3 clusters Score -2.881082e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93164 members 
Mstep: Class 2 contains 117802 members 
Entering Unmasked Estep 
Score: -28812964.000000 Penalty: 6080.687988
	Iteration 6Q: 3 clusters Score -2.881296e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86496 members 
Mstep: Class 2 contains 124470 members 
Entering Unmasked Estep 
Score: -28816382.000000 Penalty: 6080.687988
	Iteration 7Q: 3 clusters Score -2.881638e+07 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76906 members 
Mstep: Class 2 contains 134060 members 
Entering Unmasked Estep 
Score: -28822016.000000 Penalty: 6080.687988
	Iteration 8F: 3 clusters Score -2.882202e+07 nChanged 13559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 147119 members 
Entering Unmasked Estep 
Score: -28831198.000000 Penalty: 6080.687988
	Iteration 9F: 3 clusters Score -2.88312e+07 nChanged 15943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 162810 members 
Entering Unmasked Estep 
Score: -28843106.000000 Penalty: 6080.687988
	Iteration 10F: 3 clusters Score -2.884311e+07 nChanged 14608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 177174 members 
Entering Unmasked Estep 
Score: -28854134.000000 Penalty: 6080.687988
	Iteration 11F: 3 clusters Score -2.885413e+07 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 187595 members 
Entering Unmasked Estep 
Score: -28861686.000000 Penalty: 6080.687988
	Iteration 12F: 3 clusters Score -2.886169e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 193605 members 
Entering Unmasked Estep 
Score: -28865838.000000 Penalty: 6080.687988
	Iteration 13Q: 3 clusters Score -2.886584e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 197053 members 
Entering Unmasked Estep 
Score: -28867966.000000 Penalty: 6080.687988
	Iteration 14Q: 3 clusters Score -2.886797e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 199339 members 
Entering Unmasked Estep 
Score: -28869076.000000 Penalty: 6080.687988
	Iteration 15Q: 3 clusters Score -2.886908e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 201076 members 
Entering Unmasked Estep 
Score: -28869824.000000 Penalty: 6080.687988
	Iteration 16Q: 3 clusters Score -2.886982e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 202462 members 
Entering Unmasked Estep 
Score: -28870420.000000 Penalty: 6080.687988
	Iteration 17Q: 3 clusters Score -2.887042e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 203625 members 
Entering Unmasked Estep 
Score: -28870988.000000 Penalty: 6080.687988
	Iteration 18Q: 3 clusters Score -2.887099e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 204562 members 
Entering Unmasked Estep 
Score: -28871410.000000 Penalty: 6080.687988
	Iteration 19Q: 3 clusters Score -2.887141e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 205315 members 
Entering Unmasked Estep 
Score: -28871762.000000 Penalty: 6080.687988
	Iteration 20F: 3 clusters Score -2.887176e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 205935 members 
Entering Unmasked Estep 
Score: -28872030.000000 Penalty: 6080.687988
	Iteration 21Q: 3 clusters Score -2.887203e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 206452 members 
Entering Unmasked Estep 
Score: -28872226.000000 Penalty: 6080.687988
	Iteration 22Q: 3 clusters Score -2.887223e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 206845 members 
Entering Unmasked Estep 
Score: -28872376.000000 Penalty: 6080.687988
	Iteration 23Q: 3 clusters Score -2.887238e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 207167 members 
Entering Unmasked Estep 
Score: -28872510.000000 Penalty: 6080.687988
	Iteration 24Q: 3 clusters Score -2.887251e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 207451 members 
Entering Unmasked Estep 
Score: -28872640.000000 Penalty: 6080.687988
	Iteration 25Q: 3 clusters Score -2.887264e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 207675 members 
Entering Unmasked Estep 
Score: -28872660.000000 Penalty: 6080.687988
	Iteration 26Q: 3 clusters Score -2.887266e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 207871 members 
Entering Unmasked Estep 
Score: -28872754.000000 Penalty: 6080.687988
	Iteration 27Q: 3 clusters Score -2.887275e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 208034 members 
Entering Unmasked Estep 
Score: -28872892.000000 Penalty: 6080.687988
	Iteration 28Q: 3 clusters Score -2.887289e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 208187 members 
Entering Unmasked Estep 
Score: -28872954.000000 Penalty: 6080.687988
	Iteration 29Q: 3 clusters Score -2.887295e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 208298 members 
Entering Unmasked Estep 
Score: -28872978.000000 Penalty: 6080.687988
	Iteration 30Q: 3 clusters Score -2.887298e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 208393 members 
Entering Unmasked Estep 
Score: -28872990.000000 Penalty: 6080.687988
	Iteration 31Q: 3 clusters Score -2.887299e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 208481 members 
Entering Unmasked Estep 
Score: -28873004.000000 Penalty: 6080.687988
	Iteration 32Q: 3 clusters Score -2.8873e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 208566 members 
Entering Unmasked Estep 
Score: -28872994.000000 Penalty: 6080.687988
	Iteration 33Q: 3 clusters Score -2.887299e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 208627 members 
Entering Unmasked Estep 
Score: -28873020.000000 Penalty: 6080.687988
	Iteration 34Q: 3 clusters Score -2.887302e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 208690 members 
Entering Unmasked Estep 
Score: -28873038.000000 Penalty: 6080.687988
	Iteration 35Q: 3 clusters Score -2.887304e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 208741 members 
Entering Unmasked Estep 
Score: -28873038.000000 Penalty: 6080.687988
	Iteration 36Q: 3 clusters Score -2.887304e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 208777 members 
Entering Unmasked Estep 
Score: -28873110.000000 Penalty: 6080.687988
	Iteration 37Q: 3 clusters Score -2.887311e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 208810 members 
Entering Unmasked Estep 
Score: -28873102.000000 Penalty: 6080.687988
	Iteration 38Q: 3 clusters Score -2.88731e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 208834 members 
Entering Unmasked Estep 
Score: -28873106.000000 Penalty: 6080.687988
	Iteration 39Q: 3 clusters Score -2.887311e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 208856 members 
Entering Unmasked Estep 
Score: -28873100.000000 Penalty: 6080.687988
	Iteration 40F: 3 clusters Score -2.88731e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 208868 members 
Entering Unmasked Estep 
Score: -28873146.000000 Penalty: 6080.687988
	Iteration 41Q: 3 clusters Score -2.887315e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 208870 members 
Entering Unmasked Estep 
Score: -28873160.000000 Penalty: 6080.687988
	Iteration 42Q: 3 clusters Score -2.887316e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 208880 members 
Entering Unmasked Estep 
Score: -28873156.000000 Penalty: 6080.687988
	Iteration 43Q: 3 clusters Score -2.887316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 208888 members 
Entering Unmasked Estep 
Score: -28873178.000000 Penalty: 6080.687988
	Iteration 44Q: 3 clusters Score -2.887318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 208895 members 
Entering Unmasked Estep 
Score: -28873182.000000 Penalty: 6080.687988
	Iteration 45Q: 3 clusters Score -2.887318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 208901 members 
Entering Unmasked Estep 
Score: -28873176.000000 Penalty: 6080.687988
	Iteration 46Q: 3 clusters Score -2.887318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 208905 members 
Entering Unmasked Estep 
Score: -28873190.000000 Penalty: 6080.687988
	Iteration 47Q: 3 clusters Score -2.887319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 208907 members 
Entering Unmasked Estep 
Score: -28873198.000000 Penalty: 6080.687988
	Iteration 48Q: 3 clusters Score -2.88732e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 208919 members 
Entering Unmasked Estep 
Score: -28873226.000000 Penalty: 6080.687988
	Iteration 49Q: 3 clusters Score -2.887323e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 208925 members 
Entering Unmasked Estep 
Score: -28873232.000000 Penalty: 6080.687988
	Iteration 50Q: 3 clusters Score -2.887323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 208930 members 
Entering Unmasked Estep 
Score: -28873240.000000 Penalty: 6080.687988
	Iteration 51Q: 3 clusters Score -2.887324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 208934 members 
Entering Unmasked Estep 
Score: -28873236.000000 Penalty: 6080.687988
	Iteration 52Q: 3 clusters Score -2.887324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 208937 members 
Entering Unmasked Estep 
Score: -28873216.000000 Penalty: 6080.687988
	Iteration 53Q: 3 clusters Score -2.887322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 208942 members 
Entering Unmasked Estep 
Score: -28873246.000000 Penalty: 6080.687988
	Iteration 54Q: 3 clusters Score -2.887325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 208948 members 
Entering Unmasked Estep 
Score: -28873244.000000 Penalty: 6080.687988
	Iteration 55Q: 3 clusters Score -2.887324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 208957 members 
Entering Unmasked Estep 
Score: -28873250.000000 Penalty: 6080.687988
	Iteration 56Q: 3 clusters Score -2.887325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 208964 members 
Entering Unmasked Estep 
Score: -28873246.000000 Penalty: 6080.687988
	Iteration 57Q: 3 clusters Score -2.887325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 208965 members 
Entering Unmasked Estep 
Score: -28873248.000000 Penalty: 6080.687988
	Iteration 58Q: 3 clusters Score -2.887325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 208965 members 
Entering Unmasked Estep 
Score: -28873248.000000 Penalty: 6080.687988
	Iteration 59F: 3 clusters Score -2.887325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Entering Unmasked Estep 
Score: -154737.062500 Penalty: 1757.511108
	Iteration 0F: 2 clusters Score -154737.1 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 647 members 
Entering Unmasked Estep 
Score: -152710.015625 Penalty: 3515.022217
	Iteration 0F: 3 clusters Score -152710 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -153078.593750 Penalty: 3515.022217
	Iteration 1F: 3 clusters Score -153078.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -153284.953125 Penalty: 3515.022217
	Iteration 2F: 3 clusters Score -153285 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -153536.156250 Penalty: 3515.022217
	Iteration 3F: 3 clusters Score -153536.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -153852.515625 Penalty: 3515.022217
	Iteration 4F: 3 clusters Score -153852.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -154311.828125 Penalty: 3515.022217
	Iteration 5F: 3 clusters Score -154311.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -154592.765625 Penalty: 3515.022217
	Iteration 6F: 3 clusters Score -154592.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -154692.593750 Penalty: 3515.022217
	Iteration 7Q: 3 clusters Score -154692.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -154747.781250 Penalty: 3515.022217
	Iteration 8Q: 3 clusters Score -154747.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -154777.671875 Penalty: 3515.022217
	Iteration 9Q: 3 clusters Score -154777.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -154788.375000 Penalty: 3515.022217
	Iteration 10Q: 3 clusters Score -154788.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -154794.312500 Penalty: 3515.022217
	Iteration 11Q: 3 clusters Score -154794.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -154799.578125 Penalty: 3515.022217
	Iteration 12Q: 3 clusters Score -154799.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -154802.750000 Penalty: 3515.022217
	Iteration 13Q: 3 clusters Score -154802.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -154805.453125 Penalty: 3515.022217
	Iteration 14Q: 3 clusters Score -154805.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -154808.656250 Penalty: 3515.022217
	Iteration 15Q: 3 clusters Score -154808.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -154809.968750 Penalty: 3515.022217
	Iteration 16Q: 3 clusters Score -154810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -154809.968750 Penalty: 3515.022217
	Iteration 17F: 3 clusters Score -154810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210966 members 
Mstep: Class 2 contains 858 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155288 members 
Mstep: Class 5 contains 14809 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 338 members 
Mstep: Class 8 contains 53697 members 
Mstep: Class 9 contains 109493 members 
Mstep: Class 10 contains 20971 members 
Mstep: Class 11 contains 176970 members 
Mstep: Class 14 contains 67547 members 
Mstep: Class 19 contains 13525 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31554 members 
Entering Unmasked Estep 
Score: -116079264.000000 Penalty: 50824.945312
Splitting cluster 2 changes total score from -116080904.000000 to -116079264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -160187.984375 Penalty: 1770.438965
	Iteration 0F: 2 clusters Score -160188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -158076.000000 Penalty: 3540.877930
	Iteration 0F: 3 clusters Score -158076 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -158367.203125 Penalty: 3540.877930
	Iteration 1F: 3 clusters Score -158367.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -158452.015625 Penalty: 3540.877930
	Iteration 2F: 3 clusters Score -158452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -158514.375000 Penalty: 3540.877930
	Iteration 3Q: 3 clusters Score -158514.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -158562.796875 Penalty: 3540.877930
	Iteration 4Q: 3 clusters Score -158562.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -158585.984375 Penalty: 3540.877930
	Iteration 5Q: 3 clusters Score -158586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -158620.171875 Penalty: 3540.877930
	Iteration 6Q: 3 clusters Score -158620.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -158654.875000 Penalty: 3540.877930
	Iteration 7Q: 3 clusters Score -158654.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -158684.828125 Penalty: 3540.877930
	Iteration 8Q: 3 clusters Score -158684.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -158708.890625 Penalty: 3540.877930
	Iteration 9Q: 3 clusters Score -158708.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -158729.359375 Penalty: 3540.877930
	Iteration 10Q: 3 clusters Score -158729.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -158751.375000 Penalty: 3540.877930
	Iteration 11Q: 3 clusters Score -158751.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -158771.281250 Penalty: 3540.877930
	Iteration 12Q: 3 clusters Score -158771.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -158785.812500 Penalty: 3540.877930
	Iteration 13Q: 3 clusters Score -158785.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -158797.968750 Penalty: 3540.877930
	Iteration 14Q: 3 clusters Score -158798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -158810.953125 Penalty: 3540.877930
	Iteration 15Q: 3 clusters Score -158811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -158825.312500 Penalty: 3540.877930
	Iteration 16Q: 3 clusters Score -158825.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -158838.375000 Penalty: 3540.877930
	Iteration 17Q: 3 clusters Score -158838.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -158854.984375 Penalty: 3540.877930
	Iteration 18Q: 3 clusters Score -158855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -158869.218750 Penalty: 3540.877930
	Iteration 19Q: 3 clusters Score -158869.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -158886.609375 Penalty: 3540.877930
	Iteration 20F: 3 clusters Score -158886.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -158910.468750 Penalty: 3540.877930
	Iteration 21Q: 3 clusters Score -158910.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -158958.296875 Penalty: 3540.877930
	Iteration 22Q: 3 clusters Score -158958.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -159019.203125 Penalty: 3540.877930
	Iteration 23Q: 3 clusters Score -159019.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -159096.015625 Penalty: 3540.877930
	Iteration 24Q: 3 clusters Score -159096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -159158.687500 Penalty: 3540.877930
	Iteration 25Q: 3 clusters Score -159158.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -159205.296875 Penalty: 3540.877930
	Iteration 26Q: 3 clusters Score -159205.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -159246.765625 Penalty: 3540.877930
	Iteration 27Q: 3 clusters Score -159246.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -159261.531250 Penalty: 3540.877930
	Iteration 28Q: 3 clusters Score -159261.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -159286.562500 Penalty: 3540.877930
	Iteration 29Q: 3 clusters Score -159286.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -159305.687500 Penalty: 3540.877930
	Iteration 30Q: 3 clusters Score -159305.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -159332.828125 Penalty: 3540.877930
	Iteration 31Q: 3 clusters Score -159332.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -159368.671875 Penalty: 3540.877930
	Iteration 32Q: 3 clusters Score -159368.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -159407.015625 Penalty: 3540.877930
	Iteration 33Q: 3 clusters Score -159407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -159462.500000 Penalty: 3540.877930
	Iteration 34Q: 3 clusters Score -159462.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -159533.906250 Penalty: 3540.877930
	Iteration 35Q: 3 clusters Score -159533.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -159587.843750 Penalty: 3540.877930
	Iteration 36Q: 3 clusters Score -159587.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -159614.093750 Penalty: 3540.877930
	Iteration 37Q: 3 clusters Score -159614.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -159625.203125 Penalty: 3540.877930
	Iteration 38Q: 3 clusters Score -159625.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -159631.078125 Penalty: 3540.877930
	Iteration 39Q: 3 clusters Score -159631.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -159635.546875 Penalty: 3540.877930
	Iteration 40F: 3 clusters Score -159635.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -159636.312500 Penalty: 3540.877930
	Iteration 41Q: 3 clusters Score -159636.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -159636.312500 Penalty: 3540.877930
	Iteration 42F: 3 clusters Score -159636.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (155288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155288 members 
Entering Unmasked Estep 
Score: -21405842.000000 Penalty: 2964.353027
	Iteration 0F: 2 clusters Score -2.140584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77882 members 
Mstep: Class 2 contains 77406 members 
Entering Unmasked Estep 
Score: -21302914.000000 Penalty: 5928.706055
	Iteration 0F: 3 clusters Score -2.130291e+07 nChanged 74474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81600 members 
Mstep: Class 2 contains 73688 members 
Entering Unmasked Estep 
Score: -21345948.000000 Penalty: 5928.706055
	Iteration 1F: 3 clusters Score -2.134595e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83888 members 
Mstep: Class 2 contains 71400 members 
Entering Unmasked Estep 
Score: -21347028.000000 Penalty: 5928.706055
	Iteration 2Q: 3 clusters Score -2.134703e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 67777 members 
Entering Unmasked Estep 
Score: -21348416.000000 Penalty: 5928.706055
	Iteration 3Q: 3 clusters Score -2.134842e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92944 members 
Mstep: Class 2 contains 62344 members 
Entering Unmasked Estep 
Score: -21350764.000000 Penalty: 5928.706055
	Iteration 4Q: 3 clusters Score -2.135076e+07 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101144 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -21355298.000000 Penalty: 5928.706055
	Iteration 5F: 3 clusters Score -2.13553e+07 nChanged 11581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112609 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -21363698.000000 Penalty: 5928.706055
	Iteration 6F: 3 clusters Score -2.13637e+07 nChanged 14001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126602 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -21376242.000000 Penalty: 5928.706055
	Iteration 7F: 3 clusters Score -2.137624e+07 nChanged 13614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140212 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -21389958.000000 Penalty: 5928.706055
	Iteration 8F: 3 clusters Score -2.138996e+07 nChanged 9181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149391 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -21398476.000000 Penalty: 5928.706055
	Iteration 9F: 3 clusters Score -2.139848e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153394 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -21401818.000000 Penalty: 5928.706055
	Iteration 10Q: 3 clusters Score -2.140182e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154570 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -21402830.000000 Penalty: 5928.706055
	Iteration 11Q: 3 clusters Score -2.140283e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154860 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -21403056.000000 Penalty: 5928.706055
	Iteration 12Q: 3 clusters Score -2.140306e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154956 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -21403148.000000 Penalty: 5928.706055
	Iteration 13Q: 3 clusters Score -2.140315e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154989 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -21403188.000000 Penalty: 5928.706055
	Iteration 14Q: 3 clusters Score -2.140319e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154999 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -21403210.000000 Penalty: 5928.706055
	Iteration 15Q: 3 clusters Score -2.140321e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155002 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -21403224.000000 Penalty: 5928.706055
	Iteration 16Q: 3 clusters Score -2.140322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155005 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -21403240.000000 Penalty: 5928.706055
	Iteration 17Q: 3 clusters Score -2.140324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155005 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -21403250.000000 Penalty: 5928.706055
	Iteration 18Q: 3 clusters Score -2.140325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155009 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21403262.000000 Penalty: 5928.706055
	Iteration 19Q: 3 clusters Score -2.140326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155010 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21403266.000000 Penalty: 5928.706055
	Iteration 20F: 3 clusters Score -2.140327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155009 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21403280.000000 Penalty: 5928.706055
	Iteration 21Q: 3 clusters Score -2.140328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155011 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21403282.000000 Penalty: 5928.706055
	Iteration 22Q: 3 clusters Score -2.140328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155013 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21403276.000000 Penalty: 5928.706055
	Iteration 23Q: 3 clusters Score -2.140328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155014 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21403270.000000 Penalty: 5928.706055
	Iteration 24Q: 3 clusters Score -2.140327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155017 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21403270.000000 Penalty: 5928.706055
	Iteration 25Q: 3 clusters Score -2.140327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155021 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -21403286.000000 Penalty: 5928.706055
	Iteration 26Q: 3 clusters Score -2.140329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155021 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -21403298.000000 Penalty: 5928.706055
	Iteration 27Q: 3 clusters Score -2.14033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155020 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -21403296.000000 Penalty: 5928.706055
	Iteration 28Q: 3 clusters Score -2.14033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155020 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -21403296.000000 Penalty: 5928.706055
	Iteration 29F: 3 clusters Score -2.14033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Entering Unmasked Estep 
Score: -1948592.375000 Penalty: 2381.541504
	Iteration 0F: 2 clusters Score -1948592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1937805.625000 Penalty: 4763.083008
	Iteration 0F: 3 clusters Score -1937806 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1941226.375000 Penalty: 4763.083008
	Iteration 1F: 3 clusters Score -1941226 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1941597.625000 Penalty: 4763.083008
	Iteration 2F: 3 clusters Score -1941598 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1941868.250000 Penalty: 4763.083008
	Iteration 3Q: 3 clusters Score -1941868 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1942109.250000 Penalty: 4763.083008
	Iteration 4Q: 3 clusters Score -1942109 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1942317.875000 Penalty: 4763.083008
	Iteration 5Q: 3 clusters Score -1942318 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1942514.125000 Penalty: 4763.083008
	Iteration 6Q: 3 clusters Score -1942514 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1942716.375000 Penalty: 4763.083008
	Iteration 7Q: 3 clusters Score -1942716 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1942955.125000 Penalty: 4763.083008
	Iteration 8Q: 3 clusters Score -1942955 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1943216.125000 Penalty: 4763.083008
	Iteration 9Q: 3 clusters Score -1943216 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1943483.000000 Penalty: 4763.083008
	Iteration 10Q: 3 clusters Score -1943483 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1943793.875000 Penalty: 4763.083008
	Iteration 11Q: 3 clusters Score -1943794 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1944131.375000 Penalty: 4763.083008
	Iteration 12Q: 3 clusters Score -1944131 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1944492.625000 Penalty: 4763.083008
	Iteration 13Q: 3 clusters Score -1944493 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1944836.250000 Penalty: 4763.083008
	Iteration 14Q: 3 clusters Score -1944836 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1945112.500000 Penalty: 4763.083008
	Iteration 15Q: 3 clusters Score -1945112 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1945350.125000 Penalty: 4763.083008
	Iteration 16Q: 3 clusters Score -1945350 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1945566.375000 Penalty: 4763.083008
	Iteration 17Q: 3 clusters Score -1945566 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1945737.125000 Penalty: 4763.083008
	Iteration 18Q: 3 clusters Score -1945737 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1945892.125000 Penalty: 4763.083008
	Iteration 19Q: 3 clusters Score -1945892 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1946027.000000 Penalty: 4763.083008
	Iteration 20F: 3 clusters Score -1946027 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1946131.000000 Penalty: 4763.083008
	Iteration 21Q: 3 clusters Score -1946131 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1946223.250000 Penalty: 4763.083008
	Iteration 22Q: 3 clusters Score -1946223 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1946330.125000 Penalty: 4763.083008
	Iteration 23Q: 3 clusters Score -1946330 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1946410.625000 Penalty: 4763.083008
	Iteration 24Q: 3 clusters Score -1946411 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1946470.250000 Penalty: 4763.083008
	Iteration 25Q: 3 clusters Score -1946470 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1946511.750000 Penalty: 4763.083008
	Iteration 26Q: 3 clusters Score -1946512 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1946546.625000 Penalty: 4763.083008
	Iteration 27Q: 3 clusters Score -1946547 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1946568.000000 Penalty: 4763.083008
	Iteration 28Q: 3 clusters Score -1946568 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1946579.500000 Penalty: 4763.083008
	Iteration 29Q: 3 clusters Score -1946580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1946596.250000 Penalty: 4763.083008
	Iteration 30Q: 3 clusters Score -1946596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1946615.125000 Penalty: 4763.083008
	Iteration 31Q: 3 clusters Score -1946615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1946625.125000 Penalty: 4763.083008
	Iteration 32Q: 3 clusters Score -1946625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1946633.500000 Penalty: 4763.083008
	Iteration 33Q: 3 clusters Score -1946634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1946640.125000 Penalty: 4763.083008
	Iteration 34Q: 3 clusters Score -1946640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1946643.750000 Penalty: 4763.083008
	Iteration 35Q: 3 clusters Score -1946644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1946646.125000 Penalty: 4763.083008
	Iteration 36Q: 3 clusters Score -1946646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1946649.625000 Penalty: 4763.083008
	Iteration 37Q: 3 clusters Score -1946650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1946652.875000 Penalty: 4763.083008
	Iteration 38Q: 3 clusters Score -1946653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1946654.375000 Penalty: 4763.083008
	Iteration 39Q: 3 clusters Score -1946654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1946654.250000 Penalty: 4763.083008
	Iteration 40F: 3 clusters Score -1946654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1946660.000000 Penalty: 4763.083008
	Iteration 41Q: 3 clusters Score -1946660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1946659.500000 Penalty: 4763.083008
	Iteration 42Q: 3 clusters Score -1946660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1946660.125000 Penalty: 4763.083008
	Iteration 43Q: 3 clusters Score -1946660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1946662.125000 Penalty: 4763.083008
	Iteration 44Q: 3 clusters Score -1946662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1946668.375000 Penalty: 4763.083008
	Iteration 45Q: 3 clusters Score -1946668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1946667.250000 Penalty: 4763.083008
	Iteration 46Q: 3 clusters Score -1946667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1946671.875000 Penalty: 4763.083008
	Iteration 47Q: 3 clusters Score -1946672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1946670.875000 Penalty: 4763.083008
	Iteration 48Q: 3 clusters Score -1946671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1946672.250000 Penalty: 4763.083008
	Iteration 49Q: 3 clusters Score -1946672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1946673.375000 Penalty: 4763.083008
	Iteration 50Q: 3 clusters Score -1946673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1946675.500000 Penalty: 4763.083008
	Iteration 51Q: 3 clusters Score -1946676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1946676.375000 Penalty: 4763.083008
	Iteration 52Q: 3 clusters Score -1946676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1946677.625000 Penalty: 4763.083008
	Iteration 53Q: 3 clusters Score -1946678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1946677.000000 Penalty: 4763.083008
	Iteration 54Q: 3 clusters Score -1946677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1946679.125000 Penalty: 4763.083008
	Iteration 55Q: 3 clusters Score -1946679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1946680.750000 Penalty: 4763.083008
	Iteration 56Q: 3 clusters Score -1946681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1946681.750000 Penalty: 4763.083008
	Iteration 57Q: 3 clusters Score -1946682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1946682.875000 Penalty: 4763.083008
	Iteration 58Q: 3 clusters Score -1946683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1946682.875000 Penalty: 4763.083008
	Iteration 59Q: 3 clusters Score -1946683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1946685.250000 Penalty: 4763.083008
	Iteration 60F: 3 clusters Score -1946685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1946684.875000 Penalty: 4763.083008
	Iteration 61Q: 3 clusters Score -1946685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1946684.875000 Penalty: 4763.083008
	Iteration 62F: 3 clusters Score -1946685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -45934.695312 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -45934.7 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 202 members 
Entering Unmasked Estep 
Score: -44746.128906 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -44746.13 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45036.296875 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -45036.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45156.363281 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -45156.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45199.644531 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -45199.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45241.113281 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -45241.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45277.125000 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -45277.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45299.156250 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -45299.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45328.746094 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -45328.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45341.742188 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -45341.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45392.894531 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -45392.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45398.703125 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -45398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45405.898438 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -45405.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45410.800781 Penalty: 2965.527344
	Iteration 12Q: 3 clusters Score -45410.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45413.132812 Penalty: 2965.527344
	Iteration 13Q: 3 clusters Score -45413.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45418.410156 Penalty: 2965.527344
	Iteration 14Q: 3 clusters Score -45418.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45428.437500 Penalty: 2965.527344
	Iteration 15Q: 3 clusters Score -45428.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45437.886719 Penalty: 2965.527344
	Iteration 16Q: 3 clusters Score -45437.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45439.875000 Penalty: 2965.527344
	Iteration 17Q: 3 clusters Score -45439.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45439.875000 Penalty: 2965.527344
	Iteration 18F: 3 clusters Score -45439.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (53697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53697 members 
Entering Unmasked Estep 
Score: -7470388.000000 Penalty: 2700.995850
	Iteration 0F: 2 clusters Score -7470388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -7434250.000000 Penalty: 5401.991699
	Iteration 0F: 3 clusters Score -7434250 nChanged 24862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -7447861.000000 Penalty: 5401.991699
	Iteration 1F: 3 clusters Score -7447861 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -7448495.500000 Penalty: 5401.991699
	Iteration 2Q: 3 clusters Score -7448496 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -7449117.000000 Penalty: 5401.991699
	Iteration 3Q: 3 clusters Score -7449117 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -7449821.500000 Penalty: 5401.991699
	Iteration 4Q: 3 clusters Score -7449822 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -7450872.000000 Penalty: 5401.991699
	Iteration 5Q: 3 clusters Score -7450872 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -7452468.000000 Penalty: 5401.991699
	Iteration 6F: 3 clusters Score -7452468 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -7454971.500000 Penalty: 5401.991699
	Iteration 7F: 3 clusters Score -7454972 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -7458411.000000 Penalty: 5401.991699
	Iteration 8F: 3 clusters Score -7458411 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
Score: -7462058.500000 Penalty: 5401.991699
	Iteration 9F: 3 clusters Score -7462058 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -7464927.000000 Penalty: 5401.991699
	Iteration 10F: 3 clusters Score -7464927 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 51883 members 
Entering Unmasked Estep 
Score: -7466546.000000 Penalty: 5401.991699
	Iteration 11Q: 3 clusters Score -7466546 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -7467373.000000 Penalty: 5401.991699
	Iteration 12Q: 3 clusters Score -7467373 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -7467708.500000 Penalty: 5401.991699
	Iteration 13Q: 3 clusters Score -7467708 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 53233 members 
Entering Unmasked Estep 
Score: -7467848.000000 Penalty: 5401.991699
	Iteration 14Q: 3 clusters Score -7467848 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -7467903.500000 Penalty: 5401.991699
	Iteration 15Q: 3 clusters Score -7467904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -7467935.000000 Penalty: 5401.991699
	Iteration 16Q: 3 clusters Score -7467935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -7467959.500000 Penalty: 5401.991699
	Iteration 17Q: 3 clusters Score -7467960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -7467974.000000 Penalty: 5401.991699
	Iteration 18Q: 3 clusters Score -7467974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 53333 members 
Entering Unmasked Estep 
Score: -7467975.500000 Penalty: 5401.991699
	Iteration 19Q: 3 clusters Score -7467976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 53335 members 
Entering Unmasked Estep 
Score: -7467979.500000 Penalty: 5401.991699
	Iteration 20F: 3 clusters Score -7467980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 53338 members 
Entering Unmasked Estep 
Score: -7467985.500000 Penalty: 5401.991699
	Iteration 21Q: 3 clusters Score -7467986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -7467990.000000 Penalty: 5401.991699
	Iteration 22Q: 3 clusters Score -7467990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -7467984.500000 Penalty: 5401.991699
	Iteration 23Q: 3 clusters Score -7467984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -7467982.500000 Penalty: 5401.991699
	Iteration 24Q: 3 clusters Score -7467982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -7467995.500000 Penalty: 5401.991699
	Iteration 25Q: 3 clusters Score -7467996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 53351 members 
Entering Unmasked Estep 
Score: -7468005.000000 Penalty: 5401.991699
	Iteration 26Q: 3 clusters Score -7468005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -7468001.500000 Penalty: 5401.991699
	Iteration 27Q: 3 clusters Score -7468002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -7467998.500000 Penalty: 5401.991699
	Iteration 28Q: 3 clusters Score -7467998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 53356 members 
Entering Unmasked Estep 
Score: -7468005.000000 Penalty: 5401.991699
	Iteration 29Q: 3 clusters Score -7468005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -7468003.500000 Penalty: 5401.991699
	Iteration 30Q: 3 clusters Score -7468004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -7468006.500000 Penalty: 5401.991699
	Iteration 31Q: 3 clusters Score -7468006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 53362 members 
Entering Unmasked Estep 
Score: -7468007.500000 Penalty: 5401.991699
	Iteration 32Q: 3 clusters Score -7468008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -7468008.000000 Penalty: 5401.991699
	Iteration 33Q: 3 clusters Score -7468008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -7468011.000000 Penalty: 5401.991699
	Iteration 34Q: 3 clusters Score -7468011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -7468013.500000 Penalty: 5401.991699
	Iteration 35Q: 3 clusters Score -7468014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -7468018.500000 Penalty: 5401.991699
	Iteration 36Q: 3 clusters Score -7468018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -7468027.000000 Penalty: 5401.991699
	Iteration 37Q: 3 clusters Score -7468027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -7468027.000000 Penalty: 5401.991699
	Iteration 38F: 3 clusters Score -7468027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (109493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109493 members 
Entering Unmasked Estep 
Score: -15121249.000000 Penalty: 2877.696777
	Iteration 0F: 2 clusters Score -1.512125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54810 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -15048353.000000 Penalty: 5755.393555
	Iteration 0F: 3 clusters Score -1.504835e+07 nChanged 51662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55400 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -15077827.000000 Penalty: 5755.393555
	Iteration 1F: 3 clusters Score -1.507783e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 53732 members 
Entering Unmasked Estep 
Score: -15078507.000000 Penalty: 5755.393555
	Iteration 2Q: 3 clusters Score -1.507851e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -15079196.000000 Penalty: 5755.393555
	Iteration 3Q: 3 clusters Score -1.50792e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 52655 members 
Entering Unmasked Estep 
Score: -15080020.000000 Penalty: 5755.393555
	Iteration 4Q: 3 clusters Score -1.508002e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57744 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -15081045.000000 Penalty: 5755.393555
	Iteration 5Q: 3 clusters Score -1.508104e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -15082317.000000 Penalty: 5755.393555
	Iteration 6Q: 3 clusters Score -1.508232e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60735 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -15084112.000000 Penalty: 5755.393555
	Iteration 7Q: 3 clusters Score -1.508411e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -15086653.000000 Penalty: 5755.393555
	Iteration 8Q: 3 clusters Score -1.508665e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65943 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -15090073.000000 Penalty: 5755.393555
	Iteration 9F: 3 clusters Score -1.509007e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69126 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -15094512.000000 Penalty: 5755.393555
	Iteration 10F: 3 clusters Score -1.509451e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72120 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -15099153.000000 Penalty: 5755.393555
	Iteration 11F: 3 clusters Score -1.509915e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74730 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -15102885.000000 Penalty: 5755.393555
	Iteration 12F: 3 clusters Score -1.510288e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76890 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -15105206.000000 Penalty: 5755.393555
	Iteration 13Q: 3 clusters Score -1.510521e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78896 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -15106719.000000 Penalty: 5755.393555
	Iteration 14Q: 3 clusters Score -1.510672e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80878 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -15107664.000000 Penalty: 5755.393555
	Iteration 15Q: 3 clusters Score -1.510766e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82889 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -15108548.000000 Penalty: 5755.393555
	Iteration 16Q: 3 clusters Score -1.510855e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84859 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -15109304.000000 Penalty: 5755.393555
	Iteration 17Q: 3 clusters Score -1.51093e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86789 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -15110048.000000 Penalty: 5755.393555
	Iteration 18Q: 3 clusters Score -1.511005e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88645 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -15110848.000000 Penalty: 5755.393555
	Iteration 19Q: 3 clusters Score -1.511085e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90457 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -15111590.000000 Penalty: 5755.393555
	Iteration 20F: 3 clusters Score -1.511159e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92253 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -15112343.000000 Penalty: 5755.393555
	Iteration 21Q: 3 clusters Score -1.511234e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93954 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -15113014.000000 Penalty: 5755.393555
	Iteration 22Q: 3 clusters Score -1.511301e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95585 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -15113706.000000 Penalty: 5755.393555
	Iteration 23Q: 3 clusters Score -1.511371e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97065 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -15114312.000000 Penalty: 5755.393555
	Iteration 24Q: 3 clusters Score -1.511431e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98419 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -15114844.000000 Penalty: 5755.393555
	Iteration 25Q: 3 clusters Score -1.511484e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99698 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -15115351.000000 Penalty: 5755.393555
	Iteration 26Q: 3 clusters Score -1.511535e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100877 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -15115850.000000 Penalty: 5755.393555
	Iteration 27Q: 3 clusters Score -1.511585e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101930 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -15116232.000000 Penalty: 5755.393555
	Iteration 28Q: 3 clusters Score -1.511623e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102888 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -15116592.000000 Penalty: 5755.393555
	Iteration 29Q: 3 clusters Score -1.511659e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103743 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -15116929.000000 Penalty: 5755.393555
	Iteration 30Q: 3 clusters Score -1.511693e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104471 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -15117161.000000 Penalty: 5755.393555
	Iteration 31Q: 3 clusters Score -1.511716e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105061 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -15117351.000000 Penalty: 5755.393555
	Iteration 32Q: 3 clusters Score -1.511735e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105602 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -15117596.000000 Penalty: 5755.393555
	Iteration 33Q: 3 clusters Score -1.51176e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106065 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -15117776.000000 Penalty: 5755.393555
	Iteration 34Q: 3 clusters Score -1.511778e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106451 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -15117920.000000 Penalty: 5755.393555
	Iteration 35Q: 3 clusters Score -1.511792e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106801 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -15118073.000000 Penalty: 5755.393555
	Iteration 36Q: 3 clusters Score -1.511807e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107073 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -15118211.000000 Penalty: 5755.393555
	Iteration 37Q: 3 clusters Score -1.511821e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107309 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -15118332.000000 Penalty: 5755.393555
	Iteration 38Q: 3 clusters Score -1.511833e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107499 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -15118439.000000 Penalty: 5755.393555
	Iteration 39Q: 3 clusters Score -1.511844e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107655 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -15118508.000000 Penalty: 5755.393555
	Iteration 40F: 3 clusters Score -1.511851e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107786 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -15118556.000000 Penalty: 5755.393555
	Iteration 41Q: 3 clusters Score -1.511856e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107908 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -15118644.000000 Penalty: 5755.393555
	Iteration 42Q: 3 clusters Score -1.511864e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107993 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -15118657.000000 Penalty: 5755.393555
	Iteration 43Q: 3 clusters Score -1.511866e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108067 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -15118690.000000 Penalty: 5755.393555
	Iteration 44Q: 3 clusters Score -1.511869e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108121 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -15118695.000000 Penalty: 5755.393555
	Iteration 45Q: 3 clusters Score -1.51187e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108172 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -15118709.000000 Penalty: 5755.393555
	Iteration 46Q: 3 clusters Score -1.511871e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108230 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -15118726.000000 Penalty: 5755.393555
	Iteration 47Q: 3 clusters Score -1.511873e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108278 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -15118720.000000 Penalty: 5755.393555
	Iteration 48Q: 3 clusters Score -1.511872e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108307 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -15118741.000000 Penalty: 5755.393555
	Iteration 49Q: 3 clusters Score -1.511874e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108332 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -15118749.000000 Penalty: 5755.393555
	Iteration 50Q: 3 clusters Score -1.511875e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108358 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -15118758.000000 Penalty: 5755.393555
	Iteration 51Q: 3 clusters Score -1.511876e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108387 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -15118790.000000 Penalty: 5755.393555
	Iteration 52Q: 3 clusters Score -1.511879e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108404 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -15118802.000000 Penalty: 5755.393555
	Iteration 53Q: 3 clusters Score -1.51188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108423 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -15118821.000000 Penalty: 5755.393555
	Iteration 54Q: 3 clusters Score -1.511882e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108444 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -15118825.000000 Penalty: 5755.393555
	Iteration 55Q: 3 clusters Score -1.511882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108453 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -15118814.000000 Penalty: 5755.393555
	Iteration 56Q: 3 clusters Score -1.511881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108460 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -15118826.000000 Penalty: 5755.393555
	Iteration 57Q: 3 clusters Score -1.511883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108467 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -15118821.000000 Penalty: 5755.393555
	Iteration 58Q: 3 clusters Score -1.511882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108476 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -15118818.000000 Penalty: 5755.393555
	Iteration 59Q: 3 clusters Score -1.511882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108485 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -15118847.000000 Penalty: 5755.393555
	Iteration 60F: 3 clusters Score -1.511885e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108495 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -15118848.000000 Penalty: 5755.393555
	Iteration 61Q: 3 clusters Score -1.511885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108503 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -15118847.000000 Penalty: 5755.393555
	Iteration 62Q: 3 clusters Score -1.511885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108508 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -15118859.000000 Penalty: 5755.393555
	Iteration 63Q: 3 clusters Score -1.511886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108512 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -15118856.000000 Penalty: 5755.393555
	Iteration 64Q: 3 clusters Score -1.511886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108514 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -15118861.000000 Penalty: 5755.393555
	Iteration 65Q: 3 clusters Score -1.511886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108516 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -15118861.000000 Penalty: 5755.393555
	Iteration 66Q: 3 clusters Score -1.511886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108518 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -15118862.000000 Penalty: 5755.393555
	Iteration 67Q: 3 clusters Score -1.511886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108519 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -15118856.000000 Penalty: 5755.393555
	Iteration 68Q: 3 clusters Score -1.511886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108520 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -15118860.000000 Penalty: 5755.393555
	Iteration 69Q: 3 clusters Score -1.511886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108522 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -15118857.000000 Penalty: 5755.393555
	Iteration 70Q: 3 clusters Score -1.511886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108522 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -15118857.000000 Penalty: 5755.393555
	Iteration 71F: 3 clusters Score -1.511886e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Entering Unmasked Estep 
Score: -2783347.500000 Penalty: 2467.822266
	Iteration 0F: 2 clusters Score -2783348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2768645.250000 Penalty: 4935.644531
	Iteration 0F: 3 clusters Score -2768645 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2773829.000000 Penalty: 4935.644531
	Iteration 1F: 3 clusters Score -2773829 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2774419.750000 Penalty: 4935.644531
	Iteration 2F: 3 clusters Score -2774420 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2774965.500000 Penalty: 4935.644531
	Iteration 3F: 3 clusters Score -2774966 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2775524.250000 Penalty: 4935.644531
	Iteration 4F: 3 clusters Score -2775524 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2776144.250000 Penalty: 4935.644531
	Iteration 5F: 3 clusters Score -2776144 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2776853.000000 Penalty: 4935.644531
	Iteration 6F: 3 clusters Score -2776853 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2777624.500000 Penalty: 4935.644531
	Iteration 7F: 3 clusters Score -2777624 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2778412.500000 Penalty: 4935.644531
	Iteration 8F: 3 clusters Score -2778412 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2779222.000000 Penalty: 4935.644531
	Iteration 9F: 3 clusters Score -2779222 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2780000.000000 Penalty: 4935.644531
	Iteration 10Q: 3 clusters Score -2780000 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2780680.000000 Penalty: 4935.644531
	Iteration 11Q: 3 clusters Score -2780680 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2781141.000000 Penalty: 4935.644531
	Iteration 12Q: 3 clusters Score -2781141 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2781392.000000 Penalty: 4935.644531
	Iteration 13Q: 3 clusters Score -2781392 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2781527.750000 Penalty: 4935.644531
	Iteration 14Q: 3 clusters Score -2781528 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2781598.500000 Penalty: 4935.644531
	Iteration 15Q: 3 clusters Score -2781598 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2781634.500000 Penalty: 4935.644531
	Iteration 16Q: 3 clusters Score -2781634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -2781658.000000 Penalty: 4935.644531
	Iteration 17Q: 3 clusters Score -2781658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2781676.250000 Penalty: 4935.644531
	Iteration 18Q: 3 clusters Score -2781676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2781689.000000 Penalty: 4935.644531
	Iteration 19Q: 3 clusters Score -2781689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -2781698.250000 Penalty: 4935.644531
	Iteration 20F: 3 clusters Score -2781698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2781703.250000 Penalty: 4935.644531
	Iteration 21Q: 3 clusters Score -2781703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2781705.000000 Penalty: 4935.644531
	Iteration 22Q: 3 clusters Score -2781705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2781706.000000 Penalty: 4935.644531
	Iteration 23Q: 3 clusters Score -2781706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -2781710.250000 Penalty: 4935.644531
	Iteration 24Q: 3 clusters Score -2781710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2781715.500000 Penalty: 4935.644531
	Iteration 25Q: 3 clusters Score -2781716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2781720.500000 Penalty: 4935.644531
	Iteration 26Q: 3 clusters Score -2781720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -2781722.000000 Penalty: 4935.644531
	Iteration 27Q: 3 clusters Score -2781722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -2781722.000000 Penalty: 4935.644531
	Iteration 28F: 3 clusters Score -2781722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (176970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176970 members 
Entering Unmasked Estep 
Score: -24297172.000000 Penalty: 2996.766357
	Iteration 0F: 2 clusters Score -2.429717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88271 members 
Mstep: Class 2 contains 88699 members 
Entering Unmasked Estep 
Score: -24181706.000000 Penalty: 5993.532715
	Iteration 0F: 3 clusters Score -2.418171e+07 nChanged 84878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83423 members 
Mstep: Class 2 contains 93547 members 
Entering Unmasked Estep 
Score: -24231654.000000 Penalty: 5993.532715
	Iteration 1F: 3 clusters Score -2.423165e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80558 members 
Mstep: Class 2 contains 96412 members 
Entering Unmasked Estep 
Score: -24233170.000000 Penalty: 5993.532715
	Iteration 2Q: 3 clusters Score -2.423317e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76248 members 
Mstep: Class 2 contains 100722 members 
Entering Unmasked Estep 
Score: -24235532.000000 Penalty: 5993.532715
	Iteration 3Q: 3 clusters Score -2.423553e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69857 members 
Mstep: Class 2 contains 107113 members 
Entering Unmasked Estep 
Score: -24239422.000000 Penalty: 5993.532715
	Iteration 4Q: 3 clusters Score -2.423942e+07 nChanged 10248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 116071 members 
Entering Unmasked Estep 
Score: -24245540.000000 Penalty: 5993.532715
	Iteration 5F: 3 clusters Score -2.424554e+07 nChanged 12285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 127514 members 
Entering Unmasked Estep 
Score: -24254408.000000 Penalty: 5993.532715
	Iteration 6F: 3 clusters Score -2.425441e+07 nChanged 13524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 140570 members 
Entering Unmasked Estep 
Score: -24265858.000000 Penalty: 5993.532715
	Iteration 7F: 3 clusters Score -2.426586e+07 nChanged 12745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 153209 members 
Entering Unmasked Estep 
Score: -24276682.000000 Penalty: 5993.532715
	Iteration 8F: 3 clusters Score -2.427668e+07 nChanged 10340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 163539 members 
Entering Unmasked Estep 
Score: -24284910.000000 Penalty: 5993.532715
	Iteration 9F: 3 clusters Score -2.428491e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 170222 members 
Entering Unmasked Estep 
Score: -24289904.000000 Penalty: 5993.532715
	Iteration 10Q: 3 clusters Score -2.42899e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 173667 members 
Entering Unmasked Estep 
Score: -24292658.000000 Penalty: 5993.532715
	Iteration 11Q: 3 clusters Score -2.429266e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 175163 members 
Entering Unmasked Estep 
Score: -24293676.000000 Penalty: 5993.532715
	Iteration 12Q: 3 clusters Score -2.429368e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 175708 members 
Entering Unmasked Estep 
Score: -24294308.000000 Penalty: 5993.532715
	Iteration 13Q: 3 clusters Score -2.429431e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 175912 members 
Entering Unmasked Estep 
Score: -24294562.000000 Penalty: 5993.532715
	Iteration 14Q: 3 clusters Score -2.429456e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 176016 members 
Entering Unmasked Estep 
Score: -24294672.000000 Penalty: 5993.532715
	Iteration 15Q: 3 clusters Score -2.429467e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 176069 members 
Entering Unmasked Estep 
Score: -24294698.000000 Penalty: 5993.532715
	Iteration 16Q: 3 clusters Score -2.42947e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 176095 members 
Entering Unmasked Estep 
Score: -24294764.000000 Penalty: 5993.532715
	Iteration 17Q: 3 clusters Score -2.429476e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 176113 members 
Entering Unmasked Estep 
Score: -24294800.000000 Penalty: 5993.532715
	Iteration 18Q: 3 clusters Score -2.42948e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 176125 members 
Entering Unmasked Estep 
Score: -24294822.000000 Penalty: 5993.532715
	Iteration 19Q: 3 clusters Score -2.429482e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 176122 members 
Entering Unmasked Estep 
Score: -24294810.000000 Penalty: 5993.532715
	Iteration 20F: 3 clusters Score -2.429481e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 176123 members 
Entering Unmasked Estep 
Score: -24294828.000000 Penalty: 5993.532715
	Iteration 21Q: 3 clusters Score -2.429483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 176129 members 
Entering Unmasked Estep 
Score: -24294854.000000 Penalty: 5993.532715
	Iteration 22Q: 3 clusters Score -2.429485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 176134 members 
Entering Unmasked Estep 
Score: -24294852.000000 Penalty: 5993.532715
	Iteration 23Q: 3 clusters Score -2.429485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 176138 members 
Entering Unmasked Estep 
Score: -24294866.000000 Penalty: 5993.532715
	Iteration 24Q: 3 clusters Score -2.429487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 176141 members 
Entering Unmasked Estep 
Score: -24294868.000000 Penalty: 5993.532715
	Iteration 25Q: 3 clusters Score -2.429487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 176143 members 
Entering Unmasked Estep 
Score: -24294888.000000 Penalty: 5993.532715
	Iteration 26Q: 3 clusters Score -2.429489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 176145 members 
Entering Unmasked Estep 
Score: -24294888.000000 Penalty: 5993.532715
	Iteration 27Q: 3 clusters Score -2.429489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 176144 members 
Entering Unmasked Estep 
Score: -24294880.000000 Penalty: 5993.532715
	Iteration 28Q: 3 clusters Score -2.429488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 176142 members 
Entering Unmasked Estep 
Score: -24294882.000000 Penalty: 5993.532715
	Iteration 29Q: 3 clusters Score -2.429488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 176141 members 
Entering Unmasked Estep 
Score: -24294880.000000 Penalty: 5993.532715
	Iteration 30Q: 3 clusters Score -2.429488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 176141 members 
Entering Unmasked Estep 
Score: -24294880.000000 Penalty: 5993.532715
	Iteration 31F: 3 clusters Score -2.429488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67547 members 
Entering Unmasked Estep 
Score: -9327653.000000 Penalty: 2757.903564
	Iteration 0F: 2 clusters Score -9327653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -9282107.000000 Penalty: 5515.807129
	Iteration 0F: 3 clusters Score -9282107 nChanged 31367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -9299564.000000 Penalty: 5515.807129
	Iteration 1F: 3 clusters Score -9299564 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -9300181.000000 Penalty: 5515.807129
	Iteration 2Q: 3 clusters Score -9300181 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -9300810.000000 Penalty: 5515.807129
	Iteration 3Q: 3 clusters Score -9300810 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -9301507.000000 Penalty: 5515.807129
	Iteration 4Q: 3 clusters Score -9301507 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -9302413.000000 Penalty: 5515.807129
	Iteration 5Q: 3 clusters Score -9302413 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -9303660.000000 Penalty: 5515.807129
	Iteration 6Q: 3 clusters Score -9303660 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -9305427.000000 Penalty: 5515.807129
	Iteration 7Q: 3 clusters Score -9305427 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -9307669.000000 Penalty: 5515.807129
	Iteration 8Q: 3 clusters Score -9307669 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -9310099.000000 Penalty: 5515.807129
	Iteration 9F: 3 clusters Score -9310099 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -9312791.000000 Penalty: 5515.807129
	Iteration 10F: 3 clusters Score -9312791 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -9315153.000000 Penalty: 5515.807129
	Iteration 11F: 3 clusters Score -9315153 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -9316922.000000 Penalty: 5515.807129
	Iteration 12Q: 3 clusters Score -9316922 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -9318132.000000 Penalty: 5515.807129
	Iteration 13Q: 3 clusters Score -9318132 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -9318888.000000 Penalty: 5515.807129
	Iteration 14Q: 3 clusters Score -9318888 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 54002 members 
Entering Unmasked Estep 
Score: -9319454.000000 Penalty: 5515.807129
	Iteration 15Q: 3 clusters Score -9319454 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -9319926.000000 Penalty: 5515.807129
	Iteration 16Q: 3 clusters Score -9319926 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -9320370.000000 Penalty: 5515.807129
	Iteration 17Q: 3 clusters Score -9320370 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 57157 members 
Entering Unmasked Estep 
Score: -9320817.000000 Penalty: 5515.807129
	Iteration 18Q: 3 clusters Score -9320817 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 58184 members 
Entering Unmasked Estep 
Score: -9321240.000000 Penalty: 5515.807129
	Iteration 19Q: 3 clusters Score -9321240 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 59197 members 
Entering Unmasked Estep 
Score: -9321666.000000 Penalty: 5515.807129
	Iteration 20F: 3 clusters Score -9321666 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 60179 members 
Entering Unmasked Estep 
Score: -9322117.000000 Penalty: 5515.807129
	Iteration 21Q: 3 clusters Score -9322117 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 61087 members 
Entering Unmasked Estep 
Score: -9322530.000000 Penalty: 5515.807129
	Iteration 22Q: 3 clusters Score -9322530 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 61932 members 
Entering Unmasked Estep 
Score: -9322920.000000 Penalty: 5515.807129
	Iteration 23Q: 3 clusters Score -9322920 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 62711 members 
Entering Unmasked Estep 
Score: -9323319.000000 Penalty: 5515.807129
	Iteration 24Q: 3 clusters Score -9323319 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 63384 members 
Entering Unmasked Estep 
Score: -9323651.000000 Penalty: 5515.807129
	Iteration 25Q: 3 clusters Score -9323651 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 63985 members 
Entering Unmasked Estep 
Score: -9323943.000000 Penalty: 5515.807129
	Iteration 26Q: 3 clusters Score -9323943 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 64503 members 
Entering Unmasked Estep 
Score: -9324167.000000 Penalty: 5515.807129
	Iteration 27Q: 3 clusters Score -9324167 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 64921 members 
Entering Unmasked Estep 
Score: -9324342.000000 Penalty: 5515.807129
	Iteration 28Q: 3 clusters Score -9324342 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 65258 members 
Entering Unmasked Estep 
Score: -9324519.000000 Penalty: 5515.807129
	Iteration 29Q: 3 clusters Score -9324519 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -9324661.000000 Penalty: 5515.807129
	Iteration 30Q: 3 clusters Score -9324661 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 65708 members 
Entering Unmasked Estep 
Score: -9324742.000000 Penalty: 5515.807129
	Iteration 31Q: 3 clusters Score -9324742 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -9324802.000000 Penalty: 5515.807129
	Iteration 32Q: 3 clusters Score -9324802 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 65966 members 
Entering Unmasked Estep 
Score: -9324835.000000 Penalty: 5515.807129
	Iteration 33Q: 3 clusters Score -9324835 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -9324869.000000 Penalty: 5515.807129
	Iteration 34Q: 3 clusters Score -9324869 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 66123 members 
Entering Unmasked Estep 
Score: -9324907.000000 Penalty: 5515.807129
	Iteration 35Q: 3 clusters Score -9324907 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 66172 members 
Entering Unmasked Estep 
Score: -9324928.000000 Penalty: 5515.807129
	Iteration 36Q: 3 clusters Score -9324928 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 66225 members 
Entering Unmasked Estep 
Score: -9324975.000000 Penalty: 5515.807129
	Iteration 37Q: 3 clusters Score -9324975 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 66282 members 
Entering Unmasked Estep 
Score: -9325010.000000 Penalty: 5515.807129
	Iteration 38Q: 3 clusters Score -9325010 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -9325055.000000 Penalty: 5515.807129
	Iteration 39Q: 3 clusters Score -9325055 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 66396 members 
Entering Unmasked Estep 
Score: -9325084.000000 Penalty: 5515.807129
	Iteration 40F: 3 clusters Score -9325084 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 66431 members 
Entering Unmasked Estep 
Score: -9325106.000000 Penalty: 5515.807129
	Iteration 41Q: 3 clusters Score -9325106 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 66475 members 
Entering Unmasked Estep 
Score: -9325125.000000 Penalty: 5515.807129
	Iteration 42Q: 3 clusters Score -9325125 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 66501 members 
Entering Unmasked Estep 
Score: -9325125.000000 Penalty: 5515.807129
	Iteration 43Q: 3 clusters Score -9325125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 66533 members 
Entering Unmasked Estep 
Score: -9325155.000000 Penalty: 5515.807129
	Iteration 44Q: 3 clusters Score -9325155 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -9325163.000000 Penalty: 5515.807129
	Iteration 45Q: 3 clusters Score -9325163 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 66585 members 
Entering Unmasked Estep 
Score: -9325180.000000 Penalty: 5515.807129
	Iteration 46Q: 3 clusters Score -9325180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 66605 members 
Entering Unmasked Estep 
Score: -9325198.000000 Penalty: 5515.807129
	Iteration 47Q: 3 clusters Score -9325198 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 66627 members 
Entering Unmasked Estep 
Score: -9325213.000000 Penalty: 5515.807129
	Iteration 48Q: 3 clusters Score -9325213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -9325232.000000 Penalty: 5515.807129
	Iteration 49Q: 3 clusters Score -9325232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 66677 members 
Entering Unmasked Estep 
Score: -9325253.000000 Penalty: 5515.807129
	Iteration 50Q: 3 clusters Score -9325253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
Score: -9325275.000000 Penalty: 5515.807129
	Iteration 51Q: 3 clusters Score -9325275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 66712 members 
Entering Unmasked Estep 
Score: -9325276.000000 Penalty: 5515.807129
	Iteration 52Q: 3 clusters Score -9325276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -9325281.000000 Penalty: 5515.807129
	Iteration 53Q: 3 clusters Score -9325281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 66737 members 
Entering Unmasked Estep 
Score: -9325290.000000 Penalty: 5515.807129
	Iteration 54Q: 3 clusters Score -9325290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 66750 members 
Entering Unmasked Estep 
Score: -9325298.000000 Penalty: 5515.807129
	Iteration 55Q: 3 clusters Score -9325298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 66760 members 
Entering Unmasked Estep 
Score: -9325302.000000 Penalty: 5515.807129
	Iteration 56Q: 3 clusters Score -9325302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 66773 members 
Entering Unmasked Estep 
Score: -9325309.000000 Penalty: 5515.807129
	Iteration 57Q: 3 clusters Score -9325309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 66785 members 
Entering Unmasked Estep 
Score: -9325306.000000 Penalty: 5515.807129
	Iteration 58Q: 3 clusters Score -9325306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 66790 members 
Entering Unmasked Estep 
Score: -9325310.000000 Penalty: 5515.807129
	Iteration 59Q: 3 clusters Score -9325310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 66797 members 
Entering Unmasked Estep 
Score: -9325313.000000 Penalty: 5515.807129
	Iteration 60F: 3 clusters Score -9325313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 66803 members 
Entering Unmasked Estep 
Score: -9325322.000000 Penalty: 5515.807129
	Iteration 61Q: 3 clusters Score -9325322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 66804 members 
Entering Unmasked Estep 
Score: -9325323.000000 Penalty: 5515.807129
	Iteration 62Q: 3 clusters Score -9325323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -9325319.000000 Penalty: 5515.807129
	Iteration 63Q: 3 clusters Score -9325319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 66808 members 
Entering Unmasked Estep 
Score: -9325323.000000 Penalty: 5515.807129
	Iteration 64Q: 3 clusters Score -9325323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 66811 members 
Entering Unmasked Estep 
Score: -9325319.000000 Penalty: 5515.807129
	Iteration 65Q: 3 clusters Score -9325319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 66814 members 
Entering Unmasked Estep 
Score: -9325326.000000 Penalty: 5515.807129
	Iteration 66Q: 3 clusters Score -9325326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 66816 members 
Entering Unmasked Estep 
Score: -9325321.000000 Penalty: 5515.807129
	Iteration 67Q: 3 clusters Score -9325321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 66819 members 
Entering Unmasked Estep 
Score: -9325329.000000 Penalty: 5515.807129
	Iteration 68Q: 3 clusters Score -9325329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 66823 members 
Entering Unmasked Estep 
Score: -9325334.000000 Penalty: 5515.807129
	Iteration 69Q: 3 clusters Score -9325334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -9325331.000000 Penalty: 5515.807129
	Iteration 70Q: 3 clusters Score -9325331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -9325331.000000 Penalty: 5515.807129
	Iteration 71F: 3 clusters Score -9325331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Entering Unmasked Estep 
Score: -1881587.250000 Penalty: 2359.049072
	Iteration 0F: 2 clusters Score -1881587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1871647.625000 Penalty: 4718.098145
	Iteration 0F: 3 clusters Score -1871648 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1874619.375000 Penalty: 4718.098145
	Iteration 1F: 3 clusters Score -1874619 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1874911.000000 Penalty: 4718.098145
	Iteration 2F: 3 clusters Score -1874911 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1875107.125000 Penalty: 4718.098145
	Iteration 3Q: 3 clusters Score -1875107 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1875255.500000 Penalty: 4718.098145
	Iteration 4Q: 3 clusters Score -1875256 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1875390.125000 Penalty: 4718.098145
	Iteration 5Q: 3 clusters Score -1875390 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1875503.125000 Penalty: 4718.098145
	Iteration 6Q: 3 clusters Score -1875503 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1875603.375000 Penalty: 4718.098145
	Iteration 7Q: 3 clusters Score -1875603 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1875692.375000 Penalty: 4718.098145
	Iteration 8Q: 3 clusters Score -1875692 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1875766.000000 Penalty: 4718.098145
	Iteration 9Q: 3 clusters Score -1875766 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1875859.625000 Penalty: 4718.098145
	Iteration 10Q: 3 clusters Score -1875860 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1875951.750000 Penalty: 4718.098145
	Iteration 11Q: 3 clusters Score -1875952 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1876049.375000 Penalty: 4718.098145
	Iteration 12Q: 3 clusters Score -1876049 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1876166.625000 Penalty: 4718.098145
	Iteration 13Q: 3 clusters Score -1876167 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1876333.625000 Penalty: 4718.098145
	Iteration 14Q: 3 clusters Score -1876334 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1876527.250000 Penalty: 4718.098145
	Iteration 15Q: 3 clusters Score -1876527 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1876770.750000 Penalty: 4718.098145
	Iteration 16Q: 3 clusters Score -1876771 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1877115.375000 Penalty: 4718.098145
	Iteration 17Q: 3 clusters Score -1877115 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1877495.625000 Penalty: 4718.098145
	Iteration 18Q: 3 clusters Score -1877496 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1877890.125000 Penalty: 4718.098145
	Iteration 19Q: 3 clusters Score -1877890 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1878295.375000 Penalty: 4718.098145
	Iteration 20F: 3 clusters Score -1878295 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1878648.125000 Penalty: 4718.098145
	Iteration 21Q: 3 clusters Score -1878648 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1878902.375000 Penalty: 4718.098145
	Iteration 22Q: 3 clusters Score -1878902 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1879046.250000 Penalty: 4718.098145
	Iteration 23Q: 3 clusters Score -1879046 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1879133.625000 Penalty: 4718.098145
	Iteration 24Q: 3 clusters Score -1879134 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1879203.125000 Penalty: 4718.098145
	Iteration 25Q: 3 clusters Score -1879203 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1879252.000000 Penalty: 4718.098145
	Iteration 26Q: 3 clusters Score -1879252 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1879281.250000 Penalty: 4718.098145
	Iteration 27Q: 3 clusters Score -1879281 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1879310.750000 Penalty: 4718.098145
	Iteration 28Q: 3 clusters Score -1879311 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1879331.125000 Penalty: 4718.098145
	Iteration 29Q: 3 clusters Score -1879331 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1879353.000000 Penalty: 4718.098145
	Iteration 30Q: 3 clusters Score -1879353 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1879373.750000 Penalty: 4718.098145
	Iteration 31Q: 3 clusters Score -1879374 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1879387.750000 Penalty: 4718.098145
	Iteration 32Q: 3 clusters Score -1879388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1879397.875000 Penalty: 4718.098145
	Iteration 33Q: 3 clusters Score -1879398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1879407.375000 Penalty: 4718.098145
	Iteration 34Q: 3 clusters Score -1879407 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1879420.500000 Penalty: 4718.098145
	Iteration 35Q: 3 clusters Score -1879420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1879434.750000 Penalty: 4718.098145
	Iteration 36Q: 3 clusters Score -1879435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1879440.000000 Penalty: 4718.098145
	Iteration 37Q: 3 clusters Score -1879440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1879448.375000 Penalty: 4718.098145
	Iteration 38Q: 3 clusters Score -1879448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1879449.375000 Penalty: 4718.098145
	Iteration 39Q: 3 clusters Score -1879449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1879453.750000 Penalty: 4718.098145
	Iteration 40F: 3 clusters Score -1879454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1879462.500000 Penalty: 4718.098145
	Iteration 41Q: 3 clusters Score -1879462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1879474.875000 Penalty: 4718.098145
	Iteration 42Q: 3 clusters Score -1879475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1879482.750000 Penalty: 4718.098145
	Iteration 43Q: 3 clusters Score -1879483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1879492.625000 Penalty: 4718.098145
	Iteration 44Q: 3 clusters Score -1879493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1879503.250000 Penalty: 4718.098145
	Iteration 45Q: 3 clusters Score -1879503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1879511.000000 Penalty: 4718.098145
	Iteration 46Q: 3 clusters Score -1879511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1879518.625000 Penalty: 4718.098145
	Iteration 47Q: 3 clusters Score -1879519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1879519.375000 Penalty: 4718.098145
	Iteration 48Q: 3 clusters Score -1879519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1879526.375000 Penalty: 4718.098145
	Iteration 49Q: 3 clusters Score -1879526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1879526.375000 Penalty: 4718.098145
	Iteration 50Q: 3 clusters Score -1879526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1879534.500000 Penalty: 4718.098145
	Iteration 51Q: 3 clusters Score -1879534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1879543.125000 Penalty: 4718.098145
	Iteration 52Q: 3 clusters Score -1879543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1879548.250000 Penalty: 4718.098145
	Iteration 53Q: 3 clusters Score -1879548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1879546.750000 Penalty: 4718.098145
	Iteration 54Q: 3 clusters Score -1879547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1879546.125000 Penalty: 4718.098145
	Iteration 55Q: 3 clusters Score -1879546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1879547.375000 Penalty: 4718.098145
	Iteration 56Q: 3 clusters Score -1879547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1879548.750000 Penalty: 4718.098145
	Iteration 57Q: 3 clusters Score -1879549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1879552.625000 Penalty: 4718.098145
	Iteration 58Q: 3 clusters Score -1879553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1879553.125000 Penalty: 4718.098145
	Iteration 59Q: 3 clusters Score -1879553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1879553.250000 Penalty: 4718.098145
	Iteration 60F: 3 clusters Score -1879553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1879554.125000 Penalty: 4718.098145
	Iteration 61Q: 3 clusters Score -1879554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1879553.125000 Penalty: 4718.098145
	Iteration 62Q: 3 clusters Score -1879553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1879556.000000 Penalty: 4718.098145
	Iteration 63Q: 3 clusters Score -1879556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1879558.750000 Penalty: 4718.098145
	Iteration 64Q: 3 clusters Score -1879559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1879562.750000 Penalty: 4718.098145
	Iteration 65Q: 3 clusters Score -1879563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1879563.500000 Penalty: 4718.098145
	Iteration 66Q: 3 clusters Score -1879564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1879563.875000 Penalty: 4718.098145
	Iteration 67Q: 3 clusters Score -1879564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1879563.500000 Penalty: 4718.098145
	Iteration 68Q: 3 clusters Score -1879564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1879568.500000 Penalty: 4718.098145
	Iteration 69Q: 3 clusters Score -1879568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1879572.875000 Penalty: 4718.098145
	Iteration 70Q: 3 clusters Score -1879573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1879573.750000 Penalty: 4718.098145
	Iteration 71Q: 3 clusters Score -1879574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1879579.250000 Penalty: 4718.098145
	Iteration 72Q: 3 clusters Score -1879579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1879583.875000 Penalty: 4718.098145
	Iteration 73Q: 3 clusters Score -1879584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1879587.500000 Penalty: 4718.098145
	Iteration 74Q: 3 clusters Score -1879588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1879585.250000 Penalty: 4718.098145
	Iteration 75Q: 3 clusters Score -1879585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1879584.125000 Penalty: 4718.098145
	Iteration 76Q: 3 clusters Score -1879584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1879588.500000 Penalty: 4718.098145
	Iteration 77Q: 3 clusters Score -1879588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1879591.000000 Penalty: 4718.098145
	Iteration 78Q: 3 clusters Score -1879591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1879593.500000 Penalty: 4718.098145
	Iteration 79Q: 3 clusters Score -1879594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1879592.500000 Penalty: 4718.098145
	Iteration 80F: 3 clusters Score -1879592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1879591.375000 Penalty: 4718.098145
	Iteration 81Q: 3 clusters Score -1879591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1879591.250000 Penalty: 4718.098145
	Iteration 82Q: 3 clusters Score -1879591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1879594.625000 Penalty: 4718.098145
	Iteration 83Q: 3 clusters Score -1879595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1879594.625000 Penalty: 4718.098145
	Iteration 84F: 3 clusters Score -1879595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -63550.210938 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -63550.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -62034.476562 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -62034.48 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62286.230469 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -62286.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62512.636719 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -62512.64 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62745.457031 Penalty: 3124.278809
	Iteration 3F: 3 clusters Score -62745.46 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63046.113281 Penalty: 3124.278809
	Iteration 4F: 3 clusters Score -63046.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -63485.625000 Penalty: 3124.278809
	Iteration 5F: 3 clusters Score -63485.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63753.566406 Penalty: 3124.278809
	Iteration 6F: 3 clusters Score -63753.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63949.871094 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -63949.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64186.476562 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -64186.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64186.476562 Penalty: 3124.278809
	Iteration 9F: 3 clusters Score -64186.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210966 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155288 members 
Mstep: Class 5 contains 14809 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 273 members 
Mstep: Class 8 contains 53697 members 
Mstep: Class 9 contains 109493 members 
Mstep: Class 10 contains 20971 members 
Mstep: Class 11 contains 176970 members 
Mstep: Class 14 contains 67547 members 
Mstep: Class 19 contains 13525 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 31554 members 
Entering Unmasked Estep 
Score: -116079712.000000 Penalty: 50824.945312
Splitting cluster 20 changes total score from -116080904.000000 to -116079712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (31554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Entering Unmasked Estep 
Score: -4288040.500000 Penalty: 2569.145020
	Iteration 0F: 2 clusters Score -4288040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -4266579.500000 Penalty: 5138.290039
	Iteration 0F: 3 clusters Score -4266580 nChanged 14141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -4274068.000000 Penalty: 5138.290039
	Iteration 1F: 3 clusters Score -4274068 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -4274470.000000 Penalty: 5138.290039
	Iteration 2Q: 3 clusters Score -4274470 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -4274752.000000 Penalty: 5138.290039
	Iteration 3Q: 3 clusters Score -4274752 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -4275028.000000 Penalty: 5138.290039
	Iteration 4Q: 3 clusters Score -4275028 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -4275301.500000 Penalty: 5138.290039
	Iteration 5Q: 3 clusters Score -4275302 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -4275622.000000 Penalty: 5138.290039
	Iteration 6Q: 3 clusters Score -4275622 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -4276100.000000 Penalty: 5138.290039
	Iteration 7Q: 3 clusters Score -4276100 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -4276839.500000 Penalty: 5138.290039
	Iteration 8Q: 3 clusters Score -4276840 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -4278075.000000 Penalty: 5138.290039
	Iteration 9F: 3 clusters Score -4278075 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -4279804.500000 Penalty: 5138.290039
	Iteration 10F: 3 clusters Score -4279804 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -4282062.500000 Penalty: 5138.290039
	Iteration 11F: 3 clusters Score -4282062 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4283987.000000 Penalty: 5138.290039
	Iteration 12F: 3 clusters Score -4283987 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4285059.500000 Penalty: 5138.290039
	Iteration 13Q: 3 clusters Score -4285060 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4285504.000000 Penalty: 5138.290039
	Iteration 14Q: 3 clusters Score -4285504 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4285672.000000 Penalty: 5138.290039
	Iteration 15Q: 3 clusters Score -4285672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4285739.000000 Penalty: 5138.290039
	Iteration 16Q: 3 clusters Score -4285739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4285767.000000 Penalty: 5138.290039
	Iteration 17Q: 3 clusters Score -4285767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4285781.000000 Penalty: 5138.290039
	Iteration 18Q: 3 clusters Score -4285781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4285788.500000 Penalty: 5138.290039
	Iteration 19Q: 3 clusters Score -4285788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4285805.000000 Penalty: 5138.290039
	Iteration 20F: 3 clusters Score -4285805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4285814.000000 Penalty: 5138.290039
	Iteration 21Q: 3 clusters Score -4285814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4285828.000000 Penalty: 5138.290039
	Iteration 22Q: 3 clusters Score -4285828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4285832.500000 Penalty: 5138.290039
	Iteration 23Q: 3 clusters Score -4285832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4285837.500000 Penalty: 5138.290039
	Iteration 24Q: 3 clusters Score -4285838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4285842.000000 Penalty: 5138.290039
	Iteration 25Q: 3 clusters Score -4285842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4285842.000000 Penalty: 5138.290039
	Iteration 26F: 3 clusters Score -4285842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210966 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155288 members 
Mstep: Class 5 contains 14809 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53697 members 
Mstep: Class 9 contains 109493 members 
Mstep: Class 10 contains 20971 members 
Mstep: Class 11 contains 176970 members 
Mstep: Class 14 contains 67547 members 
Mstep: Class 19 contains 13525 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080936.000000 Penalty: 47436.613281
Iteration 279Q: 15 clusters Score -1.160809e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210965 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155298 members 
Mstep: Class 5 contains 14810 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53699 members 
Mstep: Class 9 contains 109465 members 
Mstep: Class 10 contains 20971 members 
Mstep: Class 11 contains 176979 members 
Mstep: Class 14 contains 67553 members 
Mstep: Class 19 contains 13525 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080936.000000 Penalty: 47436.613281
Iteration 280F: 15 clusters Score -1.160809e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210968 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155308 members 
Mstep: Class 5 contains 14810 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53700 members 
Mstep: Class 9 contains 109443 members 
Mstep: Class 10 contains 20969 members 
Mstep: Class 11 contains 176987 members 
Mstep: Class 14 contains 67553 members 
Mstep: Class 19 contains 13525 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080928.000000 Penalty: 47436.613281
Iteration 281Q: 15 clusters Score -1.160809e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210975 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155317 members 
Mstep: Class 5 contains 14810 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53702 members 
Mstep: Class 9 contains 109419 members 
Mstep: Class 10 contains 20965 members 
Mstep: Class 11 contains 176996 members 
Mstep: Class 14 contains 67552 members 
Mstep: Class 19 contains 13524 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080912.000000 Penalty: 47436.613281
Iteration 282Q: 15 clusters Score -1.160809e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210981 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155315 members 
Mstep: Class 5 contains 14810 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53702 members 
Mstep: Class 9 contains 109410 members 
Mstep: Class 10 contains 20962 members 
Mstep: Class 11 contains 176999 members 
Mstep: Class 14 contains 67556 members 
Mstep: Class 19 contains 13524 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080904.000000 Penalty: 47436.613281
Iteration 283Q: 15 clusters Score -1.160809e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210986 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155315 members 
Mstep: Class 5 contains 14810 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53703 members 
Mstep: Class 9 contains 109396 members 
Mstep: Class 10 contains 20961 members 
Mstep: Class 11 contains 177003 members 
Mstep: Class 14 contains 67562 members 
Mstep: Class 19 contains 13525 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080864.000000 Penalty: 47436.613281
Iteration 284Q: 15 clusters Score -1.160809e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210986 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155315 members 
Mstep: Class 5 contains 14810 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53703 members 
Mstep: Class 9 contains 109392 members 
Mstep: Class 10 contains 20958 members 
Mstep: Class 11 contains 177008 members 
Mstep: Class 14 contains 67564 members 
Mstep: Class 19 contains 13526 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080856.000000 Penalty: 47436.613281
Iteration 285Q: 15 clusters Score -1.160809e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210988 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155324 members 
Mstep: Class 5 contains 14810 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53702 members 
Mstep: Class 9 contains 109381 members 
Mstep: Class 10 contains 20957 members 
Mstep: Class 11 contains 177006 members 
Mstep: Class 14 contains 67570 members 
Mstep: Class 19 contains 13527 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080880.000000 Penalty: 47436.613281
Iteration 286Q: 15 clusters Score -1.160809e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210985 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155331 members 
Mstep: Class 5 contains 14809 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53703 members 
Mstep: Class 9 contains 109374 members 
Mstep: Class 10 contains 20955 members 
Mstep: Class 11 contains 177008 members 
Mstep: Class 14 contains 67571 members 
Mstep: Class 19 contains 13528 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080896.000000 Penalty: 47436.613281
Iteration 287Q: 15 clusters Score -1.160809e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210981 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155333 members 
Mstep: Class 5 contains 14808 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53708 members 
Mstep: Class 9 contains 109366 members 
Mstep: Class 10 contains 20952 members 
Mstep: Class 11 contains 177012 members 
Mstep: Class 14 contains 67571 members 
Mstep: Class 19 contains 13530 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080984.000000 Penalty: 47436.613281
Iteration 288Q: 15 clusters Score -1.16081e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210980 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155342 members 
Mstep: Class 5 contains 14807 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53713 members 
Mstep: Class 9 contains 109361 members 
Mstep: Class 10 contains 20950 members 
Mstep: Class 11 contains 177004 members 
Mstep: Class 14 contains 67572 members 
Mstep: Class 19 contains 13529 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080944.000000 Penalty: 47436.613281
Iteration 289Q: 15 clusters Score -1.160809e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210978 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155349 members 
Mstep: Class 5 contains 14807 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53717 members 
Mstep: Class 9 contains 109356 members 
Mstep: Class 10 contains 20948 members 
Mstep: Class 11 contains 177002 members 
Mstep: Class 14 contains 67572 members 
Mstep: Class 19 contains 13527 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080936.000000 Penalty: 47436.613281
Iteration 290Q: 15 clusters Score -1.160809e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210971 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155357 members 
Mstep: Class 5 contains 14807 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53724 members 
Mstep: Class 9 contains 109351 members 
Mstep: Class 10 contains 20947 members 
Mstep: Class 11 contains 176998 members 
Mstep: Class 14 contains 67573 members 
Mstep: Class 19 contains 13527 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080944.000000 Penalty: 47436.613281
Iteration 291Q: 15 clusters Score -1.160809e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210968 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155357 members 
Mstep: Class 5 contains 14808 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53722 members 
Mstep: Class 9 contains 109345 members 
Mstep: Class 10 contains 20946 members 
Mstep: Class 11 contains 177007 members 
Mstep: Class 14 contains 67574 members 
Mstep: Class 19 contains 13527 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080968.000000 Penalty: 47436.613281
Iteration 292Q: 15 clusters Score -1.16081e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210967 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155359 members 
Mstep: Class 5 contains 14809 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53723 members 
Mstep: Class 9 contains 109339 members 
Mstep: Class 10 contains 20946 members 
Mstep: Class 11 contains 177007 members 
Mstep: Class 14 contains 67577 members 
Mstep: Class 19 contains 13527 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080968.000000 Penalty: 47436.613281
Iteration 293Q: 15 clusters Score -1.16081e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210968 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155365 members 
Mstep: Class 5 contains 14809 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53722 members 
Mstep: Class 9 contains 109333 members 
Mstep: Class 10 contains 20946 members 
Mstep: Class 11 contains 177007 members 
Mstep: Class 14 contains 67577 members 
Mstep: Class 19 contains 13527 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080904.000000 Penalty: 47436.613281
Iteration 294Q: 15 clusters Score -1.160809e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210966 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155371 members 
Mstep: Class 5 contains 14810 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53720 members 
Mstep: Class 9 contains 109327 members 
Mstep: Class 10 contains 20946 members 
Mstep: Class 11 contains 177009 members 
Mstep: Class 14 contains 67578 members 
Mstep: Class 19 contains 13527 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080944.000000 Penalty: 47436.613281
Iteration 295Q: 15 clusters Score -1.160809e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210959 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155381 members 
Mstep: Class 5 contains 14810 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53722 members 
Mstep: Class 9 contains 109319 members 
Mstep: Class 10 contains 20946 members 
Mstep: Class 11 contains 177012 members 
Mstep: Class 14 contains 67578 members 
Mstep: Class 19 contains 13527 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080928.000000 Penalty: 47436.613281
Iteration 296Q: 15 clusters Score -1.160809e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210954 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155387 members 
Mstep: Class 5 contains 14810 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53722 members 
Mstep: Class 9 contains 109316 members 
Mstep: Class 10 contains 20946 members 
Mstep: Class 11 contains 177014 members 
Mstep: Class 14 contains 67578 members 
Mstep: Class 19 contains 13527 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080928.000000 Penalty: 47436.613281
Iteration 297Q: 15 clusters Score -1.160809e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210955 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155391 members 
Mstep: Class 5 contains 14810 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53722 members 
Mstep: Class 9 contains 109310 members 
Mstep: Class 10 contains 20946 members 
Mstep: Class 11 contains 177016 members 
Mstep: Class 14 contains 67577 members 
Mstep: Class 19 contains 13527 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080848.000000 Penalty: 47436.613281
Iteration 298Q: 15 clusters Score -1.160808e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210952 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155396 members 
Mstep: Class 5 contains 14811 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53721 members 
Mstep: Class 9 contains 109305 members 
Mstep: Class 10 contains 20946 members 
Mstep: Class 11 contains 177019 members 
Mstep: Class 14 contains 67577 members 
Mstep: Class 19 contains 13527 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080880.000000 Penalty: 47436.613281
Iteration 299Q: 15 clusters Score -1.160809e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210953 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155397 members 
Mstep: Class 5 contains 14811 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53721 members 
Mstep: Class 9 contains 109301 members 
Mstep: Class 10 contains 20946 members 
Mstep: Class 11 contains 177021 members 
Mstep: Class 14 contains 67577 members 
Mstep: Class 19 contains 13527 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080880.000000 Penalty: 47436.613281
Iteration 300F: 15 clusters Score -1.160809e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210950 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155402 members 
Mstep: Class 5 contains 14811 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53720 members 
Mstep: Class 9 contains 109299 members 
Mstep: Class 10 contains 20946 members 
Mstep: Class 11 contains 177022 members 
Mstep: Class 14 contains 67577 members 
Mstep: Class 19 contains 13526 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080936.000000 Penalty: 47436.613281
Iteration 301Q: 15 clusters Score -1.160809e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210951 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155405 members 
Mstep: Class 5 contains 14812 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53720 members 
Mstep: Class 9 contains 109291 members 
Mstep: Class 10 contains 20946 members 
Mstep: Class 11 contains 177024 members 
Mstep: Class 14 contains 67578 members 
Mstep: Class 19 contains 13526 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080912.000000 Penalty: 47436.613281
Iteration 302Q: 15 clusters Score -1.160809e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210952 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155407 members 
Mstep: Class 5 contains 14812 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53720 members 
Mstep: Class 9 contains 109287 members 
Mstep: Class 10 contains 20946 members 
Mstep: Class 11 contains 177026 members 
Mstep: Class 14 contains 67578 members 
Mstep: Class 19 contains 13526 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080872.000000 Penalty: 47436.613281
Iteration 303Q: 15 clusters Score -1.160809e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210951 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155411 members 
Mstep: Class 5 contains 14812 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53721 members 
Mstep: Class 9 contains 109281 members 
Mstep: Class 10 contains 20946 members 
Mstep: Class 11 contains 177029 members 
Mstep: Class 14 contains 67578 members 
Mstep: Class 19 contains 13526 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080896.000000 Penalty: 47436.613281
Iteration 304Q: 15 clusters Score -1.160809e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210954 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155417 members 
Mstep: Class 5 contains 14812 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53720 members 
Mstep: Class 9 contains 109271 members 
Mstep: Class 10 contains 20946 members 
Mstep: Class 11 contains 177031 members 
Mstep: Class 14 contains 67579 members 
Mstep: Class 19 contains 13526 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080904.000000 Penalty: 47436.613281
Iteration 305Q: 15 clusters Score -1.160809e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210958 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155419 members 
Mstep: Class 5 contains 14812 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53720 members 
Mstep: Class 9 contains 109263 members 
Mstep: Class 10 contains 20946 members 
Mstep: Class 11 contains 177033 members 
Mstep: Class 14 contains 67579 members 
Mstep: Class 19 contains 13526 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080872.000000 Penalty: 47436.613281
Iteration 306Q: 15 clusters Score -1.160809e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210960 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155422 members 
Mstep: Class 5 contains 14812 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53720 members 
Mstep: Class 9 contains 109255 members 
Mstep: Class 10 contains 20945 members 
Mstep: Class 11 contains 177034 members 
Mstep: Class 14 contains 67582 members 
Mstep: Class 19 contains 13525 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080832.000000 Penalty: 47436.613281
Iteration 307Q: 15 clusters Score -1.160808e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210959 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155426 members 
Mstep: Class 5 contains 14813 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53720 members 
Mstep: Class 9 contains 109243 members 
Mstep: Class 10 contains 20944 members 
Mstep: Class 11 contains 177041 members 
Mstep: Class 14 contains 67584 members 
Mstep: Class 19 contains 13524 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080816.000000 Penalty: 47436.613281
Iteration 308Q: 15 clusters Score -1.160808e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210961 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155423 members 
Mstep: Class 5 contains 14813 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53720 members 
Mstep: Class 9 contains 109226 members 
Mstep: Class 10 contains 20941 members 
Mstep: Class 11 contains 177057 members 
Mstep: Class 14 contains 67589 members 
Mstep: Class 19 contains 13522 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080848.000000 Penalty: 47436.613281
Iteration 309Q: 15 clusters Score -1.160808e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210963 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155428 members 
Mstep: Class 5 contains 14813 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53722 members 
Mstep: Class 9 contains 109203 members 
Mstep: Class 10 contains 20938 members 
Mstep: Class 11 contains 177072 members 
Mstep: Class 14 contains 67591 members 
Mstep: Class 19 contains 13521 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080840.000000 Penalty: 47436.613281
Iteration 310Q: 15 clusters Score -1.160808e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210969 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155430 members 
Mstep: Class 5 contains 14814 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53719 members 
Mstep: Class 9 contains 109185 members 
Mstep: Class 10 contains 20936 members 
Mstep: Class 11 contains 177088 members 
Mstep: Class 14 contains 67591 members 
Mstep: Class 19 contains 13519 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080856.000000 Penalty: 47436.613281
Iteration 311Q: 15 clusters Score -1.160809e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210973 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155436 members 
Mstep: Class 5 contains 14814 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53720 members 
Mstep: Class 9 contains 109167 members 
Mstep: Class 10 contains 20936 members 
Mstep: Class 11 contains 177100 members 
Mstep: Class 14 contains 67591 members 
Mstep: Class 19 contains 13518 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080776.000000 Penalty: 47436.613281
Iteration 312Q: 15 clusters Score -1.160808e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210980 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155441 members 
Mstep: Class 5 contains 14814 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53720 members 
Mstep: Class 9 contains 109152 members 
Mstep: Class 10 contains 20935 members 
Mstep: Class 11 contains 177107 members 
Mstep: Class 14 contains 67592 members 
Mstep: Class 19 contains 13517 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080744.000000 Penalty: 47436.613281
Iteration 313Q: 15 clusters Score -1.160807e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210982 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155446 members 
Mstep: Class 5 contains 14814 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53721 members 
Mstep: Class 9 contains 109142 members 
Mstep: Class 10 contains 20934 members 
Mstep: Class 11 contains 177107 members 
Mstep: Class 14 contains 67598 members 
Mstep: Class 19 contains 13515 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080752.000000 Penalty: 47436.613281
Iteration 314Q: 15 clusters Score -1.160808e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210985 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155454 members 
Mstep: Class 5 contains 14814 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53725 members 
Mstep: Class 9 contains 109132 members 
Mstep: Class 10 contains 20932 members 
Mstep: Class 11 contains 177098 members 
Mstep: Class 14 contains 67604 members 
Mstep: Class 19 contains 13512 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080768.000000 Penalty: 47436.613281
Iteration 315Q: 15 clusters Score -1.160808e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210990 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155449 members 
Mstep: Class 5 contains 14816 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53724 members 
Mstep: Class 9 contains 109124 members 
Mstep: Class 10 contains 20927 members 
Mstep: Class 11 contains 177100 members 
Mstep: Class 14 contains 67612 members 
Mstep: Class 19 contains 13510 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080816.000000 Penalty: 47436.613281
Iteration 316Q: 15 clusters Score -1.160808e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210985 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155455 members 
Mstep: Class 5 contains 14816 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53725 members 
Mstep: Class 9 contains 109115 members 
Mstep: Class 10 contains 20924 members 
Mstep: Class 11 contains 177105 members 
Mstep: Class 14 contains 67615 members 
Mstep: Class 19 contains 13510 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080888.000000 Penalty: 47436.613281
Iteration 317Q: 15 clusters Score -1.160809e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210980 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155463 members 
Mstep: Class 5 contains 14816 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53726 members 
Mstep: Class 9 contains 109106 members 
Mstep: Class 10 contains 20919 members 
Mstep: Class 11 contains 177105 members 
Mstep: Class 14 contains 67619 members 
Mstep: Class 19 contains 13511 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080936.000000 Penalty: 47436.613281
Iteration 318Q: 15 clusters Score -1.160809e+08 nChanged 50
Entering ConstructFrom: 
Score: -116080936.000000 Penalty: 47436.613281
Entering ConstructFrom: 
Trying to split cluster 1 (210978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210978 members 
Entering Unmasked Estep 
Score: -28877560.000000 Penalty: 3040.358154
	Iteration 0F: 2 clusters Score -2.887756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105528 members 
Mstep: Class 2 contains 105450 members 
Entering Unmasked Estep 
Score: -28748594.000000 Penalty: 6080.716309
	Iteration 0F: 3 clusters Score -2.874859e+07 nChanged 101532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107540 members 
Mstep: Class 2 contains 103438 members 
Entering Unmasked Estep 
Score: -28809164.000000 Penalty: 6080.716309
	Iteration 1F: 3 clusters Score -2.880916e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109242 members 
Mstep: Class 2 contains 101736 members 
Entering Unmasked Estep 
Score: -28810402.000000 Penalty: 6080.716309
	Iteration 2Q: 3 clusters Score -2.88104e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111828 members 
Mstep: Class 2 contains 99150 members 
Entering Unmasked Estep 
Score: -28811912.000000 Penalty: 6080.716309
	Iteration 3Q: 3 clusters Score -2.881191e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115687 members 
Mstep: Class 2 contains 95291 members 
Entering Unmasked Estep 
Score: -28814350.000000 Penalty: 6080.716309
	Iteration 4Q: 3 clusters Score -2.881435e+07 nChanged 9529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121168 members 
Mstep: Class 2 contains 89810 members 
Entering Unmasked Estep 
Score: -28817928.000000 Penalty: 6080.716309
	Iteration 5Q: 3 clusters Score -2.881793e+07 nChanged 11226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128718 members 
Mstep: Class 2 contains 82260 members 
Entering Unmasked Estep 
Score: -28823184.000000 Penalty: 6080.716309
	Iteration 6F: 3 clusters Score -2.882318e+07 nChanged 12709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138379 members 
Mstep: Class 2 contains 72599 members 
Entering Unmasked Estep 
Score: -28829888.000000 Penalty: 6080.716309
	Iteration 7F: 3 clusters Score -2.882989e+07 nChanged 13613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149782 members 
Mstep: Class 2 contains 61196 members 
Entering Unmasked Estep 
Score: -28837918.000000 Penalty: 6080.716309
	Iteration 8F: 3 clusters Score -2.883792e+07 nChanged 13617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162383 members 
Mstep: Class 2 contains 48595 members 
Entering Unmasked Estep 
Score: -28845978.000000 Penalty: 6080.716309
	Iteration 9F: 3 clusters Score -2.884598e+07 nChanged 12910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175021 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -28853490.000000 Penalty: 6080.716309
	Iteration 10F: 3 clusters Score -2.885349e+07 nChanged 11986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186965 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -28860812.000000 Penalty: 6080.716309
	Iteration 11F: 3 clusters Score -2.886081e+07 nChanged 10189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197152 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -28867454.000000 Penalty: 6080.716309
	Iteration 12Q: 3 clusters Score -2.886745e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204344 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -28872196.000000 Penalty: 6080.716309
	Iteration 13Q: 3 clusters Score -2.88722e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208140 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -28873978.000000 Penalty: 6080.716309
	Iteration 14Q: 3 clusters Score -2.887398e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209782 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -28874556.000000 Penalty: 6080.716309
	Iteration 15Q: 3 clusters Score -2.887456e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210376 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -28874762.000000 Penalty: 6080.716309
	Iteration 16Q: 3 clusters Score -2.887476e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210560 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -28874838.000000 Penalty: 6080.716309
	Iteration 17Q: 3 clusters Score -2.887484e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210640 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -28874874.000000 Penalty: 6080.716309
	Iteration 18Q: 3 clusters Score -2.887487e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210655 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28874902.000000 Penalty: 6080.716309
	Iteration 19Q: 3 clusters Score -2.88749e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210670 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -28874912.000000 Penalty: 6080.716309
	Iteration 20F: 3 clusters Score -2.887491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210678 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -28874916.000000 Penalty: 6080.716309
	Iteration 21Q: 3 clusters Score -2.887492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210690 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -28874932.000000 Penalty: 6080.716309
	Iteration 22Q: 3 clusters Score -2.887493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210695 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28874944.000000 Penalty: 6080.716309
	Iteration 23Q: 3 clusters Score -2.887494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210701 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28874946.000000 Penalty: 6080.716309
	Iteration 24Q: 3 clusters Score -2.887495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210704 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28874970.000000 Penalty: 6080.716309
	Iteration 25Q: 3 clusters Score -2.887497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210708 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28874964.000000 Penalty: 6080.716309
	Iteration 26Q: 3 clusters Score -2.887496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210712 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -28874966.000000 Penalty: 6080.716309
	Iteration 27Q: 3 clusters Score -2.887497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210714 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28874980.000000 Penalty: 6080.716309
	Iteration 28Q: 3 clusters Score -2.887498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210715 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28874988.000000 Penalty: 6080.716309
	Iteration 29Q: 3 clusters Score -2.887499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210714 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28874986.000000 Penalty: 6080.716309
	Iteration 30Q: 3 clusters Score -2.887499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210714 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28874986.000000 Penalty: 6080.716309
	Iteration 31F: 3 clusters Score -2.887499e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Entering Unmasked Estep 
Score: -154737.062500 Penalty: 1757.511108
	Iteration 0F: 2 clusters Score -154737.1 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 615 members 
Entering Unmasked Estep 
Score: -152658.859375 Penalty: 3515.022217
	Iteration 0F: 3 clusters Score -152658.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -153017.750000 Penalty: 3515.022217
	Iteration 1F: 3 clusters Score -153017.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -153130.453125 Penalty: 3515.022217
	Iteration 2F: 3 clusters Score -153130.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -153187.265625 Penalty: 3515.022217
	Iteration 3Q: 3 clusters Score -153187.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -153215.937500 Penalty: 3515.022217
	Iteration 4Q: 3 clusters Score -153215.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -153230.937500 Penalty: 3515.022217
	Iteration 5Q: 3 clusters Score -153230.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -153245.234375 Penalty: 3515.022217
	Iteration 6Q: 3 clusters Score -153245.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -153256.250000 Penalty: 3515.022217
	Iteration 7Q: 3 clusters Score -153256.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -153265.937500 Penalty: 3515.022217
	Iteration 8Q: 3 clusters Score -153265.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -153272.875000 Penalty: 3515.022217
	Iteration 9Q: 3 clusters Score -153272.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -153279.046875 Penalty: 3515.022217
	Iteration 10Q: 3 clusters Score -153279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -153284.234375 Penalty: 3515.022217
	Iteration 11Q: 3 clusters Score -153284.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -153288.703125 Penalty: 3515.022217
	Iteration 12Q: 3 clusters Score -153288.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -153292.671875 Penalty: 3515.022217
	Iteration 13Q: 3 clusters Score -153292.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -153300.687500 Penalty: 3515.022217
	Iteration 14Q: 3 clusters Score -153300.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -153307.500000 Penalty: 3515.022217
	Iteration 15Q: 3 clusters Score -153307.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -153316.812500 Penalty: 3515.022217
	Iteration 16Q: 3 clusters Score -153316.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -153330.390625 Penalty: 3515.022217
	Iteration 17Q: 3 clusters Score -153330.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -153339.578125 Penalty: 3515.022217
	Iteration 18Q: 3 clusters Score -153339.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -153346.312500 Penalty: 3515.022217
	Iteration 19Q: 3 clusters Score -153346.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -153354.359375 Penalty: 3515.022217
	Iteration 20F: 3 clusters Score -153354.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -153366.812500 Penalty: 3515.022217
	Iteration 21Q: 3 clusters Score -153366.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -153377.234375 Penalty: 3515.022217
	Iteration 22Q: 3 clusters Score -153377.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -153387.531250 Penalty: 3515.022217
	Iteration 23Q: 3 clusters Score -153387.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -153403.093750 Penalty: 3515.022217
	Iteration 24Q: 3 clusters Score -153403.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -153417.359375 Penalty: 3515.022217
	Iteration 25Q: 3 clusters Score -153417.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -153431.031250 Penalty: 3515.022217
	Iteration 26Q: 3 clusters Score -153431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -153442.812500 Penalty: 3515.022217
	Iteration 27Q: 3 clusters Score -153442.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -153451.625000 Penalty: 3515.022217
	Iteration 28Q: 3 clusters Score -153451.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -153462.312500 Penalty: 3515.022217
	Iteration 29Q: 3 clusters Score -153462.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -153489.546875 Penalty: 3515.022217
	Iteration 30Q: 3 clusters Score -153489.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -153525.296875 Penalty: 3515.022217
	Iteration 31Q: 3 clusters Score -153525.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -153585.312500 Penalty: 3515.022217
	Iteration 32Q: 3 clusters Score -153585.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -153671.843750 Penalty: 3515.022217
	Iteration 33Q: 3 clusters Score -153671.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -153711.421875 Penalty: 3515.022217
	Iteration 34Q: 3 clusters Score -153711.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -153737.609375 Penalty: 3515.022217
	Iteration 35Q: 3 clusters Score -153737.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -153748.203125 Penalty: 3515.022217
	Iteration 36Q: 3 clusters Score -153748.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -153766.578125 Penalty: 3515.022217
	Iteration 37Q: 3 clusters Score -153766.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -153794.437500 Penalty: 3515.022217
	Iteration 38Q: 3 clusters Score -153794.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -153816.281250 Penalty: 3515.022217
	Iteration 39Q: 3 clusters Score -153816.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -153840.750000 Penalty: 3515.022217
	Iteration 40F: 3 clusters Score -153840.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -153887.578125 Penalty: 3515.022217
	Iteration 41Q: 3 clusters Score -153887.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -153925.812500 Penalty: 3515.022217
	Iteration 42Q: 3 clusters Score -153925.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -153945.578125 Penalty: 3515.022217
	Iteration 43Q: 3 clusters Score -153945.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -153966.921875 Penalty: 3515.022217
	Iteration 44Q: 3 clusters Score -153966.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -154015.781250 Penalty: 3515.022217
	Iteration 45Q: 3 clusters Score -154015.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -154094.890625 Penalty: 3515.022217
	Iteration 46Q: 3 clusters Score -154094.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -154206.859375 Penalty: 3515.022217
	Iteration 47Q: 3 clusters Score -154206.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -154379.140625 Penalty: 3515.022217
	Iteration 48Q: 3 clusters Score -154379.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -154463.703125 Penalty: 3515.022217
	Iteration 49Q: 3 clusters Score -154463.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -154511.421875 Penalty: 3515.022217
	Iteration 50Q: 3 clusters Score -154511.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -154541.390625 Penalty: 3515.022217
	Iteration 51Q: 3 clusters Score -154541.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -154551.640625 Penalty: 3515.022217
	Iteration 52Q: 3 clusters Score -154551.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -154561.937500 Penalty: 3515.022217
	Iteration 53Q: 3 clusters Score -154561.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -154573.234375 Penalty: 3515.022217
	Iteration 54Q: 3 clusters Score -154573.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -154580.468750 Penalty: 3515.022217
	Iteration 55Q: 3 clusters Score -154580.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -154581.390625 Penalty: 3515.022217
	Iteration 56Q: 3 clusters Score -154581.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -154583.390625 Penalty: 3515.022217
	Iteration 57Q: 3 clusters Score -154583.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -154587.187500 Penalty: 3515.022217
	Iteration 58Q: 3 clusters Score -154587.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -154593.468750 Penalty: 3515.022217
	Iteration 59Q: 3 clusters Score -154593.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -154602.453125 Penalty: 3515.022217
	Iteration 60F: 3 clusters Score -154602.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -154605.718750 Penalty: 3515.022217
	Iteration 61Q: 3 clusters Score -154605.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -154609.109375 Penalty: 3515.022217
	Iteration 62Q: 3 clusters Score -154609.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -154614.328125 Penalty: 3515.022217
	Iteration 63Q: 3 clusters Score -154614.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -154619.000000 Penalty: 3515.022217
	Iteration 64Q: 3 clusters Score -154619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -154624.265625 Penalty: 3515.022217
	Iteration 65Q: 3 clusters Score -154624.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -154627.593750 Penalty: 3515.022217
	Iteration 66Q: 3 clusters Score -154627.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -154629.125000 Penalty: 3515.022217
	Iteration 67Q: 3 clusters Score -154629.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -154630.578125 Penalty: 3515.022217
	Iteration 68Q: 3 clusters Score -154630.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -154631.500000 Penalty: 3515.022217
	Iteration 69Q: 3 clusters Score -154631.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -154631.500000 Penalty: 3515.022217
	Iteration 70F: 3 clusters Score -154631.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -160187.984375 Penalty: 1770.438965
	Iteration 0F: 2 clusters Score -160188 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 607 members 
Entering Unmasked Estep 
Score: -158033.062500 Penalty: 3540.877930
	Iteration 0F: 3 clusters Score -158033.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -158379.984375 Penalty: 3540.877930
	Iteration 1F: 3 clusters Score -158380 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -158496.796875 Penalty: 3540.877930
	Iteration 2F: 3 clusters Score -158496.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -158553.328125 Penalty: 3540.877930
	Iteration 3Q: 3 clusters Score -158553.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -158606.875000 Penalty: 3540.877930
	Iteration 4Q: 3 clusters Score -158606.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -158666.296875 Penalty: 3540.877930
	Iteration 5Q: 3 clusters Score -158666.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -158713.812500 Penalty: 3540.877930
	Iteration 6Q: 3 clusters Score -158713.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -158745.703125 Penalty: 3540.877930
	Iteration 7Q: 3 clusters Score -158745.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -158779.921875 Penalty: 3540.877930
	Iteration 8Q: 3 clusters Score -158779.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -158815.437500 Penalty: 3540.877930
	Iteration 9Q: 3 clusters Score -158815.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -158834.500000 Penalty: 3540.877930
	Iteration 10Q: 3 clusters Score -158834.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -158864.437500 Penalty: 3540.877930
	Iteration 11Q: 3 clusters Score -158864.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -158889.156250 Penalty: 3540.877930
	Iteration 12Q: 3 clusters Score -158889.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -158914.109375 Penalty: 3540.877930
	Iteration 13Q: 3 clusters Score -158914.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -158932.437500 Penalty: 3540.877930
	Iteration 14Q: 3 clusters Score -158932.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -158952.062500 Penalty: 3540.877930
	Iteration 15Q: 3 clusters Score -158952.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -158978.093750 Penalty: 3540.877930
	Iteration 16Q: 3 clusters Score -158978.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -159015.359375 Penalty: 3540.877930
	Iteration 17Q: 3 clusters Score -159015.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -159059.593750 Penalty: 3540.877930
	Iteration 18Q: 3 clusters Score -159059.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -159133.062500 Penalty: 3540.877930
	Iteration 19Q: 3 clusters Score -159133.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -159220.500000 Penalty: 3540.877930
	Iteration 20F: 3 clusters Score -159220.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -159327.140625 Penalty: 3540.877930
	Iteration 21Q: 3 clusters Score -159327.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -159436.187500 Penalty: 3540.877930
	Iteration 22Q: 3 clusters Score -159436.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -159496.734375 Penalty: 3540.877930
	Iteration 23Q: 3 clusters Score -159496.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -159516.921875 Penalty: 3540.877930
	Iteration 24Q: 3 clusters Score -159516.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -159526.328125 Penalty: 3540.877930
	Iteration 25Q: 3 clusters Score -159526.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -159528.593750 Penalty: 3540.877930
	Iteration 26Q: 3 clusters Score -159528.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -159531.187500 Penalty: 3540.877930
	Iteration 27Q: 3 clusters Score -159531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -159533.328125 Penalty: 3540.877930
	Iteration 28Q: 3 clusters Score -159533.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -159537.953125 Penalty: 3540.877930
	Iteration 29Q: 3 clusters Score -159538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -159540.718750 Penalty: 3540.877930
	Iteration 30Q: 3 clusters Score -159540.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -159547.343750 Penalty: 3540.877930
	Iteration 31Q: 3 clusters Score -159547.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -159547.890625 Penalty: 3540.877930
	Iteration 32Q: 3 clusters Score -159547.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -159547.890625 Penalty: 3540.877930
	Iteration 33F: 3 clusters Score -159547.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (155477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155477 members 
Entering Unmasked Estep 
Score: -21431836.000000 Penalty: 2964.654785
	Iteration 0F: 2 clusters Score -2.143184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77457 members 
Mstep: Class 2 contains 78020 members 
Entering Unmasked Estep 
Score: -21329026.000000 Penalty: 5929.309570
	Iteration 0F: 3 clusters Score -2.132903e+07 nChanged 74277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71822 members 
Mstep: Class 2 contains 83655 members 
Entering Unmasked Estep 
Score: -21372932.000000 Penalty: 5929.309570
	Iteration 1F: 3 clusters Score -2.137293e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68419 members 
Mstep: Class 2 contains 87058 members 
Entering Unmasked Estep 
Score: -21374670.000000 Penalty: 5929.309570
	Iteration 2Q: 3 clusters Score -2.137467e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 92099 members 
Entering Unmasked Estep 
Score: -21377416.000000 Penalty: 5929.309570
	Iteration 3Q: 3 clusters Score -2.137742e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 99361 members 
Entering Unmasked Estep 
Score: -21382108.000000 Penalty: 5929.309570
	Iteration 4F: 3 clusters Score -2.138211e+07 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 109267 members 
Entering Unmasked Estep 
Score: -21389392.000000 Penalty: 5929.309570
	Iteration 5F: 3 clusters Score -2.138939e+07 nChanged 12257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 120808 members 
Entering Unmasked Estep 
Score: -21399240.000000 Penalty: 5929.309570
	Iteration 6F: 3 clusters Score -2.139924e+07 nChanged 11660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 132082 members 
Entering Unmasked Estep 
Score: -21410044.000000 Penalty: 5929.309570
	Iteration 7F: 3 clusters Score -2.141004e+07 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 140619 members 
Entering Unmasked Estep 
Score: -21418150.000000 Penalty: 5929.309570
	Iteration 8F: 3 clusters Score -2.141815e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 145946 members 
Entering Unmasked Estep 
Score: -21423332.000000 Penalty: 5929.309570
	Iteration 9Q: 3 clusters Score -2.142333e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 149109 members 
Entering Unmasked Estep 
Score: -21426254.000000 Penalty: 5929.309570
	Iteration 10Q: 3 clusters Score -2.142625e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 150956 members 
Entering Unmasked Estep 
Score: -21427658.000000 Penalty: 5929.309570
	Iteration 11Q: 3 clusters Score -2.142766e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 152059 members 
Entering Unmasked Estep 
Score: -21428446.000000 Penalty: 5929.309570
	Iteration 12Q: 3 clusters Score -2.142845e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 152737 members 
Entering Unmasked Estep 
Score: -21428884.000000 Penalty: 5929.309570
	Iteration 13Q: 3 clusters Score -2.142888e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 153185 members 
Entering Unmasked Estep 
Score: -21429046.000000 Penalty: 5929.309570
	Iteration 14Q: 3 clusters Score -2.142905e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 153499 members 
Entering Unmasked Estep 
Score: -21429196.000000 Penalty: 5929.309570
	Iteration 15Q: 3 clusters Score -2.14292e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 153728 members 
Entering Unmasked Estep 
Score: -21429308.000000 Penalty: 5929.309570
	Iteration 16Q: 3 clusters Score -2.142931e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 153873 members 
Entering Unmasked Estep 
Score: -21429406.000000 Penalty: 5929.309570
	Iteration 17Q: 3 clusters Score -2.142941e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 154009 members 
Entering Unmasked Estep 
Score: -21429510.000000 Penalty: 5929.309570
	Iteration 18Q: 3 clusters Score -2.142951e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 154132 members 
Entering Unmasked Estep 
Score: -21429572.000000 Penalty: 5929.309570
	Iteration 19Q: 3 clusters Score -2.142957e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 154217 members 
Entering Unmasked Estep 
Score: -21429626.000000 Penalty: 5929.309570
	Iteration 20F: 3 clusters Score -2.142963e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 154272 members 
Entering Unmasked Estep 
Score: -21429642.000000 Penalty: 5929.309570
	Iteration 21Q: 3 clusters Score -2.142964e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 154320 members 
Entering Unmasked Estep 
Score: -21429658.000000 Penalty: 5929.309570
	Iteration 22Q: 3 clusters Score -2.142966e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 154353 members 
Entering Unmasked Estep 
Score: -21429700.000000 Penalty: 5929.309570
	Iteration 23Q: 3 clusters Score -2.14297e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 154379 members 
Entering Unmasked Estep 
Score: -21429722.000000 Penalty: 5929.309570
	Iteration 24Q: 3 clusters Score -2.142972e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 154411 members 
Entering Unmasked Estep 
Score: -21429716.000000 Penalty: 5929.309570
	Iteration 25Q: 3 clusters Score -2.142972e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 154422 members 
Entering Unmasked Estep 
Score: -21429736.000000 Penalty: 5929.309570
	Iteration 26Q: 3 clusters Score -2.142974e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 154436 members 
Entering Unmasked Estep 
Score: -21429762.000000 Penalty: 5929.309570
	Iteration 27Q: 3 clusters Score -2.142976e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 154435 members 
Entering Unmasked Estep 
Score: -21429782.000000 Penalty: 5929.309570
	Iteration 28Q: 3 clusters Score -2.142978e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 154443 members 
Entering Unmasked Estep 
Score: -21429798.000000 Penalty: 5929.309570
	Iteration 29Q: 3 clusters Score -2.14298e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 154448 members 
Entering Unmasked Estep 
Score: -21429794.000000 Penalty: 5929.309570
	Iteration 30Q: 3 clusters Score -2.142979e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 154450 members 
Entering Unmasked Estep 
Score: -21429782.000000 Penalty: 5929.309570
	Iteration 31Q: 3 clusters Score -2.142978e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 154451 members 
Entering Unmasked Estep 
Score: -21429804.000000 Penalty: 5929.309570
	Iteration 32Q: 3 clusters Score -2.14298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 154454 members 
Entering Unmasked Estep 
Score: -21429816.000000 Penalty: 5929.309570
	Iteration 33Q: 3 clusters Score -2.142982e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 154462 members 
Entering Unmasked Estep 
Score: -21429794.000000 Penalty: 5929.309570
	Iteration 34Q: 3 clusters Score -2.142979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 154462 members 
Entering Unmasked Estep 
Score: -21429800.000000 Penalty: 5929.309570
	Iteration 35Q: 3 clusters Score -2.14298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 154458 members 
Entering Unmasked Estep 
Score: -21429804.000000 Penalty: 5929.309570
	Iteration 36Q: 3 clusters Score -2.14298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 154456 members 
Entering Unmasked Estep 
Score: -21429798.000000 Penalty: 5929.309570
	Iteration 37Q: 3 clusters Score -2.14298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 154453 members 
Entering Unmasked Estep 
Score: -21429798.000000 Penalty: 5929.309570
	Iteration 38Q: 3 clusters Score -2.14298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 154453 members 
Entering Unmasked Estep 
Score: -21429804.000000 Penalty: 5929.309570
	Iteration 39Q: 3 clusters Score -2.14298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 154453 members 
Entering Unmasked Estep 
Score: -21429810.000000 Penalty: 5929.309570
	Iteration 40F: 3 clusters Score -2.142981e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 154460 members 
Entering Unmasked Estep 
Score: -21429842.000000 Penalty: 5929.309570
	Iteration 41Q: 3 clusters Score -2.142984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 154461 members 
Entering Unmasked Estep 
Score: -21429822.000000 Penalty: 5929.309570
	Iteration 42Q: 3 clusters Score -2.142982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 154462 members 
Entering Unmasked Estep 
Score: -21429830.000000 Penalty: 5929.309570
	Iteration 43Q: 3 clusters Score -2.142983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 154465 members 
Entering Unmasked Estep 
Score: -21429840.000000 Penalty: 5929.309570
	Iteration 44Q: 3 clusters Score -2.142984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 154467 members 
Entering Unmasked Estep 
Score: -21429856.000000 Penalty: 5929.309570
	Iteration 45Q: 3 clusters Score -2.142986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 154467 members 
Entering Unmasked Estep 
Score: -21429852.000000 Penalty: 5929.309570
	Iteration 46Q: 3 clusters Score -2.142985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 154468 members 
Entering Unmasked Estep 
Score: -21429850.000000 Penalty: 5929.309570
	Iteration 47Q: 3 clusters Score -2.142985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 154469 members 
Entering Unmasked Estep 
Score: -21429842.000000 Penalty: 5929.309570
	Iteration 48Q: 3 clusters Score -2.142984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 154470 members 
Entering Unmasked Estep 
Score: -21429850.000000 Penalty: 5929.309570
	Iteration 49Q: 3 clusters Score -2.142985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 154470 members 
Entering Unmasked Estep 
Score: -21429850.000000 Penalty: 5929.309570
	Iteration 50F: 3 clusters Score -2.142985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Entering Unmasked Estep 
Score: -1949689.375000 Penalty: 2381.675781
	Iteration 0F: 2 clusters Score -1949689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1938951.625000 Penalty: 4763.351562
	Iteration 0F: 3 clusters Score -1938952 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1942287.375000 Penalty: 4763.351562
	Iteration 1F: 3 clusters Score -1942287 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1942602.000000 Penalty: 4763.351562
	Iteration 2F: 3 clusters Score -1942602 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1942842.000000 Penalty: 4763.351562
	Iteration 3Q: 3 clusters Score -1942842 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1943001.625000 Penalty: 4763.351562
	Iteration 4Q: 3 clusters Score -1943002 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1943126.625000 Penalty: 4763.351562
	Iteration 5Q: 3 clusters Score -1943127 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1943237.750000 Penalty: 4763.351562
	Iteration 6Q: 3 clusters Score -1943238 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1943331.375000 Penalty: 4763.351562
	Iteration 7Q: 3 clusters Score -1943331 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1943425.875000 Penalty: 4763.351562
	Iteration 8Q: 3 clusters Score -1943426 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1943530.750000 Penalty: 4763.351562
	Iteration 9Q: 3 clusters Score -1943531 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1943625.750000 Penalty: 4763.351562
	Iteration 10Q: 3 clusters Score -1943626 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1943729.250000 Penalty: 4763.351562
	Iteration 11Q: 3 clusters Score -1943729 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1943842.500000 Penalty: 4763.351562
	Iteration 12Q: 3 clusters Score -1943842 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1943968.125000 Penalty: 4763.351562
	Iteration 13Q: 3 clusters Score -1943968 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1944138.000000 Penalty: 4763.351562
	Iteration 14Q: 3 clusters Score -1944138 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1944317.375000 Penalty: 4763.351562
	Iteration 15Q: 3 clusters Score -1944317 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1944547.750000 Penalty: 4763.351562
	Iteration 16Q: 3 clusters Score -1944548 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1944825.625000 Penalty: 4763.351562
	Iteration 17Q: 3 clusters Score -1944826 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1945161.875000 Penalty: 4763.351562
	Iteration 18Q: 3 clusters Score -1945162 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1945525.375000 Penalty: 4763.351562
	Iteration 19Q: 3 clusters Score -1945525 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1945894.625000 Penalty: 4763.351562
	Iteration 20F: 3 clusters Score -1945895 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1946268.375000 Penalty: 4763.351562
	Iteration 21Q: 3 clusters Score -1946268 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1946555.125000 Penalty: 4763.351562
	Iteration 22Q: 3 clusters Score -1946555 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1946777.125000 Penalty: 4763.351562
	Iteration 23Q: 3 clusters Score -1946777 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1946939.375000 Penalty: 4763.351562
	Iteration 24Q: 3 clusters Score -1946939 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1947058.625000 Penalty: 4763.351562
	Iteration 25Q: 3 clusters Score -1947059 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1947169.500000 Penalty: 4763.351562
	Iteration 26Q: 3 clusters Score -1947170 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1947275.000000 Penalty: 4763.351562
	Iteration 27Q: 3 clusters Score -1947275 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1947374.500000 Penalty: 4763.351562
	Iteration 28Q: 3 clusters Score -1947374 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1947447.375000 Penalty: 4763.351562
	Iteration 29Q: 3 clusters Score -1947447 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1947494.500000 Penalty: 4763.351562
	Iteration 30Q: 3 clusters Score -1947494 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1947530.250000 Penalty: 4763.351562
	Iteration 31Q: 3 clusters Score -1947530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1947550.625000 Penalty: 4763.351562
	Iteration 32Q: 3 clusters Score -1947551 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1947571.875000 Penalty: 4763.351562
	Iteration 33Q: 3 clusters Score -1947572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1947594.500000 Penalty: 4763.351562
	Iteration 34Q: 3 clusters Score -1947594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1947615.250000 Penalty: 4763.351562
	Iteration 35Q: 3 clusters Score -1947615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1947629.000000 Penalty: 4763.351562
	Iteration 36Q: 3 clusters Score -1947629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1947644.500000 Penalty: 4763.351562
	Iteration 37Q: 3 clusters Score -1947644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1947654.125000 Penalty: 4763.351562
	Iteration 38Q: 3 clusters Score -1947654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1947661.250000 Penalty: 4763.351562
	Iteration 39Q: 3 clusters Score -1947661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1947668.750000 Penalty: 4763.351562
	Iteration 40F: 3 clusters Score -1947669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1947671.375000 Penalty: 4763.351562
	Iteration 41Q: 3 clusters Score -1947671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1947675.250000 Penalty: 4763.351562
	Iteration 42Q: 3 clusters Score -1947675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1947679.625000 Penalty: 4763.351562
	Iteration 43Q: 3 clusters Score -1947680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1947681.875000 Penalty: 4763.351562
	Iteration 44Q: 3 clusters Score -1947682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1947683.625000 Penalty: 4763.351562
	Iteration 45Q: 3 clusters Score -1947684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1947684.750000 Penalty: 4763.351562
	Iteration 46Q: 3 clusters Score -1947685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1947687.000000 Penalty: 4763.351562
	Iteration 47Q: 3 clusters Score -1947687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1947688.750000 Penalty: 4763.351562
	Iteration 48Q: 3 clusters Score -1947689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1947692.875000 Penalty: 4763.351562
	Iteration 49Q: 3 clusters Score -1947693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1947692.875000 Penalty: 4763.351562
	Iteration 50F: 3 clusters Score -1947693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -45934.695312 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -45934.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44722.968750 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -44722.97 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44950.250000 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -44950.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45064.656250 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -45064.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -45146.867188 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -45146.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -45224.046875 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -45224.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45329.972656 Penalty: 2965.527344
	Iteration 5F: 3 clusters Score -45329.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -45403.824219 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -45403.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -45446.183594 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -45446.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -45517.292969 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -45517.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -45535.574219 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -45535.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -45545.730469 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -45545.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -45551.894531 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -45551.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -45557.277344 Penalty: 2965.527344
	Iteration 12Q: 3 clusters Score -45557.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -45557.277344 Penalty: 2965.527344
	Iteration 13F: 3 clusters Score -45557.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (53727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53727 members 
Entering Unmasked Estep 
Score: -7474337.500000 Penalty: 2701.134521
	Iteration 0F: 2 clusters Score -7474338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -7438199.000000 Penalty: 5402.269043
	Iteration 0F: 3 clusters Score -7438199 nChanged 24839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -7452376.500000 Penalty: 5402.269043
	Iteration 1F: 3 clusters Score -7452376 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -7453386.500000 Penalty: 5402.269043
	Iteration 2Q: 3 clusters Score -7453386 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -7454692.500000 Penalty: 5402.269043
	Iteration 3F: 3 clusters Score -7454692 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -7456493.500000 Penalty: 5402.269043
	Iteration 4F: 3 clusters Score -7456494 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -7459176.000000 Penalty: 5402.269043
	Iteration 5F: 3 clusters Score -7459176 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -7462840.500000 Penalty: 5402.269043
	Iteration 6F: 3 clusters Score -7462840 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -7466580.000000 Penalty: 5402.269043
	Iteration 7F: 3 clusters Score -7466580 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -7469184.000000 Penalty: 5402.269043
	Iteration 8F: 3 clusters Score -7469184 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -7470363.500000 Penalty: 5402.269043
	Iteration 9Q: 3 clusters Score -7470364 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -7470966.000000 Penalty: 5402.269043
	Iteration 10Q: 3 clusters Score -7470966 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -7471382.000000 Penalty: 5402.269043
	Iteration 11Q: 3 clusters Score -7471382 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -7471622.500000 Penalty: 5402.269043
	Iteration 12Q: 3 clusters Score -7471622 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -7471812.000000 Penalty: 5402.269043
	Iteration 13Q: 3 clusters Score -7471812 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -7472017.500000 Penalty: 5402.269043
	Iteration 14Q: 3 clusters Score -7472018 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -7472210.000000 Penalty: 5402.269043
	Iteration 15Q: 3 clusters Score -7472210 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -7472377.000000 Penalty: 5402.269043
	Iteration 16Q: 3 clusters Score -7472377 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -7472491.500000 Penalty: 5402.269043
	Iteration 17Q: 3 clusters Score -7472492 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -7472577.500000 Penalty: 5402.269043
	Iteration 18Q: 3 clusters Score -7472578 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -7472661.500000 Penalty: 5402.269043
	Iteration 19Q: 3 clusters Score -7472662 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -7472712.500000 Penalty: 5402.269043
	Iteration 20F: 3 clusters Score -7472712 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -7472771.000000 Penalty: 5402.269043
	Iteration 21Q: 3 clusters Score -7472771 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -7472847.000000 Penalty: 5402.269043
	Iteration 22Q: 3 clusters Score -7472847 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52119 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -7472889.000000 Penalty: 5402.269043
	Iteration 23Q: 3 clusters Score -7472889 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -7472928.000000 Penalty: 5402.269043
	Iteration 24Q: 3 clusters Score -7472928 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -7472953.500000 Penalty: 5402.269043
	Iteration 25Q: 3 clusters Score -7472954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52356 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7472970.500000 Penalty: 5402.269043
	Iteration 26Q: 3 clusters Score -7472970 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52405 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7472991.500000 Penalty: 5402.269043
	Iteration 27Q: 3 clusters Score -7472992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52437 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -7472998.500000 Penalty: 5402.269043
	Iteration 28Q: 3 clusters Score -7472998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -7473015.000000 Penalty: 5402.269043
	Iteration 29Q: 3 clusters Score -7473015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7473022.000000 Penalty: 5402.269043
	Iteration 30Q: 3 clusters Score -7473022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -7473028.500000 Penalty: 5402.269043
	Iteration 31Q: 3 clusters Score -7473028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52505 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -7473033.000000 Penalty: 5402.269043
	Iteration 32Q: 3 clusters Score -7473033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7473044.000000 Penalty: 5402.269043
	Iteration 33Q: 3 clusters Score -7473044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52530 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -7473044.500000 Penalty: 5402.269043
	Iteration 34Q: 3 clusters Score -7473044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -7473047.000000 Penalty: 5402.269043
	Iteration 35Q: 3 clusters Score -7473047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7473049.000000 Penalty: 5402.269043
	Iteration 36Q: 3 clusters Score -7473049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7473043.000000 Penalty: 5402.269043
	Iteration 37Q: 3 clusters Score -7473043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7473066.500000 Penalty: 5402.269043
	Iteration 38Q: 3 clusters Score -7473066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -7473079.000000 Penalty: 5402.269043
	Iteration 39Q: 3 clusters Score -7473079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -7473077.000000 Penalty: 5402.269043
	Iteration 40F: 3 clusters Score -7473077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7473081.500000 Penalty: 5402.269043
	Iteration 41Q: 3 clusters Score -7473082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52639 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7473088.500000 Penalty: 5402.269043
	Iteration 42Q: 3 clusters Score -7473088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7473101.500000 Penalty: 5402.269043
	Iteration 43Q: 3 clusters Score -7473102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7473096.500000 Penalty: 5402.269043
	Iteration 44Q: 3 clusters Score -7473096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7473105.000000 Penalty: 5402.269043
	Iteration 45Q: 3 clusters Score -7473105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7473109.000000 Penalty: 5402.269043
	Iteration 46Q: 3 clusters Score -7473109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7473112.500000 Penalty: 5402.269043
	Iteration 47Q: 3 clusters Score -7473112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7473107.500000 Penalty: 5402.269043
	Iteration 48Q: 3 clusters Score -7473108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52701 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7473115.000000 Penalty: 5402.269043
	Iteration 49Q: 3 clusters Score -7473115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52711 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7473118.500000 Penalty: 5402.269043
	Iteration 50Q: 3 clusters Score -7473118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7473124.000000 Penalty: 5402.269043
	Iteration 51Q: 3 clusters Score -7473124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7473125.500000 Penalty: 5402.269043
	Iteration 52Q: 3 clusters Score -7473126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7473128.000000 Penalty: 5402.269043
	Iteration 53Q: 3 clusters Score -7473128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -7473128.500000 Penalty: 5402.269043
	Iteration 54Q: 3 clusters Score -7473128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52730 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7473129.000000 Penalty: 5402.269043
	Iteration 55Q: 3 clusters Score -7473129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7473133.000000 Penalty: 5402.269043
	Iteration 56Q: 3 clusters Score -7473133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7473127.000000 Penalty: 5402.269043
	Iteration 57Q: 3 clusters Score -7473127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7473132.000000 Penalty: 5402.269043
	Iteration 58Q: 3 clusters Score -7473132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7473129.500000 Penalty: 5402.269043
	Iteration 59Q: 3 clusters Score -7473130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7473131.000000 Penalty: 5402.269043
	Iteration 60F: 3 clusters Score -7473131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7473125.000000 Penalty: 5402.269043
	Iteration 61Q: 3 clusters Score -7473125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7473129.000000 Penalty: 5402.269043
	Iteration 62Q: 3 clusters Score -7473129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7473131.500000 Penalty: 5402.269043
	Iteration 63Q: 3 clusters Score -7473132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7473128.500000 Penalty: 5402.269043
	Iteration 64Q: 3 clusters Score -7473128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7473128.500000 Penalty: 5402.269043
	Iteration 65F: 3 clusters Score -7473128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (109098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109098 members 
Entering Unmasked Estep 
Score: -15067433.000000 Penalty: 2876.800537
	Iteration 0F: 2 clusters Score -1.506743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
Score: -14994502.000000 Penalty: 5753.601074
	Iteration 0F: 3 clusters Score -1.49945e+07 nChanged 51574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52277 members 
Mstep: Class 2 contains 56821 members 
Entering Unmasked Estep 
Score: -15023814.000000 Penalty: 5753.601074
	Iteration 1F: 3 clusters Score -1.502381e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51004 members 
Mstep: Class 2 contains 58094 members 
Entering Unmasked Estep 
Score: -15024694.000000 Penalty: 5753.601074
	Iteration 2Q: 3 clusters Score -1.502469e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 60129 members 
Entering Unmasked Estep 
Score: -15025701.000000 Penalty: 5753.601074
	Iteration 3Q: 3 clusters Score -1.50257e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 63196 members 
Entering Unmasked Estep 
Score: -15027129.000000 Penalty: 5753.601074
	Iteration 4Q: 3 clusters Score -1.502713e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 67813 members 
Entering Unmasked Estep 
Score: -15029606.000000 Penalty: 5753.601074
	Iteration 5Q: 3 clusters Score -1.502961e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 74278 members 
Entering Unmasked Estep 
Score: -15033938.000000 Penalty: 5753.601074
	Iteration 6F: 3 clusters Score -1.503394e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 82366 members 
Entering Unmasked Estep 
Score: -15040881.000000 Penalty: 5753.601074
	Iteration 7F: 3 clusters Score -1.504088e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 90890 members 
Entering Unmasked Estep 
Score: -15048926.000000 Penalty: 5753.601074
	Iteration 8F: 3 clusters Score -1.504893e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 97873 members 
Entering Unmasked Estep 
Score: -15055964.000000 Penalty: 5753.601074
	Iteration 9F: 3 clusters Score -1.505596e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 102340 members 
Entering Unmasked Estep 
Score: -15060586.000000 Penalty: 5753.601074
	Iteration 10Q: 3 clusters Score -1.506059e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 104747 members 
Entering Unmasked Estep 
Score: -15063071.000000 Penalty: 5753.601074
	Iteration 11Q: 3 clusters Score -1.506307e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 105836 members 
Entering Unmasked Estep 
Score: -15064230.000000 Penalty: 5753.601074
	Iteration 12Q: 3 clusters Score -1.506423e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 106429 members 
Entering Unmasked Estep 
Score: -15064761.000000 Penalty: 5753.601074
	Iteration 13Q: 3 clusters Score -1.506476e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 106803 members 
Entering Unmasked Estep 
Score: -15065037.000000 Penalty: 5753.601074
	Iteration 14Q: 3 clusters Score -1.506504e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 107025 members 
Entering Unmasked Estep 
Score: -15065164.000000 Penalty: 5753.601074
	Iteration 15Q: 3 clusters Score -1.506516e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 107182 members 
Entering Unmasked Estep 
Score: -15065256.000000 Penalty: 5753.601074
	Iteration 16Q: 3 clusters Score -1.506526e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 107293 members 
Entering Unmasked Estep 
Score: -15065331.000000 Penalty: 5753.601074
	Iteration 17Q: 3 clusters Score -1.506533e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 107383 members 
Entering Unmasked Estep 
Score: -15065385.000000 Penalty: 5753.601074
	Iteration 18Q: 3 clusters Score -1.506538e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 107446 members 
Entering Unmasked Estep 
Score: -15065405.000000 Penalty: 5753.601074
	Iteration 19Q: 3 clusters Score -1.50654e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 107502 members 
Entering Unmasked Estep 
Score: -15065448.000000 Penalty: 5753.601074
	Iteration 20F: 3 clusters Score -1.506545e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 107547 members 
Entering Unmasked Estep 
Score: -15065458.000000 Penalty: 5753.601074
	Iteration 21Q: 3 clusters Score -1.506546e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 107589 members 
Entering Unmasked Estep 
Score: -15065466.000000 Penalty: 5753.601074
	Iteration 22Q: 3 clusters Score -1.506547e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 107624 members 
Entering Unmasked Estep 
Score: -15065483.000000 Penalty: 5753.601074
	Iteration 23Q: 3 clusters Score -1.506548e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 107643 members 
Entering Unmasked Estep 
Score: -15065487.000000 Penalty: 5753.601074
	Iteration 24Q: 3 clusters Score -1.506549e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 107659 members 
Entering Unmasked Estep 
Score: -15065494.000000 Penalty: 5753.601074
	Iteration 25Q: 3 clusters Score -1.506549e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 107681 members 
Entering Unmasked Estep 
Score: -15065505.000000 Penalty: 5753.601074
	Iteration 26Q: 3 clusters Score -1.50655e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 107695 members 
Entering Unmasked Estep 
Score: -15065515.000000 Penalty: 5753.601074
	Iteration 27Q: 3 clusters Score -1.506552e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 107709 members 
Entering Unmasked Estep 
Score: -15065522.000000 Penalty: 5753.601074
	Iteration 28Q: 3 clusters Score -1.506552e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 107720 members 
Entering Unmasked Estep 
Score: -15065523.000000 Penalty: 5753.601074
	Iteration 29Q: 3 clusters Score -1.506552e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 107728 members 
Entering Unmasked Estep 
Score: -15065517.000000 Penalty: 5753.601074
	Iteration 30Q: 3 clusters Score -1.506552e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 107735 members 
Entering Unmasked Estep 
Score: -15065525.000000 Penalty: 5753.601074
	Iteration 31Q: 3 clusters Score -1.506552e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 107737 members 
Entering Unmasked Estep 
Score: -15065539.000000 Penalty: 5753.601074
	Iteration 32Q: 3 clusters Score -1.506554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 107740 members 
Entering Unmasked Estep 
Score: -15065543.000000 Penalty: 5753.601074
	Iteration 33Q: 3 clusters Score -1.506554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 107748 members 
Entering Unmasked Estep 
Score: -15065557.000000 Penalty: 5753.601074
	Iteration 34Q: 3 clusters Score -1.506556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 107753 members 
Entering Unmasked Estep 
Score: -15065562.000000 Penalty: 5753.601074
	Iteration 35Q: 3 clusters Score -1.506556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 107754 members 
Entering Unmasked Estep 
Score: -15065556.000000 Penalty: 5753.601074
	Iteration 36Q: 3 clusters Score -1.506556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 107754 members 
Entering Unmasked Estep 
Score: -15065556.000000 Penalty: 5753.601074
	Iteration 37F: 3 clusters Score -1.506556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Entering Unmasked Estep 
Score: -2775837.750000 Penalty: 2467.159180
	Iteration 0F: 2 clusters Score -2775838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2761264.750000 Penalty: 4934.318359
	Iteration 0F: 3 clusters Score -2761265 nChanged 9181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2765993.500000 Penalty: 4934.318359
	Iteration 1F: 3 clusters Score -2765994 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2766386.000000 Penalty: 4934.318359
	Iteration 2F: 3 clusters Score -2766386 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2766673.000000 Penalty: 4934.318359
	Iteration 3Q: 3 clusters Score -2766673 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2766946.750000 Penalty: 4934.318359
	Iteration 4Q: 3 clusters Score -2766947 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2767217.000000 Penalty: 4934.318359
	Iteration 5Q: 3 clusters Score -2767217 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2767507.500000 Penalty: 4934.318359
	Iteration 6Q: 3 clusters Score -2767508 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2767791.250000 Penalty: 4934.318359
	Iteration 7Q: 3 clusters Score -2767791 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2768139.500000 Penalty: 4934.318359
	Iteration 8Q: 3 clusters Score -2768140 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2768561.750000 Penalty: 4934.318359
	Iteration 9Q: 3 clusters Score -2768562 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2769034.750000 Penalty: 4934.318359
	Iteration 10Q: 3 clusters Score -2769035 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2769604.000000 Penalty: 4934.318359
	Iteration 11Q: 3 clusters Score -2769604 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2770296.250000 Penalty: 4934.318359
	Iteration 12F: 3 clusters Score -2770296 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2771032.250000 Penalty: 4934.318359
	Iteration 13F: 3 clusters Score -2771032 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2771757.250000 Penalty: 4934.318359
	Iteration 14Q: 3 clusters Score -2771757 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2772460.750000 Penalty: 4934.318359
	Iteration 15Q: 3 clusters Score -2772461 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2773025.750000 Penalty: 4934.318359
	Iteration 16Q: 3 clusters Score -2773026 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2773466.000000 Penalty: 4934.318359
	Iteration 17Q: 3 clusters Score -2773466 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2773778.500000 Penalty: 4934.318359
	Iteration 18Q: 3 clusters Score -2773778 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2773973.500000 Penalty: 4934.318359
	Iteration 19Q: 3 clusters Score -2773974 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2774070.000000 Penalty: 4934.318359
	Iteration 20F: 3 clusters Score -2774070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2774132.250000 Penalty: 4934.318359
	Iteration 21Q: 3 clusters Score -2774132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2774166.750000 Penalty: 4934.318359
	Iteration 22Q: 3 clusters Score -2774167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2774183.000000 Penalty: 4934.318359
	Iteration 23Q: 3 clusters Score -2774183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2774188.000000 Penalty: 4934.318359
	Iteration 24Q: 3 clusters Score -2774188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2774194.500000 Penalty: 4934.318359
	Iteration 25Q: 3 clusters Score -2774194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2774199.000000 Penalty: 4934.318359
	Iteration 26Q: 3 clusters Score -2774199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2774200.000000 Penalty: 4934.318359
	Iteration 27Q: 3 clusters Score -2774200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2774201.250000 Penalty: 4934.318359
	Iteration 28Q: 3 clusters Score -2774201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2774201.000000 Penalty: 4934.318359
	Iteration 29Q: 3 clusters Score -2774201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2774201.750000 Penalty: 4934.318359
	Iteration 30Q: 3 clusters Score -2774202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2774201.750000 Penalty: 4934.318359
	Iteration 31F: 3 clusters Score -2774202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (177098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177098 members 
Entering Unmasked Estep 
Score: -24314430.000000 Penalty: 2996.945557
	Iteration 0F: 2 clusters Score -2.431443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88439 members 
Mstep: Class 2 contains 88659 members 
Entering Unmasked Estep 
Score: -24198602.000000 Penalty: 5993.891113
	Iteration 0F: 3 clusters Score -2.41986e+07 nChanged 84947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86746 members 
Mstep: Class 2 contains 90352 members 
Entering Unmasked Estep 
Score: -24248812.000000 Penalty: 5993.891113
	Iteration 1F: 3 clusters Score -2.424881e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 91502 members 
Entering Unmasked Estep 
Score: -24250334.000000 Penalty: 5993.891113
	Iteration 2Q: 3 clusters Score -2.425033e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83844 members 
Mstep: Class 2 contains 93254 members 
Entering Unmasked Estep 
Score: -24252112.000000 Penalty: 5993.891113
	Iteration 3Q: 3 clusters Score -2.425211e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81241 members 
Mstep: Class 2 contains 95857 members 
Entering Unmasked Estep 
Score: -24254654.000000 Penalty: 5993.891113
	Iteration 4Q: 3 clusters Score -2.425465e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77687 members 
Mstep: Class 2 contains 99411 members 
Entering Unmasked Estep 
Score: -24258196.000000 Penalty: 5993.891113
	Iteration 5Q: 3 clusters Score -2.42582e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72853 members 
Mstep: Class 2 contains 104245 members 
Entering Unmasked Estep 
Score: -24263266.000000 Penalty: 5993.891113
	Iteration 6F: 3 clusters Score -2.426327e+07 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66960 members 
Mstep: Class 2 contains 110138 members 
Entering Unmasked Estep 
Score: -24270066.000000 Penalty: 5993.891113
	Iteration 7F: 3 clusters Score -2.427007e+07 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60705 members 
Mstep: Class 2 contains 116393 members 
Entering Unmasked Estep 
Score: -24277706.000000 Penalty: 5993.891113
	Iteration 8F: 3 clusters Score -2.427771e+07 nChanged 10459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 121814 members 
Entering Unmasked Estep 
Score: -24285322.000000 Penalty: 5993.891113
	Iteration 9F: 3 clusters Score -2.428532e+07 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 126092 members 
Entering Unmasked Estep 
Score: -24290798.000000 Penalty: 5993.891113
	Iteration 10Q: 3 clusters Score -2.42908e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 129456 members 
Entering Unmasked Estep 
Score: -24293894.000000 Penalty: 5993.891113
	Iteration 11Q: 3 clusters Score -2.429389e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 132436 members 
Entering Unmasked Estep 
Score: -24295530.000000 Penalty: 5993.891113
	Iteration 12Q: 3 clusters Score -2.429553e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 135363 members 
Entering Unmasked Estep 
Score: -24296810.000000 Penalty: 5993.891113
	Iteration 13Q: 3 clusters Score -2.429681e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 138430 members 
Entering Unmasked Estep 
Score: -24298188.000000 Penalty: 5993.891113
	Iteration 14Q: 3 clusters Score -2.429819e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 141586 members 
Entering Unmasked Estep 
Score: -24299340.000000 Penalty: 5993.891113
	Iteration 15Q: 3 clusters Score -2.429934e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 144683 members 
Entering Unmasked Estep 
Score: -24300800.000000 Penalty: 5993.891113
	Iteration 16Q: 3 clusters Score -2.43008e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 147783 members 
Entering Unmasked Estep 
Score: -24302090.000000 Penalty: 5993.891113
	Iteration 17Q: 3 clusters Score -2.430209e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 150812 members 
Entering Unmasked Estep 
Score: -24303246.000000 Penalty: 5993.891113
	Iteration 18Q: 3 clusters Score -2.430325e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 153717 members 
Entering Unmasked Estep 
Score: -24304180.000000 Penalty: 5993.891113
	Iteration 19Q: 3 clusters Score -2.430418e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 156379 members 
Entering Unmasked Estep 
Score: -24305300.000000 Penalty: 5993.891113
	Iteration 20F: 3 clusters Score -2.43053e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 158870 members 
Entering Unmasked Estep 
Score: -24306220.000000 Penalty: 5993.891113
	Iteration 21Q: 3 clusters Score -2.430622e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 161054 members 
Entering Unmasked Estep 
Score: -24307090.000000 Penalty: 5993.891113
	Iteration 22Q: 3 clusters Score -2.430709e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 163086 members 
Entering Unmasked Estep 
Score: -24307728.000000 Penalty: 5993.891113
	Iteration 23Q: 3 clusters Score -2.430773e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 164900 members 
Entering Unmasked Estep 
Score: -24308244.000000 Penalty: 5993.891113
	Iteration 24Q: 3 clusters Score -2.430824e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 166472 members 
Entering Unmasked Estep 
Score: -24308906.000000 Penalty: 5993.891113
	Iteration 25Q: 3 clusters Score -2.430891e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 167807 members 
Entering Unmasked Estep 
Score: -24309406.000000 Penalty: 5993.891113
	Iteration 26Q: 3 clusters Score -2.430941e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 168980 members 
Entering Unmasked Estep 
Score: -24309788.000000 Penalty: 5993.891113
	Iteration 27Q: 3 clusters Score -2.430979e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 169975 members 
Entering Unmasked Estep 
Score: -24310124.000000 Penalty: 5993.891113
	Iteration 28Q: 3 clusters Score -2.431012e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 170809 members 
Entering Unmasked Estep 
Score: -24310342.000000 Penalty: 5993.891113
	Iteration 29Q: 3 clusters Score -2.431034e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 171519 members 
Entering Unmasked Estep 
Score: -24310578.000000 Penalty: 5993.891113
	Iteration 30Q: 3 clusters Score -2.431058e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 172113 members 
Entering Unmasked Estep 
Score: -24310738.000000 Penalty: 5993.891113
	Iteration 31Q: 3 clusters Score -2.431074e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 172603 members 
Entering Unmasked Estep 
Score: -24311002.000000 Penalty: 5993.891113
	Iteration 32Q: 3 clusters Score -2.4311e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 173028 members 
Entering Unmasked Estep 
Score: -24311056.000000 Penalty: 5993.891113
	Iteration 33Q: 3 clusters Score -2.431106e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 173386 members 
Entering Unmasked Estep 
Score: -24311210.000000 Penalty: 5993.891113
	Iteration 34Q: 3 clusters Score -2.431121e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 173664 members 
Entering Unmasked Estep 
Score: -24311284.000000 Penalty: 5993.891113
	Iteration 35Q: 3 clusters Score -2.431128e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 173873 members 
Entering Unmasked Estep 
Score: -24311284.000000 Penalty: 5993.891113
	Iteration 36Q: 3 clusters Score -2.431128e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 174064 members 
Entering Unmasked Estep 
Score: -24311374.000000 Penalty: 5993.891113
	Iteration 37Q: 3 clusters Score -2.431137e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 174234 members 
Entering Unmasked Estep 
Score: -24311436.000000 Penalty: 5993.891113
	Iteration 38Q: 3 clusters Score -2.431144e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 174396 members 
Entering Unmasked Estep 
Score: -24311532.000000 Penalty: 5993.891113
	Iteration 39Q: 3 clusters Score -2.431153e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 174528 members 
Entering Unmasked Estep 
Score: -24311564.000000 Penalty: 5993.891113
	Iteration 40F: 3 clusters Score -2.431156e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 174636 members 
Entering Unmasked Estep 
Score: -24311606.000000 Penalty: 5993.891113
	Iteration 41Q: 3 clusters Score -2.431161e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 174730 members 
Entering Unmasked Estep 
Score: -24311622.000000 Penalty: 5993.891113
	Iteration 42Q: 3 clusters Score -2.431162e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 174820 members 
Entering Unmasked Estep 
Score: -24311652.000000 Penalty: 5993.891113
	Iteration 43Q: 3 clusters Score -2.431165e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 174881 members 
Entering Unmasked Estep 
Score: -24311668.000000 Penalty: 5993.891113
	Iteration 44Q: 3 clusters Score -2.431167e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 174938 members 
Entering Unmasked Estep 
Score: -24311722.000000 Penalty: 5993.891113
	Iteration 45Q: 3 clusters Score -2.431172e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 174988 members 
Entering Unmasked Estep 
Score: -24311704.000000 Penalty: 5993.891113
	Iteration 46Q: 3 clusters Score -2.43117e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 175032 members 
Entering Unmasked Estep 
Score: -24311704.000000 Penalty: 5993.891113
	Iteration 47Q: 3 clusters Score -2.43117e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 175071 members 
Entering Unmasked Estep 
Score: -24311728.000000 Penalty: 5993.891113
	Iteration 48Q: 3 clusters Score -2.431173e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 175113 members 
Entering Unmasked Estep 
Score: -24311748.000000 Penalty: 5993.891113
	Iteration 49Q: 3 clusters Score -2.431175e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 175147 members 
Entering Unmasked Estep 
Score: -24311746.000000 Penalty: 5993.891113
	Iteration 50Q: 3 clusters Score -2.431175e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 175176 members 
Entering Unmasked Estep 
Score: -24311738.000000 Penalty: 5993.891113
	Iteration 51Q: 3 clusters Score -2.431174e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 175194 members 
Entering Unmasked Estep 
Score: -24311752.000000 Penalty: 5993.891113
	Iteration 52Q: 3 clusters Score -2.431175e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 175213 members 
Entering Unmasked Estep 
Score: -24311750.000000 Penalty: 5993.891113
	Iteration 53Q: 3 clusters Score -2.431175e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 175233 members 
Entering Unmasked Estep 
Score: -24311780.000000 Penalty: 5993.891113
	Iteration 54Q: 3 clusters Score -2.431178e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 175256 members 
Entering Unmasked Estep 
Score: -24311784.000000 Penalty: 5993.891113
	Iteration 55Q: 3 clusters Score -2.431178e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 175278 members 
Entering Unmasked Estep 
Score: -24311780.000000 Penalty: 5993.891113
	Iteration 56Q: 3 clusters Score -2.431178e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 175297 members 
Entering Unmasked Estep 
Score: -24311770.000000 Penalty: 5993.891113
	Iteration 57Q: 3 clusters Score -2.431177e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 175318 members 
Entering Unmasked Estep 
Score: -24311770.000000 Penalty: 5993.891113
	Iteration 58Q: 3 clusters Score -2.431177e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 175331 members 
Entering Unmasked Estep 
Score: -24311772.000000 Penalty: 5993.891113
	Iteration 59Q: 3 clusters Score -2.431177e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 175345 members 
Entering Unmasked Estep 
Score: -24311798.000000 Penalty: 5993.891113
	Iteration 60F: 3 clusters Score -2.43118e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 175361 members 
Entering Unmasked Estep 
Score: -24311806.000000 Penalty: 5993.891113
	Iteration 61Q: 3 clusters Score -2.431181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 175369 members 
Entering Unmasked Estep 
Score: -24311804.000000 Penalty: 5993.891113
	Iteration 62Q: 3 clusters Score -2.43118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 175381 members 
Entering Unmasked Estep 
Score: -24311826.000000 Penalty: 5993.891113
	Iteration 63Q: 3 clusters Score -2.431183e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 175393 members 
Entering Unmasked Estep 
Score: -24311822.000000 Penalty: 5993.891113
	Iteration 64Q: 3 clusters Score -2.431182e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 175407 members 
Entering Unmasked Estep 
Score: -24311832.000000 Penalty: 5993.891113
	Iteration 65Q: 3 clusters Score -2.431183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 175417 members 
Entering Unmasked Estep 
Score: -24311828.000000 Penalty: 5993.891113
	Iteration 66Q: 3 clusters Score -2.431183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 175424 members 
Entering Unmasked Estep 
Score: -24311844.000000 Penalty: 5993.891113
	Iteration 67Q: 3 clusters Score -2.431184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 175429 members 
Entering Unmasked Estep 
Score: -24311850.000000 Penalty: 5993.891113
	Iteration 68Q: 3 clusters Score -2.431185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 175433 members 
Entering Unmasked Estep 
Score: -24311848.000000 Penalty: 5993.891113
	Iteration 69Q: 3 clusters Score -2.431185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 175435 members 
Entering Unmasked Estep 
Score: -24311864.000000 Penalty: 5993.891113
	Iteration 70Q: 3 clusters Score -2.431186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 175439 members 
Entering Unmasked Estep 
Score: -24311858.000000 Penalty: 5993.891113
	Iteration 71Q: 3 clusters Score -2.431186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 175441 members 
Entering Unmasked Estep 
Score: -24311874.000000 Penalty: 5993.891113
	Iteration 72Q: 3 clusters Score -2.431187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 175441 members 
Entering Unmasked Estep 
Score: -24311868.000000 Penalty: 5993.891113
	Iteration 73Q: 3 clusters Score -2.431187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 175442 members 
Entering Unmasked Estep 
Score: -24311876.000000 Penalty: 5993.891113
	Iteration 74Q: 3 clusters Score -2.431188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 175442 members 
Entering Unmasked Estep 
Score: -24311880.000000 Penalty: 5993.891113
	Iteration 75Q: 3 clusters Score -2.431188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 175444 members 
Entering Unmasked Estep 
Score: -24311870.000000 Penalty: 5993.891113
	Iteration 76Q: 3 clusters Score -2.431187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 175448 members 
Entering Unmasked Estep 
Score: -24311876.000000 Penalty: 5993.891113
	Iteration 77Q: 3 clusters Score -2.431188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 175452 members 
Entering Unmasked Estep 
Score: -24311870.000000 Penalty: 5993.891113
	Iteration 78Q: 3 clusters Score -2.431187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 175458 members 
Entering Unmasked Estep 
Score: -24311876.000000 Penalty: 5993.891113
	Iteration 79Q: 3 clusters Score -2.431188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 175459 members 
Entering Unmasked Estep 
Score: -24311864.000000 Penalty: 5993.891113
	Iteration 80F: 3 clusters Score -2.431186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 175459 members 
Entering Unmasked Estep 
Score: -24311860.000000 Penalty: 5993.891113
	Iteration 81Q: 3 clusters Score -2.431186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 175463 members 
Entering Unmasked Estep 
Score: -24311852.000000 Penalty: 5993.891113
	Iteration 82Q: 3 clusters Score -2.431185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 175468 members 
Entering Unmasked Estep 
Score: -24311858.000000 Penalty: 5993.891113
	Iteration 83Q: 3 clusters Score -2.431186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 175468 members 
Entering Unmasked Estep 
Score: -24311858.000000 Penalty: 5993.891113
	Iteration 84F: 3 clusters Score -2.431186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67621 members 
Entering Unmasked Estep 
Score: -9337755.000000 Penalty: 2758.175049
	Iteration 0F: 2 clusters Score -9337755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -9292367.000000 Penalty: 5516.350098
	Iteration 0F: 3 clusters Score -9292367 nChanged 31294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -9309808.000000 Penalty: 5516.350098
	Iteration 1F: 3 clusters Score -9309808 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -9310254.000000 Penalty: 5516.350098
	Iteration 2Q: 3 clusters Score -9310254 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -9310724.000000 Penalty: 5516.350098
	Iteration 3Q: 3 clusters Score -9310724 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -9311194.000000 Penalty: 5516.350098
	Iteration 4Q: 3 clusters Score -9311194 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -9311845.000000 Penalty: 5516.350098
	Iteration 5Q: 3 clusters Score -9311845 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -9312690.000000 Penalty: 5516.350098
	Iteration 6Q: 3 clusters Score -9312690 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -9313870.000000 Penalty: 5516.350098
	Iteration 7Q: 3 clusters Score -9313870 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -9315349.000000 Penalty: 5516.350098
	Iteration 8Q: 3 clusters Score -9315349 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -9317234.000000 Penalty: 5516.350098
	Iteration 9Q: 3 clusters Score -9317234 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -9319631.000000 Penalty: 5516.350098
	Iteration 10F: 3 clusters Score -9319631 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -9322426.000000 Penalty: 5516.350098
	Iteration 11F: 3 clusters Score -9322426 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -9324926.000000 Penalty: 5516.350098
	Iteration 12F: 3 clusters Score -9324926 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -9326461.000000 Penalty: 5516.350098
	Iteration 13Q: 3 clusters Score -9326461 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -9327162.000000 Penalty: 5516.350098
	Iteration 14Q: 3 clusters Score -9327162 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -9327531.000000 Penalty: 5516.350098
	Iteration 15Q: 3 clusters Score -9327531 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -9327726.000000 Penalty: 5516.350098
	Iteration 16Q: 3 clusters Score -9327726 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -9327930.000000 Penalty: 5516.350098
	Iteration 17Q: 3 clusters Score -9327930 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -9328107.000000 Penalty: 5516.350098
	Iteration 18Q: 3 clusters Score -9328107 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -9328247.000000 Penalty: 5516.350098
	Iteration 19Q: 3 clusters Score -9328247 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -9328395.000000 Penalty: 5516.350098
	Iteration 20F: 3 clusters Score -9328395 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -9328494.000000 Penalty: 5516.350098
	Iteration 21Q: 3 clusters Score -9328494 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -9328603.000000 Penalty: 5516.350098
	Iteration 22Q: 3 clusters Score -9328603 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -9328760.000000 Penalty: 5516.350098
	Iteration 23Q: 3 clusters Score -9328760 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -9328938.000000 Penalty: 5516.350098
	Iteration 24Q: 3 clusters Score -9328938 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -9329084.000000 Penalty: 5516.350098
	Iteration 25Q: 3 clusters Score -9329084 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -9329240.000000 Penalty: 5516.350098
	Iteration 26Q: 3 clusters Score -9329240 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -9329395.000000 Penalty: 5516.350098
	Iteration 27Q: 3 clusters Score -9329395 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -9329574.000000 Penalty: 5516.350098
	Iteration 28Q: 3 clusters Score -9329574 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -9329755.000000 Penalty: 5516.350098
	Iteration 29Q: 3 clusters Score -9329755 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -9329977.000000 Penalty: 5516.350098
	Iteration 30Q: 3 clusters Score -9329977 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -9330230.000000 Penalty: 5516.350098
	Iteration 31Q: 3 clusters Score -9330230 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -9330421.000000 Penalty: 5516.350098
	Iteration 32Q: 3 clusters Score -9330421 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54409 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -9330648.000000 Penalty: 5516.350098
	Iteration 33Q: 3 clusters Score -9330648 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -9330812.000000 Penalty: 5516.350098
	Iteration 34Q: 3 clusters Score -9330812 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -9331061.000000 Penalty: 5516.350098
	Iteration 35Q: 3 clusters Score -9331061 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -9331298.000000 Penalty: 5516.350098
	Iteration 36Q: 3 clusters Score -9331298 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57481 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -9331604.000000 Penalty: 5516.350098
	Iteration 37Q: 3 clusters Score -9331604 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58317 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -9331860.000000 Penalty: 5516.350098
	Iteration 38Q: 3 clusters Score -9331860 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -9332177.000000 Penalty: 5516.350098
	Iteration 39Q: 3 clusters Score -9332177 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59961 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -9332461.000000 Penalty: 5516.350098
	Iteration 40F: 3 clusters Score -9332461 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60786 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -9332828.000000 Penalty: 5516.350098
	Iteration 41Q: 3 clusters Score -9332828 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61572 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -9333139.000000 Penalty: 5516.350098
	Iteration 42Q: 3 clusters Score -9333139 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -9333441.000000 Penalty: 5516.350098
	Iteration 43Q: 3 clusters Score -9333441 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -9333659.000000 Penalty: 5516.350098
	Iteration 44Q: 3 clusters Score -9333659 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63528 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -9333893.000000 Penalty: 5516.350098
	Iteration 45Q: 3 clusters Score -9333893 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64064 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -9334104.000000 Penalty: 5516.350098
	Iteration 46Q: 3 clusters Score -9334104 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64488 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -9334281.000000 Penalty: 5516.350098
	Iteration 47Q: 3 clusters Score -9334281 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64848 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -9334477.000000 Penalty: 5516.350098
	Iteration 48Q: 3 clusters Score -9334477 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65177 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -9334623.000000 Penalty: 5516.350098
	Iteration 49Q: 3 clusters Score -9334623 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65452 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -9334772.000000 Penalty: 5516.350098
	Iteration 50Q: 3 clusters Score -9334772 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65682 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -9334878.000000 Penalty: 5516.350098
	Iteration 51Q: 3 clusters Score -9334878 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65828 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -9334934.000000 Penalty: 5516.350098
	Iteration 52Q: 3 clusters Score -9334934 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65958 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -9334997.000000 Penalty: 5516.350098
	Iteration 53Q: 3 clusters Score -9334997 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66071 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -9335030.000000 Penalty: 5516.350098
	Iteration 54Q: 3 clusters Score -9335030 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66161 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -9335067.000000 Penalty: 5516.350098
	Iteration 55Q: 3 clusters Score -9335067 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66242 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -9335087.000000 Penalty: 5516.350098
	Iteration 56Q: 3 clusters Score -9335087 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -9335112.000000 Penalty: 5516.350098
	Iteration 57Q: 3 clusters Score -9335112 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -9335146.000000 Penalty: 5516.350098
	Iteration 58Q: 3 clusters Score -9335146 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66428 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -9335175.000000 Penalty: 5516.350098
	Iteration 59Q: 3 clusters Score -9335175 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66471 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -9335203.000000 Penalty: 5516.350098
	Iteration 60F: 3 clusters Score -9335203 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66510 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -9335213.000000 Penalty: 5516.350098
	Iteration 61Q: 3 clusters Score -9335213 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66538 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -9335232.000000 Penalty: 5516.350098
	Iteration 62Q: 3 clusters Score -9335232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66574 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -9335260.000000 Penalty: 5516.350098
	Iteration 63Q: 3 clusters Score -9335260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -9335284.000000 Penalty: 5516.350098
	Iteration 64Q: 3 clusters Score -9335284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66639 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -9335304.000000 Penalty: 5516.350098
	Iteration 65Q: 3 clusters Score -9335304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66669 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -9335333.000000 Penalty: 5516.350098
	Iteration 66Q: 3 clusters Score -9335333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66688 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -9335341.000000 Penalty: 5516.350098
	Iteration 67Q: 3 clusters Score -9335341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66703 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -9335347.000000 Penalty: 5516.350098
	Iteration 68Q: 3 clusters Score -9335347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66716 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -9335357.000000 Penalty: 5516.350098
	Iteration 69Q: 3 clusters Score -9335357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66729 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -9335377.000000 Penalty: 5516.350098
	Iteration 70Q: 3 clusters Score -9335377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66745 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9335373.000000 Penalty: 5516.350098
	Iteration 71Q: 3 clusters Score -9335373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66764 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -9335377.000000 Penalty: 5516.350098
	Iteration 72Q: 3 clusters Score -9335377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66781 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9335390.000000 Penalty: 5516.350098
	Iteration 73Q: 3 clusters Score -9335390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66799 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9335395.000000 Penalty: 5516.350098
	Iteration 74Q: 3 clusters Score -9335395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66818 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -9335413.000000 Penalty: 5516.350098
	Iteration 75Q: 3 clusters Score -9335413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66829 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9335424.000000 Penalty: 5516.350098
	Iteration 76Q: 3 clusters Score -9335424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66842 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9335430.000000 Penalty: 5516.350098
	Iteration 77Q: 3 clusters Score -9335430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66851 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9335442.000000 Penalty: 5516.350098
	Iteration 78Q: 3 clusters Score -9335442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66861 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9335447.000000 Penalty: 5516.350098
	Iteration 79Q: 3 clusters Score -9335447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66868 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9335448.000000 Penalty: 5516.350098
	Iteration 80F: 3 clusters Score -9335448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66881 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9335460.000000 Penalty: 5516.350098
	Iteration 81Q: 3 clusters Score -9335460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66889 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -9335483.000000 Penalty: 5516.350098
	Iteration 82Q: 3 clusters Score -9335483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66895 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9335484.000000 Penalty: 5516.350098
	Iteration 83Q: 3 clusters Score -9335484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66898 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9335484.000000 Penalty: 5516.350098
	Iteration 84Q: 3 clusters Score -9335484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66900 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9335484.000000 Penalty: 5516.350098
	Iteration 85Q: 3 clusters Score -9335484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66902 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9335479.000000 Penalty: 5516.350098
	Iteration 86Q: 3 clusters Score -9335479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66904 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9335485.000000 Penalty: 5516.350098
	Iteration 87Q: 3 clusters Score -9335485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9335485.000000 Penalty: 5516.350098
	Iteration 88Q: 3 clusters Score -9335485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9335485.000000 Penalty: 5516.350098
	Iteration 89F: 3 clusters Score -9335485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Entering Unmasked Estep 
Score: -1879805.750000 Penalty: 2358.810791
	Iteration 0F: 2 clusters Score -1879806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1869970.500000 Penalty: 4717.621582
	Iteration 0F: 3 clusters Score -1869970 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1872943.250000 Penalty: 4717.621582
	Iteration 1F: 3 clusters Score -1872943 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1873304.375000 Penalty: 4717.621582
	Iteration 2F: 3 clusters Score -1873304 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1873604.125000 Penalty: 4717.621582
	Iteration 3F: 3 clusters Score -1873604 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1873895.250000 Penalty: 4717.621582
	Iteration 4Q: 3 clusters Score -1873895 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1874251.250000 Penalty: 4717.621582
	Iteration 5Q: 3 clusters Score -1874251 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1874658.875000 Penalty: 4717.621582
	Iteration 6F: 3 clusters Score -1874659 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1875172.250000 Penalty: 4717.621582
	Iteration 7F: 3 clusters Score -1875172 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1875787.750000 Penalty: 4717.621582
	Iteration 8F: 3 clusters Score -1875788 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1876435.625000 Penalty: 4717.621582
	Iteration 9F: 3 clusters Score -1876436 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1876936.875000 Penalty: 4717.621582
	Iteration 10Q: 3 clusters Score -1876937 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1877248.875000 Penalty: 4717.621582
	Iteration 11Q: 3 clusters Score -1877249 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1877459.750000 Penalty: 4717.621582
	Iteration 12Q: 3 clusters Score -1877460 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1877599.625000 Penalty: 4717.621582
	Iteration 13Q: 3 clusters Score -1877600 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1877684.750000 Penalty: 4717.621582
	Iteration 14Q: 3 clusters Score -1877685 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1877729.750000 Penalty: 4717.621582
	Iteration 15Q: 3 clusters Score -1877730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1877764.375000 Penalty: 4717.621582
	Iteration 16Q: 3 clusters Score -1877764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1877786.125000 Penalty: 4717.621582
	Iteration 17Q: 3 clusters Score -1877786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1877804.500000 Penalty: 4717.621582
	Iteration 18Q: 3 clusters Score -1877804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1877815.625000 Penalty: 4717.621582
	Iteration 19Q: 3 clusters Score -1877816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1877821.375000 Penalty: 4717.621582
	Iteration 20F: 3 clusters Score -1877821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1877825.500000 Penalty: 4717.621582
	Iteration 21Q: 3 clusters Score -1877826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1877828.750000 Penalty: 4717.621582
	Iteration 22Q: 3 clusters Score -1877829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1877830.625000 Penalty: 4717.621582
	Iteration 23Q: 3 clusters Score -1877831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1877837.875000 Penalty: 4717.621582
	Iteration 24Q: 3 clusters Score -1877838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1877837.125000 Penalty: 4717.621582
	Iteration 25Q: 3 clusters Score -1877837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1877841.625000 Penalty: 4717.621582
	Iteration 26Q: 3 clusters Score -1877842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1877843.000000 Penalty: 4717.621582
	Iteration 27Q: 3 clusters Score -1877843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1877849.500000 Penalty: 4717.621582
	Iteration 28Q: 3 clusters Score -1877850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1877850.875000 Penalty: 4717.621582
	Iteration 29Q: 3 clusters Score -1877851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1877850.875000 Penalty: 4717.621582
	Iteration 30Q: 3 clusters Score -1877851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1877851.375000 Penalty: 4717.621582
	Iteration 31Q: 3 clusters Score -1877851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1877851.375000 Penalty: 4717.621582
	Iteration 32F: 3 clusters Score -1877851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -63550.210938 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -63550.21 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 271 members 
Entering Unmasked Estep 
Score: -62037.652344 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -62037.65 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62278.406250 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -62278.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -62392.929688 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -62392.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -62490.792969 Penalty: 3124.278809
	Iteration 3F: 3 clusters Score -62490.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62572.578125 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -62572.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62686.781250 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -62686.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62798.011719 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -62798.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63015.503906 Penalty: 3124.278809
	Iteration 7F: 3 clusters Score -63015.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63307.363281 Penalty: 3124.278809
	Iteration 8F: 3 clusters Score -63307.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63508.175781 Penalty: 3124.278809
	Iteration 9F: 3 clusters Score -63508.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63747.074219 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -63747.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63826.261719 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -63826.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63992.082031 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -63992.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64219.359375 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -64219.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64219.359375 Penalty: 3124.278809
	Iteration 14F: 3 clusters Score -64219.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210978 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155477 members 
Mstep: Class 5 contains 14817 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 278 members 
Mstep: Class 8 contains 53727 members 
Mstep: Class 9 contains 109098 members 
Mstep: Class 10 contains 20915 members 
Mstep: Class 11 contains 177098 members 
Mstep: Class 14 contains 67621 members 
Mstep: Class 19 contains 13512 members 
Mstep: Class 20 contains 266 members 
Mstep: Class 21 contains 31577 members 
Entering Unmasked Estep 
Score: -116079824.000000 Penalty: 50824.945312
Splitting cluster 20 changes total score from -116080936.000000 to -116079824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (31577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Entering Unmasked Estep 
Score: -4291025.000000 Penalty: 2569.325684
	Iteration 0F: 2 clusters Score -4291025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -4269223.000000 Penalty: 5138.651367
	Iteration 0F: 3 clusters Score -4269223 nChanged 14371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -4277186.500000 Penalty: 5138.651367
	Iteration 1F: 3 clusters Score -4277186 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -4277566.500000 Penalty: 5138.651367
	Iteration 2Q: 3 clusters Score -4277566 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -4277865.500000 Penalty: 5138.651367
	Iteration 3Q: 3 clusters Score -4277866 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -4278106.500000 Penalty: 5138.651367
	Iteration 4Q: 3 clusters Score -4278106 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -4278316.000000 Penalty: 5138.651367
	Iteration 5Q: 3 clusters Score -4278316 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -4278548.500000 Penalty: 5138.651367
	Iteration 6Q: 3 clusters Score -4278548 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -4278875.500000 Penalty: 5138.651367
	Iteration 7Q: 3 clusters Score -4278876 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -4279288.000000 Penalty: 5138.651367
	Iteration 8Q: 3 clusters Score -4279288 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -4279925.000000 Penalty: 5138.651367
	Iteration 9Q: 3 clusters Score -4279925 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -4280894.000000 Penalty: 5138.651367
	Iteration 10F: 3 clusters Score -4280894 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -4282279.500000 Penalty: 5138.651367
	Iteration 11F: 3 clusters Score -4282280 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -4283955.500000 Penalty: 5138.651367
	Iteration 12F: 3 clusters Score -4283956 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -4285693.500000 Penalty: 5138.651367
	Iteration 13F: 3 clusters Score -4285694 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -4287155.500000 Penalty: 5138.651367
	Iteration 14Q: 3 clusters Score -4287156 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -4288063.500000 Penalty: 5138.651367
	Iteration 15Q: 3 clusters Score -4288064 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -4288408.500000 Penalty: 5138.651367
	Iteration 16Q: 3 clusters Score -4288408 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -4288588.500000 Penalty: 5138.651367
	Iteration 17Q: 3 clusters Score -4288588 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -4288662.500000 Penalty: 5138.651367
	Iteration 18Q: 3 clusters Score -4288662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -4288705.000000 Penalty: 5138.651367
	Iteration 19Q: 3 clusters Score -4288705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -4288727.000000 Penalty: 5138.651367
	Iteration 20F: 3 clusters Score -4288727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -4288740.000000 Penalty: 5138.651367
	Iteration 21Q: 3 clusters Score -4288740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -4288745.500000 Penalty: 5138.651367
	Iteration 22Q: 3 clusters Score -4288746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -4288754.000000 Penalty: 5138.651367
	Iteration 23Q: 3 clusters Score -4288754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -4288755.500000 Penalty: 5138.651367
	Iteration 24Q: 3 clusters Score -4288756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -4288761.000000 Penalty: 5138.651367
	Iteration 25Q: 3 clusters Score -4288761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -4288761.000000 Penalty: 5138.651367
	Iteration 26F: 3 clusters Score -4288761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210978 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155477 members 
Mstep: Class 5 contains 14817 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53727 members 
Mstep: Class 9 contains 109098 members 
Mstep: Class 10 contains 20915 members 
Mstep: Class 11 contains 177098 members 
Mstep: Class 14 contains 67621 members 
Mstep: Class 19 contains 13512 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080992.000000 Penalty: 47436.613281
Iteration 319Q: 15 clusters Score -1.16081e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210972 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155491 members 
Mstep: Class 5 contains 14819 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53728 members 
Mstep: Class 9 contains 109088 members 
Mstep: Class 10 contains 20914 members 
Mstep: Class 11 contains 177094 members 
Mstep: Class 14 contains 67623 members 
Mstep: Class 19 contains 13513 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080984.000000 Penalty: 47436.613281
Iteration 320F: 15 clusters Score -1.16081e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210967 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155502 members 
Mstep: Class 5 contains 14819 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53727 members 
Mstep: Class 9 contains 109080 members 
Mstep: Class 10 contains 20912 members 
Mstep: Class 11 contains 177096 members 
Mstep: Class 14 contains 67625 members 
Mstep: Class 19 contains 13512 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080928.000000 Penalty: 47436.613281
Iteration 321Q: 15 clusters Score -1.160809e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210962 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155503 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53727 members 
Mstep: Class 9 contains 109081 members 
Mstep: Class 10 contains 20910 members 
Mstep: Class 11 contains 177100 members 
Mstep: Class 14 contains 67627 members 
Mstep: Class 19 contains 13510 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080944.000000 Penalty: 47436.613281
Iteration 322Q: 15 clusters Score -1.160809e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210955 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155508 members 
Mstep: Class 5 contains 14819 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53727 members 
Mstep: Class 9 contains 109071 members 
Mstep: Class 10 contains 20907 members 
Mstep: Class 11 contains 177108 members 
Mstep: Class 14 contains 67629 members 
Mstep: Class 19 contains 13511 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080920.000000 Penalty: 47436.613281
Iteration 323Q: 15 clusters Score -1.160809e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210953 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155511 members 
Mstep: Class 5 contains 14819 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53726 members 
Mstep: Class 9 contains 109057 members 
Mstep: Class 10 contains 20904 members 
Mstep: Class 11 contains 177119 members 
Mstep: Class 14 contains 67630 members 
Mstep: Class 19 contains 13513 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080952.000000 Penalty: 47436.613281
Iteration 324Q: 15 clusters Score -1.16081e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210949 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155518 members 
Mstep: Class 5 contains 14819 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53727 members 
Mstep: Class 9 contains 109047 members 
Mstep: Class 10 contains 20903 members 
Mstep: Class 11 contains 177126 members 
Mstep: Class 14 contains 67631 members 
Mstep: Class 19 contains 13511 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080968.000000 Penalty: 47436.613281
Iteration 325Q: 15 clusters Score -1.16081e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210947 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155529 members 
Mstep: Class 5 contains 14819 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53727 members 
Mstep: Class 9 contains 109037 members 
Mstep: Class 10 contains 20901 members 
Mstep: Class 11 contains 177128 members 
Mstep: Class 14 contains 67631 members 
Mstep: Class 19 contains 13511 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080976.000000 Penalty: 47436.613281
Iteration 326Q: 15 clusters Score -1.16081e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210945 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155541 members 
Mstep: Class 5 contains 14819 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53729 members 
Mstep: Class 9 contains 109026 members 
Mstep: Class 10 contains 20900 members 
Mstep: Class 11 contains 177127 members 
Mstep: Class 14 contains 67631 members 
Mstep: Class 19 contains 13511 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080928.000000 Penalty: 47436.613281
Iteration 327Q: 15 clusters Score -1.160809e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210945 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155546 members 
Mstep: Class 5 contains 14820 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53731 members 
Mstep: Class 9 contains 109024 members 
Mstep: Class 10 contains 20898 members 
Mstep: Class 11 contains 177124 members 
Mstep: Class 14 contains 67630 members 
Mstep: Class 19 contains 13510 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081000.000000 Penalty: 47436.613281
Iteration 328Q: 15 clusters Score -1.16081e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210941 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155556 members 
Mstep: Class 5 contains 14820 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53733 members 
Mstep: Class 9 contains 109015 members 
Mstep: Class 10 contains 20897 members 
Mstep: Class 11 contains 177120 members 
Mstep: Class 14 contains 67634 members 
Mstep: Class 19 contains 13510 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081056.000000 Penalty: 47436.613281
Iteration 329Q: 15 clusters Score -1.160811e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210938 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155567 members 
Mstep: Class 5 contains 14820 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53732 members 
Mstep: Class 9 contains 109010 members 
Mstep: Class 10 contains 20896 members 
Mstep: Class 11 contains 177111 members 
Mstep: Class 14 contains 67641 members 
Mstep: Class 19 contains 13510 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081096.000000 Penalty: 47436.613281
Iteration 330Q: 15 clusters Score -1.160811e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210928 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155577 members 
Mstep: Class 5 contains 14821 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53734 members 
Mstep: Class 9 contains 109004 members 
Mstep: Class 10 contains 20892 members 
Mstep: Class 11 contains 177112 members 
Mstep: Class 14 contains 67645 members 
Mstep: Class 19 contains 13509 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081088.000000 Penalty: 47436.613281
Iteration 331Q: 15 clusters Score -1.160811e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210921 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155591 members 
Mstep: Class 5 contains 14821 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53734 members 
Mstep: Class 9 contains 109001 members 
Mstep: Class 10 contains 20889 members 
Mstep: Class 11 contains 177104 members 
Mstep: Class 14 contains 67649 members 
Mstep: Class 19 contains 13509 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081088.000000 Penalty: 47436.613281
Iteration 332Q: 15 clusters Score -1.160811e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210917 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155604 members 
Mstep: Class 5 contains 14823 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53733 members 
Mstep: Class 9 contains 108997 members 
Mstep: Class 10 contains 20884 members 
Mstep: Class 11 contains 177100 members 
Mstep: Class 14 contains 67648 members 
Mstep: Class 19 contains 13509 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081016.000000 Penalty: 47436.613281
Iteration 333Q: 15 clusters Score -1.16081e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210925 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155611 members 
Mstep: Class 5 contains 14822 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53735 members 
Mstep: Class 9 contains 108994 members 
Mstep: Class 10 contains 20878 members 
Mstep: Class 11 contains 177085 members 
Mstep: Class 14 contains 67650 members 
Mstep: Class 19 contains 13509 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080920.000000 Penalty: 47436.613281
Iteration 334Q: 15 clusters Score -1.160809e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210924 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155617 members 
Mstep: Class 5 contains 14820 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53736 members 
Mstep: Class 9 contains 108986 members 
Mstep: Class 10 contains 20873 members 
Mstep: Class 11 contains 177089 members 
Mstep: Class 14 contains 67655 members 
Mstep: Class 19 contains 13507 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080968.000000 Penalty: 47436.613281
Iteration 335Q: 15 clusters Score -1.16081e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210930 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155619 members 
Mstep: Class 5 contains 14821 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53739 members 
Mstep: Class 9 contains 108979 members 
Mstep: Class 10 contains 20868 members 
Mstep: Class 11 contains 177085 members 
Mstep: Class 14 contains 67656 members 
Mstep: Class 19 contains 13506 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080968.000000 Penalty: 47436.613281
Iteration 336Q: 15 clusters Score -1.16081e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210931 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155628 members 
Mstep: Class 5 contains 14821 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53740 members 
Mstep: Class 9 contains 108972 members 
Mstep: Class 10 contains 20863 members 
Mstep: Class 11 contains 177078 members 
Mstep: Class 14 contains 67658 members 
Mstep: Class 19 contains 13507 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080952.000000 Penalty: 47436.613281
Iteration 337Q: 15 clusters Score -1.16081e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210930 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155632 members 
Mstep: Class 5 contains 14819 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53742 members 
Mstep: Class 9 contains 108966 members 
Mstep: Class 10 contains 20856 members 
Mstep: Class 11 contains 177073 members 
Mstep: Class 14 contains 67665 members 
Mstep: Class 19 contains 13508 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080936.000000 Penalty: 47436.613281
Iteration 338Q: 15 clusters Score -1.160809e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210931 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155633 members 
Mstep: Class 5 contains 14819 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53748 members 
Mstep: Class 9 contains 108959 members 
Mstep: Class 10 contains 20850 members 
Mstep: Class 11 contains 177068 members 
Mstep: Class 14 contains 67671 members 
Mstep: Class 19 contains 13507 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116081016.000000 Penalty: 47436.613281
Iteration 339Q: 15 clusters Score -1.16081e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210931 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155631 members 
Mstep: Class 5 contains 14820 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53751 members 
Mstep: Class 9 contains 108956 members 
Mstep: Class 10 contains 20850 members 
Mstep: Class 11 contains 177070 members 
Mstep: Class 14 contains 67671 members 
Mstep: Class 19 contains 13506 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080912.000000 Penalty: 47436.613281
Iteration 340F: 15 clusters Score -1.160809e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210928 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155630 members 
Mstep: Class 5 contains 14820 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53760 members 
Mstep: Class 9 contains 108948 members 
Mstep: Class 10 contains 20850 members 
Mstep: Class 11 contains 177073 members 
Mstep: Class 14 contains 67671 members 
Mstep: Class 19 contains 13506 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080888.000000 Penalty: 47436.613281
Iteration 341Q: 15 clusters Score -1.160809e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210928 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155638 members 
Mstep: Class 5 contains 14819 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53762 members 
Mstep: Class 9 contains 108938 members 
Mstep: Class 10 contains 20850 members 
Mstep: Class 11 contains 177074 members 
Mstep: Class 14 contains 67672 members 
Mstep: Class 19 contains 13506 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080872.000000 Penalty: 47436.613281
Iteration 342Q: 15 clusters Score -1.160809e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210929 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155643 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53763 members 
Mstep: Class 9 contains 108925 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177080 members 
Mstep: Class 14 contains 67673 members 
Mstep: Class 19 contains 13506 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080808.000000 Penalty: 47436.613281
Iteration 343Q: 15 clusters Score -1.160808e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210929 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155644 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53763 members 
Mstep: Class 9 contains 108918 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177086 members 
Mstep: Class 14 contains 67674 members 
Mstep: Class 19 contains 13506 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080840.000000 Penalty: 47436.613281
Iteration 344Q: 15 clusters Score -1.160808e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210929 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155642 members 
Mstep: Class 5 contains 14819 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53764 members 
Mstep: Class 9 contains 108909 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177091 members 
Mstep: Class 14 contains 67678 members 
Mstep: Class 19 contains 13506 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080808.000000 Penalty: 47436.613281
Iteration 345Q: 15 clusters Score -1.160808e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210929 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155643 members 
Mstep: Class 5 contains 14819 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53767 members 
Mstep: Class 9 contains 108892 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177106 members 
Mstep: Class 14 contains 67676 members 
Mstep: Class 19 contains 13506 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080888.000000 Penalty: 47436.613281
Iteration 346Q: 15 clusters Score -1.160809e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210930 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155646 members 
Mstep: Class 5 contains 14820 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53768 members 
Mstep: Class 9 contains 108878 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177112 members 
Mstep: Class 14 contains 67679 members 
Mstep: Class 19 contains 13506 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080960.000000 Penalty: 47436.613281
Iteration 347Q: 15 clusters Score -1.16081e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210932 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155644 members 
Mstep: Class 5 contains 14820 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53771 members 
Mstep: Class 9 contains 108868 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177114 members 
Mstep: Class 14 contains 67684 members 
Mstep: Class 19 contains 13506 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080856.000000 Penalty: 47436.613281
Iteration 348Q: 15 clusters Score -1.160809e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210927 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155646 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53773 members 
Mstep: Class 9 contains 108854 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177129 members 
Mstep: Class 14 contains 67686 members 
Mstep: Class 19 contains 13506 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080808.000000 Penalty: 47436.613281
Iteration 349Q: 15 clusters Score -1.160808e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210925 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155644 members 
Mstep: Class 5 contains 14817 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53776 members 
Mstep: Class 9 contains 108843 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177140 members 
Mstep: Class 14 contains 67688 members 
Mstep: Class 19 contains 13506 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080856.000000 Penalty: 47436.613281
Iteration 350Q: 15 clusters Score -1.160809e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210925 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155639 members 
Mstep: Class 5 contains 14817 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53779 members 
Mstep: Class 9 contains 108839 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177145 members 
Mstep: Class 14 contains 67689 members 
Mstep: Class 19 contains 13506 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080896.000000 Penalty: 47436.613281
Iteration 351Q: 15 clusters Score -1.160809e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210928 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155636 members 
Mstep: Class 5 contains 14817 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53780 members 
Mstep: Class 9 contains 108831 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177153 members 
Mstep: Class 14 contains 67689 members 
Mstep: Class 19 contains 13505 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080824.000000 Penalty: 47436.613281
Iteration 352Q: 15 clusters Score -1.160808e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210929 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155635 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53783 members 
Mstep: Class 9 contains 108823 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177157 members 
Mstep: Class 14 contains 67690 members 
Mstep: Class 19 contains 13504 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080704.000000 Penalty: 47436.613281
Iteration 353Q: 15 clusters Score -1.160807e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210935 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155630 members 
Mstep: Class 5 contains 14819 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53784 members 
Mstep: Class 9 contains 108815 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177162 members 
Mstep: Class 14 contains 67691 members 
Mstep: Class 19 contains 13503 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080784.000000 Penalty: 47436.613281
Iteration 354Q: 15 clusters Score -1.160808e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210940 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155627 members 
Mstep: Class 5 contains 14821 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53784 members 
Mstep: Class 9 contains 108810 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177163 members 
Mstep: Class 14 contains 67692 members 
Mstep: Class 19 contains 13502 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080784.000000 Penalty: 47436.613281
Iteration 355Q: 15 clusters Score -1.160808e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210948 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155627 members 
Mstep: Class 5 contains 14820 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53785 members 
Mstep: Class 9 contains 108802 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177168 members 
Mstep: Class 14 contains 67692 members 
Mstep: Class 19 contains 13498 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080712.000000 Penalty: 47436.613281
Iteration 356Q: 15 clusters Score -1.160807e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210954 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155631 members 
Mstep: Class 5 contains 14820 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53786 members 
Mstep: Class 9 contains 108796 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177166 members 
Mstep: Class 14 contains 67692 members 
Mstep: Class 19 contains 13495 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080736.000000 Penalty: 47436.613281
Iteration 357Q: 15 clusters Score -1.160807e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210958 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155634 members 
Mstep: Class 5 contains 14819 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53788 members 
Mstep: Class 9 contains 108787 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177168 members 
Mstep: Class 14 contains 67694 members 
Mstep: Class 19 contains 13492 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080696.000000 Penalty: 47436.613281
Iteration 358Q: 15 clusters Score -1.160807e+08 nChanged 34
Entering ConstructFrom: 
Score: -116080696.000000 Penalty: 47436.613281
Entering ConstructFrom: 
Trying to split cluster 1 (210963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210963 members 
Entering Unmasked Estep 
Score: -28875324.000000 Penalty: 3040.340576
	Iteration 0F: 2 clusters Score -2.887532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105412 members 
Mstep: Class 2 contains 105551 members 
Entering Unmasked Estep 
Score: -28746840.000000 Penalty: 6080.681152
	Iteration 0F: 3 clusters Score -2.874684e+07 nChanged 101242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104796 members 
Mstep: Class 2 contains 106167 members 
Entering Unmasked Estep 
Score: -28806152.000000 Penalty: 6080.681152
	Iteration 1F: 3 clusters Score -2.880615e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104333 members 
Mstep: Class 2 contains 106630 members 
Entering Unmasked Estep 
Score: -28807044.000000 Penalty: 6080.681152
	Iteration 2Q: 3 clusters Score -2.880704e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103585 members 
Mstep: Class 2 contains 107378 members 
Entering Unmasked Estep 
Score: -28808058.000000 Penalty: 6080.681152
	Iteration 3Q: 3 clusters Score -2.880806e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102315 members 
Mstep: Class 2 contains 108648 members 
Entering Unmasked Estep 
Score: -28809172.000000 Penalty: 6080.681152
	Iteration 4Q: 3 clusters Score -2.880917e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100353 members 
Mstep: Class 2 contains 110610 members 
Entering Unmasked Estep 
Score: -28810548.000000 Penalty: 6080.681152
	Iteration 5Q: 3 clusters Score -2.881055e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97350 members 
Mstep: Class 2 contains 113613 members 
Entering Unmasked Estep 
Score: -28812178.000000 Penalty: 6080.681152
	Iteration 6Q: 3 clusters Score -2.881218e+07 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92675 members 
Mstep: Class 2 contains 118288 members 
Entering Unmasked Estep 
Score: -28814698.000000 Penalty: 6080.681152
	Iteration 7Q: 3 clusters Score -2.88147e+07 nChanged 8740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85853 members 
Mstep: Class 2 contains 125110 members 
Entering Unmasked Estep 
Score: -28818006.000000 Penalty: 6080.681152
	Iteration 8Q: 3 clusters Score -2.881801e+07 nChanged 10786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76137 members 
Mstep: Class 2 contains 134826 members 
Entering Unmasked Estep 
Score: -28823480.000000 Penalty: 6080.681152
	Iteration 9F: 3 clusters Score -2.882348e+07 nChanged 13314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63367 members 
Mstep: Class 2 contains 147596 members 
Entering Unmasked Estep 
Score: -28832666.000000 Penalty: 6080.681152
	Iteration 10F: 3 clusters Score -2.883267e+07 nChanged 15186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 162508 members 
Entering Unmasked Estep 
Score: -28844734.000000 Penalty: 6080.681152
	Iteration 11F: 3 clusters Score -2.884473e+07 nChanged 13563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 175667 members 
Entering Unmasked Estep 
Score: -28856228.000000 Penalty: 6080.681152
	Iteration 12F: 3 clusters Score -2.885623e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 183565 members 
Entering Unmasked Estep 
Score: -28862718.000000 Penalty: 6080.681152
	Iteration 13Q: 3 clusters Score -2.886272e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 187873 members 
Entering Unmasked Estep 
Score: -28865758.000000 Penalty: 6080.681152
	Iteration 14Q: 3 clusters Score -2.886576e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 190784 members 
Entering Unmasked Estep 
Score: -28866852.000000 Penalty: 6080.681152
	Iteration 15Q: 3 clusters Score -2.886685e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 193041 members 
Entering Unmasked Estep 
Score: -28867374.000000 Penalty: 6080.681152
	Iteration 16Q: 3 clusters Score -2.886737e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 194927 members 
Entering Unmasked Estep 
Score: -28867966.000000 Penalty: 6080.681152
	Iteration 17Q: 3 clusters Score -2.886797e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 196528 members 
Entering Unmasked Estep 
Score: -28868334.000000 Penalty: 6080.681152
	Iteration 18Q: 3 clusters Score -2.886833e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 197853 members 
Entering Unmasked Estep 
Score: -28868734.000000 Penalty: 6080.681152
	Iteration 19Q: 3 clusters Score -2.886873e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 199012 members 
Entering Unmasked Estep 
Score: -28869076.000000 Penalty: 6080.681152
	Iteration 20F: 3 clusters Score -2.886908e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 200026 members 
Entering Unmasked Estep 
Score: -28869428.000000 Penalty: 6080.681152
	Iteration 21Q: 3 clusters Score -2.886943e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 200941 members 
Entering Unmasked Estep 
Score: -28869740.000000 Penalty: 6080.681152
	Iteration 22Q: 3 clusters Score -2.886974e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 201763 members 
Entering Unmasked Estep 
Score: -28870070.000000 Penalty: 6080.681152
	Iteration 23Q: 3 clusters Score -2.887007e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 202495 members 
Entering Unmasked Estep 
Score: -28870270.000000 Penalty: 6080.681152
	Iteration 24Q: 3 clusters Score -2.887027e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 203122 members 
Entering Unmasked Estep 
Score: -28870416.000000 Penalty: 6080.681152
	Iteration 25Q: 3 clusters Score -2.887042e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 203667 members 
Entering Unmasked Estep 
Score: -28870658.000000 Penalty: 6080.681152
	Iteration 26Q: 3 clusters Score -2.887066e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 204159 members 
Entering Unmasked Estep 
Score: -28870900.000000 Penalty: 6080.681152
	Iteration 27Q: 3 clusters Score -2.88709e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 204588 members 
Entering Unmasked Estep 
Score: -28871028.000000 Penalty: 6080.681152
	Iteration 28Q: 3 clusters Score -2.887103e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 204989 members 
Entering Unmasked Estep 
Score: -28871198.000000 Penalty: 6080.681152
	Iteration 29Q: 3 clusters Score -2.88712e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 205355 members 
Entering Unmasked Estep 
Score: -28871356.000000 Penalty: 6080.681152
	Iteration 30Q: 3 clusters Score -2.887136e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 205688 members 
Entering Unmasked Estep 
Score: -28871428.000000 Penalty: 6080.681152
	Iteration 31Q: 3 clusters Score -2.887143e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 205991 members 
Entering Unmasked Estep 
Score: -28871560.000000 Penalty: 6080.681152
	Iteration 32Q: 3 clusters Score -2.887156e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 206257 members 
Entering Unmasked Estep 
Score: -28871636.000000 Penalty: 6080.681152
	Iteration 33Q: 3 clusters Score -2.887164e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 206495 members 
Entering Unmasked Estep 
Score: -28871676.000000 Penalty: 6080.681152
	Iteration 34Q: 3 clusters Score -2.887168e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 206708 members 
Entering Unmasked Estep 
Score: -28871758.000000 Penalty: 6080.681152
	Iteration 35Q: 3 clusters Score -2.887176e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 206892 members 
Entering Unmasked Estep 
Score: -28871810.000000 Penalty: 6080.681152
	Iteration 36Q: 3 clusters Score -2.887181e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 207059 members 
Entering Unmasked Estep 
Score: -28871858.000000 Penalty: 6080.681152
	Iteration 37Q: 3 clusters Score -2.887186e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 207201 members 
Entering Unmasked Estep 
Score: -28871928.000000 Penalty: 6080.681152
	Iteration 38Q: 3 clusters Score -2.887193e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 207315 members 
Entering Unmasked Estep 
Score: -28871986.000000 Penalty: 6080.681152
	Iteration 39Q: 3 clusters Score -2.887199e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 207426 members 
Entering Unmasked Estep 
Score: -28872024.000000 Penalty: 6080.681152
	Iteration 40F: 3 clusters Score -2.887202e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 207520 members 
Entering Unmasked Estep 
Score: -28872084.000000 Penalty: 6080.681152
	Iteration 41Q: 3 clusters Score -2.887208e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 207602 members 
Entering Unmasked Estep 
Score: -28872114.000000 Penalty: 6080.681152
	Iteration 42Q: 3 clusters Score -2.887211e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 207678 members 
Entering Unmasked Estep 
Score: -28872088.000000 Penalty: 6080.681152
	Iteration 43Q: 3 clusters Score -2.887209e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 207754 members 
Entering Unmasked Estep 
Score: -28872130.000000 Penalty: 6080.681152
	Iteration 44Q: 3 clusters Score -2.887213e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 207822 members 
Entering Unmasked Estep 
Score: -28872148.000000 Penalty: 6080.681152
	Iteration 45Q: 3 clusters Score -2.887215e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 207889 members 
Entering Unmasked Estep 
Score: -28872180.000000 Penalty: 6080.681152
	Iteration 46Q: 3 clusters Score -2.887218e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 207949 members 
Entering Unmasked Estep 
Score: -28872226.000000 Penalty: 6080.681152
	Iteration 47Q: 3 clusters Score -2.887223e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 208010 members 
Entering Unmasked Estep 
Score: -28872238.000000 Penalty: 6080.681152
	Iteration 48Q: 3 clusters Score -2.887224e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 208067 members 
Entering Unmasked Estep 
Score: -28872318.000000 Penalty: 6080.681152
	Iteration 49Q: 3 clusters Score -2.887232e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 208136 members 
Entering Unmasked Estep 
Score: -28872346.000000 Penalty: 6080.681152
	Iteration 50Q: 3 clusters Score -2.887235e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 208198 members 
Entering Unmasked Estep 
Score: -28872358.000000 Penalty: 6080.681152
	Iteration 51Q: 3 clusters Score -2.887236e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 208251 members 
Entering Unmasked Estep 
Score: -28872354.000000 Penalty: 6080.681152
	Iteration 52Q: 3 clusters Score -2.887235e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 208302 members 
Entering Unmasked Estep 
Score: -28872410.000000 Penalty: 6080.681152
	Iteration 53Q: 3 clusters Score -2.887241e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 208346 members 
Entering Unmasked Estep 
Score: -28872420.000000 Penalty: 6080.681152
	Iteration 54Q: 3 clusters Score -2.887242e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 208385 members 
Entering Unmasked Estep 
Score: -28872426.000000 Penalty: 6080.681152
	Iteration 55Q: 3 clusters Score -2.887243e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 208414 members 
Entering Unmasked Estep 
Score: -28872434.000000 Penalty: 6080.681152
	Iteration 56Q: 3 clusters Score -2.887243e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 208454 members 
Entering Unmasked Estep 
Score: -28872484.000000 Penalty: 6080.681152
	Iteration 57Q: 3 clusters Score -2.887248e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 208490 members 
Entering Unmasked Estep 
Score: -28872530.000000 Penalty: 6080.681152
	Iteration 58Q: 3 clusters Score -2.887253e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 208515 members 
Entering Unmasked Estep 
Score: -28872518.000000 Penalty: 6080.681152
	Iteration 59Q: 3 clusters Score -2.887252e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 208539 members 
Entering Unmasked Estep 
Score: -28872530.000000 Penalty: 6080.681152
	Iteration 60F: 3 clusters Score -2.887253e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 208553 members 
Entering Unmasked Estep 
Score: -28872556.000000 Penalty: 6080.681152
	Iteration 61Q: 3 clusters Score -2.887256e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 208573 members 
Entering Unmasked Estep 
Score: -28872554.000000 Penalty: 6080.681152
	Iteration 62Q: 3 clusters Score -2.887255e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 208587 members 
Entering Unmasked Estep 
Score: -28872548.000000 Penalty: 6080.681152
	Iteration 63Q: 3 clusters Score -2.887255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 208600 members 
Entering Unmasked Estep 
Score: -28872560.000000 Penalty: 6080.681152
	Iteration 64Q: 3 clusters Score -2.887256e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 208615 members 
Entering Unmasked Estep 
Score: -28872572.000000 Penalty: 6080.681152
	Iteration 65Q: 3 clusters Score -2.887257e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 208629 members 
Entering Unmasked Estep 
Score: -28872548.000000 Penalty: 6080.681152
	Iteration 66Q: 3 clusters Score -2.887255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 208640 members 
Entering Unmasked Estep 
Score: -28872536.000000 Penalty: 6080.681152
	Iteration 67Q: 3 clusters Score -2.887254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 208653 members 
Entering Unmasked Estep 
Score: -28872536.000000 Penalty: 6080.681152
	Iteration 68Q: 3 clusters Score -2.887254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 208662 members 
Entering Unmasked Estep 
Score: -28872548.000000 Penalty: 6080.681152
	Iteration 69Q: 3 clusters Score -2.887255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 208669 members 
Entering Unmasked Estep 
Score: -28872550.000000 Penalty: 6080.681152
	Iteration 70Q: 3 clusters Score -2.887255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 208676 members 
Entering Unmasked Estep 
Score: -28872560.000000 Penalty: 6080.681152
	Iteration 71Q: 3 clusters Score -2.887256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 208686 members 
Entering Unmasked Estep 
Score: -28872558.000000 Penalty: 6080.681152
	Iteration 72Q: 3 clusters Score -2.887256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 208695 members 
Entering Unmasked Estep 
Score: -28872568.000000 Penalty: 6080.681152
	Iteration 73Q: 3 clusters Score -2.887257e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 208709 members 
Entering Unmasked Estep 
Score: -28872556.000000 Penalty: 6080.681152
	Iteration 74Q: 3 clusters Score -2.887256e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 208720 members 
Entering Unmasked Estep 
Score: -28872584.000000 Penalty: 6080.681152
	Iteration 75Q: 3 clusters Score -2.887258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 208727 members 
Entering Unmasked Estep 
Score: -28872614.000000 Penalty: 6080.681152
	Iteration 76Q: 3 clusters Score -2.887261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 208736 members 
Entering Unmasked Estep 
Score: -28872612.000000 Penalty: 6080.681152
	Iteration 77Q: 3 clusters Score -2.887261e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 208747 members 
Entering Unmasked Estep 
Score: -28872626.000000 Penalty: 6080.681152
	Iteration 78Q: 3 clusters Score -2.887263e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 208758 members 
Entering Unmasked Estep 
Score: -28872620.000000 Penalty: 6080.681152
	Iteration 79Q: 3 clusters Score -2.887262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 208763 members 
Entering Unmasked Estep 
Score: -28872640.000000 Penalty: 6080.681152
	Iteration 80F: 3 clusters Score -2.887264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 208773 members 
Entering Unmasked Estep 
Score: -28872628.000000 Penalty: 6080.681152
	Iteration 81Q: 3 clusters Score -2.887263e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 208784 members 
Entering Unmasked Estep 
Score: -28872662.000000 Penalty: 6080.681152
	Iteration 82Q: 3 clusters Score -2.887266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 208788 members 
Entering Unmasked Estep 
Score: -28872664.000000 Penalty: 6080.681152
	Iteration 83Q: 3 clusters Score -2.887266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 208790 members 
Entering Unmasked Estep 
Score: -28872678.000000 Penalty: 6080.681152
	Iteration 84Q: 3 clusters Score -2.887268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 208799 members 
Entering Unmasked Estep 
Score: -28872690.000000 Penalty: 6080.681152
	Iteration 85Q: 3 clusters Score -2.887269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 208802 members 
Entering Unmasked Estep 
Score: -28872690.000000 Penalty: 6080.681152
	Iteration 86Q: 3 clusters Score -2.887269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 208807 members 
Entering Unmasked Estep 
Score: -28872700.000000 Penalty: 6080.681152
	Iteration 87Q: 3 clusters Score -2.88727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 208812 members 
Entering Unmasked Estep 
Score: -28872680.000000 Penalty: 6080.681152
	Iteration 88Q: 3 clusters Score -2.887268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 208816 members 
Entering Unmasked Estep 
Score: -28872676.000000 Penalty: 6080.681152
	Iteration 89Q: 3 clusters Score -2.887268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 208818 members 
Entering Unmasked Estep 
Score: -28872688.000000 Penalty: 6080.681152
	Iteration 90Q: 3 clusters Score -2.887269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 208819 members 
Entering Unmasked Estep 
Score: -28872696.000000 Penalty: 6080.681152
	Iteration 91Q: 3 clusters Score -2.88727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 208822 members 
Entering Unmasked Estep 
Score: -28872704.000000 Penalty: 6080.681152
	Iteration 92Q: 3 clusters Score -2.88727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 208824 members 
Entering Unmasked Estep 
Score: -28872714.000000 Penalty: 6080.681152
	Iteration 93Q: 3 clusters Score -2.887271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 208829 members 
Entering Unmasked Estep 
Score: -28872690.000000 Penalty: 6080.681152
	Iteration 94Q: 3 clusters Score -2.887269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 208832 members 
Entering Unmasked Estep 
Score: -28872700.000000 Penalty: 6080.681152
	Iteration 95Q: 3 clusters Score -2.88727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 208834 members 
Entering Unmasked Estep 
Score: -28872716.000000 Penalty: 6080.681152
	Iteration 96Q: 3 clusters Score -2.887272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 208834 members 
Entering Unmasked Estep 
Score: -28872716.000000 Penalty: 6080.681152
	Iteration 97F: 3 clusters Score -2.887272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Entering Unmasked Estep 
Score: -154737.062500 Penalty: 1757.511108
	Iteration 0F: 2 clusters Score -154737.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -152643.687500 Penalty: 3515.022217
	Iteration 0F: 3 clusters Score -152643.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -152937.500000 Penalty: 3515.022217
	Iteration 1F: 3 clusters Score -152937.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -153044.265625 Penalty: 3515.022217
	Iteration 2F: 3 clusters Score -153044.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -153101.281250 Penalty: 3515.022217
	Iteration 3Q: 3 clusters Score -153101.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -153151.984375 Penalty: 3515.022217
	Iteration 4Q: 3 clusters Score -153152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -153205.375000 Penalty: 3515.022217
	Iteration 5Q: 3 clusters Score -153205.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -153242.906250 Penalty: 3515.022217
	Iteration 6Q: 3 clusters Score -153242.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -153268.031250 Penalty: 3515.022217
	Iteration 7Q: 3 clusters Score -153268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -153287.843750 Penalty: 3515.022217
	Iteration 8Q: 3 clusters Score -153287.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -153300.968750 Penalty: 3515.022217
	Iteration 9Q: 3 clusters Score -153301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -153309.328125 Penalty: 3515.022217
	Iteration 10Q: 3 clusters Score -153309.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -153322.015625 Penalty: 3515.022217
	Iteration 11Q: 3 clusters Score -153322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -153329.125000 Penalty: 3515.022217
	Iteration 12Q: 3 clusters Score -153329.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -153336.156250 Penalty: 3515.022217
	Iteration 13Q: 3 clusters Score -153336.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -153341.531250 Penalty: 3515.022217
	Iteration 14Q: 3 clusters Score -153341.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -153342.375000 Penalty: 3515.022217
	Iteration 15Q: 3 clusters Score -153342.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -153344.078125 Penalty: 3515.022217
	Iteration 16Q: 3 clusters Score -153344.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -153346.312500 Penalty: 3515.022217
	Iteration 17Q: 3 clusters Score -153346.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -153347.593750 Penalty: 3515.022217
	Iteration 18Q: 3 clusters Score -153347.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -153347.593750 Penalty: 3515.022217
	Iteration 19F: 3 clusters Score -153347.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -160187.984375 Penalty: 1770.438965
	Iteration 0F: 2 clusters Score -160188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -158096.093750 Penalty: 3540.877930
	Iteration 0F: 3 clusters Score -158096.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -158470.031250 Penalty: 3540.877930
	Iteration 1F: 3 clusters Score -158470 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -158606.484375 Penalty: 3540.877930
	Iteration 2F: 3 clusters Score -158606.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -158673.828125 Penalty: 3540.877930
	Iteration 3Q: 3 clusters Score -158673.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -158724.234375 Penalty: 3540.877930
	Iteration 4Q: 3 clusters Score -158724.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -158767.140625 Penalty: 3540.877930
	Iteration 5Q: 3 clusters Score -158767.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -158799.078125 Penalty: 3540.877930
	Iteration 6Q: 3 clusters Score -158799.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -158836.937500 Penalty: 3540.877930
	Iteration 7Q: 3 clusters Score -158836.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -158880.171875 Penalty: 3540.877930
	Iteration 8Q: 3 clusters Score -158880.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -158922.578125 Penalty: 3540.877930
	Iteration 9Q: 3 clusters Score -158922.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -158962.359375 Penalty: 3540.877930
	Iteration 10Q: 3 clusters Score -158962.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -159021.234375 Penalty: 3540.877930
	Iteration 11Q: 3 clusters Score -159021.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -159093.625000 Penalty: 3540.877930
	Iteration 12Q: 3 clusters Score -159093.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -159204.031250 Penalty: 3540.877930
	Iteration 13Q: 3 clusters Score -159204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -159322.750000 Penalty: 3540.877930
	Iteration 14Q: 3 clusters Score -159322.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -159488.515625 Penalty: 3540.877930
	Iteration 15Q: 3 clusters Score -159488.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -159549.109375 Penalty: 3540.877930
	Iteration 16Q: 3 clusters Score -159549.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -159588.812500 Penalty: 3540.877930
	Iteration 17Q: 3 clusters Score -159588.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -159627.265625 Penalty: 3540.877930
	Iteration 18Q: 3 clusters Score -159627.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -159647.531250 Penalty: 3540.877930
	Iteration 19Q: 3 clusters Score -159647.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -159673.906250 Penalty: 3540.877930
	Iteration 20F: 3 clusters Score -159673.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -159689.312500 Penalty: 3540.877930
	Iteration 21Q: 3 clusters Score -159689.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -159706.703125 Penalty: 3540.877930
	Iteration 22Q: 3 clusters Score -159706.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -159716.609375 Penalty: 3540.877930
	Iteration 23Q: 3 clusters Score -159716.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -159727.375000 Penalty: 3540.877930
	Iteration 24Q: 3 clusters Score -159727.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -159738.312500 Penalty: 3540.877930
	Iteration 25Q: 3 clusters Score -159738.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -159752.921875 Penalty: 3540.877930
	Iteration 26Q: 3 clusters Score -159752.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -159768.640625 Penalty: 3540.877930
	Iteration 27Q: 3 clusters Score -159768.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -159810.093750 Penalty: 3540.877930
	Iteration 28Q: 3 clusters Score -159810.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -159938.328125 Penalty: 3540.877930
	Iteration 29Q: 3 clusters Score -159938.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -160004.515625 Penalty: 3540.877930
	Iteration 30Q: 3 clusters Score -160004.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -160011.921875 Penalty: 3540.877930
	Iteration 31Q: 3 clusters Score -160011.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -160011.921875 Penalty: 3540.877930
	Iteration 32F: 3 clusters Score -160011.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (155634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155634 members 
Entering Unmasked Estep 
Score: -21453162.000000 Penalty: 2964.905029
	Iteration 0F: 2 clusters Score -2.145316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78155 members 
Mstep: Class 2 contains 77479 members 
Entering Unmasked Estep 
Score: -21350188.000000 Penalty: 5929.810059
	Iteration 0F: 3 clusters Score -2.135019e+07 nChanged 74302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82549 members 
Mstep: Class 2 contains 73085 members 
Entering Unmasked Estep 
Score: -21393490.000000 Penalty: 5929.810059
	Iteration 1F: 3 clusters Score -2.139349e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85378 members 
Mstep: Class 2 contains 70256 members 
Entering Unmasked Estep 
Score: -21394618.000000 Penalty: 5929.810059
	Iteration 2Q: 3 clusters Score -2.139462e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89695 members 
Mstep: Class 2 contains 65939 members 
Entering Unmasked Estep 
Score: -21396424.000000 Penalty: 5929.810059
	Iteration 3Q: 3 clusters Score -2.139642e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96175 members 
Mstep: Class 2 contains 59459 members 
Entering Unmasked Estep 
Score: -21399808.000000 Penalty: 5929.810059
	Iteration 4Q: 3 clusters Score -2.139981e+07 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105634 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -21406048.000000 Penalty: 5929.810059
	Iteration 5F: 3 clusters Score -2.140605e+07 nChanged 13003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118209 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -21416818.000000 Penalty: 5929.810059
	Iteration 6F: 3 clusters Score -2.141682e+07 nChanged 13883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131860 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -21430098.000000 Penalty: 5929.810059
	Iteration 7F: 3 clusters Score -2.14301e+07 nChanged 11054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142768 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -21441094.000000 Penalty: 5929.810059
	Iteration 8F: 3 clusters Score -2.144109e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148849 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -21446990.000000 Penalty: 5929.810059
	Iteration 9Q: 3 clusters Score -2.144699e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151396 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -21449436.000000 Penalty: 5929.810059
	Iteration 10Q: 3 clusters Score -2.144944e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152449 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -21450330.000000 Penalty: 5929.810059
	Iteration 11Q: 3 clusters Score -2.145033e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152947 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -21450654.000000 Penalty: 5929.810059
	Iteration 12Q: 3 clusters Score -2.145065e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153275 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -21450878.000000 Penalty: 5929.810059
	Iteration 13Q: 3 clusters Score -2.145088e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153503 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -21450944.000000 Penalty: 5929.810059
	Iteration 14Q: 3 clusters Score -2.145094e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153673 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -21450994.000000 Penalty: 5929.810059
	Iteration 15Q: 3 clusters Score -2.145099e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153806 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -21450992.000000 Penalty: 5929.810059
	Iteration 16Q: 3 clusters Score -2.145099e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153894 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -21451010.000000 Penalty: 5929.810059
	Iteration 17Q: 3 clusters Score -2.145101e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153976 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -21451046.000000 Penalty: 5929.810059
	Iteration 18Q: 3 clusters Score -2.145105e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154037 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -21451068.000000 Penalty: 5929.810059
	Iteration 19Q: 3 clusters Score -2.145107e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154074 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -21451090.000000 Penalty: 5929.810059
	Iteration 20F: 3 clusters Score -2.145109e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154093 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -21451106.000000 Penalty: 5929.810059
	Iteration 21Q: 3 clusters Score -2.145111e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154117 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -21451102.000000 Penalty: 5929.810059
	Iteration 22Q: 3 clusters Score -2.14511e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154135 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -21451108.000000 Penalty: 5929.810059
	Iteration 23Q: 3 clusters Score -2.145111e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154156 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -21451120.000000 Penalty: 5929.810059
	Iteration 24Q: 3 clusters Score -2.145112e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154169 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -21451116.000000 Penalty: 5929.810059
	Iteration 25Q: 3 clusters Score -2.145112e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154183 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -21451116.000000 Penalty: 5929.810059
	Iteration 26Q: 3 clusters Score -2.145112e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154194 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -21451110.000000 Penalty: 5929.810059
	Iteration 27Q: 3 clusters Score -2.145111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154198 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -21451114.000000 Penalty: 5929.810059
	Iteration 28Q: 3 clusters Score -2.145111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154205 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -21451136.000000 Penalty: 5929.810059
	Iteration 29Q: 3 clusters Score -2.145114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154212 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -21451134.000000 Penalty: 5929.810059
	Iteration 30Q: 3 clusters Score -2.145113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154211 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -21451140.000000 Penalty: 5929.810059
	Iteration 31Q: 3 clusters Score -2.145114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154215 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -21451150.000000 Penalty: 5929.810059
	Iteration 32Q: 3 clusters Score -2.145115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154217 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -21451154.000000 Penalty: 5929.810059
	Iteration 33Q: 3 clusters Score -2.145115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154221 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -21451158.000000 Penalty: 5929.810059
	Iteration 34Q: 3 clusters Score -2.145116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154223 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -21451154.000000 Penalty: 5929.810059
	Iteration 35Q: 3 clusters Score -2.145115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154224 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -21451152.000000 Penalty: 5929.810059
	Iteration 36Q: 3 clusters Score -2.145115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154221 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -21451166.000000 Penalty: 5929.810059
	Iteration 37Q: 3 clusters Score -2.145117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154223 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -21451146.000000 Penalty: 5929.810059
	Iteration 38Q: 3 clusters Score -2.145115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154226 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -21451152.000000 Penalty: 5929.810059
	Iteration 39Q: 3 clusters Score -2.145115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154229 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -21451158.000000 Penalty: 5929.810059
	Iteration 40F: 3 clusters Score -2.145116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154230 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -21451162.000000 Penalty: 5929.810059
	Iteration 41Q: 3 clusters Score -2.145116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154233 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -21451150.000000 Penalty: 5929.810059
	Iteration 42Q: 3 clusters Score -2.145115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154235 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -21451144.000000 Penalty: 5929.810059
	Iteration 43Q: 3 clusters Score -2.145114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154237 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -21451126.000000 Penalty: 5929.810059
	Iteration 44Q: 3 clusters Score -2.145113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154240 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -21451138.000000 Penalty: 5929.810059
	Iteration 45Q: 3 clusters Score -2.145114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154240 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -21451148.000000 Penalty: 5929.810059
	Iteration 46Q: 3 clusters Score -2.145115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154243 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -21451156.000000 Penalty: 5929.810059
	Iteration 47Q: 3 clusters Score -2.145116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154243 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -21451162.000000 Penalty: 5929.810059
	Iteration 48Q: 3 clusters Score -2.145116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154241 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -21451154.000000 Penalty: 5929.810059
	Iteration 49Q: 3 clusters Score -2.145115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154241 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -21451144.000000 Penalty: 5929.810059
	Iteration 50Q: 3 clusters Score -2.145114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154245 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -21451142.000000 Penalty: 5929.810059
	Iteration 51Q: 3 clusters Score -2.145114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154248 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -21451140.000000 Penalty: 5929.810059
	Iteration 52Q: 3 clusters Score -2.145114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154250 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -21451148.000000 Penalty: 5929.810059
	Iteration 53Q: 3 clusters Score -2.145115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154253 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -21451154.000000 Penalty: 5929.810059
	Iteration 54Q: 3 clusters Score -2.145115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154253 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -21451138.000000 Penalty: 5929.810059
	Iteration 55Q: 3 clusters Score -2.145114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154255 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -21451134.000000 Penalty: 5929.810059
	Iteration 56Q: 3 clusters Score -2.145113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154256 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -21451136.000000 Penalty: 5929.810059
	Iteration 57Q: 3 clusters Score -2.145114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154256 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -21451136.000000 Penalty: 5929.810059
	Iteration 58F: 3 clusters Score -2.145114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Entering Unmasked Estep 
Score: -1949794.000000 Penalty: 2381.692139
	Iteration 0F: 2 clusters Score -1949794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1938997.500000 Penalty: 4763.384277
	Iteration 0F: 3 clusters Score -1938998 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1942426.125000 Penalty: 4763.384277
	Iteration 1F: 3 clusters Score -1942426 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1942759.375000 Penalty: 4763.384277
	Iteration 2F: 3 clusters Score -1942759 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1943014.750000 Penalty: 4763.384277
	Iteration 3Q: 3 clusters Score -1943015 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1943189.000000 Penalty: 4763.384277
	Iteration 4Q: 3 clusters Score -1943189 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1943331.500000 Penalty: 4763.384277
	Iteration 5Q: 3 clusters Score -1943332 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1943462.750000 Penalty: 4763.384277
	Iteration 6Q: 3 clusters Score -1943463 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1943589.875000 Penalty: 4763.384277
	Iteration 7Q: 3 clusters Score -1943590 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1943745.250000 Penalty: 4763.384277
	Iteration 8Q: 3 clusters Score -1943745 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1943924.875000 Penalty: 4763.384277
	Iteration 9Q: 3 clusters Score -1943925 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1944145.750000 Penalty: 4763.384277
	Iteration 10Q: 3 clusters Score -1944146 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1944409.000000 Penalty: 4763.384277
	Iteration 11Q: 3 clusters Score -1944409 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1944756.125000 Penalty: 4763.384277
	Iteration 12Q: 3 clusters Score -1944756 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1945229.625000 Penalty: 4763.384277
	Iteration 13Q: 3 clusters Score -1945230 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1945849.625000 Penalty: 4763.384277
	Iteration 14F: 3 clusters Score -1945850 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1946540.375000 Penalty: 4763.384277
	Iteration 15F: 3 clusters Score -1946540 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1947136.000000 Penalty: 4763.384277
	Iteration 16Q: 3 clusters Score -1947136 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1947526.125000 Penalty: 4763.384277
	Iteration 17Q: 3 clusters Score -1947526 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1947771.250000 Penalty: 4763.384277
	Iteration 18Q: 3 clusters Score -1947771 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1947943.375000 Penalty: 4763.384277
	Iteration 19Q: 3 clusters Score -1947943 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1948048.125000 Penalty: 4763.384277
	Iteration 20F: 3 clusters Score -1948048 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1948098.625000 Penalty: 4763.384277
	Iteration 21Q: 3 clusters Score -1948099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1948131.500000 Penalty: 4763.384277
	Iteration 22Q: 3 clusters Score -1948132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1948151.625000 Penalty: 4763.384277
	Iteration 23Q: 3 clusters Score -1948152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1948172.125000 Penalty: 4763.384277
	Iteration 24Q: 3 clusters Score -1948172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1948187.250000 Penalty: 4763.384277
	Iteration 25Q: 3 clusters Score -1948187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1948195.250000 Penalty: 4763.384277
	Iteration 26Q: 3 clusters Score -1948195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1948200.625000 Penalty: 4763.384277
	Iteration 27Q: 3 clusters Score -1948201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1948206.500000 Penalty: 4763.384277
	Iteration 28Q: 3 clusters Score -1948206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1948208.375000 Penalty: 4763.384277
	Iteration 29Q: 3 clusters Score -1948208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1948213.875000 Penalty: 4763.384277
	Iteration 30Q: 3 clusters Score -1948214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1948221.000000 Penalty: 4763.384277
	Iteration 31Q: 3 clusters Score -1948221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1948221.000000 Penalty: 4763.384277
	Iteration 32F: 3 clusters Score -1948221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -45934.695312 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -45934.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44655.417969 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -44655.42 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44959.636719 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -44959.64 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45149.617188 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -45149.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45324.445312 Penalty: 2965.527344
	Iteration 3F: 3 clusters Score -45324.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45400.039062 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -45400.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45426.925781 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -45426.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45487.160156 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -45487.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45527.265625 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -45527.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -45542.566406 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -45542.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45545.714844 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -45545.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45545.714844 Penalty: 2965.527344
	Iteration 10F: 3 clusters Score -45545.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (53788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53788 members 
Entering Unmasked Estep 
Score: -7482776.500000 Penalty: 2701.416016
	Iteration 0F: 2 clusters Score -7482776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -7446627.000000 Penalty: 5402.832031
	Iteration 0F: 3 clusters Score -7446627 nChanged 24950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -7460658.000000 Penalty: 5402.832031
	Iteration 1F: 3 clusters Score -7460658 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -7461351.000000 Penalty: 5402.832031
	Iteration 2Q: 3 clusters Score -7461351 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -7462314.000000 Penalty: 5402.832031
	Iteration 3Q: 3 clusters Score -7462314 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -7463610.000000 Penalty: 5402.832031
	Iteration 4F: 3 clusters Score -7463610 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -7465437.000000 Penalty: 5402.832031
	Iteration 5F: 3 clusters Score -7465437 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -7468068.000000 Penalty: 5402.832031
	Iteration 6F: 3 clusters Score -7468068 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -7471716.500000 Penalty: 5402.832031
	Iteration 7F: 3 clusters Score -7471716 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -7475676.000000 Penalty: 5402.832031
	Iteration 8F: 3 clusters Score -7475676 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -7478775.000000 Penalty: 5402.832031
	Iteration 9F: 3 clusters Score -7478775 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -7480375.500000 Penalty: 5402.832031
	Iteration 10Q: 3 clusters Score -7480376 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52889 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7481035.500000 Penalty: 5402.832031
	Iteration 11Q: 3 clusters Score -7481036 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53077 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7481315.500000 Penalty: 5402.832031
	Iteration 12Q: 3 clusters Score -7481316 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53135 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7481436.500000 Penalty: 5402.832031
	Iteration 13Q: 3 clusters Score -7481436 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53153 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7481492.500000 Penalty: 5402.832031
	Iteration 14Q: 3 clusters Score -7481492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7481540.000000 Penalty: 5402.832031
	Iteration 15Q: 3 clusters Score -7481540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53181 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7481560.000000 Penalty: 5402.832031
	Iteration 16Q: 3 clusters Score -7481560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7481578.000000 Penalty: 5402.832031
	Iteration 17Q: 3 clusters Score -7481578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7481588.500000 Penalty: 5402.832031
	Iteration 18Q: 3 clusters Score -7481588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53179 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7481595.000000 Penalty: 5402.832031
	Iteration 19Q: 3 clusters Score -7481595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7481606.000000 Penalty: 5402.832031
	Iteration 20F: 3 clusters Score -7481606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7481606.500000 Penalty: 5402.832031
	Iteration 21Q: 3 clusters Score -7481606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7481616.500000 Penalty: 5402.832031
	Iteration 22Q: 3 clusters Score -7481616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7481616.000000 Penalty: 5402.832031
	Iteration 23Q: 3 clusters Score -7481616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7481613.000000 Penalty: 5402.832031
	Iteration 24Q: 3 clusters Score -7481613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53183 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7481619.500000 Penalty: 5402.832031
	Iteration 25Q: 3 clusters Score -7481620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7481619.000000 Penalty: 5402.832031
	Iteration 26Q: 3 clusters Score -7481619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7481621.500000 Penalty: 5402.832031
	Iteration 27Q: 3 clusters Score -7481622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7481618.000000 Penalty: 5402.832031
	Iteration 28Q: 3 clusters Score -7481618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7481618.000000 Penalty: 5402.832031
	Iteration 29F: 3 clusters Score -7481618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (108777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108777 members 
Entering Unmasked Estep 
Score: -15023683.000000 Penalty: 2876.069824
	Iteration 0F: 2 clusters Score -1.502368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -14950569.000000 Penalty: 5752.139648
	Iteration 0F: 3 clusters Score -1.495057e+07 nChanged 51652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 53643 members 
Entering Unmasked Estep 
Score: -14980723.000000 Penalty: 5752.139648
	Iteration 1F: 3 clusters Score -1.498072e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -14981647.000000 Penalty: 5752.139648
	Iteration 2Q: 3 clusters Score -1.498165e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -14983114.000000 Penalty: 5752.139648
	Iteration 3Q: 3 clusters Score -1.498311e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -14984901.000000 Penalty: 5752.139648
	Iteration 4Q: 3 clusters Score -1.49849e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58863 members 
Mstep: Class 2 contains 49914 members 
Entering Unmasked Estep 
Score: -14987215.000000 Penalty: 5752.139648
	Iteration 5Q: 3 clusters Score -1.498722e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61171 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -14990415.000000 Penalty: 5752.139648
	Iteration 6F: 3 clusters Score -1.499042e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -14994733.000000 Penalty: 5752.139648
	Iteration 7F: 3 clusters Score -1.499473e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68030 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -15000357.000000 Penalty: 5752.139648
	Iteration 8F: 3 clusters Score -1.500036e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71491 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -15006303.000000 Penalty: 5752.139648
	Iteration 9F: 3 clusters Score -1.50063e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -15010143.000000 Penalty: 5752.139648
	Iteration 10F: 3 clusters Score -1.501014e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75965 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -15011636.000000 Penalty: 5752.139648
	Iteration 11Q: 3 clusters Score -1.501164e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77520 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -15012321.000000 Penalty: 5752.139648
	Iteration 12Q: 3 clusters Score -1.501232e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79021 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -15012810.000000 Penalty: 5752.139648
	Iteration 13Q: 3 clusters Score -1.501281e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80464 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -15013310.000000 Penalty: 5752.139648
	Iteration 14Q: 3 clusters Score -1.501331e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81894 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -15013726.000000 Penalty: 5752.139648
	Iteration 15Q: 3 clusters Score -1.501373e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83339 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -15014117.000000 Penalty: 5752.139648
	Iteration 16Q: 3 clusters Score -1.501412e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84814 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -15014559.000000 Penalty: 5752.139648
	Iteration 17Q: 3 clusters Score -1.501456e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -15014974.000000 Penalty: 5752.139648
	Iteration 18Q: 3 clusters Score -1.501497e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87663 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -15015346.000000 Penalty: 5752.139648
	Iteration 19Q: 3 clusters Score -1.501535e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89102 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -15015796.000000 Penalty: 5752.139648
	Iteration 20F: 3 clusters Score -1.50158e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90517 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -15016229.000000 Penalty: 5752.139648
	Iteration 21Q: 3 clusters Score -1.501623e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91934 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -15016684.000000 Penalty: 5752.139648
	Iteration 22Q: 3 clusters Score -1.501668e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93301 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -15017164.000000 Penalty: 5752.139648
	Iteration 23Q: 3 clusters Score -1.501716e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94592 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -15017615.000000 Penalty: 5752.139648
	Iteration 24Q: 3 clusters Score -1.501762e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95839 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -15018072.000000 Penalty: 5752.139648
	Iteration 25Q: 3 clusters Score -1.501807e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97019 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -15018496.000000 Penalty: 5752.139648
	Iteration 26Q: 3 clusters Score -1.50185e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98152 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -15018853.000000 Penalty: 5752.139648
	Iteration 27Q: 3 clusters Score -1.501885e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99169 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -15019228.000000 Penalty: 5752.139648
	Iteration 28Q: 3 clusters Score -1.501923e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100150 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -15019629.000000 Penalty: 5752.139648
	Iteration 29Q: 3 clusters Score -1.501963e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101094 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -15020011.000000 Penalty: 5752.139648
	Iteration 30Q: 3 clusters Score -1.502001e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101941 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -15020319.000000 Penalty: 5752.139648
	Iteration 31Q: 3 clusters Score -1.502032e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102686 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -15020578.000000 Penalty: 5752.139648
	Iteration 32Q: 3 clusters Score -1.502058e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103311 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -15020774.000000 Penalty: 5752.139648
	Iteration 33Q: 3 clusters Score -1.502077e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103819 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -15020927.000000 Penalty: 5752.139648
	Iteration 34Q: 3 clusters Score -1.502093e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104253 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -15021046.000000 Penalty: 5752.139648
	Iteration 35Q: 3 clusters Score -1.502105e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104630 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -15021191.000000 Penalty: 5752.139648
	Iteration 36Q: 3 clusters Score -1.502119e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104976 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -15021331.000000 Penalty: 5752.139648
	Iteration 37Q: 3 clusters Score -1.502133e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105276 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -15021417.000000 Penalty: 5752.139648
	Iteration 38Q: 3 clusters Score -1.502142e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105541 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -15021468.000000 Penalty: 5752.139648
	Iteration 39Q: 3 clusters Score -1.502147e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105734 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -15021532.000000 Penalty: 5752.139648
	Iteration 40F: 3 clusters Score -1.502153e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105892 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -15021556.000000 Penalty: 5752.139648
	Iteration 41Q: 3 clusters Score -1.502156e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106028 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -15021574.000000 Penalty: 5752.139648
	Iteration 42Q: 3 clusters Score -1.502157e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106148 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -15021611.000000 Penalty: 5752.139648
	Iteration 43Q: 3 clusters Score -1.502161e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106258 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -15021663.000000 Penalty: 5752.139648
	Iteration 44Q: 3 clusters Score -1.502166e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106356 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -15021685.000000 Penalty: 5752.139648
	Iteration 45Q: 3 clusters Score -1.502168e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106432 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -15021686.000000 Penalty: 5752.139648
	Iteration 46Q: 3 clusters Score -1.502169e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106494 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -15021711.000000 Penalty: 5752.139648
	Iteration 47Q: 3 clusters Score -1.502171e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106545 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -15021723.000000 Penalty: 5752.139648
	Iteration 48Q: 3 clusters Score -1.502172e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106582 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -15021710.000000 Penalty: 5752.139648
	Iteration 49Q: 3 clusters Score -1.502171e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106615 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -15021726.000000 Penalty: 5752.139648
	Iteration 50Q: 3 clusters Score -1.502173e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106641 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -15021729.000000 Penalty: 5752.139648
	Iteration 51Q: 3 clusters Score -1.502173e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106664 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -15021745.000000 Penalty: 5752.139648
	Iteration 52Q: 3 clusters Score -1.502174e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106692 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -15021751.000000 Penalty: 5752.139648
	Iteration 53Q: 3 clusters Score -1.502175e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106720 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -15021746.000000 Penalty: 5752.139648
	Iteration 54Q: 3 clusters Score -1.502175e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106747 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -15021741.000000 Penalty: 5752.139648
	Iteration 55Q: 3 clusters Score -1.502174e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106766 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -15021747.000000 Penalty: 5752.139648
	Iteration 56Q: 3 clusters Score -1.502175e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106791 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -15021768.000000 Penalty: 5752.139648
	Iteration 57Q: 3 clusters Score -1.502177e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106823 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -15021749.000000 Penalty: 5752.139648
	Iteration 58Q: 3 clusters Score -1.502175e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106849 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -15021754.000000 Penalty: 5752.139648
	Iteration 59Q: 3 clusters Score -1.502175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106861 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -15021753.000000 Penalty: 5752.139648
	Iteration 60F: 3 clusters Score -1.502175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106872 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -15021749.000000 Penalty: 5752.139648
	Iteration 61Q: 3 clusters Score -1.502175e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106884 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -15021757.000000 Penalty: 5752.139648
	Iteration 62Q: 3 clusters Score -1.502176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106893 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -15021770.000000 Penalty: 5752.139648
	Iteration 63Q: 3 clusters Score -1.502177e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106903 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -15021769.000000 Penalty: 5752.139648
	Iteration 64Q: 3 clusters Score -1.502177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106909 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -15021751.000000 Penalty: 5752.139648
	Iteration 65Q: 3 clusters Score -1.502175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106912 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -15021765.000000 Penalty: 5752.139648
	Iteration 66Q: 3 clusters Score -1.502176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106916 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -15021765.000000 Penalty: 5752.139648
	Iteration 67Q: 3 clusters Score -1.502176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106918 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -15021765.000000 Penalty: 5752.139648
	Iteration 68Q: 3 clusters Score -1.502176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106922 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -15021765.000000 Penalty: 5752.139648
	Iteration 69Q: 3 clusters Score -1.502176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106928 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -15021773.000000 Penalty: 5752.139648
	Iteration 70Q: 3 clusters Score -1.502177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106934 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -15021767.000000 Penalty: 5752.139648
	Iteration 71Q: 3 clusters Score -1.502177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106937 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -15021770.000000 Penalty: 5752.139648
	Iteration 72Q: 3 clusters Score -1.502177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106943 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -15021766.000000 Penalty: 5752.139648
	Iteration 73Q: 3 clusters Score -1.502177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106949 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -15021762.000000 Penalty: 5752.139648
	Iteration 74Q: 3 clusters Score -1.502176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106954 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -15021774.000000 Penalty: 5752.139648
	Iteration 75Q: 3 clusters Score -1.502177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106958 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -15021770.000000 Penalty: 5752.139648
	Iteration 76Q: 3 clusters Score -1.502177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106959 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -15021776.000000 Penalty: 5752.139648
	Iteration 77Q: 3 clusters Score -1.502178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106961 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -15021791.000000 Penalty: 5752.139648
	Iteration 78Q: 3 clusters Score -1.502179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106961 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -15021791.000000 Penalty: 5752.139648
	Iteration 79F: 3 clusters Score -1.502179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Entering Unmasked Estep 
Score: -2766810.750000 Penalty: 2466.363281
	Iteration 0F: 2 clusters Score -2766811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2752252.250000 Penalty: 4932.726562
	Iteration 0F: 3 clusters Score -2752252 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2757064.500000 Penalty: 4932.726562
	Iteration 1F: 3 clusters Score -2757064 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2757417.000000 Penalty: 4932.726562
	Iteration 2Q: 3 clusters Score -2757417 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2757793.250000 Penalty: 4932.726562
	Iteration 3Q: 3 clusters Score -2757793 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2758128.500000 Penalty: 4932.726562
	Iteration 4Q: 3 clusters Score -2758128 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2758489.750000 Penalty: 4932.726562
	Iteration 5Q: 3 clusters Score -2758490 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2758910.250000 Penalty: 4932.726562
	Iteration 6Q: 3 clusters Score -2758910 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2759460.750000 Penalty: 4932.726562
	Iteration 7Q: 3 clusters Score -2759461 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2760143.500000 Penalty: 4932.726562
	Iteration 8Q: 3 clusters Score -2760144 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2760940.250000 Penalty: 4932.726562
	Iteration 9Q: 3 clusters Score -2760940 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -2761763.500000 Penalty: 4932.726562
	Iteration 10Q: 3 clusters Score -2761764 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2762494.000000 Penalty: 4932.726562
	Iteration 11Q: 3 clusters Score -2762494 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2763024.250000 Penalty: 4932.726562
	Iteration 12Q: 3 clusters Score -2763024 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2763425.750000 Penalty: 4932.726562
	Iteration 13Q: 3 clusters Score -2763426 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2763725.250000 Penalty: 4932.726562
	Iteration 14Q: 3 clusters Score -2763725 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2763960.500000 Penalty: 4932.726562
	Iteration 15Q: 3 clusters Score -2763960 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2764129.750000 Penalty: 4932.726562
	Iteration 16Q: 3 clusters Score -2764130 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2764262.500000 Penalty: 4932.726562
	Iteration 17Q: 3 clusters Score -2764262 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2764365.000000 Penalty: 4932.726562
	Iteration 18Q: 3 clusters Score -2764365 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2764455.750000 Penalty: 4932.726562
	Iteration 19Q: 3 clusters Score -2764456 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2764522.750000 Penalty: 4932.726562
	Iteration 20F: 3 clusters Score -2764523 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2764572.000000 Penalty: 4932.726562
	Iteration 21Q: 3 clusters Score -2764572 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2764599.500000 Penalty: 4932.726562
	Iteration 22Q: 3 clusters Score -2764600 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2764638.500000 Penalty: 4932.726562
	Iteration 23Q: 3 clusters Score -2764638 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2764662.000000 Penalty: 4932.726562
	Iteration 24Q: 3 clusters Score -2764662 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2764679.500000 Penalty: 4932.726562
	Iteration 25Q: 3 clusters Score -2764680 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2764695.000000 Penalty: 4932.726562
	Iteration 26Q: 3 clusters Score -2764695 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2764703.500000 Penalty: 4932.726562
	Iteration 27Q: 3 clusters Score -2764704 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2764716.750000 Penalty: 4932.726562
	Iteration 28Q: 3 clusters Score -2764717 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2764731.750000 Penalty: 4932.726562
	Iteration 29Q: 3 clusters Score -2764732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2764738.250000 Penalty: 4932.726562
	Iteration 30Q: 3 clusters Score -2764738 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2764748.500000 Penalty: 4932.726562
	Iteration 31Q: 3 clusters Score -2764748 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2764760.000000 Penalty: 4932.726562
	Iteration 32Q: 3 clusters Score -2764760 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2764760.250000 Penalty: 4932.726562
	Iteration 33Q: 3 clusters Score -2764760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2764778.250000 Penalty: 4932.726562
	Iteration 34Q: 3 clusters Score -2764778 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2764776.750000 Penalty: 4932.726562
	Iteration 35Q: 3 clusters Score -2764777 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2764782.250000 Penalty: 4932.726562
	Iteration 36Q: 3 clusters Score -2764782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2764792.750000 Penalty: 4932.726562
	Iteration 37Q: 3 clusters Score -2764793 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2764803.250000 Penalty: 4932.726562
	Iteration 38Q: 3 clusters Score -2764803 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2764805.500000 Penalty: 4932.726562
	Iteration 39Q: 3 clusters Score -2764806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2764811.000000 Penalty: 4932.726562
	Iteration 40F: 3 clusters Score -2764811 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2764817.500000 Penalty: 4932.726562
	Iteration 41Q: 3 clusters Score -2764818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2764820.750000 Penalty: 4932.726562
	Iteration 42Q: 3 clusters Score -2764821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2764826.250000 Penalty: 4932.726562
	Iteration 43Q: 3 clusters Score -2764826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2764828.750000 Penalty: 4932.726562
	Iteration 44Q: 3 clusters Score -2764829 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2764836.750000 Penalty: 4932.726562
	Iteration 45Q: 3 clusters Score -2764837 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2764843.500000 Penalty: 4932.726562
	Iteration 46Q: 3 clusters Score -2764844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2764850.500000 Penalty: 4932.726562
	Iteration 47Q: 3 clusters Score -2764850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2764850.250000 Penalty: 4932.726562
	Iteration 48Q: 3 clusters Score -2764850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2764849.750000 Penalty: 4932.726562
	Iteration 49Q: 3 clusters Score -2764850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2764858.000000 Penalty: 4932.726562
	Iteration 50Q: 3 clusters Score -2764858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2764863.750000 Penalty: 4932.726562
	Iteration 51Q: 3 clusters Score -2764864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2764861.750000 Penalty: 4932.726562
	Iteration 52Q: 3 clusters Score -2764862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2764862.750000 Penalty: 4932.726562
	Iteration 53Q: 3 clusters Score -2764863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2764865.000000 Penalty: 4932.726562
	Iteration 54Q: 3 clusters Score -2764865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2764867.750000 Penalty: 4932.726562
	Iteration 55Q: 3 clusters Score -2764868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2764865.250000 Penalty: 4932.726562
	Iteration 56Q: 3 clusters Score -2764865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2764865.500000 Penalty: 4932.726562
	Iteration 57Q: 3 clusters Score -2764866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2764865.250000 Penalty: 4932.726562
	Iteration 58Q: 3 clusters Score -2764865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2764864.750000 Penalty: 4932.726562
	Iteration 59Q: 3 clusters Score -2764865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2764862.750000 Penalty: 4932.726562
	Iteration 60F: 3 clusters Score -2764863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2764860.500000 Penalty: 4932.726562
	Iteration 61Q: 3 clusters Score -2764860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2764860.750000 Penalty: 4932.726562
	Iteration 62Q: 3 clusters Score -2764861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2764861.750000 Penalty: 4932.726562
	Iteration 63Q: 3 clusters Score -2764862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2764861.750000 Penalty: 4932.726562
	Iteration 64F: 3 clusters Score -2764862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (177174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177174 members 
Entering Unmasked Estep 
Score: -24324894.000000 Penalty: 2997.052002
	Iteration 0F: 2 clusters Score -2.432489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88449 members 
Mstep: Class 2 contains 88725 members 
Entering Unmasked Estep 
Score: -24209444.000000 Penalty: 5994.104004
	Iteration 0F: 3 clusters Score -2.420944e+07 nChanged 84930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88293 members 
Mstep: Class 2 contains 88881 members 
Entering Unmasked Estep 
Score: -24258380.000000 Penalty: 5994.104004
	Iteration 1F: 3 clusters Score -2.425838e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88523 members 
Mstep: Class 2 contains 88651 members 
Entering Unmasked Estep 
Score: -24260070.000000 Penalty: 5994.104004
	Iteration 2Q: 3 clusters Score -2.426007e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89031 members 
Mstep: Class 2 contains 88143 members 
Entering Unmasked Estep 
Score: -24262342.000000 Penalty: 5994.104004
	Iteration 3Q: 3 clusters Score -2.426234e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89880 members 
Mstep: Class 2 contains 87294 members 
Entering Unmasked Estep 
Score: -24265420.000000 Penalty: 5994.104004
	Iteration 4Q: 3 clusters Score -2.426542e+07 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91632 members 
Mstep: Class 2 contains 85542 members 
Entering Unmasked Estep 
Score: -24270152.000000 Penalty: 5994.104004
	Iteration 5F: 3 clusters Score -2.427015e+07 nChanged 10781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94367 members 
Mstep: Class 2 contains 82807 members 
Entering Unmasked Estep 
Score: -24276368.000000 Penalty: 5994.104004
	Iteration 6F: 3 clusters Score -2.427637e+07 nChanged 11936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97909 members 
Mstep: Class 2 contains 79265 members 
Entering Unmasked Estep 
Score: -24284520.000000 Penalty: 5994.104004
	Iteration 7F: 3 clusters Score -2.428452e+07 nChanged 12387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101886 members 
Mstep: Class 2 contains 75288 members 
Entering Unmasked Estep 
Score: -24293424.000000 Penalty: 5994.104004
	Iteration 8F: 3 clusters Score -2.429342e+07 nChanged 11509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105501 members 
Mstep: Class 2 contains 71673 members 
Entering Unmasked Estep 
Score: -24301862.000000 Penalty: 5994.104004
	Iteration 9F: 3 clusters Score -2.430186e+07 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108091 members 
Mstep: Class 2 contains 69083 members 
Entering Unmasked Estep 
Score: -24306302.000000 Penalty: 5994.104004
	Iteration 10Q: 3 clusters Score -2.43063e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110071 members 
Mstep: Class 2 contains 67103 members 
Entering Unmasked Estep 
Score: -24307964.000000 Penalty: 5994.104004
	Iteration 11Q: 3 clusters Score -2.430796e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111853 members 
Mstep: Class 2 contains 65321 members 
Entering Unmasked Estep 
Score: -24308600.000000 Penalty: 5994.104004
	Iteration 12Q: 3 clusters Score -2.43086e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113612 members 
Mstep: Class 2 contains 63562 members 
Entering Unmasked Estep 
Score: -24309180.000000 Penalty: 5994.104004
	Iteration 13Q: 3 clusters Score -2.430918e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115423 members 
Mstep: Class 2 contains 61751 members 
Entering Unmasked Estep 
Score: -24309800.000000 Penalty: 5994.104004
	Iteration 14Q: 3 clusters Score -2.43098e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117196 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -24310412.000000 Penalty: 5994.104004
	Iteration 15Q: 3 clusters Score -2.431041e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118874 members 
Mstep: Class 2 contains 58300 members 
Entering Unmasked Estep 
Score: -24310884.000000 Penalty: 5994.104004
	Iteration 16Q: 3 clusters Score -2.431088e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120494 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -24311250.000000 Penalty: 5994.104004
	Iteration 17Q: 3 clusters Score -2.431125e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122106 members 
Mstep: Class 2 contains 55068 members 
Entering Unmasked Estep 
Score: -24311826.000000 Penalty: 5994.104004
	Iteration 18Q: 3 clusters Score -2.431183e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123729 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -24312268.000000 Penalty: 5994.104004
	Iteration 19Q: 3 clusters Score -2.431227e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125342 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -24312664.000000 Penalty: 5994.104004
	Iteration 20F: 3 clusters Score -2.431266e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126991 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -24313136.000000 Penalty: 5994.104004
	Iteration 21Q: 3 clusters Score -2.431314e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128747 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -24313600.000000 Penalty: 5994.104004
	Iteration 22Q: 3 clusters Score -2.43136e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130482 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -24314000.000000 Penalty: 5994.104004
	Iteration 23Q: 3 clusters Score -2.4314e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132315 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -24314504.000000 Penalty: 5994.104004
	Iteration 24Q: 3 clusters Score -2.43145e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134090 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -24314926.000000 Penalty: 5994.104004
	Iteration 25Q: 3 clusters Score -2.431493e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135999 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -24315402.000000 Penalty: 5994.104004
	Iteration 26Q: 3 clusters Score -2.43154e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137925 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -24315852.000000 Penalty: 5994.104004
	Iteration 27Q: 3 clusters Score -2.431585e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139880 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -24316308.000000 Penalty: 5994.104004
	Iteration 28Q: 3 clusters Score -2.431631e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141846 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -24316844.000000 Penalty: 5994.104004
	Iteration 29Q: 3 clusters Score -2.431684e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143762 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -24317260.000000 Penalty: 5994.104004
	Iteration 30Q: 3 clusters Score -2.431726e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145709 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -24317818.000000 Penalty: 5994.104004
	Iteration 31Q: 3 clusters Score -2.431782e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147919 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -24318352.000000 Penalty: 5994.104004
	Iteration 32Q: 3 clusters Score -2.431835e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150193 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -24318876.000000 Penalty: 5994.104004
	Iteration 33Q: 3 clusters Score -2.431888e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152498 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -24319466.000000 Penalty: 5994.104004
	Iteration 34Q: 3 clusters Score -2.431947e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154886 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -24320230.000000 Penalty: 5994.104004
	Iteration 35Q: 3 clusters Score -2.432023e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157202 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -24320690.000000 Penalty: 5994.104004
	Iteration 36Q: 3 clusters Score -2.432069e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159484 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -24321260.000000 Penalty: 5994.104004
	Iteration 37Q: 3 clusters Score -2.432126e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161635 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -24321772.000000 Penalty: 5994.104004
	Iteration 38Q: 3 clusters Score -2.432177e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163568 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -24322086.000000 Penalty: 5994.104004
	Iteration 39Q: 3 clusters Score -2.432209e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165228 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -24322592.000000 Penalty: 5994.104004
	Iteration 40F: 3 clusters Score -2.432259e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166805 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -24322852.000000 Penalty: 5994.104004
	Iteration 41Q: 3 clusters Score -2.432285e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168228 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -24322954.000000 Penalty: 5994.104004
	Iteration 42Q: 3 clusters Score -2.432295e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169383 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -24323250.000000 Penalty: 5994.104004
	Iteration 43Q: 3 clusters Score -2.432325e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170372 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -24323388.000000 Penalty: 5994.104004
	Iteration 44Q: 3 clusters Score -2.432339e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171196 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -24323486.000000 Penalty: 5994.104004
	Iteration 45Q: 3 clusters Score -2.432349e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171891 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -24323550.000000 Penalty: 5994.104004
	Iteration 46Q: 3 clusters Score -2.432355e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172480 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -24323656.000000 Penalty: 5994.104004
	Iteration 47Q: 3 clusters Score -2.432366e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172973 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -24323752.000000 Penalty: 5994.104004
	Iteration 48Q: 3 clusters Score -2.432375e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173386 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -24323762.000000 Penalty: 5994.104004
	Iteration 49Q: 3 clusters Score -2.432376e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173736 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -24323738.000000 Penalty: 5994.104004
	Iteration 50Q: 3 clusters Score -2.432374e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173985 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -24323812.000000 Penalty: 5994.104004
	Iteration 51Q: 3 clusters Score -2.432381e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174194 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -24323792.000000 Penalty: 5994.104004
	Iteration 52Q: 3 clusters Score -2.432379e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174361 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -24323762.000000 Penalty: 5994.104004
	Iteration 53Q: 3 clusters Score -2.432376e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174506 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -24323760.000000 Penalty: 5994.104004
	Iteration 54Q: 3 clusters Score -2.432376e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174625 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -24323752.000000 Penalty: 5994.104004
	Iteration 55Q: 3 clusters Score -2.432375e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174725 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -24323732.000000 Penalty: 5994.104004
	Iteration 56Q: 3 clusters Score -2.432373e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174807 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -24323720.000000 Penalty: 5994.104004
	Iteration 57Q: 3 clusters Score -2.432372e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174874 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -24323688.000000 Penalty: 5994.104004
	Iteration 58Q: 3 clusters Score -2.432369e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174926 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -24323684.000000 Penalty: 5994.104004
	Iteration 59Q: 3 clusters Score -2.432368e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174980 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -24323678.000000 Penalty: 5994.104004
	Iteration 60F: 3 clusters Score -2.432368e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175035 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -24323704.000000 Penalty: 5994.104004
	Iteration 61Q: 3 clusters Score -2.43237e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175076 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -24323700.000000 Penalty: 5994.104004
	Iteration 62Q: 3 clusters Score -2.43237e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175118 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -24323702.000000 Penalty: 5994.104004
	Iteration 63Q: 3 clusters Score -2.43237e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175146 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -24323678.000000 Penalty: 5994.104004
	Iteration 64Q: 3 clusters Score -2.432368e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175172 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -24323676.000000 Penalty: 5994.104004
	Iteration 65Q: 3 clusters Score -2.432368e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175195 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -24323638.000000 Penalty: 5994.104004
	Iteration 66Q: 3 clusters Score -2.432364e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175219 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -24323636.000000 Penalty: 5994.104004
	Iteration 67Q: 3 clusters Score -2.432364e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175244 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -24323642.000000 Penalty: 5994.104004
	Iteration 68Q: 3 clusters Score -2.432364e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175269 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -24323660.000000 Penalty: 5994.104004
	Iteration 69Q: 3 clusters Score -2.432366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175287 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -24323658.000000 Penalty: 5994.104004
	Iteration 70Q: 3 clusters Score -2.432366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175299 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -24323660.000000 Penalty: 5994.104004
	Iteration 71Q: 3 clusters Score -2.432366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175315 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -24323648.000000 Penalty: 5994.104004
	Iteration 72Q: 3 clusters Score -2.432365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175328 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -24323650.000000 Penalty: 5994.104004
	Iteration 73Q: 3 clusters Score -2.432365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175341 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -24323642.000000 Penalty: 5994.104004
	Iteration 74Q: 3 clusters Score -2.432364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175352 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -24323638.000000 Penalty: 5994.104004
	Iteration 75Q: 3 clusters Score -2.432364e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175368 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -24323638.000000 Penalty: 5994.104004
	Iteration 76Q: 3 clusters Score -2.432364e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175386 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -24323610.000000 Penalty: 5994.104004
	Iteration 77Q: 3 clusters Score -2.432361e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175406 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -24323612.000000 Penalty: 5994.104004
	Iteration 78Q: 3 clusters Score -2.432361e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175430 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -24323612.000000 Penalty: 5994.104004
	Iteration 79Q: 3 clusters Score -2.432361e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175451 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -24323602.000000 Penalty: 5994.104004
	Iteration 80F: 3 clusters Score -2.43236e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175472 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -24323576.000000 Penalty: 5994.104004
	Iteration 81Q: 3 clusters Score -2.432358e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175494 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -24323550.000000 Penalty: 5994.104004
	Iteration 82Q: 3 clusters Score -2.432355e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175511 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -24323532.000000 Penalty: 5994.104004
	Iteration 83Q: 3 clusters Score -2.432353e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175529 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -24323536.000000 Penalty: 5994.104004
	Iteration 84Q: 3 clusters Score -2.432354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175536 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -24323516.000000 Penalty: 5994.104004
	Iteration 85Q: 3 clusters Score -2.432352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175544 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -24323504.000000 Penalty: 5994.104004
	Iteration 86Q: 3 clusters Score -2.43235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175553 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -24323522.000000 Penalty: 5994.104004
	Iteration 87Q: 3 clusters Score -2.432352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175560 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -24323522.000000 Penalty: 5994.104004
	Iteration 88Q: 3 clusters Score -2.432352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175564 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -24323510.000000 Penalty: 5994.104004
	Iteration 89Q: 3 clusters Score -2.432351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175568 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -24323494.000000 Penalty: 5994.104004
	Iteration 90Q: 3 clusters Score -2.432349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175571 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -24323524.000000 Penalty: 5994.104004
	Iteration 91Q: 3 clusters Score -2.432352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175578 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -24323526.000000 Penalty: 5994.104004
	Iteration 92Q: 3 clusters Score -2.432353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175579 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -24323524.000000 Penalty: 5994.104004
	Iteration 93Q: 3 clusters Score -2.432352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175581 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -24323520.000000 Penalty: 5994.104004
	Iteration 94Q: 3 clusters Score -2.432352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175583 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -24323530.000000 Penalty: 5994.104004
	Iteration 95Q: 3 clusters Score -2.432353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175584 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -24323528.000000 Penalty: 5994.104004
	Iteration 96Q: 3 clusters Score -2.432353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175584 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -24323528.000000 Penalty: 5994.104004
	Iteration 97F: 3 clusters Score -2.432353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67695 members 
Entering Unmasked Estep 
Score: -9347818.000000 Penalty: 2758.446289
	Iteration 0F: 2 clusters Score -9347818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -9302244.000000 Penalty: 5516.892578
	Iteration 0F: 3 clusters Score -9302244 nChanged 31608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -9320163.000000 Penalty: 5516.892578
	Iteration 1F: 3 clusters Score -9320163 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -9320874.000000 Penalty: 5516.892578
	Iteration 2Q: 3 clusters Score -9320874 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -9321648.000000 Penalty: 5516.892578
	Iteration 3Q: 3 clusters Score -9321648 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -9322473.000000 Penalty: 5516.892578
	Iteration 4Q: 3 clusters Score -9322473 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -9323496.000000 Penalty: 5516.892578
	Iteration 5Q: 3 clusters Score -9323496 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -9324820.000000 Penalty: 5516.892578
	Iteration 6Q: 3 clusters Score -9324820 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -9326526.000000 Penalty: 5516.892578
	Iteration 7Q: 3 clusters Score -9326526 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -9328539.000000 Penalty: 5516.892578
	Iteration 8F: 3 clusters Score -9328539 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -9330988.000000 Penalty: 5516.892578
	Iteration 9F: 3 clusters Score -9330988 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -9333390.000000 Penalty: 5516.892578
	Iteration 10F: 3 clusters Score -9333390 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -9335457.000000 Penalty: 5516.892578
	Iteration 11F: 3 clusters Score -9335457 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -9336844.000000 Penalty: 5516.892578
	Iteration 12Q: 3 clusters Score -9336844 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -9337502.000000 Penalty: 5516.892578
	Iteration 13Q: 3 clusters Score -9337502 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -9337838.000000 Penalty: 5516.892578
	Iteration 14Q: 3 clusters Score -9337838 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -9338125.000000 Penalty: 5516.892578
	Iteration 15Q: 3 clusters Score -9338125 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -9338383.000000 Penalty: 5516.892578
	Iteration 16Q: 3 clusters Score -9338383 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -9338640.000000 Penalty: 5516.892578
	Iteration 17Q: 3 clusters Score -9338640 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -9338822.000000 Penalty: 5516.892578
	Iteration 18Q: 3 clusters Score -9338822 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -9339026.000000 Penalty: 5516.892578
	Iteration 19Q: 3 clusters Score -9339026 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -9339216.000000 Penalty: 5516.892578
	Iteration 20F: 3 clusters Score -9339216 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -9339380.000000 Penalty: 5516.892578
	Iteration 21Q: 3 clusters Score -9339380 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -9339503.000000 Penalty: 5516.892578
	Iteration 22Q: 3 clusters Score -9339503 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -9339686.000000 Penalty: 5516.892578
	Iteration 23Q: 3 clusters Score -9339686 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -9339865.000000 Penalty: 5516.892578
	Iteration 24Q: 3 clusters Score -9339865 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -9340063.000000 Penalty: 5516.892578
	Iteration 25Q: 3 clusters Score -9340063 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -9340287.000000 Penalty: 5516.892578
	Iteration 26Q: 3 clusters Score -9340287 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -9340483.000000 Penalty: 5516.892578
	Iteration 27Q: 3 clusters Score -9340483 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -9340669.000000 Penalty: 5516.892578
	Iteration 28Q: 3 clusters Score -9340669 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -9340837.000000 Penalty: 5516.892578
	Iteration 29Q: 3 clusters Score -9340837 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -9341025.000000 Penalty: 5516.892578
	Iteration 30Q: 3 clusters Score -9341025 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -9341236.000000 Penalty: 5516.892578
	Iteration 31Q: 3 clusters Score -9341236 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -9341440.000000 Penalty: 5516.892578
	Iteration 32Q: 3 clusters Score -9341440 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -9341640.000000 Penalty: 5516.892578
	Iteration 33Q: 3 clusters Score -9341640 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -9341866.000000 Penalty: 5516.892578
	Iteration 34Q: 3 clusters Score -9341866 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -9342065.000000 Penalty: 5516.892578
	Iteration 35Q: 3 clusters Score -9342065 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -9342291.000000 Penalty: 5516.892578
	Iteration 36Q: 3 clusters Score -9342291 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -9342477.000000 Penalty: 5516.892578
	Iteration 37Q: 3 clusters Score -9342477 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -9342660.000000 Penalty: 5516.892578
	Iteration 38Q: 3 clusters Score -9342660 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -9342758.000000 Penalty: 5516.892578
	Iteration 39Q: 3 clusters Score -9342758 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -9342905.000000 Penalty: 5516.892578
	Iteration 40F: 3 clusters Score -9342905 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56972 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -9343059.000000 Penalty: 5516.892578
	Iteration 41Q: 3 clusters Score -9343059 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -9343230.000000 Penalty: 5516.892578
	Iteration 42Q: 3 clusters Score -9343230 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58040 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -9343301.000000 Penalty: 5516.892578
	Iteration 43Q: 3 clusters Score -9343301 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58495 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -9343405.000000 Penalty: 5516.892578
	Iteration 44Q: 3 clusters Score -9343405 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58944 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -9343498.000000 Penalty: 5516.892578
	Iteration 45Q: 3 clusters Score -9343498 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -9343652.000000 Penalty: 5516.892578
	Iteration 46Q: 3 clusters Score -9343652 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59817 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -9343771.000000 Penalty: 5516.892578
	Iteration 47Q: 3 clusters Score -9343771 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -9343929.000000 Penalty: 5516.892578
	Iteration 48Q: 3 clusters Score -9343929 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60618 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -9343995.000000 Penalty: 5516.892578
	Iteration 49Q: 3 clusters Score -9343995 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61023 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -9344104.000000 Penalty: 5516.892578
	Iteration 50Q: 3 clusters Score -9344104 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61400 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -9344219.000000 Penalty: 5516.892578
	Iteration 51Q: 3 clusters Score -9344219 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -9344304.000000 Penalty: 5516.892578
	Iteration 52Q: 3 clusters Score -9344304 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62071 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -9344378.000000 Penalty: 5516.892578
	Iteration 53Q: 3 clusters Score -9344378 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62343 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -9344430.000000 Penalty: 5516.892578
	Iteration 54Q: 3 clusters Score -9344430 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -9344495.000000 Penalty: 5516.892578
	Iteration 55Q: 3 clusters Score -9344495 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -9344584.000000 Penalty: 5516.892578
	Iteration 56Q: 3 clusters Score -9344584 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63071 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -9344636.000000 Penalty: 5516.892578
	Iteration 57Q: 3 clusters Score -9344636 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63284 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -9344715.000000 Penalty: 5516.892578
	Iteration 58Q: 3 clusters Score -9344715 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63491 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -9344772.000000 Penalty: 5516.892578
	Iteration 59Q: 3 clusters Score -9344772 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -9344814.000000 Penalty: 5516.892578
	Iteration 60F: 3 clusters Score -9344814 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -9344893.000000 Penalty: 5516.892578
	Iteration 61Q: 3 clusters Score -9344893 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64016 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -9344935.000000 Penalty: 5516.892578
	Iteration 62Q: 3 clusters Score -9344935 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64177 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -9344978.000000 Penalty: 5516.892578
	Iteration 63Q: 3 clusters Score -9344978 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64311 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -9345017.000000 Penalty: 5516.892578
	Iteration 64Q: 3 clusters Score -9345017 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64441 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -9345073.000000 Penalty: 5516.892578
	Iteration 65Q: 3 clusters Score -9345073 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64558 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -9345088.000000 Penalty: 5516.892578
	Iteration 66Q: 3 clusters Score -9345088 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64667 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9345097 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9345119 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64852 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9345144 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64937 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9345165 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9345192 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65071 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -9345200.000000 Penalty: 5516.892578
	Iteration 72Q: 3 clusters Score -9345200 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65123 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -9345230.000000 Penalty: 5516.892578
	Iteration 73Q: 3 clusters Score -9345230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -9345228.000000 Penalty: 5516.892578
	Iteration 74Q: 3 clusters Score -9345228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65201 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -9345231.000000 Penalty: 5516.892578
	Iteration 75Q: 3 clusters Score -9345231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -9345237.000000 Penalty: 5516.892578
	Iteration 76Q: 3 clusters Score -9345237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65257 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -9345237.000000 Penalty: 5516.892578
	Iteration 77Q: 3 clusters Score -9345237 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65283 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -9345232.000000 Penalty: 5516.892578
	Iteration 78Q: 3 clusters Score -9345232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -9345239.000000 Penalty: 5516.892578
	Iteration 79Q: 3 clusters Score -9345239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65332 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -9345250.000000 Penalty: 5516.892578
	Iteration 80F: 3 clusters Score -9345250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65360 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -9345262.000000 Penalty: 5516.892578
	Iteration 81Q: 3 clusters Score -9345262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -9345272.000000 Penalty: 5516.892578
	Iteration 82Q: 3 clusters Score -9345272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -9345270.000000 Penalty: 5516.892578
	Iteration 83Q: 3 clusters Score -9345270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -9345273.000000 Penalty: 5516.892578
	Iteration 84Q: 3 clusters Score -9345273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65427 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -9345276.000000 Penalty: 5516.892578
	Iteration 85Q: 3 clusters Score -9345276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65440 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -9345272.000000 Penalty: 5516.892578
	Iteration 86Q: 3 clusters Score -9345272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65456 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -9345287.000000 Penalty: 5516.892578
	Iteration 87Q: 3 clusters Score -9345287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -9345283.000000 Penalty: 5516.892578
	Iteration 88Q: 3 clusters Score -9345283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65477 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -9345289.000000 Penalty: 5516.892578
	Iteration 89Q: 3 clusters Score -9345289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65487 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -9345275.000000 Penalty: 5516.892578
	Iteration 90Q: 3 clusters Score -9345275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65494 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -9345289.000000 Penalty: 5516.892578
	Iteration 91Q: 3 clusters Score -9345289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65504 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -9345304.000000 Penalty: 5516.892578
	Iteration 92Q: 3 clusters Score -9345304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65511 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -9345297.000000 Penalty: 5516.892578
	Iteration 93Q: 3 clusters Score -9345297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65523 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -9345300.000000 Penalty: 5516.892578
	Iteration 94Q: 3 clusters Score -9345300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65533 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -9345289.000000 Penalty: 5516.892578
	Iteration 95Q: 3 clusters Score -9345289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65544 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -9345296.000000 Penalty: 5516.892578
	Iteration 96Q: 3 clusters Score -9345296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65558 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -9345301.000000 Penalty: 5516.892578
	Iteration 97Q: 3 clusters Score -9345301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65568 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -9345290.000000 Penalty: 5516.892578
	Iteration 98Q: 3 clusters Score -9345290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65580 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -9345301.000000 Penalty: 5516.892578
	Iteration 99Q: 3 clusters Score -9345301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65589 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -9345290.000000 Penalty: 5516.892578
	Iteration 100F: 3 clusters Score -9345290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65595 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -9345292.000000 Penalty: 5516.892578
	Iteration 101Q: 3 clusters Score -9345292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -9345304.000000 Penalty: 5516.892578
	Iteration 102Q: 3 clusters Score -9345304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65619 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -9345309.000000 Penalty: 5516.892578
	Iteration 103Q: 3 clusters Score -9345309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65632 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -9345310.000000 Penalty: 5516.892578
	Iteration 104Q: 3 clusters Score -9345310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65641 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -9345309.000000 Penalty: 5516.892578
	Iteration 105Q: 3 clusters Score -9345309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65647 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -9345313.000000 Penalty: 5516.892578
	Iteration 106Q: 3 clusters Score -9345313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65651 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -9345311.000000 Penalty: 5516.892578
	Iteration 107Q: 3 clusters Score -9345311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -9345317.000000 Penalty: 5516.892578
	Iteration 108Q: 3 clusters Score -9345317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65663 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -9345321.000000 Penalty: 5516.892578
	Iteration 109Q: 3 clusters Score -9345321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65672 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -9345336.000000 Penalty: 5516.892578
	Iteration 110Q: 3 clusters Score -9345336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65681 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -9345331.000000 Penalty: 5516.892578
	Iteration 111Q: 3 clusters Score -9345331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -9345332.000000 Penalty: 5516.892578
	Iteration 112Q: 3 clusters Score -9345332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -9345340.000000 Penalty: 5516.892578
	Iteration 113Q: 3 clusters Score -9345340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65693 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -9345343.000000 Penalty: 5516.892578
	Iteration 114Q: 3 clusters Score -9345343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65702 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -9345352.000000 Penalty: 5516.892578
	Iteration 115Q: 3 clusters Score -9345352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65710 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -9345345.000000 Penalty: 5516.892578
	Iteration 116Q: 3 clusters Score -9345345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65720 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -9345343.000000 Penalty: 5516.892578
	Iteration 117Q: 3 clusters Score -9345343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -9345348.000000 Penalty: 5516.892578
	Iteration 118Q: 3 clusters Score -9345348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65737 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -9345358.000000 Penalty: 5516.892578
	Iteration 119Q: 3 clusters Score -9345358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65748 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9345364.000000 Penalty: 5516.892578
	Iteration 120F: 3 clusters Score -9345364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65759 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -9345369.000000 Penalty: 5516.892578
	Iteration 121Q: 3 clusters Score -9345369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65777 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -9345376.000000 Penalty: 5516.892578
	Iteration 122Q: 3 clusters Score -9345376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65794 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -9345372.000000 Penalty: 5516.892578
	Iteration 123Q: 3 clusters Score -9345372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -9345376.000000 Penalty: 5516.892578
	Iteration 124Q: 3 clusters Score -9345376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65818 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -9345375.000000 Penalty: 5516.892578
	Iteration 125Q: 3 clusters Score -9345375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65827 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -9345379.000000 Penalty: 5516.892578
	Iteration 126Q: 3 clusters Score -9345379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65832 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -9345391.000000 Penalty: 5516.892578
	Iteration 127Q: 3 clusters Score -9345391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -9345389.000000 Penalty: 5516.892578
	Iteration 128Q: 3 clusters Score -9345389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65842 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -9345385.000000 Penalty: 5516.892578
	Iteration 129Q: 3 clusters Score -9345385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65844 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -9345383.000000 Penalty: 5516.892578
	Iteration 130Q: 3 clusters Score -9345383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65845 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -9345384.000000 Penalty: 5516.892578
	Iteration 131Q: 3 clusters Score -9345384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65846 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -9345381.000000 Penalty: 5516.892578
	Iteration 132Q: 3 clusters Score -9345381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65847 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -9345379.000000 Penalty: 5516.892578
	Iteration 133Q: 3 clusters Score -9345379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65848 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -9345382.000000 Penalty: 5516.892578
	Iteration 134Q: 3 clusters Score -9345382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -9345382.000000 Penalty: 5516.892578
	Iteration 135Q: 3 clusters Score -9345382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65852 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -9345387.000000 Penalty: 5516.892578
	Iteration 136Q: 3 clusters Score -9345387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -9345388.000000 Penalty: 5516.892578
	Iteration 137Q: 3 clusters Score -9345388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65854 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -9345385.000000 Penalty: 5516.892578
	Iteration 138Q: 3 clusters Score -9345385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65855 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -9345385.000000 Penalty: 5516.892578
	Iteration 139Q: 3 clusters Score -9345385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65856 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -9345387.000000 Penalty: 5516.892578
	Iteration 140F: 3 clusters Score -9345387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65858 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -9345387.000000 Penalty: 5516.892578
	Iteration 141Q: 3 clusters Score -9345387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -9345390.000000 Penalty: 5516.892578
	Iteration 142Q: 3 clusters Score -9345390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65862 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -9345392.000000 Penalty: 5516.892578
	Iteration 143Q: 3 clusters Score -9345392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65863 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -9345391.000000 Penalty: 5516.892578
	Iteration 144Q: 3 clusters Score -9345391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65864 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -9345387.000000 Penalty: 5516.892578
	Iteration 145Q: 3 clusters Score -9345387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65864 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
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	Iteration 146F: 3 clusters Score -9345387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Entering Unmasked Estep 
Score: -1876847.250000 Penalty: 2358.425049
	Iteration 0F: 2 clusters Score -1876847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1866910.750000 Penalty: 4716.850098
	Iteration 0F: 3 clusters Score -1866911 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1869973.500000 Penalty: 4716.850098
	Iteration 1F: 3 clusters Score -1869974 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1870434.250000 Penalty: 4716.850098
	Iteration 2F: 3 clusters Score -1870434 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1870914.625000 Penalty: 4716.850098
	Iteration 3F: 3 clusters Score -1870915 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1871493.750000 Penalty: 4716.850098
	Iteration 4F: 3 clusters Score -1871494 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1872196.750000 Penalty: 4716.850098
	Iteration 5F: 3 clusters Score -1872197 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1872915.250000 Penalty: 4716.850098
	Iteration 6F: 3 clusters Score -1872915 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1873557.000000 Penalty: 4716.850098
	Iteration 7F: 3 clusters Score -1873557 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1874023.375000 Penalty: 4716.850098
	Iteration 8Q: 3 clusters Score -1874023 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1874368.250000 Penalty: 4716.850098
	Iteration 9Q: 3 clusters Score -1874368 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1874602.000000 Penalty: 4716.850098
	Iteration 10Q: 3 clusters Score -1874602 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1874715.000000 Penalty: 4716.850098
	Iteration 11Q: 3 clusters Score -1874715 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1874784.875000 Penalty: 4716.850098
	Iteration 12Q: 3 clusters Score -1874785 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1874831.500000 Penalty: 4716.850098
	Iteration 13Q: 3 clusters Score -1874832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1874866.375000 Penalty: 4716.850098
	Iteration 14Q: 3 clusters Score -1874866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1874878.250000 Penalty: 4716.850098
	Iteration 15Q: 3 clusters Score -1874878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1874884.750000 Penalty: 4716.850098
	Iteration 16Q: 3 clusters Score -1874885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1874890.375000 Penalty: 4716.850098
	Iteration 17Q: 3 clusters Score -1874890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1874897.250000 Penalty: 4716.850098
	Iteration 18Q: 3 clusters Score -1874897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1874902.500000 Penalty: 4716.850098
	Iteration 19Q: 3 clusters Score -1874902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1874908.125000 Penalty: 4716.850098
	Iteration 20F: 3 clusters Score -1874908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1874913.375000 Penalty: 4716.850098
	Iteration 21Q: 3 clusters Score -1874913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1874914.875000 Penalty: 4716.850098
	Iteration 22Q: 3 clusters Score -1874915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1874912.375000 Penalty: 4716.850098
	Iteration 23Q: 3 clusters Score -1874912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1874911.500000 Penalty: 4716.850098
	Iteration 24Q: 3 clusters Score -1874912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1874914.250000 Penalty: 4716.850098
	Iteration 25Q: 3 clusters Score -1874914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1874915.500000 Penalty: 4716.850098
	Iteration 26Q: 3 clusters Score -1874916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1874917.625000 Penalty: 4716.850098
	Iteration 27Q: 3 clusters Score -1874918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1874917.625000 Penalty: 4716.850098
	Iteration 28F: 3 clusters Score -1874918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -63550.210938 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -63550.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -62030.656250 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -62030.66 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -62259.531250 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -62259.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62344.878906 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -62344.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -62453.339844 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -62453.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62600.628906 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -62600.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62709.296875 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -62709.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -62824.390625 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -62824.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -62920.730469 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -62920.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63004.304688 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -63004.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63102.980469 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -63102.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63204.625000 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -63204.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63301.929688 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -63301.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63353.414062 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -63353.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63391.562500 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -63391.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63447.113281 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -63447.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63493.660156 Penalty: 3124.278809
	Iteration 15Q: 3 clusters Score -63493.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63556.507812 Penalty: 3124.278809
	Iteration 16Q: 3 clusters Score -63556.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63596.347656 Penalty: 3124.278809
	Iteration 17Q: 3 clusters Score -63596.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63656.230469 Penalty: 3124.278809
	Iteration 18Q: 3 clusters Score -63656.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63753.531250 Penalty: 3124.278809
	Iteration 19Q: 3 clusters Score -63753.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63929.578125 Penalty: 3124.278809
	Iteration 20F: 3 clusters Score -63929.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -64148.300781 Penalty: 3124.278809
	Iteration 21Q: 3 clusters Score -64148.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64153.257812 Penalty: 3124.278809
	Iteration 22Q: 3 clusters Score -64153.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64153.257812 Penalty: 3124.278809
	Iteration 23F: 3 clusters Score -64153.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210963 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155634 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 273 members 
Mstep: Class 8 contains 53788 members 
Mstep: Class 9 contains 108777 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177174 members 
Mstep: Class 14 contains 67695 members 
Mstep: Class 19 contains 13491 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 31632 members 
Entering Unmasked Estep 
Score: -116079376.000000 Penalty: 50824.945312
Splitting cluster 20 changes total score from -116080696.000000 to -116079376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (31632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Entering Unmasked Estep 
Score: -4298353.500000 Penalty: 2569.757080
	Iteration 0F: 2 clusters Score -4298354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -4276746.500000 Penalty: 5139.514160
	Iteration 0F: 3 clusters Score -4276746 nChanged 14234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -4284367.000000 Penalty: 5139.514160
	Iteration 1F: 3 clusters Score -4284367 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -4284692.000000 Penalty: 5139.514160
	Iteration 2Q: 3 clusters Score -4284692 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -4284956.500000 Penalty: 5139.514160
	Iteration 3Q: 3 clusters Score -4284956 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -4285174.500000 Penalty: 5139.514160
	Iteration 4Q: 3 clusters Score -4285174 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -4285395.000000 Penalty: 5139.514160
	Iteration 5Q: 3 clusters Score -4285395 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -4285667.000000 Penalty: 5139.514160
	Iteration 6Q: 3 clusters Score -4285667 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -4285948.500000 Penalty: 5139.514160
	Iteration 7Q: 3 clusters Score -4285948 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -4286284.500000 Penalty: 5139.514160
	Iteration 8Q: 3 clusters Score -4286284 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -4286764.000000 Penalty: 5139.514160
	Iteration 9Q: 3 clusters Score -4286764 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -4287464.500000 Penalty: 5139.514160
	Iteration 10Q: 3 clusters Score -4287464 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -4288509.000000 Penalty: 5139.514160
	Iteration 11Q: 3 clusters Score -4288509 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -4289677.000000 Penalty: 5139.514160
	Iteration 12F: 3 clusters Score -4289677 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -4290919.500000 Penalty: 5139.514160
	Iteration 13Q: 3 clusters Score -4290920 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -4291979.500000 Penalty: 5139.514160
	Iteration 14Q: 3 clusters Score -4291980 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -4292723.000000 Penalty: 5139.514160
	Iteration 15Q: 3 clusters Score -4292723 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -4293196.500000 Penalty: 5139.514160
	Iteration 16Q: 3 clusters Score -4293196 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -4293557.500000 Penalty: 5139.514160
	Iteration 17Q: 3 clusters Score -4293558 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -4293841.500000 Penalty: 5139.514160
	Iteration 18Q: 3 clusters Score -4293842 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -4294116.500000 Penalty: 5139.514160
	Iteration 19Q: 3 clusters Score -4294116 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -4294372.500000 Penalty: 5139.514160
	Iteration 20F: 3 clusters Score -4294372 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -4294611.000000 Penalty: 5139.514160
	Iteration 21Q: 3 clusters Score -4294611 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -4294804.000000 Penalty: 5139.514160
	Iteration 22Q: 3 clusters Score -4294804 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4294989.500000 Penalty: 5139.514160
	Iteration 23Q: 3 clusters Score -4294990 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4295138.000000 Penalty: 5139.514160
	Iteration 24Q: 3 clusters Score -4295138 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -4295274.000000 Penalty: 5139.514160
	Iteration 25Q: 3 clusters Score -4295274 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -4295383.000000 Penalty: 5139.514160
	Iteration 26Q: 3 clusters Score -4295383 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4295495.000000 Penalty: 5139.514160
	Iteration 27Q: 3 clusters Score -4295495 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4295596.500000 Penalty: 5139.514160
	Iteration 28Q: 3 clusters Score -4295596 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4295685.500000 Penalty: 5139.514160
	Iteration 29Q: 3 clusters Score -4295686 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4295757.000000 Penalty: 5139.514160
	Iteration 30Q: 3 clusters Score -4295757 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4295816.500000 Penalty: 5139.514160
	Iteration 31Q: 3 clusters Score -4295816 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4295854.000000 Penalty: 5139.514160
	Iteration 32Q: 3 clusters Score -4295854 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4295886.500000 Penalty: 5139.514160
	Iteration 33Q: 3 clusters Score -4295886 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4295925.000000 Penalty: 5139.514160
	Iteration 34Q: 3 clusters Score -4295925 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4295951.000000 Penalty: 5139.514160
	Iteration 35Q: 3 clusters Score -4295951 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4295964.000000 Penalty: 5139.514160
	Iteration 36Q: 3 clusters Score -4295964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4295985.000000 Penalty: 5139.514160
	Iteration 37Q: 3 clusters Score -4295985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4295987.000000 Penalty: 5139.514160
	Iteration 38Q: 3 clusters Score -4295987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4296000.500000 Penalty: 5139.514160
	Iteration 39Q: 3 clusters Score -4296000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4296015.000000 Penalty: 5139.514160
	Iteration 40F: 3 clusters Score -4296015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4296026.000000 Penalty: 5139.514160
	Iteration 41Q: 3 clusters Score -4296026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4296033.000000 Penalty: 5139.514160
	Iteration 42Q: 3 clusters Score -4296033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4296042.000000 Penalty: 5139.514160
	Iteration 43Q: 3 clusters Score -4296042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4296051.500000 Penalty: 5139.514160
	Iteration 44Q: 3 clusters Score -4296052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4296064.000000 Penalty: 5139.514160
	Iteration 45Q: 3 clusters Score -4296064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4296062.500000 Penalty: 5139.514160
	Iteration 46Q: 3 clusters Score -4296062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4296070.000000 Penalty: 5139.514160
	Iteration 47Q: 3 clusters Score -4296070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4296075.500000 Penalty: 5139.514160
	Iteration 48Q: 3 clusters Score -4296076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4296080.000000 Penalty: 5139.514160
	Iteration 49Q: 3 clusters Score -4296080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4296085.500000 Penalty: 5139.514160
	Iteration 50Q: 3 clusters Score -4296086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4296096.000000 Penalty: 5139.514160
	Iteration 51Q: 3 clusters Score -4296096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4296101.000000 Penalty: 5139.514160
	Iteration 52Q: 3 clusters Score -4296101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4296101.000000 Penalty: 5139.514160
	Iteration 53Q: 3 clusters Score -4296101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4296107.000000 Penalty: 5139.514160
	Iteration 54Q: 3 clusters Score -4296107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4296108.500000 Penalty: 5139.514160
	Iteration 55Q: 3 clusters Score -4296108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4296114.500000 Penalty: 5139.514160
	Iteration 56Q: 3 clusters Score -4296114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4296113.500000 Penalty: 5139.514160
	Iteration 57Q: 3 clusters Score -4296114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4296111.500000 Penalty: 5139.514160
	Iteration 58Q: 3 clusters Score -4296112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4296114.000000 Penalty: 5139.514160
	Iteration 59Q: 3 clusters Score -4296114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4296111.500000 Penalty: 5139.514160
	Iteration 60F: 3 clusters Score -4296112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4296116.000000 Penalty: 5139.514160
	Iteration 61Q: 3 clusters Score -4296116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4296116.500000 Penalty: 5139.514160
	Iteration 62Q: 3 clusters Score -4296116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4296116.500000 Penalty: 5139.514160
	Iteration 63F: 3 clusters Score -4296116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210963 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155634 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53788 members 
Mstep: Class 9 contains 108777 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177174 members 
Mstep: Class 14 contains 67695 members 
Mstep: Class 19 contains 13491 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080624.000000 Penalty: 47436.613281
Iteration 359Q: 15 clusters Score -1.160806e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210964 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155635 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53789 members 
Mstep: Class 9 contains 108769 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177180 members 
Mstep: Class 14 contains 67695 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080648.000000 Penalty: 47436.613281
Iteration 360F: 15 clusters Score -1.160806e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210959 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155640 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53788 members 
Mstep: Class 9 contains 108760 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177188 members 
Mstep: Class 14 contains 67698 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080648.000000 Penalty: 47436.613281
Iteration 361Q: 15 clusters Score -1.160806e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210957 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155641 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53790 members 
Mstep: Class 9 contains 108748 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177194 members 
Mstep: Class 14 contains 67701 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080680.000000 Penalty: 47436.613281
Iteration 362Q: 15 clusters Score -1.160807e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210954 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155647 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53790 members 
Mstep: Class 9 contains 108736 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177196 members 
Mstep: Class 14 contains 67705 members 
Mstep: Class 19 contains 13492 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080672.000000 Penalty: 47436.613281
Iteration 363Q: 15 clusters Score -1.160807e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210950 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155647 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53788 members 
Mstep: Class 9 contains 108731 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177204 members 
Mstep: Class 14 contains 67705 members 
Mstep: Class 19 contains 13495 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080704.000000 Penalty: 47436.613281
Iteration 364Q: 15 clusters Score -1.160807e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210948 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155643 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53789 members 
Mstep: Class 9 contains 108723 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177216 members 
Mstep: Class 14 contains 67707 members 
Mstep: Class 19 contains 13495 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080712.000000 Penalty: 47436.613281
Iteration 365Q: 15 clusters Score -1.160807e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210945 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155643 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53790 members 
Mstep: Class 9 contains 108716 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177224 members 
Mstep: Class 14 contains 67710 members 
Mstep: Class 19 contains 13493 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080712.000000 Penalty: 47436.613281
Iteration 366Q: 15 clusters Score -1.160807e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210944 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155637 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53791 members 
Mstep: Class 9 contains 108716 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177232 members 
Mstep: Class 14 contains 67711 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080728.000000 Penalty: 47436.613281
Iteration 367Q: 15 clusters Score -1.160807e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210941 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155635 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53790 members 
Mstep: Class 9 contains 108712 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177238 members 
Mstep: Class 14 contains 67714 members 
Mstep: Class 19 contains 13491 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080760.000000 Penalty: 47436.613281
Iteration 368Q: 15 clusters Score -1.160808e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210941 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155625 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53791 members 
Mstep: Class 9 contains 108705 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177249 members 
Mstep: Class 14 contains 67718 members 
Mstep: Class 19 contains 13492 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080760.000000 Penalty: 47436.613281
Iteration 369Q: 15 clusters Score -1.160808e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210945 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155621 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53791 members 
Mstep: Class 9 contains 108698 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177251 members 
Mstep: Class 14 contains 67722 members 
Mstep: Class 19 contains 13493 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080784.000000 Penalty: 47436.613281
Iteration 370Q: 15 clusters Score -1.160808e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210948 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155620 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53791 members 
Mstep: Class 9 contains 108687 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177257 members 
Mstep: Class 14 contains 67725 members 
Mstep: Class 19 contains 13493 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080776.000000 Penalty: 47436.613281
Iteration 371Q: 15 clusters Score -1.160808e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210952 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155615 members 
Mstep: Class 5 contains 14819 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53791 members 
Mstep: Class 9 contains 108682 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177259 members 
Mstep: Class 14 contains 67728 members 
Mstep: Class 19 contains 13493 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080720.000000 Penalty: 47436.613281
Iteration 372Q: 15 clusters Score -1.160807e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210955 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155612 members 
Mstep: Class 5 contains 14819 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53792 members 
Mstep: Class 9 contains 108680 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177260 members 
Mstep: Class 14 contains 67728 members 
Mstep: Class 19 contains 13493 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080792.000000 Penalty: 47436.613281
Iteration 373Q: 15 clusters Score -1.160808e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210953 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155608 members 
Mstep: Class 5 contains 14819 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53793 members 
Mstep: Class 9 contains 108676 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177271 members 
Mstep: Class 14 contains 67727 members 
Mstep: Class 19 contains 13492 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080760.000000 Penalty: 47436.613281
Iteration 374Q: 15 clusters Score -1.160808e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210956 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155607 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53793 members 
Mstep: Class 9 contains 108668 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177277 members 
Mstep: Class 14 contains 67727 members 
Mstep: Class 19 contains 13493 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080744.000000 Penalty: 47436.613281
Iteration 375Q: 15 clusters Score -1.160807e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210953 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155608 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53794 members 
Mstep: Class 9 contains 108668 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177274 members 
Mstep: Class 14 contains 67731 members 
Mstep: Class 19 contains 13493 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080744.000000 Penalty: 47436.613281
Iteration 376Q: 15 clusters Score -1.160807e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210955 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155609 members 
Mstep: Class 5 contains 14817 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53794 members 
Mstep: Class 9 contains 108664 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177275 members 
Mstep: Class 14 contains 67731 members 
Mstep: Class 19 contains 13494 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080728.000000 Penalty: 47436.613281
Iteration 377Q: 15 clusters Score -1.160807e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210958 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155609 members 
Mstep: Class 5 contains 14817 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53795 members 
Mstep: Class 9 contains 108657 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177277 members 
Mstep: Class 14 contains 67732 members 
Mstep: Class 19 contains 13494 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080624.000000 Penalty: 47436.613281
Iteration 378Q: 15 clusters Score -1.160806e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210954 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155610 members 
Mstep: Class 5 contains 14817 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53795 members 
Mstep: Class 9 contains 108651 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177283 members 
Mstep: Class 14 contains 67735 members 
Mstep: Class 19 contains 13494 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080712.000000 Penalty: 47436.613281
Iteration 379Q: 15 clusters Score -1.160807e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210952 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155611 members 
Mstep: Class 5 contains 14817 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53795 members 
Mstep: Class 9 contains 108644 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177291 members 
Mstep: Class 14 contains 67735 members 
Mstep: Class 19 contains 13494 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080744.000000 Penalty: 47436.613281
Iteration 380F: 15 clusters Score -1.160807e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210948 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155613 members 
Mstep: Class 5 contains 14817 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53794 members 
Mstep: Class 9 contains 108636 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177302 members 
Mstep: Class 14 contains 67735 members 
Mstep: Class 19 contains 13494 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080792.000000 Penalty: 47436.613281
Iteration 381Q: 15 clusters Score -1.160808e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210944 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155615 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53793 members 
Mstep: Class 9 contains 108626 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177313 members 
Mstep: Class 14 contains 67736 members 
Mstep: Class 19 contains 13494 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080776.000000 Penalty: 47436.613281
Iteration 382Q: 15 clusters Score -1.160808e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210940 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155616 members 
Mstep: Class 5 contains 14819 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53794 members 
Mstep: Class 9 contains 108620 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177318 members 
Mstep: Class 14 contains 67738 members 
Mstep: Class 19 contains 13494 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080744.000000 Penalty: 47436.613281
Iteration 383Q: 15 clusters Score -1.160807e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210933 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155619 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53795 members 
Mstep: Class 9 contains 108617 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177324 members 
Mstep: Class 14 contains 67739 members 
Mstep: Class 19 contains 13494 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080736.000000 Penalty: 47436.613281
Iteration 384Q: 15 clusters Score -1.160807e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210923 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155621 members 
Mstep: Class 5 contains 14816 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53797 members 
Mstep: Class 9 contains 108616 members 
Mstep: Class 10 contains 20850 members 
Mstep: Class 11 contains 177330 members 
Mstep: Class 14 contains 67740 members 
Mstep: Class 19 contains 13494 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080616.000000 Penalty: 47436.613281
Iteration 385Q: 15 clusters Score -1.160806e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210915 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155620 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53798 members 
Mstep: Class 9 contains 108615 members 
Mstep: Class 10 contains 20850 members 
Mstep: Class 11 contains 177336 members 
Mstep: Class 14 contains 67742 members 
Mstep: Class 19 contains 13493 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080664.000000 Penalty: 47436.613281
Iteration 386Q: 15 clusters Score -1.160807e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210914 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155616 members 
Mstep: Class 5 contains 14816 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53799 members 
Mstep: Class 9 contains 108615 members 
Mstep: Class 10 contains 20850 members 
Mstep: Class 11 contains 177339 members 
Mstep: Class 14 contains 67748 members 
Mstep: Class 19 contains 13491 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080600.000000 Penalty: 47436.613281
Iteration 387Q: 15 clusters Score -1.160806e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210907 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155614 members 
Mstep: Class 5 contains 14814 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53800 members 
Mstep: Class 9 contains 108612 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177352 members 
Mstep: Class 14 contains 67750 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080568.000000 Penalty: 47436.613281
Iteration 388Q: 15 clusters Score -1.160806e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210903 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155615 members 
Mstep: Class 5 contains 14814 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53800 members 
Mstep: Class 9 contains 108607 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177357 members 
Mstep: Class 14 contains 67754 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080584.000000 Penalty: 47436.613281
Iteration 389Q: 15 clusters Score -1.160806e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210903 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155615 members 
Mstep: Class 5 contains 14814 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53799 members 
Mstep: Class 9 contains 108599 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177361 members 
Mstep: Class 14 contains 67759 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080584.000000 Penalty: 47436.613281
Iteration 390Q: 15 clusters Score -1.160806e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210905 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155609 members 
Mstep: Class 5 contains 14812 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53799 members 
Mstep: Class 9 contains 108597 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177363 members 
Mstep: Class 14 contains 67766 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080672.000000 Penalty: 47436.613281
Iteration 391Q: 15 clusters Score -1.160807e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210904 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155609 members 
Mstep: Class 5 contains 14812 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53798 members 
Mstep: Class 9 contains 108592 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177367 members 
Mstep: Class 14 contains 67770 members 
Mstep: Class 19 contains 13488 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080688.000000 Penalty: 47436.613281
Iteration 392Q: 15 clusters Score -1.160807e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210903 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155606 members 
Mstep: Class 5 contains 14812 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53797 members 
Mstep: Class 9 contains 108588 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177373 members 
Mstep: Class 14 contains 67773 members 
Mstep: Class 19 contains 13488 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080656.000000 Penalty: 47436.613281
Iteration 393Q: 15 clusters Score -1.160807e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210901 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155604 members 
Mstep: Class 5 contains 14811 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53797 members 
Mstep: Class 9 contains 108582 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177380 members 
Mstep: Class 14 contains 67777 members 
Mstep: Class 19 contains 13488 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080688.000000 Penalty: 47436.613281
Iteration 394Q: 15 clusters Score -1.160807e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210898 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155602 members 
Mstep: Class 5 contains 14808 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53798 members 
Mstep: Class 9 contains 108579 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177388 members 
Mstep: Class 14 contains 67780 members 
Mstep: Class 19 contains 13487 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080704.000000 Penalty: 47436.613281
Iteration 395Q: 15 clusters Score -1.160807e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210897 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155599 members 
Mstep: Class 5 contains 14807 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53798 members 
Mstep: Class 9 contains 108574 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177393 members 
Mstep: Class 14 contains 67783 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080648.000000 Penalty: 47436.613281
Iteration 396Q: 15 clusters Score -1.160806e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210896 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155597 members 
Mstep: Class 5 contains 14806 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53798 members 
Mstep: Class 9 contains 108570 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177398 members 
Mstep: Class 14 contains 67786 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080600.000000 Penalty: 47436.613281
Iteration 397Q: 15 clusters Score -1.160806e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210893 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155597 members 
Mstep: Class 5 contains 14804 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53796 members 
Mstep: Class 9 contains 108565 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177407 members 
Mstep: Class 14 contains 67788 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080576.000000 Penalty: 47436.613281
Iteration 398Q: 15 clusters Score -1.160806e+08 nChanged 33
Entering ConstructFrom: 
Score: -116080576.000000 Penalty: 47436.613281
Entering ConstructFrom: 
Trying to split cluster 1 (210888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210888 members 
Entering Unmasked Estep 
Score: -28865264.000000 Penalty: 3040.252441
	Iteration 0F: 2 clusters Score -2.886526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104724 members 
Mstep: Class 2 contains 106164 members 
Entering Unmasked Estep 
Score: -28736648.000000 Penalty: 6080.504883
	Iteration 0F: 3 clusters Score -2.873665e+07 nChanged 101664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94896 members 
Mstep: Class 2 contains 115992 members 
Entering Unmasked Estep 
Score: -28797506.000000 Penalty: 6080.504883
	Iteration 1F: 3 clusters Score -2.879751e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88679 members 
Mstep: Class 2 contains 122209 members 
Entering Unmasked Estep 
Score: -28800196.000000 Penalty: 6080.504883
	Iteration 2Q: 3 clusters Score -2.88002e+07 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 131713 members 
Entering Unmasked Estep 
Score: -28805174.000000 Penalty: 6080.504883
	Iteration 3Q: 3 clusters Score -2.880517e+07 nChanged 14038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65231 members 
Mstep: Class 2 contains 145657 members 
Entering Unmasked Estep 
Score: -28814232.000000 Penalty: 6080.504883
	Iteration 4F: 3 clusters Score -2.881423e+07 nChanged 18200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 163851 members 
Entering Unmasked Estep 
Score: -28828802.000000 Penalty: 6080.504883
	Iteration 5F: 3 clusters Score -2.88288e+07 nChanged 19474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 183325 members 
Entering Unmasked Estep 
Score: -28844298.000000 Penalty: 6080.504883
	Iteration 6F: 3 clusters Score -2.88443e+07 nChanged 14655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 197976 members 
Entering Unmasked Estep 
Score: -28854430.000000 Penalty: 6080.504883
	Iteration 7F: 3 clusters Score -2.885443e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 205592 members 
Entering Unmasked Estep 
Score: -28859278.000000 Penalty: 6080.504883
	Iteration 8Q: 3 clusters Score -2.885928e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 208633 members 
Entering Unmasked Estep 
Score: -28861176.000000 Penalty: 6080.504883
	Iteration 9Q: 3 clusters Score -2.886118e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 209754 members 
Entering Unmasked Estep 
Score: -28861916.000000 Penalty: 6080.504883
	Iteration 10Q: 3 clusters Score -2.886192e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 210098 members 
Entering Unmasked Estep 
Score: -28862258.000000 Penalty: 6080.504883
	Iteration 11Q: 3 clusters Score -2.886226e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 210255 members 
Entering Unmasked Estep 
Score: -28862464.000000 Penalty: 6080.504883
	Iteration 12Q: 3 clusters Score -2.886246e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 210321 members 
Entering Unmasked Estep 
Score: -28862562.000000 Penalty: 6080.504883
	Iteration 13Q: 3 clusters Score -2.886256e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 210361 members 
Entering Unmasked Estep 
Score: -28862614.000000 Penalty: 6080.504883
	Iteration 14Q: 3 clusters Score -2.886261e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 210392 members 
Entering Unmasked Estep 
Score: -28862652.000000 Penalty: 6080.504883
	Iteration 15Q: 3 clusters Score -2.886265e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 210403 members 
Entering Unmasked Estep 
Score: -28862690.000000 Penalty: 6080.504883
	Iteration 16Q: 3 clusters Score -2.886269e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 210400 members 
Entering Unmasked Estep 
Score: -28862734.000000 Penalty: 6080.504883
	Iteration 17Q: 3 clusters Score -2.886273e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 210400 members 
Entering Unmasked Estep 
Score: -28862748.000000 Penalty: 6080.504883
	Iteration 18Q: 3 clusters Score -2.886275e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 210390 members 
Entering Unmasked Estep 
Score: -28862762.000000 Penalty: 6080.504883
	Iteration 19Q: 3 clusters Score -2.886276e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 210391 members 
Entering Unmasked Estep 
Score: -28862750.000000 Penalty: 6080.504883
	Iteration 20F: 3 clusters Score -2.886275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 210394 members 
Entering Unmasked Estep 
Score: -28862770.000000 Penalty: 6080.504883
	Iteration 21Q: 3 clusters Score -2.886277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 210395 members 
Entering Unmasked Estep 
Score: -28862784.000000 Penalty: 6080.504883
	Iteration 22Q: 3 clusters Score -2.886278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 210393 members 
Entering Unmasked Estep 
Score: -28862792.000000 Penalty: 6080.504883
	Iteration 23Q: 3 clusters Score -2.886279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 210391 members 
Entering Unmasked Estep 
Score: -28862774.000000 Penalty: 6080.504883
	Iteration 24Q: 3 clusters Score -2.886277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 210393 members 
Entering Unmasked Estep 
Score: -28862786.000000 Penalty: 6080.504883
	Iteration 25Q: 3 clusters Score -2.886279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 210395 members 
Entering Unmasked Estep 
Score: -28862792.000000 Penalty: 6080.504883
	Iteration 26Q: 3 clusters Score -2.886279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 210397 members 
Entering Unmasked Estep 
Score: -28862780.000000 Penalty: 6080.504883
	Iteration 27Q: 3 clusters Score -2.886278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 210400 members 
Entering Unmasked Estep 
Score: -28862802.000000 Penalty: 6080.504883
	Iteration 28Q: 3 clusters Score -2.88628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 210401 members 
Entering Unmasked Estep 
Score: -28862814.000000 Penalty: 6080.504883
	Iteration 29Q: 3 clusters Score -2.886281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 210402 members 
Entering Unmasked Estep 
Score: -28862818.000000 Penalty: 6080.504883
	Iteration 30Q: 3 clusters Score -2.886282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 210402 members 
Entering Unmasked Estep 
Score: -28862818.000000 Penalty: 6080.504883
	Iteration 31F: 3 clusters Score -2.886282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Entering Unmasked Estep 
Score: -154737.062500 Penalty: 1757.511108
	Iteration 0F: 2 clusters Score -154737.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -152662.093750 Penalty: 3515.022217
	Iteration 0F: 3 clusters Score -152662.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -153045.718750 Penalty: 3515.022217
	Iteration 1F: 3 clusters Score -153045.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -153240.531250 Penalty: 3515.022217
	Iteration 2F: 3 clusters Score -153240.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -153393.515625 Penalty: 3515.022217
	Iteration 3F: 3 clusters Score -153393.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -153547.234375 Penalty: 3515.022217
	Iteration 4F: 3 clusters Score -153547.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -153734.234375 Penalty: 3515.022217
	Iteration 5F: 3 clusters Score -153734.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -154023.343750 Penalty: 3515.022217
	Iteration 6F: 3 clusters Score -154023.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -154467.031250 Penalty: 3515.022217
	Iteration 7F: 3 clusters Score -154467 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -154692.359375 Penalty: 3515.022217
	Iteration 8Q: 3 clusters Score -154692.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -154753.000000 Penalty: 3515.022217
	Iteration 9Q: 3 clusters Score -154753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -154786.187500 Penalty: 3515.022217
	Iteration 10Q: 3 clusters Score -154786.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -154805.109375 Penalty: 3515.022217
	Iteration 11Q: 3 clusters Score -154805.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -154815.234375 Penalty: 3515.022217
	Iteration 12Q: 3 clusters Score -154815.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -154822.078125 Penalty: 3515.022217
	Iteration 13Q: 3 clusters Score -154822.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -154824.250000 Penalty: 3515.022217
	Iteration 14Q: 3 clusters Score -154824.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -154824.250000 Penalty: 3515.022217
	Iteration 15F: 3 clusters Score -154824.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210888 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155594 members 
Mstep: Class 5 contains 14802 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 53797 members 
Mstep: Class 9 contains 108567 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177413 members 
Mstep: Class 14 contains 67791 members 
Mstep: Class 19 contains 13487 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31632 members 
Entering Unmasked Estep 
Score: -116078976.000000 Penalty: 50824.945312
Splitting cluster 2 changes total score from -116080576.000000 to -116078976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -160187.984375 Penalty: 1770.438965
	Iteration 0F: 2 clusters Score -160188 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 605 members 
Entering Unmasked Estep 
Score: -158065.625000 Penalty: 3540.877930
	Iteration 0F: 3 clusters Score -158065.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -158417.421875 Penalty: 3540.877930
	Iteration 1F: 3 clusters Score -158417.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -158559.968750 Penalty: 3540.877930
	Iteration 2F: 3 clusters Score -158560 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -158681.375000 Penalty: 3540.877930
	Iteration 3Q: 3 clusters Score -158681.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -158799.109375 Penalty: 3540.877930
	Iteration 4Q: 3 clusters Score -158799.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -158920.765625 Penalty: 3540.877930
	Iteration 5Q: 3 clusters Score -158920.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -159043.968750 Penalty: 3540.877930
	Iteration 6Q: 3 clusters Score -159044 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -159144.578125 Penalty: 3540.877930
	Iteration 7Q: 3 clusters Score -159144.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -159262.921875 Penalty: 3540.877930
	Iteration 8Q: 3 clusters Score -159262.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -159423.765625 Penalty: 3540.877930
	Iteration 9Q: 3 clusters Score -159423.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -159571.390625 Penalty: 3540.877930
	Iteration 10Q: 3 clusters Score -159571.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -159619.984375 Penalty: 3540.877930
	Iteration 11Q: 3 clusters Score -159620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -159653.250000 Penalty: 3540.877930
	Iteration 12Q: 3 clusters Score -159653.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -159692.296875 Penalty: 3540.877930
	Iteration 13Q: 3 clusters Score -159692.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -159745.890625 Penalty: 3540.877930
	Iteration 14Q: 3 clusters Score -159745.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -159813.531250 Penalty: 3540.877930
	Iteration 15Q: 3 clusters Score -159813.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -159878.890625 Penalty: 3540.877930
	Iteration 16Q: 3 clusters Score -159878.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -159897.312500 Penalty: 3540.877930
	Iteration 17Q: 3 clusters Score -159897.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -159899.093750 Penalty: 3540.877930
	Iteration 18Q: 3 clusters Score -159899.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -159899.093750 Penalty: 3540.877930
	Iteration 19F: 3 clusters Score -159899.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (155594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155594 members 
Entering Unmasked Estep 
Score: -21447714.000000 Penalty: 2964.841309
	Iteration 0F: 2 clusters Score -2.144771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78012 members 
Mstep: Class 2 contains 77582 members 
Entering Unmasked Estep 
Score: -21344686.000000 Penalty: 5929.682617
	Iteration 0F: 3 clusters Score -2.134469e+07 nChanged 74436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80978 members 
Mstep: Class 2 contains 74616 members 
Entering Unmasked Estep 
Score: -21387884.000000 Penalty: 5929.682617
	Iteration 1F: 3 clusters Score -2.138788e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83095 members 
Mstep: Class 2 contains 72499 members 
Entering Unmasked Estep 
Score: -21388738.000000 Penalty: 5929.682617
	Iteration 2Q: 3 clusters Score -2.138874e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86239 members 
Mstep: Class 2 contains 69355 members 
Entering Unmasked Estep 
Score: -21389866.000000 Penalty: 5929.682617
	Iteration 3Q: 3 clusters Score -2.138987e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91014 members 
Mstep: Class 2 contains 64580 members 
Entering Unmasked Estep 
Score: -21391838.000000 Penalty: 5929.682617
	Iteration 4Q: 3 clusters Score -2.139184e+07 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98187 members 
Mstep: Class 2 contains 57407 members 
Entering Unmasked Estep 
Score: -21395466.000000 Penalty: 5929.682617
	Iteration 5Q: 3 clusters Score -2.139547e+07 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108567 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -21401968.000000 Penalty: 5929.682617
	Iteration 6F: 3 clusters Score -2.140197e+07 nChanged 13411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121908 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -21412930.000000 Penalty: 5929.682617
	Iteration 7F: 3 clusters Score -2.141293e+07 nChanged 14337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136225 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -21426778.000000 Penalty: 5929.682617
	Iteration 8F: 3 clusters Score -2.142678e+07 nChanged 11014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147237 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -21437664.000000 Penalty: 5929.682617
	Iteration 9F: 3 clusters Score -2.143766e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152761 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -21442804.000000 Penalty: 5929.682617
	Iteration 10Q: 3 clusters Score -2.14428e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154585 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -21444350.000000 Penalty: 5929.682617
	Iteration 11Q: 3 clusters Score -2.144435e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155084 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -21444866.000000 Penalty: 5929.682617
	Iteration 12Q: 3 clusters Score -2.144487e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155201 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -21445062.000000 Penalty: 5929.682617
	Iteration 13Q: 3 clusters Score -2.144506e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155233 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -21445146.000000 Penalty: 5929.682617
	Iteration 14Q: 3 clusters Score -2.144515e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155241 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -21445204.000000 Penalty: 5929.682617
	Iteration 15Q: 3 clusters Score -2.14452e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155243 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -21445228.000000 Penalty: 5929.682617
	Iteration 16Q: 3 clusters Score -2.144523e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155252 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -21445286.000000 Penalty: 5929.682617
	Iteration 17Q: 3 clusters Score -2.144529e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155247 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -21445314.000000 Penalty: 5929.682617
	Iteration 18Q: 3 clusters Score -2.144531e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155248 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -21445324.000000 Penalty: 5929.682617
	Iteration 19Q: 3 clusters Score -2.144532e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155245 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -21445338.000000 Penalty: 5929.682617
	Iteration 20F: 3 clusters Score -2.144534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155244 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -21445344.000000 Penalty: 5929.682617
	Iteration 21Q: 3 clusters Score -2.144534e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155232 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -21445354.000000 Penalty: 5929.682617
	Iteration 22Q: 3 clusters Score -2.144535e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155231 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -21445384.000000 Penalty: 5929.682617
	Iteration 23Q: 3 clusters Score -2.144538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155233 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -21445390.000000 Penalty: 5929.682617
	Iteration 24Q: 3 clusters Score -2.144539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155235 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -21445396.000000 Penalty: 5929.682617
	Iteration 25Q: 3 clusters Score -2.14454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155238 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -21445396.000000 Penalty: 5929.682617
	Iteration 26Q: 3 clusters Score -2.14454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155238 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -21445394.000000 Penalty: 5929.682617
	Iteration 27Q: 3 clusters Score -2.144539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155238 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -21445392.000000 Penalty: 5929.682617
	Iteration 28Q: 3 clusters Score -2.144539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155235 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -21445398.000000 Penalty: 5929.682617
	Iteration 29Q: 3 clusters Score -2.14454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155234 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -21445400.000000 Penalty: 5929.682617
	Iteration 30Q: 3 clusters Score -2.14454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155234 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -21445400.000000 Penalty: 5929.682617
	Iteration 31Q: 3 clusters Score -2.14454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155234 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -21445408.000000 Penalty: 5929.682617
	Iteration 32Q: 3 clusters Score -2.144541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155234 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -21445408.000000 Penalty: 5929.682617
	Iteration 33F: 3 clusters Score -2.144541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Entering Unmasked Estep 
Score: -1947660.875000 Penalty: 2381.424316
	Iteration 0F: 2 clusters Score -1947661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1936815.625000 Penalty: 4762.848633
	Iteration 0F: 3 clusters Score -1936816 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1940378.750000 Penalty: 4762.848633
	Iteration 1F: 3 clusters Score -1940379 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1940722.125000 Penalty: 4762.848633
	Iteration 2F: 3 clusters Score -1940722 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1940973.125000 Penalty: 4762.848633
	Iteration 3Q: 3 clusters Score -1940973 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1941180.125000 Penalty: 4762.848633
	Iteration 4Q: 3 clusters Score -1941180 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1941364.000000 Penalty: 4762.848633
	Iteration 5Q: 3 clusters Score -1941364 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1941549.500000 Penalty: 4762.848633
	Iteration 6Q: 3 clusters Score -1941550 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1941767.750000 Penalty: 4762.848633
	Iteration 7Q: 3 clusters Score -1941768 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1942034.750000 Penalty: 4762.848633
	Iteration 8Q: 3 clusters Score -1942035 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1942371.750000 Penalty: 4762.848633
	Iteration 9Q: 3 clusters Score -1942372 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1942850.375000 Penalty: 4762.848633
	Iteration 10Q: 3 clusters Score -1942850 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1943452.625000 Penalty: 4762.848633
	Iteration 11F: 3 clusters Score -1943453 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1944140.750000 Penalty: 4762.848633
	Iteration 12F: 3 clusters Score -1944141 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1944759.875000 Penalty: 4762.848633
	Iteration 13Q: 3 clusters Score -1944760 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1945248.750000 Penalty: 4762.848633
	Iteration 14Q: 3 clusters Score -1945249 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1945567.250000 Penalty: 4762.848633
	Iteration 15Q: 3 clusters Score -1945567 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1945750.750000 Penalty: 4762.848633
	Iteration 16Q: 3 clusters Score -1945751 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1945850.750000 Penalty: 4762.848633
	Iteration 17Q: 3 clusters Score -1945851 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1945911.500000 Penalty: 4762.848633
	Iteration 18Q: 3 clusters Score -1945912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1945951.125000 Penalty: 4762.848633
	Iteration 19Q: 3 clusters Score -1945951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1945975.875000 Penalty: 4762.848633
	Iteration 20F: 3 clusters Score -1945976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1945995.625000 Penalty: 4762.848633
	Iteration 21Q: 3 clusters Score -1945996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1946009.625000 Penalty: 4762.848633
	Iteration 22Q: 3 clusters Score -1946010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1946013.625000 Penalty: 4762.848633
	Iteration 23Q: 3 clusters Score -1946014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1946017.125000 Penalty: 4762.848633
	Iteration 24Q: 3 clusters Score -1946017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1946018.500000 Penalty: 4762.848633
	Iteration 25Q: 3 clusters Score -1946018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1946022.500000 Penalty: 4762.848633
	Iteration 26Q: 3 clusters Score -1946022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1946025.750000 Penalty: 4762.848633
	Iteration 27Q: 3 clusters Score -1946026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1946028.250000 Penalty: 4762.848633
	Iteration 28Q: 3 clusters Score -1946028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1946032.500000 Penalty: 4762.848633
	Iteration 29Q: 3 clusters Score -1946032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1946034.000000 Penalty: 4762.848633
	Iteration 30Q: 3 clusters Score -1946034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1946033.250000 Penalty: 4762.848633
	Iteration 31Q: 3 clusters Score -1946033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1946034.875000 Penalty: 4762.848633
	Iteration 32Q: 3 clusters Score -1946035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1946034.875000 Penalty: 4762.848633
	Iteration 33F: 3 clusters Score -1946035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -45934.695312 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -45934.7 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 196 members 
Entering Unmasked Estep 
Score: -44631.812500 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -44631.81 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44838.605469 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -44838.61 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45066.839844 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -45066.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45167.355469 Penalty: 2965.527344
	Iteration 3F: 3 clusters Score -45167.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45238.445312 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -45238.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45334.101562 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -45334.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45429.640625 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -45429.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45464.957031 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -45464.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -45491.468750 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -45491.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45513.238281 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -45513.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -45520.679688 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -45520.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -45527.003906 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -45527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45531.105469 Penalty: 2965.527344
	Iteration 12Q: 3 clusters Score -45531.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45543.714844 Penalty: 2965.527344
	Iteration 13Q: 3 clusters Score -45543.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45543.714844 Penalty: 2965.527344
	Iteration 14F: 3 clusters Score -45543.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (53797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Entering Unmasked Estep 
Score: -7483980.000000 Penalty: 2701.457275
	Iteration 0F: 2 clusters Score -7483980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -7447825.000000 Penalty: 5402.914551
	Iteration 0F: 3 clusters Score -7447825 nChanged 24943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -7461599.500000 Penalty: 5402.914551
	Iteration 1F: 3 clusters Score -7461600 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -7462298.500000 Penalty: 5402.914551
	Iteration 2Q: 3 clusters Score -7462298 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -7463183.000000 Penalty: 5402.914551
	Iteration 3Q: 3 clusters Score -7463183 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -7464183.500000 Penalty: 5402.914551
	Iteration 4Q: 3 clusters Score -7464184 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -7465365.000000 Penalty: 5402.914551
	Iteration 5Q: 3 clusters Score -7465365 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -7466797.500000 Penalty: 5402.914551
	Iteration 6F: 3 clusters Score -7466798 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -7468616.000000 Penalty: 5402.914551
	Iteration 7F: 3 clusters Score -7468616 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -7470908.500000 Penalty: 5402.914551
	Iteration 8F: 3 clusters Score -7470908 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -7473317.000000 Penalty: 5402.914551
	Iteration 9F: 3 clusters Score -7473317 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -7475157.000000 Penalty: 5402.914551
	Iteration 10F: 3 clusters Score -7475157 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -7476199.000000 Penalty: 5402.914551
	Iteration 11Q: 3 clusters Score -7476199 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -7476623.500000 Penalty: 5402.914551
	Iteration 12Q: 3 clusters Score -7476624 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -7476930.500000 Penalty: 5402.914551
	Iteration 13Q: 3 clusters Score -7476930 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -7477146.000000 Penalty: 5402.914551
	Iteration 14Q: 3 clusters Score -7477146 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -7477382.000000 Penalty: 5402.914551
	Iteration 15Q: 3 clusters Score -7477382 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -7477561.500000 Penalty: 5402.914551
	Iteration 16Q: 3 clusters Score -7477562 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -7477733.000000 Penalty: 5402.914551
	Iteration 17Q: 3 clusters Score -7477733 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -7477941.500000 Penalty: 5402.914551
	Iteration 18Q: 3 clusters Score -7477942 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -7478075.500000 Penalty: 5402.914551
	Iteration 19Q: 3 clusters Score -7478076 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -7478210.500000 Penalty: 5402.914551
	Iteration 20F: 3 clusters Score -7478210 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -7478334.500000 Penalty: 5402.914551
	Iteration 21Q: 3 clusters Score -7478334 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -7478525.500000 Penalty: 5402.914551
	Iteration 22Q: 3 clusters Score -7478526 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -7478663.500000 Penalty: 5402.914551
	Iteration 23Q: 3 clusters Score -7478664 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -7478837.000000 Penalty: 5402.914551
	Iteration 24Q: 3 clusters Score -7478837 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -7479058.500000 Penalty: 5402.914551
	Iteration 25Q: 3 clusters Score -7479058 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -7479251.500000 Penalty: 5402.914551
	Iteration 26Q: 3 clusters Score -7479252 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -7479447.000000 Penalty: 5402.914551
	Iteration 27Q: 3 clusters Score -7479447 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -7479687.000000 Penalty: 5402.914551
	Iteration 28Q: 3 clusters Score -7479687 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -7479925.000000 Penalty: 5402.914551
	Iteration 29Q: 3 clusters Score -7479925 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -7480159.500000 Penalty: 5402.914551
	Iteration 30Q: 3 clusters Score -7480160 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -7480370.500000 Penalty: 5402.914551
	Iteration 31Q: 3 clusters Score -7480370 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -7480572.000000 Penalty: 5402.914551
	Iteration 32Q: 3 clusters Score -7480572 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -7480742.500000 Penalty: 5402.914551
	Iteration 33Q: 3 clusters Score -7480742 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -7480964.000000 Penalty: 5402.914551
	Iteration 34Q: 3 clusters Score -7480964 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -7481129.500000 Penalty: 5402.914551
	Iteration 35Q: 3 clusters Score -7481130 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -7481315.500000 Penalty: 5402.914551
	Iteration 36Q: 3 clusters Score -7481316 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -7481473.500000 Penalty: 5402.914551
	Iteration 37Q: 3 clusters Score -7481474 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -7481612.500000 Penalty: 5402.914551
	Iteration 38Q: 3 clusters Score -7481612 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -7481752.500000 Penalty: 5402.914551
	Iteration 39Q: 3 clusters Score -7481752 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -7481889.500000 Penalty: 5402.914551
	Iteration 40F: 3 clusters Score -7481890 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -7481984.000000 Penalty: 5402.914551
	Iteration 41Q: 3 clusters Score -7481984 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -7482131.000000 Penalty: 5402.914551
	Iteration 42Q: 3 clusters Score -7482131 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -7482228.000000 Penalty: 5402.914551
	Iteration 43Q: 3 clusters Score -7482228 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -7482289.500000 Penalty: 5402.914551
	Iteration 44Q: 3 clusters Score -7482290 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -7482360.000000 Penalty: 5402.914551
	Iteration 45Q: 3 clusters Score -7482360 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -7482409.500000 Penalty: 5402.914551
	Iteration 46Q: 3 clusters Score -7482410 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -7482438.500000 Penalty: 5402.914551
	Iteration 47Q: 3 clusters Score -7482438 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -7482486.000000 Penalty: 5402.914551
	Iteration 48Q: 3 clusters Score -7482486 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -7482545.000000 Penalty: 5402.914551
	Iteration 49Q: 3 clusters Score -7482545 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -7482585.500000 Penalty: 5402.914551
	Iteration 50Q: 3 clusters Score -7482586 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 52362 members 
Entering Unmasked Estep 
Score: -7482595.500000 Penalty: 5402.914551
	Iteration 51Q: 3 clusters Score -7482596 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -7482601.000000 Penalty: 5402.914551
	Iteration 52Q: 3 clusters Score -7482601 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 52456 members 
Entering Unmasked Estep 
Score: -7482639.000000 Penalty: 5402.914551
	Iteration 53Q: 3 clusters Score -7482639 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 52494 members 
Entering Unmasked Estep 
Score: -7482632.500000 Penalty: 5402.914551
	Iteration 54Q: 3 clusters Score -7482632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -7482656.500000 Penalty: 5402.914551
	Iteration 55Q: 3 clusters Score -7482656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -7482657.500000 Penalty: 5402.914551
	Iteration 56Q: 3 clusters Score -7482658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -7482658.000000 Penalty: 5402.914551
	Iteration 57Q: 3 clusters Score -7482658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -7482674.500000 Penalty: 5402.914551
	Iteration 58Q: 3 clusters Score -7482674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -7482675.500000 Penalty: 5402.914551
	Iteration 59Q: 3 clusters Score -7482676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -7482668.000000 Penalty: 5402.914551
	Iteration 60F: 3 clusters Score -7482668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -7482672.000000 Penalty: 5402.914551
	Iteration 61Q: 3 clusters Score -7482672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -7482671.000000 Penalty: 5402.914551
	Iteration 62Q: 3 clusters Score -7482671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -7482672.500000 Penalty: 5402.914551
	Iteration 63Q: 3 clusters Score -7482672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -7482685.000000 Penalty: 5402.914551
	Iteration 64Q: 3 clusters Score -7482685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -7482688.500000 Penalty: 5402.914551
	Iteration 65Q: 3 clusters Score -7482688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -7482693.000000 Penalty: 5402.914551
	Iteration 66Q: 3 clusters Score -7482693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 52643 members 
Entering Unmasked Estep 
Score: -7482694.500000 Penalty: 5402.914551
	Iteration 67Q: 3 clusters Score -7482694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -7482699.500000 Penalty: 5402.914551
	Iteration 68Q: 3 clusters Score -7482700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -7482714.500000 Penalty: 5402.914551
	Iteration 69Q: 3 clusters Score -7482714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -7482708.000000 Penalty: 5402.914551
	Iteration 70Q: 3 clusters Score -7482708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 52692 members 
Entering Unmasked Estep 
Score: -7482725.500000 Penalty: 5402.914551
	Iteration 71Q: 3 clusters Score -7482726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -7482730.000000 Penalty: 5402.914551
	Iteration 72Q: 3 clusters Score -7482730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -7482725.500000 Penalty: 5402.914551
	Iteration 73Q: 3 clusters Score -7482726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -7482728.500000 Penalty: 5402.914551
	Iteration 74Q: 3 clusters Score -7482728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -7482728.000000 Penalty: 5402.914551
	Iteration 75Q: 3 clusters Score -7482728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -7482738.500000 Penalty: 5402.914551
	Iteration 76Q: 3 clusters Score -7482738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -7482729.500000 Penalty: 5402.914551
	Iteration 77Q: 3 clusters Score -7482730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 52738 members 
Entering Unmasked Estep 
Score: -7482733.000000 Penalty: 5402.914551
	Iteration 78Q: 3 clusters Score -7482733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -7482729.500000 Penalty: 5402.914551
	Iteration 79Q: 3 clusters Score -7482730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -7482732.000000 Penalty: 5402.914551
	Iteration 80F: 3 clusters Score -7482732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -7482736.000000 Penalty: 5402.914551
	Iteration 81Q: 3 clusters Score -7482736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -7482729.500000 Penalty: 5402.914551
	Iteration 82Q: 3 clusters Score -7482730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -7482729.500000 Penalty: 5402.914551
	Iteration 83Q: 3 clusters Score -7482730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 52764 members 
Entering Unmasked Estep 
Score: -7482738.000000 Penalty: 5402.914551
	Iteration 84Q: 3 clusters Score -7482738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 52768 members 
Entering Unmasked Estep 
Score: -7482736.000000 Penalty: 5402.914551
	Iteration 85Q: 3 clusters Score -7482736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 52773 members 
Entering Unmasked Estep 
Score: -7482751.000000 Penalty: 5402.914551
	Iteration 86Q: 3 clusters Score -7482751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -7482753.000000 Penalty: 5402.914551
	Iteration 87Q: 3 clusters Score -7482753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 52780 members 
Entering Unmasked Estep 
Score: -7482754.000000 Penalty: 5402.914551
	Iteration 88Q: 3 clusters Score -7482754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -7482757.500000 Penalty: 5402.914551
	Iteration 89Q: 3 clusters Score -7482758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -7482752.500000 Penalty: 5402.914551
	Iteration 90Q: 3 clusters Score -7482752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 52788 members 
Entering Unmasked Estep 
Score: -7482755.000000 Penalty: 5402.914551
	Iteration 91Q: 3 clusters Score -7482755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 52790 members 
Entering Unmasked Estep 
Score: -7482750.500000 Penalty: 5402.914551
	Iteration 92Q: 3 clusters Score -7482750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 52792 members 
Entering Unmasked Estep 
Score: -7482752.500000 Penalty: 5402.914551
	Iteration 93Q: 3 clusters Score -7482752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 52795 members 
Entering Unmasked Estep 
Score: -7482750.000000 Penalty: 5402.914551
	Iteration 94Q: 3 clusters Score -7482750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -7482753.000000 Penalty: 5402.914551
	Iteration 95Q: 3 clusters Score -7482753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 52800 members 
Entering Unmasked Estep 
Score: -7482747.500000 Penalty: 5402.914551
	Iteration 96Q: 3 clusters Score -7482748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -7482748.000000 Penalty: 5402.914551
	Iteration 97Q: 3 clusters Score -7482748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -7482755.000000 Penalty: 5402.914551
	Iteration 98Q: 3 clusters Score -7482755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 52813 members 
Entering Unmasked Estep 
Score: -7482756.000000 Penalty: 5402.914551
	Iteration 99Q: 3 clusters Score -7482756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -7482763.500000 Penalty: 5402.914551
	Iteration 100F: 3 clusters Score -7482764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 52819 members 
Entering Unmasked Estep 
Score: -7482768.000000 Penalty: 5402.914551
	Iteration 101Q: 3 clusters Score -7482768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
Score: -7482773.500000 Penalty: 5402.914551
	Iteration 102Q: 3 clusters Score -7482774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
Score: -7482772.000000 Penalty: 5402.914551
	Iteration 103Q: 3 clusters Score -7482772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -7482771.500000 Penalty: 5402.914551
	Iteration 104Q: 3 clusters Score -7482772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -7482771.500000 Penalty: 5402.914551
	Iteration 105Q: 3 clusters Score -7482772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -7482771.500000 Penalty: 5402.914551
	Iteration 106F: 3 clusters Score -7482772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (108567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108567 members 
Entering Unmasked Estep 
Score: -14994810.000000 Penalty: 2875.590332
	Iteration 0F: 2 clusters Score -1.499481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -14922330.000000 Penalty: 5751.180664
	Iteration 0F: 3 clusters Score -1.492233e+07 nChanged 51300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54816 members 
Mstep: Class 2 contains 53751 members 
Entering Unmasked Estep 
Score: -14951523.000000 Penalty: 5751.180664
	Iteration 1F: 3 clusters Score -1.495152e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -14952347.000000 Penalty: 5751.180664
	Iteration 2Q: 3 clusters Score -1.495235e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 52300 members 
Entering Unmasked Estep 
Score: -14953234.000000 Penalty: 5751.180664
	Iteration 3Q: 3 clusters Score -1.495323e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57635 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -14954109.000000 Penalty: 5751.180664
	Iteration 4Q: 3 clusters Score -1.495411e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 48890 members 
Entering Unmasked Estep 
Score: -14955138.000000 Penalty: 5751.180664
	Iteration 5Q: 3 clusters Score -1.495514e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -14956728.000000 Penalty: 5751.180664
	Iteration 6Q: 3 clusters Score -1.495673e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66957 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -14959150.000000 Penalty: 5751.180664
	Iteration 7Q: 3 clusters Score -1.495915e+07 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72743 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -14962973.000000 Penalty: 5751.180664
	Iteration 8F: 3 clusters Score -1.496297e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79891 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -14968389.000000 Penalty: 5751.180664
	Iteration 9F: 3 clusters Score -1.496839e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87639 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -14974737.000000 Penalty: 5751.180664
	Iteration 10F: 3 clusters Score -1.497474e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94710 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -14981065.000000 Penalty: 5751.180664
	Iteration 11F: 3 clusters Score -1.498106e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100165 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -14985935.000000 Penalty: 5751.180664
	Iteration 12F: 3 clusters Score -1.498594e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103725 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -14989086.000000 Penalty: 5751.180664
	Iteration 13Q: 3 clusters Score -1.498909e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105765 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -14990860.000000 Penalty: 5751.180664
	Iteration 14Q: 3 clusters Score -1.499086e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106797 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -14991782.000000 Penalty: 5751.180664
	Iteration 15Q: 3 clusters Score -1.499178e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107295 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -14992285.000000 Penalty: 5751.180664
	Iteration 16Q: 3 clusters Score -1.499228e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107486 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -14992535.000000 Penalty: 5751.180664
	Iteration 17Q: 3 clusters Score -1.499254e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107592 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -14992669.000000 Penalty: 5751.180664
	Iteration 18Q: 3 clusters Score -1.499267e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107638 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -14992747.000000 Penalty: 5751.180664
	Iteration 19Q: 3 clusters Score -1.499275e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107668 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -14992770.000000 Penalty: 5751.180664
	Iteration 20F: 3 clusters Score -1.499277e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107688 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -14992826.000000 Penalty: 5751.180664
	Iteration 21Q: 3 clusters Score -1.499283e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107708 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -14992859.000000 Penalty: 5751.180664
	Iteration 22Q: 3 clusters Score -1.499286e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107722 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -14992867.000000 Penalty: 5751.180664
	Iteration 23Q: 3 clusters Score -1.499287e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107727 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -14992898.000000 Penalty: 5751.180664
	Iteration 24Q: 3 clusters Score -1.49929e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107733 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -14992897.000000 Penalty: 5751.180664
	Iteration 25Q: 3 clusters Score -1.49929e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107736 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -14992895.000000 Penalty: 5751.180664
	Iteration 26Q: 3 clusters Score -1.49929e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107741 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -14992921.000000 Penalty: 5751.180664
	Iteration 27Q: 3 clusters Score -1.499292e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107748 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -14992937.000000 Penalty: 5751.180664
	Iteration 28Q: 3 clusters Score -1.499294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107747 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -14992949.000000 Penalty: 5751.180664
	Iteration 29Q: 3 clusters Score -1.499295e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107745 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -14992959.000000 Penalty: 5751.180664
	Iteration 30Q: 3 clusters Score -1.499296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107745 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -14992966.000000 Penalty: 5751.180664
	Iteration 31Q: 3 clusters Score -1.499297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107740 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -14992967.000000 Penalty: 5751.180664
	Iteration 32Q: 3 clusters Score -1.499297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107737 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -14992959.000000 Penalty: 5751.180664
	Iteration 33Q: 3 clusters Score -1.499296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107735 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -14992965.000000 Penalty: 5751.180664
	Iteration 34Q: 3 clusters Score -1.499296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107733 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -14992962.000000 Penalty: 5751.180664
	Iteration 35Q: 3 clusters Score -1.499296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107732 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -14992956.000000 Penalty: 5751.180664
	Iteration 36Q: 3 clusters Score -1.499296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107732 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -14992956.000000 Penalty: 5751.180664
	Iteration 37F: 3 clusters Score -1.499296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Entering Unmasked Estep 
Score: -2766946.500000 Penalty: 2466.375244
	Iteration 0F: 2 clusters Score -2766946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2752241.750000 Penalty: 4932.750488
	Iteration 0F: 3 clusters Score -2752242 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2757410.250000 Penalty: 4932.750488
	Iteration 1F: 3 clusters Score -2757410 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2757951.000000 Penalty: 4932.750488
	Iteration 2F: 3 clusters Score -2757951 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2758412.500000 Penalty: 4932.750488
	Iteration 3F: 3 clusters Score -2758412 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2758821.000000 Penalty: 4932.750488
	Iteration 4Q: 3 clusters Score -2758821 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2759201.000000 Penalty: 4932.750488
	Iteration 5Q: 3 clusters Score -2759201 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2759642.750000 Penalty: 4932.750488
	Iteration 6Q: 3 clusters Score -2759643 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2760159.000000 Penalty: 4932.750488
	Iteration 7Q: 3 clusters Score -2760159 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2760764.000000 Penalty: 4932.750488
	Iteration 8Q: 3 clusters Score -2760764 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2761514.750000 Penalty: 4932.750488
	Iteration 9F: 3 clusters Score -2761515 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2762246.500000 Penalty: 4932.750488
	Iteration 10F: 3 clusters Score -2762246 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2762974.000000 Penalty: 4932.750488
	Iteration 11Q: 3 clusters Score -2762974 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2763433.500000 Penalty: 4932.750488
	Iteration 12Q: 3 clusters Score -2763434 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2763661.250000 Penalty: 4932.750488
	Iteration 13Q: 3 clusters Score -2763661 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2763777.250000 Penalty: 4932.750488
	Iteration 14Q: 3 clusters Score -2763777 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2763846.750000 Penalty: 4932.750488
	Iteration 15Q: 3 clusters Score -2763847 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2763910.000000 Penalty: 4932.750488
	Iteration 16Q: 3 clusters Score -2763910 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2763952.750000 Penalty: 4932.750488
	Iteration 17Q: 3 clusters Score -2763953 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2763997.750000 Penalty: 4932.750488
	Iteration 18Q: 3 clusters Score -2763998 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2764023.250000 Penalty: 4932.750488
	Iteration 19Q: 3 clusters Score -2764023 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2764063.750000 Penalty: 4932.750488
	Iteration 20F: 3 clusters Score -2764064 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2764092.250000 Penalty: 4932.750488
	Iteration 21Q: 3 clusters Score -2764092 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2764116.250000 Penalty: 4932.750488
	Iteration 22Q: 3 clusters Score -2764116 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2764133.250000 Penalty: 4932.750488
	Iteration 23Q: 3 clusters Score -2764133 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2764149.250000 Penalty: 4932.750488
	Iteration 24Q: 3 clusters Score -2764149 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2764173.000000 Penalty: 4932.750488
	Iteration 25Q: 3 clusters Score -2764173 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2764206.500000 Penalty: 4932.750488
	Iteration 26Q: 3 clusters Score -2764206 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2764221.000000 Penalty: 4932.750488
	Iteration 27Q: 3 clusters Score -2764221 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2764251.500000 Penalty: 4932.750488
	Iteration 28Q: 3 clusters Score -2764252 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2764274.500000 Penalty: 4932.750488
	Iteration 29Q: 3 clusters Score -2764274 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2764283.500000 Penalty: 4932.750488
	Iteration 30Q: 3 clusters Score -2764284 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2764290.000000 Penalty: 4932.750488
	Iteration 31Q: 3 clusters Score -2764290 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2764311.000000 Penalty: 4932.750488
	Iteration 32Q: 3 clusters Score -2764311 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2764320.750000 Penalty: 4932.750488
	Iteration 33Q: 3 clusters Score -2764321 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2764337.750000 Penalty: 4932.750488
	Iteration 34Q: 3 clusters Score -2764338 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2764344.750000 Penalty: 4932.750488
	Iteration 35Q: 3 clusters Score -2764345 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2764359.500000 Penalty: 4932.750488
	Iteration 36Q: 3 clusters Score -2764360 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2764372.000000 Penalty: 4932.750488
	Iteration 37Q: 3 clusters Score -2764372 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2764377.750000 Penalty: 4932.750488
	Iteration 38Q: 3 clusters Score -2764378 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2764391.500000 Penalty: 4932.750488
	Iteration 39Q: 3 clusters Score -2764392 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2764393.750000 Penalty: 4932.750488
	Iteration 40F: 3 clusters Score -2764394 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2764403.750000 Penalty: 4932.750488
	Iteration 41Q: 3 clusters Score -2764404 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2764409.750000 Penalty: 4932.750488
	Iteration 42Q: 3 clusters Score -2764410 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2764433.750000 Penalty: 4932.750488
	Iteration 43Q: 3 clusters Score -2764434 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2764447.250000 Penalty: 4932.750488
	Iteration 44Q: 3 clusters Score -2764447 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2764469.250000 Penalty: 4932.750488
	Iteration 45Q: 3 clusters Score -2764469 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2764467.500000 Penalty: 4932.750488
	Iteration 46Q: 3 clusters Score -2764468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2764473.500000 Penalty: 4932.750488
	Iteration 47Q: 3 clusters Score -2764474 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2764483.000000 Penalty: 4932.750488
	Iteration 48Q: 3 clusters Score -2764483 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2764484.500000 Penalty: 4932.750488
	Iteration 49Q: 3 clusters Score -2764484 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2764488.250000 Penalty: 4932.750488
	Iteration 50Q: 3 clusters Score -2764488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2764494.500000 Penalty: 4932.750488
	Iteration 51Q: 3 clusters Score -2764494 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2764482.750000 Penalty: 4932.750488
	Iteration 52Q: 3 clusters Score -2764483 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2764493.500000 Penalty: 4932.750488
	Iteration 53Q: 3 clusters Score -2764494 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2764508.750000 Penalty: 4932.750488
	Iteration 54Q: 3 clusters Score -2764509 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2764521.000000 Penalty: 4932.750488
	Iteration 55Q: 3 clusters Score -2764521 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2764531.250000 Penalty: 4932.750488
	Iteration 56Q: 3 clusters Score -2764531 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2764536.750000 Penalty: 4932.750488
	Iteration 57Q: 3 clusters Score -2764537 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2764544.750000 Penalty: 4932.750488
	Iteration 58Q: 3 clusters Score -2764545 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2764555.250000 Penalty: 4932.750488
	Iteration 59Q: 3 clusters Score -2764555 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2764563.250000 Penalty: 4932.750488
	Iteration 60F: 3 clusters Score -2764563 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2764566.250000 Penalty: 4932.750488
	Iteration 61Q: 3 clusters Score -2764566 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2764574.000000 Penalty: 4932.750488
	Iteration 62Q: 3 clusters Score -2764574 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2764585.750000 Penalty: 4932.750488
	Iteration 63Q: 3 clusters Score -2764586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2764587.750000 Penalty: 4932.750488
	Iteration 64Q: 3 clusters Score -2764588 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2764589.000000 Penalty: 4932.750488
	Iteration 65Q: 3 clusters Score -2764589 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2764596.500000 Penalty: 4932.750488
	Iteration 66Q: 3 clusters Score -2764596 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2764597.500000 Penalty: 4932.750488
	Iteration 67Q: 3 clusters Score -2764598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2764607.750000 Penalty: 4932.750488
	Iteration 68Q: 3 clusters Score -2764608 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2764612.000000 Penalty: 4932.750488
	Iteration 69Q: 3 clusters Score -2764612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2764621.750000 Penalty: 4932.750488
	Iteration 70Q: 3 clusters Score -2764622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2764644.000000 Penalty: 4932.750488
	Iteration 71Q: 3 clusters Score -2764644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2764645.250000 Penalty: 4932.750488
	Iteration 72Q: 3 clusters Score -2764645 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2764650.250000 Penalty: 4932.750488
	Iteration 73Q: 3 clusters Score -2764650 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2764663.000000 Penalty: 4932.750488
	Iteration 74Q: 3 clusters Score -2764663 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2764673.500000 Penalty: 4932.750488
	Iteration 75Q: 3 clusters Score -2764674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -2764667.500000 Penalty: 4932.750488
	Iteration 76Q: 3 clusters Score -2764668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2764673.250000 Penalty: 4932.750488
	Iteration 77Q: 3 clusters Score -2764673 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2764682.750000 Penalty: 4932.750488
	Iteration 78Q: 3 clusters Score -2764683 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2764686.500000 Penalty: 4932.750488
	Iteration 79Q: 3 clusters Score -2764686 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2764692.750000 Penalty: 4932.750488
	Iteration 80F: 3 clusters Score -2764693 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2764699.750000 Penalty: 4932.750488
	Iteration 81Q: 3 clusters Score -2764700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2764697.500000 Penalty: 4932.750488
	Iteration 82Q: 3 clusters Score -2764698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2764705.000000 Penalty: 4932.750488
	Iteration 83Q: 3 clusters Score -2764705 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2764712.000000 Penalty: 4932.750488
	Iteration 84Q: 3 clusters Score -2764712 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2764720.000000 Penalty: 4932.750488
	Iteration 85Q: 3 clusters Score -2764720 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2764722.750000 Penalty: 4932.750488
	Iteration 86Q: 3 clusters Score -2764723 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2764716.750000 Penalty: 4932.750488
	Iteration 87Q: 3 clusters Score -2764717 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2764727.250000 Penalty: 4932.750488
	Iteration 88Q: 3 clusters Score -2764727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2764729.750000 Penalty: 4932.750488
	Iteration 89Q: 3 clusters Score -2764730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2764729.000000 Penalty: 4932.750488
	Iteration 90Q: 3 clusters Score -2764729 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2764738.000000 Penalty: 4932.750488
	Iteration 91Q: 3 clusters Score -2764738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2764733.250000 Penalty: 4932.750488
	Iteration 92Q: 3 clusters Score -2764733 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2764739.750000 Penalty: 4932.750488
	Iteration 93Q: 3 clusters Score -2764740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2764747.500000 Penalty: 4932.750488
	Iteration 94Q: 3 clusters Score -2764748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2764756.750000 Penalty: 4932.750488
	Iteration 95Q: 3 clusters Score -2764757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2764763.000000 Penalty: 4932.750488
	Iteration 96Q: 3 clusters Score -2764763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2764760.250000 Penalty: 4932.750488
	Iteration 97Q: 3 clusters Score -2764760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2764770.250000 Penalty: 4932.750488
	Iteration 98Q: 3 clusters Score -2764770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2764772.750000 Penalty: 4932.750488
	Iteration 99Q: 3 clusters Score -2764773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2764776.750000 Penalty: 4932.750488
	Iteration 100F: 3 clusters Score -2764777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2764771.000000 Penalty: 4932.750488
	Iteration 101Q: 3 clusters Score -2764771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2764769.500000 Penalty: 4932.750488
	Iteration 102Q: 3 clusters Score -2764770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2764768.250000 Penalty: 4932.750488
	Iteration 103Q: 3 clusters Score -2764768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2764764.000000 Penalty: 4932.750488
	Iteration 104Q: 3 clusters Score -2764764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2764771.000000 Penalty: 4932.750488
	Iteration 105Q: 3 clusters Score -2764771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2764772.750000 Penalty: 4932.750488
	Iteration 106Q: 3 clusters Score -2764773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2764771.000000 Penalty: 4932.750488
	Iteration 107Q: 3 clusters Score -2764771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2764772.000000 Penalty: 4932.750488
	Iteration 108Q: 3 clusters Score -2764772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2764772.000000 Penalty: 4932.750488
	Iteration 109F: 3 clusters Score -2764772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (177413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177413 members 
Entering Unmasked Estep 
Score: -24357548.000000 Penalty: 2997.386475
	Iteration 0F: 2 clusters Score -2.435755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89009 members 
Mstep: Class 2 contains 88404 members 
Entering Unmasked Estep 
Score: -24241472.000000 Penalty: 5994.772949
	Iteration 0F: 3 clusters Score -2.424147e+07 nChanged 85255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93624 members 
Mstep: Class 2 contains 83789 members 
Entering Unmasked Estep 
Score: -24293082.000000 Penalty: 5994.772949
	Iteration 1F: 3 clusters Score -2.429308e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96882 members 
Mstep: Class 2 contains 80531 members 
Entering Unmasked Estep 
Score: -24295440.000000 Penalty: 5994.772949
	Iteration 2Q: 3 clusters Score -2.429544e+07 nChanged 8502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101954 members 
Mstep: Class 2 contains 75459 members 
Entering Unmasked Estep 
Score: -24299116.000000 Penalty: 5994.772949
	Iteration 3Q: 3 clusters Score -2.429912e+07 nChanged 10301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109539 members 
Mstep: Class 2 contains 67874 members 
Entering Unmasked Estep 
Score: -24304942.000000 Penalty: 5994.772949
	Iteration 4F: 3 clusters Score -2.430494e+07 nChanged 12753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119974 members 
Mstep: Class 2 contains 57439 members 
Entering Unmasked Estep 
Score: -24313854.000000 Penalty: 5994.772949
	Iteration 5F: 3 clusters Score -2.431385e+07 nChanged 14047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132223 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -24325656.000000 Penalty: 5994.772949
	Iteration 6F: 3 clusters Score -2.432566e+07 nChanged 12644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143291 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -24337422.000000 Penalty: 5994.772949
	Iteration 7F: 3 clusters Score -2.433742e+07 nChanged 9293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151010 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -24345512.000000 Penalty: 5994.772949
	Iteration 8F: 3 clusters Score -2.434551e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156079 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -24349978.000000 Penalty: 5994.772949
	Iteration 9Q: 3 clusters Score -2.434998e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159545 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -24352256.000000 Penalty: 5994.772949
	Iteration 10Q: 3 clusters Score -2.435226e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162296 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -24353644.000000 Penalty: 5994.772949
	Iteration 11Q: 3 clusters Score -2.435364e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164552 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -24354490.000000 Penalty: 5994.772949
	Iteration 12Q: 3 clusters Score -2.435449e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166390 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -24355056.000000 Penalty: 5994.772949
	Iteration 13Q: 3 clusters Score -2.435506e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167880 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -24355366.000000 Penalty: 5994.772949
	Iteration 14Q: 3 clusters Score -2.435537e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169134 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -24355580.000000 Penalty: 5994.772949
	Iteration 15Q: 3 clusters Score -2.435558e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170218 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -24355872.000000 Penalty: 5994.772949
	Iteration 16Q: 3 clusters Score -2.435587e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171104 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -24356088.000000 Penalty: 5994.772949
	Iteration 17Q: 3 clusters Score -2.435609e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171843 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -24356174.000000 Penalty: 5994.772949
	Iteration 18Q: 3 clusters Score -2.435617e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172485 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -24356280.000000 Penalty: 5994.772949
	Iteration 19Q: 3 clusters Score -2.435628e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173018 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -24356362.000000 Penalty: 5994.772949
	Iteration 20F: 3 clusters Score -2.435636e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173443 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -24356492.000000 Penalty: 5994.772949
	Iteration 21Q: 3 clusters Score -2.435649e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173800 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -24356484.000000 Penalty: 5994.772949
	Iteration 22Q: 3 clusters Score -2.435648e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174082 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -24356456.000000 Penalty: 5994.772949
	Iteration 23Q: 3 clusters Score -2.435646e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174317 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -24356480.000000 Penalty: 5994.772949
	Iteration 24Q: 3 clusters Score -2.435648e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174503 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -24356500.000000 Penalty: 5994.772949
	Iteration 25Q: 3 clusters Score -2.43565e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174636 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -24356492.000000 Penalty: 5994.772949
	Iteration 26Q: 3 clusters Score -2.435649e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174748 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -24356476.000000 Penalty: 5994.772949
	Iteration 27Q: 3 clusters Score -2.435648e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174855 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -24356432.000000 Penalty: 5994.772949
	Iteration 28Q: 3 clusters Score -2.435643e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174949 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -24356434.000000 Penalty: 5994.772949
	Iteration 29Q: 3 clusters Score -2.435643e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175030 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -24356446.000000 Penalty: 5994.772949
	Iteration 30Q: 3 clusters Score -2.435645e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175092 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -24356388.000000 Penalty: 5994.772949
	Iteration 31Q: 3 clusters Score -2.435639e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175147 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -24356364.000000 Penalty: 5994.772949
	Iteration 32Q: 3 clusters Score -2.435636e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175190 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -24356370.000000 Penalty: 5994.772949
	Iteration 33Q: 3 clusters Score -2.435637e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175220 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -24356356.000000 Penalty: 5994.772949
	Iteration 34Q: 3 clusters Score -2.435636e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175251 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -24356364.000000 Penalty: 5994.772949
	Iteration 35Q: 3 clusters Score -2.435636e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175281 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -24356382.000000 Penalty: 5994.772949
	Iteration 36Q: 3 clusters Score -2.435638e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175302 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -24356392.000000 Penalty: 5994.772949
	Iteration 37Q: 3 clusters Score -2.435639e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175321 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -24356362.000000 Penalty: 5994.772949
	Iteration 38Q: 3 clusters Score -2.435636e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175342 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -24356340.000000 Penalty: 5994.772949
	Iteration 39Q: 3 clusters Score -2.435634e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175367 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -24356358.000000 Penalty: 5994.772949
	Iteration 40F: 3 clusters Score -2.435636e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175383 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -24356376.000000 Penalty: 5994.772949
	Iteration 41Q: 3 clusters Score -2.435638e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175407 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -24356352.000000 Penalty: 5994.772949
	Iteration 42Q: 3 clusters Score -2.435635e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175431 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -24356348.000000 Penalty: 5994.772949
	Iteration 43Q: 3 clusters Score -2.435635e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175446 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -24356354.000000 Penalty: 5994.772949
	Iteration 44Q: 3 clusters Score -2.435635e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175467 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -24356344.000000 Penalty: 5994.772949
	Iteration 45Q: 3 clusters Score -2.435634e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175487 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -24356308.000000 Penalty: 5994.772949
	Iteration 46Q: 3 clusters Score -2.435631e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175501 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -24356326.000000 Penalty: 5994.772949
	Iteration 47Q: 3 clusters Score -2.435633e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175516 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -24356328.000000 Penalty: 5994.772949
	Iteration 48Q: 3 clusters Score -2.435633e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175529 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -24356344.000000 Penalty: 5994.772949
	Iteration 49Q: 3 clusters Score -2.435634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175540 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -24356320.000000 Penalty: 5994.772949
	Iteration 50Q: 3 clusters Score -2.435632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175545 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -24356328.000000 Penalty: 5994.772949
	Iteration 51Q: 3 clusters Score -2.435633e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175561 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -24356286.000000 Penalty: 5994.772949
	Iteration 52Q: 3 clusters Score -2.435629e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175581 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -24356308.000000 Penalty: 5994.772949
	Iteration 53Q: 3 clusters Score -2.435631e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175592 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -24356320.000000 Penalty: 5994.772949
	Iteration 54Q: 3 clusters Score -2.435632e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175606 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -24356288.000000 Penalty: 5994.772949
	Iteration 55Q: 3 clusters Score -2.435629e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175623 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -24356298.000000 Penalty: 5994.772949
	Iteration 56Q: 3 clusters Score -2.43563e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175638 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -24356286.000000 Penalty: 5994.772949
	Iteration 57Q: 3 clusters Score -2.435629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175646 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -24356298.000000 Penalty: 5994.772949
	Iteration 58Q: 3 clusters Score -2.43563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175652 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -24356284.000000 Penalty: 5994.772949
	Iteration 59Q: 3 clusters Score -2.435628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175661 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -24356270.000000 Penalty: 5994.772949
	Iteration 60F: 3 clusters Score -2.435627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175671 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -24356282.000000 Penalty: 5994.772949
	Iteration 61Q: 3 clusters Score -2.435628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175682 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -24356300.000000 Penalty: 5994.772949
	Iteration 62Q: 3 clusters Score -2.43563e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175696 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -24356278.000000 Penalty: 5994.772949
	Iteration 63Q: 3 clusters Score -2.435628e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175708 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -24356282.000000 Penalty: 5994.772949
	Iteration 64Q: 3 clusters Score -2.435628e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175722 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -24356270.000000 Penalty: 5994.772949
	Iteration 65Q: 3 clusters Score -2.435627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175730 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -24356270.000000 Penalty: 5994.772949
	Iteration 66Q: 3 clusters Score -2.435627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175740 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -24356256.000000 Penalty: 5994.772949
	Iteration 67Q: 3 clusters Score -2.435626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175750 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -24356238.000000 Penalty: 5994.772949
	Iteration 68Q: 3 clusters Score -2.435624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175762 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -24356242.000000 Penalty: 5994.772949
	Iteration 69Q: 3 clusters Score -2.435624e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175775 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -24356260.000000 Penalty: 5994.772949
	Iteration 70Q: 3 clusters Score -2.435626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175785 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -24356256.000000 Penalty: 5994.772949
	Iteration 71Q: 3 clusters Score -2.435626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175794 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -24356264.000000 Penalty: 5994.772949
	Iteration 72Q: 3 clusters Score -2.435626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175800 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -24356262.000000 Penalty: 5994.772949
	Iteration 73Q: 3 clusters Score -2.435626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175804 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -24356244.000000 Penalty: 5994.772949
	Iteration 74Q: 3 clusters Score -2.435624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175808 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -24356234.000000 Penalty: 5994.772949
	Iteration 75Q: 3 clusters Score -2.435623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175812 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -24356244.000000 Penalty: 5994.772949
	Iteration 76Q: 3 clusters Score -2.435624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175821 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -24356242.000000 Penalty: 5994.772949
	Iteration 77Q: 3 clusters Score -2.435624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175828 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -24356230.000000 Penalty: 5994.772949
	Iteration 78Q: 3 clusters Score -2.435623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175832 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -24356228.000000 Penalty: 5994.772949
	Iteration 79Q: 3 clusters Score -2.435623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175832 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -24356228.000000 Penalty: 5994.772949
	Iteration 80F: 3 clusters Score -2.435623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67791 members 
Entering Unmasked Estep 
Score: -9360844.000000 Penalty: 2758.797852
	Iteration 0F: 2 clusters Score -9360844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -9315151.000000 Penalty: 5517.595703
	Iteration 0F: 3 clusters Score -9315151 nChanged 31849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -9333277.000000 Penalty: 5517.595703
	Iteration 1F: 3 clusters Score -9333277 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -9333997.000000 Penalty: 5517.595703
	Iteration 2Q: 3 clusters Score -9333997 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -9334960.000000 Penalty: 5517.595703
	Iteration 3Q: 3 clusters Score -9334960 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -9336408.000000 Penalty: 5517.595703
	Iteration 4Q: 3 clusters Score -9336408 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -9338589.000000 Penalty: 5517.595703
	Iteration 5F: 3 clusters Score -9338589 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -9342120.000000 Penalty: 5517.595703
	Iteration 6F: 3 clusters Score -9342120 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -9346780.000000 Penalty: 5517.595703
	Iteration 7F: 3 clusters Score -9346780 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -9351113.000000 Penalty: 5517.595703
	Iteration 8F: 3 clusters Score -9351113 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61997 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -9354375.000000 Penalty: 5517.595703
	Iteration 9Q: 3 clusters Score -9354375 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63763 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -9356394.000000 Penalty: 5517.595703
	Iteration 10Q: 3 clusters Score -9356394 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64491 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -9357396.000000 Penalty: 5517.595703
	Iteration 11Q: 3 clusters Score -9357396 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -9357832.000000 Penalty: 5517.595703
	Iteration 12Q: 3 clusters Score -9357832 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64998 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -9358006.000000 Penalty: 5517.595703
	Iteration 13Q: 3 clusters Score -9358006 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -9358113.000000 Penalty: 5517.595703
	Iteration 14Q: 3 clusters Score -9358113 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -9358178.000000 Penalty: 5517.595703
	Iteration 15Q: 3 clusters Score -9358178 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -9358220.000000 Penalty: 5517.595703
	Iteration 16Q: 3 clusters Score -9358220 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65487 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -9358238.000000 Penalty: 5517.595703
	Iteration 17Q: 3 clusters Score -9358238 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65558 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -9358285.000000 Penalty: 5517.595703
	Iteration 18Q: 3 clusters Score -9358285 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -9358306.000000 Penalty: 5517.595703
	Iteration 19Q: 3 clusters Score -9358306 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65654 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -9358317.000000 Penalty: 5517.595703
	Iteration 20F: 3 clusters Score -9358317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65699 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -9358340.000000 Penalty: 5517.595703
	Iteration 21Q: 3 clusters Score -9358340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65746 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -9358349.000000 Penalty: 5517.595703
	Iteration 22Q: 3 clusters Score -9358349 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65784 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -9358358.000000 Penalty: 5517.595703
	Iteration 23Q: 3 clusters Score -9358358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65811 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -9358358.000000 Penalty: 5517.595703
	Iteration 24Q: 3 clusters Score -9358358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65838 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -9358376.000000 Penalty: 5517.595703
	Iteration 25Q: 3 clusters Score -9358376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65864 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -9358400.000000 Penalty: 5517.595703
	Iteration 26Q: 3 clusters Score -9358400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65881 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -9358403.000000 Penalty: 5517.595703
	Iteration 27Q: 3 clusters Score -9358403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65890 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -9358406.000000 Penalty: 5517.595703
	Iteration 28Q: 3 clusters Score -9358406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65900 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -9358417.000000 Penalty: 5517.595703
	Iteration 29Q: 3 clusters Score -9358417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65912 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -9358421.000000 Penalty: 5517.595703
	Iteration 30Q: 3 clusters Score -9358421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -9358440.000000 Penalty: 5517.595703
	Iteration 31Q: 3 clusters Score -9358440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65938 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -9358433.000000 Penalty: 5517.595703
	Iteration 32Q: 3 clusters Score -9358433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -9358441.000000 Penalty: 5517.595703
	Iteration 33Q: 3 clusters Score -9358441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65955 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -9358444.000000 Penalty: 5517.595703
	Iteration 34Q: 3 clusters Score -9358444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65961 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -9358441.000000 Penalty: 5517.595703
	Iteration 35Q: 3 clusters Score -9358441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65964 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -9358439.000000 Penalty: 5517.595703
	Iteration 36Q: 3 clusters Score -9358439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65965 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -9358443.000000 Penalty: 5517.595703
	Iteration 37Q: 3 clusters Score -9358443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65965 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -9358443.000000 Penalty: 5517.595703
	Iteration 38F: 3 clusters Score -9358443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Entering Unmasked Estep 
Score: -1876293.375000 Penalty: 2358.351318
	Iteration 0F: 2 clusters Score -1876293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1866422.375000 Penalty: 4716.702637
	Iteration 0F: 3 clusters Score -1866422 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1869313.625000 Penalty: 4716.702637
	Iteration 1F: 3 clusters Score -1869314 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1869637.250000 Penalty: 4716.702637
	Iteration 2F: 3 clusters Score -1869637 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1869930.750000 Penalty: 4716.702637
	Iteration 3F: 3 clusters Score -1869931 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1870227.375000 Penalty: 4716.702637
	Iteration 4Q: 3 clusters Score -1870227 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1870553.750000 Penalty: 4716.702637
	Iteration 5Q: 3 clusters Score -1870554 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1870970.250000 Penalty: 4716.702637
	Iteration 6Q: 3 clusters Score -1870970 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1871472.125000 Penalty: 4716.702637
	Iteration 7F: 3 clusters Score -1871472 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1872028.625000 Penalty: 4716.702637
	Iteration 8F: 3 clusters Score -1872029 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1872618.625000 Penalty: 4716.702637
	Iteration 9F: 3 clusters Score -1872619 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1873153.750000 Penalty: 4716.702637
	Iteration 10Q: 3 clusters Score -1873154 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1873537.625000 Penalty: 4716.702637
	Iteration 11Q: 3 clusters Score -1873538 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1873798.125000 Penalty: 4716.702637
	Iteration 12Q: 3 clusters Score -1873798 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1873968.750000 Penalty: 4716.702637
	Iteration 13Q: 3 clusters Score -1873969 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1874055.750000 Penalty: 4716.702637
	Iteration 14Q: 3 clusters Score -1874056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1874118.250000 Penalty: 4716.702637
	Iteration 15Q: 3 clusters Score -1874118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1874157.000000 Penalty: 4716.702637
	Iteration 16Q: 3 clusters Score -1874157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1874169.250000 Penalty: 4716.702637
	Iteration 17Q: 3 clusters Score -1874169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1874180.125000 Penalty: 4716.702637
	Iteration 18Q: 3 clusters Score -1874180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1874193.000000 Penalty: 4716.702637
	Iteration 19Q: 3 clusters Score -1874193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1874197.250000 Penalty: 4716.702637
	Iteration 20F: 3 clusters Score -1874197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1874208.375000 Penalty: 4716.702637
	Iteration 21Q: 3 clusters Score -1874208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1874221.250000 Penalty: 4716.702637
	Iteration 22Q: 3 clusters Score -1874221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1874227.875000 Penalty: 4716.702637
	Iteration 23Q: 3 clusters Score -1874228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1874227.375000 Penalty: 4716.702637
	Iteration 24Q: 3 clusters Score -1874227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1874229.500000 Penalty: 4716.702637
	Iteration 25Q: 3 clusters Score -1874230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1874230.750000 Penalty: 4716.702637
	Iteration 26Q: 3 clusters Score -1874231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1874234.250000 Penalty: 4716.702637
	Iteration 27Q: 3 clusters Score -1874234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1874233.250000 Penalty: 4716.702637
	Iteration 28Q: 3 clusters Score -1874233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1874233.250000 Penalty: 4716.702637
	Iteration 29F: 3 clusters Score -1874233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -63550.210938 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -63550.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62060.113281 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -62060.11 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -62314.175781 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -62314.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62496.308594 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -62496.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -62661.125000 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -62661.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -62765.238281 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -62765.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62848.242188 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -62848.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62978.761719 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -62978.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63122.832031 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -63122.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63247.429688 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -63247.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63338.023438 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -63338.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63495.800781 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -63495.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63624.578125 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -63624.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63800.960938 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -63800.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -64248.460938 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -64248.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -64256.890625 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -64256.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -64256.890625 Penalty: 3124.278809
	Iteration 15F: 3 clusters Score -64256.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210888 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155594 members 
Mstep: Class 5 contains 14802 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 280 members 
Mstep: Class 8 contains 53797 members 
Mstep: Class 9 contains 108567 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177413 members 
Mstep: Class 14 contains 67791 members 
Mstep: Class 19 contains 13487 members 
Mstep: Class 20 contains 264 members 
Mstep: Class 21 contains 31632 members 
Entering Unmasked Estep 
Score: -116079488.000000 Penalty: 50824.945312
Splitting cluster 20 changes total score from -116080576.000000 to -116079488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (31632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Entering Unmasked Estep 
Score: -4298341.500000 Penalty: 2569.757080
	Iteration 0F: 2 clusters Score -4298342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -4276712.000000 Penalty: 5139.514160
	Iteration 0F: 3 clusters Score -4276712 nChanged 14304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -4284437.500000 Penalty: 5139.514160
	Iteration 1F: 3 clusters Score -4284438 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -4284754.500000 Penalty: 5139.514160
	Iteration 2Q: 3 clusters Score -4284754 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -4285019.500000 Penalty: 5139.514160
	Iteration 3Q: 3 clusters Score -4285020 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -4285230.500000 Penalty: 5139.514160
	Iteration 4Q: 3 clusters Score -4285230 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -4285434.000000 Penalty: 5139.514160
	Iteration 5Q: 3 clusters Score -4285434 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -4285608.500000 Penalty: 5139.514160
	Iteration 6Q: 3 clusters Score -4285608 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -4285783.000000 Penalty: 5139.514160
	Iteration 7Q: 3 clusters Score -4285783 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -4285927.000000 Penalty: 5139.514160
	Iteration 8Q: 3 clusters Score -4285927 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -4286060.500000 Penalty: 5139.514160
	Iteration 9Q: 3 clusters Score -4286060 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -4286250.000000 Penalty: 5139.514160
	Iteration 10Q: 3 clusters Score -4286250 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -4286478.500000 Penalty: 5139.514160
	Iteration 11Q: 3 clusters Score -4286478 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -4286793.500000 Penalty: 5139.514160
	Iteration 12Q: 3 clusters Score -4286794 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -4287239.000000 Penalty: 5139.514160
	Iteration 13Q: 3 clusters Score -4287239 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -4287903.500000 Penalty: 5139.514160
	Iteration 14Q: 3 clusters Score -4287904 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -4288932.500000 Penalty: 5139.514160
	Iteration 15F: 3 clusters Score -4288932 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -4290449.500000 Penalty: 5139.514160
	Iteration 16F: 3 clusters Score -4290450 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -4292245.500000 Penalty: 5139.514160
	Iteration 17F: 3 clusters Score -4292246 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -4293884.000000 Penalty: 5139.514160
	Iteration 18F: 3 clusters Score -4293884 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4295024.000000 Penalty: 5139.514160
	Iteration 19Q: 3 clusters Score -4295024 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4295644.500000 Penalty: 5139.514160
	Iteration 20F: 3 clusters Score -4295644 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4295917.000000 Penalty: 5139.514160
	Iteration 21Q: 3 clusters Score -4295917 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4296018.000000 Penalty: 5139.514160
	Iteration 22Q: 3 clusters Score -4296018 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4296078.500000 Penalty: 5139.514160
	Iteration 23Q: 3 clusters Score -4296078 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4296121.500000 Penalty: 5139.514160
	Iteration 24Q: 3 clusters Score -4296122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4296145.500000 Penalty: 5139.514160
	Iteration 25Q: 3 clusters Score -4296146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4296165.000000 Penalty: 5139.514160
	Iteration 26Q: 3 clusters Score -4296165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4296174.500000 Penalty: 5139.514160
	Iteration 27Q: 3 clusters Score -4296174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4296181.000000 Penalty: 5139.514160
	Iteration 28Q: 3 clusters Score -4296181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4296184.500000 Penalty: 5139.514160
	Iteration 29Q: 3 clusters Score -4296184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4296187.000000 Penalty: 5139.514160
	Iteration 30Q: 3 clusters Score -4296187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4296188.500000 Penalty: 5139.514160
	Iteration 31Q: 3 clusters Score -4296188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4296194.000000 Penalty: 5139.514160
	Iteration 32Q: 3 clusters Score -4296194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4296194.000000 Penalty: 5139.514160
	Iteration 33F: 3 clusters Score -4296194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210888 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155594 members 
Mstep: Class 5 contains 14802 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53797 members 
Mstep: Class 9 contains 108567 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177413 members 
Mstep: Class 14 contains 67791 members 
Mstep: Class 19 contains 13487 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080672.000000 Penalty: 47436.613281
Iteration 399Q: 15 clusters Score -1.160807e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210886 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155597 members 
Mstep: Class 5 contains 14800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53796 members 
Mstep: Class 9 contains 108562 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177413 members 
Mstep: Class 14 contains 67797 members 
Mstep: Class 19 contains 13488 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080640.000000 Penalty: 47436.613281
Iteration 400F: 15 clusters Score -1.160806e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210888 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155597 members 
Mstep: Class 5 contains 14799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53796 members 
Mstep: Class 9 contains 108556 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177414 members 
Mstep: Class 14 contains 67801 members 
Mstep: Class 19 contains 13488 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080632.000000 Penalty: 47436.613281
Iteration 401Q: 15 clusters Score -1.160806e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210892 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155594 members 
Mstep: Class 5 contains 14799 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53798 members 
Mstep: Class 9 contains 108543 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177417 members 
Mstep: Class 14 contains 67805 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080680.000000 Penalty: 47436.613281
Iteration 402Q: 15 clusters Score -1.160807e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210889 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155594 members 
Mstep: Class 5 contains 14798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53798 members 
Mstep: Class 9 contains 108532 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177430 members 
Mstep: Class 14 contains 67807 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080720.000000 Penalty: 47436.613281
Iteration 403Q: 15 clusters Score -1.160807e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210884 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155596 members 
Mstep: Class 5 contains 14798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53800 members 
Mstep: Class 9 contains 108523 members 
Mstep: Class 10 contains 20849 members 
Mstep: Class 11 contains 177439 members 
Mstep: Class 14 contains 67808 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080712.000000 Penalty: 47436.613281
Iteration 404Q: 15 clusters Score -1.160807e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210879 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155594 members 
Mstep: Class 5 contains 14798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53799 members 
Mstep: Class 9 contains 108518 members 
Mstep: Class 10 contains 20850 members 
Mstep: Class 11 contains 177447 members 
Mstep: Class 14 contains 67811 members 
Mstep: Class 19 contains 13491 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080768.000000 Penalty: 47436.613281
Iteration 405Q: 15 clusters Score -1.160808e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210877 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155595 members 
Mstep: Class 5 contains 14798 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53801 members 
Mstep: Class 9 contains 108516 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 177449 members 
Mstep: Class 14 contains 67810 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080808.000000 Penalty: 47436.613281
Iteration 406Q: 15 clusters Score -1.160808e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210877 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155599 members 
Mstep: Class 5 contains 14796 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53801 members 
Mstep: Class 9 contains 108511 members 
Mstep: Class 10 contains 20846 members 
Mstep: Class 11 contains 177449 members 
Mstep: Class 14 contains 67814 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080840.000000 Penalty: 47436.613281
Iteration 407Q: 15 clusters Score -1.160808e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210873 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155602 members 
Mstep: Class 5 contains 14795 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53803 members 
Mstep: Class 9 contains 108507 members 
Mstep: Class 10 contains 20845 members 
Mstep: Class 11 contains 177448 members 
Mstep: Class 14 contains 67819 members 
Mstep: Class 19 contains 13491 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080760.000000 Penalty: 47436.613281
Iteration 408Q: 15 clusters Score -1.160808e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210869 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155595 members 
Mstep: Class 5 contains 14796 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53806 members 
Mstep: Class 9 contains 108498 members 
Mstep: Class 10 contains 20843 members 
Mstep: Class 11 contains 177455 members 
Mstep: Class 14 contains 67826 members 
Mstep: Class 19 contains 13493 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080760.000000 Penalty: 47436.613281
Iteration 409Q: 15 clusters Score -1.160808e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210866 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155595 members 
Mstep: Class 5 contains 14796 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53808 members 
Mstep: Class 9 contains 108491 members 
Mstep: Class 10 contains 20838 members 
Mstep: Class 11 contains 177463 members 
Mstep: Class 14 contains 67829 members 
Mstep: Class 19 contains 13491 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080768.000000 Penalty: 47436.613281
Iteration 410Q: 15 clusters Score -1.160808e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210863 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155597 members 
Mstep: Class 5 contains 14795 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53807 members 
Mstep: Class 9 contains 108480 members 
Mstep: Class 10 contains 20833 members 
Mstep: Class 11 contains 177474 members 
Mstep: Class 14 contains 67832 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080720.000000 Penalty: 47436.613281
Iteration 411Q: 15 clusters Score -1.160807e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210863 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155595 members 
Mstep: Class 5 contains 14796 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53808 members 
Mstep: Class 9 contains 108472 members 
Mstep: Class 10 contains 20828 members 
Mstep: Class 11 contains 177483 members 
Mstep: Class 14 contains 67835 members 
Mstep: Class 19 contains 13488 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080760.000000 Penalty: 47436.613281
Iteration 412Q: 15 clusters Score -1.160808e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210865 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155595 members 
Mstep: Class 5 contains 14796 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53807 members 
Mstep: Class 9 contains 108466 members 
Mstep: Class 10 contains 20823 members 
Mstep: Class 11 contains 177486 members 
Mstep: Class 14 contains 67837 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080728.000000 Penalty: 47436.613281
Iteration 413Q: 15 clusters Score -1.160807e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210866 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155598 members 
Mstep: Class 5 contains 14797 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53805 members 
Mstep: Class 9 contains 108459 members 
Mstep: Class 10 contains 20819 members 
Mstep: Class 11 contains 177489 members 
Mstep: Class 14 contains 67839 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080728.000000 Penalty: 47436.613281
Iteration 414Q: 15 clusters Score -1.160807e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210868 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155599 members 
Mstep: Class 5 contains 14796 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53805 members 
Mstep: Class 9 contains 108451 members 
Mstep: Class 10 contains 20814 members 
Mstep: Class 11 contains 177492 members 
Mstep: Class 14 contains 67844 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080768.000000 Penalty: 47436.613281
Iteration 415Q: 15 clusters Score -1.160808e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210866 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155601 members 
Mstep: Class 5 contains 14796 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53805 members 
Mstep: Class 9 contains 108442 members 
Mstep: Class 10 contains 20810 members 
Mstep: Class 11 contains 177499 members 
Mstep: Class 14 contains 67846 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080768.000000 Penalty: 47436.613281
Iteration 416Q: 15 clusters Score -1.160808e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210864 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155602 members 
Mstep: Class 5 contains 14796 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53803 members 
Mstep: Class 9 contains 108433 members 
Mstep: Class 10 contains 20810 members 
Mstep: Class 11 contains 177510 members 
Mstep: Class 14 contains 67847 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080720.000000 Penalty: 47436.613281
Iteration 417Q: 15 clusters Score -1.160807e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210866 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155599 members 
Mstep: Class 5 contains 14795 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53803 members 
Mstep: Class 9 contains 108424 members 
Mstep: Class 10 contains 20809 members 
Mstep: Class 11 contains 177518 members 
Mstep: Class 14 contains 67852 members 
Mstep: Class 19 contains 13491 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080712.000000 Penalty: 47436.613281
Iteration 418Q: 15 clusters Score -1.160807e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210867 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155602 members 
Mstep: Class 5 contains 14795 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53804 members 
Mstep: Class 9 contains 108415 members 
Mstep: Class 10 contains 20809 members 
Mstep: Class 11 contains 177526 members 
Mstep: Class 14 contains 67855 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080696.000000 Penalty: 47436.613281
Iteration 419Q: 15 clusters Score -1.160807e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210862 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155603 members 
Mstep: Class 5 contains 14794 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53805 members 
Mstep: Class 9 contains 108406 members 
Mstep: Class 10 contains 20809 members 
Mstep: Class 11 contains 177531 members 
Mstep: Class 14 contains 67861 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080760.000000 Penalty: 47436.613281
Iteration 420F: 15 clusters Score -1.160808e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210859 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155604 members 
Mstep: Class 5 contains 14792 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53804 members 
Mstep: Class 9 contains 108400 members 
Mstep: Class 10 contains 20809 members 
Mstep: Class 11 contains 177536 members 
Mstep: Class 14 contains 67867 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080744.000000 Penalty: 47436.613281
Iteration 421Q: 15 clusters Score -1.160807e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210858 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155603 members 
Mstep: Class 5 contains 14790 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53804 members 
Mstep: Class 9 contains 108398 members 
Mstep: Class 10 contains 20809 members 
Mstep: Class 11 contains 177537 members 
Mstep: Class 14 contains 67872 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080688.000000 Penalty: 47436.613281
Iteration 422Q: 15 clusters Score -1.160807e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210858 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155601 members 
Mstep: Class 5 contains 14792 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53805 members 
Mstep: Class 9 contains 108393 members 
Mstep: Class 10 contains 20808 members 
Mstep: Class 11 contains 177540 members 
Mstep: Class 14 contains 67874 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080752.000000 Penalty: 47436.613281
Iteration 423Q: 15 clusters Score -1.160808e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210854 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155603 members 
Mstep: Class 5 contains 14793 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53805 members 
Mstep: Class 9 contains 108390 members 
Mstep: Class 10 contains 20807 members 
Mstep: Class 11 contains 177539 members 
Mstep: Class 14 contains 67879 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080784.000000 Penalty: 47436.613281
Iteration 424Q: 15 clusters Score -1.160808e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210851 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155602 members 
Mstep: Class 5 contains 14793 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53807 members 
Mstep: Class 9 contains 108388 members 
Mstep: Class 10 contains 20805 members 
Mstep: Class 11 contains 177541 members 
Mstep: Class 14 contains 67882 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080736.000000 Penalty: 47436.613281
Iteration 425Q: 15 clusters Score -1.160807e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210851 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155602 members 
Mstep: Class 5 contains 14793 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53806 members 
Mstep: Class 9 contains 108385 members 
Mstep: Class 10 contains 20804 members 
Mstep: Class 11 contains 177542 members 
Mstep: Class 14 contains 67885 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080752.000000 Penalty: 47436.613281
Iteration 426Q: 15 clusters Score -1.160808e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210848 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155601 members 
Mstep: Class 5 contains 14793 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53805 members 
Mstep: Class 9 contains 108382 members 
Mstep: Class 10 contains 20804 members 
Mstep: Class 11 contains 177549 members 
Mstep: Class 14 contains 67886 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080744.000000 Penalty: 47436.613281
Iteration 427Q: 15 clusters Score -1.160807e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210849 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155598 members 
Mstep: Class 5 contains 14793 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53806 members 
Mstep: Class 9 contains 108380 members 
Mstep: Class 10 contains 20804 members 
Mstep: Class 11 contains 177553 members 
Mstep: Class 14 contains 67887 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080760.000000 Penalty: 47436.613281
Iteration 428Q: 15 clusters Score -1.160808e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210845 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155596 members 
Mstep: Class 5 contains 14793 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53805 members 
Mstep: Class 9 contains 108380 members 
Mstep: Class 10 contains 20804 members 
Mstep: Class 11 contains 177559 members 
Mstep: Class 14 contains 67888 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080736.000000 Penalty: 47436.613281
Iteration 429Q: 15 clusters Score -1.160807e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210847 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155597 members 
Mstep: Class 5 contains 14793 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53806 members 
Mstep: Class 9 contains 108379 members 
Mstep: Class 10 contains 20804 members 
Mstep: Class 11 contains 177556 members 
Mstep: Class 14 contains 67888 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080736.000000 Penalty: 47436.613281
Iteration 430Q: 15 clusters Score -1.160807e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210840 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155600 members 
Mstep: Class 5 contains 14794 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53806 members 
Mstep: Class 9 contains 108381 members 
Mstep: Class 10 contains 20804 members 
Mstep: Class 11 contains 177556 members 
Mstep: Class 14 contains 67889 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080736.000000 Penalty: 47436.613281
Iteration 431Q: 15 clusters Score -1.160807e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210838 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155599 members 
Mstep: Class 5 contains 14794 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53804 members 
Mstep: Class 9 contains 108379 members 
Mstep: Class 10 contains 20804 members 
Mstep: Class 11 contains 177562 members 
Mstep: Class 14 contains 67890 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080688.000000 Penalty: 47436.613281
Iteration 432Q: 15 clusters Score -1.160807e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210840 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155599 members 
Mstep: Class 5 contains 14794 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53806 members 
Mstep: Class 9 contains 108376 members 
Mstep: Class 10 contains 20804 members 
Mstep: Class 11 contains 177560 members 
Mstep: Class 14 contains 67891 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080640.000000 Penalty: 47436.613281
Iteration 433Q: 15 clusters Score -1.160806e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210839 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155598 members 
Mstep: Class 5 contains 14794 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53807 members 
Mstep: Class 9 contains 108376 members 
Mstep: Class 10 contains 20804 members 
Mstep: Class 11 contains 177561 members 
Mstep: Class 14 contains 67891 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080616.000000 Penalty: 47436.613281
Iteration 434Q: 15 clusters Score -1.160806e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210840 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155598 members 
Mstep: Class 5 contains 14794 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53807 members 
Mstep: Class 9 contains 108376 members 
Mstep: Class 10 contains 20804 members 
Mstep: Class 11 contains 177560 members 
Mstep: Class 14 contains 67891 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080632.000000 Penalty: 47436.613281
Iteration 435Q: 15 clusters Score -1.160806e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210842 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155597 members 
Mstep: Class 5 contains 14794 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53807 members 
Mstep: Class 9 contains 108376 members 
Mstep: Class 10 contains 20804 members 
Mstep: Class 11 contains 177559 members 
Mstep: Class 14 contains 67891 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080648.000000 Penalty: 47436.613281
Iteration 436Q: 15 clusters Score -1.160806e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210844 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155597 members 
Mstep: Class 5 contains 14794 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53807 members 
Mstep: Class 9 contains 108374 members 
Mstep: Class 10 contains 20804 members 
Mstep: Class 11 contains 177559 members 
Mstep: Class 14 contains 67891 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080624.000000 Penalty: 47436.613281
Iteration 437Q: 15 clusters Score -1.160806e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210844 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155598 members 
Mstep: Class 5 contains 14794 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53807 members 
Mstep: Class 9 contains 108373 members 
Mstep: Class 10 contains 20804 members 
Mstep: Class 11 contains 177559 members 
Mstep: Class 14 contains 67891 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080616.000000 Penalty: 47436.613281
Iteration 438Q: 15 clusters Score -1.160806e+08 nChanged 0
Entering ConstructFrom: 
Score: -116080616.000000 Penalty: 47436.613281
Entering ConstructFrom: 
Trying to split cluster 1 (210844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210844 members 
Entering Unmasked Estep 
Score: -28859298.000000 Penalty: 3040.200684
	Iteration 0F: 2 clusters Score -2.88593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105509 members 
Mstep: Class 2 contains 105335 members 
Entering Unmasked Estep 
Score: -28730716.000000 Penalty: 6080.401367
	Iteration 0F: 3 clusters Score -2.873072e+07 nChanged 101472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107121 members 
Mstep: Class 2 contains 103723 members 
Entering Unmasked Estep 
Score: -28790098.000000 Penalty: 6080.401367
	Iteration 1F: 3 clusters Score -2.87901e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108334 members 
Mstep: Class 2 contains 102510 members 
Entering Unmasked Estep 
Score: -28791226.000000 Penalty: 6080.401367
	Iteration 2Q: 3 clusters Score -2.879123e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110097 members 
Mstep: Class 2 contains 100747 members 
Entering Unmasked Estep 
Score: -28792710.000000 Penalty: 6080.401367
	Iteration 3Q: 3 clusters Score -2.879271e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112615 members 
Mstep: Class 2 contains 98229 members 
Entering Unmasked Estep 
Score: -28794760.000000 Penalty: 6080.401367
	Iteration 4Q: 3 clusters Score -2.879476e+07 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116073 members 
Mstep: Class 2 contains 94771 members 
Entering Unmasked Estep 
Score: -28797938.000000 Penalty: 6080.401367
	Iteration 5Q: 3 clusters Score -2.879794e+07 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120778 members 
Mstep: Class 2 contains 90066 members 
Entering Unmasked Estep 
Score: -28802568.000000 Penalty: 6080.401367
	Iteration 6Q: 3 clusters Score -2.880257e+07 nChanged 11416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126520 members 
Mstep: Class 2 contains 84324 members 
Entering Unmasked Estep 
Score: -28810058.000000 Penalty: 6080.401367
	Iteration 7F: 3 clusters Score -2.881006e+07 nChanged 13062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132326 members 
Mstep: Class 2 contains 78518 members 
Entering Unmasked Estep 
Score: -28819956.000000 Penalty: 6080.401367
	Iteration 8F: 3 clusters Score -2.881996e+07 nChanged 13069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136939 members 
Mstep: Class 2 contains 73905 members 
Entering Unmasked Estep 
Score: -28829302.000000 Penalty: 6080.401367
	Iteration 9F: 3 clusters Score -2.88293e+07 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140365 members 
Mstep: Class 2 contains 70479 members 
Entering Unmasked Estep 
Score: -28834342.000000 Penalty: 6080.401367
	Iteration 10Q: 3 clusters Score -2.883434e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143344 members 
Mstep: Class 2 contains 67500 members 
Entering Unmasked Estep 
Score: -28836514.000000 Penalty: 6080.401367
	Iteration 11Q: 3 clusters Score -2.883651e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146367 members 
Mstep: Class 2 contains 64477 members 
Entering Unmasked Estep 
Score: -28837640.000000 Penalty: 6080.401367
	Iteration 12Q: 3 clusters Score -2.883764e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149461 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -28838630.000000 Penalty: 6080.401367
	Iteration 13Q: 3 clusters Score -2.883863e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152438 members 
Mstep: Class 2 contains 58406 members 
Entering Unmasked Estep 
Score: -28839260.000000 Penalty: 6080.401367
	Iteration 14Q: 3 clusters Score -2.883926e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155333 members 
Mstep: Class 2 contains 55511 members 
Entering Unmasked Estep 
Score: -28839658.000000 Penalty: 6080.401367
	Iteration 15Q: 3 clusters Score -2.883966e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158003 members 
Mstep: Class 2 contains 52841 members 
Entering Unmasked Estep 
Score: -28840216.000000 Penalty: 6080.401367
	Iteration 16Q: 3 clusters Score -2.884022e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160545 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -28840742.000000 Penalty: 6080.401367
	Iteration 17Q: 3 clusters Score -2.884074e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162879 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -28841050.000000 Penalty: 6080.401367
	Iteration 18Q: 3 clusters Score -2.884105e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165095 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -28841560.000000 Penalty: 6080.401367
	Iteration 19Q: 3 clusters Score -2.884156e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167279 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -28842020.000000 Penalty: 6080.401367
	Iteration 20F: 3 clusters Score -2.884202e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169336 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -28842422.000000 Penalty: 6080.401367
	Iteration 21Q: 3 clusters Score -2.884242e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171283 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -28842660.000000 Penalty: 6080.401367
	Iteration 22Q: 3 clusters Score -2.884266e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173024 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -28842742.000000 Penalty: 6080.401367
	Iteration 23Q: 3 clusters Score -2.884274e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174717 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -28842892.000000 Penalty: 6080.401367
	Iteration 24Q: 3 clusters Score -2.884289e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176342 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -28843198.000000 Penalty: 6080.401367
	Iteration 25Q: 3 clusters Score -2.88432e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177897 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -28843398.000000 Penalty: 6080.401367
	Iteration 26Q: 3 clusters Score -2.88434e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179405 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -28843702.000000 Penalty: 6080.401367
	Iteration 27Q: 3 clusters Score -2.88437e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180894 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -28844040.000000 Penalty: 6080.401367
	Iteration 28Q: 3 clusters Score -2.884404e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182255 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -28844218.000000 Penalty: 6080.401367
	Iteration 29Q: 3 clusters Score -2.884422e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183599 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -28844402.000000 Penalty: 6080.401367
	Iteration 30Q: 3 clusters Score -2.88444e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184906 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -28844792.000000 Penalty: 6080.401367
	Iteration 31Q: 3 clusters Score -2.884479e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186276 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -28845224.000000 Penalty: 6080.401367
	Iteration 32Q: 3 clusters Score -2.884522e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187704 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -28845662.000000 Penalty: 6080.401367
	Iteration 33Q: 3 clusters Score -2.884566e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189020 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -28845982.000000 Penalty: 6080.401367
	Iteration 34Q: 3 clusters Score -2.884598e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190348 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -28846408.000000 Penalty: 6080.401367
	Iteration 35Q: 3 clusters Score -2.884641e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191660 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -28846896.000000 Penalty: 6080.401367
	Iteration 36Q: 3 clusters Score -2.88469e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192854 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -28847194.000000 Penalty: 6080.401367
	Iteration 37Q: 3 clusters Score -2.884719e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193954 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -28847670.000000 Penalty: 6080.401367
	Iteration 38Q: 3 clusters Score -2.884767e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195037 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -28848126.000000 Penalty: 6080.401367
	Iteration 39Q: 3 clusters Score -2.884813e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196138 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -28848616.000000 Penalty: 6080.401367
	Iteration 40F: 3 clusters Score -2.884862e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197233 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -28849134.000000 Penalty: 6080.401367
	Iteration 41Q: 3 clusters Score -2.884913e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198335 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -28849586.000000 Penalty: 6080.401367
	Iteration 42Q: 3 clusters Score -2.884959e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199373 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -28850068.000000 Penalty: 6080.401367
	Iteration 43Q: 3 clusters Score -2.885007e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200331 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -28850582.000000 Penalty: 6080.401367
	Iteration 44Q: 3 clusters Score -2.885058e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201242 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -28851222.000000 Penalty: 6080.401367
	Iteration 45Q: 3 clusters Score -2.885122e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202132 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -28851774.000000 Penalty: 6080.401367
	Iteration 46Q: 3 clusters Score -2.885177e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202955 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -28852266.000000 Penalty: 6080.401367
	Iteration 47Q: 3 clusters Score -2.885227e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203685 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -28852664.000000 Penalty: 6080.401367
	Iteration 48Q: 3 clusters Score -2.885266e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204349 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -28853078.000000 Penalty: 6080.401367
	Iteration 49Q: 3 clusters Score -2.885308e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204987 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -28853490.000000 Penalty: 6080.401367
	Iteration 50Q: 3 clusters Score -2.885349e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205582 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -28853898.000000 Penalty: 6080.401367
	Iteration 51Q: 3 clusters Score -2.88539e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206130 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -28854278.000000 Penalty: 6080.401367
	Iteration 52Q: 3 clusters Score -2.885428e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206574 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -28854506.000000 Penalty: 6080.401367
	Iteration 53Q: 3 clusters Score -2.885451e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206947 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -28854740.000000 Penalty: 6080.401367
	Iteration 54Q: 3 clusters Score -2.885474e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207284 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -28855036.000000 Penalty: 6080.401367
	Iteration 55Q: 3 clusters Score -2.885504e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207586 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -28855290.000000 Penalty: 6080.401367
	Iteration 56Q: 3 clusters Score -2.885529e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207818 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -28855522.000000 Penalty: 6080.401367
	Iteration 57Q: 3 clusters Score -2.885552e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208001 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -28855680.000000 Penalty: 6080.401367
	Iteration 58Q: 3 clusters Score -2.885568e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208156 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -28855806.000000 Penalty: 6080.401367
	Iteration 59Q: 3 clusters Score -2.885581e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208265 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -28855858.000000 Penalty: 6080.401367
	Iteration 60F: 3 clusters Score -2.885586e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208346 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -28855924.000000 Penalty: 6080.401367
	Iteration 61Q: 3 clusters Score -2.885592e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208431 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -28855932.000000 Penalty: 6080.401367
	Iteration 62Q: 3 clusters Score -2.885593e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208504 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -28855970.000000 Penalty: 6080.401367
	Iteration 63Q: 3 clusters Score -2.885597e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208573 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -28855978.000000 Penalty: 6080.401367
	Iteration 64Q: 3 clusters Score -2.885598e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208629 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -28855996.000000 Penalty: 6080.401367
	Iteration 65Q: 3 clusters Score -2.8856e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208677 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -28856036.000000 Penalty: 6080.401367
	Iteration 66Q: 3 clusters Score -2.885604e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208723 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -28856092.000000 Penalty: 6080.401367
	Iteration 67Q: 3 clusters Score -2.885609e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208770 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -28856160.000000 Penalty: 6080.401367
	Iteration 68Q: 3 clusters Score -2.885616e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208817 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -28856140.000000 Penalty: 6080.401367
	Iteration 69Q: 3 clusters Score -2.885614e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208865 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -28856190.000000 Penalty: 6080.401367
	Iteration 70Q: 3 clusters Score -2.885619e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208902 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -28856216.000000 Penalty: 6080.401367
	Iteration 71Q: 3 clusters Score -2.885622e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208937 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -28856236.000000 Penalty: 6080.401367
	Iteration 72Q: 3 clusters Score -2.885624e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208973 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -28856250.000000 Penalty: 6080.401367
	Iteration 73Q: 3 clusters Score -2.885625e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208996 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -28856252.000000 Penalty: 6080.401367
	Iteration 74Q: 3 clusters Score -2.885625e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209024 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -28856276.000000 Penalty: 6080.401367
	Iteration 75Q: 3 clusters Score -2.885628e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209049 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -28856292.000000 Penalty: 6080.401367
	Iteration 76Q: 3 clusters Score -2.885629e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209071 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -28856310.000000 Penalty: 6080.401367
	Iteration 77Q: 3 clusters Score -2.885631e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209085 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -28856340.000000 Penalty: 6080.401367
	Iteration 78Q: 3 clusters Score -2.885634e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209097 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -28856366.000000 Penalty: 6080.401367
	Iteration 79Q: 3 clusters Score -2.885637e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209109 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -28856370.000000 Penalty: 6080.401367
	Iteration 80F: 3 clusters Score -2.885637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209115 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -28856374.000000 Penalty: 6080.401367
	Iteration 81Q: 3 clusters Score -2.885637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209123 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -28856358.000000 Penalty: 6080.401367
	Iteration 82Q: 3 clusters Score -2.885636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209133 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -28856370.000000 Penalty: 6080.401367
	Iteration 83Q: 3 clusters Score -2.885637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209142 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -28856390.000000 Penalty: 6080.401367
	Iteration 84Q: 3 clusters Score -2.885639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209147 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -28856392.000000 Penalty: 6080.401367
	Iteration 85Q: 3 clusters Score -2.885639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209157 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -28856400.000000 Penalty: 6080.401367
	Iteration 86Q: 3 clusters Score -2.88564e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209174 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -28856408.000000 Penalty: 6080.401367
	Iteration 87Q: 3 clusters Score -2.885641e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209184 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -28856408.000000 Penalty: 6080.401367
	Iteration 88Q: 3 clusters Score -2.885641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209192 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -28856424.000000 Penalty: 6080.401367
	Iteration 89Q: 3 clusters Score -2.885642e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209199 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -28856422.000000 Penalty: 6080.401367
	Iteration 90Q: 3 clusters Score -2.885642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209204 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -28856412.000000 Penalty: 6080.401367
	Iteration 91Q: 3 clusters Score -2.885641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209205 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -28856416.000000 Penalty: 6080.401367
	Iteration 92Q: 3 clusters Score -2.885642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209205 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -28856416.000000 Penalty: 6080.401367
	Iteration 93F: 3 clusters Score -2.885642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Entering Unmasked Estep 
Score: -154737.062500 Penalty: 1757.511108
	Iteration 0F: 2 clusters Score -154737.1 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 615 members 
Entering Unmasked Estep 
Score: -152659.375000 Penalty: 3515.022217
	Iteration 0F: 3 clusters Score -152659.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -152981.687500 Penalty: 3515.022217
	Iteration 1F: 3 clusters Score -152981.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -153128.640625 Penalty: 3515.022217
	Iteration 2F: 3 clusters Score -153128.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -153209.703125 Penalty: 3515.022217
	Iteration 3Q: 3 clusters Score -153209.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -153272.453125 Penalty: 3515.022217
	Iteration 4Q: 3 clusters Score -153272.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -153314.562500 Penalty: 3515.022217
	Iteration 5Q: 3 clusters Score -153314.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -153344.359375 Penalty: 3515.022217
	Iteration 6Q: 3 clusters Score -153344.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -153368.953125 Penalty: 3515.022217
	Iteration 7Q: 3 clusters Score -153369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -153391.718750 Penalty: 3515.022217
	Iteration 8Q: 3 clusters Score -153391.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -153420.140625 Penalty: 3515.022217
	Iteration 9Q: 3 clusters Score -153420.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -153451.609375 Penalty: 3515.022217
	Iteration 10Q: 3 clusters Score -153451.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -153517.968750 Penalty: 3515.022217
	Iteration 11Q: 3 clusters Score -153518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -153572.375000 Penalty: 3515.022217
	Iteration 12Q: 3 clusters Score -153572.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -153645.765625 Penalty: 3515.022217
	Iteration 13Q: 3 clusters Score -153645.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -153740.546875 Penalty: 3515.022217
	Iteration 14Q: 3 clusters Score -153740.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -153793.968750 Penalty: 3515.022217
	Iteration 15Q: 3 clusters Score -153794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -153825.843750 Penalty: 3515.022217
	Iteration 16Q: 3 clusters Score -153825.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -153842.875000 Penalty: 3515.022217
	Iteration 17Q: 3 clusters Score -153842.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -153855.937500 Penalty: 3515.022217
	Iteration 18Q: 3 clusters Score -153855.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -153863.125000 Penalty: 3515.022217
	Iteration 19Q: 3 clusters Score -153863.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -153869.218750 Penalty: 3515.022217
	Iteration 20F: 3 clusters Score -153869.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -153870.437500 Penalty: 3515.022217
	Iteration 21Q: 3 clusters Score -153870.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -153873.453125 Penalty: 3515.022217
	Iteration 22Q: 3 clusters Score -153873.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -153876.546875 Penalty: 3515.022217
	Iteration 23Q: 3 clusters Score -153876.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -153878.765625 Penalty: 3515.022217
	Iteration 24Q: 3 clusters Score -153878.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -153878.765625 Penalty: 3515.022217
	Iteration 25F: 3 clusters Score -153878.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -160187.984375 Penalty: 1770.438965
	Iteration 0F: 2 clusters Score -160188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -158081.640625 Penalty: 3540.877930
	Iteration 0F: 3 clusters Score -158081.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -158460.687500 Penalty: 3540.877930
	Iteration 1F: 3 clusters Score -158460.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -158557.687500 Penalty: 3540.877930
	Iteration 2F: 3 clusters Score -158557.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -158618.921875 Penalty: 3540.877930
	Iteration 3Q: 3 clusters Score -158618.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -158683.500000 Penalty: 3540.877930
	Iteration 4Q: 3 clusters Score -158683.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -158745.593750 Penalty: 3540.877930
	Iteration 5Q: 3 clusters Score -158745.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -158796.281250 Penalty: 3540.877930
	Iteration 6Q: 3 clusters Score -158796.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -158874.000000 Penalty: 3540.877930
	Iteration 7Q: 3 clusters Score -158874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -158933.843750 Penalty: 3540.877930
	Iteration 8Q: 3 clusters Score -158933.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -158988.171875 Penalty: 3540.877930
	Iteration 9Q: 3 clusters Score -158988.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -159041.937500 Penalty: 3540.877930
	Iteration 10Q: 3 clusters Score -159041.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -159089.937500 Penalty: 3540.877930
	Iteration 11Q: 3 clusters Score -159089.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -159143.093750 Penalty: 3540.877930
	Iteration 12Q: 3 clusters Score -159143.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -159211.046875 Penalty: 3540.877930
	Iteration 13Q: 3 clusters Score -159211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -159284.593750 Penalty: 3540.877930
	Iteration 14Q: 3 clusters Score -159284.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -159353.515625 Penalty: 3540.877930
	Iteration 15Q: 3 clusters Score -159353.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -159385.250000 Penalty: 3540.877930
	Iteration 16Q: 3 clusters Score -159385.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -159401.781250 Penalty: 3540.877930
	Iteration 17Q: 3 clusters Score -159401.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -159405.484375 Penalty: 3540.877930
	Iteration 18Q: 3 clusters Score -159405.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -159408.687500 Penalty: 3540.877930
	Iteration 19Q: 3 clusters Score -159408.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -159411.656250 Penalty: 3540.877930
	Iteration 20F: 3 clusters Score -159411.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -159412.375000 Penalty: 3540.877930
	Iteration 21Q: 3 clusters Score -159412.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -159416.656250 Penalty: 3540.877930
	Iteration 22Q: 3 clusters Score -159416.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -159420.812500 Penalty: 3540.877930
	Iteration 23Q: 3 clusters Score -159420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -159426.484375 Penalty: 3540.877930
	Iteration 24Q: 3 clusters Score -159426.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -159431.109375 Penalty: 3540.877930
	Iteration 25Q: 3 clusters Score -159431.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -159435.812500 Penalty: 3540.877930
	Iteration 26Q: 3 clusters Score -159435.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -159439.937500 Penalty: 3540.877930
	Iteration 27Q: 3 clusters Score -159439.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -159442.843750 Penalty: 3540.877930
	Iteration 28Q: 3 clusters Score -159442.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -159445.937500 Penalty: 3540.877930
	Iteration 29Q: 3 clusters Score -159445.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -159445.937500 Penalty: 3540.877930
	Iteration 30F: 3 clusters Score -159445.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (155598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155598 members 
Entering Unmasked Estep 
Score: -21448214.000000 Penalty: 2964.847900
	Iteration 0F: 2 clusters Score -2.144821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78088 members 
Mstep: Class 2 contains 77510 members 
Entering Unmasked Estep 
Score: -21345130.000000 Penalty: 5929.695801
	Iteration 0F: 3 clusters Score -2.134513e+07 nChanged 74714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81624 members 
Mstep: Class 2 contains 73974 members 
Entering Unmasked Estep 
Score: -21389460.000000 Penalty: 5929.695801
	Iteration 1F: 3 clusters Score -2.138946e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83697 members 
Mstep: Class 2 contains 71901 members 
Entering Unmasked Estep 
Score: -21390782.000000 Penalty: 5929.695801
	Iteration 2Q: 3 clusters Score -2.139078e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -21393110.000000 Penalty: 5929.695801
	Iteration 3Q: 3 clusters Score -2.139311e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91380 members 
Mstep: Class 2 contains 64218 members 
Entering Unmasked Estep 
Score: -21396238.000000 Penalty: 5929.695801
	Iteration 4Q: 3 clusters Score -2.139624e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97643 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -21400764.000000 Penalty: 5929.695801
	Iteration 5F: 3 clusters Score -2.140076e+07 nChanged 9360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105655 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
Score: -21407348.000000 Penalty: 5929.695801
	Iteration 6F: 3 clusters Score -2.140735e+07 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114781 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -21415096.000000 Penalty: 5929.695801
	Iteration 7F: 3 clusters Score -2.14151e+07 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123708 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -21422738.000000 Penalty: 5929.695801
	Iteration 8F: 3 clusters Score -2.142274e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131616 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -21429206.000000 Penalty: 5929.695801
	Iteration 9F: 3 clusters Score -2.142921e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138237 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -21434516.000000 Penalty: 5929.695801
	Iteration 10Q: 3 clusters Score -2.143452e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143512 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -21438160.000000 Penalty: 5929.695801
	Iteration 11Q: 3 clusters Score -2.143816e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147577 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -21441062.000000 Penalty: 5929.695801
	Iteration 12Q: 3 clusters Score -2.144106e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150435 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -21442826.000000 Penalty: 5929.695801
	Iteration 13Q: 3 clusters Score -2.144283e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152275 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -21444020.000000 Penalty: 5929.695801
	Iteration 14Q: 3 clusters Score -2.144402e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153411 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -21444726.000000 Penalty: 5929.695801
	Iteration 15Q: 3 clusters Score -2.144473e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154042 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -21445080.000000 Penalty: 5929.695801
	Iteration 16Q: 3 clusters Score -2.144508e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154400 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -21445286.000000 Penalty: 5929.695801
	Iteration 17Q: 3 clusters Score -2.144529e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154606 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -21445430.000000 Penalty: 5929.695801
	Iteration 18Q: 3 clusters Score -2.144543e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154749 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -21445552.000000 Penalty: 5929.695801
	Iteration 19Q: 3 clusters Score -2.144555e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154841 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -21445580.000000 Penalty: 5929.695801
	Iteration 20F: 3 clusters Score -2.144558e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154898 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -21445616.000000 Penalty: 5929.695801
	Iteration 21Q: 3 clusters Score -2.144562e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154937 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -21445636.000000 Penalty: 5929.695801
	Iteration 22Q: 3 clusters Score -2.144564e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154973 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -21445684.000000 Penalty: 5929.695801
	Iteration 23Q: 3 clusters Score -2.144568e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154992 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -21445686.000000 Penalty: 5929.695801
	Iteration 24Q: 3 clusters Score -2.144569e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155009 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -21445670.000000 Penalty: 5929.695801
	Iteration 25Q: 3 clusters Score -2.144567e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155026 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -21445688.000000 Penalty: 5929.695801
	Iteration 26Q: 3 clusters Score -2.144569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155030 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -21445710.000000 Penalty: 5929.695801
	Iteration 27Q: 3 clusters Score -2.144571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155037 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -21445734.000000 Penalty: 5929.695801
	Iteration 28Q: 3 clusters Score -2.144573e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155050 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -21445728.000000 Penalty: 5929.695801
	Iteration 29Q: 3 clusters Score -2.144573e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155065 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -21445728.000000 Penalty: 5929.695801
	Iteration 30Q: 3 clusters Score -2.144573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155072 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -21445736.000000 Penalty: 5929.695801
	Iteration 31Q: 3 clusters Score -2.144574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155074 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -21445754.000000 Penalty: 5929.695801
	Iteration 32Q: 3 clusters Score -2.144575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155078 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -21445754.000000 Penalty: 5929.695801
	Iteration 33Q: 3 clusters Score -2.144575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155084 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -21445746.000000 Penalty: 5929.695801
	Iteration 34Q: 3 clusters Score -2.144575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155085 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -21445750.000000 Penalty: 5929.695801
	Iteration 35Q: 3 clusters Score -2.144575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155087 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -21445756.000000 Penalty: 5929.695801
	Iteration 36Q: 3 clusters Score -2.144576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155088 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -21445756.000000 Penalty: 5929.695801
	Iteration 37Q: 3 clusters Score -2.144576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155089 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -21445766.000000 Penalty: 5929.695801
	Iteration 38Q: 3 clusters Score -2.144577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155090 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -21445772.000000 Penalty: 5929.695801
	Iteration 39Q: 3 clusters Score -2.144577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155091 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -21445768.000000 Penalty: 5929.695801
	Iteration 40F: 3 clusters Score -2.144577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155091 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -21445770.000000 Penalty: 5929.695801
	Iteration 41Q: 3 clusters Score -2.144577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155094 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -21445788.000000 Penalty: 5929.695801
	Iteration 42Q: 3 clusters Score -2.144579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155095 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -21445774.000000 Penalty: 5929.695801
	Iteration 43Q: 3 clusters Score -2.144577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155096 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -21445776.000000 Penalty: 5929.695801
	Iteration 44Q: 3 clusters Score -2.144578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155097 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -21445774.000000 Penalty: 5929.695801
	Iteration 45Q: 3 clusters Score -2.144577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155099 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -21445778.000000 Penalty: 5929.695801
	Iteration 46Q: 3 clusters Score -2.144578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155100 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -21445770.000000 Penalty: 5929.695801
	Iteration 47Q: 3 clusters Score -2.144577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155102 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -21445786.000000 Penalty: 5929.695801
	Iteration 48Q: 3 clusters Score -2.144579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155102 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -21445786.000000 Penalty: 5929.695801
	Iteration 49F: 3 clusters Score -2.144579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Entering Unmasked Estep 
Score: -1946640.750000 Penalty: 2381.290283
	Iteration 0F: 2 clusters Score -1946641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1935842.750000 Penalty: 4762.580566
	Iteration 0F: 3 clusters Score -1935843 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1939190.125000 Penalty: 4762.580566
	Iteration 1F: 3 clusters Score -1939190 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1939570.875000 Penalty: 4762.580566
	Iteration 2F: 3 clusters Score -1939571 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1939942.000000 Penalty: 4762.580566
	Iteration 3F: 3 clusters Score -1939942 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1940266.750000 Penalty: 4762.580566
	Iteration 4Q: 3 clusters Score -1940267 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1940552.750000 Penalty: 4762.580566
	Iteration 5Q: 3 clusters Score -1940553 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1940801.625000 Penalty: 4762.580566
	Iteration 6Q: 3 clusters Score -1940802 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1941015.250000 Penalty: 4762.580566
	Iteration 7Q: 3 clusters Score -1941015 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1941168.000000 Penalty: 4762.580566
	Iteration 8Q: 3 clusters Score -1941168 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1941325.375000 Penalty: 4762.580566
	Iteration 9Q: 3 clusters Score -1941325 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1941485.250000 Penalty: 4762.580566
	Iteration 10Q: 3 clusters Score -1941485 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1941660.125000 Penalty: 4762.580566
	Iteration 11Q: 3 clusters Score -1941660 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1941844.125000 Penalty: 4762.580566
	Iteration 12Q: 3 clusters Score -1941844 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1942055.750000 Penalty: 4762.580566
	Iteration 13Q: 3 clusters Score -1942056 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1942276.875000 Penalty: 4762.580566
	Iteration 14Q: 3 clusters Score -1942277 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1942551.375000 Penalty: 4762.580566
	Iteration 15Q: 3 clusters Score -1942551 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1942856.125000 Penalty: 4762.580566
	Iteration 16Q: 3 clusters Score -1942856 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1943128.500000 Penalty: 4762.580566
	Iteration 17Q: 3 clusters Score -1943128 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1943394.875000 Penalty: 4762.580566
	Iteration 18Q: 3 clusters Score -1943395 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1943631.500000 Penalty: 4762.580566
	Iteration 19Q: 3 clusters Score -1943632 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1943843.125000 Penalty: 4762.580566
	Iteration 20F: 3 clusters Score -1943843 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1944003.625000 Penalty: 4762.580566
	Iteration 21Q: 3 clusters Score -1944004 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1944129.500000 Penalty: 4762.580566
	Iteration 22Q: 3 clusters Score -1944130 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1944223.375000 Penalty: 4762.580566
	Iteration 23Q: 3 clusters Score -1944223 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1944285.875000 Penalty: 4762.580566
	Iteration 24Q: 3 clusters Score -1944286 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1944334.750000 Penalty: 4762.580566
	Iteration 25Q: 3 clusters Score -1944335 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1944387.500000 Penalty: 4762.580566
	Iteration 26Q: 3 clusters Score -1944388 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1944433.000000 Penalty: 4762.580566
	Iteration 27Q: 3 clusters Score -1944433 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1944461.000000 Penalty: 4762.580566
	Iteration 28Q: 3 clusters Score -1944461 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1944491.000000 Penalty: 4762.580566
	Iteration 29Q: 3 clusters Score -1944491 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1944531.625000 Penalty: 4762.580566
	Iteration 30Q: 3 clusters Score -1944532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1944550.875000 Penalty: 4762.580566
	Iteration 31Q: 3 clusters Score -1944551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1944575.125000 Penalty: 4762.580566
	Iteration 32Q: 3 clusters Score -1944575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1944581.875000 Penalty: 4762.580566
	Iteration 33Q: 3 clusters Score -1944582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1944588.375000 Penalty: 4762.580566
	Iteration 34Q: 3 clusters Score -1944588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1944589.500000 Penalty: 4762.580566
	Iteration 35Q: 3 clusters Score -1944590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1944598.750000 Penalty: 4762.580566
	Iteration 36Q: 3 clusters Score -1944599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1944605.750000 Penalty: 4762.580566
	Iteration 37Q: 3 clusters Score -1944606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1944613.875000 Penalty: 4762.580566
	Iteration 38Q: 3 clusters Score -1944614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1944627.250000 Penalty: 4762.580566
	Iteration 39Q: 3 clusters Score -1944627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1944634.500000 Penalty: 4762.580566
	Iteration 40F: 3 clusters Score -1944634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1944640.375000 Penalty: 4762.580566
	Iteration 41Q: 3 clusters Score -1944640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1944643.875000 Penalty: 4762.580566
	Iteration 42Q: 3 clusters Score -1944644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1944648.750000 Penalty: 4762.580566
	Iteration 43Q: 3 clusters Score -1944649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1944653.250000 Penalty: 4762.580566
	Iteration 44Q: 3 clusters Score -1944653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1944657.500000 Penalty: 4762.580566
	Iteration 45Q: 3 clusters Score -1944658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1944665.625000 Penalty: 4762.580566
	Iteration 46Q: 3 clusters Score -1944666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1944673.625000 Penalty: 4762.580566
	Iteration 47Q: 3 clusters Score -1944674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1944675.750000 Penalty: 4762.580566
	Iteration 48Q: 3 clusters Score -1944676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1944676.375000 Penalty: 4762.580566
	Iteration 49Q: 3 clusters Score -1944676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1944676.375000 Penalty: 4762.580566
	Iteration 50F: 3 clusters Score -1944676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -45934.695312 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -45934.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44663.925781 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -44663.93 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44981.269531 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -44981.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45125.699219 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -45125.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45211.093750 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -45211.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -45259.960938 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -45259.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -45320.503906 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -45320.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -45401.210938 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -45401.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -45448.496094 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -45448.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -45467.007812 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -45467.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -45493.917969 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -45493.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -45578.675781 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -45578.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -45590.925781 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -45590.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -45597.746094 Penalty: 2965.527344
	Iteration 12Q: 3 clusters Score -45597.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -45597.746094 Penalty: 2965.527344
	Iteration 13F: 3 clusters Score -45597.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (53807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Entering Unmasked Estep 
Score: -7485356.500000 Penalty: 2701.503418
	Iteration 0F: 2 clusters Score -7485356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -7449035.500000 Penalty: 5403.006836
	Iteration 0F: 3 clusters Score -7449036 nChanged 24899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -7462954.000000 Penalty: 5403.006836
	Iteration 1F: 3 clusters Score -7462954 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -7463564.500000 Penalty: 5403.006836
	Iteration 2Q: 3 clusters Score -7463564 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -7464202.500000 Penalty: 5403.006836
	Iteration 3Q: 3 clusters Score -7464202 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -7465006.500000 Penalty: 5403.006836
	Iteration 4Q: 3 clusters Score -7465006 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -7466057.500000 Penalty: 5403.006836
	Iteration 5Q: 3 clusters Score -7466058 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -7467646.000000 Penalty: 5403.006836
	Iteration 6F: 3 clusters Score -7467646 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -7470087.000000 Penalty: 5403.006836
	Iteration 7F: 3 clusters Score -7470087 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -7473360.500000 Penalty: 5403.006836
	Iteration 8F: 3 clusters Score -7473360 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -7476911.500000 Penalty: 5403.006836
	Iteration 9F: 3 clusters Score -7476912 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -7479684.000000 Penalty: 5403.006836
	Iteration 10F: 3 clusters Score -7479684 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -7481660.500000 Penalty: 5403.006836
	Iteration 11Q: 3 clusters Score -7481660 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -7482627.500000 Penalty: 5403.006836
	Iteration 12Q: 3 clusters Score -7482628 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -7483062.000000 Penalty: 5403.006836
	Iteration 13Q: 3 clusters Score -7483062 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -7483321.500000 Penalty: 5403.006836
	Iteration 14Q: 3 clusters Score -7483322 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -7483467.000000 Penalty: 5403.006836
	Iteration 15Q: 3 clusters Score -7483467 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -7483585.000000 Penalty: 5403.006836
	Iteration 16Q: 3 clusters Score -7483585 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7483670.500000 Penalty: 5403.006836
	Iteration 17Q: 3 clusters Score -7483670 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -7483733.000000 Penalty: 5403.006836
	Iteration 18Q: 3 clusters Score -7483733 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -7483803.500000 Penalty: 5403.006836
	Iteration 19Q: 3 clusters Score -7483804 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -7483828.500000 Penalty: 5403.006836
	Iteration 20F: 3 clusters Score -7483828 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -7483860.000000 Penalty: 5403.006836
	Iteration 21Q: 3 clusters Score -7483860 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -7483905.000000 Penalty: 5403.006836
	Iteration 22Q: 3 clusters Score -7483905 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -7483936.000000 Penalty: 5403.006836
	Iteration 23Q: 3 clusters Score -7483936 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -7483975.500000 Penalty: 5403.006836
	Iteration 24Q: 3 clusters Score -7483976 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -7484004.000000 Penalty: 5403.006836
	Iteration 25Q: 3 clusters Score -7484004 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7484021.500000 Penalty: 5403.006836
	Iteration 26Q: 3 clusters Score -7484022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -7484037.000000 Penalty: 5403.006836
	Iteration 27Q: 3 clusters Score -7484037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52563 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -7484040.500000 Penalty: 5403.006836
	Iteration 28Q: 3 clusters Score -7484040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7484046.000000 Penalty: 5403.006836
	Iteration 29Q: 3 clusters Score -7484046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7484061.500000 Penalty: 5403.006836
	Iteration 30Q: 3 clusters Score -7484062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -7484065.500000 Penalty: 5403.006836
	Iteration 31Q: 3 clusters Score -7484066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7484081.000000 Penalty: 5403.006836
	Iteration 32Q: 3 clusters Score -7484081 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7484090.000000 Penalty: 5403.006836
	Iteration 33Q: 3 clusters Score -7484090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7484103.000000 Penalty: 5403.006836
	Iteration 34Q: 3 clusters Score -7484103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7484100.500000 Penalty: 5403.006836
	Iteration 35Q: 3 clusters Score -7484100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7484108.500000 Penalty: 5403.006836
	Iteration 36Q: 3 clusters Score -7484108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7484121.000000 Penalty: 5403.006836
	Iteration 37Q: 3 clusters Score -7484121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52757 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -7484131.000000 Penalty: 5403.006836
	Iteration 38Q: 3 clusters Score -7484131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7484129.500000 Penalty: 5403.006836
	Iteration 39Q: 3 clusters Score -7484130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7484143.500000 Penalty: 5403.006836
	Iteration 40F: 3 clusters Score -7484144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7484145.500000 Penalty: 5403.006836
	Iteration 41Q: 3 clusters Score -7484146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7484155.000000 Penalty: 5403.006836
	Iteration 42Q: 3 clusters Score -7484155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52816 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7484158.000000 Penalty: 5403.006836
	Iteration 43Q: 3 clusters Score -7484158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -7484169.000000 Penalty: 5403.006836
	Iteration 44Q: 3 clusters Score -7484169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7484164.500000 Penalty: 5403.006836
	Iteration 45Q: 3 clusters Score -7484164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7484173.500000 Penalty: 5403.006836
	Iteration 46Q: 3 clusters Score -7484174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7484176.000000 Penalty: 5403.006836
	Iteration 47Q: 3 clusters Score -7484176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7484184.500000 Penalty: 5403.006836
	Iteration 48Q: 3 clusters Score -7484184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7484179.500000 Penalty: 5403.006836
	Iteration 49Q: 3 clusters Score -7484180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7484183.500000 Penalty: 5403.006836
	Iteration 50Q: 3 clusters Score -7484184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52836 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7484180.000000 Penalty: 5403.006836
	Iteration 51Q: 3 clusters Score -7484180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52836 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7484179.000000 Penalty: 5403.006836
	Iteration 52Q: 3 clusters Score -7484179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52836 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7484179.000000 Penalty: 5403.006836
	Iteration 53F: 3 clusters Score -7484179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (108373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108373 members 
Entering Unmasked Estep 
Score: -14968369.000000 Penalty: 2875.146973
	Iteration 0F: 2 clusters Score -1.496837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 54239 members 
Entering Unmasked Estep 
Score: -14895912.000000 Penalty: 5750.293945
	Iteration 0F: 3 clusters Score -1.489591e+07 nChanged 51317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 54594 members 
Entering Unmasked Estep 
Score: -14925753.000000 Penalty: 5750.293945
	Iteration 1F: 3 clusters Score -1.492575e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -14926666.000000 Penalty: 5750.293945
	Iteration 2Q: 3 clusters Score -1.492667e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 55354 members 
Entering Unmasked Estep 
Score: -14927649.000000 Penalty: 5750.293945
	Iteration 3Q: 3 clusters Score -1.492765e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
Score: -14928909.000000 Penalty: 5750.293945
	Iteration 4Q: 3 clusters Score -1.492891e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 57100 members 
Entering Unmasked Estep 
Score: -14930610.000000 Penalty: 5750.293945
	Iteration 5Q: 3 clusters Score -1.493061e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 58820 members 
Entering Unmasked Estep 
Score: -14933009.000000 Penalty: 5750.293945
	Iteration 6Q: 3 clusters Score -1.493301e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 61164 members 
Entering Unmasked Estep 
Score: -14936276.000000 Penalty: 5750.293945
	Iteration 7F: 3 clusters Score -1.493628e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 64020 members 
Entering Unmasked Estep 
Score: -14940689.000000 Penalty: 5750.293945
	Iteration 8F: 3 clusters Score -1.494069e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 66938 members 
Entering Unmasked Estep 
Score: -14945794.000000 Penalty: 5750.293945
	Iteration 9F: 3 clusters Score -1.494579e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 69376 members 
Entering Unmasked Estep 
Score: -14949815.000000 Penalty: 5750.293945
	Iteration 10F: 3 clusters Score -1.494982e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 71246 members 
Entering Unmasked Estep 
Score: -14951890.000000 Penalty: 5750.293945
	Iteration 11Q: 3 clusters Score -1.495189e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 72901 members 
Entering Unmasked Estep 
Score: -14953027.000000 Penalty: 5750.293945
	Iteration 12Q: 3 clusters Score -1.495303e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 74625 members 
Entering Unmasked Estep 
Score: -14953754.000000 Penalty: 5750.293945
	Iteration 13Q: 3 clusters Score -1.495375e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 76446 members 
Entering Unmasked Estep 
Score: -14954575.000000 Penalty: 5750.293945
	Iteration 14Q: 3 clusters Score -1.495458e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 78336 members 
Entering Unmasked Estep 
Score: -14955347.000000 Penalty: 5750.293945
	Iteration 15Q: 3 clusters Score -1.495535e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 80223 members 
Entering Unmasked Estep 
Score: -14956191.000000 Penalty: 5750.293945
	Iteration 16Q: 3 clusters Score -1.495619e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 82154 members 
Entering Unmasked Estep 
Score: -14957085.000000 Penalty: 5750.293945
	Iteration 17Q: 3 clusters Score -1.495708e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 84058 members 
Entering Unmasked Estep 
Score: -14957948.000000 Penalty: 5750.293945
	Iteration 18Q: 3 clusters Score -1.495795e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 85876 members 
Entering Unmasked Estep 
Score: -14958715.000000 Penalty: 5750.293945
	Iteration 19Q: 3 clusters Score -1.495872e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 87631 members 
Entering Unmasked Estep 
Score: -14959485.000000 Penalty: 5750.293945
	Iteration 20F: 3 clusters Score -1.495948e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 89317 members 
Entering Unmasked Estep 
Score: -14960090.000000 Penalty: 5750.293945
	Iteration 21Q: 3 clusters Score -1.496009e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 90852 members 
Entering Unmasked Estep 
Score: -14960671.000000 Penalty: 5750.293945
	Iteration 22Q: 3 clusters Score -1.496067e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 92284 members 
Entering Unmasked Estep 
Score: -14961273.000000 Penalty: 5750.293945
	Iteration 23Q: 3 clusters Score -1.496127e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 93646 members 
Entering Unmasked Estep 
Score: -14961792.000000 Penalty: 5750.293945
	Iteration 24Q: 3 clusters Score -1.496179e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 94903 members 
Entering Unmasked Estep 
Score: -14962202.000000 Penalty: 5750.293945
	Iteration 25Q: 3 clusters Score -1.49622e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 96127 members 
Entering Unmasked Estep 
Score: -14962643.000000 Penalty: 5750.293945
	Iteration 26Q: 3 clusters Score -1.496264e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 97287 members 
Entering Unmasked Estep 
Score: -14963185.000000 Penalty: 5750.293945
	Iteration 27Q: 3 clusters Score -1.496318e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 98365 members 
Entering Unmasked Estep 
Score: -14963611.000000 Penalty: 5750.293945
	Iteration 28Q: 3 clusters Score -1.496361e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 99381 members 
Entering Unmasked Estep 
Score: -14964041.000000 Penalty: 5750.293945
	Iteration 29Q: 3 clusters Score -1.496404e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 100343 members 
Entering Unmasked Estep 
Score: -14964470.000000 Penalty: 5750.293945
	Iteration 30Q: 3 clusters Score -1.496447e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 101204 members 
Entering Unmasked Estep 
Score: -14964735.000000 Penalty: 5750.293945
	Iteration 31Q: 3 clusters Score -1.496474e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 102023 members 
Entering Unmasked Estep 
Score: -14965037.000000 Penalty: 5750.293945
	Iteration 32Q: 3 clusters Score -1.496504e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 102740 members 
Entering Unmasked Estep 
Score: -14965290.000000 Penalty: 5750.293945
	Iteration 33Q: 3 clusters Score -1.496529e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 103358 members 
Entering Unmasked Estep 
Score: -14965560.000000 Penalty: 5750.293945
	Iteration 34Q: 3 clusters Score -1.496556e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 103871 members 
Entering Unmasked Estep 
Score: -14965763.000000 Penalty: 5750.293945
	Iteration 35Q: 3 clusters Score -1.496576e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 104317 members 
Entering Unmasked Estep 
Score: -14965930.000000 Penalty: 5750.293945
	Iteration 36Q: 3 clusters Score -1.496593e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 104678 members 
Entering Unmasked Estep 
Score: -14966063.000000 Penalty: 5750.293945
	Iteration 37Q: 3 clusters Score -1.496606e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 104963 members 
Entering Unmasked Estep 
Score: -14966137.000000 Penalty: 5750.293945
	Iteration 38Q: 3 clusters Score -1.496614e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 105175 members 
Entering Unmasked Estep 
Score: -14966192.000000 Penalty: 5750.293945
	Iteration 39Q: 3 clusters Score -1.496619e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 105359 members 
Entering Unmasked Estep 
Score: -14966238.000000 Penalty: 5750.293945
	Iteration 40F: 3 clusters Score -1.496624e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 105538 members 
Entering Unmasked Estep 
Score: -14966284.000000 Penalty: 5750.293945
	Iteration 41Q: 3 clusters Score -1.496628e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 105679 members 
Entering Unmasked Estep 
Score: -14966325.000000 Penalty: 5750.293945
	Iteration 42Q: 3 clusters Score -1.496632e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 105798 members 
Entering Unmasked Estep 
Score: -14966343.000000 Penalty: 5750.293945
	Iteration 43Q: 3 clusters Score -1.496634e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 105883 members 
Entering Unmasked Estep 
Score: -14966343.000000 Penalty: 5750.293945
	Iteration 44Q: 3 clusters Score -1.496634e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 105958 members 
Entering Unmasked Estep 
Score: -14966384.000000 Penalty: 5750.293945
	Iteration 45Q: 3 clusters Score -1.496638e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 106026 members 
Entering Unmasked Estep 
Score: -14966378.000000 Penalty: 5750.293945
	Iteration 46Q: 3 clusters Score -1.496638e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 106081 members 
Entering Unmasked Estep 
Score: -14966398.000000 Penalty: 5750.293945
	Iteration 47Q: 3 clusters Score -1.49664e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 106125 members 
Entering Unmasked Estep 
Score: -14966412.000000 Penalty: 5750.293945
	Iteration 48Q: 3 clusters Score -1.496641e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 106172 members 
Entering Unmasked Estep 
Score: -14966421.000000 Penalty: 5750.293945
	Iteration 49Q: 3 clusters Score -1.496642e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 106216 members 
Entering Unmasked Estep 
Score: -14966404.000000 Penalty: 5750.293945
	Iteration 50Q: 3 clusters Score -1.49664e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 106248 members 
Entering Unmasked Estep 
Score: -14966413.000000 Penalty: 5750.293945
	Iteration 51Q: 3 clusters Score -1.496641e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 106267 members 
Entering Unmasked Estep 
Score: -14966428.000000 Penalty: 5750.293945
	Iteration 52Q: 3 clusters Score -1.496643e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 106287 members 
Entering Unmasked Estep 
Score: -14966425.000000 Penalty: 5750.293945
	Iteration 53Q: 3 clusters Score -1.496642e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 106313 members 
Entering Unmasked Estep 
Score: -14966433.000000 Penalty: 5750.293945
	Iteration 54Q: 3 clusters Score -1.496643e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 106335 members 
Entering Unmasked Estep 
Score: -14966446.000000 Penalty: 5750.293945
	Iteration 55Q: 3 clusters Score -1.496645e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 106354 members 
Entering Unmasked Estep 
Score: -14966453.000000 Penalty: 5750.293945
	Iteration 56Q: 3 clusters Score -1.496645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 106366 members 
Entering Unmasked Estep 
Score: -14966436.000000 Penalty: 5750.293945
	Iteration 57Q: 3 clusters Score -1.496644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 106376 members 
Entering Unmasked Estep 
Score: -14966442.000000 Penalty: 5750.293945
	Iteration 58Q: 3 clusters Score -1.496644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 106386 members 
Entering Unmasked Estep 
Score: -14966428.000000 Penalty: 5750.293945
	Iteration 59Q: 3 clusters Score -1.496643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 106395 members 
Entering Unmasked Estep 
Score: -14966434.000000 Penalty: 5750.293945
	Iteration 60F: 3 clusters Score -1.496643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 106405 members 
Entering Unmasked Estep 
Score: -14966441.000000 Penalty: 5750.293945
	Iteration 61Q: 3 clusters Score -1.496644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 106414 members 
Entering Unmasked Estep 
Score: -14966413.000000 Penalty: 5750.293945
	Iteration 62Q: 3 clusters Score -1.496641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 106424 members 
Entering Unmasked Estep 
Score: -14966427.000000 Penalty: 5750.293945
	Iteration 63Q: 3 clusters Score -1.496643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 106431 members 
Entering Unmasked Estep 
Score: -14966434.000000 Penalty: 5750.293945
	Iteration 64Q: 3 clusters Score -1.496643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 106436 members 
Entering Unmasked Estep 
Score: -14966444.000000 Penalty: 5750.293945
	Iteration 65Q: 3 clusters Score -1.496644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 106440 members 
Entering Unmasked Estep 
Score: -14966448.000000 Penalty: 5750.293945
	Iteration 66Q: 3 clusters Score -1.496645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 106449 members 
Entering Unmasked Estep 
Score: -14966442.000000 Penalty: 5750.293945
	Iteration 67Q: 3 clusters Score -1.496644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 106455 members 
Entering Unmasked Estep 
Score: -14966445.000000 Penalty: 5750.293945
	Iteration 68Q: 3 clusters Score -1.496644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 106459 members 
Entering Unmasked Estep 
Score: -14966446.000000 Penalty: 5750.293945
	Iteration 69Q: 3 clusters Score -1.496645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 106464 members 
Entering Unmasked Estep 
Score: -14966440.000000 Penalty: 5750.293945
	Iteration 70Q: 3 clusters Score -1.496644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 106465 members 
Entering Unmasked Estep 
Score: -14966443.000000 Penalty: 5750.293945
	Iteration 71Q: 3 clusters Score -1.496644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 106465 members 
Entering Unmasked Estep 
Score: -14966443.000000 Penalty: 5750.293945
	Iteration 72F: 3 clusters Score -1.496644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Entering Unmasked Estep 
Score: -2760921.250000 Penalty: 2465.839355
	Iteration 0F: 2 clusters Score -2760921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2746372.750000 Penalty: 4931.678711
	Iteration 0F: 3 clusters Score -2746373 nChanged 9205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2751231.500000 Penalty: 4931.678711
	Iteration 1F: 3 clusters Score -2751232 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2751691.500000 Penalty: 4931.678711
	Iteration 2F: 3 clusters Score -2751692 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2752127.000000 Penalty: 4931.678711
	Iteration 3Q: 3 clusters Score -2752127 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2752620.750000 Penalty: 4931.678711
	Iteration 4Q: 3 clusters Score -2752621 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2753227.500000 Penalty: 4931.678711
	Iteration 5F: 3 clusters Score -2753228 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2753954.250000 Penalty: 4931.678711
	Iteration 6F: 3 clusters Score -2753954 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2754795.250000 Penalty: 4931.678711
	Iteration 7F: 3 clusters Score -2754795 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2755630.500000 Penalty: 4931.678711
	Iteration 8F: 3 clusters Score -2755630 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2756547.000000 Penalty: 4931.678711
	Iteration 9F: 3 clusters Score -2756547 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2757386.750000 Penalty: 4931.678711
	Iteration 10Q: 3 clusters Score -2757387 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2758121.750000 Penalty: 4931.678711
	Iteration 11Q: 3 clusters Score -2758122 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2758628.500000 Penalty: 4931.678711
	Iteration 12Q: 3 clusters Score -2758628 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2758947.500000 Penalty: 4931.678711
	Iteration 13Q: 3 clusters Score -2758948 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2759110.250000 Penalty: 4931.678711
	Iteration 14Q: 3 clusters Score -2759110 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2759186.000000 Penalty: 4931.678711
	Iteration 15Q: 3 clusters Score -2759186 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2759237.750000 Penalty: 4931.678711
	Iteration 16Q: 3 clusters Score -2759238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2759269.500000 Penalty: 4931.678711
	Iteration 17Q: 3 clusters Score -2759270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2759279.500000 Penalty: 4931.678711
	Iteration 18Q: 3 clusters Score -2759280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2759296.500000 Penalty: 4931.678711
	Iteration 19Q: 3 clusters Score -2759296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2759306.000000 Penalty: 4931.678711
	Iteration 20F: 3 clusters Score -2759306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2759306.000000 Penalty: 4931.678711
	Iteration 21Q: 3 clusters Score -2759306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2759309.250000 Penalty: 4931.678711
	Iteration 22Q: 3 clusters Score -2759309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2759308.250000 Penalty: 4931.678711
	Iteration 23Q: 3 clusters Score -2759308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2759313.250000 Penalty: 4931.678711
	Iteration 24Q: 3 clusters Score -2759313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2759314.750000 Penalty: 4931.678711
	Iteration 25Q: 3 clusters Score -2759315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2759314.750000 Penalty: 4931.678711
	Iteration 26Q: 3 clusters Score -2759315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2759314.750000 Penalty: 4931.678711
	Iteration 27F: 3 clusters Score -2759315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (177559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177559 members 
Entering Unmasked Estep 
Score: -24377394.000000 Penalty: 2997.590332
	Iteration 0F: 2 clusters Score -2.437739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88665 members 
Mstep: Class 2 contains 88894 members 
Entering Unmasked Estep 
Score: -24261670.000000 Penalty: 5995.180664
	Iteration 0F: 3 clusters Score -2.426167e+07 nChanged 85063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88038 members 
Mstep: Class 2 contains 89521 members 
Entering Unmasked Estep 
Score: -24311610.000000 Penalty: 5995.180664
	Iteration 1F: 3 clusters Score -2.431161e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87222 members 
Mstep: Class 2 contains 90337 members 
Entering Unmasked Estep 
Score: -24312492.000000 Penalty: 5995.180664
	Iteration 2Q: 3 clusters Score -2.431249e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85965 members 
Mstep: Class 2 contains 91594 members 
Entering Unmasked Estep 
Score: -24313786.000000 Penalty: 5995.180664
	Iteration 3Q: 3 clusters Score -2.431379e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84037 members 
Mstep: Class 2 contains 93522 members 
Entering Unmasked Estep 
Score: -24315510.000000 Penalty: 5995.180664
	Iteration 4Q: 3 clusters Score -2.431551e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80986 members 
Mstep: Class 2 contains 96573 members 
Entering Unmasked Estep 
Score: -24317954.000000 Penalty: 5995.180664
	Iteration 5Q: 3 clusters Score -2.431795e+07 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76429 members 
Mstep: Class 2 contains 101130 members 
Entering Unmasked Estep 
Score: -24321800.000000 Penalty: 5995.180664
	Iteration 6Q: 3 clusters Score -2.43218e+07 nChanged 10407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69880 members 
Mstep: Class 2 contains 107679 members 
Entering Unmasked Estep 
Score: -24328140.000000 Penalty: 5995.180664
	Iteration 7F: 3 clusters Score -2.432814e+07 nChanged 12473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Mstep: Class 2 contains 116152 members 
Entering Unmasked Estep 
Score: -24337246.000000 Penalty: 5995.180664
	Iteration 8F: 3 clusters Score -2.433725e+07 nChanged 13060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 125330 members 
Entering Unmasked Estep 
Score: -24348492.000000 Penalty: 5995.180664
	Iteration 9F: 3 clusters Score -2.434849e+07 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 133031 members 
Entering Unmasked Estep 
Score: -24358182.000000 Penalty: 5995.180664
	Iteration 10F: 3 clusters Score -2.435818e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 138328 members 
Entering Unmasked Estep 
Score: -24363754.000000 Penalty: 5995.180664
	Iteration 11Q: 3 clusters Score -2.436375e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 142091 members 
Entering Unmasked Estep 
Score: -24366680.000000 Penalty: 5995.180664
	Iteration 12Q: 3 clusters Score -2.436668e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 145127 members 
Entering Unmasked Estep 
Score: -24368216.000000 Penalty: 5995.180664
	Iteration 13Q: 3 clusters Score -2.436822e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 147958 members 
Entering Unmasked Estep 
Score: -24369460.000000 Penalty: 5995.180664
	Iteration 14Q: 3 clusters Score -2.436946e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 150628 members 
Entering Unmasked Estep 
Score: -24370416.000000 Penalty: 5995.180664
	Iteration 15Q: 3 clusters Score -2.437042e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 153232 members 
Entering Unmasked Estep 
Score: -24371336.000000 Penalty: 5995.180664
	Iteration 16Q: 3 clusters Score -2.437134e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 155726 members 
Entering Unmasked Estep 
Score: -24372096.000000 Penalty: 5995.180664
	Iteration 17Q: 3 clusters Score -2.43721e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 158151 members 
Entering Unmasked Estep 
Score: -24372680.000000 Penalty: 5995.180664
	Iteration 18Q: 3 clusters Score -2.437268e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 160431 members 
Entering Unmasked Estep 
Score: -24373294.000000 Penalty: 5995.180664
	Iteration 19Q: 3 clusters Score -2.437329e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 162610 members 
Entering Unmasked Estep 
Score: -24373898.000000 Penalty: 5995.180664
	Iteration 20F: 3 clusters Score -2.43739e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 164571 members 
Entering Unmasked Estep 
Score: -24374422.000000 Penalty: 5995.180664
	Iteration 21Q: 3 clusters Score -2.437442e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 166346 members 
Entering Unmasked Estep 
Score: -24374884.000000 Penalty: 5995.180664
	Iteration 22Q: 3 clusters Score -2.437488e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 167933 members 
Entering Unmasked Estep 
Score: -24375224.000000 Penalty: 5995.180664
	Iteration 23Q: 3 clusters Score -2.437522e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 169283 members 
Entering Unmasked Estep 
Score: -24375450.000000 Penalty: 5995.180664
	Iteration 24Q: 3 clusters Score -2.437545e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 170407 members 
Entering Unmasked Estep 
Score: -24375686.000000 Penalty: 5995.180664
	Iteration 25Q: 3 clusters Score -2.437569e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 171301 members 
Entering Unmasked Estep 
Score: -24375800.000000 Penalty: 5995.180664
	Iteration 26Q: 3 clusters Score -2.43758e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 172089 members 
Entering Unmasked Estep 
Score: -24375966.000000 Penalty: 5995.180664
	Iteration 27Q: 3 clusters Score -2.437597e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 172727 members 
Entering Unmasked Estep 
Score: -24376064.000000 Penalty: 5995.180664
	Iteration 28Q: 3 clusters Score -2.437606e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 173244 members 
Entering Unmasked Estep 
Score: -24376274.000000 Penalty: 5995.180664
	Iteration 29Q: 3 clusters Score -2.437627e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 173676 members 
Entering Unmasked Estep 
Score: -24376250.000000 Penalty: 5995.180664
	Iteration 30Q: 3 clusters Score -2.437625e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 174041 members 
Entering Unmasked Estep 
Score: -24376250.000000 Penalty: 5995.180664
	Iteration 31Q: 3 clusters Score -2.437625e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 174345 members 
Entering Unmasked Estep 
Score: -24376358.000000 Penalty: 5995.180664
	Iteration 32Q: 3 clusters Score -2.437636e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 174577 members 
Entering Unmasked Estep 
Score: -24376328.000000 Penalty: 5995.180664
	Iteration 33Q: 3 clusters Score -2.437633e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 174748 members 
Entering Unmasked Estep 
Score: -24376382.000000 Penalty: 5995.180664
	Iteration 34Q: 3 clusters Score -2.437638e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 174885 members 
Entering Unmasked Estep 
Score: -24376382.000000 Penalty: 5995.180664
	Iteration 35Q: 3 clusters Score -2.437638e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 174992 members 
Entering Unmasked Estep 
Score: -24376324.000000 Penalty: 5995.180664
	Iteration 36Q: 3 clusters Score -2.437632e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 175101 members 
Entering Unmasked Estep 
Score: -24376264.000000 Penalty: 5995.180664
	Iteration 37Q: 3 clusters Score -2.437626e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 175182 members 
Entering Unmasked Estep 
Score: -24376252.000000 Penalty: 5995.180664
	Iteration 38Q: 3 clusters Score -2.437625e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 175245 members 
Entering Unmasked Estep 
Score: -24376270.000000 Penalty: 5995.180664
	Iteration 39Q: 3 clusters Score -2.437627e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 175287 members 
Entering Unmasked Estep 
Score: -24376258.000000 Penalty: 5995.180664
	Iteration 40F: 3 clusters Score -2.437626e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 175349 members 
Entering Unmasked Estep 
Score: -24376262.000000 Penalty: 5995.180664
	Iteration 41Q: 3 clusters Score -2.437626e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 175406 members 
Entering Unmasked Estep 
Score: -24376264.000000 Penalty: 5995.180664
	Iteration 42Q: 3 clusters Score -2.437626e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 175452 members 
Entering Unmasked Estep 
Score: -24376256.000000 Penalty: 5995.180664
	Iteration 43Q: 3 clusters Score -2.437626e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 175505 members 
Entering Unmasked Estep 
Score: -24376234.000000 Penalty: 5995.180664
	Iteration 44Q: 3 clusters Score -2.437623e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 175544 members 
Entering Unmasked Estep 
Score: -24376236.000000 Penalty: 5995.180664
	Iteration 45Q: 3 clusters Score -2.437624e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 175571 members 
Entering Unmasked Estep 
Score: -24376226.000000 Penalty: 5995.180664
	Iteration 46Q: 3 clusters Score -2.437623e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 175603 members 
Entering Unmasked Estep 
Score: -24376242.000000 Penalty: 5995.180664
	Iteration 47Q: 3 clusters Score -2.437624e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 175632 members 
Entering Unmasked Estep 
Score: -24376256.000000 Penalty: 5995.180664
	Iteration 48Q: 3 clusters Score -2.437626e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 175654 members 
Entering Unmasked Estep 
Score: -24376242.000000 Penalty: 5995.180664
	Iteration 49Q: 3 clusters Score -2.437624e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 175678 members 
Entering Unmasked Estep 
Score: -24376232.000000 Penalty: 5995.180664
	Iteration 50Q: 3 clusters Score -2.437623e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 175693 members 
Entering Unmasked Estep 
Score: -24376234.000000 Penalty: 5995.180664
	Iteration 51Q: 3 clusters Score -2.437623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 175707 members 
Entering Unmasked Estep 
Score: -24376256.000000 Penalty: 5995.180664
	Iteration 52Q: 3 clusters Score -2.437626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 175717 members 
Entering Unmasked Estep 
Score: -24376232.000000 Penalty: 5995.180664
	Iteration 53Q: 3 clusters Score -2.437623e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 175727 members 
Entering Unmasked Estep 
Score: -24376218.000000 Penalty: 5995.180664
	Iteration 54Q: 3 clusters Score -2.437622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 175738 members 
Entering Unmasked Estep 
Score: -24376204.000000 Penalty: 5995.180664
	Iteration 55Q: 3 clusters Score -2.43762e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 175748 members 
Entering Unmasked Estep 
Score: -24376204.000000 Penalty: 5995.180664
	Iteration 56Q: 3 clusters Score -2.43762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 175757 members 
Entering Unmasked Estep 
Score: -24376214.000000 Penalty: 5995.180664
	Iteration 57Q: 3 clusters Score -2.437621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 175764 members 
Entering Unmasked Estep 
Score: -24376218.000000 Penalty: 5995.180664
	Iteration 58Q: 3 clusters Score -2.437622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 175770 members 
Entering Unmasked Estep 
Score: -24376206.000000 Penalty: 5995.180664
	Iteration 59Q: 3 clusters Score -2.437621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 175776 members 
Entering Unmasked Estep 
Score: -24376212.000000 Penalty: 5995.180664
	Iteration 60F: 3 clusters Score -2.437621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 175784 members 
Entering Unmasked Estep 
Score: -24376228.000000 Penalty: 5995.180664
	Iteration 61Q: 3 clusters Score -2.437623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 175793 members 
Entering Unmasked Estep 
Score: -24376228.000000 Penalty: 5995.180664
	Iteration 62Q: 3 clusters Score -2.437623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 175800 members 
Entering Unmasked Estep 
Score: -24376218.000000 Penalty: 5995.180664
	Iteration 63Q: 3 clusters Score -2.437622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 175805 members 
Entering Unmasked Estep 
Score: -24376216.000000 Penalty: 5995.180664
	Iteration 64Q: 3 clusters Score -2.437622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 175809 members 
Entering Unmasked Estep 
Score: -24376218.000000 Penalty: 5995.180664
	Iteration 65Q: 3 clusters Score -2.437622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 175814 members 
Entering Unmasked Estep 
Score: -24376200.000000 Penalty: 5995.180664
	Iteration 66Q: 3 clusters Score -2.43762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 175821 members 
Entering Unmasked Estep 
Score: -24376220.000000 Penalty: 5995.180664
	Iteration 67Q: 3 clusters Score -2.437622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 175829 members 
Entering Unmasked Estep 
Score: -24376208.000000 Penalty: 5995.180664
	Iteration 68Q: 3 clusters Score -2.437621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 175836 members 
Entering Unmasked Estep 
Score: -24376202.000000 Penalty: 5995.180664
	Iteration 69Q: 3 clusters Score -2.43762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 175846 members 
Entering Unmasked Estep 
Score: -24376192.000000 Penalty: 5995.180664
	Iteration 70Q: 3 clusters Score -2.437619e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 175863 members 
Entering Unmasked Estep 
Score: -24376198.000000 Penalty: 5995.180664
	Iteration 71Q: 3 clusters Score -2.43762e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 175877 members 
Entering Unmasked Estep 
Score: -24376170.000000 Penalty: 5995.180664
	Iteration 72Q: 3 clusters Score -2.437617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 175884 members 
Entering Unmasked Estep 
Score: -24376164.000000 Penalty: 5995.180664
	Iteration 73Q: 3 clusters Score -2.437616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 175893 members 
Entering Unmasked Estep 
Score: -24376162.000000 Penalty: 5995.180664
	Iteration 74Q: 3 clusters Score -2.437616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 175896 members 
Entering Unmasked Estep 
Score: -24376152.000000 Penalty: 5995.180664
	Iteration 75Q: 3 clusters Score -2.437615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 175899 members 
Entering Unmasked Estep 
Score: -24376152.000000 Penalty: 5995.180664
	Iteration 76Q: 3 clusters Score -2.437615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 175898 members 
Entering Unmasked Estep 
Score: -24376156.000000 Penalty: 5995.180664
	Iteration 77Q: 3 clusters Score -2.437616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 175898 members 
Entering Unmasked Estep 
Score: -24376156.000000 Penalty: 5995.180664
	Iteration 78F: 3 clusters Score -2.437616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67891 members 
Entering Unmasked Estep 
Score: -9374442.000000 Penalty: 2759.163330
	Iteration 0F: 2 clusters Score -9374442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -9328539.000000 Penalty: 5518.326660
	Iteration 0F: 3 clusters Score -9328539 nChanged 31841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -9346542.000000 Penalty: 5518.326660
	Iteration 1F: 3 clusters Score -9346542 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -9347115.000000 Penalty: 5518.326660
	Iteration 2Q: 3 clusters Score -9347115 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -9347842.000000 Penalty: 5518.326660
	Iteration 3Q: 3 clusters Score -9347842 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -9348808.000000 Penalty: 5518.326660
	Iteration 4Q: 3 clusters Score -9348808 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -9350049.000000 Penalty: 5518.326660
	Iteration 5Q: 3 clusters Score -9350049 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -9351541.000000 Penalty: 5518.326660
	Iteration 6Q: 3 clusters Score -9351541 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -9353597.000000 Penalty: 5518.326660
	Iteration 7F: 3 clusters Score -9353597 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -9355970.000000 Penalty: 5518.326660
	Iteration 8F: 3 clusters Score -9355970 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -9358792.000000 Penalty: 5518.326660
	Iteration 9F: 3 clusters Score -9358792 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -9361485.000000 Penalty: 5518.326660
	Iteration 10F: 3 clusters Score -9361485 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -9363339.000000 Penalty: 5518.326660
	Iteration 11Q: 3 clusters Score -9363339 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -9364241.000000 Penalty: 5518.326660
	Iteration 12Q: 3 clusters Score -9364241 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -9364677.000000 Penalty: 5518.326660
	Iteration 13Q: 3 clusters Score -9364677 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -9364912.000000 Penalty: 5518.326660
	Iteration 14Q: 3 clusters Score -9364912 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -9365173.000000 Penalty: 5518.326660
	Iteration 15Q: 3 clusters Score -9365173 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -9365350.000000 Penalty: 5518.326660
	Iteration 16Q: 3 clusters Score -9365350 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -9365561.000000 Penalty: 5518.326660
	Iteration 17Q: 3 clusters Score -9365561 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -9365787.000000 Penalty: 5518.326660
	Iteration 18Q: 3 clusters Score -9365787 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -9365941.000000 Penalty: 5518.326660
	Iteration 19Q: 3 clusters Score -9365941 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -9366104.000000 Penalty: 5518.326660
	Iteration 20F: 3 clusters Score -9366104 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -9366301.000000 Penalty: 5518.326660
	Iteration 21Q: 3 clusters Score -9366301 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -9366486.000000 Penalty: 5518.326660
	Iteration 22Q: 3 clusters Score -9366486 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -9366700.000000 Penalty: 5518.326660
	Iteration 23Q: 3 clusters Score -9366700 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -9366915.000000 Penalty: 5518.326660
	Iteration 24Q: 3 clusters Score -9366915 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -9367079.000000 Penalty: 5518.326660
	Iteration 25Q: 3 clusters Score -9367079 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -9367272.000000 Penalty: 5518.326660
	Iteration 26Q: 3 clusters Score -9367272 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -9367455.000000 Penalty: 5518.326660
	Iteration 27Q: 3 clusters Score -9367455 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -9367661.000000 Penalty: 5518.326660
	Iteration 28Q: 3 clusters Score -9367661 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -9367855.000000 Penalty: 5518.326660
	Iteration 29Q: 3 clusters Score -9367855 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51121 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -9368035.000000 Penalty: 5518.326660
	Iteration 30Q: 3 clusters Score -9368035 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -9368237.000000 Penalty: 5518.326660
	Iteration 31Q: 3 clusters Score -9368237 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -9368405.000000 Penalty: 5518.326660
	Iteration 32Q: 3 clusters Score -9368405 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53313 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -9368621.000000 Penalty: 5518.326660
	Iteration 33Q: 3 clusters Score -9368621 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -9368809.000000 Penalty: 5518.326660
	Iteration 34Q: 3 clusters Score -9368809 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54692 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -9369012.000000 Penalty: 5518.326660
	Iteration 35Q: 3 clusters Score -9369012 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55314 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -9369165.000000 Penalty: 5518.326660
	Iteration 36Q: 3 clusters Score -9369165 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55896 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -9369312.000000 Penalty: 5518.326660
	Iteration 37Q: 3 clusters Score -9369312 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -9369446.000000 Penalty: 5518.326660
	Iteration 38Q: 3 clusters Score -9369446 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57018 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -9369605.000000 Penalty: 5518.326660
	Iteration 39Q: 3 clusters Score -9369605 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57571 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -9369811.000000 Penalty: 5518.326660
	Iteration 40F: 3 clusters Score -9369811 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -9369901.000000 Penalty: 5518.326660
	Iteration 41Q: 3 clusters Score -9369901 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58557 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -9370007.000000 Penalty: 5518.326660
	Iteration 42Q: 3 clusters Score -9370007 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59000 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -9370102.000000 Penalty: 5518.326660
	Iteration 43Q: 3 clusters Score -9370102 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -9370230.000000 Penalty: 5518.326660
	Iteration 44Q: 3 clusters Score -9370230 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59879 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -9370333.000000 Penalty: 5518.326660
	Iteration 45Q: 3 clusters Score -9370333 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60295 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -9370473.000000 Penalty: 5518.326660
	Iteration 46Q: 3 clusters Score -9370473 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60702 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -9370590.000000 Penalty: 5518.326660
	Iteration 47Q: 3 clusters Score -9370590 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61124 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -9370685.000000 Penalty: 5518.326660
	Iteration 48Q: 3 clusters Score -9370685 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61518 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -9370797.000000 Penalty: 5518.326660
	Iteration 49Q: 3 clusters Score -9370797 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61874 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -9370931.000000 Penalty: 5518.326660
	Iteration 50Q: 3 clusters Score -9370931 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -9371002.000000 Penalty: 5518.326660
	Iteration 51Q: 3 clusters Score -9371002 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62479 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -9371082.000000 Penalty: 5518.326660
	Iteration 52Q: 3 clusters Score -9371082 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -9371148.000000 Penalty: 5518.326660
	Iteration 53Q: 3 clusters Score -9371148 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62981 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -9371204.000000 Penalty: 5518.326660
	Iteration 54Q: 3 clusters Score -9371204 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63215 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -9371265.000000 Penalty: 5518.326660
	Iteration 55Q: 3 clusters Score -9371265 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63428 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -9371326.000000 Penalty: 5518.326660
	Iteration 56Q: 3 clusters Score -9371326 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -9371423.000000 Penalty: 5518.326660
	Iteration 57Q: 3 clusters Score -9371423 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63837 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -9371435.000000 Penalty: 5518.326660
	Iteration 58Q: 3 clusters Score -9371435 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64010 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -9371482.000000 Penalty: 5518.326660
	Iteration 59Q: 3 clusters Score -9371482 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64177 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -9371514.000000 Penalty: 5518.326660
	Iteration 60F: 3 clusters Score -9371514 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64349 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -9371617.000000 Penalty: 5518.326660
	Iteration 61Q: 3 clusters Score -9371617 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -9371633.000000 Penalty: 5518.326660
	Iteration 62Q: 3 clusters Score -9371633 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64639 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -9371672.000000 Penalty: 5518.326660
	Iteration 63Q: 3 clusters Score -9371672 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64774 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -9371731.000000 Penalty: 5518.326660
	Iteration 64Q: 3 clusters Score -9371731 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64886 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -9371736.000000 Penalty: 5518.326660
	Iteration 65Q: 3 clusters Score -9371736 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64983 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -9371754.000000 Penalty: 5518.326660
	Iteration 66Q: 3 clusters Score -9371754 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65079 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -9371753.000000 Penalty: 5518.326660
	Iteration 67Q: 3 clusters Score -9371753 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65170 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -9371785.000000 Penalty: 5518.326660
	Iteration 68Q: 3 clusters Score -9371785 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65240 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -9371789.000000 Penalty: 5518.326660
	Iteration 69Q: 3 clusters Score -9371789 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65290 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -9371785.000000 Penalty: 5518.326660
	Iteration 70Q: 3 clusters Score -9371785 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65341 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -9371822.000000 Penalty: 5518.326660
	Iteration 71Q: 3 clusters Score -9371822 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65388 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -9371843.000000 Penalty: 5518.326660
	Iteration 72Q: 3 clusters Score -9371843 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65435 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -9371873.000000 Penalty: 5518.326660
	Iteration 73Q: 3 clusters Score -9371873 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65477 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -9371873.000000 Penalty: 5518.326660
	Iteration 74Q: 3 clusters Score -9371873 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65516 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -9371890.000000 Penalty: 5518.326660
	Iteration 75Q: 3 clusters Score -9371890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65551 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -9371905.000000 Penalty: 5518.326660
	Iteration 76Q: 3 clusters Score -9371905 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65584 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -9371903.000000 Penalty: 5518.326660
	Iteration 77Q: 3 clusters Score -9371903 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65612 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -9371911.000000 Penalty: 5518.326660
	Iteration 78Q: 3 clusters Score -9371911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65632 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -9371913.000000 Penalty: 5518.326660
	Iteration 79Q: 3 clusters Score -9371913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -9371914.000000 Penalty: 5518.326660
	Iteration 80F: 3 clusters Score -9371914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65660 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -9371906.000000 Penalty: 5518.326660
	Iteration 81Q: 3 clusters Score -9371906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -9371917.000000 Penalty: 5518.326660
	Iteration 82Q: 3 clusters Score -9371917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65697 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -9371902.000000 Penalty: 5518.326660
	Iteration 83Q: 3 clusters Score -9371902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65720 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -9371894.000000 Penalty: 5518.326660
	Iteration 84Q: 3 clusters Score -9371894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65736 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -9371892.000000 Penalty: 5518.326660
	Iteration 85Q: 3 clusters Score -9371892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65746 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -9371898.000000 Penalty: 5518.326660
	Iteration 86Q: 3 clusters Score -9371898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -9371898.000000 Penalty: 5518.326660
	Iteration 87Q: 3 clusters Score -9371898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -9371903.000000 Penalty: 5518.326660
	Iteration 88Q: 3 clusters Score -9371903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65760 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -9371915.000000 Penalty: 5518.326660
	Iteration 89Q: 3 clusters Score -9371915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65766 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -9371915.000000 Penalty: 5518.326660
	Iteration 90Q: 3 clusters Score -9371915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65773 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -9371914.000000 Penalty: 5518.326660
	Iteration 91Q: 3 clusters Score -9371914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65783 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -9371921.000000 Penalty: 5518.326660
	Iteration 92Q: 3 clusters Score -9371921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65790 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -9371918.000000 Penalty: 5518.326660
	Iteration 93Q: 3 clusters Score -9371918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -9371931.000000 Penalty: 5518.326660
	Iteration 94Q: 3 clusters Score -9371931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65803 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -9371936.000000 Penalty: 5518.326660
	Iteration 95Q: 3 clusters Score -9371936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65811 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -9371946.000000 Penalty: 5518.326660
	Iteration 96Q: 3 clusters Score -9371946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -9371943.000000 Penalty: 5518.326660
	Iteration 97Q: 3 clusters Score -9371943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -9371936.000000 Penalty: 5518.326660
	Iteration 98Q: 3 clusters Score -9371936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65843 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -9371937.000000 Penalty: 5518.326660
	Iteration 99Q: 3 clusters Score -9371937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65851 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -9371934.000000 Penalty: 5518.326660
	Iteration 100F: 3 clusters Score -9371934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65864 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -9371929.000000 Penalty: 5518.326660
	Iteration 101Q: 3 clusters Score -9371929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65869 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -9371939.000000 Penalty: 5518.326660
	Iteration 102Q: 3 clusters Score -9371939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65879 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -9371953.000000 Penalty: 5518.326660
	Iteration 103Q: 3 clusters Score -9371953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65889 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -9371955.000000 Penalty: 5518.326660
	Iteration 104Q: 3 clusters Score -9371955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65900 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -9371958.000000 Penalty: 5518.326660
	Iteration 105Q: 3 clusters Score -9371958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65911 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -9371971.000000 Penalty: 5518.326660
	Iteration 106Q: 3 clusters Score -9371971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -9371971.000000 Penalty: 5518.326660
	Iteration 107Q: 3 clusters Score -9371971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65941 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -9371980.000000 Penalty: 5518.326660
	Iteration 108Q: 3 clusters Score -9371980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65956 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -9371992.000000 Penalty: 5518.326660
	Iteration 109Q: 3 clusters Score -9371992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65973 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -9371997.000000 Penalty: 5518.326660
	Iteration 110Q: 3 clusters Score -9371997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65983 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -9372001.000000 Penalty: 5518.326660
	Iteration 111Q: 3 clusters Score -9372001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -9372001.000000 Penalty: 5518.326660
	Iteration 112Q: 3 clusters Score -9372001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66001 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -9372009.000000 Penalty: 5518.326660
	Iteration 113Q: 3 clusters Score -9372009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66005 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -9372000.000000 Penalty: 5518.326660
	Iteration 114Q: 3 clusters Score -9372000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66010 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -9372002.000000 Penalty: 5518.326660
	Iteration 115Q: 3 clusters Score -9372002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66013 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -9372015.000000 Penalty: 5518.326660
	Iteration 116Q: 3 clusters Score -9372015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66014 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -9372012.000000 Penalty: 5518.326660
	Iteration 117Q: 3 clusters Score -9372012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66017 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -9372014.000000 Penalty: 5518.326660
	Iteration 118Q: 3 clusters Score -9372014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66019 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -9372007.000000 Penalty: 5518.326660
	Iteration 119Q: 3 clusters Score -9372007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66022 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -9372012.000000 Penalty: 5518.326660
	Iteration 120F: 3 clusters Score -9372012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66026 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -9372018.000000 Penalty: 5518.326660
	Iteration 121Q: 3 clusters Score -9372018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66029 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -9372013.000000 Penalty: 5518.326660
	Iteration 122Q: 3 clusters Score -9372013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -9372017.000000 Penalty: 5518.326660
	Iteration 123Q: 3 clusters Score -9372017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66039 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -9372016.000000 Penalty: 5518.326660
	Iteration 124Q: 3 clusters Score -9372016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66044 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -9372021.000000 Penalty: 5518.326660
	Iteration 125Q: 3 clusters Score -9372021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -9372021.000000 Penalty: 5518.326660
	Iteration 126Q: 3 clusters Score -9372021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -9372023.000000 Penalty: 5518.326660
	Iteration 127Q: 3 clusters Score -9372023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66049 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -9372018.000000 Penalty: 5518.326660
	Iteration 128Q: 3 clusters Score -9372018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66049 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -9372018.000000 Penalty: 5518.326660
	Iteration 129F: 3 clusters Score -9372018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Entering Unmasked Estep 
Score: -1876575.125000 Penalty: 2358.388184
	Iteration 0F: 2 clusters Score -1876575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1866621.375000 Penalty: 4716.776367
	Iteration 0F: 3 clusters Score -1866621 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1869730.250000 Penalty: 4716.776367
	Iteration 1F: 3 clusters Score -1869730 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1870122.500000 Penalty: 4716.776367
	Iteration 2F: 3 clusters Score -1870122 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1870488.500000 Penalty: 4716.776367
	Iteration 3F: 3 clusters Score -1870488 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1870896.375000 Penalty: 4716.776367
	Iteration 4F: 3 clusters Score -1870896 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1871409.375000 Penalty: 4716.776367
	Iteration 5F: 3 clusters Score -1871409 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1872082.750000 Penalty: 4716.776367
	Iteration 6F: 3 clusters Score -1872083 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1872766.875000 Penalty: 4716.776367
	Iteration 7F: 3 clusters Score -1872767 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1873403.125000 Penalty: 4716.776367
	Iteration 8F: 3 clusters Score -1873403 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1873850.875000 Penalty: 4716.776367
	Iteration 9Q: 3 clusters Score -1873851 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1874140.250000 Penalty: 4716.776367
	Iteration 10Q: 3 clusters Score -1874140 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1874290.375000 Penalty: 4716.776367
	Iteration 11Q: 3 clusters Score -1874290 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1874397.125000 Penalty: 4716.776367
	Iteration 12Q: 3 clusters Score -1874397 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1874469.125000 Penalty: 4716.776367
	Iteration 13Q: 3 clusters Score -1874469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1874500.500000 Penalty: 4716.776367
	Iteration 14Q: 3 clusters Score -1874500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1874517.625000 Penalty: 4716.776367
	Iteration 15Q: 3 clusters Score -1874518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1874525.500000 Penalty: 4716.776367
	Iteration 16Q: 3 clusters Score -1874526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1874535.625000 Penalty: 4716.776367
	Iteration 17Q: 3 clusters Score -1874536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1874547.625000 Penalty: 4716.776367
	Iteration 18Q: 3 clusters Score -1874548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1874555.250000 Penalty: 4716.776367
	Iteration 19Q: 3 clusters Score -1874555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1874564.000000 Penalty: 4716.776367
	Iteration 20F: 3 clusters Score -1874564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1874577.500000 Penalty: 4716.776367
	Iteration 21Q: 3 clusters Score -1874578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1874584.750000 Penalty: 4716.776367
	Iteration 22Q: 3 clusters Score -1874585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1874591.375000 Penalty: 4716.776367
	Iteration 23Q: 3 clusters Score -1874591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1874599.375000 Penalty: 4716.776367
	Iteration 24Q: 3 clusters Score -1874599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1874599.875000 Penalty: 4716.776367
	Iteration 25Q: 3 clusters Score -1874600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1874601.625000 Penalty: 4716.776367
	Iteration 26Q: 3 clusters Score -1874602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1874602.250000 Penalty: 4716.776367
	Iteration 27Q: 3 clusters Score -1874602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1874604.000000 Penalty: 4716.776367
	Iteration 28Q: 3 clusters Score -1874604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1874606.125000 Penalty: 4716.776367
	Iteration 29Q: 3 clusters Score -1874606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1874606.125000 Penalty: 4716.776367
	Iteration 30F: 3 clusters Score -1874606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -63550.210938 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -63550.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62064.660156 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -62064.66 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -62352.957031 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -62352.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -62545.761719 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -62545.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -62776.679688 Penalty: 3124.278809
	Iteration 3F: 3 clusters Score -62776.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -62915.226562 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -62915.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -63065.503906 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -63065.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63319.816406 Penalty: 3124.278809
	Iteration 6F: 3 clusters Score -63319.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -63522.453125 Penalty: 3124.278809
	Iteration 7F: 3 clusters Score -63522.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63714.570312 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -63714.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63775.292969 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -63775.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63828.304688 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -63828.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63882.742188 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -63882.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64071.750000 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -64071.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64182.726562 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -64182.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64184.410156 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -64184.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64184.410156 Penalty: 3124.278809
	Iteration 15F: 3 clusters Score -64184.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210844 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155598 members 
Mstep: Class 5 contains 14794 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 53807 members 
Mstep: Class 9 contains 108373 members 
Mstep: Class 10 contains 20804 members 
Mstep: Class 11 contains 177559 members 
Mstep: Class 14 contains 67891 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 31661 members 
Entering Unmasked Estep 
Score: -116079392.000000 Penalty: 50824.945312
Splitting cluster 20 changes total score from -116080616.000000 to -116079392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (31661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Entering Unmasked Estep 
Score: -4302085.500000 Penalty: 2569.984375
	Iteration 0F: 2 clusters Score -4302086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -4280357.000000 Penalty: 5139.968750
	Iteration 0F: 3 clusters Score -4280357 nChanged 14340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -4287945.500000 Penalty: 5139.968750
	Iteration 1F: 3 clusters Score -4287946 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -4288342.500000 Penalty: 5139.968750
	Iteration 2Q: 3 clusters Score -4288342 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -4288648.500000 Penalty: 5139.968750
	Iteration 3Q: 3 clusters Score -4288648 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -4288901.500000 Penalty: 5139.968750
	Iteration 4Q: 3 clusters Score -4288902 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -4289111.500000 Penalty: 5139.968750
	Iteration 5Q: 3 clusters Score -4289112 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -4289335.000000 Penalty: 5139.968750
	Iteration 6Q: 3 clusters Score -4289335 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -4289533.500000 Penalty: 5139.968750
	Iteration 7Q: 3 clusters Score -4289534 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -4289800.000000 Penalty: 5139.968750
	Iteration 8Q: 3 clusters Score -4289800 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -4290168.500000 Penalty: 5139.968750
	Iteration 9Q: 3 clusters Score -4290168 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -4290700.500000 Penalty: 5139.968750
	Iteration 10Q: 3 clusters Score -4290700 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -4291470.500000 Penalty: 5139.968750
	Iteration 11Q: 3 clusters Score -4291470 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -4292746.500000 Penalty: 5139.968750
	Iteration 12F: 3 clusters Score -4292746 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -4294616.500000 Penalty: 5139.968750
	Iteration 13F: 3 clusters Score -4294616 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -4296688.000000 Penalty: 5139.968750
	Iteration 14F: 3 clusters Score -4296688 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -4298243.000000 Penalty: 5139.968750
	Iteration 15F: 3 clusters Score -4298243 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -4299085.000000 Penalty: 5139.968750
	Iteration 16Q: 3 clusters Score -4299085 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -4299431.000000 Penalty: 5139.968750
	Iteration 17Q: 3 clusters Score -4299431 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -4299604.000000 Penalty: 5139.968750
	Iteration 18Q: 3 clusters Score -4299604 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -4299692.500000 Penalty: 5139.968750
	Iteration 19Q: 3 clusters Score -4299692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -4299746.000000 Penalty: 5139.968750
	Iteration 20F: 3 clusters Score -4299746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -4299769.500000 Penalty: 5139.968750
	Iteration 21Q: 3 clusters Score -4299770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -4299782.000000 Penalty: 5139.968750
	Iteration 22Q: 3 clusters Score -4299782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -4299802.000000 Penalty: 5139.968750
	Iteration 23Q: 3 clusters Score -4299802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -4299813.500000 Penalty: 5139.968750
	Iteration 24Q: 3 clusters Score -4299814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -4299822.500000 Penalty: 5139.968750
	Iteration 25Q: 3 clusters Score -4299822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -4299834.000000 Penalty: 5139.968750
	Iteration 26Q: 3 clusters Score -4299834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -4299836.500000 Penalty: 5139.968750
	Iteration 27Q: 3 clusters Score -4299836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -4299834.500000 Penalty: 5139.968750
	Iteration 28Q: 3 clusters Score -4299834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -4299834.500000 Penalty: 5139.968750
	Iteration 29F: 3 clusters Score -4299834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210844 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155598 members 
Mstep: Class 5 contains 14794 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 8 contains 53807 members 
Mstep: Class 9 contains 108373 members 
Mstep: Class 10 contains 20804 members 
Mstep: Class 11 contains 177559 members 
Mstep: Class 14 contains 67891 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 31661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080616.000000 Penalty: 47436.613281
Iteration 439F: 15 clusters Score -1.160806e+08 nChanged 0
Entering ConstructFrom: 
Score: -116080616.000000 Penalty: 47436.613281
Entering ConstructFrom: 
Trying to split cluster 1 (210844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210844 members 
Entering Unmasked Estep 
Score: -28859298.000000 Penalty: 3040.200684
	Iteration 0F: 2 clusters Score -2.88593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105140 members 
Mstep: Class 2 contains 105704 members 
Entering Unmasked Estep 
Score: -28730742.000000 Penalty: 6080.401367
	Iteration 0F: 3 clusters Score -2.873074e+07 nChanged 101488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101146 members 
Mstep: Class 2 contains 109698 members 
Entering Unmasked Estep 
Score: -28790392.000000 Penalty: 6080.401367
	Iteration 1F: 3 clusters Score -2.879039e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98660 members 
Mstep: Class 2 contains 112184 members 
Entering Unmasked Estep 
Score: -28791492.000000 Penalty: 6080.401367
	Iteration 2Q: 3 clusters Score -2.879149e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94770 members 
Mstep: Class 2 contains 116074 members 
Entering Unmasked Estep 
Score: -28793212.000000 Penalty: 6080.401367
	Iteration 3Q: 3 clusters Score -2.879321e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88762 members 
Mstep: Class 2 contains 122082 members 
Entering Unmasked Estep 
Score: -28795550.000000 Penalty: 6080.401367
	Iteration 4Q: 3 clusters Score -2.879555e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79708 members 
Mstep: Class 2 contains 131136 members 
Entering Unmasked Estep 
Score: -28800088.000000 Penalty: 6080.401367
	Iteration 5Q: 3 clusters Score -2.880009e+07 nChanged 13448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66574 members 
Mstep: Class 2 contains 144270 members 
Entering Unmasked Estep 
Score: -28808666.000000 Penalty: 6080.401367
	Iteration 6F: 3 clusters Score -2.880867e+07 nChanged 17090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 161254 members 
Entering Unmasked Estep 
Score: -28821180.000000 Penalty: 6080.401367
	Iteration 7F: 3 clusters Score -2.882118e+07 nChanged 17489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 178623 members 
Entering Unmasked Estep 
Score: -28834214.000000 Penalty: 6080.401367
	Iteration 8F: 3 clusters Score -2.883421e+07 nChanged 13069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 191584 members 
Entering Unmasked Estep 
Score: -28843916.000000 Penalty: 6080.401367
	Iteration 9F: 3 clusters Score -2.884392e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 199006 members 
Entering Unmasked Estep 
Score: -28849214.000000 Penalty: 6080.401367
	Iteration 10Q: 3 clusters Score -2.884921e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 202828 members 
Entering Unmasked Estep 
Score: -28852126.000000 Penalty: 6080.401367
	Iteration 11Q: 3 clusters Score -2.885213e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 204912 members 
Entering Unmasked Estep 
Score: -28853638.000000 Penalty: 6080.401367
	Iteration 12Q: 3 clusters Score -2.885364e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 206158 members 
Entering Unmasked Estep 
Score: -28854574.000000 Penalty: 6080.401367
	Iteration 13Q: 3 clusters Score -2.885457e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 206931 members 
Entering Unmasked Estep 
Score: -28855054.000000 Penalty: 6080.401367
	Iteration 14Q: 3 clusters Score -2.885505e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 207465 members 
Entering Unmasked Estep 
Score: -28855518.000000 Penalty: 6080.401367
	Iteration 15Q: 3 clusters Score -2.885552e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 207837 members 
Entering Unmasked Estep 
Score: -28855690.000000 Penalty: 6080.401367
	Iteration 16Q: 3 clusters Score -2.885569e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 208128 members 
Entering Unmasked Estep 
Score: -28855890.000000 Penalty: 6080.401367
	Iteration 17Q: 3 clusters Score -2.885589e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 208332 members 
Entering Unmasked Estep 
Score: -28856008.000000 Penalty: 6080.401367
	Iteration 18Q: 3 clusters Score -2.885601e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 208489 members 
Entering Unmasked Estep 
Score: -28856068.000000 Penalty: 6080.401367
	Iteration 19Q: 3 clusters Score -2.885607e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 208614 members 
Entering Unmasked Estep 
Score: -28856156.000000 Penalty: 6080.401367
	Iteration 20F: 3 clusters Score -2.885616e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 208725 members 
Entering Unmasked Estep 
Score: -28856226.000000 Penalty: 6080.401367
	Iteration 21Q: 3 clusters Score -2.885623e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 208825 members 
Entering Unmasked Estep 
Score: -28856296.000000 Penalty: 6080.401367
	Iteration 22Q: 3 clusters Score -2.88563e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 208892 members 
Entering Unmasked Estep 
Score: -28856352.000000 Penalty: 6080.401367
	Iteration 23Q: 3 clusters Score -2.885635e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 208941 members 
Entering Unmasked Estep 
Score: -28856420.000000 Penalty: 6080.401367
	Iteration 24Q: 3 clusters Score -2.885642e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 208985 members 
Entering Unmasked Estep 
Score: -28856456.000000 Penalty: 6080.401367
	Iteration 25Q: 3 clusters Score -2.885646e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 209008 members 
Entering Unmasked Estep 
Score: -28856470.000000 Penalty: 6080.401367
	Iteration 26Q: 3 clusters Score -2.885647e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 209035 members 
Entering Unmasked Estep 
Score: -28856482.000000 Penalty: 6080.401367
	Iteration 27Q: 3 clusters Score -2.885648e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 209053 members 
Entering Unmasked Estep 
Score: -28856472.000000 Penalty: 6080.401367
	Iteration 28Q: 3 clusters Score -2.885647e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 209075 members 
Entering Unmasked Estep 
Score: -28856504.000000 Penalty: 6080.401367
	Iteration 29Q: 3 clusters Score -2.88565e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 209091 members 
Entering Unmasked Estep 
Score: -28856500.000000 Penalty: 6080.401367
	Iteration 30Q: 3 clusters Score -2.88565e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 209111 members 
Entering Unmasked Estep 
Score: -28856510.000000 Penalty: 6080.401367
	Iteration 31Q: 3 clusters Score -2.885651e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 209124 members 
Entering Unmasked Estep 
Score: -28856520.000000 Penalty: 6080.401367
	Iteration 32Q: 3 clusters Score -2.885652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 209135 members 
Entering Unmasked Estep 
Score: -28856518.000000 Penalty: 6080.401367
	Iteration 33Q: 3 clusters Score -2.885652e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 209152 members 
Entering Unmasked Estep 
Score: -28856544.000000 Penalty: 6080.401367
	Iteration 34Q: 3 clusters Score -2.885654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 209166 members 
Entering Unmasked Estep 
Score: -28856532.000000 Penalty: 6080.401367
	Iteration 35Q: 3 clusters Score -2.885653e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 209173 members 
Entering Unmasked Estep 
Score: -28856540.000000 Penalty: 6080.401367
	Iteration 36Q: 3 clusters Score -2.885654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 209182 members 
Entering Unmasked Estep 
Score: -28856532.000000 Penalty: 6080.401367
	Iteration 37Q: 3 clusters Score -2.885653e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 209184 members 
Entering Unmasked Estep 
Score: -28856536.000000 Penalty: 6080.401367
	Iteration 38Q: 3 clusters Score -2.885654e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 209199 members 
Entering Unmasked Estep 
Score: -28856542.000000 Penalty: 6080.401367
	Iteration 39Q: 3 clusters Score -2.885654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 209211 members 
Entering Unmasked Estep 
Score: -28856572.000000 Penalty: 6080.401367
	Iteration 40F: 3 clusters Score -2.885657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 209218 members 
Entering Unmasked Estep 
Score: -28856586.000000 Penalty: 6080.401367
	Iteration 41Q: 3 clusters Score -2.885659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 209223 members 
Entering Unmasked Estep 
Score: -28856572.000000 Penalty: 6080.401367
	Iteration 42Q: 3 clusters Score -2.885657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 209224 members 
Entering Unmasked Estep 
Score: -28856572.000000 Penalty: 6080.401367
	Iteration 43Q: 3 clusters Score -2.885657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 209229 members 
Entering Unmasked Estep 
Score: -28856570.000000 Penalty: 6080.401367
	Iteration 44Q: 3 clusters Score -2.885657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 209230 members 
Entering Unmasked Estep 
Score: -28856566.000000 Penalty: 6080.401367
	Iteration 45Q: 3 clusters Score -2.885657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 209230 members 
Entering Unmasked Estep 
Score: -28856566.000000 Penalty: 6080.401367
	Iteration 46F: 3 clusters Score -2.885657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Entering Unmasked Estep 
Score: -154737.062500 Penalty: 1757.511108
	Iteration 0F: 2 clusters Score -154737.1 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 605 members 
Entering Unmasked Estep 
Score: -152688.796875 Penalty: 3515.022217
	Iteration 0F: 3 clusters Score -152688.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -153060.296875 Penalty: 3515.022217
	Iteration 1F: 3 clusters Score -153060.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -153161.484375 Penalty: 3515.022217
	Iteration 2F: 3 clusters Score -153161.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -153210.250000 Penalty: 3515.022217
	Iteration 3Q: 3 clusters Score -153210.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -153244.906250 Penalty: 3515.022217
	Iteration 4Q: 3 clusters Score -153244.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -153273.609375 Penalty: 3515.022217
	Iteration 5Q: 3 clusters Score -153273.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -153292.234375 Penalty: 3515.022217
	Iteration 6Q: 3 clusters Score -153292.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -153302.921875 Penalty: 3515.022217
	Iteration 7Q: 3 clusters Score -153302.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -153307.781250 Penalty: 3515.022217
	Iteration 8Q: 3 clusters Score -153307.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -153313.609375 Penalty: 3515.022217
	Iteration 9Q: 3 clusters Score -153313.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -153319.500000 Penalty: 3515.022217
	Iteration 10Q: 3 clusters Score -153319.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -153326.375000 Penalty: 3515.022217
	Iteration 11Q: 3 clusters Score -153326.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -153333.593750 Penalty: 3515.022217
	Iteration 12Q: 3 clusters Score -153333.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -153340.078125 Penalty: 3515.022217
	Iteration 13Q: 3 clusters Score -153340.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -153348.046875 Penalty: 3515.022217
	Iteration 14Q: 3 clusters Score -153348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -153353.859375 Penalty: 3515.022217
	Iteration 15Q: 3 clusters Score -153353.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -153361.015625 Penalty: 3515.022217
	Iteration 16Q: 3 clusters Score -153361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -153362.500000 Penalty: 3515.022217
	Iteration 17Q: 3 clusters Score -153362.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -153363.609375 Penalty: 3515.022217
	Iteration 18Q: 3 clusters Score -153363.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -153363.609375 Penalty: 3515.022217
	Iteration 19F: 3 clusters Score -153363.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -160187.984375 Penalty: 1770.438965
	Iteration 0F: 2 clusters Score -160188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -158044.703125 Penalty: 3540.877930
	Iteration 0F: 3 clusters Score -158044.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -158403.484375 Penalty: 3540.877930
	Iteration 1F: 3 clusters Score -158403.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -158586.250000 Penalty: 3540.877930
	Iteration 2F: 3 clusters Score -158586.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -158754.984375 Penalty: 3540.877930
	Iteration 3F: 3 clusters Score -158755 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -158918.578125 Penalty: 3540.877930
	Iteration 4F: 3 clusters Score -158918.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -159123.984375 Penalty: 3540.877930
	Iteration 5F: 3 clusters Score -159124 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -159309.000000 Penalty: 3540.877930
	Iteration 6F: 3 clusters Score -159309 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -159401.078125 Penalty: 3540.877930
	Iteration 7Q: 3 clusters Score -159401.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -159454.328125 Penalty: 3540.877930
	Iteration 8Q: 3 clusters Score -159454.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -159487.828125 Penalty: 3540.877930
	Iteration 9Q: 3 clusters Score -159487.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -159501.265625 Penalty: 3540.877930
	Iteration 10Q: 3 clusters Score -159501.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -159506.015625 Penalty: 3540.877930
	Iteration 11Q: 3 clusters Score -159506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -159512.703125 Penalty: 3540.877930
	Iteration 12Q: 3 clusters Score -159512.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -159522.437500 Penalty: 3540.877930
	Iteration 13Q: 3 clusters Score -159522.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -159530.140625 Penalty: 3540.877930
	Iteration 14Q: 3 clusters Score -159530.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -159537.453125 Penalty: 3540.877930
	Iteration 15Q: 3 clusters Score -159537.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -159540.562500 Penalty: 3540.877930
	Iteration 16Q: 3 clusters Score -159540.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -159541.093750 Penalty: 3540.877930
	Iteration 17Q: 3 clusters Score -159541.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -159541.093750 Penalty: 3540.877930
	Iteration 18F: 3 clusters Score -159541.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (155598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155598 members 
Entering Unmasked Estep 
Score: -21448214.000000 Penalty: 2964.847900
	Iteration 0F: 2 clusters Score -2.144821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77887 members 
Mstep: Class 2 contains 77711 members 
Entering Unmasked Estep 
Score: -21345152.000000 Penalty: 5929.695801
	Iteration 0F: 3 clusters Score -2.134515e+07 nChanged 74559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80184 members 
Mstep: Class 2 contains 75414 members 
Entering Unmasked Estep 
Score: -21388668.000000 Penalty: 5929.695801
	Iteration 1F: 3 clusters Score -2.138867e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81691 members 
Mstep: Class 2 contains 73907 members 
Entering Unmasked Estep 
Score: -21389912.000000 Penalty: 5929.695801
	Iteration 2Q: 3 clusters Score -2.138991e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83986 members 
Mstep: Class 2 contains 71612 members 
Entering Unmasked Estep 
Score: -21391358.000000 Penalty: 5929.695801
	Iteration 3Q: 3 clusters Score -2.139136e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87381 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -21393582.000000 Penalty: 5929.695801
	Iteration 4Q: 3 clusters Score -2.139358e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92254 members 
Mstep: Class 2 contains 63344 members 
Entering Unmasked Estep 
Score: -21396930.000000 Penalty: 5929.695801
	Iteration 5Q: 3 clusters Score -2.139693e+07 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98970 members 
Mstep: Class 2 contains 56628 members 
Entering Unmasked Estep 
Score: -21402344.000000 Penalty: 5929.695801
	Iteration 6F: 3 clusters Score -2.140234e+07 nChanged 10799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107329 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -21410644.000000 Penalty: 5929.695801
	Iteration 7F: 3 clusters Score -2.141064e+07 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115860 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -21420278.000000 Penalty: 5929.695801
	Iteration 8F: 3 clusters Score -2.142028e+07 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122679 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -21428306.000000 Penalty: 5929.695801
	Iteration 9F: 3 clusters Score -2.142831e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127200 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -21433112.000000 Penalty: 5929.695801
	Iteration 10Q: 3 clusters Score -2.143311e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130377 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -21435732.000000 Penalty: 5929.695801
	Iteration 11Q: 3 clusters Score -2.143573e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133096 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -21437326.000000 Penalty: 5929.695801
	Iteration 12Q: 3 clusters Score -2.143733e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135600 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -21438788.000000 Penalty: 5929.695801
	Iteration 13Q: 3 clusters Score -2.143879e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137912 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -21439990.000000 Penalty: 5929.695801
	Iteration 14Q: 3 clusters Score -2.143999e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139986 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -21441128.000000 Penalty: 5929.695801
	Iteration 15Q: 3 clusters Score -2.144113e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141808 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -21442146.000000 Penalty: 5929.695801
	Iteration 16Q: 3 clusters Score -2.144215e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143447 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -21442882.000000 Penalty: 5929.695801
	Iteration 17Q: 3 clusters Score -2.144288e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144871 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -21443500.000000 Penalty: 5929.695801
	Iteration 18Q: 3 clusters Score -2.14435e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146109 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -21444016.000000 Penalty: 5929.695801
	Iteration 19Q: 3 clusters Score -2.144402e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147178 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -21444524.000000 Penalty: 5929.695801
	Iteration 20F: 3 clusters Score -2.144452e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148087 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -21444952.000000 Penalty: 5929.695801
	Iteration 21Q: 3 clusters Score -2.144495e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148855 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -21445204.000000 Penalty: 5929.695801
	Iteration 22Q: 3 clusters Score -2.14452e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149549 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -21445440.000000 Penalty: 5929.695801
	Iteration 23Q: 3 clusters Score -2.144544e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150142 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -21445506.000000 Penalty: 5929.695801
	Iteration 24Q: 3 clusters Score -2.144551e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150631 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -21445664.000000 Penalty: 5929.695801
	Iteration 25Q: 3 clusters Score -2.144566e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151051 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -21445734.000000 Penalty: 5929.695801
	Iteration 26Q: 3 clusters Score -2.144573e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151431 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -21445846.000000 Penalty: 5929.695801
	Iteration 27Q: 3 clusters Score -2.144585e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151737 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -21445848.000000 Penalty: 5929.695801
	Iteration 28Q: 3 clusters Score -2.144585e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151996 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -21445920.000000 Penalty: 5929.695801
	Iteration 29Q: 3 clusters Score -2.144592e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152192 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -21445940.000000 Penalty: 5929.695801
	Iteration 30Q: 3 clusters Score -2.144594e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152364 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -21445996.000000 Penalty: 5929.695801
	Iteration 31Q: 3 clusters Score -2.1446e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152505 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -21446034.000000 Penalty: 5929.695801
	Iteration 32Q: 3 clusters Score -2.144603e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152614 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -21446056.000000 Penalty: 5929.695801
	Iteration 33Q: 3 clusters Score -2.144606e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152726 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -21446058.000000 Penalty: 5929.695801
	Iteration 34Q: 3 clusters Score -2.144606e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152813 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -21446042.000000 Penalty: 5929.695801
	Iteration 35Q: 3 clusters Score -2.144604e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152880 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -21446080.000000 Penalty: 5929.695801
	Iteration 36Q: 3 clusters Score -2.144608e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152946 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -21446114.000000 Penalty: 5929.695801
	Iteration 37Q: 3 clusters Score -2.144611e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153003 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -21446098.000000 Penalty: 5929.695801
	Iteration 38Q: 3 clusters Score -2.14461e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153051 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -21446116.000000 Penalty: 5929.695801
	Iteration 39Q: 3 clusters Score -2.144612e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153089 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -21446128.000000 Penalty: 5929.695801
	Iteration 40F: 3 clusters Score -2.144613e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153123 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -21446136.000000 Penalty: 5929.695801
	Iteration 41Q: 3 clusters Score -2.144614e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153154 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -21446176.000000 Penalty: 5929.695801
	Iteration 42Q: 3 clusters Score -2.144618e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153183 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -21446176.000000 Penalty: 5929.695801
	Iteration 43Q: 3 clusters Score -2.144618e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153207 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -21446202.000000 Penalty: 5929.695801
	Iteration 44Q: 3 clusters Score -2.14462e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153231 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -21446194.000000 Penalty: 5929.695801
	Iteration 45Q: 3 clusters Score -2.144619e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153252 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -21446190.000000 Penalty: 5929.695801
	Iteration 46Q: 3 clusters Score -2.144619e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153271 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -21446178.000000 Penalty: 5929.695801
	Iteration 47Q: 3 clusters Score -2.144618e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153293 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -21446170.000000 Penalty: 5929.695801
	Iteration 48Q: 3 clusters Score -2.144617e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153312 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -21446168.000000 Penalty: 5929.695801
	Iteration 49Q: 3 clusters Score -2.144617e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153329 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -21446152.000000 Penalty: 5929.695801
	Iteration 50Q: 3 clusters Score -2.144615e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153346 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -21446172.000000 Penalty: 5929.695801
	Iteration 51Q: 3 clusters Score -2.144617e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153363 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -21446176.000000 Penalty: 5929.695801
	Iteration 52Q: 3 clusters Score -2.144618e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153384 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -21446184.000000 Penalty: 5929.695801
	Iteration 53Q: 3 clusters Score -2.144618e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153411 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -21446140.000000 Penalty: 5929.695801
	Iteration 54Q: 3 clusters Score -2.144614e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153437 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -21446146.000000 Penalty: 5929.695801
	Iteration 55Q: 3 clusters Score -2.144615e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153469 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -21446164.000000 Penalty: 5929.695801
	Iteration 56Q: 3 clusters Score -2.144616e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153489 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -21446176.000000 Penalty: 5929.695801
	Iteration 57Q: 3 clusters Score -2.144618e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153505 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -21446176.000000 Penalty: 5929.695801
	Iteration 58Q: 3 clusters Score -2.144618e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153529 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -21446186.000000 Penalty: 5929.695801
	Iteration 59Q: 3 clusters Score -2.144619e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153543 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -21446192.000000 Penalty: 5929.695801
	Iteration 60F: 3 clusters Score -2.144619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153549 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -21446196.000000 Penalty: 5929.695801
	Iteration 61Q: 3 clusters Score -2.14462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153554 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -21446234.000000 Penalty: 5929.695801
	Iteration 62Q: 3 clusters Score -2.144623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153556 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -21446218.000000 Penalty: 5929.695801
	Iteration 63Q: 3 clusters Score -2.144622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153556 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -21446218.000000 Penalty: 5929.695801
	Iteration 64F: 3 clusters Score -2.144622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Entering Unmasked Estep 
Score: -1946640.750000 Penalty: 2381.290283
	Iteration 0F: 2 clusters Score -1946641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1935999.125000 Penalty: 4762.580566
	Iteration 0F: 3 clusters Score -1935999 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1939369.125000 Penalty: 4762.580566
	Iteration 1F: 3 clusters Score -1939369 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1939705.125000 Penalty: 4762.580566
	Iteration 2F: 3 clusters Score -1939705 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1939948.875000 Penalty: 4762.580566
	Iteration 3Q: 3 clusters Score -1939949 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1940149.875000 Penalty: 4762.580566
	Iteration 4Q: 3 clusters Score -1940150 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1940344.125000 Penalty: 4762.580566
	Iteration 5Q: 3 clusters Score -1940344 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1940556.875000 Penalty: 4762.580566
	Iteration 6Q: 3 clusters Score -1940557 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1940804.500000 Penalty: 4762.580566
	Iteration 7Q: 3 clusters Score -1940804 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1941086.000000 Penalty: 4762.580566
	Iteration 8Q: 3 clusters Score -1941086 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1941395.000000 Penalty: 4762.580566
	Iteration 9Q: 3 clusters Score -1941395 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1941730.500000 Penalty: 4762.580566
	Iteration 10Q: 3 clusters Score -1941730 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1942104.125000 Penalty: 4762.580566
	Iteration 11Q: 3 clusters Score -1942104 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1942463.000000 Penalty: 4762.580566
	Iteration 12Q: 3 clusters Score -1942463 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1942813.000000 Penalty: 4762.580566
	Iteration 13Q: 3 clusters Score -1942813 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1943098.375000 Penalty: 4762.580566
	Iteration 14Q: 3 clusters Score -1943098 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1943344.750000 Penalty: 4762.580566
	Iteration 15Q: 3 clusters Score -1943345 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1943562.625000 Penalty: 4762.580566
	Iteration 16Q: 3 clusters Score -1943563 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1943729.000000 Penalty: 4762.580566
	Iteration 17Q: 3 clusters Score -1943729 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1943894.625000 Penalty: 4762.580566
	Iteration 18Q: 3 clusters Score -1943895 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1944024.875000 Penalty: 4762.580566
	Iteration 19Q: 3 clusters Score -1944025 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1944137.250000 Penalty: 4762.580566
	Iteration 20F: 3 clusters Score -1944137 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1944225.625000 Penalty: 4762.580566
	Iteration 21Q: 3 clusters Score -1944226 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1944297.875000 Penalty: 4762.580566
	Iteration 22Q: 3 clusters Score -1944298 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1944353.625000 Penalty: 4762.580566
	Iteration 23Q: 3 clusters Score -1944354 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1944390.625000 Penalty: 4762.580566
	Iteration 24Q: 3 clusters Score -1944391 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1944420.500000 Penalty: 4762.580566
	Iteration 25Q: 3 clusters Score -1944420 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1944458.375000 Penalty: 4762.580566
	Iteration 26Q: 3 clusters Score -1944458 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1944490.750000 Penalty: 4762.580566
	Iteration 27Q: 3 clusters Score -1944491 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1944519.625000 Penalty: 4762.580566
	Iteration 28Q: 3 clusters Score -1944520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1944545.875000 Penalty: 4762.580566
	Iteration 29Q: 3 clusters Score -1944546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1944571.250000 Penalty: 4762.580566
	Iteration 30Q: 3 clusters Score -1944571 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1944589.750000 Penalty: 4762.580566
	Iteration 31Q: 3 clusters Score -1944590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1944618.000000 Penalty: 4762.580566
	Iteration 32Q: 3 clusters Score -1944618 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1944650.500000 Penalty: 4762.580566
	Iteration 33Q: 3 clusters Score -1944650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1944672.375000 Penalty: 4762.580566
	Iteration 34Q: 3 clusters Score -1944672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1944687.750000 Penalty: 4762.580566
	Iteration 35Q: 3 clusters Score -1944688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1944702.750000 Penalty: 4762.580566
	Iteration 36Q: 3 clusters Score -1944703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1944724.625000 Penalty: 4762.580566
	Iteration 37Q: 3 clusters Score -1944725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1944740.000000 Penalty: 4762.580566
	Iteration 38Q: 3 clusters Score -1944740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1944747.625000 Penalty: 4762.580566
	Iteration 39Q: 3 clusters Score -1944748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1944752.750000 Penalty: 4762.580566
	Iteration 40F: 3 clusters Score -1944753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1944757.625000 Penalty: 4762.580566
	Iteration 41Q: 3 clusters Score -1944758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1944762.250000 Penalty: 4762.580566
	Iteration 42Q: 3 clusters Score -1944762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1944766.250000 Penalty: 4762.580566
	Iteration 43Q: 3 clusters Score -1944766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1944766.500000 Penalty: 4762.580566
	Iteration 44Q: 3 clusters Score -1944766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1944773.125000 Penalty: 4762.580566
	Iteration 45Q: 3 clusters Score -1944773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1944772.250000 Penalty: 4762.580566
	Iteration 46Q: 3 clusters Score -1944772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1944771.750000 Penalty: 4762.580566
	Iteration 47Q: 3 clusters Score -1944772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1944772.625000 Penalty: 4762.580566
	Iteration 48Q: 3 clusters Score -1944773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1944777.500000 Penalty: 4762.580566
	Iteration 49Q: 3 clusters Score -1944778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1944782.375000 Penalty: 4762.580566
	Iteration 50Q: 3 clusters Score -1944782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1944786.750000 Penalty: 4762.580566
	Iteration 51Q: 3 clusters Score -1944787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1944795.250000 Penalty: 4762.580566
	Iteration 52Q: 3 clusters Score -1944795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1944801.375000 Penalty: 4762.580566
	Iteration 53Q: 3 clusters Score -1944801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1944804.625000 Penalty: 4762.580566
	Iteration 54Q: 3 clusters Score -1944805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1944806.250000 Penalty: 4762.580566
	Iteration 55Q: 3 clusters Score -1944806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1944809.875000 Penalty: 4762.580566
	Iteration 56Q: 3 clusters Score -1944810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1944810.750000 Penalty: 4762.580566
	Iteration 57Q: 3 clusters Score -1944811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1944811.875000 Penalty: 4762.580566
	Iteration 58Q: 3 clusters Score -1944812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1944812.750000 Penalty: 4762.580566
	Iteration 59Q: 3 clusters Score -1944813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1944812.125000 Penalty: 4762.580566
	Iteration 60F: 3 clusters Score -1944812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -45934.695312 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -45934.7 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 192 members 
Entering Unmasked Estep 
Score: -44730.792969 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -44730.79 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45025.843750 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -45025.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45232.796875 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -45232.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45364.843750 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -45364.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45431.683594 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -45431.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45464.820312 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -45464.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45510.277344 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -45510.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45578.812500 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -45578.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45663.242188 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -45663.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45698.695312 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -45698.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45738.273438 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -45738.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45765.960938 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -45765.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45775.601562 Penalty: 2965.527344
	Iteration 12Q: 3 clusters Score -45775.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45784.222656 Penalty: 2965.527344
	Iteration 13Q: 3 clusters Score -45784.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45795.183594 Penalty: 2965.527344
	Iteration 14Q: 3 clusters Score -45795.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45803.523438 Penalty: 2965.527344
	Iteration 15Q: 3 clusters Score -45803.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45806.179688 Penalty: 2965.527344
	Iteration 16Q: 3 clusters Score -45806.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45806.179688 Penalty: 2965.527344
	Iteration 17F: 3 clusters Score -45806.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (53807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Entering Unmasked Estep 
Score: -7485356.500000 Penalty: 2701.503418
	Iteration 0F: 2 clusters Score -7485356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -7449256.500000 Penalty: 5403.006836
	Iteration 0F: 3 clusters Score -7449256 nChanged 24943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -7463365.500000 Penalty: 5403.006836
	Iteration 1F: 3 clusters Score -7463366 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -7464352.500000 Penalty: 5403.006836
	Iteration 2Q: 3 clusters Score -7464352 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -7465517.000000 Penalty: 5403.006836
	Iteration 3Q: 3 clusters Score -7465517 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -7467015.000000 Penalty: 5403.006836
	Iteration 4F: 3 clusters Score -7467015 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -7469055.000000 Penalty: 5403.006836
	Iteration 5F: 3 clusters Score -7469055 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -7471625.000000 Penalty: 5403.006836
	Iteration 6F: 3 clusters Score -7471625 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -7474508.500000 Penalty: 5403.006836
	Iteration 7F: 3 clusters Score -7474508 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -7476885.000000 Penalty: 5403.006836
	Iteration 8F: 3 clusters Score -7476885 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -7478729.000000 Penalty: 5403.006836
	Iteration 9Q: 3 clusters Score -7478729 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -7479923.500000 Penalty: 5403.006836
	Iteration 10Q: 3 clusters Score -7479924 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -7480851.000000 Penalty: 5403.006836
	Iteration 11Q: 3 clusters Score -7480851 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -7481581.500000 Penalty: 5403.006836
	Iteration 12Q: 3 clusters Score -7481582 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -7482133.500000 Penalty: 5403.006836
	Iteration 13Q: 3 clusters Score -7482134 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -7482522.000000 Penalty: 5403.006836
	Iteration 14Q: 3 clusters Score -7482522 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -7482829.000000 Penalty: 5403.006836
	Iteration 15Q: 3 clusters Score -7482829 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -7483051.000000 Penalty: 5403.006836
	Iteration 16Q: 3 clusters Score -7483051 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -7483208.500000 Penalty: 5403.006836
	Iteration 17Q: 3 clusters Score -7483208 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -7483344.000000 Penalty: 5403.006836
	Iteration 18Q: 3 clusters Score -7483344 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -7483464.000000 Penalty: 5403.006836
	Iteration 19Q: 3 clusters Score -7483464 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -7483562.000000 Penalty: 5403.006836
	Iteration 20F: 3 clusters Score -7483562 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -7483618.000000 Penalty: 5403.006836
	Iteration 21Q: 3 clusters Score -7483618 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -7483705.000000 Penalty: 5403.006836
	Iteration 22Q: 3 clusters Score -7483705 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -7483764.000000 Penalty: 5403.006836
	Iteration 23Q: 3 clusters Score -7483764 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -7483820.500000 Penalty: 5403.006836
	Iteration 24Q: 3 clusters Score -7483820 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -7483860.500000 Penalty: 5403.006836
	Iteration 25Q: 3 clusters Score -7483860 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -7483891.500000 Penalty: 5403.006836
	Iteration 26Q: 3 clusters Score -7483892 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -7483924.000000 Penalty: 5403.006836
	Iteration 27Q: 3 clusters Score -7483924 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -7483945.500000 Penalty: 5403.006836
	Iteration 28Q: 3 clusters Score -7483946 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -7483990.000000 Penalty: 5403.006836
	Iteration 29Q: 3 clusters Score -7483990 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -7484016.000000 Penalty: 5403.006836
	Iteration 30Q: 3 clusters Score -7484016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -7484029.000000 Penalty: 5403.006836
	Iteration 31Q: 3 clusters Score -7484029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 52547 members 
Entering Unmasked Estep 
Score: -7484041.500000 Penalty: 5403.006836
	Iteration 32Q: 3 clusters Score -7484042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -7484050.000000 Penalty: 5403.006836
	Iteration 33Q: 3 clusters Score -7484050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 52587 members 
Entering Unmasked Estep 
Score: -7484053.500000 Penalty: 5403.006836
	Iteration 34Q: 3 clusters Score -7484054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -7484060.000000 Penalty: 5403.006836
	Iteration 35Q: 3 clusters Score -7484060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -7484070.500000 Penalty: 5403.006836
	Iteration 36Q: 3 clusters Score -7484070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -7484086.000000 Penalty: 5403.006836
	Iteration 37Q: 3 clusters Score -7484086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 52651 members 
Entering Unmasked Estep 
Score: -7484094.500000 Penalty: 5403.006836
	Iteration 38Q: 3 clusters Score -7484094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -7484090.000000 Penalty: 5403.006836
	Iteration 39Q: 3 clusters Score -7484090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 52673 members 
Entering Unmasked Estep 
Score: -7484093.000000 Penalty: 5403.006836
	Iteration 40F: 3 clusters Score -7484093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -7484099.000000 Penalty: 5403.006836
	Iteration 41Q: 3 clusters Score -7484099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 52685 members 
Entering Unmasked Estep 
Score: -7484094.500000 Penalty: 5403.006836
	Iteration 42Q: 3 clusters Score -7484094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 52696 members 
Entering Unmasked Estep 
Score: -7484106.000000 Penalty: 5403.006836
	Iteration 43Q: 3 clusters Score -7484106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 52707 members 
Entering Unmasked Estep 
Score: -7484097.000000 Penalty: 5403.006836
	Iteration 44Q: 3 clusters Score -7484097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 52720 members 
Entering Unmasked Estep 
Score: -7484099.500000 Penalty: 5403.006836
	Iteration 45Q: 3 clusters Score -7484100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 52726 members 
Entering Unmasked Estep 
Score: -7484109.500000 Penalty: 5403.006836
	Iteration 46Q: 3 clusters Score -7484110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 52733 members 
Entering Unmasked Estep 
Score: -7484117.500000 Penalty: 5403.006836
	Iteration 47Q: 3 clusters Score -7484118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 52740 members 
Entering Unmasked Estep 
Score: -7484116.500000 Penalty: 5403.006836
	Iteration 48Q: 3 clusters Score -7484116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -7484113.000000 Penalty: 5403.006836
	Iteration 49Q: 3 clusters Score -7484113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -7484120.500000 Penalty: 5403.006836
	Iteration 50Q: 3 clusters Score -7484120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -7484125.500000 Penalty: 5403.006836
	Iteration 51Q: 3 clusters Score -7484126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -7484120.000000 Penalty: 5403.006836
	Iteration 52Q: 3 clusters Score -7484120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 52771 members 
Entering Unmasked Estep 
Score: -7484129.500000 Penalty: 5403.006836
	Iteration 53Q: 3 clusters Score -7484130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -7484145.000000 Penalty: 5403.006836
	Iteration 54Q: 3 clusters Score -7484145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -7484143.500000 Penalty: 5403.006836
	Iteration 55Q: 3 clusters Score -7484144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -7484148.000000 Penalty: 5403.006836
	Iteration 56Q: 3 clusters Score -7484148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -7484142.500000 Penalty: 5403.006836
	Iteration 57Q: 3 clusters Score -7484142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -7484150.000000 Penalty: 5403.006836
	Iteration 58Q: 3 clusters Score -7484150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -7484157.500000 Penalty: 5403.006836
	Iteration 59Q: 3 clusters Score -7484158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -7484155.000000 Penalty: 5403.006836
	Iteration 60F: 3 clusters Score -7484155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -7484169.000000 Penalty: 5403.006836
	Iteration 61Q: 3 clusters Score -7484169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 52844 members 
Entering Unmasked Estep 
Score: -7484162.000000 Penalty: 5403.006836
	Iteration 62Q: 3 clusters Score -7484162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 52851 members 
Entering Unmasked Estep 
Score: -7484172.000000 Penalty: 5403.006836
	Iteration 63Q: 3 clusters Score -7484172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -7484164.500000 Penalty: 5403.006836
	Iteration 64Q: 3 clusters Score -7484164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 52861 members 
Entering Unmasked Estep 
Score: -7484174.500000 Penalty: 5403.006836
	Iteration 65Q: 3 clusters Score -7484174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 52865 members 
Entering Unmasked Estep 
Score: -7484178.500000 Penalty: 5403.006836
	Iteration 66Q: 3 clusters Score -7484178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -7484182.500000 Penalty: 5403.006836
	Iteration 67Q: 3 clusters Score -7484182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -7484182.000000 Penalty: 5403.006836
	Iteration 68Q: 3 clusters Score -7484182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -7484191.000000 Penalty: 5403.006836
	Iteration 69Q: 3 clusters Score -7484191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -7484187.500000 Penalty: 5403.006836
	Iteration 70Q: 3 clusters Score -7484188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -7484188.000000 Penalty: 5403.006836
	Iteration 71Q: 3 clusters Score -7484188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -7484191.000000 Penalty: 5403.006836
	Iteration 72Q: 3 clusters Score -7484191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -7484191.000000 Penalty: 5403.006836
	Iteration 73F: 3 clusters Score -7484191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (108373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108373 members 
Entering Unmasked Estep 
Score: -14968369.000000 Penalty: 2875.146973
	Iteration 0F: 2 clusters Score -1.496837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54077 members 
Mstep: Class 2 contains 54296 members 
Entering Unmasked Estep 
Score: -14895865.000000 Penalty: 5750.293945
	Iteration 0F: 3 clusters Score -1.489586e+07 nChanged 51118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 56826 members 
Entering Unmasked Estep 
Score: -14926258.000000 Penalty: 5750.293945
	Iteration 1F: 3 clusters Score -1.492626e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 58483 members 
Entering Unmasked Estep 
Score: -14927969.000000 Penalty: 5750.293945
	Iteration 2Q: 3 clusters Score -1.492797e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 60930 members 
Entering Unmasked Estep 
Score: -14930323.000000 Penalty: 5750.293945
	Iteration 3Q: 3 clusters Score -1.493032e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 64471 members 
Entering Unmasked Estep 
Score: -14933746.000000 Penalty: 5750.293945
	Iteration 4F: 3 clusters Score -1.493375e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 69257 members 
Entering Unmasked Estep 
Score: -14938601.000000 Penalty: 5750.293945
	Iteration 5F: 3 clusters Score -1.49386e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 74669 members 
Entering Unmasked Estep 
Score: -14945004.000000 Penalty: 5750.293945
	Iteration 6F: 3 clusters Score -1.4945e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 79457 members 
Entering Unmasked Estep 
Score: -14951491.000000 Penalty: 5750.293945
	Iteration 7F: 3 clusters Score -1.495149e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 82743 members 
Entering Unmasked Estep 
Score: -14955818.000000 Penalty: 5750.293945
	Iteration 8Q: 3 clusters Score -1.495582e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 85004 members 
Entering Unmasked Estep 
Score: -14957951.000000 Penalty: 5750.293945
	Iteration 9Q: 3 clusters Score -1.495795e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 86827 members 
Entering Unmasked Estep 
Score: -14959091.000000 Penalty: 5750.293945
	Iteration 10Q: 3 clusters Score -1.495909e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 88530 members 
Entering Unmasked Estep 
Score: -14959795.000000 Penalty: 5750.293945
	Iteration 11Q: 3 clusters Score -1.49598e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 90087 members 
Entering Unmasked Estep 
Score: -14960409.000000 Penalty: 5750.293945
	Iteration 12Q: 3 clusters Score -1.496041e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 91490 members 
Entering Unmasked Estep 
Score: -14961033.000000 Penalty: 5750.293945
	Iteration 13Q: 3 clusters Score -1.496103e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 92782 members 
Entering Unmasked Estep 
Score: -14961593.000000 Penalty: 5750.293945
	Iteration 14Q: 3 clusters Score -1.496159e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 93951 members 
Entering Unmasked Estep 
Score: -14962085.000000 Penalty: 5750.293945
	Iteration 15Q: 3 clusters Score -1.496208e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 95132 members 
Entering Unmasked Estep 
Score: -14962488.000000 Penalty: 5750.293945
	Iteration 16Q: 3 clusters Score -1.496249e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 96284 members 
Entering Unmasked Estep 
Score: -14962900.000000 Penalty: 5750.293945
	Iteration 17Q: 3 clusters Score -1.49629e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 97338 members 
Entering Unmasked Estep 
Score: -14963267.000000 Penalty: 5750.293945
	Iteration 18Q: 3 clusters Score -1.496327e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 98351 members 
Entering Unmasked Estep 
Score: -14963687.000000 Penalty: 5750.293945
	Iteration 19Q: 3 clusters Score -1.496369e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 99312 members 
Entering Unmasked Estep 
Score: -14964027.000000 Penalty: 5750.293945
	Iteration 20F: 3 clusters Score -1.496403e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 100246 members 
Entering Unmasked Estep 
Score: -14964388.000000 Penalty: 5750.293945
	Iteration 21Q: 3 clusters Score -1.496439e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 101068 members 
Entering Unmasked Estep 
Score: -14964643.000000 Penalty: 5750.293945
	Iteration 22Q: 3 clusters Score -1.496464e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 101830 members 
Entering Unmasked Estep 
Score: -14964919.000000 Penalty: 5750.293945
	Iteration 23Q: 3 clusters Score -1.496492e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 102493 members 
Entering Unmasked Estep 
Score: -14965201.000000 Penalty: 5750.293945
	Iteration 24Q: 3 clusters Score -1.49652e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 103062 members 
Entering Unmasked Estep 
Score: -14965391.000000 Penalty: 5750.293945
	Iteration 25Q: 3 clusters Score -1.496539e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 103576 members 
Entering Unmasked Estep 
Score: -14965567.000000 Penalty: 5750.293945
	Iteration 26Q: 3 clusters Score -1.496557e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 104027 members 
Entering Unmasked Estep 
Score: -14965732.000000 Penalty: 5750.293945
	Iteration 27Q: 3 clusters Score -1.496573e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 104413 members 
Entering Unmasked Estep 
Score: -14965841.000000 Penalty: 5750.293945
	Iteration 28Q: 3 clusters Score -1.496584e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 104753 members 
Entering Unmasked Estep 
Score: -14965971.000000 Penalty: 5750.293945
	Iteration 29Q: 3 clusters Score -1.496597e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 105019 members 
Entering Unmasked Estep 
Score: -14966064.000000 Penalty: 5750.293945
	Iteration 30Q: 3 clusters Score -1.496606e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 105253 members 
Entering Unmasked Estep 
Score: -14966114.000000 Penalty: 5750.293945
	Iteration 31Q: 3 clusters Score -1.496611e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 105440 members 
Entering Unmasked Estep 
Score: -14966169.000000 Penalty: 5750.293945
	Iteration 32Q: 3 clusters Score -1.496617e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 105608 members 
Entering Unmasked Estep 
Score: -14966201.000000 Penalty: 5750.293945
	Iteration 33Q: 3 clusters Score -1.49662e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 105755 members 
Entering Unmasked Estep 
Score: -14966262.000000 Penalty: 5750.293945
	Iteration 34Q: 3 clusters Score -1.496626e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 105892 members 
Entering Unmasked Estep 
Score: -14966285.000000 Penalty: 5750.293945
	Iteration 35Q: 3 clusters Score -1.496628e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 105992 members 
Entering Unmasked Estep 
Score: -14966317.000000 Penalty: 5750.293945
	Iteration 36Q: 3 clusters Score -1.496632e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 106067 members 
Entering Unmasked Estep 
Score: -14966342.000000 Penalty: 5750.293945
	Iteration 37Q: 3 clusters Score -1.496634e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 106142 members 
Entering Unmasked Estep 
Score: -14966372.000000 Penalty: 5750.293945
	Iteration 38Q: 3 clusters Score -1.496637e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 106209 members 
Entering Unmasked Estep 
Score: -14966386.000000 Penalty: 5750.293945
	Iteration 39Q: 3 clusters Score -1.496639e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 106273 members 
Entering Unmasked Estep 
Score: -14966406.000000 Penalty: 5750.293945
	Iteration 40F: 3 clusters Score -1.496641e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 106330 members 
Entering Unmasked Estep 
Score: -14966436.000000 Penalty: 5750.293945
	Iteration 41Q: 3 clusters Score -1.496644e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 106381 members 
Entering Unmasked Estep 
Score: -14966430.000000 Penalty: 5750.293945
	Iteration 42Q: 3 clusters Score -1.496643e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 106429 members 
Entering Unmasked Estep 
Score: -14966450.000000 Penalty: 5750.293945
	Iteration 43Q: 3 clusters Score -1.496645e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 106467 members 
Entering Unmasked Estep 
Score: -14966447.000000 Penalty: 5750.293945
	Iteration 44Q: 3 clusters Score -1.496645e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 106504 members 
Entering Unmasked Estep 
Score: -14966433.000000 Penalty: 5750.293945
	Iteration 45Q: 3 clusters Score -1.496643e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 106531 members 
Entering Unmasked Estep 
Score: -14966475.000000 Penalty: 5750.293945
	Iteration 46Q: 3 clusters Score -1.496648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 106543 members 
Entering Unmasked Estep 
Score: -14966494.000000 Penalty: 5750.293945
	Iteration 47Q: 3 clusters Score -1.496649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 106549 members 
Entering Unmasked Estep 
Score: -14966467.000000 Penalty: 5750.293945
	Iteration 48Q: 3 clusters Score -1.496647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 106559 members 
Entering Unmasked Estep 
Score: -14966471.000000 Penalty: 5750.293945
	Iteration 49Q: 3 clusters Score -1.496647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 106569 members 
Entering Unmasked Estep 
Score: -14966468.000000 Penalty: 5750.293945
	Iteration 50Q: 3 clusters Score -1.496647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 106575 members 
Entering Unmasked Estep 
Score: -14966474.000000 Penalty: 5750.293945
	Iteration 51Q: 3 clusters Score -1.496647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 106582 members 
Entering Unmasked Estep 
Score: -14966471.000000 Penalty: 5750.293945
	Iteration 52Q: 3 clusters Score -1.496647e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 106589 members 
Entering Unmasked Estep 
Score: -14966479.000000 Penalty: 5750.293945
	Iteration 53Q: 3 clusters Score -1.496648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 106592 members 
Entering Unmasked Estep 
Score: -14966497.000000 Penalty: 5750.293945
	Iteration 54Q: 3 clusters Score -1.49665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 106593 members 
Entering Unmasked Estep 
Score: -14966498.000000 Penalty: 5750.293945
	Iteration 55Q: 3 clusters Score -1.49665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 106594 members 
Entering Unmasked Estep 
Score: -14966493.000000 Penalty: 5750.293945
	Iteration 56Q: 3 clusters Score -1.496649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 106598 members 
Entering Unmasked Estep 
Score: -14966494.000000 Penalty: 5750.293945
	Iteration 57Q: 3 clusters Score -1.496649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 106601 members 
Entering Unmasked Estep 
Score: -14966486.000000 Penalty: 5750.293945
	Iteration 58Q: 3 clusters Score -1.496649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 106605 members 
Entering Unmasked Estep 
Score: -14966494.000000 Penalty: 5750.293945
	Iteration 59Q: 3 clusters Score -1.496649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 106609 members 
Entering Unmasked Estep 
Score: -14966496.000000 Penalty: 5750.293945
	Iteration 60F: 3 clusters Score -1.49665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 106612 members 
Entering Unmasked Estep 
Score: -14966502.000000 Penalty: 5750.293945
	Iteration 61Q: 3 clusters Score -1.49665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 106615 members 
Entering Unmasked Estep 
Score: -14966496.000000 Penalty: 5750.293945
	Iteration 62Q: 3 clusters Score -1.49665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 106619 members 
Entering Unmasked Estep 
Score: -14966501.000000 Penalty: 5750.293945
	Iteration 63Q: 3 clusters Score -1.49665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 106620 members 
Entering Unmasked Estep 
Score: -14966498.000000 Penalty: 5750.293945
	Iteration 64Q: 3 clusters Score -1.49665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 106621 members 
Entering Unmasked Estep 
Score: -14966505.000000 Penalty: 5750.293945
	Iteration 65Q: 3 clusters Score -1.49665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 106621 members 
Entering Unmasked Estep 
Score: -14966505.000000 Penalty: 5750.293945
	Iteration 66F: 3 clusters Score -1.49665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Entering Unmasked Estep 
Score: -2760921.250000 Penalty: 2465.839355
	Iteration 0F: 2 clusters Score -2760921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2746392.000000 Penalty: 4931.678711
	Iteration 0F: 3 clusters Score -2746392 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2751373.000000 Penalty: 4931.678711
	Iteration 1F: 3 clusters Score -2751373 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2751931.750000 Penalty: 4931.678711
	Iteration 2F: 3 clusters Score -2751932 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2752533.750000 Penalty: 4931.678711
	Iteration 3F: 3 clusters Score -2752534 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2753303.500000 Penalty: 4931.678711
	Iteration 4F: 3 clusters Score -2753304 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2754255.250000 Penalty: 4931.678711
	Iteration 5F: 3 clusters Score -2754255 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2755326.250000 Penalty: 4931.678711
	Iteration 6F: 3 clusters Score -2755326 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2756462.250000 Penalty: 4931.678711
	Iteration 7F: 3 clusters Score -2756462 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2757584.000000 Penalty: 4931.678711
	Iteration 8F: 3 clusters Score -2757584 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2758372.500000 Penalty: 4931.678711
	Iteration 9Q: 3 clusters Score -2758372 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2758843.250000 Penalty: 4931.678711
	Iteration 10Q: 3 clusters Score -2758843 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2759066.000000 Penalty: 4931.678711
	Iteration 11Q: 3 clusters Score -2759066 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2759189.750000 Penalty: 4931.678711
	Iteration 12Q: 3 clusters Score -2759190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2759244.750000 Penalty: 4931.678711
	Iteration 13Q: 3 clusters Score -2759245 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2759269.000000 Penalty: 4931.678711
	Iteration 14Q: 3 clusters Score -2759269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2759280.250000 Penalty: 4931.678711
	Iteration 15Q: 3 clusters Score -2759280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2759290.500000 Penalty: 4931.678711
	Iteration 16Q: 3 clusters Score -2759290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2759296.250000 Penalty: 4931.678711
	Iteration 17Q: 3 clusters Score -2759296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2759307.500000 Penalty: 4931.678711
	Iteration 18Q: 3 clusters Score -2759308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2759306.500000 Penalty: 4931.678711
	Iteration 19Q: 3 clusters Score -2759306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2759306.500000 Penalty: 4931.678711
	Iteration 20F: 3 clusters Score -2759306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (177559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177559 members 
Entering Unmasked Estep 
Score: -24377394.000000 Penalty: 2997.590332
	Iteration 0F: 2 clusters Score -2.437739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88729 members 
Mstep: Class 2 contains 88830 members 
Entering Unmasked Estep 
Score: -24261878.000000 Penalty: 5995.180664
	Iteration 0F: 3 clusters Score -2.426188e+07 nChanged 84973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86962 members 
Mstep: Class 2 contains 90597 members 
Entering Unmasked Estep 
Score: -24311624.000000 Penalty: 5995.180664
	Iteration 1F: 3 clusters Score -2.431162e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85843 members 
Mstep: Class 2 contains 91716 members 
Entering Unmasked Estep 
Score: -24312966.000000 Penalty: 5995.180664
	Iteration 2Q: 3 clusters Score -2.431297e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 93503 members 
Entering Unmasked Estep 
Score: -24314904.000000 Penalty: 5995.180664
	Iteration 3Q: 3 clusters Score -2.43149e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81212 members 
Mstep: Class 2 contains 96347 members 
Entering Unmasked Estep 
Score: -24317778.000000 Penalty: 5995.180664
	Iteration 4Q: 3 clusters Score -2.431778e+07 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77137 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
Score: -24322396.000000 Penalty: 5995.180664
	Iteration 5F: 3 clusters Score -2.43224e+07 nChanged 10971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71552 members 
Mstep: Class 2 contains 106007 members 
Entering Unmasked Estep 
Score: -24328986.000000 Penalty: 5995.180664
	Iteration 6F: 3 clusters Score -2.432899e+07 nChanged 12175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64755 members 
Mstep: Class 2 contains 112804 members 
Entering Unmasked Estep 
Score: -24337146.000000 Penalty: 5995.180664
	Iteration 7F: 3 clusters Score -2.433715e+07 nChanged 12128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57823 members 
Mstep: Class 2 contains 119736 members 
Entering Unmasked Estep 
Score: -24346632.000000 Penalty: 5995.180664
	Iteration 8F: 3 clusters Score -2.434663e+07 nChanged 10542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 125104 members 
Entering Unmasked Estep 
Score: -24354746.000000 Penalty: 5995.180664
	Iteration 9F: 3 clusters Score -2.435475e+07 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 128653 members 
Entering Unmasked Estep 
Score: -24359334.000000 Penalty: 5995.180664
	Iteration 10Q: 3 clusters Score -2.435933e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 131340 members 
Entering Unmasked Estep 
Score: -24361614.000000 Penalty: 5995.180664
	Iteration 11Q: 3 clusters Score -2.436161e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 133766 members 
Entering Unmasked Estep 
Score: -24363096.000000 Penalty: 5995.180664
	Iteration 12Q: 3 clusters Score -2.43631e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 136117 members 
Entering Unmasked Estep 
Score: -24364250.000000 Penalty: 5995.180664
	Iteration 13Q: 3 clusters Score -2.436425e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 138529 members 
Entering Unmasked Estep 
Score: -24365282.000000 Penalty: 5995.180664
	Iteration 14Q: 3 clusters Score -2.436528e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 141077 members 
Entering Unmasked Estep 
Score: -24366480.000000 Penalty: 5995.180664
	Iteration 15Q: 3 clusters Score -2.436648e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 143581 members 
Entering Unmasked Estep 
Score: -24367562.000000 Penalty: 5995.180664
	Iteration 16Q: 3 clusters Score -2.436756e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 145963 members 
Entering Unmasked Estep 
Score: -24368644.000000 Penalty: 5995.180664
	Iteration 17Q: 3 clusters Score -2.436864e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 148527 members 
Entering Unmasked Estep 
Score: -24369696.000000 Penalty: 5995.180664
	Iteration 18Q: 3 clusters Score -2.43697e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 151066 members 
Entering Unmasked Estep 
Score: -24370578.000000 Penalty: 5995.180664
	Iteration 19Q: 3 clusters Score -2.437058e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 153675 members 
Entering Unmasked Estep 
Score: -24371402.000000 Penalty: 5995.180664
	Iteration 20F: 3 clusters Score -2.43714e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 156211 members 
Entering Unmasked Estep 
Score: -24372148.000000 Penalty: 5995.180664
	Iteration 21Q: 3 clusters Score -2.437215e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 158685 members 
Entering Unmasked Estep 
Score: -24372914.000000 Penalty: 5995.180664
	Iteration 22Q: 3 clusters Score -2.437291e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 161064 members 
Entering Unmasked Estep 
Score: -24373566.000000 Penalty: 5995.180664
	Iteration 23Q: 3 clusters Score -2.437357e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 163246 members 
Entering Unmasked Estep 
Score: -24374254.000000 Penalty: 5995.180664
	Iteration 24Q: 3 clusters Score -2.437425e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 165144 members 
Entering Unmasked Estep 
Score: -24374730.000000 Penalty: 5995.180664
	Iteration 25Q: 3 clusters Score -2.437473e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 166851 members 
Entering Unmasked Estep 
Score: -24375048.000000 Penalty: 5995.180664
	Iteration 26Q: 3 clusters Score -2.437505e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 168329 members 
Entering Unmasked Estep 
Score: -24375314.000000 Penalty: 5995.180664
	Iteration 27Q: 3 clusters Score -2.437531e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 169623 members 
Entering Unmasked Estep 
Score: -24375718.000000 Penalty: 5995.180664
	Iteration 28Q: 3 clusters Score -2.437572e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 170659 members 
Entering Unmasked Estep 
Score: -24375820.000000 Penalty: 5995.180664
	Iteration 29Q: 3 clusters Score -2.437582e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 171504 members 
Entering Unmasked Estep 
Score: -24375942.000000 Penalty: 5995.180664
	Iteration 30Q: 3 clusters Score -2.437594e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 172238 members 
Entering Unmasked Estep 
Score: -24376108.000000 Penalty: 5995.180664
	Iteration 31Q: 3 clusters Score -2.437611e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 172825 members 
Entering Unmasked Estep 
Score: -24376138.000000 Penalty: 5995.180664
	Iteration 32Q: 3 clusters Score -2.437614e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 173369 members 
Entering Unmasked Estep 
Score: -24376304.000000 Penalty: 5995.180664
	Iteration 33Q: 3 clusters Score -2.43763e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 173802 members 
Entering Unmasked Estep 
Score: -24376344.000000 Penalty: 5995.180664
	Iteration 34Q: 3 clusters Score -2.437634e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 174128 members 
Entering Unmasked Estep 
Score: -24376342.000000 Penalty: 5995.180664
	Iteration 35Q: 3 clusters Score -2.437634e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 174374 members 
Entering Unmasked Estep 
Score: -24376388.000000 Penalty: 5995.180664
	Iteration 36Q: 3 clusters Score -2.437639e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 174560 members 
Entering Unmasked Estep 
Score: -24376394.000000 Penalty: 5995.180664
	Iteration 37Q: 3 clusters Score -2.437639e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 174714 members 
Entering Unmasked Estep 
Score: -24376416.000000 Penalty: 5995.180664
	Iteration 38Q: 3 clusters Score -2.437642e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 174848 members 
Entering Unmasked Estep 
Score: -24376390.000000 Penalty: 5995.180664
	Iteration 39Q: 3 clusters Score -2.437639e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 174970 members 
Entering Unmasked Estep 
Score: -24376352.000000 Penalty: 5995.180664
	Iteration 40F: 3 clusters Score -2.437635e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 175079 members 
Entering Unmasked Estep 
Score: -24376316.000000 Penalty: 5995.180664
	Iteration 41Q: 3 clusters Score -2.437632e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 175176 members 
Entering Unmasked Estep 
Score: -24376296.000000 Penalty: 5995.180664
	Iteration 42Q: 3 clusters Score -2.43763e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 175250 members 
Entering Unmasked Estep 
Score: -24376280.000000 Penalty: 5995.180664
	Iteration 43Q: 3 clusters Score -2.437628e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 175293 members 
Entering Unmasked Estep 
Score: -24376252.000000 Penalty: 5995.180664
	Iteration 44Q: 3 clusters Score -2.437625e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 175332 members 
Entering Unmasked Estep 
Score: -24376222.000000 Penalty: 5995.180664
	Iteration 45Q: 3 clusters Score -2.437622e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 175373 members 
Entering Unmasked Estep 
Score: -24376260.000000 Penalty: 5995.180664
	Iteration 46Q: 3 clusters Score -2.437626e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 175405 members 
Entering Unmasked Estep 
Score: -24376266.000000 Penalty: 5995.180664
	Iteration 47Q: 3 clusters Score -2.437627e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 175436 members 
Entering Unmasked Estep 
Score: -24376272.000000 Penalty: 5995.180664
	Iteration 48Q: 3 clusters Score -2.437627e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 175465 members 
Entering Unmasked Estep 
Score: -24376238.000000 Penalty: 5995.180664
	Iteration 49Q: 3 clusters Score -2.437624e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 175484 members 
Entering Unmasked Estep 
Score: -24376292.000000 Penalty: 5995.180664
	Iteration 50Q: 3 clusters Score -2.437629e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 175511 members 
Entering Unmasked Estep 
Score: -24376288.000000 Penalty: 5995.180664
	Iteration 51Q: 3 clusters Score -2.437629e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 175533 members 
Entering Unmasked Estep 
Score: -24376266.000000 Penalty: 5995.180664
	Iteration 52Q: 3 clusters Score -2.437627e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 175552 members 
Entering Unmasked Estep 
Score: -24376272.000000 Penalty: 5995.180664
	Iteration 53Q: 3 clusters Score -2.437627e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 175567 members 
Entering Unmasked Estep 
Score: -24376262.000000 Penalty: 5995.180664
	Iteration 54Q: 3 clusters Score -2.437626e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 175586 members 
Entering Unmasked Estep 
Score: -24376246.000000 Penalty: 5995.180664
	Iteration 55Q: 3 clusters Score -2.437625e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 175601 members 
Entering Unmasked Estep 
Score: -24376220.000000 Penalty: 5995.180664
	Iteration 56Q: 3 clusters Score -2.437622e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 175627 members 
Entering Unmasked Estep 
Score: -24376230.000000 Penalty: 5995.180664
	Iteration 57Q: 3 clusters Score -2.437623e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 175648 members 
Entering Unmasked Estep 
Score: -24376220.000000 Penalty: 5995.180664
	Iteration 58Q: 3 clusters Score -2.437622e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 175671 members 
Entering Unmasked Estep 
Score: -24376234.000000 Penalty: 5995.180664
	Iteration 59Q: 3 clusters Score -2.437623e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 175684 members 
Entering Unmasked Estep 
Score: -24376222.000000 Penalty: 5995.180664
	Iteration 60F: 3 clusters Score -2.437622e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 175704 members 
Entering Unmasked Estep 
Score: -24376208.000000 Penalty: 5995.180664
	Iteration 61Q: 3 clusters Score -2.437621e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 175727 members 
Entering Unmasked Estep 
Score: -24376188.000000 Penalty: 5995.180664
	Iteration 62Q: 3 clusters Score -2.437619e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 175750 members 
Entering Unmasked Estep 
Score: -24376202.000000 Penalty: 5995.180664
	Iteration 63Q: 3 clusters Score -2.43762e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 175772 members 
Entering Unmasked Estep 
Score: -24376190.000000 Penalty: 5995.180664
	Iteration 64Q: 3 clusters Score -2.437619e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 175793 members 
Entering Unmasked Estep 
Score: -24376198.000000 Penalty: 5995.180664
	Iteration 65Q: 3 clusters Score -2.43762e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 175815 members 
Entering Unmasked Estep 
Score: -24376208.000000 Penalty: 5995.180664
	Iteration 66Q: 3 clusters Score -2.437621e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 175841 members 
Entering Unmasked Estep 
Score: -24376192.000000 Penalty: 5995.180664
	Iteration 67Q: 3 clusters Score -2.437619e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 175862 members 
Entering Unmasked Estep 
Score: -24376178.000000 Penalty: 5995.180664
	Iteration 68Q: 3 clusters Score -2.437618e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 175879 members 
Entering Unmasked Estep 
Score: -24376170.000000 Penalty: 5995.180664
	Iteration 69Q: 3 clusters Score -2.437617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 175890 members 
Entering Unmasked Estep 
Score: -24376166.000000 Penalty: 5995.180664
	Iteration 70Q: 3 clusters Score -2.437617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 175901 members 
Entering Unmasked Estep 
Score: -24376152.000000 Penalty: 5995.180664
	Iteration 71Q: 3 clusters Score -2.437615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 175908 members 
Entering Unmasked Estep 
Score: -24376150.000000 Penalty: 5995.180664
	Iteration 72Q: 3 clusters Score -2.437615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 175911 members 
Entering Unmasked Estep 
Score: -24376142.000000 Penalty: 5995.180664
	Iteration 73Q: 3 clusters Score -2.437614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 175917 members 
Entering Unmasked Estep 
Score: -24376134.000000 Penalty: 5995.180664
	Iteration 74Q: 3 clusters Score -2.437613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 175922 members 
Entering Unmasked Estep 
Score: -24376138.000000 Penalty: 5995.180664
	Iteration 75Q: 3 clusters Score -2.437614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 175925 members 
Entering Unmasked Estep 
Score: -24376150.000000 Penalty: 5995.180664
	Iteration 76Q: 3 clusters Score -2.437615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 175930 members 
Entering Unmasked Estep 
Score: -24376162.000000 Penalty: 5995.180664
	Iteration 77Q: 3 clusters Score -2.437616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 175937 members 
Entering Unmasked Estep 
Score: -24376148.000000 Penalty: 5995.180664
	Iteration 78Q: 3 clusters Score -2.437615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 175941 members 
Entering Unmasked Estep 
Score: -24376128.000000 Penalty: 5995.180664
	Iteration 79Q: 3 clusters Score -2.437613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 175946 members 
Entering Unmasked Estep 
Score: -24376136.000000 Penalty: 5995.180664
	Iteration 80F: 3 clusters Score -2.437614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 175953 members 
Entering Unmasked Estep 
Score: -24376140.000000 Penalty: 5995.180664
	Iteration 81Q: 3 clusters Score -2.437614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 175953 members 
Entering Unmasked Estep 
Score: -24376152.000000 Penalty: 5995.180664
	Iteration 82Q: 3 clusters Score -2.437615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 175957 members 
Entering Unmasked Estep 
Score: -24376150.000000 Penalty: 5995.180664
	Iteration 83Q: 3 clusters Score -2.437615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 175958 members 
Entering Unmasked Estep 
Score: -24376140.000000 Penalty: 5995.180664
	Iteration 84Q: 3 clusters Score -2.437614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 175960 members 
Entering Unmasked Estep 
Score: -24376138.000000 Penalty: 5995.180664
	Iteration 85Q: 3 clusters Score -2.437614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 175961 members 
Entering Unmasked Estep 
Score: -24376128.000000 Penalty: 5995.180664
	Iteration 86Q: 3 clusters Score -2.437613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 175961 members 
Entering Unmasked Estep 
Score: -24376128.000000 Penalty: 5995.180664
	Iteration 87F: 3 clusters Score -2.437613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67891 members 
Entering Unmasked Estep 
Score: -9374442.000000 Penalty: 2759.163330
	Iteration 0F: 2 clusters Score -9374442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -9328835.000000 Penalty: 5518.326660
	Iteration 0F: 3 clusters Score -9328835 nChanged 31659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -9346619.000000 Penalty: 5518.326660
	Iteration 1F: 3 clusters Score -9346619 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -9347239.000000 Penalty: 5518.326660
	Iteration 2Q: 3 clusters Score -9347239 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -9348020.000000 Penalty: 5518.326660
	Iteration 3Q: 3 clusters Score -9348020 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -9349078.000000 Penalty: 5518.326660
	Iteration 4Q: 3 clusters Score -9349078 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -9350620.000000 Penalty: 5518.326660
	Iteration 5Q: 3 clusters Score -9350620 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -9353041.000000 Penalty: 5518.326660
	Iteration 6F: 3 clusters Score -9353041 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -9356676.000000 Penalty: 5518.326660
	Iteration 7F: 3 clusters Score -9356676 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57093 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -9361575.000000 Penalty: 5518.326660
	Iteration 8F: 3 clusters Score -9361575 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -9366319.000000 Penalty: 5518.326660
	Iteration 9F: 3 clusters Score -9366319 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65201 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -9369513.000000 Penalty: 5518.326660
	Iteration 10Q: 3 clusters Score -9369513 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66720 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -9370992.000000 Penalty: 5518.326660
	Iteration 11Q: 3 clusters Score -9370992 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67278 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9371576.000000 Penalty: 5518.326660
	Iteration 12Q: 3 clusters Score -9371576 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67455 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9371760.000000 Penalty: 5518.326660
	Iteration 13Q: 3 clusters Score -9371760 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67534 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9371858.000000 Penalty: 5518.326660
	Iteration 14Q: 3 clusters Score -9371858 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67576 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9371919.000000 Penalty: 5518.326660
	Iteration 15Q: 3 clusters Score -9371919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67597 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9371977.000000 Penalty: 5518.326660
	Iteration 16Q: 3 clusters Score -9371977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9372016.000000 Penalty: 5518.326660
	Iteration 17Q: 3 clusters Score -9372016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9372022.000000 Penalty: 5518.326660
	Iteration 18Q: 3 clusters Score -9372022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67616 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9372032.000000 Penalty: 5518.326660
	Iteration 19Q: 3 clusters Score -9372032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67625 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9372042.000000 Penalty: 5518.326660
	Iteration 20F: 3 clusters Score -9372042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67627 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9372042.000000 Penalty: 5518.326660
	Iteration 21Q: 3 clusters Score -9372042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67630 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9372050.000000 Penalty: 5518.326660
	Iteration 22Q: 3 clusters Score -9372050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67632 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9372053.000000 Penalty: 5518.326660
	Iteration 23Q: 3 clusters Score -9372053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67633 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9372054.000000 Penalty: 5518.326660
	Iteration 24Q: 3 clusters Score -9372054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67633 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9372054.000000 Penalty: 5518.326660
	Iteration 25F: 3 clusters Score -9372054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Entering Unmasked Estep 
Score: -1876575.125000 Penalty: 2358.388184
	Iteration 0F: 2 clusters Score -1876575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1866658.000000 Penalty: 4716.776367
	Iteration 0F: 3 clusters Score -1866658 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1869723.375000 Penalty: 4716.776367
	Iteration 1F: 3 clusters Score -1869723 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1870033.000000 Penalty: 4716.776367
	Iteration 2F: 3 clusters Score -1870033 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1870261.625000 Penalty: 4716.776367
	Iteration 3Q: 3 clusters Score -1870262 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1870472.250000 Penalty: 4716.776367
	Iteration 4Q: 3 clusters Score -1870472 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1870673.500000 Penalty: 4716.776367
	Iteration 5Q: 3 clusters Score -1870674 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1870939.000000 Penalty: 4716.776367
	Iteration 6Q: 3 clusters Score -1870939 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1871307.875000 Penalty: 4716.776367
	Iteration 7Q: 3 clusters Score -1871308 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1871784.250000 Penalty: 4716.776367
	Iteration 8F: 3 clusters Score -1871784 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1872316.125000 Penalty: 4716.776367
	Iteration 9F: 3 clusters Score -1872316 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1872871.625000 Penalty: 4716.776367
	Iteration 10F: 3 clusters Score -1872872 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1873374.750000 Penalty: 4716.776367
	Iteration 11Q: 3 clusters Score -1873375 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1873774.875000 Penalty: 4716.776367
	Iteration 12Q: 3 clusters Score -1873775 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1874037.125000 Penalty: 4716.776367
	Iteration 13Q: 3 clusters Score -1874037 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1874228.625000 Penalty: 4716.776367
	Iteration 14Q: 3 clusters Score -1874229 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1874329.375000 Penalty: 4716.776367
	Iteration 15Q: 3 clusters Score -1874329 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1874401.125000 Penalty: 4716.776367
	Iteration 16Q: 3 clusters Score -1874401 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1874461.625000 Penalty: 4716.776367
	Iteration 17Q: 3 clusters Score -1874462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1874493.625000 Penalty: 4716.776367
	Iteration 18Q: 3 clusters Score -1874494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1874506.750000 Penalty: 4716.776367
	Iteration 19Q: 3 clusters Score -1874507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1874522.750000 Penalty: 4716.776367
	Iteration 20F: 3 clusters Score -1874523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1874532.875000 Penalty: 4716.776367
	Iteration 21Q: 3 clusters Score -1874533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1874548.250000 Penalty: 4716.776367
	Iteration 22Q: 3 clusters Score -1874548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1874552.125000 Penalty: 4716.776367
	Iteration 23Q: 3 clusters Score -1874552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1874558.000000 Penalty: 4716.776367
	Iteration 24Q: 3 clusters Score -1874558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1874559.125000 Penalty: 4716.776367
	Iteration 25Q: 3 clusters Score -1874559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1874565.250000 Penalty: 4716.776367
	Iteration 26Q: 3 clusters Score -1874565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1874565.375000 Penalty: 4716.776367
	Iteration 27Q: 3 clusters Score -1874565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1874565.375000 Penalty: 4716.776367
	Iteration 28F: 3 clusters Score -1874565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -63550.210938 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -63550.21 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 277 members 
Entering Unmasked Estep 
Score: -62027.304688 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -62027.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62289.914062 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -62289.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -62417.421875 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -62417.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -62493.703125 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -62493.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -62536.613281 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -62536.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -62563.613281 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -62563.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62590.839844 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -62590.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -62615.484375 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -62615.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -62649.507812 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -62649.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62671.246094 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -62671.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -62711.148438 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -62711.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62758.441406 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -62758.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -62823.070312 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -62823.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62889.097656 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -62889.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -62934.046875 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -62934.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62984.945312 Penalty: 3124.278809
	Iteration 15Q: 3 clusters Score -62984.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63066.289062 Penalty: 3124.278809
	Iteration 16Q: 3 clusters Score -63066.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63203.277344 Penalty: 3124.278809
	Iteration 17Q: 3 clusters Score -63203.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63418.203125 Penalty: 3124.278809
	Iteration 18Q: 3 clusters Score -63418.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63714.597656 Penalty: 3124.278809
	Iteration 19Q: 3 clusters Score -63714.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64079.886719 Penalty: 3124.278809
	Iteration 20F: 3 clusters Score -64079.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64224.355469 Penalty: 3124.278809
	Iteration 21Q: 3 clusters Score -64224.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -64238.507812 Penalty: 3124.278809
	Iteration 22Q: 3 clusters Score -64238.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -64238.507812 Penalty: 3124.278809
	Iteration 23F: 3 clusters Score -64238.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 210844 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 155598 members 
Mstep: Class 5 contains 14794 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 53807 members 
Mstep: Class 9 contains 108373 members 
Mstep: Class 10 contains 20804 members 
Mstep: Class 11 contains 177559 members 
Mstep: Class 14 contains 67891 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 31661 members 
Entering Unmasked Estep 
Score: -116079408.000000 Penalty: 50824.945312
Splitting cluster 20 changes total score from -116080616.000000 to -116079408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (31661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Entering Unmasked Estep 
Score: -4302085.500000 Penalty: 2569.984375
	Iteration 0F: 2 clusters Score -4302086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -4280483.000000 Penalty: 5139.968750
	Iteration 0F: 3 clusters Score -4280483 nChanged 14375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -4288290.500000 Penalty: 5139.968750
	Iteration 1F: 3 clusters Score -4288290 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -4288750.500000 Penalty: 5139.968750
	Iteration 2Q: 3 clusters Score -4288750 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -4289267.000000 Penalty: 5139.968750
	Iteration 3Q: 3 clusters Score -4289267 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -4289905.000000 Penalty: 5139.968750
	Iteration 4Q: 3 clusters Score -4289905 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -4290842.500000 Penalty: 5139.968750
	Iteration 5F: 3 clusters Score -4290842 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -4292221.500000 Penalty: 5139.968750
	Iteration 6F: 3 clusters Score -4292222 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -4294172.000000 Penalty: 5139.968750
	Iteration 7F: 3 clusters Score -4294172 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -4296390.000000 Penalty: 5139.968750
	Iteration 8F: 3 clusters Score -4296390 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -4298216.000000 Penalty: 5139.968750
	Iteration 9F: 3 clusters Score -4298216 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -4299218.000000 Penalty: 5139.968750
	Iteration 10Q: 3 clusters Score -4299218 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -4299601.500000 Penalty: 5139.968750
	Iteration 11Q: 3 clusters Score -4299602 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -4299755.000000 Penalty: 5139.968750
	Iteration 12Q: 3 clusters Score -4299755 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -4299828.000000 Penalty: 5139.968750
	Iteration 13Q: 3 clusters Score -4299828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -4299882.000000 Penalty: 5139.968750
	Iteration 14Q: 3 clusters Score -4299882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -4299895.500000 Penalty: 5139.968750
	Iteration 15Q: 3 clusters Score -4299896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -4299916.000000 Penalty: 5139.968750
	Iteration 16Q: 3 clusters Score -4299916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -4299925.000000 Penalty: 5139.968750
	Iteration 17Q: 3 clusters Score -4299925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -4299930.500000 Penalty: 5139.968750
	Iteration 18Q: 3 clusters Score -4299930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -4299931.500000 Penalty: 5139.968750
	Iteration 19Q: 3 clusters Score -4299932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -4299931.500000 Penalty: 5139.968750
	Iteration 20F: 3 clusters Score -4299932 nChanged 0
--- Evaluating fit on full set of 2574669 points ---
Entering Unmasked Estep 
Score: -344032768.000000 Penalty: 51250.996094
23->15 Clusters: Score -344032768.000000, best is -344566240.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 858223 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 37496 members 
Mstep: Class 3 contains 37440 members 
Mstep: Class 4 contains 37448 members 
Mstep: Class 5 contains 37313 members 
Mstep: Class 6 contains 37353 members 
Mstep: Class 7 contains 37178 members 
Mstep: Class 8 contains 37374 members 
Mstep: Class 9 contains 37415 members 
Mstep: Class 10 contains 37347 members 
Mstep: Class 11 contains 37104 members 
Mstep: Class 12 contains 37503 members 
Mstep: Class 13 contains 37412 members 
Mstep: Class 14 contains 37178 members 
Mstep: Class 15 contains 37025 members 
Mstep: Class 16 contains 37501 members 
Mstep: Class 17 contains 37037 members 
Mstep: Class 18 contains 37189 members 
Mstep: Class 19 contains 37194 members 
Mstep: Class 20 contains 37355 members 
Mstep: Class 21 contains 37475 members 
Mstep: Class 22 contains 37501 members 
Mstep: Class 23 contains 37467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 458.236267 but Gain 3388.335938
Score: -112844200.000000 Penalty: 74543.250000
Iteration 0F: 23 clusters Score -1.128442e+08 nChanged 815785
Entering Unmasked Mstep 
Mstep: Class 0 contains 973 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 79988 members 
Mstep: Class 3 contains 77424 members 
Mstep: Class 4 contains 52459 members 
Mstep: Class 5 contains 22637 members 
Mstep: Class 6 contains 37473 members 
Mstep: Class 7 contains 92257 members 
Mstep: Class 8 contains 37327 members 
Mstep: Class 9 contains 21518 members 
Mstep: Class 10 contains 32092 members 
Mstep: Class 11 contains 13780 members 
Mstep: Class 12 contains 36399 members 
Mstep: Class 13 contains 10026 members 
Mstep: Class 14 contains 15705 members 
Mstep: Class 16 contains 70673 members 
Mstep: Class 17 contains 46685 members 
Mstep: Class 18 contains 21051 members 
Mstep: Class 19 contains 32299 members 
Mstep: Class 20 contains 41678 members 
Mstep: Class 21 contains 11935 members 
Mstep: Class 22 contains 32920 members 
Mstep: Class 23 contains 40241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114909680.000000 Penalty: 74543.250000
Iteration 1F: 23 clusters Score -1.149097e+08 nChanged 269411
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 85599 members 
Mstep: Class 3 contains 85257 members 
Mstep: Class 4 contains 45411 members 
Mstep: Class 5 contains 21051 members 
Mstep: Class 6 contains 38715 members 
Mstep: Class 7 contains 117476 members 
Mstep: Class 8 contains 36355 members 
Mstep: Class 9 contains 16788 members 
Mstep: Class 10 contains 27645 members 
Mstep: Class 11 contains 5517 members 
Mstep: Class 12 contains 32756 members 
Mstep: Class 13 contains 4156 members 
Mstep: Class 14 contains 13853 members 
Mstep: Class 16 contains 86069 members 
Mstep: Class 17 contains 53638 members 
Mstep: Class 18 contains 20769 members 
Mstep: Class 19 contains 12170 members 
Mstep: Class 20 contains 41174 members 
Mstep: Class 21 contains 6216 members 
Mstep: Class 22 contains 29854 members 
Mstep: Class 23 contains 54433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1602.658936 but Gain 3388.328125
Score: -115308752.000000 Penalty: 71154.921875
Iteration 2F: 22 clusters Score -1.153088e+08 nChanged 184435
Entering Unmasked Mstep 
Mstep: Class 0 contains 287 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 95495 members 
Mstep: Class 3 contains 87687 members 
Mstep: Class 4 contains 44770 members 
Mstep: Class 5 contains 22963 members 
Mstep: Class 6 contains 34754 members 
Mstep: Class 7 contains 138354 members 
Mstep: Class 8 contains 47448 members 
Mstep: Class 9 contains 16116 members 
Mstep: Class 10 contains 21972 members 
Mstep: Class 12 contains 26299 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 11006 members 
Mstep: Class 16 contains 91977 members 
Mstep: Class 17 contains 54302 members 
Mstep: Class 18 contains 18487 members 
Mstep: Class 19 contains 3214 members 
Mstep: Class 20 contains 36234 members 
Mstep: Class 21 contains 3353 members 
Mstep: Class 22 contains 23861 members 
Mstep: Class 23 contains 61257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1484.330933 but Gain 3388.328125
Score: -115488792.000000 Penalty: 67766.593750
Iteration 3F: 21 clusters Score -1.154888e+08 nChanged 140000
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 108245 members 
Mstep: Class 3 contains 86615 members 
Mstep: Class 4 contains 48488 members 
Mstep: Class 5 contains 22587 members 
Mstep: Class 6 contains 29075 members 
Mstep: Class 7 contains 160621 members 
Mstep: Class 8 contains 58236 members 
Mstep: Class 9 contains 14416 members 
Mstep: Class 10 contains 16564 members 
Mstep: Class 12 contains 18711 members 
Mstep: Class 13 contains 823 members 
Mstep: Class 14 contains 7996 members 
Mstep: Class 16 contains 93342 members 
Mstep: Class 17 contains 51225 members 
Mstep: Class 18 contains 15294 members 
Mstep: Class 19 contains 2082 members 
Mstep: Class 20 contains 29068 members 
Mstep: Class 22 contains 17823 members 
Mstep: Class 23 contains 63311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115590872.000000 Penalty: 67766.593750
Iteration 4F: 21 clusters Score -1.155909e+08 nChanged 117249
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 121609 members 
Mstep: Class 3 contains 81957 members 
Mstep: Class 4 contains 52946 members 
Mstep: Class 5 contains 20615 members 
Mstep: Class 6 contains 23648 members 
Mstep: Class 7 contains 184903 members 
Mstep: Class 8 contains 67298 members 
Mstep: Class 9 contains 12436 members 
Mstep: Class 10 contains 12419 members 
Mstep: Class 12 contains 12181 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 5823 members 
Mstep: Class 16 contains 91434 members 
Mstep: Class 17 contains 46901 members 
Mstep: Class 18 contains 12361 members 
Mstep: Class 19 contains 1974 members 
Mstep: Class 20 contains 21477 members 
Mstep: Class 22 contains 13153 members 
Mstep: Class 23 contains 62838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115685360.000000 Penalty: 67766.593750
Iteration 5F: 21 clusters Score -1.156854e+08 nChanged 103938
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 132927 members 
Mstep: Class 3 contains 74281 members 
Mstep: Class 4 contains 56805 members 
Mstep: Class 5 contains 18474 members 
Mstep: Class 6 contains 18901 members 
Mstep: Class 7 contains 211337 members 
Mstep: Class 8 contains 75079 members 
Mstep: Class 9 contains 10912 members 
Mstep: Class 10 contains 9762 members 
Mstep: Class 12 contains 7415 members 
Mstep: Class 13 contains 963 members 
Mstep: Class 14 contains 4355 members 
Mstep: Class 16 contains 87150 members 
Mstep: Class 17 contains 42590 members 
Mstep: Class 18 contains 9885 members 
Mstep: Class 19 contains 2165 members 
Mstep: Class 20 contains 14778 members 
Mstep: Class 22 contains 10089 members 
Mstep: Class 23 contains 60158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115755024.000000 Penalty: 67766.593750
Iteration 6F: 21 clusters Score -1.15755e+08 nChanged 93505
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 141009 members 
Mstep: Class 3 contains 64931 members 
Mstep: Class 4 contains 59786 members 
Mstep: Class 5 contains 16603 members 
Mstep: Class 6 contains 15020 members 
Mstep: Class 7 contains 236695 members 
Mstep: Class 8 contains 81361 members 
Mstep: Class 9 contains 9881 members 
Mstep: Class 10 contains 8367 members 
Mstep: Class 12 contains 4297 members 
Mstep: Class 13 contains 1034 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 16 contains 82037 members 
Mstep: Class 17 contains 38847 members 
Mstep: Class 18 contains 7919 members 
Mstep: Class 19 contains 2105 members 
Mstep: Class 20 contains 9633 members 
Mstep: Class 22 contains 8155 members 
Mstep: Class 23 contains 56343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2444.164307 but Gain 3388.332031
Score: -115800576.000000 Penalty: 64378.261719
Iteration 7F: 20 clusters Score -1.158006e+08 nChanged 87019
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 147997 members 
Mstep: Class 3 contains 56417 members 
Mstep: Class 4 contains 62393 members 
Mstep: Class 5 contains 15166 members 
Mstep: Class 6 contains 11868 members 
Mstep: Class 7 contains 256213 members 
Mstep: Class 8 contains 86856 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 7863 members 
Mstep: Class 13 contains 1067 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 16 contains 78254 members 
Mstep: Class 17 contains 35611 members 
Mstep: Class 18 contains 6393 members 
Mstep: Class 19 contains 2093 members 
Mstep: Class 20 contains 6306 members 
Mstep: Class 22 contains 6719 members 
Mstep: Class 23 contains 52363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2736.190674 but Gain 3388.328125
Score: -115835696.000000 Penalty: 60989.933594
Iteration 8F: 19 clusters Score -1.158357e+08 nChanged 77713
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 155981 members 
Mstep: Class 3 contains 49402 members 
Mstep: Class 4 contains 64198 members 
Mstep: Class 5 contains 14032 members 
Mstep: Class 6 contains 9538 members 
Mstep: Class 7 contains 264494 members 
Mstep: Class 8 contains 92179 members 
Mstep: Class 9 contains 8596 members 
Mstep: Class 10 contains 8106 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 16 contains 76360 members 
Mstep: Class 17 contains 32852 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 2085 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 22 contains 5492 members 
Mstep: Class 23 contains 48802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3146.291504 but Gain 3388.328125
Score: -115861824.000000 Penalty: 57601.605469
Iteration 9F: 18 clusters Score -1.158618e+08 nChanged 71695
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 169036 members 
Mstep: Class 3 contains 44044 members 
Mstep: Class 4 contains 65583 members 
Mstep: Class 5 contains 13155 members 
Mstep: Class 6 contains 7648 members 
Mstep: Class 7 contains 261753 members 
Mstep: Class 8 contains 96644 members 
Mstep: Class 9 contains 8164 members 
Mstep: Class 10 contains 8888 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 16 contains 76146 members 
Mstep: Class 17 contains 30638 members 
Mstep: Class 18 contains 4443 members 
Mstep: Class 19 contains 2086 members 
Mstep: Class 22 contains 4462 members 
Mstep: Class 23 contains 46020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115888936.000000 Penalty: 57601.605469
Iteration 10F: 18 clusters Score -1.158889e+08 nChanged 64315
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 187134 members 
Mstep: Class 3 contains 39217 members 
Mstep: Class 4 contains 66159 members 
Mstep: Class 5 contains 12502 members 
Mstep: Class 6 contains 6084 members 
Mstep: Class 7 contains 249252 members 
Mstep: Class 8 contains 100082 members 
Mstep: Class 9 contains 7795 members 
Mstep: Class 10 contains 9744 members 
Mstep: Class 13 contains 1152 members 
Mstep: Class 16 contains 75995 members 
Mstep: Class 17 contains 28800 members 
Mstep: Class 18 contains 3728 members 
Mstep: Class 19 contains 2087 members 
Mstep: Class 22 contains 3594 members 
Mstep: Class 23 contains 43461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 3220.988770 but Gain 3388.332031
Score: -115913880.000000 Penalty: 54213.273438
Iteration 11F: 17 clusters Score -1.159139e+08 nChanged 64161
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 211128 members 
Mstep: Class 3 contains 34538 members 
Mstep: Class 4 contains 65970 members 
Mstep: Class 5 contains 11987 members 
Mstep: Class 6 contains 4953 members 
Mstep: Class 7 contains 231936 members 
Mstep: Class 8 contains 103380 members 
Mstep: Class 9 contains 7506 members 
Mstep: Class 10 contains 10729 members 
Mstep: Class 13 contains 1175 members 
Mstep: Class 16 contains 75476 members 
Mstep: Class 17 contains 27533 members 
Mstep: Class 18 contains 3185 members 
Mstep: Class 19 contains 2091 members 
Mstep: Class 23 contains 41338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3139.648926 but Gain 3388.328125
Score: -115945392.000000 Penalty: 50824.945312
Iteration 12F: 16 clusters Score -1.159454e+08 nChanged 60244
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 238885 members 
Mstep: Class 3 contains 29057 members 
Mstep: Class 4 contains 65138 members 
Mstep: Class 5 contains 11635 members 
Mstep: Class 6 contains 4086 members 
Mstep: Class 7 contains 213004 members 
Mstep: Class 8 contains 105816 members 
Mstep: Class 9 contains 7233 members 
Mstep: Class 10 contains 12146 members 
Mstep: Class 13 contains 1204 members 
Mstep: Class 16 contains 73900 members 
Mstep: Class 17 contains 26579 members 
Mstep: Class 19 contains 2093 members 
Mstep: Class 23 contains 39183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115970616.000000 Penalty: 50824.945312
Iteration 13F: 16 clusters Score -1.159706e+08 nChanged 53185
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 266745 members 
Mstep: Class 3 contains 23893 members 
Mstep: Class 4 contains 64044 members 
Mstep: Class 5 contains 11308 members 
Mstep: Class 6 contains 3407 members 
Mstep: Class 7 contains 193100 members 
Mstep: Class 8 contains 107126 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 13208 members 
Mstep: Class 13 contains 1229 members 
Mstep: Class 16 contains 71742 members 
Mstep: Class 17 contains 25352 members 
Mstep: Class 19 contains 2096 members 
Mstep: Class 23 contains 37023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3320.458984 but Gain 3388.332031
Score: -115986376.000000 Penalty: 47436.613281
Iteration 14F: 15 clusters Score -1.159864e+08 nChanged 49172
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 290707 members 
Mstep: Class 3 contains 19800 members 
Mstep: Class 4 contains 62924 members 
Mstep: Class 5 contains 10950 members 
Mstep: Class 7 contains 176413 members 
Mstep: Class 8 contains 108810 members 
Mstep: Class 9 contains 6768 members 
Mstep: Class 10 contains 14289 members 
Mstep: Class 13 contains 1249 members 
Mstep: Class 16 contains 70728 members 
Mstep: Class 17 contains 24554 members 
Mstep: Class 19 contains 2096 members 
Mstep: Class 23 contains 35367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115997056.000000 Penalty: 47436.613281
Iteration 15F: 15 clusters Score -1.159971e+08 nChanged 36197
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 301544 members 
Mstep: Class 3 contains 16491 members 
Mstep: Class 4 contains 62489 members 
Mstep: Class 5 contains 10616 members 
Mstep: Class 7 contains 170450 members 
Mstep: Class 8 contains 109493 members 
Mstep: Class 9 contains 6538 members 
Mstep: Class 10 contains 14940 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 16 contains 69400 members 
Mstep: Class 17 contains 23386 members 
Mstep: Class 19 contains 2098 members 
Mstep: Class 23 contains 33739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115989496.000000 Penalty: 47436.613281
Iteration 16Q: 15 clusters Score -1.159895e+08 nChanged 29660
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 303228 members 
Mstep: Class 3 contains 14294 members 
Mstep: Class 4 contains 63176 members 
Mstep: Class 5 contains 10280 members 
Mstep: Class 7 contains 169768 members 
Mstep: Class 8 contains 110422 members 
Mstep: Class 9 contains 6286 members 
Mstep: Class 10 contains 15733 members 
Mstep: Class 13 contains 1270 members 
Mstep: Class 16 contains 68479 members 
Mstep: Class 17 contains 22602 members 
Mstep: Class 19 contains 2096 members 
Mstep: Class 23 contains 32685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115987832.000000 Penalty: 47436.613281
Iteration 17Q: 15 clusters Score -1.159878e+08 nChanged 24679
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 301562 members 
Mstep: Class 3 contains 12811 members 
Mstep: Class 4 contains 64174 members 
Mstep: Class 5 contains 9924 members 
Mstep: Class 7 contains 170347 members 
Mstep: Class 8 contains 111469 members 
Mstep: Class 9 contains 6041 members 
Mstep: Class 10 contains 16600 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 16 contains 68046 members 
Mstep: Class 17 contains 22201 members 
Mstep: Class 19 contains 2089 members 
Mstep: Class 23 contains 31728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115990216.000000 Penalty: 47436.613281
Iteration 18Q: 15 clusters Score -1.159902e+08 nChanged 21188
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 298793 members 
Mstep: Class 3 contains 11743 members 
Mstep: Class 4 contains 65051 members 
Mstep: Class 5 contains 9641 members 
Mstep: Class 7 contains 171062 members 
Mstep: Class 8 contains 112468 members 
Mstep: Class 9 contains 5779 members 
Mstep: Class 10 contains 17296 members 
Mstep: Class 13 contains 1299 members 
Mstep: Class 16 contains 68292 members 
Mstep: Class 17 contains 22057 members 
Mstep: Class 19 contains 2091 members 
Mstep: Class 23 contains 30867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115994264.000000 Penalty: 47436.613281
Iteration 19Q: 15 clusters Score -1.159943e+08 nChanged 19041
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 295879 members 
Mstep: Class 3 contains 10953 members 
Mstep: Class 4 contains 65664 members 
Mstep: Class 5 contains 9482 members 
Mstep: Class 7 contains 171541 members 
Mstep: Class 8 contains 113427 members 
Mstep: Class 9 contains 5484 members 
Mstep: Class 10 contains 17917 members 
Mstep: Class 13 contains 1312 members 
Mstep: Class 16 contains 69011 members 
Mstep: Class 17 contains 22056 members 
Mstep: Class 19 contains 2091 members 
Mstep: Class 23 contains 29974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115998336.000000 Penalty: 47436.613281
Iteration 20F: 15 clusters Score -1.159983e+08 nChanged 17493
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 293302 members 
Mstep: Class 3 contains 10374 members 
Mstep: Class 4 contains 66019 members 
Mstep: Class 5 contains 9440 members 
Mstep: Class 7 contains 171727 members 
Mstep: Class 8 contains 114266 members 
Mstep: Class 9 contains 5121 members 
Mstep: Class 10 contains 18416 members 
Mstep: Class 13 contains 1320 members 
Mstep: Class 16 contains 70033 members 
Mstep: Class 17 contains 22190 members 
Mstep: Class 19 contains 2092 members 
Mstep: Class 23 contains 29011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116002808.000000 Penalty: 47436.613281
Iteration 21Q: 15 clusters Score -1.160028e+08 nChanged 16546
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 290875 members 
Mstep: Class 3 contains 9868 members 
Mstep: Class 4 contains 66193 members 
Mstep: Class 5 contains 9459 members 
Mstep: Class 7 contains 171897 members 
Mstep: Class 8 contains 115015 members 
Mstep: Class 9 contains 4721 members 
Mstep: Class 10 contains 18848 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 16 contains 71167 members 
Mstep: Class 17 contains 22437 members 
Mstep: Class 19 contains 2095 members 
Mstep: Class 23 contains 28052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116007496.000000 Penalty: 47436.613281
Iteration 22Q: 15 clusters Score -1.160075e+08 nChanged 15744
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 288644 members 
Mstep: Class 3 contains 9521 members 
Mstep: Class 4 contains 66156 members 
Mstep: Class 5 contains 9502 members 
Mstep: Class 7 contains 172016 members 
Mstep: Class 8 contains 115602 members 
Mstep: Class 9 contains 4341 members 
Mstep: Class 10 contains 19215 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 16 contains 72577 members 
Mstep: Class 17 contains 22718 members 
Mstep: Class 19 contains 2094 members 
Mstep: Class 23 contains 27034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116010232.000000 Penalty: 47436.613281
Iteration 23Q: 15 clusters Score -1.160102e+08 nChanged 14893
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 286624 members 
Mstep: Class 3 contains 9305 members 
Mstep: Class 4 contains 66050 members 
Mstep: Class 5 contains 9529 members 
Mstep: Class 7 contains 171967 members 
Mstep: Class 8 contains 116271 members 
Mstep: Class 9 contains 4018 members 
Mstep: Class 10 contains 19486 members 
Mstep: Class 13 contains 1353 members 
Mstep: Class 16 contains 74146 members 
Mstep: Class 17 contains 23034 members 
Mstep: Class 19 contains 2093 members 
Mstep: Class 23 contains 25892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116013160.000000 Penalty: 47436.613281
Iteration 24Q: 15 clusters Score -1.160132e+08 nChanged 14114
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 284983 members 
Mstep: Class 3 contains 9134 members 
Mstep: Class 4 contains 65857 members 
Mstep: Class 5 contains 9561 members 
Mstep: Class 7 contains 171723 members 
Mstep: Class 8 contains 116911 members 
Mstep: Class 9 contains 3699 members 
Mstep: Class 10 contains 19676 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 16 contains 75847 members 
Mstep: Class 17 contains 23406 members 
Mstep: Class 19 contains 2096 members 
Mstep: Class 23 contains 24637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116015368.000000 Penalty: 47436.613281
Iteration 25Q: 15 clusters Score -1.160154e+08 nChanged 13471
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 283115 members 
Mstep: Class 3 contains 9079 members 
Mstep: Class 4 contains 65614 members 
Mstep: Class 5 contains 9574 members 
Mstep: Class 7 contains 171566 members 
Mstep: Class 8 contains 117617 members 
Mstep: Class 9 contains 3454 members 
Mstep: Class 10 contains 19805 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 16 contains 77677 members 
Mstep: Class 17 contains 23738 members 
Mstep: Class 19 contains 2095 members 
Mstep: Class 23 contains 23469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116018328.000000 Penalty: 47436.613281
Iteration 26Q: 15 clusters Score -1.160183e+08 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 281112 members 
Mstep: Class 3 contains 9118 members 
Mstep: Class 4 contains 65368 members 
Mstep: Class 5 contains 9534 members 
Mstep: Class 7 contains 171641 members 
Mstep: Class 8 contains 118286 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 19886 members 
Mstep: Class 13 contains 1379 members 
Mstep: Class 16 contains 79594 members 
Mstep: Class 17 contains 24027 members 
Mstep: Class 19 contains 2096 members 
Mstep: Class 23 contains 22227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116021184.000000 Penalty: 47436.613281
Iteration 27Q: 15 clusters Score -1.160212e+08 nChanged 12306
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 279453 members 
Mstep: Class 3 contains 9196 members 
Mstep: Class 4 contains 65161 members 
Mstep: Class 5 contains 9457 members 
Mstep: Class 7 contains 171509 members 
Mstep: Class 8 contains 118912 members 
Mstep: Class 9 contains 3138 members 
Mstep: Class 10 contains 19946 members 
Mstep: Class 13 contains 1382 members 
Mstep: Class 16 contains 81430 members 
Mstep: Class 17 contains 24297 members 
Mstep: Class 19 contains 2096 members 
Mstep: Class 23 contains 21044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116023664.000000 Penalty: 47436.613281
Iteration 28Q: 15 clusters Score -1.160237e+08 nChanged 11786
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 277718 members 
Mstep: Class 3 contains 9372 members 
Mstep: Class 4 contains 64957 members 
Mstep: Class 5 contains 9348 members 
Mstep: Class 7 contains 171582 members 
Mstep: Class 8 contains 119419 members 
Mstep: Class 9 contains 3017 members 
Mstep: Class 10 contains 19941 members 
Mstep: Class 13 contains 1385 members 
Mstep: Class 16 contains 83230 members 
Mstep: Class 17 contains 24534 members 
Mstep: Class 19 contains 2097 members 
Mstep: Class 23 contains 20003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116026408.000000 Penalty: 47436.613281
Iteration 29Q: 15 clusters Score -1.160264e+08 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 276109 members 
Mstep: Class 3 contains 9607 members 
Mstep: Class 4 contains 64768 members 
Mstep: Class 5 contains 9222 members 
Mstep: Class 7 contains 171475 members 
Mstep: Class 8 contains 119871 members 
Mstep: Class 9 contains 2928 members 
Mstep: Class 10 contains 19917 members 
Mstep: Class 13 contains 1391 members 
Mstep: Class 16 contains 85097 members 
Mstep: Class 17 contains 24757 members 
Mstep: Class 19 contains 2100 members 
Mstep: Class 23 contains 18980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116028856.000000 Penalty: 47436.613281
Iteration 30Q: 15 clusters Score -1.160289e+08 nChanged 11511
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 52356 members 
Mstep: Class 2 contains 274631 members 
Mstep: Class 3 contains 9914 members 
Mstep: Class 4 contains 64546 members 
Mstep: Class 5 contains 9092 members 
Mstep: Class 7 contains 171244 members 
Mstep: Class 8 contains 120230 members 
Mstep: Class 9 contains 2850 members 
Mstep: Class 10 contains 19848 members 
Mstep: Class 13 contains 1394 members 
Mstep: Class 16 contains 86931 members 
Mstep: Class 17 contains 24974 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 23 contains 18102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116031016.000000 Penalty: 47436.613281
Iteration 31Q: 15 clusters Score -1.16031e+08 nChanged 11261
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 273015 members 
Mstep: Class 3 contains 10239 members 
Mstep: Class 4 contains 64297 members 
Mstep: Class 5 contains 8937 members 
Mstep: Class 7 contains 171102 members 
Mstep: Class 8 contains 120638 members 
Mstep: Class 9 contains 2795 members 
Mstep: Class 10 contains 19793 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 16 contains 88806 members 
Mstep: Class 17 contains 25132 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 23 contains 17292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116032000.000000 Penalty: 47436.613281
Iteration 32Q: 15 clusters Score -1.16032e+08 nChanged 11230
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 271317 members 
Mstep: Class 3 contains 10671 members 
Mstep: Class 4 contains 63997 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 7 contains 171106 members 
Mstep: Class 8 contains 120967 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 19756 members 
Mstep: Class 13 contains 1398 members 
Mstep: Class 16 contains 90679 members 
Mstep: Class 17 contains 25258 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 23 contains 16514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116032784.000000 Penalty: 47436.613281
Iteration 33Q: 15 clusters Score -1.160328e+08 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 53161 members 
Mstep: Class 2 contains 269523 members 
Mstep: Class 3 contains 11146 members 
Mstep: Class 4 contains 63701 members 
Mstep: Class 5 contains 8632 members 
Mstep: Class 7 contains 171057 members 
Mstep: Class 8 contains 121269 members 
Mstep: Class 9 contains 2689 members 
Mstep: Class 10 contains 19739 members 
Mstep: Class 13 contains 1400 members 
Mstep: Class 16 contains 92583 members 
Mstep: Class 17 contains 25395 members 
Mstep: Class 19 contains 2105 members 
Mstep: Class 23 contains 15813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116033856.000000 Penalty: 47436.613281
Iteration 34Q: 15 clusters Score -1.160339e+08 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 267618 members 
Mstep: Class 3 contains 11646 members 
Mstep: Class 4 contains 63425 members 
Mstep: Class 5 contains 8496 members 
Mstep: Class 7 contains 171101 members 
Mstep: Class 8 contains 121484 members 
Mstep: Class 9 contains 2659 members 
Mstep: Class 10 contains 19749 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 16 contains 94460 members 
Mstep: Class 17 contains 25596 members 
Mstep: Class 19 contains 2105 members 
Mstep: Class 23 contains 15146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116033952.000000 Penalty: 47436.613281
Iteration 35Q: 15 clusters Score -1.16034e+08 nChanged 10506
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 265537 members 
Mstep: Class 3 contains 12139 members 
Mstep: Class 4 contains 63198 members 
Mstep: Class 5 contains 8347 members 
Mstep: Class 7 contains 171274 members 
Mstep: Class 8 contains 121724 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 19755 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 16 contains 96369 members 
Mstep: Class 17 contains 25754 members 
Mstep: Class 19 contains 2109 members 
Mstep: Class 23 contains 14507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116033552.000000 Penalty: 47436.613281
Iteration 36Q: 15 clusters Score -1.160336e+08 nChanged 10348
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 263281 members 
Mstep: Class 3 contains 12630 members 
Mstep: Class 4 contains 62993 members 
Mstep: Class 5 contains 8204 members 
Mstep: Class 7 contains 171387 members 
Mstep: Class 8 contains 122004 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 19816 members 
Mstep: Class 13 contains 1406 members 
Mstep: Class 16 contains 98263 members 
Mstep: Class 17 contains 25933 members 
Mstep: Class 19 contains 2111 members 
Mstep: Class 23 contains 13968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116033984.000000 Penalty: 47436.613281
Iteration 37Q: 15 clusters Score -1.16034e+08 nChanged 9772
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 260707 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 62800 members 
Mstep: Class 5 contains 8072 members 
Mstep: Class 7 contains 171786 members 
Mstep: Class 8 contains 122264 members 
Mstep: Class 9 contains 2614 members 
Mstep: Class 10 contains 19886 members 
Mstep: Class 13 contains 1409 members 
Mstep: Class 16 contains 100168 members 
Mstep: Class 17 contains 26126 members 
Mstep: Class 19 contains 2111 members 
Mstep: Class 23 contains 13445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116034744.000000 Penalty: 47436.613281
Iteration 38Q: 15 clusters Score -1.160347e+08 nChanged 8911
Entering ConstructFrom: 
Score: -116034744.000000 Penalty: 47436.613281
Entering ConstructFrom: 
Trying to split cluster 1 (53751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Entering Unmasked Estep 
Score: -7478313.500000 Penalty: 2701.245117
	Iteration 0F: 2 clusters Score -7478314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -7442173.500000 Penalty: 5402.490234
	Iteration 0F: 3 clusters Score -7442174 nChanged 24826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -7456062.000000 Penalty: 5402.490234
	Iteration 1F: 3 clusters Score -7456062 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -7456776.500000 Penalty: 5402.490234
	Iteration 2Q: 3 clusters Score -7456776 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -7457613.500000 Penalty: 5402.490234
	Iteration 3Q: 3 clusters Score -7457614 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -7458592.000000 Penalty: 5402.490234
	Iteration 4Q: 3 clusters Score -7458592 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -7459801.500000 Penalty: 5402.490234
	Iteration 5Q: 3 clusters Score -7459802 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -7461193.000000 Penalty: 5402.490234
	Iteration 6F: 3 clusters Score -7461193 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -7462970.500000 Penalty: 5402.490234
	Iteration 7F: 3 clusters Score -7462970 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -7465255.500000 Penalty: 5402.490234
	Iteration 8F: 3 clusters Score -7465256 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -7467796.000000 Penalty: 5402.490234
	Iteration 9F: 3 clusters Score -7467796 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -7470038.000000 Penalty: 5402.490234
	Iteration 10F: 3 clusters Score -7470038 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -7471426.500000 Penalty: 5402.490234
	Iteration 11Q: 3 clusters Score -7471426 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -7472072.000000 Penalty: 5402.490234
	Iteration 12Q: 3 clusters Score -7472072 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -7472515.500000 Penalty: 5402.490234
	Iteration 13Q: 3 clusters Score -7472516 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -7472832.500000 Penalty: 5402.490234
	Iteration 14Q: 3 clusters Score -7472832 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -7473078.500000 Penalty: 5402.490234
	Iteration 15Q: 3 clusters Score -7473078 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -7473351.000000 Penalty: 5402.490234
	Iteration 16Q: 3 clusters Score -7473351 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -7473547.500000 Penalty: 5402.490234
	Iteration 17Q: 3 clusters Score -7473548 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -7473773.500000 Penalty: 5402.490234
	Iteration 18Q: 3 clusters Score -7473774 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -7473975.000000 Penalty: 5402.490234
	Iteration 19Q: 3 clusters Score -7473975 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -7474194.000000 Penalty: 5402.490234
	Iteration 20F: 3 clusters Score -7474194 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -7474389.500000 Penalty: 5402.490234
	Iteration 21Q: 3 clusters Score -7474390 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -7474586.500000 Penalty: 5402.490234
	Iteration 22Q: 3 clusters Score -7474586 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -7474810.500000 Penalty: 5402.490234
	Iteration 23Q: 3 clusters Score -7474810 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -7474972.000000 Penalty: 5402.490234
	Iteration 24Q: 3 clusters Score -7474972 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -7475167.500000 Penalty: 5402.490234
	Iteration 25Q: 3 clusters Score -7475168 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -7475330.500000 Penalty: 5402.490234
	Iteration 26Q: 3 clusters Score -7475330 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -7475523.500000 Penalty: 5402.490234
	Iteration 27Q: 3 clusters Score -7475524 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -7475679.500000 Penalty: 5402.490234
	Iteration 28Q: 3 clusters Score -7475680 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -7475819.000000 Penalty: 5402.490234
	Iteration 29Q: 3 clusters Score -7475819 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -7475951.000000 Penalty: 5402.490234
	Iteration 30Q: 3 clusters Score -7475951 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -7476066.000000 Penalty: 5402.490234
	Iteration 31Q: 3 clusters Score -7476066 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -7476146.500000 Penalty: 5402.490234
	Iteration 32Q: 3 clusters Score -7476146 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -7476226.000000 Penalty: 5402.490234
	Iteration 33Q: 3 clusters Score -7476226 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -7476287.500000 Penalty: 5402.490234
	Iteration 34Q: 3 clusters Score -7476288 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -7476317.500000 Penalty: 5402.490234
	Iteration 35Q: 3 clusters Score -7476318 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -7476381.500000 Penalty: 5402.490234
	Iteration 36Q: 3 clusters Score -7476382 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -7476433.000000 Penalty: 5402.490234
	Iteration 37Q: 3 clusters Score -7476433 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 52009 members 
Entering Unmasked Estep 
Score: -7476455.000000 Penalty: 5402.490234
	Iteration 38Q: 3 clusters Score -7476455 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 52086 members 
Entering Unmasked Estep 
Score: -7476508.500000 Penalty: 5402.490234
	Iteration 39Q: 3 clusters Score -7476508 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -7476515.500000 Penalty: 5402.490234
	Iteration 40F: 3 clusters Score -7476516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -7476541.500000 Penalty: 5402.490234
	Iteration 41Q: 3 clusters Score -7476542 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -7476561.500000 Penalty: 5402.490234
	Iteration 42Q: 3 clusters Score -7476562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -7476553.000000 Penalty: 5402.490234
	Iteration 43Q: 3 clusters Score -7476553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -7476561.500000 Penalty: 5402.490234
	Iteration 44Q: 3 clusters Score -7476562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -7476567.000000 Penalty: 5402.490234
	Iteration 45Q: 3 clusters Score -7476567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -7476573.000000 Penalty: 5402.490234
	Iteration 46Q: 3 clusters Score -7476573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 52348 members 
Entering Unmasked Estep 
Score: -7476580.000000 Penalty: 5402.490234
	Iteration 47Q: 3 clusters Score -7476580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -7476591.000000 Penalty: 5402.490234
	Iteration 48Q: 3 clusters Score -7476591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 52381 members 
Entering Unmasked Estep 
Score: -7476596.500000 Penalty: 5402.490234
	Iteration 49Q: 3 clusters Score -7476596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -7476587.000000 Penalty: 5402.490234
	Iteration 50Q: 3 clusters Score -7476587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 52413 members 
Entering Unmasked Estep 
Score: -7476588.000000 Penalty: 5402.490234
	Iteration 51Q: 3 clusters Score -7476588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -7476582.000000 Penalty: 5402.490234
	Iteration 52Q: 3 clusters Score -7476582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 52434 members 
Entering Unmasked Estep 
Score: -7476589.000000 Penalty: 5402.490234
	Iteration 53Q: 3 clusters Score -7476589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -7476589.500000 Penalty: 5402.490234
	Iteration 54Q: 3 clusters Score -7476590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
Score: -7476584.500000 Penalty: 5402.490234
	Iteration 55Q: 3 clusters Score -7476584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -7476591.000000 Penalty: 5402.490234
	Iteration 56Q: 3 clusters Score -7476591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 52444 members 
Entering Unmasked Estep 
Score: -7476591.000000 Penalty: 5402.490234
	Iteration 57Q: 3 clusters Score -7476591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -7476592.500000 Penalty: 5402.490234
	Iteration 58Q: 3 clusters Score -7476592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -7476592.500000 Penalty: 5402.490234
	Iteration 59F: 3 clusters Score -7476592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (257749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257749 members 
Entering Unmasked Estep 
Score: -35299616.000000 Penalty: 3090.015869
	Iteration 0F: 2 clusters Score -3.529962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129188 members 
Mstep: Class 2 contains 128561 members 
Entering Unmasked Estep 
Score: -35150636.000000 Penalty: 6180.031738
	Iteration 0F: 3 clusters Score -3.515064e+07 nChanged 124485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134981 members 
Mstep: Class 2 contains 122768 members 
Entering Unmasked Estep 
Score: -35224112.000000 Penalty: 6180.031738
	Iteration 1F: 3 clusters Score -3.522411e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138764 members 
Mstep: Class 2 contains 118985 members 
Entering Unmasked Estep 
Score: -35225616.000000 Penalty: 6180.031738
	Iteration 2Q: 3 clusters Score -3.522562e+07 nChanged 8431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144665 members 
Mstep: Class 2 contains 113084 members 
Entering Unmasked Estep 
Score: -35228140.000000 Penalty: 6180.031738
	Iteration 3Q: 3 clusters Score -3.522814e+07 nChanged 11496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153597 members 
Mstep: Class 2 contains 104152 members 
Entering Unmasked Estep 
Score: -35232928.000000 Penalty: 6180.031738
	Iteration 4Q: 3 clusters Score -3.523293e+07 nChanged 15729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166406 members 
Mstep: Class 2 contains 91343 members 
Entering Unmasked Estep 
Score: -35241204.000000 Penalty: 6180.031738
	Iteration 5F: 3 clusters Score -3.52412e+07 nChanged 20080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183174 members 
Mstep: Class 2 contains 74575 members 
Entering Unmasked Estep 
Score: -35254600.000000 Penalty: 6180.031738
	Iteration 6F: 3 clusters Score -3.52546e+07 nChanged 20976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200934 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -35268824.000000 Penalty: 6180.031738
	Iteration 7F: 3 clusters Score -3.526882e+07 nChanged 17036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215040 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -35280688.000000 Penalty: 6180.031738
	Iteration 8F: 3 clusters Score -3.528069e+07 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223346 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -35288068.000000 Penalty: 6180.031738
	Iteration 9Q: 3 clusters Score -3.528807e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228282 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -35292868.000000 Penalty: 6180.031738
	Iteration 10Q: 3 clusters Score -3.529287e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231837 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -35295136.000000 Penalty: 6180.031738
	Iteration 11Q: 3 clusters Score -3.529514e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234932 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -35295992.000000 Penalty: 6180.031738
	Iteration 12Q: 3 clusters Score -3.529599e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237846 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -35296852.000000 Penalty: 6180.031738
	Iteration 13Q: 3 clusters Score -3.529685e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240504 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -35297260.000000 Penalty: 6180.031738
	Iteration 14Q: 3 clusters Score -3.529726e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242891 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -35297868.000000 Penalty: 6180.031738
	Iteration 15Q: 3 clusters Score -3.529787e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245019 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -35298332.000000 Penalty: 6180.031738
	Iteration 16Q: 3 clusters Score -3.529833e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246957 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -35298508.000000 Penalty: 6180.031738
	Iteration 17Q: 3 clusters Score -3.529851e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248550 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -35298856.000000 Penalty: 6180.031738
	Iteration 18Q: 3 clusters Score -3.529886e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249904 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -35298784.000000 Penalty: 6180.031738
	Iteration 19Q: 3 clusters Score -3.529878e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251054 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -35298824.000000 Penalty: 6180.031738
	Iteration 20F: 3 clusters Score -3.529882e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251999 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -35298816.000000 Penalty: 6180.031738
	Iteration 21Q: 3 clusters Score -3.529882e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252780 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -35298852.000000 Penalty: 6180.031738
	Iteration 22Q: 3 clusters Score -3.529885e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253448 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -35298680.000000 Penalty: 6180.031738
	Iteration 23Q: 3 clusters Score -3.529868e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253978 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -35298660.000000 Penalty: 6180.031738
	Iteration 24Q: 3 clusters Score -3.529866e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254441 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -35298516.000000 Penalty: 6180.031738
	Iteration 25Q: 3 clusters Score -3.529852e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254821 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -35298484.000000 Penalty: 6180.031738
	Iteration 26Q: 3 clusters Score -3.529848e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255122 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -35298408.000000 Penalty: 6180.031738
	Iteration 27Q: 3 clusters Score -3.529841e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255363 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -35298240.000000 Penalty: 6180.031738
	Iteration 28Q: 3 clusters Score -3.529824e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255559 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -35298212.000000 Penalty: 6180.031738
	Iteration 29Q: 3 clusters Score -3.529821e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255719 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -35298096.000000 Penalty: 6180.031738
	Iteration 30Q: 3 clusters Score -3.52981e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255867 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -35298108.000000 Penalty: 6180.031738
	Iteration 31Q: 3 clusters Score -3.529811e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255988 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -35298056.000000 Penalty: 6180.031738
	Iteration 32Q: 3 clusters Score -3.529806e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256083 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -35298048.000000 Penalty: 6180.031738
	Iteration 33Q: 3 clusters Score -3.529805e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256163 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -35297996.000000 Penalty: 6180.031738
	Iteration 34Q: 3 clusters Score -3.5298e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256220 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -35297956.000000 Penalty: 6180.031738
	Iteration 35Q: 3 clusters Score -3.529796e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256257 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -35297944.000000 Penalty: 6180.031738
	Iteration 36Q: 3 clusters Score -3.529794e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256295 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -35297908.000000 Penalty: 6180.031738
	Iteration 37Q: 3 clusters Score -3.529791e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256323 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -35297908.000000 Penalty: 6180.031738
	Iteration 38Q: 3 clusters Score -3.529791e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256345 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -35297916.000000 Penalty: 6180.031738
	Iteration 39Q: 3 clusters Score -3.529792e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256366 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -35297900.000000 Penalty: 6180.031738
	Iteration 40F: 3 clusters Score -3.52979e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256384 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -35297892.000000 Penalty: 6180.031738
	Iteration 41Q: 3 clusters Score -3.529789e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256402 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -35297888.000000 Penalty: 6180.031738
	Iteration 42Q: 3 clusters Score -3.529789e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256417 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -35297848.000000 Penalty: 6180.031738
	Iteration 43Q: 3 clusters Score -3.529785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256434 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -35297820.000000 Penalty: 6180.031738
	Iteration 44Q: 3 clusters Score -3.529782e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256451 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -35297812.000000 Penalty: 6180.031738
	Iteration 45Q: 3 clusters Score -3.529781e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256468 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -35297816.000000 Penalty: 6180.031738
	Iteration 46Q: 3 clusters Score -3.529782e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256491 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -35297784.000000 Penalty: 6180.031738
	Iteration 47Q: 3 clusters Score -3.529778e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256508 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -35297784.000000 Penalty: 6180.031738
	Iteration 48Q: 3 clusters Score -3.529778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256517 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -35297816.000000 Penalty: 6180.031738
	Iteration 49Q: 3 clusters Score -3.529782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256525 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -35297788.000000 Penalty: 6180.031738
	Iteration 50Q: 3 clusters Score -3.529779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256533 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -35297768.000000 Penalty: 6180.031738
	Iteration 51Q: 3 clusters Score -3.529777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256542 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -35297768.000000 Penalty: 6180.031738
	Iteration 52Q: 3 clusters Score -3.529777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256548 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -35297768.000000 Penalty: 6180.031738
	Iteration 53Q: 3 clusters Score -3.529777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256556 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -35297756.000000 Penalty: 6180.031738
	Iteration 54Q: 3 clusters Score -3.529776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256561 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -35297784.000000 Penalty: 6180.031738
	Iteration 55Q: 3 clusters Score -3.529778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256571 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -35297772.000000 Penalty: 6180.031738
	Iteration 56Q: 3 clusters Score -3.529777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256578 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -35297752.000000 Penalty: 6180.031738
	Iteration 57Q: 3 clusters Score -3.529775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256583 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -35297748.000000 Penalty: 6180.031738
	Iteration 58Q: 3 clusters Score -3.529775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256587 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -35297736.000000 Penalty: 6180.031738
	Iteration 59Q: 3 clusters Score -3.529774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256591 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -35297740.000000 Penalty: 6180.031738
	Iteration 60F: 3 clusters Score -3.529774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256594 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -35297740.000000 Penalty: 6180.031738
	Iteration 61Q: 3 clusters Score -3.529774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256596 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -35297744.000000 Penalty: 6180.031738
	Iteration 62Q: 3 clusters Score -3.529774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256600 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -35297744.000000 Penalty: 6180.031738
	Iteration 63Q: 3 clusters Score -3.529774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256605 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -35297752.000000 Penalty: 6180.031738
	Iteration 64Q: 3 clusters Score -3.529775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256612 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -35297764.000000 Penalty: 6180.031738
	Iteration 65Q: 3 clusters Score -3.529776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256619 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -35297736.000000 Penalty: 6180.031738
	Iteration 66Q: 3 clusters Score -3.529774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256622 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -35297756.000000 Penalty: 6180.031738
	Iteration 67Q: 3 clusters Score -3.529776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256626 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -35297756.000000 Penalty: 6180.031738
	Iteration 68Q: 3 clusters Score -3.529776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256629 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -35297768.000000 Penalty: 6180.031738
	Iteration 69Q: 3 clusters Score -3.529777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256636 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -35297780.000000 Penalty: 6180.031738
	Iteration 70Q: 3 clusters Score -3.529778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256639 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -35297764.000000 Penalty: 6180.031738
	Iteration 71Q: 3 clusters Score -3.529776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256643 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -35297768.000000 Penalty: 6180.031738
	Iteration 72Q: 3 clusters Score -3.529777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256648 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -35297764.000000 Penalty: 6180.031738
	Iteration 73Q: 3 clusters Score -3.529776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256653 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -35297748.000000 Penalty: 6180.031738
	Iteration 74Q: 3 clusters Score -3.529775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256655 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -35297768.000000 Penalty: 6180.031738
	Iteration 75Q: 3 clusters Score -3.529777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256658 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -35297748.000000 Penalty: 6180.031738
	Iteration 76Q: 3 clusters Score -3.529775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256663 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -35297736.000000 Penalty: 6180.031738
	Iteration 77Q: 3 clusters Score -3.529774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256665 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -35297748.000000 Penalty: 6180.031738
	Iteration 78Q: 3 clusters Score -3.529775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256668 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -35297748.000000 Penalty: 6180.031738
	Iteration 79Q: 3 clusters Score -3.529775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256670 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -35297772.000000 Penalty: 6180.031738
	Iteration 80F: 3 clusters Score -3.529777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256671 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -35297764.000000 Penalty: 6180.031738
	Iteration 81Q: 3 clusters Score -3.529776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256672 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -35297776.000000 Penalty: 6180.031738
	Iteration 82Q: 3 clusters Score -3.529778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256673 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -35297776.000000 Penalty: 6180.031738
	Iteration 83Q: 3 clusters Score -3.529778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256675 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -35297760.000000 Penalty: 6180.031738
	Iteration 84Q: 3 clusters Score -3.529776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256678 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -35297776.000000 Penalty: 6180.031738
	Iteration 85Q: 3 clusters Score -3.529778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256679 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -35297788.000000 Penalty: 6180.031738
	Iteration 86Q: 3 clusters Score -3.529779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256679 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -35297788.000000 Penalty: 6180.031738
	Iteration 87F: 3 clusters Score -3.529779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Entering Unmasked Estep 
Score: -1898486.875000 Penalty: 2359.433838
	Iteration 0F: 2 clusters Score -1898487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1888548.250000 Penalty: 4718.867676
	Iteration 0F: 3 clusters Score -1888548 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1891569.750000 Penalty: 4718.867676
	Iteration 1F: 3 clusters Score -1891570 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1891852.000000 Penalty: 4718.867676
	Iteration 2F: 3 clusters Score -1891852 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1892043.250000 Penalty: 4718.867676
	Iteration 3Q: 3 clusters Score -1892043 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1892178.250000 Penalty: 4718.867676
	Iteration 4Q: 3 clusters Score -1892178 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1892321.125000 Penalty: 4718.867676
	Iteration 5Q: 3 clusters Score -1892321 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1892432.625000 Penalty: 4718.867676
	Iteration 6Q: 3 clusters Score -1892433 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1892516.875000 Penalty: 4718.867676
	Iteration 7Q: 3 clusters Score -1892517 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1892593.000000 Penalty: 4718.867676
	Iteration 8Q: 3 clusters Score -1892593 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1892668.125000 Penalty: 4718.867676
	Iteration 9Q: 3 clusters Score -1892668 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1892752.750000 Penalty: 4718.867676
	Iteration 10Q: 3 clusters Score -1892753 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1892850.125000 Penalty: 4718.867676
	Iteration 11Q: 3 clusters Score -1892850 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1892971.875000 Penalty: 4718.867676
	Iteration 12Q: 3 clusters Score -1892972 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1893128.125000 Penalty: 4718.867676
	Iteration 13Q: 3 clusters Score -1893128 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1893349.125000 Penalty: 4718.867676
	Iteration 14Q: 3 clusters Score -1893349 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1893643.000000 Penalty: 4718.867676
	Iteration 15Q: 3 clusters Score -1893643 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1893992.250000 Penalty: 4718.867676
	Iteration 16Q: 3 clusters Score -1893992 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1894415.875000 Penalty: 4718.867676
	Iteration 17Q: 3 clusters Score -1894416 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1894893.500000 Penalty: 4718.867676
	Iteration 18Q: 3 clusters Score -1894894 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1895359.625000 Penalty: 4718.867676
	Iteration 19Q: 3 clusters Score -1895360 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1895757.750000 Penalty: 4718.867676
	Iteration 20F: 3 clusters Score -1895758 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1896025.000000 Penalty: 4718.867676
	Iteration 21Q: 3 clusters Score -1896025 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1896181.875000 Penalty: 4718.867676
	Iteration 22Q: 3 clusters Score -1896182 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1896254.125000 Penalty: 4718.867676
	Iteration 23Q: 3 clusters Score -1896254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1896308.500000 Penalty: 4718.867676
	Iteration 24Q: 3 clusters Score -1896308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1896348.000000 Penalty: 4718.867676
	Iteration 25Q: 3 clusters Score -1896348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1896388.875000 Penalty: 4718.867676
	Iteration 26Q: 3 clusters Score -1896389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1896411.000000 Penalty: 4718.867676
	Iteration 27Q: 3 clusters Score -1896411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1896423.750000 Penalty: 4718.867676
	Iteration 28Q: 3 clusters Score -1896424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1896434.125000 Penalty: 4718.867676
	Iteration 29Q: 3 clusters Score -1896434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1896447.375000 Penalty: 4718.867676
	Iteration 30Q: 3 clusters Score -1896447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1896453.125000 Penalty: 4718.867676
	Iteration 31Q: 3 clusters Score -1896453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1896454.125000 Penalty: 4718.867676
	Iteration 32Q: 3 clusters Score -1896454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1896456.375000 Penalty: 4718.867676
	Iteration 33Q: 3 clusters Score -1896456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1896456.625000 Penalty: 4718.867676
	Iteration 34Q: 3 clusters Score -1896457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1896456.625000 Penalty: 4718.867676
	Iteration 35F: 3 clusters Score -1896457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62589 members 
Entering Unmasked Estep 
Score: -8444306.000000 Penalty: 2738.997559
	Iteration 0F: 2 clusters Score -8444306 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 31254 members 
Entering Unmasked Estep 
Score: -8402350.000000 Penalty: 5477.995117
	Iteration 0F: 3 clusters Score -8402350 nChanged 29174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -8418302.000000 Penalty: 5477.995117
	Iteration 1F: 3 clusters Score -8418302 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -8418879.000000 Penalty: 5477.995117
	Iteration 2Q: 3 clusters Score -8418879 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -8419501.000000 Penalty: 5477.995117
	Iteration 3Q: 3 clusters Score -8419501 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -8420269.000000 Penalty: 5477.995117
	Iteration 4Q: 3 clusters Score -8420269 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -8421074.000000 Penalty: 5477.995117
	Iteration 5Q: 3 clusters Score -8421074 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -8421949.000000 Penalty: 5477.995117
	Iteration 6Q: 3 clusters Score -8421949 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -8422868.000000 Penalty: 5477.995117
	Iteration 7Q: 3 clusters Score -8422868 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -8423777.000000 Penalty: 5477.995117
	Iteration 8Q: 3 clusters Score -8423777 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -8424617.000000 Penalty: 5477.995117
	Iteration 9Q: 3 clusters Score -8424617 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -8425418.000000 Penalty: 5477.995117
	Iteration 10Q: 3 clusters Score -8425418 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -8426050.000000 Penalty: 5477.995117
	Iteration 11Q: 3 clusters Score -8426050 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -8426538.000000 Penalty: 5477.995117
	Iteration 12Q: 3 clusters Score -8426538 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -8427045.000000 Penalty: 5477.995117
	Iteration 13Q: 3 clusters Score -8427045 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -8427415.000000 Penalty: 5477.995117
	Iteration 14Q: 3 clusters Score -8427415 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -8427722.000000 Penalty: 5477.995117
	Iteration 15Q: 3 clusters Score -8427722 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -8427857.000000 Penalty: 5477.995117
	Iteration 16Q: 3 clusters Score -8427857 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -8428036.000000 Penalty: 5477.995117
	Iteration 17Q: 3 clusters Score -8428036 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -8428147.000000 Penalty: 5477.995117
	Iteration 18Q: 3 clusters Score -8428147 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -8428217.000000 Penalty: 5477.995117
	Iteration 19Q: 3 clusters Score -8428217 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -8428289.000000 Penalty: 5477.995117
	Iteration 20F: 3 clusters Score -8428289 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -8428356.000000 Penalty: 5477.995117
	Iteration 21Q: 3 clusters Score -8428356 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -8428405.000000 Penalty: 5477.995117
	Iteration 22Q: 3 clusters Score -8428405 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -8428431.000000 Penalty: 5477.995117
	Iteration 23Q: 3 clusters Score -8428431 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -8428486.000000 Penalty: 5477.995117
	Iteration 24Q: 3 clusters Score -8428486 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -8428533.000000 Penalty: 5477.995117
	Iteration 25Q: 3 clusters Score -8428533 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -8428560.000000 Penalty: 5477.995117
	Iteration 26Q: 3 clusters Score -8428560 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -8428610.000000 Penalty: 5477.995117
	Iteration 27Q: 3 clusters Score -8428610 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -8428755.000000 Penalty: 5477.995117
	Iteration 28Q: 3 clusters Score -8428755 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -8428928.000000 Penalty: 5477.995117
	Iteration 29Q: 3 clusters Score -8428928 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -8429202.000000 Penalty: 5477.995117
	Iteration 30Q: 3 clusters Score -8429202 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -8429541.000000 Penalty: 5477.995117
	Iteration 31Q: 3 clusters Score -8429541 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -8430004.000000 Penalty: 5477.995117
	Iteration 32Q: 3 clusters Score -8430004 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -8430603.000000 Penalty: 5477.995117
	Iteration 33Q: 3 clusters Score -8430603 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -8431343.000000 Penalty: 5477.995117
	Iteration 34Q: 3 clusters Score -8431343 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -8432288.000000 Penalty: 5477.995117
	Iteration 35Q: 3 clusters Score -8432288 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -8433452.000000 Penalty: 5477.995117
	Iteration 36Q: 3 clusters Score -8433452 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -8434670.000000 Penalty: 5477.995117
	Iteration 37Q: 3 clusters Score -8434670 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -8435817.000000 Penalty: 5477.995117
	Iteration 38Q: 3 clusters Score -8435817 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -8436970.000000 Penalty: 5477.995117
	Iteration 39Q: 3 clusters Score -8436970 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -8438013.000000 Penalty: 5477.995117
	Iteration 40F: 3 clusters Score -8438013 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -8438887.000000 Penalty: 5477.995117
	Iteration 41Q: 3 clusters Score -8438887 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -8439614.000000 Penalty: 5477.995117
	Iteration 42Q: 3 clusters Score -8439614 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -8440181.000000 Penalty: 5477.995117
	Iteration 43Q: 3 clusters Score -8440181 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -8440563.000000 Penalty: 5477.995117
	Iteration 44Q: 3 clusters Score -8440563 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -8440881.000000 Penalty: 5477.995117
	Iteration 45Q: 3 clusters Score -8440881 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56477 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -8441156.000000 Penalty: 5477.995117
	Iteration 46Q: 3 clusters Score -8441156 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -8441380.000000 Penalty: 5477.995117
	Iteration 47Q: 3 clusters Score -8441380 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57511 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -8441564.000000 Penalty: 5477.995117
	Iteration 48Q: 3 clusters Score -8441564 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57907 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -8441678.000000 Penalty: 5477.995117
	Iteration 49Q: 3 clusters Score -8441678 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58226 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -8441810.000000 Penalty: 5477.995117
	Iteration 50Q: 3 clusters Score -8441810 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -8441871.000000 Penalty: 5477.995117
	Iteration 51Q: 3 clusters Score -8441871 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58710 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -8441912.000000 Penalty: 5477.995117
	Iteration 52Q: 3 clusters Score -8441912 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58884 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -8441948.000000 Penalty: 5477.995117
	Iteration 53Q: 3 clusters Score -8441948 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -8442005.000000 Penalty: 5477.995117
	Iteration 54Q: 3 clusters Score -8442005 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -8442022.000000 Penalty: 5477.995117
	Iteration 55Q: 3 clusters Score -8442022 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59249 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -8442059.000000 Penalty: 5477.995117
	Iteration 56Q: 3 clusters Score -8442059 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59355 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -8442067.000000 Penalty: 5477.995117
	Iteration 57Q: 3 clusters Score -8442067 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -8442082.000000 Penalty: 5477.995117
	Iteration 58Q: 3 clusters Score -8442082 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -8442118.000000 Penalty: 5477.995117
	Iteration 59Q: 3 clusters Score -8442118 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59593 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -8442122.000000 Penalty: 5477.995117
	Iteration 60F: 3 clusters Score -8442122 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59652 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -8442135.000000 Penalty: 5477.995117
	Iteration 61Q: 3 clusters Score -8442135 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59710 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -8442146.000000 Penalty: 5477.995117
	Iteration 62Q: 3 clusters Score -8442146 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59768 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -8442161.000000 Penalty: 5477.995117
	Iteration 63Q: 3 clusters Score -8442161 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -8442177.000000 Penalty: 5477.995117
	Iteration 64Q: 3 clusters Score -8442177 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59876 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -8442186.000000 Penalty: 5477.995117
	Iteration 65Q: 3 clusters Score -8442186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59907 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -8442192.000000 Penalty: 5477.995117
	Iteration 66Q: 3 clusters Score -8442192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59927 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -8442195.000000 Penalty: 5477.995117
	Iteration 67Q: 3 clusters Score -8442195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59948 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -8442200.000000 Penalty: 5477.995117
	Iteration 68Q: 3 clusters Score -8442200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59971 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -8442201.000000 Penalty: 5477.995117
	Iteration 69Q: 3 clusters Score -8442201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59984 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -8442218.000000 Penalty: 5477.995117
	Iteration 70Q: 3 clusters Score -8442218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -8442221.000000 Penalty: 5477.995117
	Iteration 71Q: 3 clusters Score -8442221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60004 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -8442225.000000 Penalty: 5477.995117
	Iteration 72Q: 3 clusters Score -8442225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60018 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -8442231.000000 Penalty: 5477.995117
	Iteration 73Q: 3 clusters Score -8442231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60031 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -8442233.000000 Penalty: 5477.995117
	Iteration 74Q: 3 clusters Score -8442233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -8442225.000000 Penalty: 5477.995117
	Iteration 75Q: 3 clusters Score -8442225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -8442218.000000 Penalty: 5477.995117
	Iteration 76Q: 3 clusters Score -8442218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -8442217.000000 Penalty: 5477.995117
	Iteration 77Q: 3 clusters Score -8442217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60110 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -8442225.000000 Penalty: 5477.995117
	Iteration 78Q: 3 clusters Score -8442225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60124 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -8442212.000000 Penalty: 5477.995117
	Iteration 79Q: 3 clusters Score -8442212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -8442221.000000 Penalty: 5477.995117
	Iteration 80F: 3 clusters Score -8442221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60160 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -8442237.000000 Penalty: 5477.995117
	Iteration 81Q: 3 clusters Score -8442237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60182 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -8442256.000000 Penalty: 5477.995117
	Iteration 82Q: 3 clusters Score -8442256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -8442251.000000 Penalty: 5477.995117
	Iteration 83Q: 3 clusters Score -8442251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -8442246.000000 Penalty: 5477.995117
	Iteration 84Q: 3 clusters Score -8442246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60200 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -8442248.000000 Penalty: 5477.995117
	Iteration 85Q: 3 clusters Score -8442248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60204 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8442254.000000 Penalty: 5477.995117
	Iteration 86Q: 3 clusters Score -8442254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60207 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -8442256.000000 Penalty: 5477.995117
	Iteration 87Q: 3 clusters Score -8442256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60208 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -8442255.000000 Penalty: 5477.995117
	Iteration 88Q: 3 clusters Score -8442255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60209 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -8442259.000000 Penalty: 5477.995117
	Iteration 89Q: 3 clusters Score -8442259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60210 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -8442260.000000 Penalty: 5477.995117
	Iteration 90Q: 3 clusters Score -8442260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60210 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -8442260.000000 Penalty: 5477.995117
	Iteration 91F: 3 clusters Score -8442260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Entering Unmasked Estep 
Score: -1066107.125000 Penalty: 2227.394531
	Iteration 0F: 2 clusters Score -1066107 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 4014 members 
Entering Unmasked Estep 
Score: -1059670.500000 Penalty: 4454.789062
	Iteration 0F: 3 clusters Score -1059670 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1061480.625000 Penalty: 4454.789062
	Iteration 1F: 3 clusters Score -1061481 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1061703.625000 Penalty: 4454.789062
	Iteration 2F: 3 clusters Score -1061704 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1061851.375000 Penalty: 4454.789062
	Iteration 3Q: 3 clusters Score -1061851 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1061946.125000 Penalty: 4454.789062
	Iteration 4Q: 3 clusters Score -1061946 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1062024.250000 Penalty: 4454.789062
	Iteration 5Q: 3 clusters Score -1062024 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1062088.625000 Penalty: 4454.789062
	Iteration 6Q: 3 clusters Score -1062089 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1062153.125000 Penalty: 4454.789062
	Iteration 7Q: 3 clusters Score -1062153 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1062228.500000 Penalty: 4454.789062
	Iteration 8Q: 3 clusters Score -1062228 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1062319.625000 Penalty: 4454.789062
	Iteration 9Q: 3 clusters Score -1062320 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1062407.125000 Penalty: 4454.789062
	Iteration 10Q: 3 clusters Score -1062407 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1062522.875000 Penalty: 4454.789062
	Iteration 11Q: 3 clusters Score -1062523 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1062650.125000 Penalty: 4454.789062
	Iteration 12Q: 3 clusters Score -1062650 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1062800.375000 Penalty: 4454.789062
	Iteration 13Q: 3 clusters Score -1062800 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1062948.000000 Penalty: 4454.789062
	Iteration 14Q: 3 clusters Score -1062948 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1063107.750000 Penalty: 4454.789062
	Iteration 15Q: 3 clusters Score -1063108 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1063263.125000 Penalty: 4454.789062
	Iteration 16Q: 3 clusters Score -1063263 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1063424.625000 Penalty: 4454.789062
	Iteration 17Q: 3 clusters Score -1063425 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1063572.750000 Penalty: 4454.789062
	Iteration 18Q: 3 clusters Score -1063573 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1063714.625000 Penalty: 4454.789062
	Iteration 19Q: 3 clusters Score -1063715 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1063836.500000 Penalty: 4454.789062
	Iteration 20F: 3 clusters Score -1063836 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1063924.500000 Penalty: 4454.789062
	Iteration 21Q: 3 clusters Score -1063924 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1063995.375000 Penalty: 4454.789062
	Iteration 22Q: 3 clusters Score -1063995 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1064040.750000 Penalty: 4454.789062
	Iteration 23Q: 3 clusters Score -1064041 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1064079.375000 Penalty: 4454.789062
	Iteration 24Q: 3 clusters Score -1064079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1064095.500000 Penalty: 4454.789062
	Iteration 25Q: 3 clusters Score -1064096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1064105.750000 Penalty: 4454.789062
	Iteration 26Q: 3 clusters Score -1064106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1064112.500000 Penalty: 4454.789062
	Iteration 27Q: 3 clusters Score -1064112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1064125.875000 Penalty: 4454.789062
	Iteration 28Q: 3 clusters Score -1064126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1064130.000000 Penalty: 4454.789062
	Iteration 29Q: 3 clusters Score -1064130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1064132.250000 Penalty: 4454.789062
	Iteration 30Q: 3 clusters Score -1064132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1064135.375000 Penalty: 4454.789062
	Iteration 31Q: 3 clusters Score -1064135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1064136.000000 Penalty: 4454.789062
	Iteration 32Q: 3 clusters Score -1064136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1064136.000000 Penalty: 4454.789062
	Iteration 33F: 3 clusters Score -1064136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (172741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172741 members 
Entering Unmasked Estep 
Score: -23699664.000000 Penalty: 2990.768066
	Iteration 0F: 2 clusters Score -2.369966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86305 members 
Mstep: Class 2 contains 86436 members 
Entering Unmasked Estep 
Score: -23586482.000000 Penalty: 5981.536133
	Iteration 0F: 3 clusters Score -2.358648e+07 nChanged 83079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84270 members 
Mstep: Class 2 contains 88471 members 
Entering Unmasked Estep 
Score: -23635630.000000 Penalty: 5981.536133
	Iteration 1F: 3 clusters Score -2.363563e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82999 members 
Mstep: Class 2 contains 89742 members 
Entering Unmasked Estep 
Score: -23637182.000000 Penalty: 5981.536133
	Iteration 2Q: 3 clusters Score -2.363718e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80895 members 
Mstep: Class 2 contains 91846 members 
Entering Unmasked Estep 
Score: -23639612.000000 Penalty: 5981.536133
	Iteration 3Q: 3 clusters Score -2.363961e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77625 members 
Mstep: Class 2 contains 95116 members 
Entering Unmasked Estep 
Score: -23643648.000000 Penalty: 5981.536133
	Iteration 4Q: 3 clusters Score -2.364365e+07 nChanged 10594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72315 members 
Mstep: Class 2 contains 100426 members 
Entering Unmasked Estep 
Score: -23649974.000000 Penalty: 5981.536133
	Iteration 5F: 3 clusters Score -2.364997e+07 nChanged 12826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64943 members 
Mstep: Class 2 contains 107798 members 
Entering Unmasked Estep 
Score: -23659622.000000 Penalty: 5981.536133
	Iteration 6F: 3 clusters Score -2.365962e+07 nChanged 13828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56391 members 
Mstep: Class 2 contains 116350 members 
Entering Unmasked Estep 
Score: -23672066.000000 Penalty: 5981.536133
	Iteration 7F: 3 clusters Score -2.367207e+07 nChanged 12042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 123404 members 
Entering Unmasked Estep 
Score: -23683420.000000 Penalty: 5981.536133
	Iteration 8F: 3 clusters Score -2.368342e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 127771 members 
Entering Unmasked Estep 
Score: -23689094.000000 Penalty: 5981.536133
	Iteration 9Q: 3 clusters Score -2.368909e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 130914 members 
Entering Unmasked Estep 
Score: -23691818.000000 Penalty: 5981.536133
	Iteration 10Q: 3 clusters Score -2.369182e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 133567 members 
Entering Unmasked Estep 
Score: -23693308.000000 Penalty: 5981.536133
	Iteration 11Q: 3 clusters Score -2.369331e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 136210 members 
Entering Unmasked Estep 
Score: -23694310.000000 Penalty: 5981.536133
	Iteration 12Q: 3 clusters Score -2.369431e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 138739 members 
Entering Unmasked Estep 
Score: -23695102.000000 Penalty: 5981.536133
	Iteration 13Q: 3 clusters Score -2.36951e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 141282 members 
Entering Unmasked Estep 
Score: -23695754.000000 Penalty: 5981.536133
	Iteration 14Q: 3 clusters Score -2.369575e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 143879 members 
Entering Unmasked Estep 
Score: -23696278.000000 Penalty: 5981.536133
	Iteration 15Q: 3 clusters Score -2.369628e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 146445 members 
Entering Unmasked Estep 
Score: -23696706.000000 Penalty: 5981.536133
	Iteration 16Q: 3 clusters Score -2.369671e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 148937 members 
Entering Unmasked Estep 
Score: -23697220.000000 Penalty: 5981.536133
	Iteration 17Q: 3 clusters Score -2.369722e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 151317 members 
Entering Unmasked Estep 
Score: -23697424.000000 Penalty: 5981.536133
	Iteration 18Q: 3 clusters Score -2.369742e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 153617 members 
Entering Unmasked Estep 
Score: -23697778.000000 Penalty: 5981.536133
	Iteration 19Q: 3 clusters Score -2.369778e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 155835 members 
Entering Unmasked Estep 
Score: -23698010.000000 Penalty: 5981.536133
	Iteration 20F: 3 clusters Score -2.369801e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 157902 members 
Entering Unmasked Estep 
Score: -23698488.000000 Penalty: 5981.536133
	Iteration 21Q: 3 clusters Score -2.369849e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 159778 members 
Entering Unmasked Estep 
Score: -23698682.000000 Penalty: 5981.536133
	Iteration 22Q: 3 clusters Score -2.369868e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 161419 members 
Entering Unmasked Estep 
Score: -23698848.000000 Penalty: 5981.536133
	Iteration 23Q: 3 clusters Score -2.369885e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 162902 members 
Entering Unmasked Estep 
Score: -23699038.000000 Penalty: 5981.536133
	Iteration 24Q: 3 clusters Score -2.369904e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 164146 members 
Entering Unmasked Estep 
Score: -23699106.000000 Penalty: 5981.536133
	Iteration 25Q: 3 clusters Score -2.369911e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 165216 members 
Entering Unmasked Estep 
Score: -23699186.000000 Penalty: 5981.536133
	Iteration 26Q: 3 clusters Score -2.369919e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 166139 members 
Entering Unmasked Estep 
Score: -23699252.000000 Penalty: 5981.536133
	Iteration 27Q: 3 clusters Score -2.369925e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 166916 members 
Entering Unmasked Estep 
Score: -23699240.000000 Penalty: 5981.536133
	Iteration 28Q: 3 clusters Score -2.369924e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 167566 members 
Entering Unmasked Estep 
Score: -23699218.000000 Penalty: 5981.536133
	Iteration 29Q: 3 clusters Score -2.369922e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 168085 members 
Entering Unmasked Estep 
Score: -23699184.000000 Penalty: 5981.536133
	Iteration 30Q: 3 clusters Score -2.369918e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 168466 members 
Entering Unmasked Estep 
Score: -23699138.000000 Penalty: 5981.536133
	Iteration 31Q: 3 clusters Score -2.369914e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 168782 members 
Entering Unmasked Estep 
Score: -23699102.000000 Penalty: 5981.536133
	Iteration 32Q: 3 clusters Score -2.36991e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 169029 members 
Entering Unmasked Estep 
Score: -23699126.000000 Penalty: 5981.536133
	Iteration 33Q: 3 clusters Score -2.369913e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 169253 members 
Entering Unmasked Estep 
Score: -23699050.000000 Penalty: 5981.536133
	Iteration 34Q: 3 clusters Score -2.369905e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 169460 members 
Entering Unmasked Estep 
Score: -23699068.000000 Penalty: 5981.536133
	Iteration 35Q: 3 clusters Score -2.369907e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 169632 members 
Entering Unmasked Estep 
Score: -23698992.000000 Penalty: 5981.536133
	Iteration 36Q: 3 clusters Score -2.369899e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 169784 members 
Entering Unmasked Estep 
Score: -23699008.000000 Penalty: 5981.536133
	Iteration 37Q: 3 clusters Score -2.369901e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 169891 members 
Entering Unmasked Estep 
Score: -23699022.000000 Penalty: 5981.536133
	Iteration 38Q: 3 clusters Score -2.369902e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 169979 members 
Entering Unmasked Estep 
Score: -23699050.000000 Penalty: 5981.536133
	Iteration 39Q: 3 clusters Score -2.369905e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 170052 members 
Entering Unmasked Estep 
Score: -23699010.000000 Penalty: 5981.536133
	Iteration 40F: 3 clusters Score -2.369901e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 170115 members 
Entering Unmasked Estep 
Score: -23699026.000000 Penalty: 5981.536133
	Iteration 41Q: 3 clusters Score -2.369903e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 170174 members 
Entering Unmasked Estep 
Score: -23698996.000000 Penalty: 5981.536133
	Iteration 42Q: 3 clusters Score -2.3699e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 170228 members 
Entering Unmasked Estep 
Score: -23698984.000000 Penalty: 5981.536133
	Iteration 43Q: 3 clusters Score -2.369898e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 170269 members 
Entering Unmasked Estep 
Score: -23699002.000000 Penalty: 5981.536133
	Iteration 44Q: 3 clusters Score -2.3699e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 170291 members 
Entering Unmasked Estep 
Score: -23699020.000000 Penalty: 5981.536133
	Iteration 45Q: 3 clusters Score -2.369902e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 170306 members 
Entering Unmasked Estep 
Score: -23699010.000000 Penalty: 5981.536133
	Iteration 46Q: 3 clusters Score -2.369901e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 170321 members 
Entering Unmasked Estep 
Score: -23698982.000000 Penalty: 5981.536133
	Iteration 47Q: 3 clusters Score -2.369898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 170327 members 
Entering Unmasked Estep 
Score: -23698982.000000 Penalty: 5981.536133
	Iteration 48Q: 3 clusters Score -2.369898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 170333 members 
Entering Unmasked Estep 
Score: -23698972.000000 Penalty: 5981.536133
	Iteration 49Q: 3 clusters Score -2.369897e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 170341 members 
Entering Unmasked Estep 
Score: -23698962.000000 Penalty: 5981.536133
	Iteration 50Q: 3 clusters Score -2.369896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 170346 members 
Entering Unmasked Estep 
Score: -23698962.000000 Penalty: 5981.536133
	Iteration 51Q: 3 clusters Score -2.369896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 170351 members 
Entering Unmasked Estep 
Score: -23698982.000000 Penalty: 5981.536133
	Iteration 52Q: 3 clusters Score -2.369898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 170360 members 
Entering Unmasked Estep 
Score: -23698960.000000 Penalty: 5981.536133
	Iteration 53Q: 3 clusters Score -2.369896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 170365 members 
Entering Unmasked Estep 
Score: -23698976.000000 Penalty: 5981.536133
	Iteration 54Q: 3 clusters Score -2.369898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 170371 members 
Entering Unmasked Estep 
Score: -23698968.000000 Penalty: 5981.536133
	Iteration 55Q: 3 clusters Score -2.369897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 170374 members 
Entering Unmasked Estep 
Score: -23698976.000000 Penalty: 5981.536133
	Iteration 56Q: 3 clusters Score -2.369898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 170376 members 
Entering Unmasked Estep 
Score: -23698986.000000 Penalty: 5981.536133
	Iteration 57Q: 3 clusters Score -2.369899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 170378 members 
Entering Unmasked Estep 
Score: -23698986.000000 Penalty: 5981.536133
	Iteration 58Q: 3 clusters Score -2.369899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 170379 members 
Entering Unmasked Estep 
Score: -23698980.000000 Penalty: 5981.536133
	Iteration 59Q: 3 clusters Score -2.369898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 170379 members 
Entering Unmasked Estep 
Score: -23698980.000000 Penalty: 5981.536133
	Iteration 60F: 3 clusters Score -2.369898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (122386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122386 members 
Entering Unmasked Estep 
Score: -16667308.000000 Penalty: 2905.303955
	Iteration 0F: 2 clusters Score -1.666731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61717 members 
Mstep: Class 2 contains 60669 members 
Entering Unmasked Estep 
Score: -16585720.000000 Penalty: 5810.607910
	Iteration 0F: 3 clusters Score -1.658572e+07 nChanged 58153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69116 members 
Mstep: Class 2 contains 53270 members 
Entering Unmasked Estep 
Score: -16621066.000000 Penalty: 5810.607910
	Iteration 1F: 3 clusters Score -1.662107e+07 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -16626411.000000 Penalty: 5810.607910
	Iteration 2F: 3 clusters Score -1.662641e+07 nChanged 10758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81995 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -16636984.000000 Penalty: 5810.607910
	Iteration 3F: 3 clusters Score -1.663698e+07 nChanged 12777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91146 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -16650334.000000 Penalty: 5810.607910
	Iteration 4F: 3 clusters Score -1.665033e+07 nChanged 11128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99176 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -16660870.000000 Penalty: 5810.607910
	Iteration 5F: 3 clusters Score -1.666087e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104882 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -16666421.000000 Penalty: 5810.607910
	Iteration 6F: 3 clusters Score -1.666642e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108790 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -16669296.000000 Penalty: 5810.607910
	Iteration 7Q: 3 clusters Score -1.66693e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111533 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -16670704.000000 Penalty: 5810.607910
	Iteration 8Q: 3 clusters Score -1.66707e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113480 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -16671624.000000 Penalty: 5810.607910
	Iteration 9Q: 3 clusters Score -1.667162e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114886 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -16672092.000000 Penalty: 5810.607910
	Iteration 10Q: 3 clusters Score -1.667209e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115878 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -16672450.000000 Penalty: 5810.607910
	Iteration 11Q: 3 clusters Score -1.667245e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116537 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -16672686.000000 Penalty: 5810.607910
	Iteration 12Q: 3 clusters Score -1.667269e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117009 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -16672837.000000 Penalty: 5810.607910
	Iteration 13Q: 3 clusters Score -1.667284e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117328 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -16672839.000000 Penalty: 5810.607910
	Iteration 14Q: 3 clusters Score -1.667284e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117535 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -16672827.000000 Penalty: 5810.607910
	Iteration 15Q: 3 clusters Score -1.667283e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117692 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -16672861.000000 Penalty: 5810.607910
	Iteration 16Q: 3 clusters Score -1.667286e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117804 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -16672839.000000 Penalty: 5810.607910
	Iteration 17Q: 3 clusters Score -1.667284e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117878 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -16672838.000000 Penalty: 5810.607910
	Iteration 18Q: 3 clusters Score -1.667284e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117934 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -16672850.000000 Penalty: 5810.607910
	Iteration 19Q: 3 clusters Score -1.667285e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117980 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -16672879.000000 Penalty: 5810.607910
	Iteration 20F: 3 clusters Score -1.667288e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118020 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -16672878.000000 Penalty: 5810.607910
	Iteration 21Q: 3 clusters Score -1.667288e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118058 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -16672863.000000 Penalty: 5810.607910
	Iteration 22Q: 3 clusters Score -1.667286e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118080 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -16672873.000000 Penalty: 5810.607910
	Iteration 23Q: 3 clusters Score -1.667287e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118091 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -16672863.000000 Penalty: 5810.607910
	Iteration 24Q: 3 clusters Score -1.667286e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118110 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -16672868.000000 Penalty: 5810.607910
	Iteration 25Q: 3 clusters Score -1.667287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118126 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -16672881.000000 Penalty: 5810.607910
	Iteration 26Q: 3 clusters Score -1.667288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118134 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -16672872.000000 Penalty: 5810.607910
	Iteration 27Q: 3 clusters Score -1.667287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118143 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -16672888.000000 Penalty: 5810.607910
	Iteration 28Q: 3 clusters Score -1.667289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118152 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -16672879.000000 Penalty: 5810.607910
	Iteration 29Q: 3 clusters Score -1.667288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118152 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -16672879.000000 Penalty: 5810.607910
	Iteration 30F: 3 clusters Score -1.667288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 257749 members 
Mstep: Class 3 contains 13546 members 
Mstep: Class 4 contains 62589 members 
Mstep: Class 5 contains 7954 members 
Mstep: Class 6 contains 4234 members 
Mstep: Class 7 contains 172741 members 
Mstep: Class 8 contains 118152 members 
Mstep: Class 9 contains 2603 members 
Mstep: Class 10 contains 20000 members 
Mstep: Class 13 contains 1411 members 
Mstep: Class 16 contains 102096 members 
Mstep: Class 17 contains 26340 members 
Mstep: Class 19 contains 2112 members 
Mstep: Class 23 contains 12935 members 
Entering Unmasked Estep 
Score: -116040760.000000 Penalty: 50824.945312
Splitting cluster 8 changes total score from -116034744.000000 to -116040760.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 9 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -342047.312500 Penalty: 1950.376099
	Iteration 0F: 2 clusters Score -342047.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -339034.250000 Penalty: 3900.752197
	Iteration 0F: 3 clusters Score -339034.2 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -339652.062500 Penalty: 3900.752197
	Iteration 1F: 3 clusters Score -339652.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -339826.781250 Penalty: 3900.752197
	Iteration 2F: 3 clusters Score -339826.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -339927.968750 Penalty: 3900.752197
	Iteration 3Q: 3 clusters Score -339928 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -339996.406250 Penalty: 3900.752197
	Iteration 4Q: 3 clusters Score -339996.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -340046.125000 Penalty: 3900.752197
	Iteration 5Q: 3 clusters Score -340046.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -340097.531250 Penalty: 3900.752197
	Iteration 6Q: 3 clusters Score -340097.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -340151.031250 Penalty: 3900.752197
	Iteration 7Q: 3 clusters Score -340151 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -340203.156250 Penalty: 3900.752197
	Iteration 8Q: 3 clusters Score -340203.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -340252.843750 Penalty: 3900.752197
	Iteration 9Q: 3 clusters Score -340252.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -340285.812500 Penalty: 3900.752197
	Iteration 10Q: 3 clusters Score -340285.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -340312.218750 Penalty: 3900.752197
	Iteration 11Q: 3 clusters Score -340312.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -340338.218750 Penalty: 3900.752197
	Iteration 12Q: 3 clusters Score -340338.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -340366.968750 Penalty: 3900.752197
	Iteration 13Q: 3 clusters Score -340367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -340390.593750 Penalty: 3900.752197
	Iteration 14Q: 3 clusters Score -340390.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -340407.468750 Penalty: 3900.752197
	Iteration 15Q: 3 clusters Score -340407.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -340421.250000 Penalty: 3900.752197
	Iteration 16Q: 3 clusters Score -340421.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -340438.843750 Penalty: 3900.752197
	Iteration 17Q: 3 clusters Score -340438.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -340451.500000 Penalty: 3900.752197
	Iteration 18Q: 3 clusters Score -340451.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -340463.593750 Penalty: 3900.752197
	Iteration 19Q: 3 clusters Score -340463.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -340474.000000 Penalty: 3900.752197
	Iteration 20F: 3 clusters Score -340474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -340485.468750 Penalty: 3900.752197
	Iteration 21Q: 3 clusters Score -340485.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -340496.218750 Penalty: 3900.752197
	Iteration 22Q: 3 clusters Score -340496.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -340503.437500 Penalty: 3900.752197
	Iteration 23Q: 3 clusters Score -340503.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -340513.312500 Penalty: 3900.752197
	Iteration 24Q: 3 clusters Score -340513.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -340524.375000 Penalty: 3900.752197
	Iteration 25Q: 3 clusters Score -340524.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -340535.062500 Penalty: 3900.752197
	Iteration 26Q: 3 clusters Score -340535.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -340545.218750 Penalty: 3900.752197
	Iteration 27Q: 3 clusters Score -340545.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -340551.281250 Penalty: 3900.752197
	Iteration 28Q: 3 clusters Score -340551.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -340554.531250 Penalty: 3900.752197
	Iteration 29Q: 3 clusters Score -340554.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -340555.312500 Penalty: 3900.752197
	Iteration 30Q: 3 clusters Score -340555.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -340555.875000 Penalty: 3900.752197
	Iteration 31Q: 3 clusters Score -340555.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -340556.750000 Penalty: 3900.752197
	Iteration 32Q: 3 clusters Score -340556.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -340557.218750 Penalty: 3900.752197
	Iteration 33Q: 3 clusters Score -340557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -340557.968750 Penalty: 3900.752197
	Iteration 34Q: 3 clusters Score -340558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -340557.968750 Penalty: 3900.752197
	Iteration 35F: 3 clusters Score -340558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Entering Unmasked Estep 
Score: -2811217.500000 Penalty: 2456.064941
	Iteration 0F: 2 clusters Score -2811218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2797117.500000 Penalty: 4912.129883
	Iteration 0F: 3 clusters Score -2797118 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2801749.250000 Penalty: 4912.129883
	Iteration 1F: 3 clusters Score -2801749 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2802106.750000 Penalty: 4912.129883
	Iteration 2Q: 3 clusters Score -2802107 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2802430.250000 Penalty: 4912.129883
	Iteration 3Q: 3 clusters Score -2802430 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2802735.500000 Penalty: 4912.129883
	Iteration 4Q: 3 clusters Score -2802736 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2803041.750000 Penalty: 4912.129883
	Iteration 5Q: 3 clusters Score -2803042 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2803369.750000 Penalty: 4912.129883
	Iteration 6Q: 3 clusters Score -2803370 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2803762.750000 Penalty: 4912.129883
	Iteration 7Q: 3 clusters Score -2803763 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2804287.000000 Penalty: 4912.129883
	Iteration 8Q: 3 clusters Score -2804287 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2804938.750000 Penalty: 4912.129883
	Iteration 9F: 3 clusters Score -2804939 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2805656.000000 Penalty: 4912.129883
	Iteration 10F: 3 clusters Score -2805656 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2806391.750000 Penalty: 4912.129883
	Iteration 11F: 3 clusters Score -2806392 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2807044.000000 Penalty: 4912.129883
	Iteration 12Q: 3 clusters Score -2807044 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2807542.500000 Penalty: 4912.129883
	Iteration 13Q: 3 clusters Score -2807542 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2807907.000000 Penalty: 4912.129883
	Iteration 14Q: 3 clusters Score -2807907 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2808108.250000 Penalty: 4912.129883
	Iteration 15Q: 3 clusters Score -2808108 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2808242.250000 Penalty: 4912.129883
	Iteration 16Q: 3 clusters Score -2808242 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2808340.750000 Penalty: 4912.129883
	Iteration 17Q: 3 clusters Score -2808341 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2808439.750000 Penalty: 4912.129883
	Iteration 18Q: 3 clusters Score -2808440 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2808528.500000 Penalty: 4912.129883
	Iteration 19Q: 3 clusters Score -2808528 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2808612.250000 Penalty: 4912.129883
	Iteration 20F: 3 clusters Score -2808612 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2808680.250000 Penalty: 4912.129883
	Iteration 21Q: 3 clusters Score -2808680 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2808738.000000 Penalty: 4912.129883
	Iteration 22Q: 3 clusters Score -2808738 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2808773.500000 Penalty: 4912.129883
	Iteration 23Q: 3 clusters Score -2808774 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2808820.000000 Penalty: 4912.129883
	Iteration 24Q: 3 clusters Score -2808820 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2808871.000000 Penalty: 4912.129883
	Iteration 25Q: 3 clusters Score -2808871 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2808906.750000 Penalty: 4912.129883
	Iteration 26Q: 3 clusters Score -2808907 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2808937.000000 Penalty: 4912.129883
	Iteration 27Q: 3 clusters Score -2808937 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2808963.500000 Penalty: 4912.129883
	Iteration 28Q: 3 clusters Score -2808964 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2808988.500000 Penalty: 4912.129883
	Iteration 29Q: 3 clusters Score -2808988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2809003.750000 Penalty: 4912.129883
	Iteration 30Q: 3 clusters Score -2809004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2809019.250000 Penalty: 4912.129883
	Iteration 31Q: 3 clusters Score -2809019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2809024.750000 Penalty: 4912.129883
	Iteration 32Q: 3 clusters Score -2809025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2809030.250000 Penalty: 4912.129883
	Iteration 33Q: 3 clusters Score -2809030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2809031.750000 Penalty: 4912.129883
	Iteration 34Q: 3 clusters Score -2809032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2809029.000000 Penalty: 4912.129883
	Iteration 35Q: 3 clusters Score -2809029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2809038.500000 Penalty: 4912.129883
	Iteration 36Q: 3 clusters Score -2809038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2809043.500000 Penalty: 4912.129883
	Iteration 37Q: 3 clusters Score -2809044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2809047.000000 Penalty: 4912.129883
	Iteration 38Q: 3 clusters Score -2809047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2809057.500000 Penalty: 4912.129883
	Iteration 39Q: 3 clusters Score -2809058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2809057.750000 Penalty: 4912.129883
	Iteration 40F: 3 clusters Score -2809058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2809061.750000 Penalty: 4912.129883
	Iteration 41Q: 3 clusters Score -2809062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2809068.500000 Penalty: 4912.129883
	Iteration 42Q: 3 clusters Score -2809068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2809080.750000 Penalty: 4912.129883
	Iteration 43Q: 3 clusters Score -2809081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2809087.500000 Penalty: 4912.129883
	Iteration 44Q: 3 clusters Score -2809088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2809090.250000 Penalty: 4912.129883
	Iteration 45Q: 3 clusters Score -2809090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2809099.500000 Penalty: 4912.129883
	Iteration 46Q: 3 clusters Score -2809100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2809103.000000 Penalty: 4912.129883
	Iteration 47Q: 3 clusters Score -2809103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2809112.750000 Penalty: 4912.129883
	Iteration 48Q: 3 clusters Score -2809113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2809126.750000 Penalty: 4912.129883
	Iteration 49Q: 3 clusters Score -2809127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2809132.500000 Penalty: 4912.129883
	Iteration 50Q: 3 clusters Score -2809132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2809138.500000 Penalty: 4912.129883
	Iteration 51Q: 3 clusters Score -2809138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -2809143.000000 Penalty: 4912.129883
	Iteration 52Q: 3 clusters Score -2809143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2809148.500000 Penalty: 4912.129883
	Iteration 53Q: 3 clusters Score -2809148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2809153.000000 Penalty: 4912.129883
	Iteration 54Q: 3 clusters Score -2809153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2809165.000000 Penalty: 4912.129883
	Iteration 55Q: 3 clusters Score -2809165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2809169.500000 Penalty: 4912.129883
	Iteration 56Q: 3 clusters Score -2809170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2809174.750000 Penalty: 4912.129883
	Iteration 57Q: 3 clusters Score -2809175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2809172.750000 Penalty: 4912.129883
	Iteration 58Q: 3 clusters Score -2809173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2809179.750000 Penalty: 4912.129883
	Iteration 59Q: 3 clusters Score -2809180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2809182.250000 Penalty: 4912.129883
	Iteration 60F: 3 clusters Score -2809182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2809184.750000 Penalty: 4912.129883
	Iteration 61Q: 3 clusters Score -2809185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2809184.750000 Penalty: 4912.129883
	Iteration 62Q: 3 clusters Score -2809185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2809188.250000 Penalty: 4912.129883
	Iteration 63Q: 3 clusters Score -2809188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2809182.750000 Penalty: 4912.129883
	Iteration 64Q: 3 clusters Score -2809183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2809182.750000 Penalty: 4912.129883
	Iteration 65Q: 3 clusters Score -2809183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2809184.500000 Penalty: 4912.129883
	Iteration 66Q: 3 clusters Score -2809184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2809188.250000 Penalty: 4912.129883
	Iteration 67Q: 3 clusters Score -2809188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -2809188.250000 Penalty: 4912.129883
	Iteration 68Q: 3 clusters Score -2809188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2809188.500000 Penalty: 4912.129883
	Iteration 69Q: 3 clusters Score -2809188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2809188.750000 Penalty: 4912.129883
	Iteration 70Q: 3 clusters Score -2809189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2809188.750000 Penalty: 4912.129883
	Iteration 71F: 3 clusters Score -2809189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -175002.343750 Penalty: 1798.509277
	Iteration 0F: 2 clusters Score -175002.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -172902.281250 Penalty: 3597.018555
	Iteration 0F: 3 clusters Score -172902.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -173443.640625 Penalty: 3597.018555
	Iteration 1F: 3 clusters Score -173443.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -173862.937500 Penalty: 3597.018555
	Iteration 2F: 3 clusters Score -173862.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -174517.375000 Penalty: 3597.018555
	Iteration 3F: 3 clusters Score -174517.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -175418.703125 Penalty: 3597.018555
	Iteration 4F: 3 clusters Score -175418.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -175953.250000 Penalty: 3597.018555
	Iteration 5F: 3 clusters Score -175953.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -176316.984375 Penalty: 3597.018555
	Iteration 6Q: 3 clusters Score -176317 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -176524.843750 Penalty: 3597.018555
	Iteration 7Q: 3 clusters Score -176524.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -176667.515625 Penalty: 3597.018555
	Iteration 8Q: 3 clusters Score -176667.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -176807.750000 Penalty: 3597.018555
	Iteration 9Q: 3 clusters Score -176807.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -176844.218750 Penalty: 3597.018555
	Iteration 10Q: 3 clusters Score -176844.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -176849.312500 Penalty: 3597.018555
	Iteration 11Q: 3 clusters Score -176849.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -176849.312500 Penalty: 3597.018555
	Iteration 12F: 3 clusters Score -176849.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 257749 members 
Mstep: Class 3 contains 13546 members 
Mstep: Class 4 contains 62589 members 
Mstep: Class 5 contains 7954 members 
Mstep: Class 6 contains 4234 members 
Mstep: Class 7 contains 172741 members 
Mstep: Class 8 contains 118152 members 
Mstep: Class 9 contains 2603 members 
Mstep: Class 10 contains 20000 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 16 contains 102096 members 
Mstep: Class 17 contains 26340 members 
Mstep: Class 19 contains 2112 members 
Mstep: Class 23 contains 12935 members 
Entering Unmasked Estep 
Score: -116041120.000000 Penalty: 54213.273438
Splitting cluster 13 changes total score from -116034744.000000 to -116041120.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 16 (102096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102096 members 
Entering Unmasked Estep 
Score: -14125697.000000 Penalty: 2860.349854
	Iteration 0F: 2 clusters Score -1.41257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -14057291.000000 Penalty: 5720.699707
	Iteration 0F: 3 clusters Score -1.405729e+07 nChanged 48407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -14084783.000000 Penalty: 5720.699707
	Iteration 1F: 3 clusters Score -1.408478e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 53433 members 
Entering Unmasked Estep 
Score: -14085687.000000 Penalty: 5720.699707
	Iteration 2Q: 3 clusters Score -1.408569e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -14086576.000000 Penalty: 5720.699707
	Iteration 3Q: 3 clusters Score -1.408658e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 56195 members 
Entering Unmasked Estep 
Score: -14087802.000000 Penalty: 5720.699707
	Iteration 4Q: 3 clusters Score -1.40878e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 58580 members 
Entering Unmasked Estep 
Score: -14089626.000000 Penalty: 5720.699707
	Iteration 5Q: 3 clusters Score -1.408963e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 61882 members 
Entering Unmasked Estep 
Score: -14092308.000000 Penalty: 5720.699707
	Iteration 6Q: 3 clusters Score -1.409231e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 66189 members 
Entering Unmasked Estep 
Score: -14096271.000000 Penalty: 5720.699707
	Iteration 7F: 3 clusters Score -1.409627e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 71143 members 
Entering Unmasked Estep 
Score: -14101030.000000 Penalty: 5720.699707
	Iteration 8F: 3 clusters Score -1.410103e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 76133 members 
Entering Unmasked Estep 
Score: -14106023.000000 Penalty: 5720.699707
	Iteration 9F: 3 clusters Score -1.410602e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 80524 members 
Entering Unmasked Estep 
Score: -14110371.000000 Penalty: 5720.699707
	Iteration 10F: 3 clusters Score -1.411037e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 84037 members 
Entering Unmasked Estep 
Score: -14113600.000000 Penalty: 5720.699707
	Iteration 11Q: 3 clusters Score -1.41136e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 86864 members 
Entering Unmasked Estep 
Score: -14116033.000000 Penalty: 5720.699707
	Iteration 12Q: 3 clusters Score -1.411603e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 89087 members 
Entering Unmasked Estep 
Score: -14117699.000000 Penalty: 5720.699707
	Iteration 13Q: 3 clusters Score -1.41177e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 90864 members 
Entering Unmasked Estep 
Score: -14118855.000000 Penalty: 5720.699707
	Iteration 14Q: 3 clusters Score -1.411886e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 92301 members 
Entering Unmasked Estep 
Score: -14119645.000000 Penalty: 5720.699707
	Iteration 15Q: 3 clusters Score -1.411964e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 93513 members 
Entering Unmasked Estep 
Score: -14120268.000000 Penalty: 5720.699707
	Iteration 16Q: 3 clusters Score -1.412027e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 94518 members 
Entering Unmasked Estep 
Score: -14120809.000000 Penalty: 5720.699707
	Iteration 17Q: 3 clusters Score -1.412081e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 95359 members 
Entering Unmasked Estep 
Score: -14121083.000000 Penalty: 5720.699707
	Iteration 18Q: 3 clusters Score -1.412108e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 96064 members 
Entering Unmasked Estep 
Score: -14121419.000000 Penalty: 5720.699707
	Iteration 19Q: 3 clusters Score -1.412142e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 96690 members 
Entering Unmasked Estep 
Score: -14121638.000000 Penalty: 5720.699707
	Iteration 20F: 3 clusters Score -1.412164e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 97231 members 
Entering Unmasked Estep 
Score: -14121824.000000 Penalty: 5720.699707
	Iteration 21Q: 3 clusters Score -1.412182e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 97668 members 
Entering Unmasked Estep 
Score: -14121995.000000 Penalty: 5720.699707
	Iteration 22Q: 3 clusters Score -1.4122e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 98071 members 
Entering Unmasked Estep 
Score: -14122166.000000 Penalty: 5720.699707
	Iteration 23Q: 3 clusters Score -1.412217e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 98441 members 
Entering Unmasked Estep 
Score: -14122366.000000 Penalty: 5720.699707
	Iteration 24Q: 3 clusters Score -1.412237e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 98794 members 
Entering Unmasked Estep 
Score: -14122512.000000 Penalty: 5720.699707
	Iteration 25Q: 3 clusters Score -1.412251e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 99096 members 
Entering Unmasked Estep 
Score: -14122636.000000 Penalty: 5720.699707
	Iteration 26Q: 3 clusters Score -1.412264e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 99347 members 
Entering Unmasked Estep 
Score: -14122749.000000 Penalty: 5720.699707
	Iteration 27Q: 3 clusters Score -1.412275e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 99580 members 
Entering Unmasked Estep 
Score: -14122832.000000 Penalty: 5720.699707
	Iteration 28Q: 3 clusters Score -1.412283e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 99771 members 
Entering Unmasked Estep 
Score: -14122874.000000 Penalty: 5720.699707
	Iteration 29Q: 3 clusters Score -1.412287e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 99921 members 
Entering Unmasked Estep 
Score: -14122924.000000 Penalty: 5720.699707
	Iteration 30Q: 3 clusters Score -1.412292e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 100069 members 
Entering Unmasked Estep 
Score: -14122985.000000 Penalty: 5720.699707
	Iteration 31Q: 3 clusters Score -1.412298e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 100185 members 
Entering Unmasked Estep 
Score: -14123011.000000 Penalty: 5720.699707
	Iteration 32Q: 3 clusters Score -1.412301e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 100295 members 
Entering Unmasked Estep 
Score: -14123070.000000 Penalty: 5720.699707
	Iteration 33Q: 3 clusters Score -1.412307e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 100395 members 
Entering Unmasked Estep 
Score: -14123091.000000 Penalty: 5720.699707
	Iteration 34Q: 3 clusters Score -1.412309e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 100462 members 
Entering Unmasked Estep 
Score: -14123110.000000 Penalty: 5720.699707
	Iteration 35Q: 3 clusters Score -1.412311e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 100520 members 
Entering Unmasked Estep 
Score: -14123131.000000 Penalty: 5720.699707
	Iteration 36Q: 3 clusters Score -1.412313e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 100564 members 
Entering Unmasked Estep 
Score: -14123156.000000 Penalty: 5720.699707
	Iteration 37Q: 3 clusters Score -1.412316e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 100607 members 
Entering Unmasked Estep 
Score: -14123166.000000 Penalty: 5720.699707
	Iteration 38Q: 3 clusters Score -1.412317e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 100643 members 
Entering Unmasked Estep 
Score: -14123184.000000 Penalty: 5720.699707
	Iteration 39Q: 3 clusters Score -1.412318e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 100681 members 
Entering Unmasked Estep 
Score: -14123193.000000 Penalty: 5720.699707
	Iteration 40F: 3 clusters Score -1.412319e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 100708 members 
Entering Unmasked Estep 
Score: -14123204.000000 Penalty: 5720.699707
	Iteration 41Q: 3 clusters Score -1.41232e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 100727 members 
Entering Unmasked Estep 
Score: -14123217.000000 Penalty: 5720.699707
	Iteration 42Q: 3 clusters Score -1.412322e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 100744 members 
Entering Unmasked Estep 
Score: -14123231.000000 Penalty: 5720.699707
	Iteration 43Q: 3 clusters Score -1.412323e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 100762 members 
Entering Unmasked Estep 
Score: -14123243.000000 Penalty: 5720.699707
	Iteration 44Q: 3 clusters Score -1.412324e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 100777 members 
Entering Unmasked Estep 
Score: -14123242.000000 Penalty: 5720.699707
	Iteration 45Q: 3 clusters Score -1.412324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 100784 members 
Entering Unmasked Estep 
Score: -14123248.000000 Penalty: 5720.699707
	Iteration 46Q: 3 clusters Score -1.412325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 100786 members 
Entering Unmasked Estep 
Score: -14123252.000000 Penalty: 5720.699707
	Iteration 47Q: 3 clusters Score -1.412325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 100788 members 
Entering Unmasked Estep 
Score: -14123257.000000 Penalty: 5720.699707
	Iteration 48Q: 3 clusters Score -1.412326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 100791 members 
Entering Unmasked Estep 
Score: -14123259.000000 Penalty: 5720.699707
	Iteration 49Q: 3 clusters Score -1.412326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 100794 members 
Entering Unmasked Estep 
Score: -14123265.000000 Penalty: 5720.699707
	Iteration 50Q: 3 clusters Score -1.412326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 100800 members 
Entering Unmasked Estep 
Score: -14123259.000000 Penalty: 5720.699707
	Iteration 51Q: 3 clusters Score -1.412326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 100806 members 
Entering Unmasked Estep 
Score: -14123280.000000 Penalty: 5720.699707
	Iteration 52Q: 3 clusters Score -1.412328e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 100818 members 
Entering Unmasked Estep 
Score: -14123265.000000 Penalty: 5720.699707
	Iteration 53Q: 3 clusters Score -1.412326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 100828 members 
Entering Unmasked Estep 
Score: -14123280.000000 Penalty: 5720.699707
	Iteration 54Q: 3 clusters Score -1.412328e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 100838 members 
Entering Unmasked Estep 
Score: -14123269.000000 Penalty: 5720.699707
	Iteration 55Q: 3 clusters Score -1.412327e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 100846 members 
Entering Unmasked Estep 
Score: -14123272.000000 Penalty: 5720.699707
	Iteration 56Q: 3 clusters Score -1.412327e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 100858 members 
Entering Unmasked Estep 
Score: -14123260.000000 Penalty: 5720.699707
	Iteration 57Q: 3 clusters Score -1.412326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 100868 members 
Entering Unmasked Estep 
Score: -14123266.000000 Penalty: 5720.699707
	Iteration 58Q: 3 clusters Score -1.412327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 100876 members 
Entering Unmasked Estep 
Score: -14123266.000000 Penalty: 5720.699707
	Iteration 59Q: 3 clusters Score -1.412327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 100881 members 
Entering Unmasked Estep 
Score: -14123269.000000 Penalty: 5720.699707
	Iteration 60F: 3 clusters Score -1.412327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 100885 members 
Entering Unmasked Estep 
Score: -14123274.000000 Penalty: 5720.699707
	Iteration 61Q: 3 clusters Score -1.412327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 100885 members 
Entering Unmasked Estep 
Score: -14123272.000000 Penalty: 5720.699707
	Iteration 62Q: 3 clusters Score -1.412327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 100885 members 
Entering Unmasked Estep 
Score: -14123272.000000 Penalty: 5720.699707
	Iteration 63F: 3 clusters Score -1.412327e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Entering Unmasked Estep 
Score: -3683538.250000 Penalty: 2524.353516
	Iteration 0F: 2 clusters Score -3683538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3665289.750000 Penalty: 5048.707031
	Iteration 0F: 3 clusters Score -3665290 nChanged 11885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -3671744.500000 Penalty: 5048.707031
	Iteration 1F: 3 clusters Score -3671744 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -3672215.250000 Penalty: 5048.707031
	Iteration 2Q: 3 clusters Score -3672215 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -3672643.500000 Penalty: 5048.707031
	Iteration 3Q: 3 clusters Score -3672644 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3673026.750000 Penalty: 5048.707031
	Iteration 4Q: 3 clusters Score -3673027 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3673453.750000 Penalty: 5048.707031
	Iteration 5Q: 3 clusters Score -3673454 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3673945.750000 Penalty: 5048.707031
	Iteration 6Q: 3 clusters Score -3673946 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -3674515.250000 Penalty: 5048.707031
	Iteration 7Q: 3 clusters Score -3674515 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -3675293.750000 Penalty: 5048.707031
	Iteration 8Q: 3 clusters Score -3675294 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -3676191.500000 Penalty: 5048.707031
	Iteration 9F: 3 clusters Score -3676192 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3677178.500000 Penalty: 5048.707031
	Iteration 10F: 3 clusters Score -3677178 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -3678078.500000 Penalty: 5048.707031
	Iteration 11F: 3 clusters Score -3678078 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -3678624.750000 Penalty: 5048.707031
	Iteration 12Q: 3 clusters Score -3678625 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3678868.000000 Penalty: 5048.707031
	Iteration 13Q: 3 clusters Score -3678868 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -3678975.500000 Penalty: 5048.707031
	Iteration 14Q: 3 clusters Score -3678976 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -3679031.250000 Penalty: 5048.707031
	Iteration 15Q: 3 clusters Score -3679031 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3679071 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -3679108.000000 Penalty: 5048.707031
	Iteration 17Q: 3 clusters Score -3679108 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -3679139.500000 Penalty: 5048.707031
	Iteration 18Q: 3 clusters Score -3679140 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -3679161.250000 Penalty: 5048.707031
	Iteration 19Q: 3 clusters Score -3679161 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -3679181.250000 Penalty: 5048.707031
	Iteration 20F: 3 clusters Score -3679181 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -3679205.500000 Penalty: 5048.707031
	Iteration 21Q: 3 clusters Score -3679206 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -3679214.250000 Penalty: 5048.707031
	Iteration 22Q: 3 clusters Score -3679214 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -3679224.000000 Penalty: 5048.707031
	Iteration 23Q: 3 clusters Score -3679224 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -3679234.750000 Penalty: 5048.707031
	Iteration 24Q: 3 clusters Score -3679235 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -3679244.000000 Penalty: 5048.707031
	Iteration 25Q: 3 clusters Score -3679244 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -3679235.500000 Penalty: 5048.707031
	Iteration 26Q: 3 clusters Score -3679236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -3679255.000000 Penalty: 5048.707031
	Iteration 27Q: 3 clusters Score -3679255 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -3679254.500000 Penalty: 5048.707031
	Iteration 28Q: 3 clusters Score -3679254 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -3679264.750000 Penalty: 5048.707031
	Iteration 29Q: 3 clusters Score -3679265 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3679289.250000 Penalty: 5048.707031
	Iteration 30Q: 3 clusters Score -3679289 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -3679296.000000 Penalty: 5048.707031
	Iteration 31Q: 3 clusters Score -3679296 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -3679299.000000 Penalty: 5048.707031
	Iteration 32Q: 3 clusters Score -3679299 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -3679301.000000 Penalty: 5048.707031
	Iteration 33Q: 3 clusters Score -3679301 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -3679298.500000 Penalty: 5048.707031
	Iteration 34Q: 3 clusters Score -3679298 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3679321.250000 Penalty: 5048.707031
	Iteration 35Q: 3 clusters Score -3679321 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -3679318.250000 Penalty: 5048.707031
	Iteration 36Q: 3 clusters Score -3679318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -3679311.750000 Penalty: 5048.707031
	Iteration 37Q: 3 clusters Score -3679312 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -3679334.000000 Penalty: 5048.707031
	Iteration 38Q: 3 clusters Score -3679334 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -3679332.250000 Penalty: 5048.707031
	Iteration 39Q: 3 clusters Score -3679332 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -3679341.000000 Penalty: 5048.707031
	Iteration 40F: 3 clusters Score -3679341 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -3679353.500000 Penalty: 5048.707031
	Iteration 41Q: 3 clusters Score -3679354 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -3679362.000000 Penalty: 5048.707031
	Iteration 42Q: 3 clusters Score -3679362 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -3679374.750000 Penalty: 5048.707031
	Iteration 43Q: 3 clusters Score -3679375 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -3679394.250000 Penalty: 5048.707031
	Iteration 44Q: 3 clusters Score -3679394 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -3679403.750000 Penalty: 5048.707031
	Iteration 45Q: 3 clusters Score -3679404 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -3679430.750000 Penalty: 5048.707031
	Iteration 46Q: 3 clusters Score -3679431 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -3679452.750000 Penalty: 5048.707031
	Iteration 47Q: 3 clusters Score -3679453 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -3679464.750000 Penalty: 5048.707031
	Iteration 48Q: 3 clusters Score -3679465 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -3679490.500000 Penalty: 5048.707031
	Iteration 49Q: 3 clusters Score -3679490 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -3679497.000000 Penalty: 5048.707031
	Iteration 50Q: 3 clusters Score -3679497 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -3679498.750000 Penalty: 5048.707031
	Iteration 51Q: 3 clusters Score -3679499 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -3679512.250000 Penalty: 5048.707031
	Iteration 52Q: 3 clusters Score -3679512 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -3679527.500000 Penalty: 5048.707031
	Iteration 53Q: 3 clusters Score -3679528 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -3679547.750000 Penalty: 5048.707031
	Iteration 54Q: 3 clusters Score -3679548 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -3679551.750000 Penalty: 5048.707031
	Iteration 55Q: 3 clusters Score -3679552 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -3679569.750000 Penalty: 5048.707031
	Iteration 56Q: 3 clusters Score -3679570 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -3679569.250000 Penalty: 5048.707031
	Iteration 57Q: 3 clusters Score -3679569 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -3679588.500000 Penalty: 5048.707031
	Iteration 58Q: 3 clusters Score -3679588 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -3679595.750000 Penalty: 5048.707031
	Iteration 59Q: 3 clusters Score -3679596 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -3679615.000000 Penalty: 5048.707031
	Iteration 60F: 3 clusters Score -3679615 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -3679632.750000 Penalty: 5048.707031
	Iteration 61Q: 3 clusters Score -3679633 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -3679637.000000 Penalty: 5048.707031
	Iteration 62Q: 3 clusters Score -3679637 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3679650.250000 Penalty: 5048.707031
	Iteration 63Q: 3 clusters Score -3679650 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3679656.000000 Penalty: 5048.707031
	Iteration 64Q: 3 clusters Score -3679656 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -3679663.000000 Penalty: 5048.707031
	Iteration 65Q: 3 clusters Score -3679663 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -3679675.250000 Penalty: 5048.707031
	Iteration 66Q: 3 clusters Score -3679675 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -3679664.000000 Penalty: 5048.707031
	Iteration 67Q: 3 clusters Score -3679664 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -3679683.250000 Penalty: 5048.707031
	Iteration 68Q: 3 clusters Score -3679683 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -3679696.250000 Penalty: 5048.707031
	Iteration 69Q: 3 clusters Score -3679696 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -3679708.750000 Penalty: 5048.707031
	Iteration 70Q: 3 clusters Score -3679709 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -3679707.000000 Penalty: 5048.707031
	Iteration 71Q: 3 clusters Score -3679707 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3679711.750000 Penalty: 5048.707031
	Iteration 72Q: 3 clusters Score -3679712 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -3679725.000000 Penalty: 5048.707031
	Iteration 73Q: 3 clusters Score -3679725 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -3679738.000000 Penalty: 5048.707031
	Iteration 74Q: 3 clusters Score -3679738 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -3679730.000000 Penalty: 5048.707031
	Iteration 75Q: 3 clusters Score -3679730 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -3679741.000000 Penalty: 5048.707031
	Iteration 76Q: 3 clusters Score -3679741 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -3679753.000000 Penalty: 5048.707031
	Iteration 77Q: 3 clusters Score -3679753 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -3679779.250000 Penalty: 5048.707031
	Iteration 78Q: 3 clusters Score -3679779 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -3679786.750000 Penalty: 5048.707031
	Iteration 79Q: 3 clusters Score -3679787 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -3679798.250000 Penalty: 5048.707031
	Iteration 80F: 3 clusters Score -3679798 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -3679816.500000 Penalty: 5048.707031
	Iteration 81Q: 3 clusters Score -3679816 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -3679823.000000 Penalty: 5048.707031
	Iteration 82Q: 3 clusters Score -3679823 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3679823 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -3679838.750000 Penalty: 5048.707031
	Iteration 84Q: 3 clusters Score -3679839 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
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Entering Unmasked Estep 
Score: -3679846.250000 Penalty: 5048.707031
	Iteration 85Q: 3 clusters Score -3679846 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -3679844.000000 Penalty: 5048.707031
	Iteration 86Q: 3 clusters Score -3679844 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -3679866.250000 Penalty: 5048.707031
	Iteration 87Q: 3 clusters Score -3679866 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -3679870.250000 Penalty: 5048.707031
	Iteration 88Q: 3 clusters Score -3679870 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -3679884.000000 Penalty: 5048.707031
	Iteration 89Q: 3 clusters Score -3679884 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -3679904.000000 Penalty: 5048.707031
	Iteration 90Q: 3 clusters Score -3679904 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -3679926.750000 Penalty: 5048.707031
	Iteration 91Q: 3 clusters Score -3679927 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -3679933.250000 Penalty: 5048.707031
	Iteration 92Q: 3 clusters Score -3679933 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -3679956.500000 Penalty: 5048.707031
	Iteration 93Q: 3 clusters Score -3679956 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -3679975.250000 Penalty: 5048.707031
	Iteration 94Q: 3 clusters Score -3679975 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -3679995.500000 Penalty: 5048.707031
	Iteration 95Q: 3 clusters Score -3679996 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -3679992.750000 Penalty: 5048.707031
	Iteration 96Q: 3 clusters Score -3679993 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -3680006.250000 Penalty: 5048.707031
	Iteration 97Q: 3 clusters Score -3680006 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -3680020.500000 Penalty: 5048.707031
	Iteration 98Q: 3 clusters Score -3680020 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 7020 members 
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Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 6929 members 
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Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19729 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20280 members 
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Mstep: Class 2 contains 5936 members 
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Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 5664 members 
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Mstep: Class 1 contains 20820 members 
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Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 5384 members 
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Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21222 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 4973 members 
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Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 4825 members 
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Mstep: Class 1 contains 21646 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3680511 nChanged 126
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Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21901 members 
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Mstep: Class 2 contains 4330 members 
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Mstep: Class 1 contains 22112 members 
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Mstep: Class 1 contains 22202 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3681018 nChanged 65
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	Iteration 142Q: 3 clusters Score -3681041 nChanged 70
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Mstep: Class 1 contains 23813 members 
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Mstep: Class 1 contains 23886 members 
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	Iteration 144Q: 3 clusters Score -3681090 nChanged 63
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Mstep: Class 1 contains 24001 members 
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	Iteration 146Q: 3 clusters Score -3681100 nChanged 60
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Mstep: Class 1 contains 24061 members 
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	Iteration 147Q: 3 clusters Score -3681117 nChanged 62
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	Iteration 149Q: 3 clusters Score -3681141 nChanged 50
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	Iteration 150Q: 3 clusters Score -3681156 nChanged 41
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	Iteration 151Q: 3 clusters Score -3681165 nChanged 45
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	Iteration 152Q: 3 clusters Score -3681180 nChanged 42
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	Iteration 153Q: 3 clusters Score -3681196 nChanged 37
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	Iteration 154Q: 3 clusters Score -3681198 nChanged 35
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	Iteration 155Q: 3 clusters Score -3681214 nChanged 23
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	Iteration 156Q: 3 clusters Score -3681216 nChanged 19
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	Iteration 157Q: 3 clusters Score -3681220 nChanged 22
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	Iteration 158Q: 3 clusters Score -3681229 nChanged 19
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	Iteration 159Q: 3 clusters Score -3681243 nChanged 21
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	Iteration 160F: 3 clusters Score -3681250 nChanged 25
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3681254 nChanged 26
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	Iteration 162Q: 3 clusters Score -3681264 nChanged 35
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	Iteration 163Q: 3 clusters Score -3681277 nChanged 35
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	Iteration 164Q: 3 clusters Score -3681292 nChanged 28
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	Iteration 165Q: 3 clusters Score -3681292 nChanged 26
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	Iteration 166Q: 3 clusters Score -3681286 nChanged 20
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	Iteration 167Q: 3 clusters Score -3681292 nChanged 18
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	Iteration 168Q: 3 clusters Score -3681302 nChanged 19
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	Iteration 169Q: 3 clusters Score -3681301 nChanged 21
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	Iteration 170Q: 3 clusters Score -3681301 nChanged 25
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	Iteration 171Q: 3 clusters Score -3681308 nChanged 27
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	Iteration 172Q: 3 clusters Score -3681326 nChanged 24
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	Iteration 173Q: 3 clusters Score -3681327 nChanged 20
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	Iteration 174Q: 3 clusters Score -3681341 nChanged 22
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	Iteration 175Q: 3 clusters Score -3681341 nChanged 29
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	Iteration 176Q: 3 clusters Score -3681352 nChanged 29
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	Iteration 177Q: 3 clusters Score -3681360 nChanged 24
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	Iteration 178Q: 3 clusters Score -3681376 nChanged 20
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	Iteration 179Q: 3 clusters Score -3681377 nChanged 18
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	Iteration 180F: 3 clusters Score -3681386 nChanged 22
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	Iteration 181Q: 3 clusters Score -3681388 nChanged 18
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	Iteration 182Q: 3 clusters Score -3681403 nChanged 19
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	Iteration 183Q: 3 clusters Score -3681405 nChanged 21
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	Iteration 184Q: 3 clusters Score -3681412 nChanged 26
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	Iteration 185Q: 3 clusters Score -3681415 nChanged 17
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	Iteration 186Q: 3 clusters Score -3681420 nChanged 18
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	Iteration 187Q: 3 clusters Score -3681426 nChanged 18
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -3681439 nChanged 18
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Entering Unmasked Estep 
Score: -3681448.750000 Penalty: 5048.707031
	Iteration 189Q: 3 clusters Score -3681449 nChanged 15
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -3681453 nChanged 7
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -3681456 nChanged 7
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Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3681460.000000 Penalty: 5048.707031
	Iteration 192Q: 3 clusters Score -3681460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3681468.000000 Penalty: 5048.707031
	Iteration 193Q: 3 clusters Score -3681468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3681471.250000 Penalty: 5048.707031
	Iteration 194Q: 3 clusters Score -3681471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3681473.250000 Penalty: 5048.707031
	Iteration 195Q: 3 clusters Score -3681473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3681472.750000 Penalty: 5048.707031
	Iteration 196Q: 3 clusters Score -3681473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3681481.000000 Penalty: 5048.707031
	Iteration 197Q: 3 clusters Score -3681481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3681478.750000 Penalty: 5048.707031
	Iteration 198Q: 3 clusters Score -3681479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3681475.750000 Penalty: 5048.707031
	Iteration 199Q: 3 clusters Score -3681476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3681476.750000 Penalty: 5048.707031
	Iteration 200F: 3 clusters Score -3681477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3681476.000000 Penalty: 5048.707031
	Iteration 201Q: 3 clusters Score -3681476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3681481.750000 Penalty: 5048.707031
	Iteration 202Q: 3 clusters Score -3681482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3681479.250000 Penalty: 5048.707031
	Iteration 203Q: 3 clusters Score -3681479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3681481.750000 Penalty: 5048.707031
	Iteration 204Q: 3 clusters Score -3681482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3681490.500000 Penalty: 5048.707031
	Iteration 205Q: 3 clusters Score -3681490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3681486.750000 Penalty: 5048.707031
	Iteration 206Q: 3 clusters Score -3681487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3681488.250000 Penalty: 5048.707031
	Iteration 207Q: 3 clusters Score -3681488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3681490.250000 Penalty: 5048.707031
	Iteration 208Q: 3 clusters Score -3681490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3681495.500000 Penalty: 5048.707031
	Iteration 209Q: 3 clusters Score -3681496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3681500.250000 Penalty: 5048.707031
	Iteration 210Q: 3 clusters Score -3681500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3681507.500000 Penalty: 5048.707031
	Iteration 211Q: 3 clusters Score -3681508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3681506.500000 Penalty: 5048.707031
	Iteration 212Q: 3 clusters Score -3681506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3681511.500000 Penalty: 5048.707031
	Iteration 213Q: 3 clusters Score -3681512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3681511.500000 Penalty: 5048.707031
	Iteration 214Q: 3 clusters Score -3681512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3681511.000000 Penalty: 5048.707031
	Iteration 215Q: 3 clusters Score -3681511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3681509.750000 Penalty: 5048.707031
	Iteration 216Q: 3 clusters Score -3681510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3681510.750000 Penalty: 5048.707031
	Iteration 217Q: 3 clusters Score -3681511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3681508.500000 Penalty: 5048.707031
	Iteration 218Q: 3 clusters Score -3681508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3681508.500000 Penalty: 5048.707031
	Iteration 219Q: 3 clusters Score -3681508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3681510.750000 Penalty: 5048.707031
	Iteration 220F: 3 clusters Score -3681511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3681509.500000 Penalty: 5048.707031
	Iteration 221Q: 3 clusters Score -3681510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3681512.250000 Penalty: 5048.707031
	Iteration 222Q: 3 clusters Score -3681512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3681514.000000 Penalty: 5048.707031
	Iteration 223Q: 3 clusters Score -3681514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3681519.500000 Penalty: 5048.707031
	Iteration 224Q: 3 clusters Score -3681520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3681519.500000 Penalty: 5048.707031
	Iteration 225F: 3 clusters Score -3681520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Entering Unmasked Estep 
Score: -253323.687500 Penalty: 1898.536865
	Iteration 0F: 2 clusters Score -253323.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -250959.625000 Penalty: 3797.073730
	Iteration 0F: 3 clusters Score -250959.6 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -252682.859375 Penalty: 3797.073730
	Iteration 1F: 3 clusters Score -252682.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -255163.890625 Penalty: 3797.073730
	Iteration 2F: 3 clusters Score -255163.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -257043.640625 Penalty: 3797.073730
	Iteration 3F: 3 clusters Score -257043.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -257531.171875 Penalty: 3797.073730
	Iteration 4Q: 3 clusters Score -257531.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -257677.187500 Penalty: 3797.073730
	Iteration 5Q: 3 clusters Score -257677.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -257746.484375 Penalty: 3797.073730
	Iteration 6Q: 3 clusters Score -257746.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -257794.328125 Penalty: 3797.073730
	Iteration 7Q: 3 clusters Score -257794.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -257813.953125 Penalty: 3797.073730
	Iteration 8Q: 3 clusters Score -257814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -257851.546875 Penalty: 3797.073730
	Iteration 9Q: 3 clusters Score -257851.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -257893.156250 Penalty: 3797.073730
	Iteration 10Q: 3 clusters Score -257893.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -257949.968750 Penalty: 3797.073730
	Iteration 11Q: 3 clusters Score -257950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -257988.828125 Penalty: 3797.073730
	Iteration 12Q: 3 clusters Score -257988.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -258031.390625 Penalty: 3797.073730
	Iteration 13Q: 3 clusters Score -258031.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -258100.859375 Penalty: 3797.073730
	Iteration 14Q: 3 clusters Score -258100.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -258157.140625 Penalty: 3797.073730
	Iteration 15Q: 3 clusters Score -258157.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -258241.015625 Penalty: 3797.073730
	Iteration 16Q: 3 clusters Score -258241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -258276.281250 Penalty: 3797.073730
	Iteration 17Q: 3 clusters Score -258276.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -258361.234375 Penalty: 3797.073730
	Iteration 18Q: 3 clusters Score -258361.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -258390.765625 Penalty: 3797.073730
	Iteration 19Q: 3 clusters Score -258390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -258590.453125 Penalty: 3797.073730
	Iteration 20F: 3 clusters Score -258590.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -259170.343750 Penalty: 3797.073730
	Iteration 21Q: 3 clusters Score -259170.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -259327.421875 Penalty: 3797.073730
	Iteration 22Q: 3 clusters Score -259327.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -259334.734375 Penalty: 3797.073730
	Iteration 23Q: 3 clusters Score -259334.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -259335.500000 Penalty: 3797.073730
	Iteration 24Q: 3 clusters Score -259335.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -259335.500000 Penalty: 3797.073730
	Iteration 25F: 3 clusters Score -259335.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 257749 members 
Mstep: Class 3 contains 13546 members 
Mstep: Class 4 contains 62589 members 
Mstep: Class 5 contains 7954 members 
Mstep: Class 6 contains 4234 members 
Mstep: Class 7 contains 172741 members 
Mstep: Class 8 contains 118152 members 
Mstep: Class 9 contains 2603 members 
Mstep: Class 10 contains 20000 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 16 contains 102096 members 
Mstep: Class 17 contains 26340 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 23 contains 12935 members 
Entering Unmasked Estep 
Score: -116045624.000000 Penalty: 57601.605469
Splitting cluster 19 changes total score from -116034744.000000 to -116045624.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 23 (12935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Entering Unmasked Estep 
Score: -1829870.625000 Penalty: 2347.987793
	Iteration 0F: 2 clusters Score -1829871 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 6441 members 
Entering Unmasked Estep 
Score: -1820332.250000 Penalty: 4695.975586
	Iteration 0F: 3 clusters Score -1820332 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1823175.875000 Penalty: 4695.975586
	Iteration 1F: 3 clusters Score -1823176 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1823483.875000 Penalty: 4695.975586
	Iteration 2F: 3 clusters Score -1823484 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1823700.500000 Penalty: 4695.975586
	Iteration 3Q: 3 clusters Score -1823700 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1823874.000000 Penalty: 4695.975586
	Iteration 4Q: 3 clusters Score -1823874 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1824021.000000 Penalty: 4695.975586
	Iteration 5Q: 3 clusters Score -1824021 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1824139.125000 Penalty: 4695.975586
	Iteration 6Q: 3 clusters Score -1824139 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1824243.500000 Penalty: 4695.975586
	Iteration 7Q: 3 clusters Score -1824244 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1824351.875000 Penalty: 4695.975586
	Iteration 8Q: 3 clusters Score -1824352 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1824478.875000 Penalty: 4695.975586
	Iteration 9Q: 3 clusters Score -1824479 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1824659.250000 Penalty: 4695.975586
	Iteration 10Q: 3 clusters Score -1824659 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1824882.125000 Penalty: 4695.975586
	Iteration 11Q: 3 clusters Score -1824882 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1825157.250000 Penalty: 4695.975586
	Iteration 12Q: 3 clusters Score -1825157 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1825491.875000 Penalty: 4695.975586
	Iteration 13Q: 3 clusters Score -1825492 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1825850.000000 Penalty: 4695.975586
	Iteration 14Q: 3 clusters Score -1825850 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1826222.500000 Penalty: 4695.975586
	Iteration 15Q: 3 clusters Score -1826222 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1826599.750000 Penalty: 4695.975586
	Iteration 16Q: 3 clusters Score -1826600 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1826934.750000 Penalty: 4695.975586
	Iteration 17Q: 3 clusters Score -1826935 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1827161.125000 Penalty: 4695.975586
	Iteration 18Q: 3 clusters Score -1827161 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1827305.625000 Penalty: 4695.975586
	Iteration 19Q: 3 clusters Score -1827306 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1827409.750000 Penalty: 4695.975586
	Iteration 20F: 3 clusters Score -1827410 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1827502.500000 Penalty: 4695.975586
	Iteration 21Q: 3 clusters Score -1827502 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1827567.500000 Penalty: 4695.975586
	Iteration 22Q: 3 clusters Score -1827568 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1827619.375000 Penalty: 4695.975586
	Iteration 23Q: 3 clusters Score -1827619 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1827653.750000 Penalty: 4695.975586
	Iteration 24Q: 3 clusters Score -1827654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1827671.875000 Penalty: 4695.975586
	Iteration 25Q: 3 clusters Score -1827672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1827687.875000 Penalty: 4695.975586
	Iteration 26Q: 3 clusters Score -1827688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1827708.625000 Penalty: 4695.975586
	Iteration 27Q: 3 clusters Score -1827709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1827729.000000 Penalty: 4695.975586
	Iteration 28Q: 3 clusters Score -1827729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1827741.000000 Penalty: 4695.975586
	Iteration 29Q: 3 clusters Score -1827741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1827759.000000 Penalty: 4695.975586
	Iteration 30Q: 3 clusters Score -1827759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1827777.000000 Penalty: 4695.975586
	Iteration 31Q: 3 clusters Score -1827777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1827787.875000 Penalty: 4695.975586
	Iteration 32Q: 3 clusters Score -1827788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1827797.875000 Penalty: 4695.975586
	Iteration 33Q: 3 clusters Score -1827798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1827801.750000 Penalty: 4695.975586
	Iteration 34Q: 3 clusters Score -1827802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1827806.375000 Penalty: 4695.975586
	Iteration 35Q: 3 clusters Score -1827806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1827808.125000 Penalty: 4695.975586
	Iteration 36Q: 3 clusters Score -1827808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1827810.125000 Penalty: 4695.975586
	Iteration 37Q: 3 clusters Score -1827810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1827810.125000 Penalty: 4695.975586
	Iteration 38F: 3 clusters Score -1827810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 257749 members 
Mstep: Class 3 contains 13546 members 
Mstep: Class 4 contains 62589 members 
Mstep: Class 5 contains 7954 members 
Mstep: Class 7 contains 172741 members 
Mstep: Class 8 contains 118152 members 
Mstep: Class 9 contains 2603 members 
Mstep: Class 10 contains 20000 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 16 contains 102096 members 
Mstep: Class 17 contains 26340 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 23 contains 12935 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 18 clusters Score -1.160482e+08 nChanged 13680
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 254464 members 
Mstep: Class 3 contains 13943 members 
Mstep: Class 4 contains 62395 members 
Mstep: Class 5 contains 7827 members 
Mstep: Class 6 contains 4343 members 
Mstep: Class 7 contains 173681 members 
Mstep: Class 8 contains 118773 members 
Mstep: Class 9 contains 2594 members 
Mstep: Class 10 contains 19895 members 
Mstep: Class 11 contains 942 members 
Mstep: Class 12 contains 1550 members 
Mstep: Class 13 contains 537 members 
Mstep: Class 16 contains 103952 members 
Mstep: Class 17 contains 26574 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 23 contains 12318 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 18 clusters Score -1.160522e+08 nChanged 12196
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 250837 members 
Mstep: Class 3 contains 14545 members 
Mstep: Class 4 contains 62186 members 
Mstep: Class 5 contains 7711 members 
Mstep: Class 6 contains 5171 members 
Mstep: Class 7 contains 174560 members 
Mstep: Class 8 contains 119004 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 19827 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 16 contains 105689 members 
Mstep: Class 17 contains 26757 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11880 members 
Entering Unmasked Estep 
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Iteration 41Q: 18 clusters Score -1.160548e+08 nChanged 11100
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 247288 members 
Mstep: Class 3 contains 15109 members 
Mstep: Class 4 contains 61997 members 
Mstep: Class 5 contains 7588 members 
Mstep: Class 6 contains 5842 members 
Mstep: Class 7 contains 175608 members 
Mstep: Class 8 contains 119029 members 
Mstep: Class 9 contains 2568 members 
Mstep: Class 10 contains 19781 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 1592 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 16 contains 107501 members 
Mstep: Class 17 contains 26975 members 
Mstep: Class 19 contains 543 members 
Mstep: Class 23 contains 11463 members 
Entering Unmasked Estep 
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Iteration 42Q: 18 clusters Score -1.160564e+08 nChanged 10417
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 243597 members 
Mstep: Class 3 contains 15633 members 
Mstep: Class 4 contains 61813 members 
Mstep: Class 5 contains 7486 members 
Mstep: Class 6 contains 6420 members 
Mstep: Class 7 contains 176882 members 
Mstep: Class 8 contains 118901 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 19861 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 12 contains 1592 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 16 contains 109303 members 
Mstep: Class 17 contains 27184 members 
Mstep: Class 19 contains 543 members 
Mstep: Class 23 contains 11123 members 
Entering Unmasked Estep 
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Iteration 43Q: 18 clusters Score -1.160581e+08 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 239767 members 
Mstep: Class 3 contains 16132 members 
Mstep: Class 4 contains 61644 members 
Mstep: Class 5 contains 7397 members 
Mstep: Class 6 contains 6971 members 
Mstep: Class 7 contains 178351 members 
Mstep: Class 8 contains 118633 members 
Mstep: Class 9 contains 2544 members 
Mstep: Class 10 contains 20062 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 16 contains 110997 members 
Mstep: Class 17 contains 27373 members 
Mstep: Class 19 contains 544 members 
Mstep: Class 23 contains 10867 members 
Entering Unmasked Estep 
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Iteration 44Q: 18 clusters Score -1.160607e+08 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 236299 members 
Mstep: Class 3 contains 16540 members 
Mstep: Class 4 contains 61445 members 
Mstep: Class 5 contains 7323 members 
Mstep: Class 6 contains 7462 members 
Mstep: Class 7 contains 179839 members 
Mstep: Class 8 contains 118232 members 
Mstep: Class 9 contains 2533 members 
Mstep: Class 10 contains 20268 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 1593 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 16 contains 112610 members 
Mstep: Class 17 contains 27547 members 
Mstep: Class 19 contains 544 members 
Mstep: Class 23 contains 10664 members 
Entering Unmasked Estep 
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Iteration 45Q: 18 clusters Score -1.160626e+08 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 232993 members 
Mstep: Class 3 contains 16886 members 
Mstep: Class 4 contains 61228 members 
Mstep: Class 5 contains 7263 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 181364 members 
Mstep: Class 8 contains 117704 members 
Mstep: Class 9 contains 2521 members 
Mstep: Class 10 contains 20537 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 16 contains 114110 members 
Mstep: Class 17 contains 27758 members 
Mstep: Class 19 contains 544 members 
Mstep: Class 23 contains 10524 members 
Entering Unmasked Estep 
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Iteration 46Q: 18 clusters Score -1.160639e+08 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 230154 members 
Mstep: Class 3 contains 17181 members 
Mstep: Class 4 contains 60998 members 
Mstep: Class 5 contains 7198 members 
Mstep: Class 6 contains 8221 members 
Mstep: Class 7 contains 182593 members 
Mstep: Class 8 contains 117048 members 
Mstep: Class 9 contains 2514 members 
Mstep: Class 10 contains 20854 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 16 contains 115622 members 
Mstep: Class 17 contains 27967 members 
Mstep: Class 19 contains 544 members 
Mstep: Class 23 contains 10441 members 
Entering Unmasked Estep 
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Iteration 47Q: 18 clusters Score -1.160656e+08 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 227541 members 
Mstep: Class 3 contains 17411 members 
Mstep: Class 4 contains 60831 members 
Mstep: Class 5 contains 7135 members 
Mstep: Class 6 contains 8545 members 
Mstep: Class 7 contains 183728 members 
Mstep: Class 8 contains 116444 members 
Mstep: Class 9 contains 2507 members 
Mstep: Class 10 contains 21138 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 1594 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 16 contains 117067 members 
Mstep: Class 17 contains 28148 members 
Mstep: Class 19 contains 544 members 
Mstep: Class 23 contains 10406 members 
Entering Unmasked Estep 
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Iteration 48Q: 18 clusters Score -1.160661e+08 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 225080 members 
Mstep: Class 3 contains 17660 members 
Mstep: Class 4 contains 60729 members 
Mstep: Class 5 contains 7084 members 
Mstep: Class 6 contains 8836 members 
Mstep: Class 7 contains 184599 members 
Mstep: Class 8 contains 115736 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 21481 members 
Mstep: Class 11 contains 981 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 16 contains 118569 members 
Mstep: Class 17 contains 28345 members 
Mstep: Class 19 contains 544 members 
Mstep: Class 23 contains 10375 members 
Entering Unmasked Estep 
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Iteration 49Q: 18 clusters Score -1.160675e+08 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 222705 members 
Mstep: Class 3 contains 17873 members 
Mstep: Class 4 contains 60611 members 
Mstep: Class 5 contains 7038 members 
Mstep: Class 6 contains 9099 members 
Mstep: Class 7 contains 185578 members 
Mstep: Class 8 contains 114995 members 
Mstep: Class 9 contains 2490 members 
Mstep: Class 10 contains 21883 members 
Mstep: Class 11 contains 980 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 537 members 
Mstep: Class 16 contains 119937 members 
Mstep: Class 17 contains 28519 members 
Mstep: Class 19 contains 544 members 
Mstep: Class 23 contains 10343 members 
Entering Unmasked Estep 
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Iteration 50Q: 18 clusters Score -1.160678e+08 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 220607 members 
Mstep: Class 3 contains 18094 members 
Mstep: Class 4 contains 60549 members 
Mstep: Class 5 contains 7000 members 
Mstep: Class 6 contains 9316 members 
Mstep: Class 7 contains 186369 members 
Mstep: Class 8 contains 114107 members 
Mstep: Class 9 contains 2482 members 
Mstep: Class 10 contains 22349 members 
Mstep: Class 11 contains 981 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 16 contains 121283 members 
Mstep: Class 17 contains 28662 members 
Mstep: Class 19 contains 544 members 
Mstep: Class 23 contains 10329 members 
Entering Unmasked Estep 
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Iteration 51Q: 18 clusters Score -1.160685e+08 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 53316 members 
Mstep: Class 2 contains 218700 members 
Mstep: Class 3 contains 18291 members 
Mstep: Class 4 contains 60485 members 
Mstep: Class 5 contains 6956 members 
Mstep: Class 6 contains 9522 members 
Mstep: Class 7 contains 187068 members 
Mstep: Class 8 contains 113231 members 
Mstep: Class 9 contains 2474 members 
Mstep: Class 10 contains 22795 members 
Mstep: Class 11 contains 982 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 16 contains 122632 members 
Mstep: Class 17 contains 28777 members 
Mstep: Class 19 contains 544 members 
Mstep: Class 23 contains 10313 members 
Entering Unmasked Estep 
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Iteration 52Q: 18 clusters Score -1.16069e+08 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 216938 members 
Mstep: Class 3 contains 18496 members 
Mstep: Class 4 contains 60411 members 
Mstep: Class 5 contains 6925 members 
Mstep: Class 6 contains 9696 members 
Mstep: Class 7 contains 187796 members 
Mstep: Class 8 contains 112244 members 
Mstep: Class 9 contains 2464 members 
Mstep: Class 10 contains 23260 members 
Mstep: Class 11 contains 984 members 
Mstep: Class 12 contains 1593 members 
Mstep: Class 13 contains 537 members 
Mstep: Class 16 contains 123945 members 
Mstep: Class 17 contains 28908 members 
Mstep: Class 19 contains 543 members 
Mstep: Class 23 contains 10281 members 
Entering Unmasked Estep 
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Iteration 53Q: 18 clusters Score -1.160694e+08 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 215046 members 
Mstep: Class 3 contains 18674 members 
Mstep: Class 4 contains 60312 members 
Mstep: Class 5 contains 6900 members 
Mstep: Class 6 contains 9858 members 
Mstep: Class 7 contains 188667 members 
Mstep: Class 8 contains 111254 members 
Mstep: Class 9 contains 2454 members 
Mstep: Class 10 contains 23749 members 
Mstep: Class 11 contains 984 members 
Mstep: Class 12 contains 1593 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 16 contains 125291 members 
Mstep: Class 17 contains 29022 members 
Mstep: Class 19 contains 543 members 
Mstep: Class 23 contains 10252 members 
Entering Unmasked Estep 
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Iteration 54Q: 18 clusters Score -1.160699e+08 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52971 members 
Mstep: Class 2 contains 213132 members 
Mstep: Class 3 contains 18883 members 
Mstep: Class 4 contains 60204 members 
Mstep: Class 5 contains 6872 members 
Mstep: Class 6 contains 10024 members 
Mstep: Class 7 contains 189611 members 
Mstep: Class 8 contains 110185 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 24180 members 
Mstep: Class 11 contains 985 members 
Mstep: Class 12 contains 1593 members 
Mstep: Class 13 contains 540 members 
Mstep: Class 16 contains 126650 members 
Mstep: Class 17 contains 29116 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10279 members 
Entering Unmasked Estep 
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Iteration 55Q: 18 clusters Score -1.160705e+08 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 211103 members 
Mstep: Class 3 contains 19075 members 
Mstep: Class 4 contains 60078 members 
Mstep: Class 5 contains 6856 members 
Mstep: Class 6 contains 10188 members 
Mstep: Class 7 contains 190619 members 
Mstep: Class 8 contains 109108 members 
Mstep: Class 9 contains 2444 members 
Mstep: Class 10 contains 24614 members 
Mstep: Class 11 contains 985 members 
Mstep: Class 12 contains 1594 members 
Mstep: Class 13 contains 538 members 
Mstep: Class 16 contains 128095 members 
Mstep: Class 17 contains 29239 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10290 members 
Entering Unmasked Estep 
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Iteration 56Q: 18 clusters Score -1.160708e+08 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 209087 members 
Mstep: Class 3 contains 19271 members 
Mstep: Class 4 contains 59972 members 
Mstep: Class 5 contains 6837 members 
Mstep: Class 6 contains 10345 members 
Mstep: Class 7 contains 191575 members 
Mstep: Class 8 contains 107998 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 25024 members 
Mstep: Class 11 contains 986 members 
Mstep: Class 12 contains 1594 members 
Mstep: Class 13 contains 538 members 
Mstep: Class 16 contains 129592 members 
Mstep: Class 17 contains 29384 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10268 members 
Entering Unmasked Estep 
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Iteration 57Q: 18 clusters Score -1.16071e+08 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 207094 members 
Mstep: Class 3 contains 19476 members 
Mstep: Class 4 contains 59912 members 
Mstep: Class 5 contains 6817 members 
Mstep: Class 6 contains 10463 members 
Mstep: Class 7 contains 192487 members 
Mstep: Class 8 contains 106910 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 25449 members 
Mstep: Class 11 contains 987 members 
Mstep: Class 12 contains 1594 members 
Mstep: Class 13 contains 538 members 
Mstep: Class 16 contains 131109 members 
Mstep: Class 17 contains 29493 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10241 members 
Entering Unmasked Estep 
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Iteration 58Q: 18 clusters Score -1.160715e+08 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 205178 members 
Mstep: Class 3 contains 19676 members 
Mstep: Class 4 contains 59882 members 
Mstep: Class 5 contains 6805 members 
Mstep: Class 6 contains 10595 members 
Mstep: Class 7 contains 193378 members 
Mstep: Class 8 contains 105758 members 
Mstep: Class 9 contains 2426 members 
Mstep: Class 10 contains 25861 members 
Mstep: Class 11 contains 988 members 
Mstep: Class 12 contains 1594 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 16 contains 132635 members 
Mstep: Class 17 contains 29573 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10202 members 
Entering Unmasked Estep 
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Iteration 59Q: 18 clusters Score -1.160719e+08 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52513 members 
Mstep: Class 2 contains 203280 members 
Mstep: Class 3 contains 19833 members 
Mstep: Class 4 contains 59808 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 10688 members 
Mstep: Class 7 contains 194363 members 
Mstep: Class 8 contains 104504 members 
Mstep: Class 9 contains 2422 members 
Mstep: Class 10 contains 26303 members 
Mstep: Class 11 contains 990 members 
Mstep: Class 12 contains 1594 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 16 contains 134213 members 
Mstep: Class 17 contains 29655 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10162 members 
Entering Unmasked Estep 
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Iteration 60F: 18 clusters Score -1.160726e+08 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 201384 members 
Mstep: Class 3 contains 19979 members 
Mstep: Class 4 contains 59723 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 10786 members 
Mstep: Class 7 contains 195196 members 
Mstep: Class 8 contains 103264 members 
Mstep: Class 9 contains 2418 members 
Mstep: Class 10 contains 26722 members 
Mstep: Class 11 contains 990 members 
Mstep: Class 12 contains 1592 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 16 contains 135890 members 
Mstep: Class 17 contains 29754 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10211 members 
Entering Unmasked Estep 
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Iteration 61Q: 18 clusters Score -1.160737e+08 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 199716 members 
Mstep: Class 3 contains 20088 members 
Mstep: Class 4 contains 59562 members 
Mstep: Class 5 contains 6780 members 
Mstep: Class 6 contains 10879 members 
Mstep: Class 7 contains 195880 members 
Mstep: Class 8 contains 102028 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 27127 members 
Mstep: Class 11 contains 990 members 
Mstep: Class 12 contains 1593 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 16 contains 137605 members 
Mstep: Class 17 contains 29848 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10276 members 
Entering Unmasked Estep 
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Iteration 62Q: 18 clusters Score -1.160741e+08 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 198184 members 
Mstep: Class 3 contains 20161 members 
Mstep: Class 4 contains 59416 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 10976 members 
Mstep: Class 7 contains 196373 members 
Mstep: Class 8 contains 100753 members 
Mstep: Class 9 contains 2406 members 
Mstep: Class 10 contains 27558 members 
Mstep: Class 11 contains 991 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 16 contains 139432 members 
Mstep: Class 17 contains 29929 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10298 members 
Entering Unmasked Estep 
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Iteration 63Q: 18 clusters Score -1.160751e+08 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 196811 members 
Mstep: Class 3 contains 20212 members 
Mstep: Class 4 contains 59272 members 
Mstep: Class 5 contains 6766 members 
Mstep: Class 6 contains 11071 members 
Mstep: Class 7 contains 196594 members 
Mstep: Class 8 contains 99543 members 
Mstep: Class 9 contains 2399 members 
Mstep: Class 10 contains 27973 members 
Mstep: Class 11 contains 993 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 16 contains 141350 members 
Mstep: Class 17 contains 29984 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10362 members 
Entering Unmasked Estep 
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Iteration 64Q: 18 clusters Score -1.160753e+08 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 195487 members 
Mstep: Class 3 contains 20258 members 
Mstep: Class 4 contains 59116 members 
Mstep: Class 5 contains 6758 members 
Mstep: Class 6 contains 11150 members 
Mstep: Class 7 contains 196748 members 
Mstep: Class 8 contains 98362 members 
Mstep: Class 9 contains 2391 members 
Mstep: Class 10 contains 28320 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 16 contains 143337 members 
Mstep: Class 17 contains 30035 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10438 members 
Entering Unmasked Estep 
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Iteration 65Q: 18 clusters Score -1.160754e+08 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52105 members 
Mstep: Class 2 contains 194220 members 
Mstep: Class 3 contains 20326 members 
Mstep: Class 4 contains 58972 members 
Mstep: Class 5 contains 6742 members 
Mstep: Class 6 contains 11213 members 
Mstep: Class 7 contains 196792 members 
Mstep: Class 8 contains 97177 members 
Mstep: Class 9 contains 2385 members 
Mstep: Class 10 contains 28658 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 16 contains 145386 members 
Mstep: Class 17 contains 30045 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075584.000000 Penalty: 57601.605469
Iteration 66Q: 18 clusters Score -1.160756e+08 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52059 members 
Mstep: Class 2 contains 193082 members 
Mstep: Class 3 contains 20347 members 
Mstep: Class 4 contains 58810 members 
Mstep: Class 5 contains 6723 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 196716 members 
Mstep: Class 8 contains 95971 members 
Mstep: Class 9 contains 2383 members 
Mstep: Class 10 contains 28971 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 16 contains 147563 members 
Mstep: Class 17 contains 30045 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076400.000000 Penalty: 57601.605469
Iteration 67Q: 18 clusters Score -1.160764e+08 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 192166 members 
Mstep: Class 3 contains 20356 members 
Mstep: Class 4 contains 58662 members 
Mstep: Class 5 contains 6710 members 
Mstep: Class 6 contains 11317 members 
Mstep: Class 7 contains 196419 members 
Mstep: Class 8 contains 94776 members 
Mstep: Class 9 contains 2379 members 
Mstep: Class 10 contains 29279 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 16 contains 149824 members 
Mstep: Class 17 contains 30022 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116077048.000000 Penalty: 57601.605469
Iteration 68Q: 18 clusters Score -1.16077e+08 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 191418 members 
Mstep: Class 3 contains 20349 members 
Mstep: Class 4 contains 58495 members 
Mstep: Class 5 contains 6696 members 
Mstep: Class 6 contains 11349 members 
Mstep: Class 7 contains 196009 members 
Mstep: Class 8 contains 93561 members 
Mstep: Class 9 contains 2378 members 
Mstep: Class 10 contains 29553 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1597 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 16 contains 152217 members 
Mstep: Class 17 contains 29973 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116077080.000000 Penalty: 57601.605469
Iteration 69Q: 18 clusters Score -1.160771e+08 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 190753 members 
Mstep: Class 3 contains 20326 members 
Mstep: Class 4 contains 58296 members 
Mstep: Class 5 contains 6680 members 
Mstep: Class 6 contains 11388 members 
Mstep: Class 7 contains 195528 members 
Mstep: Class 8 contains 92320 members 
Mstep: Class 9 contains 2378 members 
Mstep: Class 10 contains 29818 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1597 members 
Mstep: Class 13 contains 556 members 
Mstep: Class 16 contains 154664 members 
Mstep: Class 17 contains 29965 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116077608.000000 Penalty: 57601.605469
Iteration 70Q: 18 clusters Score -1.160776e+08 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51656 members 
Mstep: Class 2 contains 190188 members 
Mstep: Class 3 contains 20296 members 
Mstep: Class 4 contains 58096 members 
Mstep: Class 5 contains 6663 members 
Mstep: Class 6 contains 11417 members 
Mstep: Class 7 contains 195014 members 
Mstep: Class 8 contains 91053 members 
Mstep: Class 9 contains 2378 members 
Mstep: Class 10 contains 30054 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 1597 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 16 contains 157127 members 
Mstep: Class 17 contains 29959 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116077872.000000 Penalty: 57601.605469
Iteration 71Q: 18 clusters Score -1.160779e+08 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51592 members 
Mstep: Class 2 contains 189757 members 
Mstep: Class 3 contains 20276 members 
Mstep: Class 4 contains 57870 members 
Mstep: Class 5 contains 6655 members 
Mstep: Class 6 contains 11452 members 
Mstep: Class 7 contains 194423 members 
Mstep: Class 8 contains 89754 members 
Mstep: Class 9 contains 2376 members 
Mstep: Class 10 contains 30310 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1597 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 16 contains 159496 members 
Mstep: Class 17 contains 29971 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116077920.000000 Penalty: 57601.605469
Iteration 72Q: 18 clusters Score -1.160779e+08 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 189337 members 
Mstep: Class 3 contains 20276 members 
Mstep: Class 4 contains 57642 members 
Mstep: Class 5 contains 6649 members 
Mstep: Class 6 contains 11471 members 
Mstep: Class 7 contains 193765 members 
Mstep: Class 8 contains 88470 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 10 contains 30547 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 1598 members 
Mstep: Class 13 contains 556 members 
Mstep: Class 16 contains 161903 members 
Mstep: Class 17 contains 29967 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116077976.000000 Penalty: 57601.605469
Iteration 73Q: 18 clusters Score -1.16078e+08 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51481 members 
Mstep: Class 2 contains 188908 members 
Mstep: Class 3 contains 20268 members 
Mstep: Class 4 contains 57453 members 
Mstep: Class 5 contains 6632 members 
Mstep: Class 6 contains 11479 members 
Mstep: Class 7 contains 193108 members 
Mstep: Class 8 contains 87204 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 10 contains 30749 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1598 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 16 contains 164292 members 
Mstep: Class 17 contains 29988 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116077760.000000 Penalty: 57601.605469
Iteration 74Q: 18 clusters Score -1.160778e+08 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51418 members 
Mstep: Class 2 contains 188482 members 
Mstep: Class 3 contains 20240 members 
Mstep: Class 4 contains 57287 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 11521 members 
Mstep: Class 7 contains 192514 members 
Mstep: Class 8 contains 85976 members 
Mstep: Class 9 contains 2372 members 
Mstep: Class 10 contains 30947 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1598 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 16 contains 166550 members 
Mstep: Class 17 contains 29971 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116077856.000000 Penalty: 57601.605469
Iteration 75Q: 18 clusters Score -1.160779e+08 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 188022 members 
Mstep: Class 3 contains 20219 members 
Mstep: Class 4 contains 57162 members 
Mstep: Class 5 contains 6606 members 
Mstep: Class 6 contains 11576 members 
Mstep: Class 7 contains 191847 members 
Mstep: Class 8 contains 84787 members 
Mstep: Class 9 contains 2371 members 
Mstep: Class 10 contains 31154 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1598 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 16 contains 168828 members 
Mstep: Class 17 contains 29955 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116077240.000000 Penalty: 57601.605469
Iteration 76Q: 18 clusters Score -1.160772e+08 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 187678 members 
Mstep: Class 3 contains 20200 members 
Mstep: Class 4 contains 57070 members 
Mstep: Class 5 contains 6593 members 
Mstep: Class 6 contains 11622 members 
Mstep: Class 7 contains 191102 members 
Mstep: Class 8 contains 83615 members 
Mstep: Class 9 contains 2370 members 
Mstep: Class 10 contains 31369 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1597 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 16 contains 171041 members 
Mstep: Class 17 contains 29964 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116077296.000000 Penalty: 57601.605469
Iteration 77Q: 18 clusters Score -1.160773e+08 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 187356 members 
Mstep: Class 3 contains 20191 members 
Mstep: Class 4 contains 57003 members 
Mstep: Class 5 contains 6592 members 
Mstep: Class 6 contains 11667 members 
Mstep: Class 7 contains 190603 members 
Mstep: Class 8 contains 82496 members 
Mstep: Class 9 contains 2366 members 
Mstep: Class 10 contains 31566 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1597 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 16 contains 172896 members 
Mstep: Class 17 contains 29974 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076928.000000 Penalty: 57601.605469
Iteration 78Q: 18 clusters Score -1.160769e+08 nChanged 5879
Entering ConstructFrom: 
Score: -116076928.000000 Penalty: 57601.605469
Entering ConstructFrom: 
Trying to split cluster 1 (50892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Entering Unmasked Estep 
Score: -7080733.500000 Penalty: 2687.690430
	Iteration 0F: 2 clusters Score -7080734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -7046461.500000 Penalty: 5375.380859
	Iteration 0F: 3 clusters Score -7046462 nChanged 23585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -7059603.000000 Penalty: 5375.380859
	Iteration 1F: 3 clusters Score -7059603 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -7060407.500000 Penalty: 5375.380859
	Iteration 2Q: 3 clusters Score -7060408 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -7061450.000000 Penalty: 5375.380859
	Iteration 3Q: 3 clusters Score -7061450 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -7062770.500000 Penalty: 5375.380859
	Iteration 4F: 3 clusters Score -7062770 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -7064397.000000 Penalty: 5375.380859
	Iteration 5F: 3 clusters Score -7064397 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -7066601.500000 Penalty: 5375.380859
	Iteration 6F: 3 clusters Score -7066602 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -7069218.000000 Penalty: 5375.380859
	Iteration 7F: 3 clusters Score -7069218 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -7071792.000000 Penalty: 5375.380859
	Iteration 8F: 3 clusters Score -7071792 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -7073928.500000 Penalty: 5375.380859
	Iteration 9Q: 3 clusters Score -7073928 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -7075439.500000 Penalty: 5375.380859
	Iteration 10Q: 3 clusters Score -7075440 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -7076245.000000 Penalty: 5375.380859
	Iteration 11Q: 3 clusters Score -7076245 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -7076726.000000 Penalty: 5375.380859
	Iteration 12Q: 3 clusters Score -7076726 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -7077094.500000 Penalty: 5375.380859
	Iteration 13Q: 3 clusters Score -7077094 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -7077379.000000 Penalty: 5375.380859
	Iteration 14Q: 3 clusters Score -7077379 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -7077603.500000 Penalty: 5375.380859
	Iteration 15Q: 3 clusters Score -7077604 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -7077785.000000 Penalty: 5375.380859
	Iteration 16Q: 3 clusters Score -7077785 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -7077997.000000 Penalty: 5375.380859
	Iteration 17Q: 3 clusters Score -7077997 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -7078161.000000 Penalty: 5375.380859
	Iteration 18Q: 3 clusters Score -7078161 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -7078279.500000 Penalty: 5375.380859
	Iteration 19Q: 3 clusters Score -7078280 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -7078406.500000 Penalty: 5375.380859
	Iteration 20F: 3 clusters Score -7078406 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -7078518.000000 Penalty: 5375.380859
	Iteration 21Q: 3 clusters Score -7078518 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -7078607.000000 Penalty: 5375.380859
	Iteration 22Q: 3 clusters Score -7078607 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -7078681.500000 Penalty: 5375.380859
	Iteration 23Q: 3 clusters Score -7078682 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -7078709.500000 Penalty: 5375.380859
	Iteration 24Q: 3 clusters Score -7078710 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -7078738.500000 Penalty: 5375.380859
	Iteration 25Q: 3 clusters Score -7078738 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -7078766.000000 Penalty: 5375.380859
	Iteration 26Q: 3 clusters Score -7078766 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -7078788.500000 Penalty: 5375.380859
	Iteration 27Q: 3 clusters Score -7078788 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -7078795.500000 Penalty: 5375.380859
	Iteration 28Q: 3 clusters Score -7078796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -7078797.000000 Penalty: 5375.380859
	Iteration 29Q: 3 clusters Score -7078797 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -7078822.500000 Penalty: 5375.380859
	Iteration 30Q: 3 clusters Score -7078822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 49380 members 
Entering Unmasked Estep 
Score: -7078842.500000 Penalty: 5375.380859
	Iteration 31Q: 3 clusters Score -7078842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 49406 members 
Entering Unmasked Estep 
Score: -7078841.000000 Penalty: 5375.380859
	Iteration 32Q: 3 clusters Score -7078841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 49430 members 
Entering Unmasked Estep 
Score: -7078835.000000 Penalty: 5375.380859
	Iteration 33Q: 3 clusters Score -7078835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -7078833.500000 Penalty: 5375.380859
	Iteration 34Q: 3 clusters Score -7078834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -7078832.500000 Penalty: 5375.380859
	Iteration 35Q: 3 clusters Score -7078832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -7078844.500000 Penalty: 5375.380859
	Iteration 36Q: 3 clusters Score -7078844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 49512 members 
Entering Unmasked Estep 
Score: -7078835.000000 Penalty: 5375.380859
	Iteration 37Q: 3 clusters Score -7078835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -7078851.500000 Penalty: 5375.380859
	Iteration 38Q: 3 clusters Score -7078852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -7078862.000000 Penalty: 5375.380859
	Iteration 39Q: 3 clusters Score -7078862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -7078865.000000 Penalty: 5375.380859
	Iteration 40F: 3 clusters Score -7078865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -7078869.000000 Penalty: 5375.380859
	Iteration 41Q: 3 clusters Score -7078869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -7078872.500000 Penalty: 5375.380859
	Iteration 42Q: 3 clusters Score -7078872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -7078880.500000 Penalty: 5375.380859
	Iteration 43Q: 3 clusters Score -7078880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 49581 members 
Entering Unmasked Estep 
Score: -7078886.000000 Penalty: 5375.380859
	Iteration 44Q: 3 clusters Score -7078886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -7078883.500000 Penalty: 5375.380859
	Iteration 45Q: 3 clusters Score -7078884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -7078892.500000 Penalty: 5375.380859
	Iteration 46Q: 3 clusters Score -7078892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 49595 members 
Entering Unmasked Estep 
Score: -7078886.500000 Penalty: 5375.380859
	Iteration 47Q: 3 clusters Score -7078886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -7078887.000000 Penalty: 5375.380859
	Iteration 48Q: 3 clusters Score -7078887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -7078886.000000 Penalty: 5375.380859
	Iteration 49Q: 3 clusters Score -7078886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -7078881.500000 Penalty: 5375.380859
	Iteration 50Q: 3 clusters Score -7078882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -7078889.000000 Penalty: 5375.380859
	Iteration 51Q: 3 clusters Score -7078889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -7078893.500000 Penalty: 5375.380859
	Iteration 52Q: 3 clusters Score -7078894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -7078891.000000 Penalty: 5375.380859
	Iteration 53Q: 3 clusters Score -7078891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -7078892.500000 Penalty: 5375.380859
	Iteration 54Q: 3 clusters Score -7078892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -7078892.500000 Penalty: 5375.380859
	Iteration 55F: 3 clusters Score -7078892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (187118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187118 members 
Entering Unmasked Estep 
Score: -25679746.000000 Penalty: 3010.594727
	Iteration 0F: 2 clusters Score -2.567975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93833 members 
Mstep: Class 2 contains 93285 members 
Entering Unmasked Estep 
Score: -25560762.000000 Penalty: 6021.189453
	Iteration 0F: 3 clusters Score -2.556076e+07 nChanged 89877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96600 members 
Mstep: Class 2 contains 90518 members 
Entering Unmasked Estep 
Score: -25612926.000000 Penalty: 6021.189453
	Iteration 1F: 3 clusters Score -2.561293e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98344 members 
Mstep: Class 2 contains 88774 members 
Entering Unmasked Estep 
Score: -25613888.000000 Penalty: 6021.189453
	Iteration 2Q: 3 clusters Score -2.561389e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100995 members 
Mstep: Class 2 contains 86123 members 
Entering Unmasked Estep 
Score: -25614956.000000 Penalty: 6021.189453
	Iteration 3Q: 3 clusters Score -2.561496e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104966 members 
Mstep: Class 2 contains 82152 members 
Entering Unmasked Estep 
Score: -25616422.000000 Penalty: 6021.189453
	Iteration 4Q: 3 clusters Score -2.561642e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111114 members 
Mstep: Class 2 contains 76004 members 
Entering Unmasked Estep 
Score: -25619250.000000 Penalty: 6021.189453
	Iteration 5Q: 3 clusters Score -2.561925e+07 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120333 members 
Mstep: Class 2 contains 66785 members 
Entering Unmasked Estep 
Score: -25624498.000000 Penalty: 6021.189453
	Iteration 6F: 3 clusters Score -2.56245e+07 nChanged 13312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133365 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -25633774.000000 Penalty: 6021.189453
	Iteration 7F: 3 clusters Score -2.563377e+07 nChanged 16591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149744 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -25648166.000000 Penalty: 6021.189453
	Iteration 8F: 3 clusters Score -2.564817e+07 nChanged 16601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166209 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -25662922.000000 Penalty: 6021.189453
	Iteration 9F: 3 clusters Score -2.566292e+07 nChanged 12067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178256 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -25672414.000000 Penalty: 6021.189453
	Iteration 10F: 3 clusters Score -2.567241e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183977 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -25675844.000000 Penalty: 6021.189453
	Iteration 11Q: 3 clusters Score -2.567584e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185863 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -25676892.000000 Penalty: 6021.189453
	Iteration 12Q: 3 clusters Score -2.567689e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186341 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -25677176.000000 Penalty: 6021.189453
	Iteration 13Q: 3 clusters Score -2.567718e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186480 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -25677266.000000 Penalty: 6021.189453
	Iteration 14Q: 3 clusters Score -2.567727e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186552 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -25677270.000000 Penalty: 6021.189453
	Iteration 15Q: 3 clusters Score -2.567727e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186601 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -25677294.000000 Penalty: 6021.189453
	Iteration 16Q: 3 clusters Score -2.567729e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186622 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -25677328.000000 Penalty: 6021.189453
	Iteration 17Q: 3 clusters Score -2.567733e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186637 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -25677354.000000 Penalty: 6021.189453
	Iteration 18Q: 3 clusters Score -2.567735e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186649 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -25677364.000000 Penalty: 6021.189453
	Iteration 19Q: 3 clusters Score -2.567736e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186660 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -25677368.000000 Penalty: 6021.189453
	Iteration 20F: 3 clusters Score -2.567737e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186667 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -25677404.000000 Penalty: 6021.189453
	Iteration 21Q: 3 clusters Score -2.56774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186672 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -25677402.000000 Penalty: 6021.189453
	Iteration 22Q: 3 clusters Score -2.56774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186673 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -25677404.000000 Penalty: 6021.189453
	Iteration 23Q: 3 clusters Score -2.56774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186678 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -25677396.000000 Penalty: 6021.189453
	Iteration 24Q: 3 clusters Score -2.56774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186680 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -25677392.000000 Penalty: 6021.189453
	Iteration 25Q: 3 clusters Score -2.567739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186681 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -25677410.000000 Penalty: 6021.189453
	Iteration 26Q: 3 clusters Score -2.567741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186681 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -25677412.000000 Penalty: 6021.189453
	Iteration 27Q: 3 clusters Score -2.567741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186681 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -25677412.000000 Penalty: 6021.189453
	Iteration 28F: 3 clusters Score -2.567741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Entering Unmasked Estep 
Score: -2816477.500000 Penalty: 2458.200928
	Iteration 0F: 2 clusters Score -2816478 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 10085 members 
Entering Unmasked Estep 
Score: -2802133.500000 Penalty: 4916.401855
	Iteration 0F: 3 clusters Score -2802134 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2806932.250000 Penalty: 4916.401855
	Iteration 1F: 3 clusters Score -2806932 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2807255.500000 Penalty: 4916.401855
	Iteration 2Q: 3 clusters Score -2807256 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2807503.500000 Penalty: 4916.401855
	Iteration 3Q: 3 clusters Score -2807504 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2807704.000000 Penalty: 4916.401855
	Iteration 4Q: 3 clusters Score -2807704 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2807871.750000 Penalty: 4916.401855
	Iteration 5Q: 3 clusters Score -2807872 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2808012.500000 Penalty: 4916.401855
	Iteration 6Q: 3 clusters Score -2808012 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2808164.000000 Penalty: 4916.401855
	Iteration 7Q: 3 clusters Score -2808164 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2808321.500000 Penalty: 4916.401855
	Iteration 8Q: 3 clusters Score -2808322 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2808516.500000 Penalty: 4916.401855
	Iteration 9Q: 3 clusters Score -2808516 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2808746.000000 Penalty: 4916.401855
	Iteration 10Q: 3 clusters Score -2808746 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2809034.000000 Penalty: 4916.401855
	Iteration 11Q: 3 clusters Score -2809034 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2809395.750000 Penalty: 4916.401855
	Iteration 12Q: 3 clusters Score -2809396 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2809833.000000 Penalty: 4916.401855
	Iteration 13Q: 3 clusters Score -2809833 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2810386.750000 Penalty: 4916.401855
	Iteration 14Q: 3 clusters Score -2810387 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2811065.750000 Penalty: 4916.401855
	Iteration 15Q: 3 clusters Score -2811066 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2811800.000000 Penalty: 4916.401855
	Iteration 16F: 3 clusters Score -2811800 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2812393.750000 Penalty: 4916.401855
	Iteration 17Q: 3 clusters Score -2812394 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2812755.000000 Penalty: 4916.401855
	Iteration 18Q: 3 clusters Score -2812755 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2812950.500000 Penalty: 4916.401855
	Iteration 19Q: 3 clusters Score -2812950 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -2813071.000000 Penalty: 4916.401855
	Iteration 20F: 3 clusters Score -2813071 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2813157.750000 Penalty: 4916.401855
	Iteration 21Q: 3 clusters Score -2813158 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2813226.750000 Penalty: 4916.401855
	Iteration 22Q: 3 clusters Score -2813227 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2813283.250000 Penalty: 4916.401855
	Iteration 23Q: 3 clusters Score -2813283 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2813343.500000 Penalty: 4916.401855
	Iteration 24Q: 3 clusters Score -2813344 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2813370.750000 Penalty: 4916.401855
	Iteration 25Q: 3 clusters Score -2813371 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2813396.750000 Penalty: 4916.401855
	Iteration 26Q: 3 clusters Score -2813397 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2813415.250000 Penalty: 4916.401855
	Iteration 27Q: 3 clusters Score -2813415 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2813432.500000 Penalty: 4916.401855
	Iteration 28Q: 3 clusters Score -2813432 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2813450.250000 Penalty: 4916.401855
	Iteration 29Q: 3 clusters Score -2813450 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2813466.500000 Penalty: 4916.401855
	Iteration 30Q: 3 clusters Score -2813466 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2813502.000000 Penalty: 4916.401855
	Iteration 31Q: 3 clusters Score -2813502 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2813528.500000 Penalty: 4916.401855
	Iteration 32Q: 3 clusters Score -2813528 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2813545.000000 Penalty: 4916.401855
	Iteration 33Q: 3 clusters Score -2813545 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2813563.250000 Penalty: 4916.401855
	Iteration 34Q: 3 clusters Score -2813563 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2813584.500000 Penalty: 4916.401855
	Iteration 35Q: 3 clusters Score -2813584 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2813598.250000 Penalty: 4916.401855
	Iteration 36Q: 3 clusters Score -2813598 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2813618.500000 Penalty: 4916.401855
	Iteration 37Q: 3 clusters Score -2813618 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2813628.250000 Penalty: 4916.401855
	Iteration 38Q: 3 clusters Score -2813628 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2813640.500000 Penalty: 4916.401855
	Iteration 39Q: 3 clusters Score -2813640 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2813655.250000 Penalty: 4916.401855
	Iteration 40F: 3 clusters Score -2813655 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2813658.250000 Penalty: 4916.401855
	Iteration 41Q: 3 clusters Score -2813658 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2813671.000000 Penalty: 4916.401855
	Iteration 42Q: 3 clusters Score -2813671 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2813682.500000 Penalty: 4916.401855
	Iteration 43Q: 3 clusters Score -2813682 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2813693.250000 Penalty: 4916.401855
	Iteration 44Q: 3 clusters Score -2813693 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2813702.250000 Penalty: 4916.401855
	Iteration 45Q: 3 clusters Score -2813702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2813714.500000 Penalty: 4916.401855
	Iteration 46Q: 3 clusters Score -2813714 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2813731.250000 Penalty: 4916.401855
	Iteration 47Q: 3 clusters Score -2813731 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2813741.250000 Penalty: 4916.401855
	Iteration 48Q: 3 clusters Score -2813741 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2813744.750000 Penalty: 4916.401855
	Iteration 49Q: 3 clusters Score -2813745 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2813765.750000 Penalty: 4916.401855
	Iteration 50Q: 3 clusters Score -2813766 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2813771.750000 Penalty: 4916.401855
	Iteration 51Q: 3 clusters Score -2813772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2813791.750000 Penalty: 4916.401855
	Iteration 52Q: 3 clusters Score -2813792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2813793.750000 Penalty: 4916.401855
	Iteration 53Q: 3 clusters Score -2813794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2813804.250000 Penalty: 4916.401855
	Iteration 54Q: 3 clusters Score -2813804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2813818.500000 Penalty: 4916.401855
	Iteration 55Q: 3 clusters Score -2813818 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2813824.250000 Penalty: 4916.401855
	Iteration 56Q: 3 clusters Score -2813824 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2813835.500000 Penalty: 4916.401855
	Iteration 57Q: 3 clusters Score -2813836 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2813852.750000 Penalty: 4916.401855
	Iteration 58Q: 3 clusters Score -2813853 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2813866.500000 Penalty: 4916.401855
	Iteration 59Q: 3 clusters Score -2813866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2813871.250000 Penalty: 4916.401855
	Iteration 60F: 3 clusters Score -2813871 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2813882.250000 Penalty: 4916.401855
	Iteration 61Q: 3 clusters Score -2813882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2813887.000000 Penalty: 4916.401855
	Iteration 62Q: 3 clusters Score -2813887 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2813903.500000 Penalty: 4916.401855
	Iteration 63Q: 3 clusters Score -2813904 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2813916.250000 Penalty: 4916.401855
	Iteration 64Q: 3 clusters Score -2813916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2813920.750000 Penalty: 4916.401855
	Iteration 65Q: 3 clusters Score -2813921 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2813937.500000 Penalty: 4916.401855
	Iteration 66Q: 3 clusters Score -2813938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2813954.750000 Penalty: 4916.401855
	Iteration 67Q: 3 clusters Score -2813955 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2813956.250000 Penalty: 4916.401855
	Iteration 68Q: 3 clusters Score -2813956 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2813969.250000 Penalty: 4916.401855
	Iteration 69Q: 3 clusters Score -2813969 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2813972.250000 Penalty: 4916.401855
	Iteration 70Q: 3 clusters Score -2813972 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2814000.000000 Penalty: 4916.401855
	Iteration 71Q: 3 clusters Score -2814000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2814009.000000 Penalty: 4916.401855
	Iteration 72Q: 3 clusters Score -2814009 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2814022.250000 Penalty: 4916.401855
	Iteration 73Q: 3 clusters Score -2814022 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2814030.250000 Penalty: 4916.401855
	Iteration 74Q: 3 clusters Score -2814030 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2814040.000000 Penalty: 4916.401855
	Iteration 75Q: 3 clusters Score -2814040 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2814050.250000 Penalty: 4916.401855
	Iteration 76Q: 3 clusters Score -2814050 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2814065.250000 Penalty: 4916.401855
	Iteration 77Q: 3 clusters Score -2814065 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2814084.750000 Penalty: 4916.401855
	Iteration 78Q: 3 clusters Score -2814085 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2814101.000000 Penalty: 4916.401855
	Iteration 79Q: 3 clusters Score -2814101 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2814114.250000 Penalty: 4916.401855
	Iteration 80F: 3 clusters Score -2814114 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2814134.500000 Penalty: 4916.401855
	Iteration 81Q: 3 clusters Score -2814134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2814147.750000 Penalty: 4916.401855
	Iteration 82Q: 3 clusters Score -2814148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2814156.750000 Penalty: 4916.401855
	Iteration 83Q: 3 clusters Score -2814157 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2814165.750000 Penalty: 4916.401855
	Iteration 84Q: 3 clusters Score -2814166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2814176.000000 Penalty: 4916.401855
	Iteration 85Q: 3 clusters Score -2814176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2814191.500000 Penalty: 4916.401855
	Iteration 86Q: 3 clusters Score -2814192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2814198.750000 Penalty: 4916.401855
	Iteration 87Q: 3 clusters Score -2814199 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2814204.000000 Penalty: 4916.401855
	Iteration 88Q: 3 clusters Score -2814204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -2814208.000000 Penalty: 4916.401855
	Iteration 89Q: 3 clusters Score -2814208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2814218.500000 Penalty: 4916.401855
	Iteration 90Q: 3 clusters Score -2814218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2814220.250000 Penalty: 4916.401855
	Iteration 91Q: 3 clusters Score -2814220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2814223.500000 Penalty: 4916.401855
	Iteration 92Q: 3 clusters Score -2814224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -2814228.500000 Penalty: 4916.401855
	Iteration 93Q: 3 clusters Score -2814228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2814237.500000 Penalty: 4916.401855
	Iteration 94Q: 3 clusters Score -2814238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2814240.750000 Penalty: 4916.401855
	Iteration 95Q: 3 clusters Score -2814241 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2814251.500000 Penalty: 4916.401855
	Iteration 96Q: 3 clusters Score -2814252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2814254.500000 Penalty: 4916.401855
	Iteration 97Q: 3 clusters Score -2814254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2814259.000000 Penalty: 4916.401855
	Iteration 98Q: 3 clusters Score -2814259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2814261.000000 Penalty: 4916.401855
	Iteration 99Q: 3 clusters Score -2814261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2814264.000000 Penalty: 4916.401855
	Iteration 100F: 3 clusters Score -2814264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2814254.250000 Penalty: 4916.401855
	Iteration 101Q: 3 clusters Score -2814254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2814259.750000 Penalty: 4916.401855
	Iteration 102Q: 3 clusters Score -2814260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2814261.500000 Penalty: 4916.401855
	Iteration 103Q: 3 clusters Score -2814262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2814264.000000 Penalty: 4916.401855
	Iteration 104Q: 3 clusters Score -2814264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2814267.250000 Penalty: 4916.401855
	Iteration 105Q: 3 clusters Score -2814267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2814272.250000 Penalty: 4916.401855
	Iteration 106Q: 3 clusters Score -2814272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2814267.500000 Penalty: 4916.401855
	Iteration 107Q: 3 clusters Score -2814268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2814272.000000 Penalty: 4916.401855
	Iteration 108Q: 3 clusters Score -2814272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2814272.750000 Penalty: 4916.401855
	Iteration 109Q: 3 clusters Score -2814273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2814275.000000 Penalty: 4916.401855
	Iteration 110Q: 3 clusters Score -2814275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2814274.000000 Penalty: 4916.401855
	Iteration 111Q: 3 clusters Score -2814274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2814276.250000 Penalty: 4916.401855
	Iteration 112Q: 3 clusters Score -2814276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2814279.500000 Penalty: 4916.401855
	Iteration 113Q: 3 clusters Score -2814280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2814282.750000 Penalty: 4916.401855
	Iteration 114Q: 3 clusters Score -2814283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2814279.500000 Penalty: 4916.401855
	Iteration 115Q: 3 clusters Score -2814280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2814282.500000 Penalty: 4916.401855
	Iteration 116Q: 3 clusters Score -2814282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2814285.250000 Penalty: 4916.401855
	Iteration 117Q: 3 clusters Score -2814285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2814284.000000 Penalty: 4916.401855
	Iteration 118Q: 3 clusters Score -2814284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2814283.500000 Penalty: 4916.401855
	Iteration 119Q: 3 clusters Score -2814284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2814285.500000 Penalty: 4916.401855
	Iteration 120F: 3 clusters Score -2814286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2814286.250000 Penalty: 4916.401855
	Iteration 121Q: 3 clusters Score -2814286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2814285.750000 Penalty: 4916.401855
	Iteration 122Q: 3 clusters Score -2814286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2814292.250000 Penalty: 4916.401855
	Iteration 123Q: 3 clusters Score -2814292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2814289.250000 Penalty: 4916.401855
	Iteration 124Q: 3 clusters Score -2814289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2814291.750000 Penalty: 4916.401855
	Iteration 125Q: 3 clusters Score -2814292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2814293.250000 Penalty: 4916.401855
	Iteration 126Q: 3 clusters Score -2814293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2814298.750000 Penalty: 4916.401855
	Iteration 127Q: 3 clusters Score -2814299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2814297.250000 Penalty: 4916.401855
	Iteration 128Q: 3 clusters Score -2814297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2814297.250000 Penalty: 4916.401855
	Iteration 129Q: 3 clusters Score -2814297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2814299.500000 Penalty: 4916.401855
	Iteration 130Q: 3 clusters Score -2814300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2814296.250000 Penalty: 4916.401855
	Iteration 131Q: 3 clusters Score -2814296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2814298.500000 Penalty: 4916.401855
	Iteration 132Q: 3 clusters Score -2814298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2814300.500000 Penalty: 4916.401855
	Iteration 133Q: 3 clusters Score -2814300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2814309.250000 Penalty: 4916.401855
	Iteration 134Q: 3 clusters Score -2814309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2814321.000000 Penalty: 4916.401855
	Iteration 135Q: 3 clusters Score -2814321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2814324.250000 Penalty: 4916.401855
	Iteration 136Q: 3 clusters Score -2814324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2814320.750000 Penalty: 4916.401855
	Iteration 137Q: 3 clusters Score -2814321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2814320.750000 Penalty: 4916.401855
	Iteration 138Q: 3 clusters Score -2814321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2814317.250000 Penalty: 4916.401855
	Iteration 139Q: 3 clusters Score -2814317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2814320.000000 Penalty: 4916.401855
	Iteration 140F: 3 clusters Score -2814320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2814319.500000 Penalty: 4916.401855
	Iteration 141Q: 3 clusters Score -2814320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2814320.500000 Penalty: 4916.401855
	Iteration 142Q: 3 clusters Score -2814320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2814320.750000 Penalty: 4916.401855
	Iteration 143Q: 3 clusters Score -2814321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2814325.000000 Penalty: 4916.401855
	Iteration 144Q: 3 clusters Score -2814325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2814324.250000 Penalty: 4916.401855
	Iteration 145Q: 3 clusters Score -2814324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2814324.000000 Penalty: 4916.401855
	Iteration 146Q: 3 clusters Score -2814324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2814322.500000 Penalty: 4916.401855
	Iteration 147Q: 3 clusters Score -2814322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2814324.500000 Penalty: 4916.401855
	Iteration 148Q: 3 clusters Score -2814324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2814324.250000 Penalty: 4916.401855
	Iteration 149Q: 3 clusters Score -2814324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2814324.250000 Penalty: 4916.401855
	Iteration 150F: 3 clusters Score -2814324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (56944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56944 members 
Entering Unmasked Estep 
Score: -7677732.000000 Penalty: 2715.556152
	Iteration 0F: 2 clusters Score -7677732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -7639466.500000 Penalty: 5431.112305
	Iteration 0F: 3 clusters Score -7639466 nChanged 26458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -7654191.500000 Penalty: 5431.112305
	Iteration 1F: 3 clusters Score -7654192 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -7654724.000000 Penalty: 5431.112305
	Iteration 2Q: 3 clusters Score -7654724 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -7655227.000000 Penalty: 5431.112305
	Iteration 3Q: 3 clusters Score -7655227 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -7655802.000000 Penalty: 5431.112305
	Iteration 4Q: 3 clusters Score -7655802 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -7656405.500000 Penalty: 5431.112305
	Iteration 5Q: 3 clusters Score -7656406 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -7657150.500000 Penalty: 5431.112305
	Iteration 6Q: 3 clusters Score -7657150 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -7658061.500000 Penalty: 5431.112305
	Iteration 7Q: 3 clusters Score -7658062 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -7659415.000000 Penalty: 5431.112305
	Iteration 8Q: 3 clusters Score -7659415 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -7661282.000000 Penalty: 5431.112305
	Iteration 9F: 3 clusters Score -7661282 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -7664029.500000 Penalty: 5431.112305
	Iteration 10F: 3 clusters Score -7664030 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -7667439.000000 Penalty: 5431.112305
	Iteration 11F: 3 clusters Score -7667439 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -7670732.500000 Penalty: 5431.112305
	Iteration 12F: 3 clusters Score -7670732 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -7673180.500000 Penalty: 5431.112305
	Iteration 13Q: 3 clusters Score -7673180 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7674463.000000 Penalty: 5431.112305
	Iteration 14Q: 3 clusters Score -7674463 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7674983.000000 Penalty: 5431.112305
	Iteration 15Q: 3 clusters Score -7674983 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7675206.000000 Penalty: 5431.112305
	Iteration 16Q: 3 clusters Score -7675206 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7675335.500000 Penalty: 5431.112305
	Iteration 17Q: 3 clusters Score -7675336 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7675375.000000 Penalty: 5431.112305
	Iteration 18Q: 3 clusters Score -7675375 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7675416.000000 Penalty: 5431.112305
	Iteration 19Q: 3 clusters Score -7675416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7675445.000000 Penalty: 5431.112305
	Iteration 20F: 3 clusters Score -7675445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56597 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7675457.500000 Penalty: 5431.112305
	Iteration 21Q: 3 clusters Score -7675458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56606 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7675478.000000 Penalty: 5431.112305
	Iteration 22Q: 3 clusters Score -7675478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56616 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -7675485.000000 Penalty: 5431.112305
	Iteration 23Q: 3 clusters Score -7675485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56621 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7675492.500000 Penalty: 5431.112305
	Iteration 24Q: 3 clusters Score -7675492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56629 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7675504.500000 Penalty: 5431.112305
	Iteration 25Q: 3 clusters Score -7675504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56634 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7675513.500000 Penalty: 5431.112305
	Iteration 26Q: 3 clusters Score -7675514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56635 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7675515.000000 Penalty: 5431.112305
	Iteration 27Q: 3 clusters Score -7675515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7675512.000000 Penalty: 5431.112305
	Iteration 28Q: 3 clusters Score -7675512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7675512.000000 Penalty: 5431.112305
	Iteration 29F: 3 clusters Score -7675512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Entering Unmasked Estep 
Score: -882799.500000 Penalty: 2180.778320
	Iteration 0F: 2 clusters Score -882799.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -877265.937500 Penalty: 4361.556641
	Iteration 0F: 3 clusters Score -877265.9 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -878638.687500 Penalty: 4361.556641
	Iteration 1F: 3 clusters Score -878638.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -878868.125000 Penalty: 4361.556641
	Iteration 2F: 3 clusters Score -878868.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -879022.875000 Penalty: 4361.556641
	Iteration 3Q: 3 clusters Score -879022.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -879146.062500 Penalty: 4361.556641
	Iteration 4Q: 3 clusters Score -879146.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -879249.812500 Penalty: 4361.556641
	Iteration 5Q: 3 clusters Score -879249.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -879338.375000 Penalty: 4361.556641
	Iteration 6Q: 3 clusters Score -879338.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -879429.437500 Penalty: 4361.556641
	Iteration 7Q: 3 clusters Score -879429.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -879543.000000 Penalty: 4361.556641
	Iteration 8Q: 3 clusters Score -879543 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -879673.750000 Penalty: 4361.556641
	Iteration 9Q: 3 clusters Score -879673.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -879855.125000 Penalty: 4361.556641
	Iteration 10Q: 3 clusters Score -879855.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -880039.562500 Penalty: 4361.556641
	Iteration 11Q: 3 clusters Score -880039.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -880199.500000 Penalty: 4361.556641
	Iteration 12Q: 3 clusters Score -880199.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -880353.812500 Penalty: 4361.556641
	Iteration 13Q: 3 clusters Score -880353.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -880479.000000 Penalty: 4361.556641
	Iteration 14Q: 3 clusters Score -880479 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -880571.687500 Penalty: 4361.556641
	Iteration 15Q: 3 clusters Score -880571.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -880648.500000 Penalty: 4361.556641
	Iteration 16Q: 3 clusters Score -880648.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -880709.562500 Penalty: 4361.556641
	Iteration 17Q: 3 clusters Score -880709.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -880767.500000 Penalty: 4361.556641
	Iteration 18Q: 3 clusters Score -880767.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -880803.125000 Penalty: 4361.556641
	Iteration 19Q: 3 clusters Score -880803.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -880832.062500 Penalty: 4361.556641
	Iteration 20F: 3 clusters Score -880832.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -880863.125000 Penalty: 4361.556641
	Iteration 21Q: 3 clusters Score -880863.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -880887.500000 Penalty: 4361.556641
	Iteration 22Q: 3 clusters Score -880887.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -880899.062500 Penalty: 4361.556641
	Iteration 23Q: 3 clusters Score -880899.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -880905.937500 Penalty: 4361.556641
	Iteration 24Q: 3 clusters Score -880905.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -880916.500000 Penalty: 4361.556641
	Iteration 25Q: 3 clusters Score -880916.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -880923.187500 Penalty: 4361.556641
	Iteration 26Q: 3 clusters Score -880923.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -880932.000000 Penalty: 4361.556641
	Iteration 27Q: 3 clusters Score -880932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -880932.000000 Penalty: 4361.556641
	Iteration 28F: 3 clusters Score -880932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Entering Unmasked Estep 
Score: -1535495.500000 Penalty: 2323.186279
	Iteration 0F: 2 clusters Score -1535496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1526732.250000 Penalty: 4646.372559
	Iteration 0F: 3 clusters Score -1526732 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1529368.500000 Penalty: 4646.372559
	Iteration 1F: 3 clusters Score -1529368 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1529696.375000 Penalty: 4646.372559
	Iteration 2F: 3 clusters Score -1529696 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1529911.000000 Penalty: 4646.372559
	Iteration 3Q: 3 clusters Score -1529911 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1530082.875000 Penalty: 4646.372559
	Iteration 4Q: 3 clusters Score -1530083 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1530221.250000 Penalty: 4646.372559
	Iteration 5Q: 3 clusters Score -1530221 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1530363.125000 Penalty: 4646.372559
	Iteration 6Q: 3 clusters Score -1530363 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1530484.250000 Penalty: 4646.372559
	Iteration 7Q: 3 clusters Score -1530484 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1530604.250000 Penalty: 4646.372559
	Iteration 8Q: 3 clusters Score -1530604 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1530739.250000 Penalty: 4646.372559
	Iteration 9Q: 3 clusters Score -1530739 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1530884.375000 Penalty: 4646.372559
	Iteration 10Q: 3 clusters Score -1530884 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1531033.125000 Penalty: 4646.372559
	Iteration 11Q: 3 clusters Score -1531033 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1531181.500000 Penalty: 4646.372559
	Iteration 12Q: 3 clusters Score -1531182 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1531343.875000 Penalty: 4646.372559
	Iteration 13Q: 3 clusters Score -1531344 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1531523.500000 Penalty: 4646.372559
	Iteration 14Q: 3 clusters Score -1531524 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1531725.000000 Penalty: 4646.372559
	Iteration 15Q: 3 clusters Score -1531725 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1531946.250000 Penalty: 4646.372559
	Iteration 16Q: 3 clusters Score -1531946 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1532181.750000 Penalty: 4646.372559
	Iteration 17Q: 3 clusters Score -1532182 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1532422.000000 Penalty: 4646.372559
	Iteration 18Q: 3 clusters Score -1532422 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1532622.625000 Penalty: 4646.372559
	Iteration 19Q: 3 clusters Score -1532623 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1532771.375000 Penalty: 4646.372559
	Iteration 20F: 3 clusters Score -1532771 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1532903.625000 Penalty: 4646.372559
	Iteration 21Q: 3 clusters Score -1532904 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1533008.625000 Penalty: 4646.372559
	Iteration 22Q: 3 clusters Score -1533009 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1533104.000000 Penalty: 4646.372559
	Iteration 23Q: 3 clusters Score -1533104 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1533186.875000 Penalty: 4646.372559
	Iteration 24Q: 3 clusters Score -1533187 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1533262.375000 Penalty: 4646.372559
	Iteration 25Q: 3 clusters Score -1533262 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1533322.000000 Penalty: 4646.372559
	Iteration 26Q: 3 clusters Score -1533322 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1533364.750000 Penalty: 4646.372559
	Iteration 27Q: 3 clusters Score -1533365 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1533403.000000 Penalty: 4646.372559
	Iteration 28Q: 3 clusters Score -1533403 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1533437.375000 Penalty: 4646.372559
	Iteration 29Q: 3 clusters Score -1533437 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1533464.125000 Penalty: 4646.372559
	Iteration 30Q: 3 clusters Score -1533464 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1533497.000000 Penalty: 4646.372559
	Iteration 31Q: 3 clusters Score -1533497 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1533517.625000 Penalty: 4646.372559
	Iteration 32Q: 3 clusters Score -1533518 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1533531.750000 Penalty: 4646.372559
	Iteration 33Q: 3 clusters Score -1533532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1533540.125000 Penalty: 4646.372559
	Iteration 34Q: 3 clusters Score -1533540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1533554.125000 Penalty: 4646.372559
	Iteration 35Q: 3 clusters Score -1533554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1533564.500000 Penalty: 4646.372559
	Iteration 36Q: 3 clusters Score -1533564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1533577.625000 Penalty: 4646.372559
	Iteration 37Q: 3 clusters Score -1533578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1533594.375000 Penalty: 4646.372559
	Iteration 38Q: 3 clusters Score -1533594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1533605.750000 Penalty: 4646.372559
	Iteration 39Q: 3 clusters Score -1533606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1533623.375000 Penalty: 4646.372559
	Iteration 40F: 3 clusters Score -1533623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1533629.000000 Penalty: 4646.372559
	Iteration 41Q: 3 clusters Score -1533629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1533640.000000 Penalty: 4646.372559
	Iteration 42Q: 3 clusters Score -1533640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1533641.875000 Penalty: 4646.372559
	Iteration 43Q: 3 clusters Score -1533642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1533649.250000 Penalty: 4646.372559
	Iteration 44Q: 3 clusters Score -1533649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1533652.375000 Penalty: 4646.372559
	Iteration 45Q: 3 clusters Score -1533652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1533656.125000 Penalty: 4646.372559
	Iteration 46Q: 3 clusters Score -1533656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1533659.500000 Penalty: 4646.372559
	Iteration 47Q: 3 clusters Score -1533660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1533659.375000 Penalty: 4646.372559
	Iteration 48Q: 3 clusters Score -1533659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1533669.500000 Penalty: 4646.372559
	Iteration 49Q: 3 clusters Score -1533670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1533667.125000 Penalty: 4646.372559
	Iteration 50Q: 3 clusters Score -1533667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1533671.875000 Penalty: 4646.372559
	Iteration 51Q: 3 clusters Score -1533672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1533672.625000 Penalty: 4646.372559
	Iteration 52Q: 3 clusters Score -1533673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1533676.500000 Penalty: 4646.372559
	Iteration 53Q: 3 clusters Score -1533676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1533678.500000 Penalty: 4646.372559
	Iteration 54Q: 3 clusters Score -1533678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1533678.500000 Penalty: 4646.372559
	Iteration 55F: 3 clusters Score -1533678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (190253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190253 members 
Entering Unmasked Estep 
Score: -26097078.000000 Penalty: 3014.715332
	Iteration 0F: 2 clusters Score -2.609708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95309 members 
Mstep: Class 2 contains 94944 members 
Entering Unmasked Estep 
Score: -25972384.000000 Penalty: 6029.430664
	Iteration 0F: 3 clusters Score -2.597238e+07 nChanged 91869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99010 members 
Mstep: Class 2 contains 91243 members 
Entering Unmasked Estep 
Score: -26027514.000000 Penalty: 6029.430664
	Iteration 1F: 3 clusters Score -2.602751e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102153 members 
Mstep: Class 2 contains 88100 members 
Entering Unmasked Estep 
Score: -26030662.000000 Penalty: 6029.430664
	Iteration 2Q: 3 clusters Score -2.603066e+07 nChanged 9900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107323 members 
Mstep: Class 2 contains 82930 members 
Entering Unmasked Estep 
Score: -26035418.000000 Penalty: 6029.430664
	Iteration 3F: 3 clusters Score -2.603542e+07 nChanged 12764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115263 members 
Mstep: Class 2 contains 74990 members 
Entering Unmasked Estep 
Score: -26043296.000000 Penalty: 6029.430664
	Iteration 4F: 3 clusters Score -2.60433e+07 nChanged 15280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125965 members 
Mstep: Class 2 contains 64288 members 
Entering Unmasked Estep 
Score: -26055552.000000 Penalty: 6029.430664
	Iteration 5F: 3 clusters Score -2.605555e+07 nChanged 15674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137521 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -26070256.000000 Penalty: 6029.430664
	Iteration 6F: 3 clusters Score -2.607026e+07 nChanged 12766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146451 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -26082862.000000 Penalty: 6029.430664
	Iteration 7F: 3 clusters Score -2.608286e+07 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151953 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -26088996.000000 Penalty: 6029.430664
	Iteration 8Q: 3 clusters Score -2.6089e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155820 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -26091074.000000 Penalty: 6029.430664
	Iteration 9Q: 3 clusters Score -2.609107e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159254 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -26092024.000000 Penalty: 6029.430664
	Iteration 10Q: 3 clusters Score -2.609202e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162358 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -26092830.000000 Penalty: 6029.430664
	Iteration 11Q: 3 clusters Score -2.609283e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165298 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -26093712.000000 Penalty: 6029.430664
	Iteration 12Q: 3 clusters Score -2.609371e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167999 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -26094308.000000 Penalty: 6029.430664
	Iteration 13Q: 3 clusters Score -2.609431e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170448 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -26094702.000000 Penalty: 6029.430664
	Iteration 14Q: 3 clusters Score -2.60947e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172724 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -26094924.000000 Penalty: 6029.430664
	Iteration 15Q: 3 clusters Score -2.609492e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174833 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -26095080.000000 Penalty: 6029.430664
	Iteration 16Q: 3 clusters Score -2.609508e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176748 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -26095486.000000 Penalty: 6029.430664
	Iteration 17Q: 3 clusters Score -2.609549e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178458 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -26095708.000000 Penalty: 6029.430664
	Iteration 18Q: 3 clusters Score -2.609571e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180020 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -26095938.000000 Penalty: 6029.430664
	Iteration 19Q: 3 clusters Score -2.609594e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181345 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -26096232.000000 Penalty: 6029.430664
	Iteration 20F: 3 clusters Score -2.609623e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182446 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -26096304.000000 Penalty: 6029.430664
	Iteration 21Q: 3 clusters Score -2.60963e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183401 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -26096368.000000 Penalty: 6029.430664
	Iteration 22Q: 3 clusters Score -2.609637e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184189 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -26096288.000000 Penalty: 6029.430664
	Iteration 23Q: 3 clusters Score -2.609629e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184890 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -26096238.000000 Penalty: 6029.430664
	Iteration 24Q: 3 clusters Score -2.609624e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185490 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -26096200.000000 Penalty: 6029.430664
	Iteration 25Q: 3 clusters Score -2.60962e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185966 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -26096212.000000 Penalty: 6029.430664
	Iteration 26Q: 3 clusters Score -2.609621e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186351 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -26096244.000000 Penalty: 6029.430664
	Iteration 27Q: 3 clusters Score -2.609624e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186690 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -26096200.000000 Penalty: 6029.430664
	Iteration 28Q: 3 clusters Score -2.60962e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186996 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -26096104.000000 Penalty: 6029.430664
	Iteration 29Q: 3 clusters Score -2.60961e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187231 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -26095986.000000 Penalty: 6029.430664
	Iteration 30Q: 3 clusters Score -2.609599e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187419 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -26095964.000000 Penalty: 6029.430664
	Iteration 31Q: 3 clusters Score -2.609596e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187567 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -26095914.000000 Penalty: 6029.430664
	Iteration 32Q: 3 clusters Score -2.609591e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187689 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -26095890.000000 Penalty: 6029.430664
	Iteration 33Q: 3 clusters Score -2.609589e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187799 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -26095830.000000 Penalty: 6029.430664
	Iteration 34Q: 3 clusters Score -2.609583e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187894 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -26095842.000000 Penalty: 6029.430664
	Iteration 35Q: 3 clusters Score -2.609584e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187989 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -26095774.000000 Penalty: 6029.430664
	Iteration 36Q: 3 clusters Score -2.609577e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188060 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -26095724.000000 Penalty: 6029.430664
	Iteration 37Q: 3 clusters Score -2.609572e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188105 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -26095726.000000 Penalty: 6029.430664
	Iteration 38Q: 3 clusters Score -2.609573e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188145 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -26095730.000000 Penalty: 6029.430664
	Iteration 39Q: 3 clusters Score -2.609573e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188169 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -26095746.000000 Penalty: 6029.430664
	Iteration 40F: 3 clusters Score -2.609575e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188198 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -26095724.000000 Penalty: 6029.430664
	Iteration 41Q: 3 clusters Score -2.609572e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188221 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -26095730.000000 Penalty: 6029.430664
	Iteration 42Q: 3 clusters Score -2.609573e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188236 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -26095690.000000 Penalty: 6029.430664
	Iteration 43Q: 3 clusters Score -2.609569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188250 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -26095712.000000 Penalty: 6029.430664
	Iteration 44Q: 3 clusters Score -2.609571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188266 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -26095728.000000 Penalty: 6029.430664
	Iteration 45Q: 3 clusters Score -2.609573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188279 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -26095714.000000 Penalty: 6029.430664
	Iteration 46Q: 3 clusters Score -2.609571e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188292 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -26095712.000000 Penalty: 6029.430664
	Iteration 47Q: 3 clusters Score -2.609571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188305 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -26095732.000000 Penalty: 6029.430664
	Iteration 48Q: 3 clusters Score -2.609573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188313 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -26095718.000000 Penalty: 6029.430664
	Iteration 49Q: 3 clusters Score -2.609572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188320 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -26095720.000000 Penalty: 6029.430664
	Iteration 50Q: 3 clusters Score -2.609572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188323 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -26095722.000000 Penalty: 6029.430664
	Iteration 51Q: 3 clusters Score -2.609572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188325 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -26095726.000000 Penalty: 6029.430664
	Iteration 52Q: 3 clusters Score -2.609573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188325 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -26095726.000000 Penalty: 6029.430664
	Iteration 53F: 3 clusters Score -2.609573e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (81472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81472 members 
Entering Unmasked Estep 
Score: -11224926.000000 Penalty: 2804.387695
	Iteration 0F: 2 clusters Score -1.122493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -11170372.000000 Penalty: 5608.775391
	Iteration 0F: 3 clusters Score -1.117037e+07 nChanged 38299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -11191773.000000 Penalty: 5608.775391
	Iteration 1F: 3 clusters Score -1.119177e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -11192341.000000 Penalty: 5608.775391
	Iteration 2Q: 3 clusters Score -1.119234e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -11192809.000000 Penalty: 5608.775391
	Iteration 3Q: 3 clusters Score -1.119281e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -11193318.000000 Penalty: 5608.775391
	Iteration 4Q: 3 clusters Score -1.119332e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -11194086.000000 Penalty: 5608.775391
	Iteration 5Q: 3 clusters Score -1.119409e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -11195247.000000 Penalty: 5608.775391
	Iteration 6Q: 3 clusters Score -1.119525e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -11196989.000000 Penalty: 5608.775391
	Iteration 7Q: 3 clusters Score -1.119699e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54690 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -11199504.000000 Penalty: 5608.775391
	Iteration 8F: 3 clusters Score -1.11995e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60145 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -11203442.000000 Penalty: 5608.775391
	Iteration 9F: 3 clusters Score -1.120344e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66281 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -11208389.000000 Penalty: 5608.775391
	Iteration 10F: 3 clusters Score -1.120839e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72288 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -11213996.000000 Penalty: 5608.775391
	Iteration 11F: 3 clusters Score -1.1214e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76950 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -11218472.000000 Penalty: 5608.775391
	Iteration 12F: 3 clusters Score -1.121847e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79549 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -11220843.000000 Penalty: 5608.775391
	Iteration 13Q: 3 clusters Score -1.122084e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -11221805.000000 Penalty: 5608.775391
	Iteration 14Q: 3 clusters Score -1.12218e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81003 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -11222148.000000 Penalty: 5608.775391
	Iteration 15Q: 3 clusters Score -1.122215e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81122 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -11222259.000000 Penalty: 5608.775391
	Iteration 16Q: 3 clusters Score -1.122226e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81170 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -11222329.000000 Penalty: 5608.775391
	Iteration 17Q: 3 clusters Score -1.122233e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81196 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -11222363.000000 Penalty: 5608.775391
	Iteration 18Q: 3 clusters Score -1.122236e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81215 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -11222395.000000 Penalty: 5608.775391
	Iteration 19Q: 3 clusters Score -1.12224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -11222405.000000 Penalty: 5608.775391
	Iteration 20F: 3 clusters Score -1.12224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81225 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -11222417.000000 Penalty: 5608.775391
	Iteration 21Q: 3 clusters Score -1.122242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81226 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -11222419.000000 Penalty: 5608.775391
	Iteration 22Q: 3 clusters Score -1.122242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81226 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -11222418.000000 Penalty: 5608.775391
	Iteration 23Q: 3 clusters Score -1.122242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81227 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -11222429.000000 Penalty: 5608.775391
	Iteration 24Q: 3 clusters Score -1.122243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81229 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -11222433.000000 Penalty: 5608.775391
	Iteration 25Q: 3 clusters Score -1.122243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81230 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -11222429.000000 Penalty: 5608.775391
	Iteration 26Q: 3 clusters Score -1.122243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81232 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -11222433.000000 Penalty: 5608.775391
	Iteration 27Q: 3 clusters Score -1.122243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81232 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -11222433.000000 Penalty: 5608.775391
	Iteration 28F: 3 clusters Score -1.122243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -310344.062500 Penalty: 1926.281494
	Iteration 0F: 2 clusters Score -310344.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -307531.968750 Penalty: 3852.562988
	Iteration 0F: 3 clusters Score -307532 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -308072.000000 Penalty: 3852.562988
	Iteration 1F: 3 clusters Score -308072 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -308233.718750 Penalty: 3852.562988
	Iteration 2F: 3 clusters Score -308233.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -308335.875000 Penalty: 3852.562988
	Iteration 3Q: 3 clusters Score -308335.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -308433.125000 Penalty: 3852.562988
	Iteration 4Q: 3 clusters Score -308433.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -308526.375000 Penalty: 3852.562988
	Iteration 5Q: 3 clusters Score -308526.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -308597.906250 Penalty: 3852.562988
	Iteration 6Q: 3 clusters Score -308597.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -308648.156250 Penalty: 3852.562988
	Iteration 7Q: 3 clusters Score -308648.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -308690.843750 Penalty: 3852.562988
	Iteration 8Q: 3 clusters Score -308690.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -308732.218750 Penalty: 3852.562988
	Iteration 9Q: 3 clusters Score -308732.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -308764.656250 Penalty: 3852.562988
	Iteration 10Q: 3 clusters Score -308764.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -308798.500000 Penalty: 3852.562988
	Iteration 11Q: 3 clusters Score -308798.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -308826.500000 Penalty: 3852.562988
	Iteration 12Q: 3 clusters Score -308826.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -308844.000000 Penalty: 3852.562988
	Iteration 13Q: 3 clusters Score -308844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -308852.906250 Penalty: 3852.562988
	Iteration 14Q: 3 clusters Score -308852.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -308860.968750 Penalty: 3852.562988
	Iteration 15Q: 3 clusters Score -308861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -308869.156250 Penalty: 3852.562988
	Iteration 16Q: 3 clusters Score -308869.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -308876.156250 Penalty: 3852.562988
	Iteration 17Q: 3 clusters Score -308876.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -308882.437500 Penalty: 3852.562988
	Iteration 18Q: 3 clusters Score -308882.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -308889.968750 Penalty: 3852.562988
	Iteration 19Q: 3 clusters Score -308890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -308896.406250 Penalty: 3852.562988
	Iteration 20F: 3 clusters Score -308896.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -308899.843750 Penalty: 3852.562988
	Iteration 21Q: 3 clusters Score -308899.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -308903.406250 Penalty: 3852.562988
	Iteration 22Q: 3 clusters Score -308903.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -308906.625000 Penalty: 3852.562988
	Iteration 23Q: 3 clusters Score -308906.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -308908.875000 Penalty: 3852.562988
	Iteration 24Q: 3 clusters Score -308908.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -308909.437500 Penalty: 3852.562988
	Iteration 25Q: 3 clusters Score -308909.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -308911.062500 Penalty: 3852.562988
	Iteration 26Q: 3 clusters Score -308911.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -308913.062500 Penalty: 3852.562988
	Iteration 27Q: 3 clusters Score -308913.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -308914.250000 Penalty: 3852.562988
	Iteration 28Q: 3 clusters Score -308914.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -308917.250000 Penalty: 3852.562988
	Iteration 29Q: 3 clusters Score -308917.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -308917.250000 Penalty: 3852.562988
	Iteration 30F: 3 clusters Score -308917.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Entering Unmasked Estep 
Score: -4425890.000000 Penalty: 2570.618164
	Iteration 0F: 2 clusters Score -4425890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -4404170.500000 Penalty: 5141.236328
	Iteration 0F: 3 clusters Score -4404170 nChanged 14253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -4412068.500000 Penalty: 5141.236328
	Iteration 1F: 3 clusters Score -4412068 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -4412648.000000 Penalty: 5141.236328
	Iteration 2F: 3 clusters Score -4412648 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -4413305.500000 Penalty: 5141.236328
	Iteration 3Q: 3 clusters Score -4413306 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -4414111.500000 Penalty: 5141.236328
	Iteration 4F: 3 clusters Score -4414112 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -4415036.500000 Penalty: 5141.236328
	Iteration 5F: 3 clusters Score -4415036 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -4416261.500000 Penalty: 5141.236328
	Iteration 6F: 3 clusters Score -4416262 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -4417673.500000 Penalty: 5141.236328
	Iteration 7F: 3 clusters Score -4417674 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -4419209.500000 Penalty: 5141.236328
	Iteration 8F: 3 clusters Score -4419210 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -4420310.000000 Penalty: 5141.236328
	Iteration 9Q: 3 clusters Score -4420310 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -4420882.000000 Penalty: 5141.236328
	Iteration 10Q: 3 clusters Score -4420882 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -4421136.500000 Penalty: 5141.236328
	Iteration 11Q: 3 clusters Score -4421136 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -4421288.000000 Penalty: 5141.236328
	Iteration 12Q: 3 clusters Score -4421288 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -4421423.000000 Penalty: 5141.236328
	Iteration 13Q: 3 clusters Score -4421423 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -4421536.000000 Penalty: 5141.236328
	Iteration 14Q: 3 clusters Score -4421536 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -4421681.000000 Penalty: 5141.236328
	Iteration 15Q: 3 clusters Score -4421681 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -4421760.500000 Penalty: 5141.236328
	Iteration 16Q: 3 clusters Score -4421760 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -4421872.500000 Penalty: 5141.236328
	Iteration 17Q: 3 clusters Score -4421872 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -4421991.000000 Penalty: 5141.236328
	Iteration 18Q: 3 clusters Score -4421991 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -4422101.500000 Penalty: 5141.236328
	Iteration 19Q: 3 clusters Score -4422102 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -4422227.500000 Penalty: 5141.236328
	Iteration 20F: 3 clusters Score -4422228 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -4422360.500000 Penalty: 5141.236328
	Iteration 21Q: 3 clusters Score -4422360 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -4422490.000000 Penalty: 5141.236328
	Iteration 22Q: 3 clusters Score -4422490 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -4422612.000000 Penalty: 5141.236328
	Iteration 23Q: 3 clusters Score -4422612 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -4422725.000000 Penalty: 5141.236328
	Iteration 24Q: 3 clusters Score -4422725 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -4422832.000000 Penalty: 5141.236328
	Iteration 25Q: 3 clusters Score -4422832 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -4422917.000000 Penalty: 5141.236328
	Iteration 26Q: 3 clusters Score -4422917 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -4423003.000000 Penalty: 5141.236328
	Iteration 27Q: 3 clusters Score -4423003 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -4423084.000000 Penalty: 5141.236328
	Iteration 28Q: 3 clusters Score -4423084 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -4423166.500000 Penalty: 5141.236328
	Iteration 29Q: 3 clusters Score -4423166 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -4423237.000000 Penalty: 5141.236328
	Iteration 30Q: 3 clusters Score -4423237 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -4423311.500000 Penalty: 5141.236328
	Iteration 31Q: 3 clusters Score -4423312 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -4423370.500000 Penalty: 5141.236328
	Iteration 32Q: 3 clusters Score -4423370 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -4423428.500000 Penalty: 5141.236328
	Iteration 33Q: 3 clusters Score -4423428 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -4423471.000000 Penalty: 5141.236328
	Iteration 34Q: 3 clusters Score -4423471 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -4423484.000000 Penalty: 5141.236328
	Iteration 35Q: 3 clusters Score -4423484 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -4423544.000000 Penalty: 5141.236328
	Iteration 36Q: 3 clusters Score -4423544 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -4423569.500000 Penalty: 5141.236328
	Iteration 37Q: 3 clusters Score -4423570 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -4423599.000000 Penalty: 5141.236328
	Iteration 38Q: 3 clusters Score -4423599 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -4423618.000000 Penalty: 5141.236328
	Iteration 39Q: 3 clusters Score -4423618 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -4423638.000000 Penalty: 5141.236328
	Iteration 40F: 3 clusters Score -4423638 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -4423680.500000 Penalty: 5141.236328
	Iteration 41Q: 3 clusters Score -4423680 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -4423706.000000 Penalty: 5141.236328
	Iteration 42Q: 3 clusters Score -4423706 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -4423727.500000 Penalty: 5141.236328
	Iteration 43Q: 3 clusters Score -4423728 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -4423764.500000 Penalty: 5141.236328
	Iteration 44Q: 3 clusters Score -4423764 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -4423777.000000 Penalty: 5141.236328
	Iteration 45Q: 3 clusters Score -4423777 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -4423798.500000 Penalty: 5141.236328
	Iteration 46Q: 3 clusters Score -4423798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -4423812.000000 Penalty: 5141.236328
	Iteration 47Q: 3 clusters Score -4423812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -4423821.500000 Penalty: 5141.236328
	Iteration 48Q: 3 clusters Score -4423822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -4423836.500000 Penalty: 5141.236328
	Iteration 49Q: 3 clusters Score -4423836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -4423847.500000 Penalty: 5141.236328
	Iteration 50Q: 3 clusters Score -4423848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -4423851.000000 Penalty: 5141.236328
	Iteration 51Q: 3 clusters Score -4423851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -4423862.000000 Penalty: 5141.236328
	Iteration 52Q: 3 clusters Score -4423862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -4423866.500000 Penalty: 5141.236328
	Iteration 53Q: 3 clusters Score -4423866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -4423872.000000 Penalty: 5141.236328
	Iteration 54Q: 3 clusters Score -4423872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -4423871.500000 Penalty: 5141.236328
	Iteration 55Q: 3 clusters Score -4423872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -4423882.500000 Penalty: 5141.236328
	Iteration 56Q: 3 clusters Score -4423882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -4423879.000000 Penalty: 5141.236328
	Iteration 57Q: 3 clusters Score -4423879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -4423886.000000 Penalty: 5141.236328
	Iteration 58Q: 3 clusters Score -4423886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -4423891.000000 Penalty: 5141.236328
	Iteration 59Q: 3 clusters Score -4423891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -4423891.000000 Penalty: 5141.236328
	Iteration 60F: 3 clusters Score -4423891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -4423891.000000 Penalty: 5141.236328
	Iteration 61Q: 3 clusters Score -4423891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -4423890.000000 Penalty: 5141.236328
	Iteration 62Q: 3 clusters Score -4423890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -4423898.500000 Penalty: 5141.236328
	Iteration 63Q: 3 clusters Score -4423898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -4423894.500000 Penalty: 5141.236328
	Iteration 64Q: 3 clusters Score -4423894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -4423899.500000 Penalty: 5141.236328
	Iteration 65Q: 3 clusters Score -4423900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -4423907.000000 Penalty: 5141.236328
	Iteration 66Q: 3 clusters Score -4423907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -4423914.500000 Penalty: 5141.236328
	Iteration 67Q: 3 clusters Score -4423914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -4423912.500000 Penalty: 5141.236328
	Iteration 68Q: 3 clusters Score -4423912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -4423916.500000 Penalty: 5141.236328
	Iteration 69Q: 3 clusters Score -4423916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -4423920.500000 Penalty: 5141.236328
	Iteration 70Q: 3 clusters Score -4423920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -4423936.000000 Penalty: 5141.236328
	Iteration 71Q: 3 clusters Score -4423936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -4423938.000000 Penalty: 5141.236328
	Iteration 72Q: 3 clusters Score -4423938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -4423941.500000 Penalty: 5141.236328
	Iteration 73Q: 3 clusters Score -4423942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -4423954.000000 Penalty: 5141.236328
	Iteration 74Q: 3 clusters Score -4423954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -4423958.500000 Penalty: 5141.236328
	Iteration 75Q: 3 clusters Score -4423958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -4423955.000000 Penalty: 5141.236328
	Iteration 76Q: 3 clusters Score -4423955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -4423961.000000 Penalty: 5141.236328
	Iteration 77Q: 3 clusters Score -4423961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -4423963.000000 Penalty: 5141.236328
	Iteration 78Q: 3 clusters Score -4423963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -4423961.500000 Penalty: 5141.236328
	Iteration 79Q: 3 clusters Score -4423962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -4423957.500000 Penalty: 5141.236328
	Iteration 80F: 3 clusters Score -4423958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -4423960.500000 Penalty: 5141.236328
	Iteration 81Q: 3 clusters Score -4423960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -4423955.000000 Penalty: 5141.236328
	Iteration 82Q: 3 clusters Score -4423955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -4423960.500000 Penalty: 5141.236328
	Iteration 83Q: 3 clusters Score -4423960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -4423957.000000 Penalty: 5141.236328
	Iteration 84Q: 3 clusters Score -4423957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -4423961.000000 Penalty: 5141.236328
	Iteration 85Q: 3 clusters Score -4423961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -4423966.500000 Penalty: 5141.236328
	Iteration 86Q: 3 clusters Score -4423966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -4423961.000000 Penalty: 5141.236328
	Iteration 87Q: 3 clusters Score -4423961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -4423967.000000 Penalty: 5141.236328
	Iteration 88Q: 3 clusters Score -4423967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -4423970.000000 Penalty: 5141.236328
	Iteration 89Q: 3 clusters Score -4423970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -4423975.000000 Penalty: 5141.236328
	Iteration 90Q: 3 clusters Score -4423975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -4423973.500000 Penalty: 5141.236328
	Iteration 91Q: 3 clusters Score -4423974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -4423978.500000 Penalty: 5141.236328
	Iteration 92Q: 3 clusters Score -4423978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -4423978.000000 Penalty: 5141.236328
	Iteration 93Q: 3 clusters Score -4423978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -4423981.000000 Penalty: 5141.236328
	Iteration 94Q: 3 clusters Score -4423981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -4423983.000000 Penalty: 5141.236328
	Iteration 95Q: 3 clusters Score -4423983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -4423986.000000 Penalty: 5141.236328
	Iteration 96Q: 3 clusters Score -4423986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -4423985.500000 Penalty: 5141.236328
	Iteration 97Q: 3 clusters Score -4423986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -4423996.000000 Penalty: 5141.236328
	Iteration 98Q: 3 clusters Score -4423996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -4423992.500000 Penalty: 5141.236328
	Iteration 99Q: 3 clusters Score -4423992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -4423990.000000 Penalty: 5141.236328
	Iteration 100F: 3 clusters Score -4423990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -4423981.000000 Penalty: 5141.236328
	Iteration 101Q: 3 clusters Score -4423981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -4423986.000000 Penalty: 5141.236328
	Iteration 102Q: 3 clusters Score -4423986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -4423988.500000 Penalty: 5141.236328
	Iteration 103Q: 3 clusters Score -4423988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -4423990.000000 Penalty: 5141.236328
	Iteration 104Q: 3 clusters Score -4423990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -4423987.500000 Penalty: 5141.236328
	Iteration 105Q: 3 clusters Score -4423988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -4423987.500000 Penalty: 5141.236328
	Iteration 106Q: 3 clusters Score -4423988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -4423986.500000 Penalty: 5141.236328
	Iteration 107Q: 3 clusters Score -4423986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -4423989.000000 Penalty: 5141.236328
	Iteration 108Q: 3 clusters Score -4423989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -4423986.500000 Penalty: 5141.236328
	Iteration 109Q: 3 clusters Score -4423986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -4423989.000000 Penalty: 5141.236328
	Iteration 110Q: 3 clusters Score -4423989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -4423991.500000 Penalty: 5141.236328
	Iteration 111Q: 3 clusters Score -4423992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -4423991.000000 Penalty: 5141.236328
	Iteration 112Q: 3 clusters Score -4423991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -4423991.000000 Penalty: 5141.236328
	Iteration 113F: 3 clusters Score -4423991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -128750.078125 Penalty: 1712.626831
	Iteration 0F: 2 clusters Score -128750.1 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 484 members 
Entering Unmasked Estep 
Score: -126815.921875 Penalty: 3425.253662
	Iteration 0F: 3 clusters Score -126815.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -127111.343750 Penalty: 3425.253662
	Iteration 1F: 3 clusters Score -127111.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -127213.789062 Penalty: 3425.253662
	Iteration 2F: 3 clusters Score -127213.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -127286.867188 Penalty: 3425.253662
	Iteration 3Q: 3 clusters Score -127286.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -127338.179688 Penalty: 3425.253662
	Iteration 4Q: 3 clusters Score -127338.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -127385.343750 Penalty: 3425.253662
	Iteration 5Q: 3 clusters Score -127385.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -127458.492188 Penalty: 3425.253662
	Iteration 6Q: 3 clusters Score -127458.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -127573.585938 Penalty: 3425.253662
	Iteration 7Q: 3 clusters Score -127573.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -127712.859375 Penalty: 3425.253662
	Iteration 8Q: 3 clusters Score -127712.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -127858.890625 Penalty: 3425.253662
	Iteration 9F: 3 clusters Score -127858.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -127953.546875 Penalty: 3425.253662
	Iteration 10Q: 3 clusters Score -127953.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -128056.734375 Penalty: 3425.253662
	Iteration 11Q: 3 clusters Score -128056.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -128209.984375 Penalty: 3425.253662
	Iteration 12Q: 3 clusters Score -128210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -128395.445312 Penalty: 3425.253662
	Iteration 13Q: 3 clusters Score -128395.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -128424.710938 Penalty: 3425.253662
	Iteration 14Q: 3 clusters Score -128424.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -128441.859375 Penalty: 3425.253662
	Iteration 15Q: 3 clusters Score -128441.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -128448.960938 Penalty: 3425.253662
	Iteration 16Q: 3 clusters Score -128449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -128470.539062 Penalty: 3425.253662
	Iteration 17Q: 3 clusters Score -128470.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -128496.367188 Penalty: 3425.253662
	Iteration 18Q: 3 clusters Score -128496.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -128504.492188 Penalty: 3425.253662
	Iteration 19Q: 3 clusters Score -128504.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -128514.250000 Penalty: 3425.253662
	Iteration 20F: 3 clusters Score -128514.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -128522.273438 Penalty: 3425.253662
	Iteration 21Q: 3 clusters Score -128522.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -128525.898438 Penalty: 3425.253662
	Iteration 22Q: 3 clusters Score -128525.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -128526.835938 Penalty: 3425.253662
	Iteration 23Q: 3 clusters Score -128526.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -128526.835938 Penalty: 3425.253662
	Iteration 24F: 3 clusters Score -128526.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -202125.140625 Penalty: 1829.218750
	Iteration 0F: 2 clusters Score -202125.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -199799.843750 Penalty: 3658.437500
	Iteration 0F: 3 clusters Score -199799.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -200497.265625 Penalty: 3658.437500
	Iteration 1F: 3 clusters Score -200497.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -200874.140625 Penalty: 3658.437500
	Iteration 2F: 3 clusters Score -200874.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -201010.968750 Penalty: 3658.437500
	Iteration 3F: 3 clusters Score -201011 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -201079.531250 Penalty: 3658.437500
	Iteration 4Q: 3 clusters Score -201079.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -201107.843750 Penalty: 3658.437500
	Iteration 5Q: 3 clusters Score -201107.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -201157.062500 Penalty: 3658.437500
	Iteration 6Q: 3 clusters Score -201157.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -201226.343750 Penalty: 3658.437500
	Iteration 7Q: 3 clusters Score -201226.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -201288.765625 Penalty: 3658.437500
	Iteration 8Q: 3 clusters Score -201288.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -201389.906250 Penalty: 3658.437500
	Iteration 9Q: 3 clusters Score -201389.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -201566.812500 Penalty: 3658.437500
	Iteration 10Q: 3 clusters Score -201566.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -201718.187500 Penalty: 3658.437500
	Iteration 11Q: 3 clusters Score -201718.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -201818.250000 Penalty: 3658.437500
	Iteration 12Q: 3 clusters Score -201818.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -201890.875000 Penalty: 3658.437500
	Iteration 13Q: 3 clusters Score -201890.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -201960.093750 Penalty: 3658.437500
	Iteration 14Q: 3 clusters Score -201960.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -202041.500000 Penalty: 3658.437500
	Iteration 15Q: 3 clusters Score -202041.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -202118.500000 Penalty: 3658.437500
	Iteration 16Q: 3 clusters Score -202118.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -202191.328125 Penalty: 3658.437500
	Iteration 17Q: 3 clusters Score -202191.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -202286.421875 Penalty: 3658.437500
	Iteration 18Q: 3 clusters Score -202286.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -202456.750000 Penalty: 3658.437500
	Iteration 19Q: 3 clusters Score -202456.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -202703.515625 Penalty: 3658.437500
	Iteration 20F: 3 clusters Score -202703.5 nChanged 8
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: -202736.296875 Penalty: 3658.437500
	Iteration 21Q: 3 clusters Score -202736.3 nChanged 0
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: -202736.296875 Penalty: 3658.437500
	Iteration 22F: 3 clusters Score -202736.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 187118 members 
Mstep: Class 3 contains 20173 members 
Mstep: Class 4 contains 56944 members 
Mstep: Class 5 contains 6591 members 
Mstep: Class 6 contains 11704 members 
Mstep: Class 7 contains 190253 members 
Mstep: Class 8 contains 81472 members 
Mstep: Class 9 contains 2362 members 
Mstep: Class 10 contains 31742 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 828 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 769 members 
Mstep: Class 16 contains 174472 members 
Mstep: Class 17 contains 30008 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10787 members 
Entering Unmasked Estep 
Score: -116075544.000000 Penalty: 60989.933594
Splitting cluster 12 changes total score from -116076928.000000 to -116075544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -68424.843750 Penalty: 1569.770752
	Iteration 0F: 2 clusters Score -68424.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66917.929688 Penalty: 3139.541504
	Iteration 0F: 3 clusters Score -66917.93 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67122.750000 Penalty: 3139.541504
	Iteration 1F: 3 clusters Score -67122.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67188.156250 Penalty: 3139.541504
	Iteration 2Q: 3 clusters Score -67188.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67216.523438 Penalty: 3139.541504
	Iteration 3Q: 3 clusters Score -67216.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67234.093750 Penalty: 3139.541504
	Iteration 4Q: 3 clusters Score -67234.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67241.187500 Penalty: 3139.541504
	Iteration 5Q: 3 clusters Score -67241.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67245.101562 Penalty: 3139.541504
	Iteration 6Q: 3 clusters Score -67245.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67245.101562 Penalty: 3139.541504
	Iteration 7F: 3 clusters Score -67245.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (174472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174472 members 
Entering Unmasked Estep 
Score: -24012076.000000 Penalty: 2993.240967
	Iteration 0F: 2 clusters Score -2.401208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87358 members 
Mstep: Class 2 contains 87114 members 
Entering Unmasked Estep 
Score: -23898940.000000 Penalty: 5986.481934
	Iteration 0F: 3 clusters Score -2.389894e+07 nChanged 83873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88677 members 
Mstep: Class 2 contains 85795 members 
Entering Unmasked Estep 
Score: -23948488.000000 Penalty: 5986.481934
	Iteration 1F: 3 clusters Score -2.394849e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89719 members 
Mstep: Class 2 contains 84753 members 
Entering Unmasked Estep 
Score: -23949676.000000 Penalty: 5986.481934
	Iteration 2Q: 3 clusters Score -2.394968e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91282 members 
Mstep: Class 2 contains 83190 members 
Entering Unmasked Estep 
Score: -23951206.000000 Penalty: 5986.481934
	Iteration 3Q: 3 clusters Score -2.395121e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93516 members 
Mstep: Class 2 contains 80956 members 
Entering Unmasked Estep 
Score: -23953296.000000 Penalty: 5986.481934
	Iteration 4Q: 3 clusters Score -2.39533e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96688 members 
Mstep: Class 2 contains 77784 members 
Entering Unmasked Estep 
Score: -23956110.000000 Penalty: 5986.481934
	Iteration 5Q: 3 clusters Score -2.395611e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100781 members 
Mstep: Class 2 contains 73691 members 
Entering Unmasked Estep 
Score: -23959798.000000 Penalty: 5986.481934
	Iteration 6Q: 3 clusters Score -2.39598e+07 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105982 members 
Mstep: Class 2 contains 68490 members 
Entering Unmasked Estep 
Score: -23964812.000000 Penalty: 5986.481934
	Iteration 7F: 3 clusters Score -2.396481e+07 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111750 members 
Mstep: Class 2 contains 62722 members 
Entering Unmasked Estep 
Score: -23971370.000000 Penalty: 5986.481934
	Iteration 8F: 3 clusters Score -2.397137e+07 nChanged 10343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117655 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -23978722.000000 Penalty: 5986.481934
	Iteration 9F: 3 clusters Score -2.397872e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122606 members 
Mstep: Class 2 contains 51866 members 
Entering Unmasked Estep 
Score: -23985406.000000 Penalty: 5986.481934
	Iteration 10F: 3 clusters Score -2.398541e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126514 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -23990152.000000 Penalty: 5986.481934
	Iteration 11Q: 3 clusters Score -2.399015e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129837 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -23992668.000000 Penalty: 5986.481934
	Iteration 12Q: 3 clusters Score -2.399267e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132970 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -23994396.000000 Penalty: 5986.481934
	Iteration 13Q: 3 clusters Score -2.39944e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136101 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -23995740.000000 Penalty: 5986.481934
	Iteration 14Q: 3 clusters Score -2.399574e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139216 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -23997130.000000 Penalty: 5986.481934
	Iteration 15Q: 3 clusters Score -2.399713e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142277 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -23998638.000000 Penalty: 5986.481934
	Iteration 16Q: 3 clusters Score -2.399864e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145316 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -23999742.000000 Penalty: 5986.481934
	Iteration 17Q: 3 clusters Score -2.399974e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148142 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -24000908.000000 Penalty: 5986.481934
	Iteration 18Q: 3 clusters Score -2.400091e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150737 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -24002008.000000 Penalty: 5986.481934
	Iteration 19Q: 3 clusters Score -2.400201e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153063 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -24003010.000000 Penalty: 5986.481934
	Iteration 20F: 3 clusters Score -2.400301e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155202 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -24003752.000000 Penalty: 5986.481934
	Iteration 21Q: 3 clusters Score -2.400375e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157115 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -24004430.000000 Penalty: 5986.481934
	Iteration 22Q: 3 clusters Score -2.400443e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158878 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -24004972.000000 Penalty: 5986.481934
	Iteration 23Q: 3 clusters Score -2.400497e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160424 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -24005488.000000 Penalty: 5986.481934
	Iteration 24Q: 3 clusters Score -2.400549e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161821 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -24005952.000000 Penalty: 5986.481934
	Iteration 25Q: 3 clusters Score -2.400595e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163048 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -24006402.000000 Penalty: 5986.481934
	Iteration 26Q: 3 clusters Score -2.40064e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164198 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -24006752.000000 Penalty: 5986.481934
	Iteration 27Q: 3 clusters Score -2.400675e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165312 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -24007086.000000 Penalty: 5986.481934
	Iteration 28Q: 3 clusters Score -2.400709e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166283 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -24007428.000000 Penalty: 5986.481934
	Iteration 29Q: 3 clusters Score -2.400743e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167158 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -24007670.000000 Penalty: 5986.481934
	Iteration 30Q: 3 clusters Score -2.400767e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167940 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -24007910.000000 Penalty: 5986.481934
	Iteration 31Q: 3 clusters Score -2.400791e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168633 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -24008190.000000 Penalty: 5986.481934
	Iteration 32Q: 3 clusters Score -2.400819e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169250 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -24008382.000000 Penalty: 5986.481934
	Iteration 33Q: 3 clusters Score -2.400838e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169778 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -24008558.000000 Penalty: 5986.481934
	Iteration 34Q: 3 clusters Score -2.400856e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170229 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -24008702.000000 Penalty: 5986.481934
	Iteration 35Q: 3 clusters Score -2.40087e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170592 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -24008824.000000 Penalty: 5986.481934
	Iteration 36Q: 3 clusters Score -2.400882e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170882 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -24008886.000000 Penalty: 5986.481934
	Iteration 37Q: 3 clusters Score -2.400889e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171120 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -24008964.000000 Penalty: 5986.481934
	Iteration 38Q: 3 clusters Score -2.400896e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171326 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -24009004.000000 Penalty: 5986.481934
	Iteration 39Q: 3 clusters Score -2.4009e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171503 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -24009116.000000 Penalty: 5986.481934
	Iteration 40F: 3 clusters Score -2.400912e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171656 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -24009134.000000 Penalty: 5986.481934
	Iteration 41Q: 3 clusters Score -2.400913e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171770 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -24009218.000000 Penalty: 5986.481934
	Iteration 42Q: 3 clusters Score -2.400922e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171864 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -24009238.000000 Penalty: 5986.481934
	Iteration 43Q: 3 clusters Score -2.400924e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171958 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -24009240.000000 Penalty: 5986.481934
	Iteration 44Q: 3 clusters Score -2.400924e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172033 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -24009266.000000 Penalty: 5986.481934
	Iteration 45Q: 3 clusters Score -2.400927e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172093 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -24009320.000000 Penalty: 5986.481934
	Iteration 46Q: 3 clusters Score -2.400932e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172151 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -24009340.000000 Penalty: 5986.481934
	Iteration 47Q: 3 clusters Score -2.400934e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172205 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -24009348.000000 Penalty: 5986.481934
	Iteration 48Q: 3 clusters Score -2.400935e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172255 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -24009350.000000 Penalty: 5986.481934
	Iteration 49Q: 3 clusters Score -2.400935e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172305 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -24009364.000000 Penalty: 5986.481934
	Iteration 50Q: 3 clusters Score -2.400936e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172348 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -24009364.000000 Penalty: 5986.481934
	Iteration 51Q: 3 clusters Score -2.400936e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172392 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -24009372.000000 Penalty: 5986.481934
	Iteration 52Q: 3 clusters Score -2.400937e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172431 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -24009356.000000 Penalty: 5986.481934
	Iteration 53Q: 3 clusters Score -2.400936e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172469 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -24009406.000000 Penalty: 5986.481934
	Iteration 54Q: 3 clusters Score -2.400941e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172492 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -24009450.000000 Penalty: 5986.481934
	Iteration 55Q: 3 clusters Score -2.400945e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172516 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -24009446.000000 Penalty: 5986.481934
	Iteration 56Q: 3 clusters Score -2.400945e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172541 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -24009460.000000 Penalty: 5986.481934
	Iteration 57Q: 3 clusters Score -2.400946e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172561 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -24009480.000000 Penalty: 5986.481934
	Iteration 58Q: 3 clusters Score -2.400948e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172582 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -24009496.000000 Penalty: 5986.481934
	Iteration 59Q: 3 clusters Score -2.40095e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172602 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -24009516.000000 Penalty: 5986.481934
	Iteration 60F: 3 clusters Score -2.400952e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172628 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -24009556.000000 Penalty: 5986.481934
	Iteration 61Q: 3 clusters Score -2.400956e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172651 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -24009532.000000 Penalty: 5986.481934
	Iteration 62Q: 3 clusters Score -2.400953e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172666 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -24009546.000000 Penalty: 5986.481934
	Iteration 63Q: 3 clusters Score -2.400955e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172677 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -24009556.000000 Penalty: 5986.481934
	Iteration 64Q: 3 clusters Score -2.400956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172685 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -24009556.000000 Penalty: 5986.481934
	Iteration 65Q: 3 clusters Score -2.400956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172693 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -24009568.000000 Penalty: 5986.481934
	Iteration 66Q: 3 clusters Score -2.400957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172701 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -24009574.000000 Penalty: 5986.481934
	Iteration 67Q: 3 clusters Score -2.400957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172713 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -24009582.000000 Penalty: 5986.481934
	Iteration 68Q: 3 clusters Score -2.400958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172719 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -24009598.000000 Penalty: 5986.481934
	Iteration 69Q: 3 clusters Score -2.40096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172728 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -24009596.000000 Penalty: 5986.481934
	Iteration 70Q: 3 clusters Score -2.40096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172737 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -24009594.000000 Penalty: 5986.481934
	Iteration 71Q: 3 clusters Score -2.400959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172745 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -24009594.000000 Penalty: 5986.481934
	Iteration 72Q: 3 clusters Score -2.400959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172749 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -24009600.000000 Penalty: 5986.481934
	Iteration 73Q: 3 clusters Score -2.40096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172756 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -24009608.000000 Penalty: 5986.481934
	Iteration 74Q: 3 clusters Score -2.400961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172767 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -24009610.000000 Penalty: 5986.481934
	Iteration 75Q: 3 clusters Score -2.400961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172776 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -24009604.000000 Penalty: 5986.481934
	Iteration 76Q: 3 clusters Score -2.40096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172775 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -24009608.000000 Penalty: 5986.481934
	Iteration 77Q: 3 clusters Score -2.400961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172781 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -24009606.000000 Penalty: 5986.481934
	Iteration 78Q: 3 clusters Score -2.400961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172786 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -24009610.000000 Penalty: 5986.481934
	Iteration 79Q: 3 clusters Score -2.400961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172788 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -24009600.000000 Penalty: 5986.481934
	Iteration 80F: 3 clusters Score -2.40096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172791 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -24009598.000000 Penalty: 5986.481934
	Iteration 81Q: 3 clusters Score -2.40096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172793 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -24009612.000000 Penalty: 5986.481934
	Iteration 82Q: 3 clusters Score -2.400961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172794 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -24009622.000000 Penalty: 5986.481934
	Iteration 83Q: 3 clusters Score -2.400962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172795 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -24009624.000000 Penalty: 5986.481934
	Iteration 84Q: 3 clusters Score -2.400962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172798 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -24009618.000000 Penalty: 5986.481934
	Iteration 85Q: 3 clusters Score -2.400962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172800 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -24009622.000000 Penalty: 5986.481934
	Iteration 86Q: 3 clusters Score -2.400962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172803 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -24009608.000000 Penalty: 5986.481934
	Iteration 87Q: 3 clusters Score -2.400961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172805 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -24009618.000000 Penalty: 5986.481934
	Iteration 88Q: 3 clusters Score -2.400962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172808 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -24009610.000000 Penalty: 5986.481934
	Iteration 89Q: 3 clusters Score -2.400961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172812 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -24009598.000000 Penalty: 5986.481934
	Iteration 90Q: 3 clusters Score -2.40096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172813 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -24009610.000000 Penalty: 5986.481934
	Iteration 91Q: 3 clusters Score -2.400961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172814 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -24009614.000000 Penalty: 5986.481934
	Iteration 92Q: 3 clusters Score -2.400961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172814 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -24009614.000000 Penalty: 5986.481934
	Iteration 93F: 3 clusters Score -2.400961e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Entering Unmasked Estep 
Score: -4186981.250000 Penalty: 2556.686523
	Iteration 0F: 2 clusters Score -4186981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -4166384.500000 Penalty: 5113.373047
	Iteration 0F: 3 clusters Score -4166384 nChanged 13552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -4173845.000000 Penalty: 5113.373047
	Iteration 1F: 3 clusters Score -4173845 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -4174392.000000 Penalty: 5113.373047
	Iteration 2Q: 3 clusters Score -4174392 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -4174927.250000 Penalty: 5113.373047
	Iteration 3Q: 3 clusters Score -4174927 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -4175476.000000 Penalty: 5113.373047
	Iteration 4Q: 3 clusters Score -4175476 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -4176153.250000 Penalty: 5113.373047
	Iteration 5Q: 3 clusters Score -4176153 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -4176932.500000 Penalty: 5113.373047
	Iteration 6Q: 3 clusters Score -4176932 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -4177819.000000 Penalty: 5113.373047
	Iteration 7F: 3 clusters Score -4177819 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -4178757.250000 Penalty: 5113.373047
	Iteration 8F: 3 clusters Score -4178757 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -4179804.500000 Penalty: 5113.373047
	Iteration 9F: 3 clusters Score -4179804 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -4180748.250000 Penalty: 5113.373047
	Iteration 10F: 3 clusters Score -4180748 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -4181385.000000 Penalty: 5113.373047
	Iteration 11Q: 3 clusters Score -4181385 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -4181684.750000 Penalty: 5113.373047
	Iteration 12Q: 3 clusters Score -4181685 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -4181826.750000 Penalty: 5113.373047
	Iteration 13Q: 3 clusters Score -4181827 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -4181916.250000 Penalty: 5113.373047
	Iteration 14Q: 3 clusters Score -4181916 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -4181969.250000 Penalty: 5113.373047
	Iteration 15Q: 3 clusters Score -4181969 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -4182021.750000 Penalty: 5113.373047
	Iteration 16Q: 3 clusters Score -4182022 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -4182053.250000 Penalty: 5113.373047
	Iteration 17Q: 3 clusters Score -4182053 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -4182088.000000 Penalty: 5113.373047
	Iteration 18Q: 3 clusters Score -4182088 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -4182109.750000 Penalty: 5113.373047
	Iteration 19Q: 3 clusters Score -4182110 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -4182133.250000 Penalty: 5113.373047
	Iteration 20F: 3 clusters Score -4182133 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -4182155.250000 Penalty: 5113.373047
	Iteration 21Q: 3 clusters Score -4182155 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -4182170.250000 Penalty: 5113.373047
	Iteration 22Q: 3 clusters Score -4182170 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -4182189.750000 Penalty: 5113.373047
	Iteration 23Q: 3 clusters Score -4182190 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -4182207.750000 Penalty: 5113.373047
	Iteration 24Q: 3 clusters Score -4182208 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -4182220.500000 Penalty: 5113.373047
	Iteration 25Q: 3 clusters Score -4182220 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -4182222.500000 Penalty: 5113.373047
	Iteration 26Q: 3 clusters Score -4182222 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -4182246.500000 Penalty: 5113.373047
	Iteration 27Q: 3 clusters Score -4182246 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -4182259.750000 Penalty: 5113.373047
	Iteration 28Q: 3 clusters Score -4182260 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -4182258.000000 Penalty: 5113.373047
	Iteration 29Q: 3 clusters Score -4182258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -4182252.000000 Penalty: 5113.373047
	Iteration 30Q: 3 clusters Score -4182252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -4182255.500000 Penalty: 5113.373047
	Iteration 31Q: 3 clusters Score -4182256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -4182262.250000 Penalty: 5113.373047
	Iteration 32Q: 3 clusters Score -4182262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -4182264.250000 Penalty: 5113.373047
	Iteration 33Q: 3 clusters Score -4182264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -4182260.500000 Penalty: 5113.373047
	Iteration 34Q: 3 clusters Score -4182260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -4182263.500000 Penalty: 5113.373047
	Iteration 35Q: 3 clusters Score -4182264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -4182263.500000 Penalty: 5113.373047
	Iteration 36Q: 3 clusters Score -4182264 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -4182267.750000 Penalty: 5113.373047
	Iteration 37Q: 3 clusters Score -4182268 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -4182274.500000 Penalty: 5113.373047
	Iteration 38Q: 3 clusters Score -4182274 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -4182281.250000 Penalty: 5113.373047
	Iteration 39Q: 3 clusters Score -4182281 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -4182286.750000 Penalty: 5113.373047
	Iteration 40F: 3 clusters Score -4182287 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -4182311.750000 Penalty: 5113.373047
	Iteration 41Q: 3 clusters Score -4182312 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -4182311.500000 Penalty: 5113.373047
	Iteration 42Q: 3 clusters Score -4182312 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -4182315.500000 Penalty: 5113.373047
	Iteration 43Q: 3 clusters Score -4182316 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -4182317.750000 Penalty: 5113.373047
	Iteration 44Q: 3 clusters Score -4182318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -4182312.750000 Penalty: 5113.373047
	Iteration 45Q: 3 clusters Score -4182313 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -4182309.000000 Penalty: 5113.373047
	Iteration 46Q: 3 clusters Score -4182309 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -4182323.500000 Penalty: 5113.373047
	Iteration 47Q: 3 clusters Score -4182324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -4182326.750000 Penalty: 5113.373047
	Iteration 48Q: 3 clusters Score -4182327 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -4182322.500000 Penalty: 5113.373047
	Iteration 49Q: 3 clusters Score -4182322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -4182323.000000 Penalty: 5113.373047
	Iteration 50Q: 3 clusters Score -4182323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4182317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -4182329.250000 Penalty: 5113.373047
	Iteration 52Q: 3 clusters Score -4182329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4182329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -4182334.000000 Penalty: 5113.373047
	Iteration 54Q: 3 clusters Score -4182334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -4182333.000000 Penalty: 5113.373047
	Iteration 55Q: 3 clusters Score -4182333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -4182331.250000 Penalty: 5113.373047
	Iteration 56Q: 3 clusters Score -4182331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -4182336.750000 Penalty: 5113.373047
	Iteration 57Q: 3 clusters Score -4182337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -4182342.750000 Penalty: 5113.373047
	Iteration 58Q: 3 clusters Score -4182343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -4182345.000000 Penalty: 5113.373047
	Iteration 59Q: 3 clusters Score -4182345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -4182347.750000 Penalty: 5113.373047
	Iteration 60F: 3 clusters Score -4182348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -4182351.500000 Penalty: 5113.373047
	Iteration 61Q: 3 clusters Score -4182352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -4182353.000000 Penalty: 5113.373047
	Iteration 62Q: 3 clusters Score -4182353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4182346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -4182342.250000 Penalty: 5113.373047
	Iteration 64Q: 3 clusters Score -4182342 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -4182357.250000 Penalty: 5113.373047
	Iteration 65Q: 3 clusters Score -4182357 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -4182349.750000 Penalty: 5113.373047
	Iteration 66Q: 3 clusters Score -4182350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4182366 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4182368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -4182371.500000 Penalty: 5113.373047
	Iteration 69Q: 3 clusters Score -4182372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -4182378.750000 Penalty: 5113.373047
	Iteration 70Q: 3 clusters Score -4182379 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4182382 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4182378 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4182379 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -4182391.500000 Penalty: 5113.373047
	Iteration 74Q: 3 clusters Score -4182392 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -4182401.250000 Penalty: 5113.373047
	Iteration 75Q: 3 clusters Score -4182401 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4182396 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -4182406.000000 Penalty: 5113.373047
	Iteration 77Q: 3 clusters Score -4182406 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -4182409.750000 Penalty: 5113.373047
	Iteration 78Q: 3 clusters Score -4182410 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -4182411.500000 Penalty: 5113.373047
	Iteration 79Q: 3 clusters Score -4182412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -4182413.250000 Penalty: 5113.373047
	Iteration 80F: 3 clusters Score -4182413 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4182410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -4182430.500000 Penalty: 5113.373047
	Iteration 82Q: 3 clusters Score -4182430 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -4182441.750000 Penalty: 5113.373047
	Iteration 83Q: 3 clusters Score -4182442 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4182460 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4182460 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -4182464.750000 Penalty: 5113.373047
	Iteration 86Q: 3 clusters Score -4182465 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -4182471.750000 Penalty: 5113.373047
	Iteration 87Q: 3 clusters Score -4182472 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4182478 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -4182489.000000 Penalty: 5113.373047
	Iteration 89Q: 3 clusters Score -4182489 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -4182513.750000 Penalty: 5113.373047
	Iteration 90Q: 3 clusters Score -4182514 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -4182508.750000 Penalty: 5113.373047
	Iteration 91Q: 3 clusters Score -4182509 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -4182521.750000 Penalty: 5113.373047
	Iteration 92Q: 3 clusters Score -4182522 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -4182537.750000 Penalty: 5113.373047
	Iteration 93Q: 3 clusters Score -4182538 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4182550 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4182554 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4182569 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -4182587.000000 Penalty: 5113.373047
	Iteration 97Q: 3 clusters Score -4182587 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4182596 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -4182626.750000 Penalty: 5113.373047
	Iteration 99Q: 3 clusters Score -4182627 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4182660 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -4182665.750000 Penalty: 5113.373047
	Iteration 101Q: 3 clusters Score -4182666 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -4182680.750000 Penalty: 5113.373047
	Iteration 102Q: 3 clusters Score -4182681 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4182675 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4182681 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -4182699.000000 Penalty: 5113.373047
	Iteration 105Q: 3 clusters Score -4182699 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -4182718.250000 Penalty: 5113.373047
	Iteration 106Q: 3 clusters Score -4182718 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -4182728.000000 Penalty: 5113.373047
	Iteration 107Q: 3 clusters Score -4182728 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -4182742.750000 Penalty: 5113.373047
	Iteration 108Q: 3 clusters Score -4182743 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4182759 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -4182780.250000 Penalty: 5113.373047
	Iteration 110Q: 3 clusters Score -4182780 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -4182782.750000 Penalty: 5113.373047
	Iteration 111Q: 3 clusters Score -4182783 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -4182811.500000 Penalty: 5113.373047
	Iteration 112Q: 3 clusters Score -4182812 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -4182856.250000 Penalty: 5113.373047
	Iteration 113Q: 3 clusters Score -4182856 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4182876 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4182882 nChanged 132
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -4182902.000000 Penalty: 5113.373047
	Iteration 116Q: 3 clusters Score -4182902 nChanged 124
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Mstep: Class 1 contains 20502 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4182917 nChanged 128
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Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -4182920.750000 Penalty: 5113.373047
	Iteration 118Q: 3 clusters Score -4182921 nChanged 125
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Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -4182948.000000 Penalty: 5113.373047
	Iteration 119Q: 3 clusters Score -4182948 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -4182953.750000 Penalty: 5113.373047
	Iteration 120F: 3 clusters Score -4182954 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -4182975.500000 Penalty: 5113.373047
	Iteration 121Q: 3 clusters Score -4182976 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -4183007.500000 Penalty: 5113.373047
	Iteration 122Q: 3 clusters Score -4183008 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -4183028.250000 Penalty: 5113.373047
	Iteration 123Q: 3 clusters Score -4183028 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4183058 nChanged 141
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4183090 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4183116 nChanged 143
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Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -4183146.000000 Penalty: 5113.373047
	Iteration 127Q: 3 clusters Score -4183146 nChanged 149
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Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -4183174.500000 Penalty: 5113.373047
	Iteration 128Q: 3 clusters Score -4183174 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -4183198.500000 Penalty: 5113.373047
	Iteration 129Q: 3 clusters Score -4183198 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -4183217.250000 Penalty: 5113.373047
	Iteration 130Q: 3 clusters Score -4183217 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4183273 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4183300 nChanged 146
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Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4183328 nChanged 137
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Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4183358 nChanged 137
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Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4183372 nChanged 151
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Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4183422 nChanged 137
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Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4183464 nChanged 136
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Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4183478 nChanged 133
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Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4183488 nChanged 129
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Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4183511 nChanged 133
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Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4183552 nChanged 135
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Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 5944 members 
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	Iteration 143Q: 3 clusters Score -4183578 nChanged 126
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Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4183604 nChanged 120
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Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4183635 nChanged 126
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Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4183669 nChanged 151
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Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4183696 nChanged 149
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Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 4972 members 
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	Iteration 150Q: 3 clusters Score -4183796 nChanged 147
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Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 4670 members 
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Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 4487 members 
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Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 4305 members 
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Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26028 members 
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Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 3838 members 
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	Iteration 157Q: 3 clusters Score -4184117 nChanged 140
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Mstep: Class 1 contains 26310 members 
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	Iteration 158Q: 3 clusters Score -4184172 nChanged 151
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Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 3549 members 
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Mstep: Class 1 contains 26587 members 
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	Iteration 160F: 3 clusters Score -4184236 nChanged 117
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Mstep: Class 1 contains 26702 members 
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Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 3217 members 
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Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 3125 members 
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	Iteration 163Q: 3 clusters Score -4184318 nChanged 98
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Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 3029 members 
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	Iteration 164Q: 3 clusters Score -4184342 nChanged 88
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Mstep: Class 1 contains 27067 members 
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	Iteration 165Q: 3 clusters Score -4184360 nChanged 65
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Mstep: Class 1 contains 27132 members 
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	Iteration 166Q: 3 clusters Score -4184370 nChanged 59
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Mstep: Class 1 contains 27191 members 
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	Iteration 167Q: 3 clusters Score -4184383 nChanged 56
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Mstep: Class 1 contains 27247 members 
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	Iteration 168Q: 3 clusters Score -4184399 nChanged 71
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Mstep: Class 1 contains 27318 members 
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	Iteration 169Q: 3 clusters Score -4184416 nChanged 68
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Mstep: Class 1 contains 27386 members 
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	Iteration 170Q: 3 clusters Score -4184443 nChanged 60
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Mstep: Class 1 contains 27446 members 
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	Iteration 171Q: 3 clusters Score -4184453 nChanged 71
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Mstep: Class 1 contains 27517 members 
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	Iteration 172Q: 3 clusters Score -4184463 nChanged 68
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Mstep: Class 1 contains 27585 members 
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Mstep: Class 1 contains 27650 members 
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	Iteration 174Q: 3 clusters Score -4184496 nChanged 72
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Mstep: Class 1 contains 27722 members 
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	Iteration 175Q: 3 clusters Score -4184516 nChanged 69
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Mstep: Class 1 contains 27791 members 
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	Iteration 176Q: 3 clusters Score -4184545 nChanged 59
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Mstep: Class 1 contains 27850 members 
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	Iteration 177Q: 3 clusters Score -4184554 nChanged 51
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Mstep: Class 1 contains 27901 members 
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	Iteration 178Q: 3 clusters Score -4184578 nChanged 50
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Mstep: Class 1 contains 27951 members 
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	Iteration 179Q: 3 clusters Score -4184592 nChanged 48
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Mstep: Class 1 contains 27999 members 
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	Iteration 180F: 3 clusters Score -4184595 nChanged 41
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Mstep: Class 1 contains 28040 members 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4184611 nChanged 38
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Mstep: Class 1 contains 28078 members 
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	Iteration 182Q: 3 clusters Score -4184626 nChanged 43
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	Iteration 183Q: 3 clusters Score -4184644 nChanged 42
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Mstep: Class 1 contains 28163 members 
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	Iteration 184Q: 3 clusters Score -4184647 nChanged 36
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Mstep: Class 1 contains 28199 members 
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	Iteration 185Q: 3 clusters Score -4184653 nChanged 26
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Mstep: Class 1 contains 28225 members 
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Mstep: Class 1 contains 28263 members 
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	Iteration 187Q: 3 clusters Score -4184666 nChanged 42
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Mstep: Class 1 contains 28305 members 
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	Iteration 188Q: 3 clusters Score -4184686 nChanged 30
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Mstep: Class 1 contains 28335 members 
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	Iteration 189Q: 3 clusters Score -4184696 nChanged 18
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Mstep: Class 1 contains 28353 members 
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	Iteration 190Q: 3 clusters Score -4184692 nChanged 19
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Mstep: Class 1 contains 28372 members 
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	Iteration 191Q: 3 clusters Score -4184704 nChanged 12
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Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 1626 members 
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	Iteration 192Q: 3 clusters Score -4184702 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28389 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4184713 nChanged 13
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Mstep: Class 1 contains 28400 members 
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	Iteration 194Q: 3 clusters Score -4184714 nChanged 14
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Mstep: Class 1 contains 28412 members 
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	Iteration 195Q: 3 clusters Score -4184718 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28424 members 
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	Iteration 196Q: 3 clusters Score -4184722 nChanged 11
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Mstep: Class 1 contains 28435 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -4184717 nChanged 10
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Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 1565 members 
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	Iteration 198Q: 3 clusters Score -4184727 nChanged 4
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	Iteration 199Q: 3 clusters Score -4184728 nChanged 8
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	Iteration 200F: 3 clusters Score -4184729 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28457 members 
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	Iteration 201Q: 3 clusters Score -4184726 nChanged 3
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	Iteration 202Q: 3 clusters Score -4184734 nChanged 5
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Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 1543 members 
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	Iteration 203Q: 3 clusters Score -4184736 nChanged 3
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Mstep: Class 1 contains 28468 members 
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	Iteration 204Q: 3 clusters Score -4184734 nChanged 5
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Mstep: Class 1 contains 28473 members 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -4184736 nChanged 11
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Mstep: Class 1 contains 28484 members 
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Entering Unmasked Estep 
Score: -4184739.250000 Penalty: 5113.373047
	Iteration 206Q: 3 clusters Score -4184739 nChanged 7
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -4184744 nChanged 8
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Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 1509 members 
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	Iteration 208Q: 3 clusters Score -4184740 nChanged 17
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Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -4184744 nChanged 17
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Mstep: Class 1 contains 28529 members 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -4184752 nChanged 14
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Mstep: Class 2 contains 1465 members 
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	Iteration 211Q: 3 clusters Score -4184757 nChanged 11
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	Iteration 212Q: 3 clusters Score -4184762 nChanged 6
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	Iteration 213Q: 3 clusters Score -4184764 nChanged 6
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Mstep: Class 2 contains 1442 members 
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	Iteration 214Q: 3 clusters Score -4184768 nChanged 4
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Mstep: Class 1 contains 28570 members 
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	Iteration 215Q: 3 clusters Score -4184770 nChanged 9
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Mstep: Class 1 contains 28577 members 
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -4184779 nChanged 15
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Mstep: Class 1 contains 28590 members 
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Entering Unmasked Estep 
Score: -4184781.250000 Penalty: 5113.373047
	Iteration 217Q: 3 clusters Score -4184781 nChanged 12
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	Iteration 218Q: 3 clusters Score -4184789 nChanged 15
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Mstep: Class 1 contains 28617 members 
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	Iteration 219Q: 3 clusters Score -4184790 nChanged 19
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Mstep: Class 1 contains 28632 members 
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	Iteration 220F: 3 clusters Score -4184794 nChanged 12
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -4184787 nChanged 10
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -4184798 nChanged 8
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -4184792 nChanged 10
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Entering Unmasked Estep 
Score: -4184798.250000 Penalty: 5113.373047
	Iteration 224Q: 3 clusters Score -4184798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4184802.750000 Penalty: 5113.373047
	Iteration 225Q: 3 clusters Score -4184803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4184800.500000 Penalty: 5113.373047
	Iteration 226Q: 3 clusters Score -4184800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4184798.750000 Penalty: 5113.373047
	Iteration 227Q: 3 clusters Score -4184799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4184798.750000 Penalty: 5113.373047
	Iteration 228F: 3 clusters Score -4184799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -63086.363281 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -63086.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61544.050781 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -61544.05 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61867.910156 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -61867.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62017.726562 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -62017.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62098.917969 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -62098.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62196.070312 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -62196.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62296.445312 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -62296.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62379.367188 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -62379.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -62440.972656 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -62440.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62476.726562 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -62476.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62503.085938 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -62503.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62525.953125 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -62525.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62556.332031 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -62556.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62564.281250 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -62564.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62576.582031 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -62576.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62578.628906 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -62578.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62583.316406 Penalty: 3122.451904
	Iteration 15F: 3 clusters Score -62583.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -62586.515625 Penalty: 3122.451904
	Iteration 16Q: 3 clusters Score -62586.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62594.371094 Penalty: 3122.451904
	Iteration 17Q: 3 clusters Score -62594.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -62617.058594 Penalty: 3122.451904
	Iteration 18Q: 3 clusters Score -62617.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62631.277344 Penalty: 3122.451904
	Iteration 19Q: 3 clusters Score -62631.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62642.542969 Penalty: 3122.451904
	Iteration 20F: 3 clusters Score -62642.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -62655.707031 Penalty: 3122.451904
	Iteration 21Q: 3 clusters Score -62655.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62663.828125 Penalty: 3122.451904
	Iteration 22Q: 3 clusters Score -62663.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62663.828125 Penalty: 3122.451904
	Iteration 23F: 3 clusters Score -62663.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Entering Unmasked Estep 
Score: -1509256.625000 Penalty: 2302.951904
	Iteration 0F: 2 clusters Score -1509257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1501080.625000 Penalty: 4605.903809
	Iteration 0F: 3 clusters Score -1501081 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1503433.500000 Penalty: 4605.903809
	Iteration 1F: 3 clusters Score -1503434 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1503760.750000 Penalty: 4605.903809
	Iteration 2F: 3 clusters Score -1503761 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1503989.125000 Penalty: 4605.903809
	Iteration 3F: 3 clusters Score -1503989 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1504176.250000 Penalty: 4605.903809
	Iteration 4Q: 3 clusters Score -1504176 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1504333.500000 Penalty: 4605.903809
	Iteration 5Q: 3 clusters Score -1504334 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1504470.250000 Penalty: 4605.903809
	Iteration 6Q: 3 clusters Score -1504470 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1504620.875000 Penalty: 4605.903809
	Iteration 7Q: 3 clusters Score -1504621 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1504803.750000 Penalty: 4605.903809
	Iteration 8Q: 3 clusters Score -1504804 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1504976.125000 Penalty: 4605.903809
	Iteration 9Q: 3 clusters Score -1504976 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1505168.500000 Penalty: 4605.903809
	Iteration 10Q: 3 clusters Score -1505168 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1505405.250000 Penalty: 4605.903809
	Iteration 11Q: 3 clusters Score -1505405 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1505633.750000 Penalty: 4605.903809
	Iteration 12Q: 3 clusters Score -1505634 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1505846.250000 Penalty: 4605.903809
	Iteration 13Q: 3 clusters Score -1505846 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1506046.250000 Penalty: 4605.903809
	Iteration 14Q: 3 clusters Score -1506046 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1506244.125000 Penalty: 4605.903809
	Iteration 15Q: 3 clusters Score -1506244 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1506405.750000 Penalty: 4605.903809
	Iteration 16Q: 3 clusters Score -1506406 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1506528.250000 Penalty: 4605.903809
	Iteration 17Q: 3 clusters Score -1506528 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1506635.500000 Penalty: 4605.903809
	Iteration 18Q: 3 clusters Score -1506636 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1506726.375000 Penalty: 4605.903809
	Iteration 19Q: 3 clusters Score -1506726 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1506802.125000 Penalty: 4605.903809
	Iteration 20F: 3 clusters Score -1506802 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1506850.250000 Penalty: 4605.903809
	Iteration 21Q: 3 clusters Score -1506850 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1506885.625000 Penalty: 4605.903809
	Iteration 22Q: 3 clusters Score -1506886 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1506914.000000 Penalty: 4605.903809
	Iteration 23Q: 3 clusters Score -1506914 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1506944.750000 Penalty: 4605.903809
	Iteration 24Q: 3 clusters Score -1506945 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1506976.750000 Penalty: 4605.903809
	Iteration 25Q: 3 clusters Score -1506977 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1507006.125000 Penalty: 4605.903809
	Iteration 26Q: 3 clusters Score -1507006 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1507029.500000 Penalty: 4605.903809
	Iteration 27Q: 3 clusters Score -1507030 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1507061.000000 Penalty: 4605.903809
	Iteration 28Q: 3 clusters Score -1507061 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1507089.500000 Penalty: 4605.903809
	Iteration 29Q: 3 clusters Score -1507090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1507111.250000 Penalty: 4605.903809
	Iteration 30Q: 3 clusters Score -1507111 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1507133.000000 Penalty: 4605.903809
	Iteration 31Q: 3 clusters Score -1507133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1507147.375000 Penalty: 4605.903809
	Iteration 32Q: 3 clusters Score -1507147 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1507172.625000 Penalty: 4605.903809
	Iteration 33Q: 3 clusters Score -1507173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1507184.375000 Penalty: 4605.903809
	Iteration 34Q: 3 clusters Score -1507184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1507194.125000 Penalty: 4605.903809
	Iteration 35Q: 3 clusters Score -1507194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1507202.375000 Penalty: 4605.903809
	Iteration 36Q: 3 clusters Score -1507202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1507206.875000 Penalty: 4605.903809
	Iteration 37Q: 3 clusters Score -1507207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1507213.000000 Penalty: 4605.903809
	Iteration 38Q: 3 clusters Score -1507213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1507220.250000 Penalty: 4605.903809
	Iteration 39Q: 3 clusters Score -1507220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1507222.250000 Penalty: 4605.903809
	Iteration 40F: 3 clusters Score -1507222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1507224.500000 Penalty: 4605.903809
	Iteration 41Q: 3 clusters Score -1507224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1507224.000000 Penalty: 4605.903809
	Iteration 42Q: 3 clusters Score -1507224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1507224.500000 Penalty: 4605.903809
	Iteration 43Q: 3 clusters Score -1507224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1507225.000000 Penalty: 4605.903809
	Iteration 44Q: 3 clusters Score -1507225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1507226.000000 Penalty: 4605.903809
	Iteration 45Q: 3 clusters Score -1507226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1507229.625000 Penalty: 4605.903809
	Iteration 46Q: 3 clusters Score -1507230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1507230.375000 Penalty: 4605.903809
	Iteration 47Q: 3 clusters Score -1507230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1507232.875000 Penalty: 4605.903809
	Iteration 48Q: 3 clusters Score -1507233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1507236.000000 Penalty: 4605.903809
	Iteration 49Q: 3 clusters Score -1507236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1507238.250000 Penalty: 4605.903809
	Iteration 50Q: 3 clusters Score -1507238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1507237.875000 Penalty: 4605.903809
	Iteration 51Q: 3 clusters Score -1507238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1507239.500000 Penalty: 4605.903809
	Iteration 52Q: 3 clusters Score -1507240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1507239.500000 Penalty: 4605.903809
	Iteration 53F: 3 clusters Score -1507240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 187118 members 
Mstep: Class 3 contains 20173 members 
Mstep: Class 4 contains 56944 members 
Mstep: Class 5 contains 6591 members 
Mstep: Class 6 contains 11704 members 
Mstep: Class 7 contains 190253 members 
Mstep: Class 8 contains 81472 members 
Mstep: Class 9 contains 2362 members 
Mstep: Class 10 contains 31742 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1597 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 16 contains 174472 members 
Mstep: Class 17 contains 30008 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076648.000000 Penalty: 57601.605469
Iteration 79Q: 18 clusters Score -1.160766e+08 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 186892 members 
Mstep: Class 3 contains 20136 members 
Mstep: Class 4 contains 56902 members 
Mstep: Class 5 contains 6597 members 
Mstep: Class 6 contains 11737 members 
Mstep: Class 7 contains 190061 members 
Mstep: Class 8 contains 80494 members 
Mstep: Class 9 contains 2356 members 
Mstep: Class 10 contains 31905 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 1598 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 16 contains 175838 members 
Mstep: Class 17 contains 30027 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076144.000000 Penalty: 57601.605469
Iteration 80F: 18 clusters Score -1.160761e+08 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 186695 members 
Mstep: Class 3 contains 20106 members 
Mstep: Class 4 contains 56867 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 11778 members 
Mstep: Class 7 contains 189981 members 
Mstep: Class 8 contains 79564 members 
Mstep: Class 9 contains 2353 members 
Mstep: Class 10 contains 32076 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1596 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 16 contains 176911 members 
Mstep: Class 17 contains 30044 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10893 members 
Entering Unmasked Estep 
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Score: -116075760.000000 Penalty: 57601.605469
Iteration 81Q: 18 clusters Score -1.160758e+08 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 186476 members 
Mstep: Class 3 contains 20090 members 
Mstep: Class 4 contains 56833 members 
Mstep: Class 5 contains 6605 members 
Mstep: Class 6 contains 11830 members 
Mstep: Class 7 contains 190070 members 
Mstep: Class 8 contains 78620 members 
Mstep: Class 9 contains 2351 members 
Mstep: Class 10 contains 32278 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1596 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 16 contains 177731 members 
Mstep: Class 17 contains 30079 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 10943 members 
Entering Unmasked Estep 
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Iteration 82Q: 18 clusters Score -1.160756e+08 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 186161 members 
Mstep: Class 3 contains 20066 members 
Mstep: Class 4 contains 56813 members 
Mstep: Class 5 contains 6606 members 
Mstep: Class 6 contains 11876 members 
Mstep: Class 7 contains 190258 members 
Mstep: Class 8 contains 77732 members 
Mstep: Class 9 contains 2349 members 
Mstep: Class 10 contains 32520 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 16 contains 178458 members 
Mstep: Class 17 contains 30115 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11007 members 
Entering Unmasked Estep 
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Iteration 83Q: 18 clusters Score -1.160749e+08 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50490 members 
Mstep: Class 2 contains 185807 members 
Mstep: Class 3 contains 20065 members 
Mstep: Class 4 contains 56806 members 
Mstep: Class 5 contains 6605 members 
Mstep: Class 6 contains 11936 members 
Mstep: Class 7 contains 190630 members 
Mstep: Class 8 contains 76958 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 32730 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 575 members 
Mstep: Class 16 contains 178956 members 
Mstep: Class 17 contains 30120 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11053 members 
Entering Unmasked Estep 
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Iteration 84Q: 18 clusters Score -1.160744e+08 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 185454 members 
Mstep: Class 3 contains 20073 members 
Mstep: Class 4 contains 56797 members 
Mstep: Class 5 contains 6608 members 
Mstep: Class 6 contains 11985 members 
Mstep: Class 7 contains 191141 members 
Mstep: Class 8 contains 76279 members 
Mstep: Class 9 contains 2342 members 
Mstep: Class 10 contains 32925 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 576 members 
Mstep: Class 16 contains 179228 members 
Mstep: Class 17 contains 30171 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11080 members 
Entering Unmasked Estep 
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Iteration 85Q: 18 clusters Score -1.16074e+08 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 185050 members 
Mstep: Class 3 contains 20086 members 
Mstep: Class 4 contains 56815 members 
Mstep: Class 5 contains 6610 members 
Mstep: Class 6 contains 12019 members 
Mstep: Class 7 contains 191667 members 
Mstep: Class 8 contains 75657 members 
Mstep: Class 9 contains 2337 members 
Mstep: Class 10 contains 33105 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1593 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179451 members 
Mstep: Class 17 contains 30210 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11142 members 
Entering Unmasked Estep 
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Iteration 86Q: 18 clusters Score -1.160736e+08 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50285 members 
Mstep: Class 2 contains 184691 members 
Mstep: Class 3 contains 20102 members 
Mstep: Class 4 contains 56847 members 
Mstep: Class 5 contains 6612 members 
Mstep: Class 6 contains 12064 members 
Mstep: Class 7 contains 192318 members 
Mstep: Class 8 contains 75114 members 
Mstep: Class 9 contains 2331 members 
Mstep: Class 10 contains 33270 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179396 members 
Mstep: Class 17 contains 30260 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11210 members 
Entering Unmasked Estep 
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Iteration 87Q: 18 clusters Score -1.160733e+08 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 184318 members 
Mstep: Class 3 contains 20118 members 
Mstep: Class 4 contains 56897 members 
Mstep: Class 5 contains 6615 members 
Mstep: Class 6 contains 12119 members 
Mstep: Class 7 contains 193073 members 
Mstep: Class 8 contains 74621 members 
Mstep: Class 9 contains 2327 members 
Mstep: Class 10 contains 33397 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179248 members 
Mstep: Class 17 contains 30281 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11277 members 
Entering Unmasked Estep 
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Iteration 88Q: 18 clusters Score -1.160733e+08 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 183876 members 
Mstep: Class 3 contains 20130 members 
Mstep: Class 4 contains 56930 members 
Mstep: Class 5 contains 6614 members 
Mstep: Class 6 contains 12165 members 
Mstep: Class 7 contains 193991 members 
Mstep: Class 8 contains 74132 members 
Mstep: Class 9 contains 2327 members 
Mstep: Class 10 contains 33511 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 16 contains 179041 members 
Mstep: Class 17 contains 30313 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11321 members 
Entering Unmasked Estep 
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Iteration 89Q: 18 clusters Score -1.160733e+08 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 183404 members 
Mstep: Class 3 contains 20144 members 
Mstep: Class 4 contains 56952 members 
Mstep: Class 5 contains 6616 members 
Mstep: Class 6 contains 12209 members 
Mstep: Class 7 contains 194949 members 
Mstep: Class 8 contains 73680 members 
Mstep: Class 9 contains 2327 members 
Mstep: Class 10 contains 33626 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 1594 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 178768 members 
Mstep: Class 17 contains 30333 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11361 members 
Entering Unmasked Estep 
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Iteration 90Q: 18 clusters Score -1.160737e+08 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 182881 members 
Mstep: Class 3 contains 20155 members 
Mstep: Class 4 contains 57003 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 12259 members 
Mstep: Class 7 contains 196009 members 
Mstep: Class 8 contains 73251 members 
Mstep: Class 9 contains 2327 members 
Mstep: Class 10 contains 33712 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1594 members 
Mstep: Class 13 contains 576 members 
Mstep: Class 16 contains 178398 members 
Mstep: Class 17 contains 30344 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11397 members 
Entering Unmasked Estep 
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Iteration 91Q: 18 clusters Score -1.160743e+08 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 182344 members 
Mstep: Class 3 contains 20155 members 
Mstep: Class 4 contains 57053 members 
Mstep: Class 5 contains 6628 members 
Mstep: Class 6 contains 12312 members 
Mstep: Class 7 contains 197168 members 
Mstep: Class 8 contains 72874 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 33788 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1593 members 
Mstep: Class 13 contains 576 members 
Mstep: Class 16 contains 177910 members 
Mstep: Class 17 contains 30354 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11438 members 
Entering Unmasked Estep 
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Iteration 92Q: 18 clusters Score -1.160742e+08 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 181812 members 
Mstep: Class 3 contains 20132 members 
Mstep: Class 4 contains 57107 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 12352 members 
Mstep: Class 7 contains 198371 members 
Mstep: Class 8 contains 72550 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 33855 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 177391 members 
Mstep: Class 17 contains 30357 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11456 members 
Entering Unmasked Estep 
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Iteration 93Q: 18 clusters Score -1.160744e+08 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 181400 members 
Mstep: Class 3 contains 20100 members 
Mstep: Class 4 contains 57162 members 
Mstep: Class 5 contains 6646 members 
Mstep: Class 6 contains 12406 members 
Mstep: Class 7 contains 199442 members 
Mstep: Class 8 contains 72254 members 
Mstep: Class 9 contains 2322 members 
Mstep: Class 10 contains 33934 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 176777 members 
Mstep: Class 17 contains 30375 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11485 members 
Entering Unmasked Estep 
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Iteration 94Q: 18 clusters Score -1.160746e+08 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 181061 members 
Mstep: Class 3 contains 20093 members 
Mstep: Class 4 contains 57226 members 
Mstep: Class 5 contains 6651 members 
Mstep: Class 6 contains 12438 members 
Mstep: Class 7 contains 200366 members 
Mstep: Class 8 contains 71977 members 
Mstep: Class 9 contains 2317 members 
Mstep: Class 10 contains 34032 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 176213 members 
Mstep: Class 17 contains 30361 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11520 members 
Entering Unmasked Estep 
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Iteration 95Q: 18 clusters Score -1.160746e+08 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 180831 members 
Mstep: Class 3 contains 20108 members 
Mstep: Class 4 contains 57286 members 
Mstep: Class 5 contains 6653 members 
Mstep: Class 6 contains 12473 members 
Mstep: Class 7 contains 201068 members 
Mstep: Class 8 contains 71721 members 
Mstep: Class 9 contains 2314 members 
Mstep: Class 10 contains 34110 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 175736 members 
Mstep: Class 17 contains 30360 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11544 members 
Entering Unmasked Estep 
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Iteration 96Q: 18 clusters Score -1.160743e+08 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 180656 members 
Mstep: Class 3 contains 20124 members 
Mstep: Class 4 contains 57338 members 
Mstep: Class 5 contains 6654 members 
Mstep: Class 6 contains 12501 members 
Mstep: Class 7 contains 201697 members 
Mstep: Class 8 contains 71458 members 
Mstep: Class 9 contains 2311 members 
Mstep: Class 10 contains 34179 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 582 members 
Mstep: Class 16 contains 175297 members 
Mstep: Class 17 contains 30341 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11567 members 
Entering Unmasked Estep 
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Iteration 97Q: 18 clusters Score -1.160742e+08 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 180485 members 
Mstep: Class 3 contains 20143 members 
Mstep: Class 4 contains 57387 members 
Mstep: Class 5 contains 6649 members 
Mstep: Class 6 contains 12528 members 
Mstep: Class 7 contains 202228 members 
Mstep: Class 8 contains 71238 members 
Mstep: Class 9 contains 2311 members 
Mstep: Class 10 contains 34259 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 582 members 
Mstep: Class 16 contains 174917 members 
Mstep: Class 17 contains 30312 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11597 members 
Entering Unmasked Estep 
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Iteration 98Q: 18 clusters Score -1.16074e+08 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 180359 members 
Mstep: Class 3 contains 20176 members 
Mstep: Class 4 contains 57442 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 12555 members 
Mstep: Class 7 contains 202676 members 
Mstep: Class 8 contains 71039 members 
Mstep: Class 9 contains 2310 members 
Mstep: Class 10 contains 34335 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 582 members 
Mstep: Class 16 contains 174504 members 
Mstep: Class 17 contains 30291 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11652 members 
Entering Unmasked Estep 
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Iteration 99Q: 18 clusters Score -1.160741e+08 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 180279 members 
Mstep: Class 3 contains 20201 members 
Mstep: Class 4 contains 57477 members 
Mstep: Class 5 contains 6656 members 
Mstep: Class 6 contains 12568 members 
Mstep: Class 7 contains 202980 members 
Mstep: Class 8 contains 70898 members 
Mstep: Class 9 contains 2310 members 
Mstep: Class 10 contains 34397 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 582 members 
Mstep: Class 16 contains 174180 members 
Mstep: Class 17 contains 30287 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11696 members 
Entering Unmasked Estep 
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Iteration 100F: 18 clusters Score -1.160743e+08 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50640 members 
Mstep: Class 2 contains 180200 members 
Mstep: Class 3 contains 20221 members 
Mstep: Class 4 contains 57516 members 
Mstep: Class 5 contains 6657 members 
Mstep: Class 6 contains 12585 members 
Mstep: Class 7 contains 203202 members 
Mstep: Class 8 contains 70730 members 
Mstep: Class 9 contains 2310 members 
Mstep: Class 10 contains 34457 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 173976 members 
Mstep: Class 17 contains 30270 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11745 members 
Entering Unmasked Estep 
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Iteration 101Q: 18 clusters Score -1.160745e+08 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 180068 members 
Mstep: Class 3 contains 20242 members 
Mstep: Class 4 contains 57539 members 
Mstep: Class 5 contains 6663 members 
Mstep: Class 6 contains 12608 members 
Mstep: Class 7 contains 203423 members 
Mstep: Class 8 contains 70588 members 
Mstep: Class 9 contains 2308 members 
Mstep: Class 10 contains 34514 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 173818 members 
Mstep: Class 17 contains 30246 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11800 members 
Entering Unmasked Estep 
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Iteration 102Q: 18 clusters Score -1.160745e+08 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 179907 members 
Mstep: Class 3 contains 20258 members 
Mstep: Class 4 contains 57548 members 
Mstep: Class 5 contains 6666 members 
Mstep: Class 6 contains 12621 members 
Mstep: Class 7 contains 203670 members 
Mstep: Class 8 contains 70457 members 
Mstep: Class 9 contains 2309 members 
Mstep: Class 10 contains 34574 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 173682 members 
Mstep: Class 17 contains 30232 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11833 members 
Entering Unmasked Estep 
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Iteration 103Q: 18 clusters Score -1.160746e+08 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 179744 members 
Mstep: Class 3 contains 20270 members 
Mstep: Class 4 contains 57552 members 
Mstep: Class 5 contains 6672 members 
Mstep: Class 6 contains 12633 members 
Mstep: Class 7 contains 203887 members 
Mstep: Class 8 contains 70346 members 
Mstep: Class 9 contains 2308 members 
Mstep: Class 10 contains 34607 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 173577 members 
Mstep: Class 17 contains 30222 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11882 members 
Entering Unmasked Estep 
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Iteration 104Q: 18 clusters Score -1.160746e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 179608 members 
Mstep: Class 3 contains 20285 members 
Mstep: Class 4 contains 57575 members 
Mstep: Class 5 contains 6669 members 
Mstep: Class 6 contains 12648 members 
Mstep: Class 7 contains 204024 members 
Mstep: Class 8 contains 70245 members 
Mstep: Class 9 contains 2308 members 
Mstep: Class 10 contains 34650 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 173489 members 
Mstep: Class 17 contains 30215 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11934 members 
Entering Unmasked Estep 
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Iteration 105Q: 18 clusters Score -1.160747e+08 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 179467 members 
Mstep: Class 3 contains 20298 members 
Mstep: Class 4 contains 57601 members 
Mstep: Class 5 contains 6668 members 
Mstep: Class 6 contains 12659 members 
Mstep: Class 7 contains 204147 members 
Mstep: Class 8 contains 70149 members 
Mstep: Class 9 contains 2306 members 
Mstep: Class 10 contains 34690 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 173418 members 
Mstep: Class 17 contains 30210 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 11984 members 
Entering Unmasked Estep 
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Iteration 106Q: 18 clusters Score -1.160749e+08 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 179302 members 
Mstep: Class 3 contains 20310 members 
Mstep: Class 4 contains 57627 members 
Mstep: Class 5 contains 6678 members 
Mstep: Class 6 contains 12677 members 
Mstep: Class 7 contains 204233 members 
Mstep: Class 8 contains 70065 members 
Mstep: Class 9 contains 2301 members 
Mstep: Class 10 contains 34732 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 173371 members 
Mstep: Class 17 contains 30230 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 12040 members 
Entering Unmasked Estep 
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Iteration 107Q: 18 clusters Score -1.160748e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50958 members 
Mstep: Class 2 contains 179181 members 
Mstep: Class 3 contains 20330 members 
Mstep: Class 4 contains 57637 members 
Mstep: Class 5 contains 6682 members 
Mstep: Class 6 contains 12699 members 
Mstep: Class 7 contains 204242 members 
Mstep: Class 8 contains 69984 members 
Mstep: Class 9 contains 2298 members 
Mstep: Class 10 contains 34784 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 173391 members 
Mstep: Class 17 contains 30235 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 12090 members 
Entering Unmasked Estep 
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Iteration 108Q: 18 clusters Score -1.16075e+08 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 179109 members 
Mstep: Class 3 contains 20352 members 
Mstep: Class 4 contains 57643 members 
Mstep: Class 5 contains 6685 members 
Mstep: Class 6 contains 12713 members 
Mstep: Class 7 contains 204236 members 
Mstep: Class 8 contains 69895 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 34826 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 173431 members 
Mstep: Class 17 contains 30230 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 12125 members 
Entering Unmasked Estep 
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Iteration 109Q: 18 clusters Score -1.160751e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51004 members 
Mstep: Class 2 contains 179027 members 
Mstep: Class 3 contains 20370 members 
Mstep: Class 4 contains 57659 members 
Mstep: Class 5 contains 6689 members 
Mstep: Class 6 contains 12729 members 
Mstep: Class 7 contains 204233 members 
Mstep: Class 8 contains 69781 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 34886 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 173454 members 
Mstep: Class 17 contains 30227 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 12164 members 
Entering Unmasked Estep 
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Iteration 110Q: 18 clusters Score -1.160751e+08 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 178952 members 
Mstep: Class 3 contains 20392 members 
Mstep: Class 4 contains 57666 members 
Mstep: Class 5 contains 6690 members 
Mstep: Class 6 contains 12751 members 
Mstep: Class 7 contains 204218 members 
Mstep: Class 8 contains 69672 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 34938 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 173468 members 
Mstep: Class 17 contains 30224 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 12202 members 
Entering Unmasked Estep 
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Iteration 111Q: 18 clusters Score -1.160748e+08 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 178851 members 
Mstep: Class 3 contains 20392 members 
Mstep: Class 4 contains 57697 members 
Mstep: Class 5 contains 6690 members 
Mstep: Class 6 contains 12761 members 
Mstep: Class 7 contains 204231 members 
Mstep: Class 8 contains 69582 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 34996 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 173463 members 
Mstep: Class 17 contains 30219 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 12250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116074888.000000 Penalty: 57601.605469
Iteration 112Q: 18 clusters Score -1.160749e+08 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 178730 members 
Mstep: Class 3 contains 20409 members 
Mstep: Class 4 contains 57728 members 
Mstep: Class 5 contains 6694 members 
Mstep: Class 6 contains 12768 members 
Mstep: Class 7 contains 204206 members 
Mstep: Class 8 contains 69503 members 
Mstep: Class 9 contains 2285 members 
Mstep: Class 10 contains 35050 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 173493 members 
Mstep: Class 17 contains 30231 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 12274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116074872.000000 Penalty: 57601.605469
Iteration 113Q: 18 clusters Score -1.160749e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 178548 members 
Mstep: Class 3 contains 20432 members 
Mstep: Class 4 contains 57739 members 
Mstep: Class 5 contains 6702 members 
Mstep: Class 6 contains 12782 members 
Mstep: Class 7 contains 204293 members 
Mstep: Class 8 contains 69418 members 
Mstep: Class 9 contains 2281 members 
Mstep: Class 10 contains 35078 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 173541 members 
Mstep: Class 17 contains 30237 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 12295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075040.000000 Penalty: 57601.605469
Iteration 114Q: 18 clusters Score -1.16075e+08 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 178398 members 
Mstep: Class 3 contains 20437 members 
Mstep: Class 4 contains 57750 members 
Mstep: Class 5 contains 6705 members 
Mstep: Class 6 contains 12795 members 
Mstep: Class 7 contains 204318 members 
Mstep: Class 8 contains 69339 members 
Mstep: Class 9 contains 2279 members 
Mstep: Class 10 contains 35126 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 16 contains 173599 members 
Mstep: Class 17 contains 30242 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 12332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116074992.000000 Penalty: 57601.605469
Iteration 115Q: 18 clusters Score -1.16075e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 178297 members 
Mstep: Class 3 contains 20441 members 
Mstep: Class 4 contains 57753 members 
Mstep: Class 5 contains 6712 members 
Mstep: Class 6 contains 12804 members 
Mstep: Class 7 contains 204328 members 
Mstep: Class 8 contains 69260 members 
Mstep: Class 9 contains 2272 members 
Mstep: Class 10 contains 35179 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 173631 members 
Mstep: Class 17 contains 30252 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 12372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075224.000000 Penalty: 57601.605469
Iteration 116Q: 18 clusters Score -1.160752e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 178169 members 
Mstep: Class 3 contains 20448 members 
Mstep: Class 4 contains 57761 members 
Mstep: Class 5 contains 6716 members 
Mstep: Class 6 contains 12816 members 
Mstep: Class 7 contains 204329 members 
Mstep: Class 8 contains 69179 members 
Mstep: Class 9 contains 2268 members 
Mstep: Class 10 contains 35222 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 173676 members 
Mstep: Class 17 contains 30256 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 12445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075112.000000 Penalty: 57601.605469
Iteration 117Q: 18 clusters Score -1.160751e+08 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51247 members 
Mstep: Class 2 contains 178050 members 
Mstep: Class 3 contains 20444 members 
Mstep: Class 4 contains 57764 members 
Mstep: Class 5 contains 6720 members 
Mstep: Class 6 contains 12829 members 
Mstep: Class 7 contains 204313 members 
Mstep: Class 8 contains 69090 members 
Mstep: Class 9 contains 2264 members 
Mstep: Class 10 contains 35253 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 173759 members 
Mstep: Class 17 contains 30244 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 12531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116074960.000000 Penalty: 57601.605469
Iteration 118Q: 18 clusters Score -1.16075e+08 nChanged 1611
Entering ConstructFrom: 
Score: -116074960.000000 Penalty: 57601.605469
Entering ConstructFrom: 
Trying to split cluster 1 (51283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Entering Unmasked Estep 
Score: -7138120.500000 Penalty: 2689.588379
	Iteration 0F: 2 clusters Score -7138120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -7103426.000000 Penalty: 5379.176758
	Iteration 0F: 3 clusters Score -7103426 nChanged 23724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -7116526.500000 Penalty: 5379.176758
	Iteration 1F: 3 clusters Score -7116526 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -7117049.500000 Penalty: 5379.176758
	Iteration 2Q: 3 clusters Score -7117050 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -7117511.500000 Penalty: 5379.176758
	Iteration 3Q: 3 clusters Score -7117512 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -7118021.500000 Penalty: 5379.176758
	Iteration 4Q: 3 clusters Score -7118022 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -7118664.000000 Penalty: 5379.176758
	Iteration 5Q: 3 clusters Score -7118664 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -7119505.500000 Penalty: 5379.176758
	Iteration 6Q: 3 clusters Score -7119506 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -7120473.000000 Penalty: 5379.176758
	Iteration 7Q: 3 clusters Score -7120473 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -7121761.000000 Penalty: 5379.176758
	Iteration 8Q: 3 clusters Score -7121761 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -7123474.000000 Penalty: 5379.176758
	Iteration 9F: 3 clusters Score -7123474 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -7125556.500000 Penalty: 5379.176758
	Iteration 10F: 3 clusters Score -7125556 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -7127573.500000 Penalty: 5379.176758
	Iteration 11F: 3 clusters Score -7127574 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -7128961.000000 Penalty: 5379.176758
	Iteration 12Q: 3 clusters Score -7128961 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -7129867.000000 Penalty: 5379.176758
	Iteration 13Q: 3 clusters Score -7129867 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -7130443.500000 Penalty: 5379.176758
	Iteration 14Q: 3 clusters Score -7130444 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -7130887.500000 Penalty: 5379.176758
	Iteration 15Q: 3 clusters Score -7130888 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -7131232.000000 Penalty: 5379.176758
	Iteration 16Q: 3 clusters Score -7131232 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -7131549.500000 Penalty: 5379.176758
	Iteration 17Q: 3 clusters Score -7131550 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -7131917.000000 Penalty: 5379.176758
	Iteration 18Q: 3 clusters Score -7131917 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -7132248.000000 Penalty: 5379.176758
	Iteration 19Q: 3 clusters Score -7132248 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -7132605.000000 Penalty: 5379.176758
	Iteration 20F: 3 clusters Score -7132605 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -7132917.000000 Penalty: 5379.176758
	Iteration 21Q: 3 clusters Score -7132917 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -7133210.000000 Penalty: 5379.176758
	Iteration 22Q: 3 clusters Score -7133210 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -7133560.500000 Penalty: 5379.176758
	Iteration 23Q: 3 clusters Score -7133560 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -7133825.500000 Penalty: 5379.176758
	Iteration 24Q: 3 clusters Score -7133826 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -7134103.000000 Penalty: 5379.176758
	Iteration 25Q: 3 clusters Score -7134103 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -7134359.500000 Penalty: 5379.176758
	Iteration 26Q: 3 clusters Score -7134360 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -7134626.500000 Penalty: 5379.176758
	Iteration 27Q: 3 clusters Score -7134626 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -7134833.500000 Penalty: 5379.176758
	Iteration 28Q: 3 clusters Score -7134834 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -7135036.500000 Penalty: 5379.176758
	Iteration 29Q: 3 clusters Score -7135036 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -7135221.000000 Penalty: 5379.176758
	Iteration 30Q: 3 clusters Score -7135221 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -7135425.000000 Penalty: 5379.176758
	Iteration 31Q: 3 clusters Score -7135425 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -7135585.000000 Penalty: 5379.176758
	Iteration 32Q: 3 clusters Score -7135585 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -7135736.500000 Penalty: 5379.176758
	Iteration 33Q: 3 clusters Score -7135736 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -7135898.000000 Penalty: 5379.176758
	Iteration 34Q: 3 clusters Score -7135898 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -7136001.000000 Penalty: 5379.176758
	Iteration 35Q: 3 clusters Score -7136001 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -7136056.500000 Penalty: 5379.176758
	Iteration 36Q: 3 clusters Score -7136056 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -7136115.500000 Penalty: 5379.176758
	Iteration 37Q: 3 clusters Score -7136116 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -7136129.500000 Penalty: 5379.176758
	Iteration 38Q: 3 clusters Score -7136130 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7136145.500000 Penalty: 5379.176758
	Iteration 39Q: 3 clusters Score -7136146 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -7136178.000000 Penalty: 5379.176758
	Iteration 40F: 3 clusters Score -7136178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -7136185.000000 Penalty: 5379.176758
	Iteration 41Q: 3 clusters Score -7136185 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -7136189.000000 Penalty: 5379.176758
	Iteration 42Q: 3 clusters Score -7136189 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -7136208.000000 Penalty: 5379.176758
	Iteration 43Q: 3 clusters Score -7136208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7136220.500000 Penalty: 5379.176758
	Iteration 44Q: 3 clusters Score -7136220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -7136247.000000 Penalty: 5379.176758
	Iteration 45Q: 3 clusters Score -7136247 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -7136260.000000 Penalty: 5379.176758
	Iteration 46Q: 3 clusters Score -7136260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -7136264.500000 Penalty: 5379.176758
	Iteration 47Q: 3 clusters Score -7136264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -7136281.000000 Penalty: 5379.176758
	Iteration 48Q: 3 clusters Score -7136281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -7136281.000000 Penalty: 5379.176758
	Iteration 49Q: 3 clusters Score -7136281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -7136289.500000 Penalty: 5379.176758
	Iteration 50Q: 3 clusters Score -7136290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7136287.500000 Penalty: 5379.176758
	Iteration 51Q: 3 clusters Score -7136288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -7136286.000000 Penalty: 5379.176758
	Iteration 52Q: 3 clusters Score -7136286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -7136286.500000 Penalty: 5379.176758
	Iteration 53Q: 3 clusters Score -7136286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7136287.000000 Penalty: 5379.176758
	Iteration 54Q: 3 clusters Score -7136287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7136291.500000 Penalty: 5379.176758
	Iteration 55Q: 3 clusters Score -7136292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -7136296.500000 Penalty: 5379.176758
	Iteration 56Q: 3 clusters Score -7136296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -7136288.500000 Penalty: 5379.176758
	Iteration 57Q: 3 clusters Score -7136288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -7136287.500000 Penalty: 5379.176758
	Iteration 58Q: 3 clusters Score -7136288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7136286.500000 Penalty: 5379.176758
	Iteration 59Q: 3 clusters Score -7136286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7136293.500000 Penalty: 5379.176758
	Iteration 60F: 3 clusters Score -7136294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -7136291.000000 Penalty: 5379.176758
	Iteration 61Q: 3 clusters Score -7136291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7136285.500000 Penalty: 5379.176758
	Iteration 62Q: 3 clusters Score -7136286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -7136288.500000 Penalty: 5379.176758
	Iteration 63Q: 3 clusters Score -7136288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7136293.000000 Penalty: 5379.176758
	Iteration 64Q: 3 clusters Score -7136293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -7136290.500000 Penalty: 5379.176758
	Iteration 65Q: 3 clusters Score -7136290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -7136291.000000 Penalty: 5379.176758
	Iteration 66Q: 3 clusters Score -7136291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7136293.000000 Penalty: 5379.176758
	Iteration 67Q: 3 clusters Score -7136293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -7136294.000000 Penalty: 5379.176758
	Iteration 68Q: 3 clusters Score -7136294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7136297.000000 Penalty: 5379.176758
	Iteration 69Q: 3 clusters Score -7136297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7136294.000000 Penalty: 5379.176758
	Iteration 70Q: 3 clusters Score -7136294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -7136292.500000 Penalty: 5379.176758
	Iteration 71Q: 3 clusters Score -7136292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -7136288.000000 Penalty: 5379.176758
	Iteration 72Q: 3 clusters Score -7136288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7136281.000000 Penalty: 5379.176758
	Iteration 73Q: 3 clusters Score -7136281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7136287.000000 Penalty: 5379.176758
	Iteration 74Q: 3 clusters Score -7136287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7136288.500000 Penalty: 5379.176758
	Iteration 75Q: 3 clusters Score -7136288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7136290.000000 Penalty: 5379.176758
	Iteration 76Q: 3 clusters Score -7136290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7136290.500000 Penalty: 5379.176758
	Iteration 77Q: 3 clusters Score -7136290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7136295.500000 Penalty: 5379.176758
	Iteration 78Q: 3 clusters Score -7136296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7136295.500000 Penalty: 5379.176758
	Iteration 79F: 3 clusters Score -7136296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (177891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177891 members 
Entering Unmasked Estep 
Score: -24421046.000000 Penalty: 2998.053711
	Iteration 0F: 2 clusters Score -2.442105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88940 members 
Mstep: Class 2 contains 88951 members 
Entering Unmasked Estep 
Score: -24306914.000000 Penalty: 5996.107422
	Iteration 0F: 3 clusters Score -2.430691e+07 nChanged 85565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88825 members 
Mstep: Class 2 contains 89066 members 
Entering Unmasked Estep 
Score: -24356620.000000 Penalty: 5996.107422
	Iteration 1F: 3 clusters Score -2.435662e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88647 members 
Mstep: Class 2 contains 89244 members 
Entering Unmasked Estep 
Score: -24357786.000000 Penalty: 5996.107422
	Iteration 2Q: 3 clusters Score -2.435779e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88348 members 
Mstep: Class 2 contains 89543 members 
Entering Unmasked Estep 
Score: -24359282.000000 Penalty: 5996.107422
	Iteration 3Q: 3 clusters Score -2.435928e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87812 members 
Mstep: Class 2 contains 90079 members 
Entering Unmasked Estep 
Score: -24361520.000000 Penalty: 5996.107422
	Iteration 4Q: 3 clusters Score -2.436152e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86618 members 
Mstep: Class 2 contains 91273 members 
Entering Unmasked Estep 
Score: -24365488.000000 Penalty: 5996.107422
	Iteration 5Q: 3 clusters Score -2.436549e+07 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84491 members 
Mstep: Class 2 contains 93400 members 
Entering Unmasked Estep 
Score: -24371006.000000 Penalty: 5996.107422
	Iteration 6F: 3 clusters Score -2.437101e+07 nChanged 11441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81130 members 
Mstep: Class 2 contains 96761 members 
Entering Unmasked Estep 
Score: -24379020.000000 Penalty: 5996.107422
	Iteration 7F: 3 clusters Score -2.437902e+07 nChanged 12720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 100871 members 
Entering Unmasked Estep 
Score: -24389000.000000 Penalty: 5996.107422
	Iteration 8F: 3 clusters Score -2.4389e+07 nChanged 12284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73186 members 
Mstep: Class 2 contains 104705 members 
Entering Unmasked Estep 
Score: -24398078.000000 Penalty: 5996.107422
	Iteration 9F: 3 clusters Score -2.439808e+07 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70326 members 
Mstep: Class 2 contains 107565 members 
Entering Unmasked Estep 
Score: -24402356.000000 Penalty: 5996.107422
	Iteration 10F: 3 clusters Score -2.440236e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67819 members 
Mstep: Class 2 contains 110072 members 
Entering Unmasked Estep 
Score: -24404900.000000 Penalty: 5996.107422
	Iteration 11Q: 3 clusters Score -2.44049e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 112628 members 
Entering Unmasked Estep 
Score: -24406616.000000 Penalty: 5996.107422
	Iteration 12Q: 3 clusters Score -2.440662e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62865 members 
Mstep: Class 2 contains 115026 members 
Entering Unmasked Estep 
Score: -24408352.000000 Penalty: 5996.107422
	Iteration 13Q: 3 clusters Score -2.440835e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 117256 members 
Entering Unmasked Estep 
Score: -24410084.000000 Penalty: 5996.107422
	Iteration 14Q: 3 clusters Score -2.441008e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 119187 members 
Entering Unmasked Estep 
Score: -24411412.000000 Penalty: 5996.107422
	Iteration 15Q: 3 clusters Score -2.441141e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 120803 members 
Entering Unmasked Estep 
Score: -24412308.000000 Penalty: 5996.107422
	Iteration 16Q: 3 clusters Score -2.441231e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55640 members 
Mstep: Class 2 contains 122251 members 
Entering Unmasked Estep 
Score: -24413060.000000 Penalty: 5996.107422
	Iteration 17Q: 3 clusters Score -2.441306e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54404 members 
Mstep: Class 2 contains 123487 members 
Entering Unmasked Estep 
Score: -24413466.000000 Penalty: 5996.107422
	Iteration 18Q: 3 clusters Score -2.441347e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 124653 members 
Entering Unmasked Estep 
Score: -24413874.000000 Penalty: 5996.107422
	Iteration 19Q: 3 clusters Score -2.441387e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 125677 members 
Entering Unmasked Estep 
Score: -24414098.000000 Penalty: 5996.107422
	Iteration 20F: 3 clusters Score -2.44141e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 126643 members 
Entering Unmasked Estep 
Score: -24414420.000000 Penalty: 5996.107422
	Iteration 21Q: 3 clusters Score -2.441442e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 127670 members 
Entering Unmasked Estep 
Score: -24414642.000000 Penalty: 5996.107422
	Iteration 22Q: 3 clusters Score -2.441464e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 128692 members 
Entering Unmasked Estep 
Score: -24414938.000000 Penalty: 5996.107422
	Iteration 23Q: 3 clusters Score -2.441494e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 129696 members 
Entering Unmasked Estep 
Score: -24415140.000000 Penalty: 5996.107422
	Iteration 24Q: 3 clusters Score -2.441514e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 130677 members 
Entering Unmasked Estep 
Score: -24415278.000000 Penalty: 5996.107422
	Iteration 25Q: 3 clusters Score -2.441528e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 131627 members 
Entering Unmasked Estep 
Score: -24415438.000000 Penalty: 5996.107422
	Iteration 26Q: 3 clusters Score -2.441544e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 132535 members 
Entering Unmasked Estep 
Score: -24415610.000000 Penalty: 5996.107422
	Iteration 27Q: 3 clusters Score -2.441561e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 133396 members 
Entering Unmasked Estep 
Score: -24415784.000000 Penalty: 5996.107422
	Iteration 28Q: 3 clusters Score -2.441578e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 134240 members 
Entering Unmasked Estep 
Score: -24415866.000000 Penalty: 5996.107422
	Iteration 29Q: 3 clusters Score -2.441587e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 135060 members 
Entering Unmasked Estep 
Score: -24415952.000000 Penalty: 5996.107422
	Iteration 30Q: 3 clusters Score -2.441595e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 135839 members 
Entering Unmasked Estep 
Score: -24415970.000000 Penalty: 5996.107422
	Iteration 31Q: 3 clusters Score -2.441597e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 136664 members 
Entering Unmasked Estep 
Score: -24416054.000000 Penalty: 5996.107422
	Iteration 32Q: 3 clusters Score -2.441605e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 137504 members 
Entering Unmasked Estep 
Score: -24416150.000000 Penalty: 5996.107422
	Iteration 33Q: 3 clusters Score -2.441615e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 138349 members 
Entering Unmasked Estep 
Score: -24416292.000000 Penalty: 5996.107422
	Iteration 34Q: 3 clusters Score -2.441629e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 139157 members 
Entering Unmasked Estep 
Score: -24416374.000000 Penalty: 5996.107422
	Iteration 35Q: 3 clusters Score -2.441637e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 139935 members 
Entering Unmasked Estep 
Score: -24416544.000000 Penalty: 5996.107422
	Iteration 36Q: 3 clusters Score -2.441654e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 140723 members 
Entering Unmasked Estep 
Score: -24416744.000000 Penalty: 5996.107422
	Iteration 37Q: 3 clusters Score -2.441674e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 141504 members 
Entering Unmasked Estep 
Score: -24416836.000000 Penalty: 5996.107422
	Iteration 38Q: 3 clusters Score -2.441684e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 142300 members 
Entering Unmasked Estep 
Score: -24416966.000000 Penalty: 5996.107422
	Iteration 39Q: 3 clusters Score -2.441697e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 143071 members 
Entering Unmasked Estep 
Score: -24417160.000000 Penalty: 5996.107422
	Iteration 40F: 3 clusters Score -2.441716e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 143839 members 
Entering Unmasked Estep 
Score: -24417252.000000 Penalty: 5996.107422
	Iteration 41Q: 3 clusters Score -2.441725e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 144604 members 
Entering Unmasked Estep 
Score: -24417442.000000 Penalty: 5996.107422
	Iteration 42Q: 3 clusters Score -2.441744e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 145476 members 
Entering Unmasked Estep 
Score: -24417546.000000 Penalty: 5996.107422
	Iteration 43Q: 3 clusters Score -2.441755e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 146395 members 
Entering Unmasked Estep 
Score: -24417698.000000 Penalty: 5996.107422
	Iteration 44Q: 3 clusters Score -2.44177e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 147432 members 
Entering Unmasked Estep 
Score: -24417836.000000 Penalty: 5996.107422
	Iteration 45Q: 3 clusters Score -2.441784e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 148563 members 
Entering Unmasked Estep 
Score: -24418124.000000 Penalty: 5996.107422
	Iteration 46Q: 3 clusters Score -2.441812e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 149781 members 
Entering Unmasked Estep 
Score: -24418322.000000 Penalty: 5996.107422
	Iteration 47Q: 3 clusters Score -2.441832e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 151140 members 
Entering Unmasked Estep 
Score: -24418468.000000 Penalty: 5996.107422
	Iteration 48Q: 3 clusters Score -2.441847e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 152543 members 
Entering Unmasked Estep 
Score: -24418754.000000 Penalty: 5996.107422
	Iteration 49Q: 3 clusters Score -2.441875e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 154072 members 
Entering Unmasked Estep 
Score: -24418948.000000 Penalty: 5996.107422
	Iteration 50Q: 3 clusters Score -2.441895e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 155758 members 
Entering Unmasked Estep 
Score: -24419174.000000 Penalty: 5996.107422
	Iteration 51Q: 3 clusters Score -2.441917e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 157532 members 
Entering Unmasked Estep 
Score: -24419340.000000 Penalty: 5996.107422
	Iteration 52Q: 3 clusters Score -2.441934e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 159378 members 
Entering Unmasked Estep 
Score: -24419528.000000 Penalty: 5996.107422
	Iteration 53Q: 3 clusters Score -2.441953e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 161151 members 
Entering Unmasked Estep 
Score: -24419740.000000 Penalty: 5996.107422
	Iteration 54Q: 3 clusters Score -2.441974e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 162845 members 
Entering Unmasked Estep 
Score: -24419904.000000 Penalty: 5996.107422
	Iteration 55Q: 3 clusters Score -2.44199e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 164482 members 
Entering Unmasked Estep 
Score: -24420060.000000 Penalty: 5996.107422
	Iteration 56Q: 3 clusters Score -2.442006e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 166025 members 
Entering Unmasked Estep 
Score: -24420094.000000 Penalty: 5996.107422
	Iteration 57Q: 3 clusters Score -2.442009e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 167415 members 
Entering Unmasked Estep 
Score: -24420072.000000 Penalty: 5996.107422
	Iteration 58Q: 3 clusters Score -2.442007e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 168652 members 
Entering Unmasked Estep 
Score: -24420072.000000 Penalty: 5996.107422
	Iteration 59Q: 3 clusters Score -2.442007e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 169722 members 
Entering Unmasked Estep 
Score: -24419888.000000 Penalty: 5996.107422
	Iteration 60F: 3 clusters Score -2.441989e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 170674 members 
Entering Unmasked Estep 
Score: -24419854.000000 Penalty: 5996.107422
	Iteration 61Q: 3 clusters Score -2.441985e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 171540 members 
Entering Unmasked Estep 
Score: -24419910.000000 Penalty: 5996.107422
	Iteration 62Q: 3 clusters Score -2.441991e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 172286 members 
Entering Unmasked Estep 
Score: -24419670.000000 Penalty: 5996.107422
	Iteration 63Q: 3 clusters Score -2.441967e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 172923 members 
Entering Unmasked Estep 
Score: -24419618.000000 Penalty: 5996.107422
	Iteration 64Q: 3 clusters Score -2.441962e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 173473 members 
Entering Unmasked Estep 
Score: -24419570.000000 Penalty: 5996.107422
	Iteration 65Q: 3 clusters Score -2.441957e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 173940 members 
Entering Unmasked Estep 
Score: -24419478.000000 Penalty: 5996.107422
	Iteration 66Q: 3 clusters Score -2.441948e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 174320 members 
Entering Unmasked Estep 
Score: -24419308.000000 Penalty: 5996.107422
	Iteration 67Q: 3 clusters Score -2.441931e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 174654 members 
Entering Unmasked Estep 
Score: -24419256.000000 Penalty: 5996.107422
	Iteration 68Q: 3 clusters Score -2.441926e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 174958 members 
Entering Unmasked Estep 
Score: -24419216.000000 Penalty: 5996.107422
	Iteration 69Q: 3 clusters Score -2.441922e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 175196 members 
Entering Unmasked Estep 
Score: -24419198.000000 Penalty: 5996.107422
	Iteration 70Q: 3 clusters Score -2.44192e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 175426 members 
Entering Unmasked Estep 
Score: -24419148.000000 Penalty: 5996.107422
	Iteration 71Q: 3 clusters Score -2.441915e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 175618 members 
Entering Unmasked Estep 
Score: -24419118.000000 Penalty: 5996.107422
	Iteration 72Q: 3 clusters Score -2.441912e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 175797 members 
Entering Unmasked Estep 
Score: -24419148.000000 Penalty: 5996.107422
	Iteration 73Q: 3 clusters Score -2.441915e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 175948 members 
Entering Unmasked Estep 
Score: -24419200.000000 Penalty: 5996.107422
	Iteration 74Q: 3 clusters Score -2.44192e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 176044 members 
Entering Unmasked Estep 
Score: -24419264.000000 Penalty: 5996.107422
	Iteration 75Q: 3 clusters Score -2.441926e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 176117 members 
Entering Unmasked Estep 
Score: -24419236.000000 Penalty: 5996.107422
	Iteration 76Q: 3 clusters Score -2.441924e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 176183 members 
Entering Unmasked Estep 
Score: -24419228.000000 Penalty: 5996.107422
	Iteration 77Q: 3 clusters Score -2.441923e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 176246 members 
Entering Unmasked Estep 
Score: -24419206.000000 Penalty: 5996.107422
	Iteration 78Q: 3 clusters Score -2.441921e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 176299 members 
Entering Unmasked Estep 
Score: -24419230.000000 Penalty: 5996.107422
	Iteration 79Q: 3 clusters Score -2.441923e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 176333 members 
Entering Unmasked Estep 
Score: -24419196.000000 Penalty: 5996.107422
	Iteration 80F: 3 clusters Score -2.44192e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 176360 members 
Entering Unmasked Estep 
Score: -24419178.000000 Penalty: 5996.107422
	Iteration 81Q: 3 clusters Score -2.441918e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 176382 members 
Entering Unmasked Estep 
Score: -24419158.000000 Penalty: 5996.107422
	Iteration 82Q: 3 clusters Score -2.441916e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 176403 members 
Entering Unmasked Estep 
Score: -24419216.000000 Penalty: 5996.107422
	Iteration 83Q: 3 clusters Score -2.441922e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 176423 members 
Entering Unmasked Estep 
Score: -24419206.000000 Penalty: 5996.107422
	Iteration 84Q: 3 clusters Score -2.441921e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 176438 members 
Entering Unmasked Estep 
Score: -24419218.000000 Penalty: 5996.107422
	Iteration 85Q: 3 clusters Score -2.441922e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 176460 members 
Entering Unmasked Estep 
Score: -24419210.000000 Penalty: 5996.107422
	Iteration 86Q: 3 clusters Score -2.441921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 176471 members 
Entering Unmasked Estep 
Score: -24419218.000000 Penalty: 5996.107422
	Iteration 87Q: 3 clusters Score -2.441922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 176481 members 
Entering Unmasked Estep 
Score: -24419206.000000 Penalty: 5996.107422
	Iteration 88Q: 3 clusters Score -2.441921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 176490 members 
Entering Unmasked Estep 
Score: -24419202.000000 Penalty: 5996.107422
	Iteration 89Q: 3 clusters Score -2.44192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 176501 members 
Entering Unmasked Estep 
Score: -24419210.000000 Penalty: 5996.107422
	Iteration 90Q: 3 clusters Score -2.441921e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 176518 members 
Entering Unmasked Estep 
Score: -24419210.000000 Penalty: 5996.107422
	Iteration 91Q: 3 clusters Score -2.441921e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 176533 members 
Entering Unmasked Estep 
Score: -24419214.000000 Penalty: 5996.107422
	Iteration 92Q: 3 clusters Score -2.441921e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 176545 members 
Entering Unmasked Estep 
Score: -24419198.000000 Penalty: 5996.107422
	Iteration 93Q: 3 clusters Score -2.44192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 176558 members 
Entering Unmasked Estep 
Score: -24419188.000000 Penalty: 5996.107422
	Iteration 94Q: 3 clusters Score -2.441919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 176569 members 
Entering Unmasked Estep 
Score: -24419184.000000 Penalty: 5996.107422
	Iteration 95Q: 3 clusters Score -2.441918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 176579 members 
Entering Unmasked Estep 
Score: -24419200.000000 Penalty: 5996.107422
	Iteration 96Q: 3 clusters Score -2.44192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 176589 members 
Entering Unmasked Estep 
Score: -24419194.000000 Penalty: 5996.107422
	Iteration 97Q: 3 clusters Score -2.441919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 176594 members 
Entering Unmasked Estep 
Score: -24419194.000000 Penalty: 5996.107422
	Iteration 98Q: 3 clusters Score -2.441919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 176597 members 
Entering Unmasked Estep 
Score: -24419212.000000 Penalty: 5996.107422
	Iteration 99Q: 3 clusters Score -2.441921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 176604 members 
Entering Unmasked Estep 
Score: -24419212.000000 Penalty: 5996.107422
	Iteration 100F: 3 clusters Score -2.441921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 176608 members 
Entering Unmasked Estep 
Score: -24419208.000000 Penalty: 5996.107422
	Iteration 101Q: 3 clusters Score -2.441921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 176610 members 
Entering Unmasked Estep 
Score: -24419208.000000 Penalty: 5996.107422
	Iteration 102Q: 3 clusters Score -2.441921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 176610 members 
Entering Unmasked Estep 
Score: -24419208.000000 Penalty: 5996.107422
	Iteration 103F: 3 clusters Score -2.441921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Entering Unmasked Estep 
Score: -2855600.250000 Penalty: 2461.546631
	Iteration 0F: 2 clusters Score -2855600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2841129.500000 Penalty: 4923.093262
	Iteration 0F: 3 clusters Score -2841130 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2846176.000000 Penalty: 4923.093262
	Iteration 1F: 3 clusters Score -2846176 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2846567.250000 Penalty: 4923.093262
	Iteration 2F: 3 clusters Score -2846567 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2846907.500000 Penalty: 4923.093262
	Iteration 3Q: 3 clusters Score -2846908 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2847301.500000 Penalty: 4923.093262
	Iteration 4Q: 3 clusters Score -2847302 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2847754.000000 Penalty: 4923.093262
	Iteration 5Q: 3 clusters Score -2847754 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2848342.000000 Penalty: 4923.093262
	Iteration 6Q: 3 clusters Score -2848342 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2849111.750000 Penalty: 4923.093262
	Iteration 7F: 3 clusters Score -2849112 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2850038.750000 Penalty: 4923.093262
	Iteration 8F: 3 clusters Score -2850039 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2851107.250000 Penalty: 4923.093262
	Iteration 9F: 3 clusters Score -2851107 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2851935.750000 Penalty: 4923.093262
	Iteration 10Q: 3 clusters Score -2851936 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2852397.250000 Penalty: 4923.093262
	Iteration 11Q: 3 clusters Score -2852397 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2852623.500000 Penalty: 4923.093262
	Iteration 12Q: 3 clusters Score -2852624 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2852751.250000 Penalty: 4923.093262
	Iteration 13Q: 3 clusters Score -2852751 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2852845.250000 Penalty: 4923.093262
	Iteration 14Q: 3 clusters Score -2852845 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2852903.750000 Penalty: 4923.093262
	Iteration 15Q: 3 clusters Score -2852904 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2852971.000000 Penalty: 4923.093262
	Iteration 16Q: 3 clusters Score -2852971 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2853006.250000 Penalty: 4923.093262
	Iteration 17Q: 3 clusters Score -2853006 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2853033.000000 Penalty: 4923.093262
	Iteration 18Q: 3 clusters Score -2853033 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2853067.750000 Penalty: 4923.093262
	Iteration 19Q: 3 clusters Score -2853068 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2853089.750000 Penalty: 4923.093262
	Iteration 20F: 3 clusters Score -2853090 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2853117.750000 Penalty: 4923.093262
	Iteration 21Q: 3 clusters Score -2853118 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2853131.000000 Penalty: 4923.093262
	Iteration 22Q: 3 clusters Score -2853131 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2853157.750000 Penalty: 4923.093262
	Iteration 23Q: 3 clusters Score -2853158 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2853186.750000 Penalty: 4923.093262
	Iteration 24Q: 3 clusters Score -2853187 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2853209.750000 Penalty: 4923.093262
	Iteration 25Q: 3 clusters Score -2853210 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2853237.000000 Penalty: 4923.093262
	Iteration 26Q: 3 clusters Score -2853237 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2853260.000000 Penalty: 4923.093262
	Iteration 27Q: 3 clusters Score -2853260 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2853277.250000 Penalty: 4923.093262
	Iteration 28Q: 3 clusters Score -2853277 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2853289.000000 Penalty: 4923.093262
	Iteration 29Q: 3 clusters Score -2853289 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2853299.500000 Penalty: 4923.093262
	Iteration 30Q: 3 clusters Score -2853300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2853302.750000 Penalty: 4923.093262
	Iteration 31Q: 3 clusters Score -2853303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2853311.000000 Penalty: 4923.093262
	Iteration 32Q: 3 clusters Score -2853311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2853322.000000 Penalty: 4923.093262
	Iteration 33Q: 3 clusters Score -2853322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2853331.250000 Penalty: 4923.093262
	Iteration 34Q: 3 clusters Score -2853331 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2853341.750000 Penalty: 4923.093262
	Iteration 35Q: 3 clusters Score -2853342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2853344.500000 Penalty: 4923.093262
	Iteration 36Q: 3 clusters Score -2853344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2853352.250000 Penalty: 4923.093262
	Iteration 37Q: 3 clusters Score -2853352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2853359.500000 Penalty: 4923.093262
	Iteration 38Q: 3 clusters Score -2853360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2853366.750000 Penalty: 4923.093262
	Iteration 39Q: 3 clusters Score -2853367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2853370.750000 Penalty: 4923.093262
	Iteration 40F: 3 clusters Score -2853371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2853372.750000 Penalty: 4923.093262
	Iteration 41Q: 3 clusters Score -2853373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2853372.250000 Penalty: 4923.093262
	Iteration 42Q: 3 clusters Score -2853372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2853376.750000 Penalty: 4923.093262
	Iteration 43Q: 3 clusters Score -2853377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2853382.000000 Penalty: 4923.093262
	Iteration 44Q: 3 clusters Score -2853382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2853382.250000 Penalty: 4923.093262
	Iteration 45Q: 3 clusters Score -2853382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2853382.250000 Penalty: 4923.093262
	Iteration 46Q: 3 clusters Score -2853382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2853382.500000 Penalty: 4923.093262
	Iteration 47Q: 3 clusters Score -2853382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2853385.750000 Penalty: 4923.093262
	Iteration 48Q: 3 clusters Score -2853386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2853385.000000 Penalty: 4923.093262
	Iteration 49Q: 3 clusters Score -2853385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2853386.000000 Penalty: 4923.093262
	Iteration 50Q: 3 clusters Score -2853386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2853392.250000 Penalty: 4923.093262
	Iteration 51Q: 3 clusters Score -2853392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2853384.750000 Penalty: 4923.093262
	Iteration 52Q: 3 clusters Score -2853385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2853389.750000 Penalty: 4923.093262
	Iteration 53Q: 3 clusters Score -2853390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2853393.000000 Penalty: 4923.093262
	Iteration 54Q: 3 clusters Score -2853393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2853395.500000 Penalty: 4923.093262
	Iteration 55Q: 3 clusters Score -2853396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2853393.000000 Penalty: 4923.093262
	Iteration 56Q: 3 clusters Score -2853393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2853391.250000 Penalty: 4923.093262
	Iteration 57Q: 3 clusters Score -2853391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2853390.750000 Penalty: 4923.093262
	Iteration 58Q: 3 clusters Score -2853391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2853390.750000 Penalty: 4923.093262
	Iteration 59F: 3 clusters Score -2853391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Entering Unmasked Estep 
Score: -7790979.500000 Penalty: 2719.145020
	Iteration 0F: 2 clusters Score -7790980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -7752199.000000 Penalty: 5438.290039
	Iteration 0F: 3 clusters Score -7752199 nChanged 26731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -7766961.000000 Penalty: 5438.290039
	Iteration 1F: 3 clusters Score -7766961 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -7767719.000000 Penalty: 5438.290039
	Iteration 2Q: 3 clusters Score -7767719 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -7768590.500000 Penalty: 5438.290039
	Iteration 3Q: 3 clusters Score -7768590 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -7769603.000000 Penalty: 5438.290039
	Iteration 4Q: 3 clusters Score -7769603 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -7771080.500000 Penalty: 5438.290039
	Iteration 5F: 3 clusters Score -7771080 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -7773244.500000 Penalty: 5438.290039
	Iteration 6F: 3 clusters Score -7773244 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -7775965.500000 Penalty: 5438.290039
	Iteration 7F: 3 clusters Score -7775966 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -7779073.500000 Penalty: 5438.290039
	Iteration 8F: 3 clusters Score -7779074 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -7782353.000000 Penalty: 5438.290039
	Iteration 9F: 3 clusters Score -7782353 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -7785386.000000 Penalty: 5438.290039
	Iteration 10F: 3 clusters Score -7785386 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -7787340.500000 Penalty: 5438.290039
	Iteration 11Q: 3 clusters Score -7787340 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -7788268.500000 Penalty: 5438.290039
	Iteration 12Q: 3 clusters Score -7788268 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 56962 members 
Entering Unmasked Estep 
Score: -7788603.500000 Penalty: 5438.290039
	Iteration 13Q: 3 clusters Score -7788604 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 57054 members 
Entering Unmasked Estep 
Score: -7788734.500000 Penalty: 5438.290039
	Iteration 14Q: 3 clusters Score -7788734 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 57093 members 
Entering Unmasked Estep 
Score: -7788820.000000 Penalty: 5438.290039
	Iteration 15Q: 3 clusters Score -7788820 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -7788868.000000 Penalty: 5438.290039
	Iteration 16Q: 3 clusters Score -7788868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -7788908.000000 Penalty: 5438.290039
	Iteration 17Q: 3 clusters Score -7788908 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 57132 members 
Entering Unmasked Estep 
Score: -7788967.000000 Penalty: 5438.290039
	Iteration 18Q: 3 clusters Score -7788967 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 57139 members 
Entering Unmasked Estep 
Score: -7788988.000000 Penalty: 5438.290039
	Iteration 19Q: 3 clusters Score -7788988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -7789008.500000 Penalty: 5438.290039
	Iteration 20F: 3 clusters Score -7789008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 57149 members 
Entering Unmasked Estep 
Score: -7789028.500000 Penalty: 5438.290039
	Iteration 21Q: 3 clusters Score -7789028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 57151 members 
Entering Unmasked Estep 
Score: -7789024.500000 Penalty: 5438.290039
	Iteration 22Q: 3 clusters Score -7789024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 57150 members 
Entering Unmasked Estep 
Score: -7789046.000000 Penalty: 5438.290039
	Iteration 23Q: 3 clusters Score -7789046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -7789051.500000 Penalty: 5438.290039
	Iteration 24Q: 3 clusters Score -7789052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -7789049.000000 Penalty: 5438.290039
	Iteration 25Q: 3 clusters Score -7789049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -7789056.500000 Penalty: 5438.290039
	Iteration 26Q: 3 clusters Score -7789056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -7789049.000000 Penalty: 5438.290039
	Iteration 27Q: 3 clusters Score -7789049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -7789059.000000 Penalty: 5438.290039
	Iteration 28Q: 3 clusters Score -7789059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -7789060.500000 Penalty: 5438.290039
	Iteration 29Q: 3 clusters Score -7789060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -7789067.500000 Penalty: 5438.290039
	Iteration 30Q: 3 clusters Score -7789068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -7789062.000000 Penalty: 5438.290039
	Iteration 31Q: 3 clusters Score -7789062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 57139 members 
Entering Unmasked Estep 
Score: -7789061.500000 Penalty: 5438.290039
	Iteration 32Q: 3 clusters Score -7789062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 57138 members 
Entering Unmasked Estep 
Score: -7789067.500000 Penalty: 5438.290039
	Iteration 33Q: 3 clusters Score -7789068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 57138 members 
Entering Unmasked Estep 
Score: -7789067.500000 Penalty: 5438.290039
	Iteration 34F: 3 clusters Score -7789068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Entering Unmasked Estep 
Score: -900581.375000 Penalty: 2185.732666
	Iteration 0F: 2 clusters Score -900581.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -895026.500000 Penalty: 4371.465332
	Iteration 0F: 3 clusters Score -895026.5 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -896367.437500 Penalty: 4371.465332
	Iteration 1F: 3 clusters Score -896367.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -896581.937500 Penalty: 4371.465332
	Iteration 2F: 3 clusters Score -896581.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -896712.937500 Penalty: 4371.465332
	Iteration 3Q: 3 clusters Score -896712.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -896798.625000 Penalty: 4371.465332
	Iteration 4Q: 3 clusters Score -896798.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -896858.562500 Penalty: 4371.465332
	Iteration 5Q: 3 clusters Score -896858.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -896908.125000 Penalty: 4371.465332
	Iteration 6Q: 3 clusters Score -896908.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -896953.812500 Penalty: 4371.465332
	Iteration 7Q: 3 clusters Score -896953.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -896988.312500 Penalty: 4371.465332
	Iteration 8Q: 3 clusters Score -896988.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -897016.062500 Penalty: 4371.465332
	Iteration 9Q: 3 clusters Score -897016.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -897041.500000 Penalty: 4371.465332
	Iteration 10Q: 3 clusters Score -897041.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -897068.312500 Penalty: 4371.465332
	Iteration 11Q: 3 clusters Score -897068.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -897088.250000 Penalty: 4371.465332
	Iteration 12Q: 3 clusters Score -897088.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -897109.375000 Penalty: 4371.465332
	Iteration 13Q: 3 clusters Score -897109.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -897124.562500 Penalty: 4371.465332
	Iteration 14Q: 3 clusters Score -897124.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -897143.750000 Penalty: 4371.465332
	Iteration 15Q: 3 clusters Score -897143.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -897164.750000 Penalty: 4371.465332
	Iteration 16Q: 3 clusters Score -897164.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -897181.125000 Penalty: 4371.465332
	Iteration 17Q: 3 clusters Score -897181.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -897197.000000 Penalty: 4371.465332
	Iteration 18Q: 3 clusters Score -897197 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -897217.375000 Penalty: 4371.465332
	Iteration 19Q: 3 clusters Score -897217.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -897240.375000 Penalty: 4371.465332
	Iteration 20F: 3 clusters Score -897240.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -897270.375000 Penalty: 4371.465332
	Iteration 21Q: 3 clusters Score -897270.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -897307.437500 Penalty: 4371.465332
	Iteration 22Q: 3 clusters Score -897307.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -897355.812500 Penalty: 4371.465332
	Iteration 23Q: 3 clusters Score -897355.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -897395.250000 Penalty: 4371.465332
	Iteration 24Q: 3 clusters Score -897395.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -897450.437500 Penalty: 4371.465332
	Iteration 25Q: 3 clusters Score -897450.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -897510.625000 Penalty: 4371.465332
	Iteration 26Q: 3 clusters Score -897510.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -897579.687500 Penalty: 4371.465332
	Iteration 27Q: 3 clusters Score -897579.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -897663.187500 Penalty: 4371.465332
	Iteration 28Q: 3 clusters Score -897663.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -897749.625000 Penalty: 4371.465332
	Iteration 29Q: 3 clusters Score -897749.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -897848.000000 Penalty: 4371.465332
	Iteration 30Q: 3 clusters Score -897848 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -897958.062500 Penalty: 4371.465332
	Iteration 31Q: 3 clusters Score -897958.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -898070.875000 Penalty: 4371.465332
	Iteration 32Q: 3 clusters Score -898070.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -898186.500000 Penalty: 4371.465332
	Iteration 33Q: 3 clusters Score -898186.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -898278.000000 Penalty: 4371.465332
	Iteration 34Q: 3 clusters Score -898278 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -898346.812500 Penalty: 4371.465332
	Iteration 35Q: 3 clusters Score -898346.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -898406.750000 Penalty: 4371.465332
	Iteration 36Q: 3 clusters Score -898406.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -898445.875000 Penalty: 4371.465332
	Iteration 37Q: 3 clusters Score -898445.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -898487.625000 Penalty: 4371.465332
	Iteration 38Q: 3 clusters Score -898487.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -898509.750000 Penalty: 4371.465332
	Iteration 39Q: 3 clusters Score -898509.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -898534.375000 Penalty: 4371.465332
	Iteration 40F: 3 clusters Score -898534.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -898553.125000 Penalty: 4371.465332
	Iteration 41Q: 3 clusters Score -898553.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -898568.687500 Penalty: 4371.465332
	Iteration 42Q: 3 clusters Score -898568.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -898585.312500 Penalty: 4371.465332
	Iteration 43Q: 3 clusters Score -898585.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -898599.687500 Penalty: 4371.465332
	Iteration 44Q: 3 clusters Score -898599.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -898610.625000 Penalty: 4371.465332
	Iteration 45Q: 3 clusters Score -898610.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -898620.750000 Penalty: 4371.465332
	Iteration 46Q: 3 clusters Score -898620.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -898629.500000 Penalty: 4371.465332
	Iteration 47Q: 3 clusters Score -898629.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -898633.687500 Penalty: 4371.465332
	Iteration 48Q: 3 clusters Score -898633.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -898635.687500 Penalty: 4371.465332
	Iteration 49Q: 3 clusters Score -898635.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -898639.312500 Penalty: 4371.465332
	Iteration 50Q: 3 clusters Score -898639.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -898642.312500 Penalty: 4371.465332
	Iteration 51Q: 3 clusters Score -898642.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -898642.750000 Penalty: 4371.465332
	Iteration 52Q: 3 clusters Score -898642.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -898647.187500 Penalty: 4371.465332
	Iteration 53Q: 3 clusters Score -898647.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -898650.375000 Penalty: 4371.465332
	Iteration 54Q: 3 clusters Score -898650.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -898653.375000 Penalty: 4371.465332
	Iteration 55Q: 3 clusters Score -898653.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -898653.375000 Penalty: 4371.465332
	Iteration 56F: 3 clusters Score -898653.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Entering Unmasked Estep 
Score: -1687377.625000 Penalty: 2346.197998
	Iteration 0F: 2 clusters Score -1687378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1677915.500000 Penalty: 4692.395996
	Iteration 0F: 3 clusters Score -1677916 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1680752.750000 Penalty: 4692.395996
	Iteration 1F: 3 clusters Score -1680753 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1681039.000000 Penalty: 4692.395996
	Iteration 2F: 3 clusters Score -1681039 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1681259.375000 Penalty: 4692.395996
	Iteration 3Q: 3 clusters Score -1681259 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1681457.750000 Penalty: 4692.395996
	Iteration 4Q: 3 clusters Score -1681458 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1681617.250000 Penalty: 4692.395996
	Iteration 5Q: 3 clusters Score -1681617 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1681764.750000 Penalty: 4692.395996
	Iteration 6Q: 3 clusters Score -1681765 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1681907.250000 Penalty: 4692.395996
	Iteration 7Q: 3 clusters Score -1681907 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1682064.375000 Penalty: 4692.395996
	Iteration 8Q: 3 clusters Score -1682064 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1682240.125000 Penalty: 4692.395996
	Iteration 9Q: 3 clusters Score -1682240 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1682441.875000 Penalty: 4692.395996
	Iteration 10Q: 3 clusters Score -1682442 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1682670.375000 Penalty: 4692.395996
	Iteration 11Q: 3 clusters Score -1682670 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1682939.375000 Penalty: 4692.395996
	Iteration 12Q: 3 clusters Score -1682939 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1683238.750000 Penalty: 4692.395996
	Iteration 13Q: 3 clusters Score -1683239 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1683546.125000 Penalty: 4692.395996
	Iteration 14Q: 3 clusters Score -1683546 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1683831.375000 Penalty: 4692.395996
	Iteration 15Q: 3 clusters Score -1683831 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1684115.625000 Penalty: 4692.395996
	Iteration 16Q: 3 clusters Score -1684116 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1684367.125000 Penalty: 4692.395996
	Iteration 17Q: 3 clusters Score -1684367 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1684556.000000 Penalty: 4692.395996
	Iteration 18Q: 3 clusters Score -1684556 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1684738.250000 Penalty: 4692.395996
	Iteration 19Q: 3 clusters Score -1684738 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1684876.500000 Penalty: 4692.395996
	Iteration 20F: 3 clusters Score -1684876 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1684987.500000 Penalty: 4692.395996
	Iteration 21Q: 3 clusters Score -1684988 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1685083.125000 Penalty: 4692.395996
	Iteration 22Q: 3 clusters Score -1685083 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1685164.000000 Penalty: 4692.395996
	Iteration 23Q: 3 clusters Score -1685164 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1685231.500000 Penalty: 4692.395996
	Iteration 24Q: 3 clusters Score -1685232 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1685282.500000 Penalty: 4692.395996
	Iteration 25Q: 3 clusters Score -1685282 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1685334.000000 Penalty: 4692.395996
	Iteration 26Q: 3 clusters Score -1685334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1685367.000000 Penalty: 4692.395996
	Iteration 27Q: 3 clusters Score -1685367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1685383.375000 Penalty: 4692.395996
	Iteration 28Q: 3 clusters Score -1685383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1685393.625000 Penalty: 4692.395996
	Iteration 29Q: 3 clusters Score -1685394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1685401.000000 Penalty: 4692.395996
	Iteration 30Q: 3 clusters Score -1685401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1685404.000000 Penalty: 4692.395996
	Iteration 31Q: 3 clusters Score -1685404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1685407.625000 Penalty: 4692.395996
	Iteration 32Q: 3 clusters Score -1685408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1685412.000000 Penalty: 4692.395996
	Iteration 33Q: 3 clusters Score -1685412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1685415.000000 Penalty: 4692.395996
	Iteration 34Q: 3 clusters Score -1685415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1685414.250000 Penalty: 4692.395996
	Iteration 35Q: 3 clusters Score -1685414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1685415.000000 Penalty: 4692.395996
	Iteration 36Q: 3 clusters Score -1685415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1685413.625000 Penalty: 4692.395996
	Iteration 37Q: 3 clusters Score -1685414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1685414.250000 Penalty: 4692.395996
	Iteration 38Q: 3 clusters Score -1685414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1685417.375000 Penalty: 4692.395996
	Iteration 39Q: 3 clusters Score -1685417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1685419.250000 Penalty: 4692.395996
	Iteration 40F: 3 clusters Score -1685419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1685422.250000 Penalty: 4692.395996
	Iteration 41Q: 3 clusters Score -1685422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1685425.375000 Penalty: 4692.395996
	Iteration 42Q: 3 clusters Score -1685425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1685431.750000 Penalty: 4692.395996
	Iteration 43Q: 3 clusters Score -1685432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1685436.125000 Penalty: 4692.395996
	Iteration 44Q: 3 clusters Score -1685436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1685442.375000 Penalty: 4692.395996
	Iteration 45Q: 3 clusters Score -1685442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1685447.375000 Penalty: 4692.395996
	Iteration 46Q: 3 clusters Score -1685447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1685456.250000 Penalty: 4692.395996
	Iteration 47Q: 3 clusters Score -1685456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1685457.250000 Penalty: 4692.395996
	Iteration 48Q: 3 clusters Score -1685457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1685457.375000 Penalty: 4692.395996
	Iteration 49Q: 3 clusters Score -1685457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1685459.625000 Penalty: 4692.395996
	Iteration 50Q: 3 clusters Score -1685460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1685459.625000 Penalty: 4692.395996
	Iteration 51Q: 3 clusters Score -1685460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1685462.250000 Penalty: 4692.395996
	Iteration 52Q: 3 clusters Score -1685462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1685465.750000 Penalty: 4692.395996
	Iteration 53Q: 3 clusters Score -1685466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1685466.500000 Penalty: 4692.395996
	Iteration 54Q: 3 clusters Score -1685466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1685466.500000 Penalty: 4692.395996
	Iteration 55F: 3 clusters Score -1685466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (204283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204283 members 
Entering Unmasked Estep 
Score: -28015704.000000 Penalty: 3032.360840
	Iteration 0F: 2 clusters Score -2.80157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101902 members 
Mstep: Class 2 contains 102381 members 
Entering Unmasked Estep 
Score: -27884232.000000 Penalty: 6064.721680
	Iteration 0F: 3 clusters Score -2.788423e+07 nChanged 98302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96604 members 
Mstep: Class 2 contains 107679 members 
Entering Unmasked Estep 
Score: -27942180.000000 Penalty: 6064.721680
	Iteration 1F: 3 clusters Score -2.794218e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93705 members 
Mstep: Class 2 contains 110578 members 
Entering Unmasked Estep 
Score: -27944126.000000 Penalty: 6064.721680
	Iteration 2Q: 3 clusters Score -2.794413e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89505 members 
Mstep: Class 2 contains 114778 members 
Entering Unmasked Estep 
Score: -27947026.000000 Penalty: 6064.721680
	Iteration 3Q: 3 clusters Score -2.794703e+07 nChanged 8860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83591 members 
Mstep: Class 2 contains 120692 members 
Entering Unmasked Estep 
Score: -27951206.000000 Penalty: 6064.721680
	Iteration 4Q: 3 clusters Score -2.795121e+07 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75838 members 
Mstep: Class 2 contains 128445 members 
Entering Unmasked Estep 
Score: -27957088.000000 Penalty: 6064.721680
	Iteration 5F: 3 clusters Score -2.795709e+07 nChanged 11971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 138096 members 
Entering Unmasked Estep 
Score: -27965692.000000 Penalty: 6064.721680
	Iteration 6F: 3 clusters Score -2.796569e+07 nChanged 13057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 148887 members 
Entering Unmasked Estep 
Score: -27975848.000000 Penalty: 6064.721680
	Iteration 7F: 3 clusters Score -2.797585e+07 nChanged 12421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 158704 members 
Entering Unmasked Estep 
Score: -27985618.000000 Penalty: 6064.721680
	Iteration 8F: 3 clusters Score -2.798562e+07 nChanged 10252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 166090 members 
Entering Unmasked Estep 
Score: -27993182.000000 Penalty: 6064.721680
	Iteration 9F: 3 clusters Score -2.799318e+07 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 171319 members 
Entering Unmasked Estep 
Score: -27998052.000000 Penalty: 6064.721680
	Iteration 10Q: 3 clusters Score -2.799805e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 175211 members 
Entering Unmasked Estep 
Score: -28000718.000000 Penalty: 6064.721680
	Iteration 11Q: 3 clusters Score -2.800072e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 178559 members 
Entering Unmasked Estep 
Score: -28002626.000000 Penalty: 6064.721680
	Iteration 12Q: 3 clusters Score -2.800263e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 181658 members 
Entering Unmasked Estep 
Score: -28004114.000000 Penalty: 6064.721680
	Iteration 13Q: 3 clusters Score -2.800411e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 184526 members 
Entering Unmasked Estep 
Score: -28005296.000000 Penalty: 6064.721680
	Iteration 14Q: 3 clusters Score -2.80053e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 187126 members 
Entering Unmasked Estep 
Score: -28006448.000000 Penalty: 6064.721680
	Iteration 15Q: 3 clusters Score -2.800645e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 189434 members 
Entering Unmasked Estep 
Score: -28007636.000000 Penalty: 6064.721680
	Iteration 16Q: 3 clusters Score -2.800764e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 191498 members 
Entering Unmasked Estep 
Score: -28008778.000000 Penalty: 6064.721680
	Iteration 17Q: 3 clusters Score -2.800878e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 193320 members 
Entering Unmasked Estep 
Score: -28009850.000000 Penalty: 6064.721680
	Iteration 18Q: 3 clusters Score -2.800985e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 194877 members 
Entering Unmasked Estep 
Score: -28010648.000000 Penalty: 6064.721680
	Iteration 19Q: 3 clusters Score -2.801065e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 196267 members 
Entering Unmasked Estep 
Score: -28011360.000000 Penalty: 6064.721680
	Iteration 20F: 3 clusters Score -2.801136e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 197412 members 
Entering Unmasked Estep 
Score: -28011648.000000 Penalty: 6064.721680
	Iteration 21Q: 3 clusters Score -2.801165e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 198332 members 
Entering Unmasked Estep 
Score: -28011956.000000 Penalty: 6064.721680
	Iteration 22Q: 3 clusters Score -2.801196e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 199066 members 
Entering Unmasked Estep 
Score: -28012198.000000 Penalty: 6064.721680
	Iteration 23Q: 3 clusters Score -2.80122e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 199628 members 
Entering Unmasked Estep 
Score: -28012312.000000 Penalty: 6064.721680
	Iteration 24Q: 3 clusters Score -2.801231e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 200086 members 
Entering Unmasked Estep 
Score: -28012482.000000 Penalty: 6064.721680
	Iteration 25Q: 3 clusters Score -2.801248e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 200459 members 
Entering Unmasked Estep 
Score: -28012594.000000 Penalty: 6064.721680
	Iteration 26Q: 3 clusters Score -2.801259e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 200748 members 
Entering Unmasked Estep 
Score: -28012690.000000 Penalty: 6064.721680
	Iteration 27Q: 3 clusters Score -2.801269e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 200980 members 
Entering Unmasked Estep 
Score: -28012722.000000 Penalty: 6064.721680
	Iteration 28Q: 3 clusters Score -2.801272e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 201144 members 
Entering Unmasked Estep 
Score: -28012778.000000 Penalty: 6064.721680
	Iteration 29Q: 3 clusters Score -2.801278e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 201288 members 
Entering Unmasked Estep 
Score: -28012790.000000 Penalty: 6064.721680
	Iteration 30Q: 3 clusters Score -2.801279e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 201408 members 
Entering Unmasked Estep 
Score: -28012848.000000 Penalty: 6064.721680
	Iteration 31Q: 3 clusters Score -2.801285e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 201503 members 
Entering Unmasked Estep 
Score: -28012876.000000 Penalty: 6064.721680
	Iteration 32Q: 3 clusters Score -2.801288e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 201595 members 
Entering Unmasked Estep 
Score: -28012924.000000 Penalty: 6064.721680
	Iteration 33Q: 3 clusters Score -2.801292e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 201680 members 
Entering Unmasked Estep 
Score: -28012964.000000 Penalty: 6064.721680
	Iteration 34Q: 3 clusters Score -2.801296e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 201751 members 
Entering Unmasked Estep 
Score: -28012926.000000 Penalty: 6064.721680
	Iteration 35Q: 3 clusters Score -2.801293e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 201832 members 
Entering Unmasked Estep 
Score: -28012962.000000 Penalty: 6064.721680
	Iteration 36Q: 3 clusters Score -2.801296e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 201888 members 
Entering Unmasked Estep 
Score: -28012960.000000 Penalty: 6064.721680
	Iteration 37Q: 3 clusters Score -2.801296e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 201932 members 
Entering Unmasked Estep 
Score: -28012954.000000 Penalty: 6064.721680
	Iteration 38Q: 3 clusters Score -2.801295e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 201970 members 
Entering Unmasked Estep 
Score: -28012972.000000 Penalty: 6064.721680
	Iteration 39Q: 3 clusters Score -2.801297e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 202010 members 
Entering Unmasked Estep 
Score: -28012996.000000 Penalty: 6064.721680
	Iteration 40F: 3 clusters Score -2.8013e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 202041 members 
Entering Unmasked Estep 
Score: -28013008.000000 Penalty: 6064.721680
	Iteration 41Q: 3 clusters Score -2.801301e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 202068 members 
Entering Unmasked Estep 
Score: -28013024.000000 Penalty: 6064.721680
	Iteration 42Q: 3 clusters Score -2.801302e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 202096 members 
Entering Unmasked Estep 
Score: -28013018.000000 Penalty: 6064.721680
	Iteration 43Q: 3 clusters Score -2.801302e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 202118 members 
Entering Unmasked Estep 
Score: -28013002.000000 Penalty: 6064.721680
	Iteration 44Q: 3 clusters Score -2.8013e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 202159 members 
Entering Unmasked Estep 
Score: -28013028.000000 Penalty: 6064.721680
	Iteration 45Q: 3 clusters Score -2.801303e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 202191 members 
Entering Unmasked Estep 
Score: -28013022.000000 Penalty: 6064.721680
	Iteration 46Q: 3 clusters Score -2.801302e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 202219 members 
Entering Unmasked Estep 
Score: -28013030.000000 Penalty: 6064.721680
	Iteration 47Q: 3 clusters Score -2.801303e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 202241 members 
Entering Unmasked Estep 
Score: -28013016.000000 Penalty: 6064.721680
	Iteration 48Q: 3 clusters Score -2.801302e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 202263 members 
Entering Unmasked Estep 
Score: -28013014.000000 Penalty: 6064.721680
	Iteration 49Q: 3 clusters Score -2.801301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 202276 members 
Entering Unmasked Estep 
Score: -28012990.000000 Penalty: 6064.721680
	Iteration 50Q: 3 clusters Score -2.801299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 202291 members 
Entering Unmasked Estep 
Score: -28012986.000000 Penalty: 6064.721680
	Iteration 51Q: 3 clusters Score -2.801299e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 202305 members 
Entering Unmasked Estep 
Score: -28012984.000000 Penalty: 6064.721680
	Iteration 52Q: 3 clusters Score -2.801298e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 202318 members 
Entering Unmasked Estep 
Score: -28013008.000000 Penalty: 6064.721680
	Iteration 53Q: 3 clusters Score -2.801301e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 202334 members 
Entering Unmasked Estep 
Score: -28013022.000000 Penalty: 6064.721680
	Iteration 54Q: 3 clusters Score -2.801302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 202345 members 
Entering Unmasked Estep 
Score: -28013018.000000 Penalty: 6064.721680
	Iteration 55Q: 3 clusters Score -2.801302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 202355 members 
Entering Unmasked Estep 
Score: -28013032.000000 Penalty: 6064.721680
	Iteration 56Q: 3 clusters Score -2.801303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 202361 members 
Entering Unmasked Estep 
Score: -28013048.000000 Penalty: 6064.721680
	Iteration 57Q: 3 clusters Score -2.801305e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 202365 members 
Entering Unmasked Estep 
Score: -28013050.000000 Penalty: 6064.721680
	Iteration 58Q: 3 clusters Score -2.801305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 202368 members 
Entering Unmasked Estep 
Score: -28013046.000000 Penalty: 6064.721680
	Iteration 59Q: 3 clusters Score -2.801305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 202368 members 
Entering Unmasked Estep 
Score: -28013036.000000 Penalty: 6064.721680
	Iteration 60F: 3 clusters Score -2.801304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 202370 members 
Entering Unmasked Estep 
Score: -28013040.000000 Penalty: 6064.721680
	Iteration 61Q: 3 clusters Score -2.801304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 202372 members 
Entering Unmasked Estep 
Score: -28013028.000000 Penalty: 6064.721680
	Iteration 62Q: 3 clusters Score -2.801303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 202371 members 
Entering Unmasked Estep 
Score: -28013032.000000 Penalty: 6064.721680
	Iteration 63Q: 3 clusters Score -2.801303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 202373 members 
Entering Unmasked Estep 
Score: -28013026.000000 Penalty: 6064.721680
	Iteration 64Q: 3 clusters Score -2.801303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 202377 members 
Entering Unmasked Estep 
Score: -28013026.000000 Penalty: 6064.721680
	Iteration 65Q: 3 clusters Score -2.801303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 202380 members 
Entering Unmasked Estep 
Score: -28013046.000000 Penalty: 6064.721680
	Iteration 66Q: 3 clusters Score -2.801305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 202387 members 
Entering Unmasked Estep 
Score: -28013060.000000 Penalty: 6064.721680
	Iteration 67Q: 3 clusters Score -2.801306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 202393 members 
Entering Unmasked Estep 
Score: -28013036.000000 Penalty: 6064.721680
	Iteration 68Q: 3 clusters Score -2.801304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 202398 members 
Entering Unmasked Estep 
Score: -28013028.000000 Penalty: 6064.721680
	Iteration 69Q: 3 clusters Score -2.801303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 202400 members 
Entering Unmasked Estep 
Score: -28013036.000000 Penalty: 6064.721680
	Iteration 70Q: 3 clusters Score -2.801304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 202403 members 
Entering Unmasked Estep 
Score: -28013046.000000 Penalty: 6064.721680
	Iteration 71Q: 3 clusters Score -2.801305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 202404 members 
Entering Unmasked Estep 
Score: -28013028.000000 Penalty: 6064.721680
	Iteration 72Q: 3 clusters Score -2.801303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 202407 members 
Entering Unmasked Estep 
Score: -28013042.000000 Penalty: 6064.721680
	Iteration 73Q: 3 clusters Score -2.801304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 202409 members 
Entering Unmasked Estep 
Score: -28013040.000000 Penalty: 6064.721680
	Iteration 74Q: 3 clusters Score -2.801304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 202411 members 
Entering Unmasked Estep 
Score: -28013038.000000 Penalty: 6064.721680
	Iteration 75Q: 3 clusters Score -2.801304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 202413 members 
Entering Unmasked Estep 
Score: -28013044.000000 Penalty: 6064.721680
	Iteration 76Q: 3 clusters Score -2.801304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 202414 members 
Entering Unmasked Estep 
Score: -28013058.000000 Penalty: 6064.721680
	Iteration 77Q: 3 clusters Score -2.801306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 202416 members 
Entering Unmasked Estep 
Score: -28013042.000000 Penalty: 6064.721680
	Iteration 78Q: 3 clusters Score -2.801304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 202419 members 
Entering Unmasked Estep 
Score: -28013048.000000 Penalty: 6064.721680
	Iteration 79Q: 3 clusters Score -2.801305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 202420 members 
Entering Unmasked Estep 
Score: -28013050.000000 Penalty: 6064.721680
	Iteration 80F: 3 clusters Score -2.801305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 202423 members 
Entering Unmasked Estep 
Score: -28013054.000000 Penalty: 6064.721680
	Iteration 81Q: 3 clusters Score -2.801305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 202429 members 
Entering Unmasked Estep 
Score: -28013044.000000 Penalty: 6064.721680
	Iteration 82Q: 3 clusters Score -2.801304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 202433 members 
Entering Unmasked Estep 
Score: -28013038.000000 Penalty: 6064.721680
	Iteration 83Q: 3 clusters Score -2.801304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 202434 members 
Entering Unmasked Estep 
Score: -28013038.000000 Penalty: 6064.721680
	Iteration 84Q: 3 clusters Score -2.801304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 202439 members 
Entering Unmasked Estep 
Score: -28013048.000000 Penalty: 6064.721680
	Iteration 85Q: 3 clusters Score -2.801305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 202442 members 
Entering Unmasked Estep 
Score: -28013034.000000 Penalty: 6064.721680
	Iteration 86Q: 3 clusters Score -2.801303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 202444 members 
Entering Unmasked Estep 
Score: -28013032.000000 Penalty: 6064.721680
	Iteration 87Q: 3 clusters Score -2.801303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 202446 members 
Entering Unmasked Estep 
Score: -28013028.000000 Penalty: 6064.721680
	Iteration 88Q: 3 clusters Score -2.801303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 202448 members 
Entering Unmasked Estep 
Score: -28013042.000000 Penalty: 6064.721680
	Iteration 89Q: 3 clusters Score -2.801304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 202451 members 
Entering Unmasked Estep 
Score: -28013046.000000 Penalty: 6064.721680
	Iteration 90Q: 3 clusters Score -2.801305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 202456 members 
Entering Unmasked Estep 
Score: -28013022.000000 Penalty: 6064.721680
	Iteration 91Q: 3 clusters Score -2.801302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 202460 members 
Entering Unmasked Estep 
Score: -28013036.000000 Penalty: 6064.721680
	Iteration 92Q: 3 clusters Score -2.801304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 202463 members 
Entering Unmasked Estep 
Score: -28013038.000000 Penalty: 6064.721680
	Iteration 93Q: 3 clusters Score -2.801304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 202466 members 
Entering Unmasked Estep 
Score: -28013040.000000 Penalty: 6064.721680
	Iteration 94Q: 3 clusters Score -2.801304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 202467 members 
Entering Unmasked Estep 
Score: -28013042.000000 Penalty: 6064.721680
	Iteration 95Q: 3 clusters Score -2.801304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 202470 members 
Entering Unmasked Estep 
Score: -28013040.000000 Penalty: 6064.721680
	Iteration 96Q: 3 clusters Score -2.801304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 202472 members 
Entering Unmasked Estep 
Score: -28013040.000000 Penalty: 6064.721680
	Iteration 97Q: 3 clusters Score -2.801304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 202475 members 
Entering Unmasked Estep 
Score: -28013046.000000 Penalty: 6064.721680
	Iteration 98Q: 3 clusters Score -2.801305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 202476 members 
Entering Unmasked Estep 
Score: -28013042.000000 Penalty: 6064.721680
	Iteration 99Q: 3 clusters Score -2.801304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 202477 members 
Entering Unmasked Estep 
Score: -28013048.000000 Penalty: 6064.721680
	Iteration 100F: 3 clusters Score -2.801305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (69022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69022 members 
Entering Unmasked Estep 
Score: -9530163.000000 Penalty: 2763.260742
	Iteration 0F: 2 clusters Score -9530163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -9483632.000000 Penalty: 5526.521484
	Iteration 0F: 3 clusters Score -9483632 nChanged 32565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -9501742.000000 Penalty: 5526.521484
	Iteration 1F: 3 clusters Score -9501742 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -9502304.000000 Penalty: 5526.521484
	Iteration 2Q: 3 clusters Score -9502304 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -9502851.000000 Penalty: 5526.521484
	Iteration 3Q: 3 clusters Score -9502851 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -9503310.000000 Penalty: 5526.521484
	Iteration 4Q: 3 clusters Score -9503310 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -9503971.000000 Penalty: 5526.521484
	Iteration 5Q: 3 clusters Score -9503971 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -9504682.000000 Penalty: 5526.521484
	Iteration 6Q: 3 clusters Score -9504682 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -9505682.000000 Penalty: 5526.521484
	Iteration 7Q: 3 clusters Score -9505682 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -9507366.000000 Penalty: 5526.521484
	Iteration 8Q: 3 clusters Score -9507366 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -9510178.000000 Penalty: 5526.521484
	Iteration 9F: 3 clusters Score -9510178 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55081 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -9514366.000000 Penalty: 5526.521484
	Iteration 10F: 3 clusters Score -9514366 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60436 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -9519350.000000 Penalty: 5526.521484
	Iteration 11F: 3 clusters Score -9519350 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -9523705.000000 Penalty: 5526.521484
	Iteration 12F: 3 clusters Score -9523705 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67313 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -9526122.000000 Penalty: 5526.521484
	Iteration 13Q: 3 clusters Score -9526122 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68321 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -9527072.000000 Penalty: 5526.521484
	Iteration 14Q: 3 clusters Score -9527072 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68622 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9527407.000000 Penalty: 5526.521484
	Iteration 15Q: 3 clusters Score -9527407 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9527561.000000 Penalty: 5526.521484
	Iteration 16Q: 3 clusters Score -9527561 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68770 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9527648.000000 Penalty: 5526.521484
	Iteration 17Q: 3 clusters Score -9527648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9527698.000000 Penalty: 5526.521484
	Iteration 18Q: 3 clusters Score -9527698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9527708.000000 Penalty: 5526.521484
	Iteration 19Q: 3 clusters Score -9527708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68802 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -9527720.000000 Penalty: 5526.521484
	Iteration 20F: 3 clusters Score -9527720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Entering Unmasked Estep 
Score: -296822.687500 Penalty: 1915.333862
	Iteration 0F: 2 clusters Score -296822.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -294054.593750 Penalty: 3830.667725
	Iteration 0F: 3 clusters Score -294054.6 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -294537.937500 Penalty: 3830.667725
	Iteration 1F: 3 clusters Score -294537.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -294677.156250 Penalty: 3830.667725
	Iteration 2F: 3 clusters Score -294677.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -294750.875000 Penalty: 3830.667725
	Iteration 3Q: 3 clusters Score -294750.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -294792.187500 Penalty: 3830.667725
	Iteration 4Q: 3 clusters Score -294792.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -294841.031250 Penalty: 3830.667725
	Iteration 5Q: 3 clusters Score -294841 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -294905.218750 Penalty: 3830.667725
	Iteration 6Q: 3 clusters Score -294905.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -294967.781250 Penalty: 3830.667725
	Iteration 7Q: 3 clusters Score -294967.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -295041.500000 Penalty: 3830.667725
	Iteration 8Q: 3 clusters Score -295041.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -295098.031250 Penalty: 3830.667725
	Iteration 9Q: 3 clusters Score -295098 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -295140.875000 Penalty: 3830.667725
	Iteration 10Q: 3 clusters Score -295140.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -295177.812500 Penalty: 3830.667725
	Iteration 11Q: 3 clusters Score -295177.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -295205.187500 Penalty: 3830.667725
	Iteration 12Q: 3 clusters Score -295205.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -295225.062500 Penalty: 3830.667725
	Iteration 13Q: 3 clusters Score -295225.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -295242.843750 Penalty: 3830.667725
	Iteration 14Q: 3 clusters Score -295242.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -295262.625000 Penalty: 3830.667725
	Iteration 15Q: 3 clusters Score -295262.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -295282.656250 Penalty: 3830.667725
	Iteration 16Q: 3 clusters Score -295282.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -295303.625000 Penalty: 3830.667725
	Iteration 17Q: 3 clusters Score -295303.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -295318.750000 Penalty: 3830.667725
	Iteration 18Q: 3 clusters Score -295318.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -295332.343750 Penalty: 3830.667725
	Iteration 19Q: 3 clusters Score -295332.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -295348.906250 Penalty: 3830.667725
	Iteration 20F: 3 clusters Score -295348.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -295363.312500 Penalty: 3830.667725
	Iteration 21Q: 3 clusters Score -295363.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -295371.343750 Penalty: 3830.667725
	Iteration 22Q: 3 clusters Score -295371.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -295376.750000 Penalty: 3830.667725
	Iteration 23Q: 3 clusters Score -295376.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -295379.625000 Penalty: 3830.667725
	Iteration 24Q: 3 clusters Score -295379.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -295383.343750 Penalty: 3830.667725
	Iteration 25Q: 3 clusters Score -295383.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -295385.937500 Penalty: 3830.667725
	Iteration 26Q: 3 clusters Score -295385.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -295386.281250 Penalty: 3830.667725
	Iteration 27Q: 3 clusters Score -295386.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -295387.062500 Penalty: 3830.667725
	Iteration 28Q: 3 clusters Score -295387.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -295387.062500 Penalty: 3830.667725
	Iteration 29F: 3 clusters Score -295387.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Entering Unmasked Estep 
Score: -4913155.500000 Penalty: 2596.790771
	Iteration 0F: 2 clusters Score -4913156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -4889258.500000 Penalty: 5193.581543
	Iteration 0F: 3 clusters Score -4889258 nChanged 15998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -4897822.000000 Penalty: 5193.581543
	Iteration 1F: 3 clusters Score -4897822 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -4898323.000000 Penalty: 5193.581543
	Iteration 2Q: 3 clusters Score -4898323 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -4898787.000000 Penalty: 5193.581543
	Iteration 3Q: 3 clusters Score -4898787 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -4899377.500000 Penalty: 5193.581543
	Iteration 4Q: 3 clusters Score -4899378 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -4900273.000000 Penalty: 5193.581543
	Iteration 5F: 3 clusters Score -4900273 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -4901558.000000 Penalty: 5193.581543
	Iteration 6F: 3 clusters Score -4901558 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -4903412.500000 Penalty: 5193.581543
	Iteration 7F: 3 clusters Score -4903412 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -4905731.000000 Penalty: 5193.581543
	Iteration 8F: 3 clusters Score -4905731 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -4908121.500000 Penalty: 5193.581543
	Iteration 9F: 3 clusters Score -4908122 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4909707.000000 Penalty: 5193.581543
	Iteration 10Q: 3 clusters Score -4909707 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4910404.000000 Penalty: 5193.581543
	Iteration 11Q: 3 clusters Score -4910404 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4910697.000000 Penalty: 5193.581543
	Iteration 12Q: 3 clusters Score -4910697 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4910820.500000 Penalty: 5193.581543
	Iteration 13Q: 3 clusters Score -4910820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4910876.500000 Penalty: 5193.581543
	Iteration 14Q: 3 clusters Score -4910876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4910907.000000 Penalty: 5193.581543
	Iteration 15Q: 3 clusters Score -4910907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4910933.500000 Penalty: 5193.581543
	Iteration 16Q: 3 clusters Score -4910934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4910949.500000 Penalty: 5193.581543
	Iteration 17Q: 3 clusters Score -4910950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4910950.500000 Penalty: 5193.581543
	Iteration 18Q: 3 clusters Score -4910950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4910963.000000 Penalty: 5193.581543
	Iteration 19Q: 3 clusters Score -4910963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4910966.000000 Penalty: 5193.581543
	Iteration 20F: 3 clusters Score -4910966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4910969.500000 Penalty: 5193.581543
	Iteration 21Q: 3 clusters Score -4910970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4910972.500000 Penalty: 5193.581543
	Iteration 22Q: 3 clusters Score -4910972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4910976.500000 Penalty: 5193.581543
	Iteration 23Q: 3 clusters Score -4910976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4910977.000000 Penalty: 5193.581543
	Iteration 24Q: 3 clusters Score -4910977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4910977.000000 Penalty: 5193.581543
	Iteration 25F: 3 clusters Score -4910977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -128331.953125 Penalty: 1711.880249
	Iteration 0F: 2 clusters Score -128332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -126395.257812 Penalty: 3423.760498
	Iteration 0F: 3 clusters Score -126395.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -126805.742188 Penalty: 3423.760498
	Iteration 1F: 3 clusters Score -126805.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -126977.507812 Penalty: 3423.760498
	Iteration 2F: 3 clusters Score -126977.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -127102.539062 Penalty: 3423.760498
	Iteration 3F: 3 clusters Score -127102.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -127207.546875 Penalty: 3423.760498
	Iteration 4Q: 3 clusters Score -127207.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -127360.523438 Penalty: 3423.760498
	Iteration 5Q: 3 clusters Score -127360.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -127585.507812 Penalty: 3423.760498
	Iteration 6F: 3 clusters Score -127585.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -127782.906250 Penalty: 3423.760498
	Iteration 7F: 3 clusters Score -127782.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -127987.265625 Penalty: 3423.760498
	Iteration 8Q: 3 clusters Score -127987.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -128079.898438 Penalty: 3423.760498
	Iteration 9Q: 3 clusters Score -128079.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -128090.687500 Penalty: 3423.760498
	Iteration 10Q: 3 clusters Score -128090.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -128095.796875 Penalty: 3423.760498
	Iteration 11Q: 3 clusters Score -128095.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -128102.234375 Penalty: 3423.760498
	Iteration 12Q: 3 clusters Score -128102.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -128102.234375 Penalty: 3423.760498
	Iteration 13F: 3 clusters Score -128102.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Entering Unmasked Estep 
Score: -201370.343750 Penalty: 1828.285278
	Iteration 0F: 2 clusters Score -201370.3 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 832 members 
Entering Unmasked Estep 
Score: -199197.781250 Penalty: 3656.570557
	Iteration 0F: 3 clusters Score -199197.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -199963.640625 Penalty: 3656.570557
	Iteration 1F: 3 clusters Score -199963.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -200222.265625 Penalty: 3656.570557
	Iteration 2F: 3 clusters Score -200222.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -200373.359375 Penalty: 3656.570557
	Iteration 3F: 3 clusters Score -200373.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -200463.578125 Penalty: 3656.570557
	Iteration 4Q: 3 clusters Score -200463.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -200545.578125 Penalty: 3656.570557
	Iteration 5Q: 3 clusters Score -200545.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -200613.578125 Penalty: 3656.570557
	Iteration 6Q: 3 clusters Score -200613.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -200665.093750 Penalty: 3656.570557
	Iteration 7Q: 3 clusters Score -200665.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -200690.765625 Penalty: 3656.570557
	Iteration 8Q: 3 clusters Score -200690.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -200708.218750 Penalty: 3656.570557
	Iteration 9Q: 3 clusters Score -200708.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -200732.359375 Penalty: 3656.570557
	Iteration 10Q: 3 clusters Score -200732.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -200749.171875 Penalty: 3656.570557
	Iteration 11Q: 3 clusters Score -200749.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -200764.062500 Penalty: 3656.570557
	Iteration 12Q: 3 clusters Score -200764.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -200776.156250 Penalty: 3656.570557
	Iteration 13Q: 3 clusters Score -200776.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -200796.890625 Penalty: 3656.570557
	Iteration 14Q: 3 clusters Score -200796.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -200831.031250 Penalty: 3656.570557
	Iteration 15Q: 3 clusters Score -200831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -200889.781250 Penalty: 3656.570557
	Iteration 16Q: 3 clusters Score -200889.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -201001.093750 Penalty: 3656.570557
	Iteration 17Q: 3 clusters Score -201001.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -201079.328125 Penalty: 3656.570557
	Iteration 18Q: 3 clusters Score -201079.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -201151.859375 Penalty: 3656.570557
	Iteration 19Q: 3 clusters Score -201151.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -201210.515625 Penalty: 3656.570557
	Iteration 20F: 3 clusters Score -201210.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -201268.937500 Penalty: 3656.570557
	Iteration 21Q: 3 clusters Score -201268.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -201333.953125 Penalty: 3656.570557
	Iteration 22Q: 3 clusters Score -201334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -201361.796875 Penalty: 3656.570557
	Iteration 23Q: 3 clusters Score -201361.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -201382.265625 Penalty: 3656.570557
	Iteration 24Q: 3 clusters Score -201382.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -201403.156250 Penalty: 3656.570557
	Iteration 25Q: 3 clusters Score -201403.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -201415.093750 Penalty: 3656.570557
	Iteration 26Q: 3 clusters Score -201415.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -201421.250000 Penalty: 3656.570557
	Iteration 27Q: 3 clusters Score -201421.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -201423.484375 Penalty: 3656.570557
	Iteration 28Q: 3 clusters Score -201423.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -201425.812500 Penalty: 3656.570557
	Iteration 29Q: 3 clusters Score -201425.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -201428.500000 Penalty: 3656.570557
	Iteration 30Q: 3 clusters Score -201428.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -201429.671875 Penalty: 3656.570557
	Iteration 31Q: 3 clusters Score -201429.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -201429.671875 Penalty: 3656.570557
	Iteration 32F: 3 clusters Score -201429.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 177891 members 
Mstep: Class 3 contains 20447 members 
Mstep: Class 4 contains 57774 members 
Mstep: Class 5 contains 6724 members 
Mstep: Class 6 contains 12842 members 
Mstep: Class 7 contains 204283 members 
Mstep: Class 8 contains 69022 members 
Mstep: Class 9 contains 2260 members 
Mstep: Class 10 contains 35275 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 467 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 14 contains 1124 members 
Mstep: Class 16 contains 173858 members 
Mstep: Class 17 contains 30255 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 12594 members 
Entering Unmasked Estep 
Score: -116073656.000000 Penalty: 60989.933594
Splitting cluster 12 changes total score from -116074960.000000 to -116073656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -70844.023438 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -70844.02 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 301 members 
Entering Unmasked Estep 
Score: -69283.359375 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -69283.36 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69490.648438 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -69490.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -69562.625000 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -69562.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69616.335938 Penalty: 3156.062012
	Iteration 3Q: 3 clusters Score -69616.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -69635.625000 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -69635.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69642.945312 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -69642.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69645.226562 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -69645.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69645.226562 Penalty: 3156.062012
	Iteration 7F: 3 clusters Score -69645.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (173858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173858 members 
Entering Unmasked Estep 
Score: -23908106.000000 Penalty: 2992.366699
	Iteration 0F: 2 clusters Score -2.390811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87209 members 
Mstep: Class 2 contains 86649 members 
Entering Unmasked Estep 
Score: -23796312.000000 Penalty: 5984.733398
	Iteration 0F: 3 clusters Score -2.379631e+07 nChanged 83226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90913 members 
Mstep: Class 2 contains 82945 members 
Entering Unmasked Estep 
Score: -23844920.000000 Penalty: 5984.733398
	Iteration 1F: 3 clusters Score -2.384492e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93343 members 
Mstep: Class 2 contains 80515 members 
Entering Unmasked Estep 
Score: -23846142.000000 Penalty: 5984.733398
	Iteration 2Q: 3 clusters Score -2.384614e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97203 members 
Mstep: Class 2 contains 76655 members 
Entering Unmasked Estep 
Score: -23847998.000000 Penalty: 5984.733398
	Iteration 3Q: 3 clusters Score -2.3848e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103105 members 
Mstep: Class 2 contains 70753 members 
Entering Unmasked Estep 
Score: -23851064.000000 Penalty: 5984.733398
	Iteration 4Q: 3 clusters Score -2.385106e+07 nChanged 9338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111805 members 
Mstep: Class 2 contains 62053 members 
Entering Unmasked Estep 
Score: -23856016.000000 Penalty: 5984.733398
	Iteration 5F: 3 clusters Score -2.385602e+07 nChanged 11982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123513 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -23864394.000000 Penalty: 5984.733398
	Iteration 6F: 3 clusters Score -2.386439e+07 nChanged 14092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137501 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -23876092.000000 Penalty: 5984.733398
	Iteration 7F: 3 clusters Score -2.387609e+07 nChanged 13722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151191 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -23888038.000000 Penalty: 5984.733398
	Iteration 8F: 3 clusters Score -2.388804e+07 nChanged 10801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161986 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -23897112.000000 Penalty: 5984.733398
	Iteration 9F: 3 clusters Score -2.389711e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168454 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -23901566.000000 Penalty: 5984.733398
	Iteration 10Q: 3 clusters Score -2.390157e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171538 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -23903832.000000 Penalty: 5984.733398
	Iteration 11Q: 3 clusters Score -2.390383e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172773 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -23904780.000000 Penalty: 5984.733398
	Iteration 12Q: 3 clusters Score -2.390478e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173228 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -23905182.000000 Penalty: 5984.733398
	Iteration 13Q: 3 clusters Score -2.390518e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173376 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -23905302.000000 Penalty: 5984.733398
	Iteration 14Q: 3 clusters Score -2.39053e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173441 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -23905404.000000 Penalty: 5984.733398
	Iteration 15Q: 3 clusters Score -2.39054e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173473 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -23905448.000000 Penalty: 5984.733398
	Iteration 16Q: 3 clusters Score -2.390545e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173483 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -23905464.000000 Penalty: 5984.733398
	Iteration 17Q: 3 clusters Score -2.390546e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173497 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -23905462.000000 Penalty: 5984.733398
	Iteration 18Q: 3 clusters Score -2.390546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173506 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -23905480.000000 Penalty: 5984.733398
	Iteration 19Q: 3 clusters Score -2.390548e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173513 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -23905494.000000 Penalty: 5984.733398
	Iteration 20F: 3 clusters Score -2.390549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173519 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -23905516.000000 Penalty: 5984.733398
	Iteration 21Q: 3 clusters Score -2.390552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173522 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -23905512.000000 Penalty: 5984.733398
	Iteration 22Q: 3 clusters Score -2.390551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173520 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -23905498.000000 Penalty: 5984.733398
	Iteration 23Q: 3 clusters Score -2.39055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173520 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -23905498.000000 Penalty: 5984.733398
	Iteration 24F: 3 clusters Score -2.39055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Entering Unmasked Estep 
Score: -4223232.000000 Penalty: 2558.719482
	Iteration 0F: 2 clusters Score -4223232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -4202594.500000 Penalty: 5117.438965
	Iteration 0F: 3 clusters Score -4202594 nChanged 13540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -4210124.500000 Penalty: 5117.438965
	Iteration 1F: 3 clusters Score -4210124 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -4210619.500000 Penalty: 5117.438965
	Iteration 2Q: 3 clusters Score -4210620 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -4211053.000000 Penalty: 5117.438965
	Iteration 3Q: 3 clusters Score -4211053 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -4211550.000000 Penalty: 5117.438965
	Iteration 4Q: 3 clusters Score -4211550 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -4212071.500000 Penalty: 5117.438965
	Iteration 5Q: 3 clusters Score -4212072 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -4212795.500000 Penalty: 5117.438965
	Iteration 6Q: 3 clusters Score -4212796 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -4213693.000000 Penalty: 5117.438965
	Iteration 7Q: 3 clusters Score -4213693 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -4214866.500000 Penalty: 5117.438965
	Iteration 8F: 3 clusters Score -4214866 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -4216126.500000 Penalty: 5117.438965
	Iteration 9F: 3 clusters Score -4216126 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -4217028.500000 Penalty: 5117.438965
	Iteration 10F: 3 clusters Score -4217028 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -4217463.000000 Penalty: 5117.438965
	Iteration 11Q: 3 clusters Score -4217463 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -4217673.500000 Penalty: 5117.438965
	Iteration 12Q: 3 clusters Score -4217674 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -4217825.500000 Penalty: 5117.438965
	Iteration 13Q: 3 clusters Score -4217826 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -4217935.500000 Penalty: 5117.438965
	Iteration 14Q: 3 clusters Score -4217936 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -4218022.500000 Penalty: 5117.438965
	Iteration 15Q: 3 clusters Score -4218022 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -4218097.000000 Penalty: 5117.438965
	Iteration 16Q: 3 clusters Score -4218097 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -4218178.500000 Penalty: 5117.438965
	Iteration 17Q: 3 clusters Score -4218178 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -4218241.500000 Penalty: 5117.438965
	Iteration 18Q: 3 clusters Score -4218242 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -4218324.500000 Penalty: 5117.438965
	Iteration 19Q: 3 clusters Score -4218324 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -4218372.000000 Penalty: 5117.438965
	Iteration 20F: 3 clusters Score -4218372 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -4218434.000000 Penalty: 5117.438965
	Iteration 21Q: 3 clusters Score -4218434 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -4218491.000000 Penalty: 5117.438965
	Iteration 22Q: 3 clusters Score -4218491 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -4218531.000000 Penalty: 5117.438965
	Iteration 23Q: 3 clusters Score -4218531 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -4218576.500000 Penalty: 5117.438965
	Iteration 24Q: 3 clusters Score -4218576 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -4218605.500000 Penalty: 5117.438965
	Iteration 25Q: 3 clusters Score -4218606 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -4218627.500000 Penalty: 5117.438965
	Iteration 26Q: 3 clusters Score -4218628 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -4218642.500000 Penalty: 5117.438965
	Iteration 27Q: 3 clusters Score -4218642 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -4218662.500000 Penalty: 5117.438965
	Iteration 28Q: 3 clusters Score -4218662 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -4218687.500000 Penalty: 5117.438965
	Iteration 29Q: 3 clusters Score -4218688 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -4218704.500000 Penalty: 5117.438965
	Iteration 30Q: 3 clusters Score -4218704 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -4218722.500000 Penalty: 5117.438965
	Iteration 31Q: 3 clusters Score -4218722 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -4218733.000000 Penalty: 5117.438965
	Iteration 32Q: 3 clusters Score -4218733 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -4218739.000000 Penalty: 5117.438965
	Iteration 33Q: 3 clusters Score -4218739 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -4218747.500000 Penalty: 5117.438965
	Iteration 34Q: 3 clusters Score -4218748 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -4218769.500000 Penalty: 5117.438965
	Iteration 35Q: 3 clusters Score -4218770 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -4218788.500000 Penalty: 5117.438965
	Iteration 36Q: 3 clusters Score -4218788 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -4218810.500000 Penalty: 5117.438965
	Iteration 37Q: 3 clusters Score -4218810 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4218830 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4218837 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4218857 nChanged 61
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Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4218865 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4218864 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4218876 nChanged 71
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Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4218878 nChanged 77
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Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4218882 nChanged 71
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Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4218898 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4218905 nChanged 82
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Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4218914 nChanged 86
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Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4218927 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4218948 nChanged 95
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Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4218974 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4218970 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4218996 nChanged 110
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Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -4219014.000000 Penalty: 5117.438965
	Iteration 56Q: 3 clusters Score -4219014 nChanged 124
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Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -4219016.500000 Penalty: 5117.438965
	Iteration 57Q: 3 clusters Score -4219016 nChanged 130
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Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4219032 nChanged 150
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Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4219059 nChanged 163
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Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -4219092.500000 Penalty: 5117.438965
	Iteration 60F: 3 clusters Score -4219092 nChanged 159
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Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4219108 nChanged 138
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Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -4219146.000000 Penalty: 5117.438965
	Iteration 62Q: 3 clusters Score -4219146 nChanged 129
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Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4219166 nChanged 137
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Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4219178 nChanged 130
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Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4219207 nChanged 124
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Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -4219221.000000 Penalty: 5117.438965
	Iteration 66Q: 3 clusters Score -4219221 nChanged 125
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Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4219236 nChanged 129
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Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4219258 nChanged 129
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Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4219289 nChanged 128
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Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4219309 nChanged 130
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Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4219324 nChanged 127
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Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4219346 nChanged 117
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Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4219352 nChanged 127
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Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4219378 nChanged 119
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Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4219401 nChanged 106
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Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4219428 nChanged 102
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Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 7675 members 
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	Iteration 77Q: 3 clusters Score -4219444 nChanged 111
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Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4219466 nChanged 100
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Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4219493 nChanged 101
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Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4219497 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4219518 nChanged 131
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Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4219531 nChanged 149
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4219558 nChanged 150
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4219590 nChanged 157
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Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4219635 nChanged 140
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Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4219662 nChanged 141
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Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4219682 nChanged 137
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Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4219738 nChanged 144
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Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4219762 nChanged 154
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Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 5955 members 
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	Iteration 90Q: 3 clusters Score -4219787 nChanged 156
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Mstep: Class 1 contains 24454 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4219814 nChanged 133
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Mstep: Class 1 contains 24587 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4219833 nChanged 143
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Mstep: Class 1 contains 24730 members 
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	Iteration 93Q: 3 clusters Score -4219865 nChanged 140
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Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4219887 nChanged 161
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Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4219944 nChanged 163
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Mstep: Class 1 contains 25190 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4219981 nChanged 155
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Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4220026 nChanged 158
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Mstep: Class 1 contains 25503 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4220082 nChanged 144
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Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4220105 nChanged 129
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Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4220138 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4220150 nChanged 119
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Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4220186 nChanged 108
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Mstep: Class 1 contains 26122 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4220214 nChanged 103
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Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4220226 nChanged 117
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Mstep: Class 1 contains 26340 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4220266 nChanged 117
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Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -4220292.000000 Penalty: 5117.438965
	Iteration 106Q: 3 clusters Score -4220292 nChanged 120
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Mstep: Class 1 contains 26571 members 
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Entering Unmasked Estep 
Score: -4220323.000000 Penalty: 5117.438965
	Iteration 107Q: 3 clusters Score -4220323 nChanged 123
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Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4220360 nChanged 123
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Mstep: Class 1 contains 26815 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4220397 nChanged 122
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Mstep: Class 1 contains 26935 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4220422 nChanged 118
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Mstep: Class 1 contains 27051 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4220438 nChanged 108
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4220471 nChanged 105
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Mstep: Class 1 contains 27256 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4220490 nChanged 101
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	Iteration 114Q: 3 clusters Score -4220519 nChanged 90
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4220550 nChanged 85
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	Iteration 116Q: 3 clusters Score -4220574 nChanged 77
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	Iteration 117Q: 3 clusters Score -4220600 nChanged 78
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Mstep: Class 1 contains 27683 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4220620 nChanged 85
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Mstep: Class 1 contains 27768 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4220642 nChanged 71
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Mstep: Class 1 contains 27839 members 
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Entering Unmasked Estep 
Score: -4220673.000000 Penalty: 5117.438965
	Iteration 120F: 3 clusters Score -4220673 nChanged 76
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Mstep: Class 1 contains 27915 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4220694 nChanged 84
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Mstep: Class 1 contains 27999 members 
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Entering Unmasked Estep 
Score: -4220718.000000 Penalty: 5117.438965
	Iteration 122Q: 3 clusters Score -4220718 nChanged 70
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Mstep: Class 1 contains 28069 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4220730 nChanged 57
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Mstep: Class 1 contains 28126 members 
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Entering Unmasked Estep 
Score: -4220741.500000 Penalty: 5117.438965
	Iteration 124Q: 3 clusters Score -4220742 nChanged 57
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Mstep: Class 1 contains 28183 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4220762 nChanged 68
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Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4220777.000000 Penalty: 5117.438965
	Iteration 126Q: 3 clusters Score -4220777 nChanged 59
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Mstep: Class 1 contains 28310 members 
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	Iteration 127Q: 3 clusters Score -4220790 nChanged 56
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Mstep: Class 1 contains 28366 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4220816 nChanged 57
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Mstep: Class 1 contains 28423 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4220832 nChanged 47
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Mstep: Class 1 contains 28470 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4220844 nChanged 35
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Score: -4220846.000000 Penalty: 5117.438965
	Iteration 131Q: 3 clusters Score -4220846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4220860.000000 Penalty: 5117.438965
	Iteration 132Q: 3 clusters Score -4220860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4220872.500000 Penalty: 5117.438965
	Iteration 133Q: 3 clusters Score -4220872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4220878.500000 Penalty: 5117.438965
	Iteration 134Q: 3 clusters Score -4220878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4220887.500000 Penalty: 5117.438965
	Iteration 135Q: 3 clusters Score -4220888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4220890.000000 Penalty: 5117.438965
	Iteration 136Q: 3 clusters Score -4220890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4220902.000000 Penalty: 5117.438965
	Iteration 137Q: 3 clusters Score -4220902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4220900.000000 Penalty: 5117.438965
	Iteration 138Q: 3 clusters Score -4220900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4220905.500000 Penalty: 5117.438965
	Iteration 139Q: 3 clusters Score -4220906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4220909.000000 Penalty: 5117.438965
	Iteration 140F: 3 clusters Score -4220909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4220914.000000 Penalty: 5117.438965
	Iteration 141Q: 3 clusters Score -4220914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4220914.000000 Penalty: 5117.438965
	Iteration 142Q: 3 clusters Score -4220914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4220922.500000 Penalty: 5117.438965
	Iteration 143Q: 3 clusters Score -4220922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4220918.500000 Penalty: 5117.438965
	Iteration 144Q: 3 clusters Score -4220918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4220917.000000 Penalty: 5117.438965
	Iteration 145Q: 3 clusters Score -4220917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4220929.000000 Penalty: 5117.438965
	Iteration 146Q: 3 clusters Score -4220929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4220921.000000 Penalty: 5117.438965
	Iteration 147Q: 3 clusters Score -4220921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4220928.500000 Penalty: 5117.438965
	Iteration 148Q: 3 clusters Score -4220928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4220934.000000 Penalty: 5117.438965
	Iteration 149Q: 3 clusters Score -4220934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4220933.000000 Penalty: 5117.438965
	Iteration 150Q: 3 clusters Score -4220933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4220939.000000 Penalty: 5117.438965
	Iteration 151Q: 3 clusters Score -4220939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4220944.500000 Penalty: 5117.438965
	Iteration 152Q: 3 clusters Score -4220944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4220944.500000 Penalty: 5117.438965
	Iteration 153Q: 3 clusters Score -4220944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4220944.000000 Penalty: 5117.438965
	Iteration 154Q: 3 clusters Score -4220944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4220944.500000 Penalty: 5117.438965
	Iteration 155Q: 3 clusters Score -4220944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4220948.500000 Penalty: 5117.438965
	Iteration 156Q: 3 clusters Score -4220948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4220956.000000 Penalty: 5117.438965
	Iteration 157Q: 3 clusters Score -4220956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4220955.500000 Penalty: 5117.438965
	Iteration 158Q: 3 clusters Score -4220956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4220953.500000 Penalty: 5117.438965
	Iteration 159Q: 3 clusters Score -4220954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4220957.000000 Penalty: 5117.438965
	Iteration 160F: 3 clusters Score -4220957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4220963.500000 Penalty: 5117.438965
	Iteration 161Q: 3 clusters Score -4220964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4220967.000000 Penalty: 5117.438965
	Iteration 162Q: 3 clusters Score -4220967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4220973.000000 Penalty: 5117.438965
	Iteration 163Q: 3 clusters Score -4220973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4220973.500000 Penalty: 5117.438965
	Iteration 164Q: 3 clusters Score -4220974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4220983.000000 Penalty: 5117.438965
	Iteration 165Q: 3 clusters Score -4220983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4220985.500000 Penalty: 5117.438965
	Iteration 166Q: 3 clusters Score -4220986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4220985.000000 Penalty: 5117.438965
	Iteration 167Q: 3 clusters Score -4220985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4220993.000000 Penalty: 5117.438965
	Iteration 168Q: 3 clusters Score -4220993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4220997.500000 Penalty: 5117.438965
	Iteration 169Q: 3 clusters Score -4220998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4220996.000000 Penalty: 5117.438965
	Iteration 170Q: 3 clusters Score -4220996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4221007.000000 Penalty: 5117.438965
	Iteration 171Q: 3 clusters Score -4221007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4221006.500000 Penalty: 5117.438965
	Iteration 172Q: 3 clusters Score -4221006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4221011.500000 Penalty: 5117.438965
	Iteration 173Q: 3 clusters Score -4221012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4221007.500000 Penalty: 5117.438965
	Iteration 174Q: 3 clusters Score -4221008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4221003.000000 Penalty: 5117.438965
	Iteration 175Q: 3 clusters Score -4221003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4221005.500000 Penalty: 5117.438965
	Iteration 176Q: 3 clusters Score -4221006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4221007.000000 Penalty: 5117.438965
	Iteration 177Q: 3 clusters Score -4221007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4221007.500000 Penalty: 5117.438965
	Iteration 178Q: 3 clusters Score -4221008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4221010.500000 Penalty: 5117.438965
	Iteration 179Q: 3 clusters Score -4221010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4221012.500000 Penalty: 5117.438965
	Iteration 180F: 3 clusters Score -4221012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4221011.000000 Penalty: 5117.438965
	Iteration 181Q: 3 clusters Score -4221011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4221013.500000 Penalty: 5117.438965
	Iteration 182Q: 3 clusters Score -4221014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4221009.500000 Penalty: 5117.438965
	Iteration 183Q: 3 clusters Score -4221010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4221008.500000 Penalty: 5117.438965
	Iteration 184Q: 3 clusters Score -4221008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4221010.000000 Penalty: 5117.438965
	Iteration 185Q: 3 clusters Score -4221010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4221010.000000 Penalty: 5117.438965
	Iteration 186F: 3 clusters Score -4221010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -63086.363281 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -63086.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -61583.964844 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -61583.96 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -61939.117188 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -61939.12 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -62160.378906 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -62160.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62299.882812 Penalty: 3122.451904
	Iteration 3F: 3 clusters Score -62299.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -62399.429688 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -62399.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -62477.828125 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -62477.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -62496.945312 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -62496.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -62503.640625 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -62503.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -62505.738281 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -62505.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -62509.347656 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -62509.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -62512.375000 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -62512.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -62512.375000 Penalty: 3122.451904
	Iteration 11F: 3 clusters Score -62512.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Entering Unmasked Estep 
Score: -1759894.750000 Penalty: 2341.362061
	Iteration 0F: 2 clusters Score -1759895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1750647.000000 Penalty: 4682.724121
	Iteration 0F: 3 clusters Score -1750647 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1753427.875000 Penalty: 4682.724121
	Iteration 1F: 3 clusters Score -1753428 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1753733.000000 Penalty: 4682.724121
	Iteration 2F: 3 clusters Score -1753733 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1753938.000000 Penalty: 4682.724121
	Iteration 3Q: 3 clusters Score -1753938 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1754083.000000 Penalty: 4682.724121
	Iteration 4Q: 3 clusters Score -1754083 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1754179.125000 Penalty: 4682.724121
	Iteration 5Q: 3 clusters Score -1754179 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1754284.750000 Penalty: 4682.724121
	Iteration 6Q: 3 clusters Score -1754285 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1754383.375000 Penalty: 4682.724121
	Iteration 7Q: 3 clusters Score -1754383 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1754473.750000 Penalty: 4682.724121
	Iteration 8Q: 3 clusters Score -1754474 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1754578.125000 Penalty: 4682.724121
	Iteration 9Q: 3 clusters Score -1754578 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1754681.125000 Penalty: 4682.724121
	Iteration 10Q: 3 clusters Score -1754681 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1754775.875000 Penalty: 4682.724121
	Iteration 11Q: 3 clusters Score -1754776 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1754867.250000 Penalty: 4682.724121
	Iteration 12Q: 3 clusters Score -1754867 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1754973.000000 Penalty: 4682.724121
	Iteration 13Q: 3 clusters Score -1754973 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1755066.500000 Penalty: 4682.724121
	Iteration 14Q: 3 clusters Score -1755066 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1755168.500000 Penalty: 4682.724121
	Iteration 15Q: 3 clusters Score -1755168 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1755277.000000 Penalty: 4682.724121
	Iteration 16Q: 3 clusters Score -1755277 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1755399.125000 Penalty: 4682.724121
	Iteration 17Q: 3 clusters Score -1755399 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1755557.250000 Penalty: 4682.724121
	Iteration 18Q: 3 clusters Score -1755557 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1755763.125000 Penalty: 4682.724121
	Iteration 19Q: 3 clusters Score -1755763 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1756000.250000 Penalty: 4682.724121
	Iteration 20F: 3 clusters Score -1756000 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1756247.875000 Penalty: 4682.724121
	Iteration 21Q: 3 clusters Score -1756248 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1756462.375000 Penalty: 4682.724121
	Iteration 22Q: 3 clusters Score -1756462 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1756629.875000 Penalty: 4682.724121
	Iteration 23Q: 3 clusters Score -1756630 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1756771.000000 Penalty: 4682.724121
	Iteration 24Q: 3 clusters Score -1756771 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1756867.500000 Penalty: 4682.724121
	Iteration 25Q: 3 clusters Score -1756868 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1756946.750000 Penalty: 4682.724121
	Iteration 26Q: 3 clusters Score -1756947 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1757009.125000 Penalty: 4682.724121
	Iteration 27Q: 3 clusters Score -1757009 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1757061.500000 Penalty: 4682.724121
	Iteration 28Q: 3 clusters Score -1757062 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1757120.125000 Penalty: 4682.724121
	Iteration 29Q: 3 clusters Score -1757120 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1757183.125000 Penalty: 4682.724121
	Iteration 30Q: 3 clusters Score -1757183 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1757227.625000 Penalty: 4682.724121
	Iteration 31Q: 3 clusters Score -1757228 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1757264.500000 Penalty: 4682.724121
	Iteration 32Q: 3 clusters Score -1757264 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1757303.625000 Penalty: 4682.724121
	Iteration 33Q: 3 clusters Score -1757304 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1757343.125000 Penalty: 4682.724121
	Iteration 34Q: 3 clusters Score -1757343 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1757365.375000 Penalty: 4682.724121
	Iteration 35Q: 3 clusters Score -1757365 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1757384.125000 Penalty: 4682.724121
	Iteration 36Q: 3 clusters Score -1757384 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1757416.000000 Penalty: 4682.724121
	Iteration 37Q: 3 clusters Score -1757416 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1757437.125000 Penalty: 4682.724121
	Iteration 38Q: 3 clusters Score -1757437 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1757454.375000 Penalty: 4682.724121
	Iteration 39Q: 3 clusters Score -1757454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1757472.500000 Penalty: 4682.724121
	Iteration 40F: 3 clusters Score -1757472 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1757496.625000 Penalty: 4682.724121
	Iteration 41Q: 3 clusters Score -1757497 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1757513.750000 Penalty: 4682.724121
	Iteration 42Q: 3 clusters Score -1757514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1757524.875000 Penalty: 4682.724121
	Iteration 43Q: 3 clusters Score -1757525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1757539.375000 Penalty: 4682.724121
	Iteration 44Q: 3 clusters Score -1757539 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1757549.250000 Penalty: 4682.724121
	Iteration 45Q: 3 clusters Score -1757549 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1757566.000000 Penalty: 4682.724121
	Iteration 46Q: 3 clusters Score -1757566 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1757585.500000 Penalty: 4682.724121
	Iteration 47Q: 3 clusters Score -1757586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1757607.750000 Penalty: 4682.724121
	Iteration 48Q: 3 clusters Score -1757608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1757633.500000 Penalty: 4682.724121
	Iteration 49Q: 3 clusters Score -1757634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1757655.000000 Penalty: 4682.724121
	Iteration 50Q: 3 clusters Score -1757655 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1757673.000000 Penalty: 4682.724121
	Iteration 51Q: 3 clusters Score -1757673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1757692.125000 Penalty: 4682.724121
	Iteration 52Q: 3 clusters Score -1757692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1757705.500000 Penalty: 4682.724121
	Iteration 53Q: 3 clusters Score -1757706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1757710.125000 Penalty: 4682.724121
	Iteration 54Q: 3 clusters Score -1757710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1757716.750000 Penalty: 4682.724121
	Iteration 55Q: 3 clusters Score -1757717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1757728.750000 Penalty: 4682.724121
	Iteration 56Q: 3 clusters Score -1757729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1757731.500000 Penalty: 4682.724121
	Iteration 57Q: 3 clusters Score -1757732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1757736.750000 Penalty: 4682.724121
	Iteration 58Q: 3 clusters Score -1757737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1757746.000000 Penalty: 4682.724121
	Iteration 59Q: 3 clusters Score -1757746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1757748.750000 Penalty: 4682.724121
	Iteration 60F: 3 clusters Score -1757749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1757750.500000 Penalty: 4682.724121
	Iteration 61Q: 3 clusters Score -1757750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1757749.250000 Penalty: 4682.724121
	Iteration 62Q: 3 clusters Score -1757749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1757750.250000 Penalty: 4682.724121
	Iteration 63Q: 3 clusters Score -1757750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1757750.875000 Penalty: 4682.724121
	Iteration 64Q: 3 clusters Score -1757751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1757750.625000 Penalty: 4682.724121
	Iteration 65Q: 3 clusters Score -1757751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1757750.625000 Penalty: 4682.724121
	Iteration 66Q: 3 clusters Score -1757751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1757750.625000 Penalty: 4682.724121
	Iteration 67F: 3 clusters Score -1757751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 177891 members 
Mstep: Class 3 contains 20447 members 
Mstep: Class 4 contains 57774 members 
Mstep: Class 5 contains 6724 members 
Mstep: Class 6 contains 12842 members 
Mstep: Class 7 contains 204283 members 
Mstep: Class 8 contains 69022 members 
Mstep: Class 9 contains 2260 members 
Mstep: Class 10 contains 35275 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 173858 members 
Mstep: Class 17 contains 30255 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 12594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075048.000000 Penalty: 57601.605469
Iteration 119Q: 18 clusters Score -1.16075e+08 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 177773 members 
Mstep: Class 3 contains 20446 members 
Mstep: Class 4 contains 57788 members 
Mstep: Class 5 contains 6727 members 
Mstep: Class 6 contains 12851 members 
Mstep: Class 7 contains 204238 members 
Mstep: Class 8 contains 68955 members 
Mstep: Class 9 contains 2257 members 
Mstep: Class 10 contains 35282 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 16 contains 173983 members 
Mstep: Class 17 contains 30267 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 12640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075176.000000 Penalty: 57601.605469
Iteration 120F: 18 clusters Score -1.160752e+08 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 177672 members 
Mstep: Class 3 contains 20444 members 
Mstep: Class 4 contains 57788 members 
Mstep: Class 5 contains 6729 members 
Mstep: Class 6 contains 12865 members 
Mstep: Class 7 contains 204190 members 
Mstep: Class 8 contains 68896 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 35322 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 16 contains 174074 members 
Mstep: Class 17 contains 30257 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 12693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075088.000000 Penalty: 57601.605469
Iteration 121Q: 18 clusters Score -1.160751e+08 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 177604 members 
Mstep: Class 3 contains 20442 members 
Mstep: Class 4 contains 57787 members 
Mstep: Class 5 contains 6729 members 
Mstep: Class 6 contains 12868 members 
Mstep: Class 7 contains 204114 members 
Mstep: Class 8 contains 68858 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 35355 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 16 contains 174169 members 
Mstep: Class 17 contains 30255 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 12732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075296.000000 Penalty: 57601.605469
Iteration 122Q: 18 clusters Score -1.160753e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 177549 members 
Mstep: Class 3 contains 20449 members 
Mstep: Class 4 contains 57778 members 
Mstep: Class 5 contains 6730 members 
Mstep: Class 6 contains 12880 members 
Mstep: Class 7 contains 204047 members 
Mstep: Class 8 contains 68815 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 35385 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 16 contains 174237 members 
Mstep: Class 17 contains 30250 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 12766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075352.000000 Penalty: 57601.605469
Iteration 123Q: 18 clusters Score -1.160754e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 177518 members 
Mstep: Class 3 contains 20451 members 
Mstep: Class 4 contains 57763 members 
Mstep: Class 5 contains 6730 members 
Mstep: Class 6 contains 12890 members 
Mstep: Class 7 contains 203973 members 
Mstep: Class 8 contains 68779 members 
Mstep: Class 9 contains 2255 members 
Mstep: Class 10 contains 35422 members 
Mstep: Class 11 contains 994 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 16 contains 174297 members 
Mstep: Class 17 contains 30237 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 12799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075440.000000 Penalty: 57601.605469
Iteration 124Q: 18 clusters Score -1.160754e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 177518 members 
Mstep: Class 3 contains 20445 members 
Mstep: Class 4 contains 57756 members 
Mstep: Class 5 contains 6733 members 
Mstep: Class 6 contains 12899 members 
Mstep: Class 7 contains 203898 members 
Mstep: Class 8 contains 68735 members 
Mstep: Class 9 contains 2253 members 
Mstep: Class 10 contains 35441 members 
Mstep: Class 11 contains 994 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 16 contains 174343 members 
Mstep: Class 17 contains 30225 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 12841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075328.000000 Penalty: 57601.605469
Iteration 125Q: 18 clusters Score -1.160753e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51449 members 
Mstep: Class 2 contains 177521 members 
Mstep: Class 3 contains 20441 members 
Mstep: Class 4 contains 57746 members 
Mstep: Class 5 contains 6733 members 
Mstep: Class 6 contains 12915 members 
Mstep: Class 7 contains 203795 members 
Mstep: Class 8 contains 68702 members 
Mstep: Class 9 contains 2250 members 
Mstep: Class 10 contains 35461 members 
Mstep: Class 11 contains 994 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 174415 members 
Mstep: Class 17 contains 30206 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 12879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075496.000000 Penalty: 57601.605469
Iteration 126Q: 18 clusters Score -1.160755e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51481 members 
Mstep: Class 2 contains 177510 members 
Mstep: Class 3 contains 20441 members 
Mstep: Class 4 contains 57736 members 
Mstep: Class 5 contains 6734 members 
Mstep: Class 6 contains 12925 members 
Mstep: Class 7 contains 203688 members 
Mstep: Class 8 contains 68660 members 
Mstep: Class 9 contains 2249 members 
Mstep: Class 10 contains 35489 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 174479 members 
Mstep: Class 17 contains 30196 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 12924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075416.000000 Penalty: 57601.605469
Iteration 127Q: 18 clusters Score -1.160754e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 177494 members 
Mstep: Class 3 contains 20423 members 
Mstep: Class 4 contains 57720 members 
Mstep: Class 5 contains 6736 members 
Mstep: Class 6 contains 12937 members 
Mstep: Class 7 contains 203551 members 
Mstep: Class 8 contains 68617 members 
Mstep: Class 9 contains 2247 members 
Mstep: Class 10 contains 35511 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 174580 members 
Mstep: Class 17 contains 30202 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 12995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075408.000000 Penalty: 57601.605469
Iteration 128Q: 18 clusters Score -1.160754e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 177451 members 
Mstep: Class 3 contains 20418 members 
Mstep: Class 4 contains 57715 members 
Mstep: Class 5 contains 6736 members 
Mstep: Class 6 contains 12947 members 
Mstep: Class 7 contains 203460 members 
Mstep: Class 8 contains 68575 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 35529 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 174659 members 
Mstep: Class 17 contains 30220 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 23 contains 13044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075480.000000 Penalty: 57601.605469
Iteration 129Q: 18 clusters Score -1.160755e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 177388 members 
Mstep: Class 3 contains 20411 members 
Mstep: Class 4 contains 57706 members 
Mstep: Class 5 contains 6737 members 
Mstep: Class 6 contains 12950 members 
Mstep: Class 7 contains 203379 members 
Mstep: Class 8 contains 68521 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 35546 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 174749 members 
Mstep: Class 17 contains 30242 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075360.000000 Penalty: 57601.605469
Iteration 130Q: 18 clusters Score -1.160754e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 177339 members 
Mstep: Class 3 contains 20422 members 
Mstep: Class 4 contains 57688 members 
Mstep: Class 5 contains 6735 members 
Mstep: Class 6 contains 12960 members 
Mstep: Class 7 contains 203282 members 
Mstep: Class 8 contains 68478 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 35575 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 174833 members 
Mstep: Class 17 contains 30250 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075512.000000 Penalty: 57601.605469
Iteration 131Q: 18 clusters Score -1.160755e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 177260 members 
Mstep: Class 3 contains 20438 members 
Mstep: Class 4 contains 57683 members 
Mstep: Class 5 contains 6729 members 
Mstep: Class 6 contains 12968 members 
Mstep: Class 7 contains 203191 members 
Mstep: Class 8 contains 68448 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 35605 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 174925 members 
Mstep: Class 17 contains 30261 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075768.000000 Penalty: 57601.605469
Iteration 132Q: 18 clusters Score -1.160758e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51572 members 
Mstep: Class 2 contains 177186 members 
Mstep: Class 3 contains 20439 members 
Mstep: Class 4 contains 57664 members 
Mstep: Class 5 contains 6726 members 
Mstep: Class 6 contains 12980 members 
Mstep: Class 7 contains 203149 members 
Mstep: Class 8 contains 68420 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 35627 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 175015 members 
Mstep: Class 17 contains 30265 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075600.000000 Penalty: 57601.605469
Iteration 133Q: 18 clusters Score -1.160756e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 177049 members 
Mstep: Class 3 contains 20455 members 
Mstep: Class 4 contains 57650 members 
Mstep: Class 5 contains 6726 members 
Mstep: Class 6 contains 12985 members 
Mstep: Class 7 contains 203147 members 
Mstep: Class 8 contains 68378 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 35660 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 175101 members 
Mstep: Class 17 contains 30278 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075560.000000 Penalty: 57601.605469
Iteration 134Q: 18 clusters Score -1.160756e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 176926 members 
Mstep: Class 3 contains 20480 members 
Mstep: Class 4 contains 57642 members 
Mstep: Class 5 contains 6728 members 
Mstep: Class 6 contains 12992 members 
Mstep: Class 7 contains 203105 members 
Mstep: Class 8 contains 68322 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 35696 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 16 contains 175185 members 
Mstep: Class 17 contains 30285 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075640.000000 Penalty: 57601.605469
Iteration 135Q: 18 clusters Score -1.160756e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 176766 members 
Mstep: Class 3 contains 20493 members 
Mstep: Class 4 contains 57624 members 
Mstep: Class 5 contains 6728 members 
Mstep: Class 6 contains 13003 members 
Mstep: Class 7 contains 203134 members 
Mstep: Class 8 contains 68264 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 35720 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 175306 members 
Mstep: Class 17 contains 30280 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075656.000000 Penalty: 57601.605469
Iteration 136Q: 18 clusters Score -1.160757e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51629 members 
Mstep: Class 2 contains 176627 members 
Mstep: Class 3 contains 20517 members 
Mstep: Class 4 contains 57596 members 
Mstep: Class 5 contains 6726 members 
Mstep: Class 6 contains 13017 members 
Mstep: Class 7 contains 203126 members 
Mstep: Class 8 contains 68217 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 35743 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 175416 members 
Mstep: Class 17 contains 30277 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075712.000000 Penalty: 57601.605469
Iteration 137Q: 18 clusters Score -1.160757e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51640 members 
Mstep: Class 2 contains 176501 members 
Mstep: Class 3 contains 20528 members 
Mstep: Class 4 contains 57577 members 
Mstep: Class 5 contains 6724 members 
Mstep: Class 6 contains 13025 members 
Mstep: Class 7 contains 203126 members 
Mstep: Class 8 contains 68180 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 35763 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 175526 members 
Mstep: Class 17 contains 30277 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075784.000000 Penalty: 57601.605469
Iteration 138Q: 18 clusters Score -1.160758e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51629 members 
Mstep: Class 2 contains 176360 members 
Mstep: Class 3 contains 20544 members 
Mstep: Class 4 contains 57562 members 
Mstep: Class 5 contains 6724 members 
Mstep: Class 6 contains 13031 members 
Mstep: Class 7 contains 203125 members 
Mstep: Class 8 contains 68142 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 35790 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 175650 members 
Mstep: Class 17 contains 30280 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075872.000000 Penalty: 57601.605469
Iteration 139Q: 18 clusters Score -1.160759e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51640 members 
Mstep: Class 2 contains 176191 members 
Mstep: Class 3 contains 20549 members 
Mstep: Class 4 contains 57547 members 
Mstep: Class 5 contains 6723 members 
Mstep: Class 6 contains 13046 members 
Mstep: Class 7 contains 203129 members 
Mstep: Class 8 contains 68119 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 35812 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 175775 members 
Mstep: Class 17 contains 30277 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075816.000000 Penalty: 57601.605469
Iteration 140F: 18 clusters Score -1.160758e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 176097 members 
Mstep: Class 3 contains 20554 members 
Mstep: Class 4 contains 57543 members 
Mstep: Class 5 contains 6723 members 
Mstep: Class 6 contains 13049 members 
Mstep: Class 7 contains 203075 members 
Mstep: Class 8 contains 68085 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 35849 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 175894 members 
Mstep: Class 17 contains 30281 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075896.000000 Penalty: 57601.605469
Iteration 141Q: 18 clusters Score -1.160759e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 175986 members 
Mstep: Class 3 contains 20574 members 
Mstep: Class 4 contains 57530 members 
Mstep: Class 5 contains 6723 members 
Mstep: Class 6 contains 13060 members 
Mstep: Class 7 contains 203039 members 
Mstep: Class 8 contains 68058 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 35876 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 176017 members 
Mstep: Class 17 contains 30280 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075984.000000 Penalty: 57601.605469
Iteration 142Q: 18 clusters Score -1.16076e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 175886 members 
Mstep: Class 3 contains 20590 members 
Mstep: Class 4 contains 57517 members 
Mstep: Class 5 contains 6722 members 
Mstep: Class 6 contains 13070 members 
Mstep: Class 7 contains 203058 members 
Mstep: Class 8 contains 68022 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 35887 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 176082 members 
Mstep: Class 17 contains 30286 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076072.000000 Penalty: 57601.605469
Iteration 143Q: 18 clusters Score -1.160761e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 175797 members 
Mstep: Class 3 contains 20592 members 
Mstep: Class 4 contains 57511 members 
Mstep: Class 5 contains 6721 members 
Mstep: Class 6 contains 13075 members 
Mstep: Class 7 contains 203073 members 
Mstep: Class 8 contains 67992 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 35903 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 176139 members 
Mstep: Class 17 contains 30271 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076048.000000 Penalty: 57601.605469
Iteration 144Q: 18 clusters Score -1.16076e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 175685 members 
Mstep: Class 3 contains 20599 members 
Mstep: Class 4 contains 57505 members 
Mstep: Class 5 contains 6720 members 
Mstep: Class 6 contains 13089 members 
Mstep: Class 7 contains 203105 members 
Mstep: Class 8 contains 67966 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 35935 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 176176 members 
Mstep: Class 17 contains 30256 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075920.000000 Penalty: 57601.605469
Iteration 145Q: 18 clusters Score -1.160759e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 175588 members 
Mstep: Class 3 contains 20599 members 
Mstep: Class 4 contains 57489 members 
Mstep: Class 5 contains 6718 members 
Mstep: Class 6 contains 13096 members 
Mstep: Class 7 contains 203153 members 
Mstep: Class 8 contains 67949 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 35955 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 176211 members 
Mstep: Class 17 contains 30249 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076016.000000 Penalty: 57601.605469
Iteration 146Q: 18 clusters Score -1.16076e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 175518 members 
Mstep: Class 3 contains 20602 members 
Mstep: Class 4 contains 57485 members 
Mstep: Class 5 contains 6717 members 
Mstep: Class 6 contains 13106 members 
Mstep: Class 7 contains 203127 members 
Mstep: Class 8 contains 67931 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 35978 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 176264 members 
Mstep: Class 17 contains 30244 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075928.000000 Penalty: 57601.605469
Iteration 147Q: 18 clusters Score -1.160759e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 175444 members 
Mstep: Class 3 contains 20608 members 
Mstep: Class 4 contains 57479 members 
Mstep: Class 5 contains 6714 members 
Mstep: Class 6 contains 13103 members 
Mstep: Class 7 contains 203112 members 
Mstep: Class 8 contains 67924 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 36000 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 176308 members 
Mstep: Class 17 contains 30239 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076176.000000 Penalty: 57601.605469
Iteration 148Q: 18 clusters Score -1.160762e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 175309 members 
Mstep: Class 3 contains 20616 members 
Mstep: Class 4 contains 57479 members 
Mstep: Class 5 contains 6709 members 
Mstep: Class 6 contains 13111 members 
Mstep: Class 7 contains 203095 members 
Mstep: Class 8 contains 67915 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 36023 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 176390 members 
Mstep: Class 17 contains 30224 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076056.000000 Penalty: 57601.605469
Iteration 149Q: 18 clusters Score -1.160761e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51759 members 
Mstep: Class 2 contains 175205 members 
Mstep: Class 3 contains 20631 members 
Mstep: Class 4 contains 57470 members 
Mstep: Class 5 contains 6707 members 
Mstep: Class 6 contains 13114 members 
Mstep: Class 7 contains 203062 members 
Mstep: Class 8 contains 67895 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 36045 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 176470 members 
Mstep: Class 17 contains 30210 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075984.000000 Penalty: 57601.605469
Iteration 150Q: 18 clusters Score -1.16076e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 175093 members 
Mstep: Class 3 contains 20639 members 
Mstep: Class 4 contains 57471 members 
Mstep: Class 5 contains 6707 members 
Mstep: Class 6 contains 13122 members 
Mstep: Class 7 contains 203020 members 
Mstep: Class 8 contains 67864 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 36078 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 176558 members 
Mstep: Class 17 contains 30203 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076184.000000 Penalty: 57601.605469
Iteration 151Q: 18 clusters Score -1.160762e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 175006 members 
Mstep: Class 3 contains 20645 members 
Mstep: Class 4 contains 57460 members 
Mstep: Class 5 contains 6706 members 
Mstep: Class 6 contains 13123 members 
Mstep: Class 7 contains 202969 members 
Mstep: Class 8 contains 67838 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 36095 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 176639 members 
Mstep: Class 17 contains 30183 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076056.000000 Penalty: 57601.605469
Iteration 152Q: 18 clusters Score -1.160761e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 174922 members 
Mstep: Class 3 contains 20645 members 
Mstep: Class 4 contains 57447 members 
Mstep: Class 5 contains 6705 members 
Mstep: Class 6 contains 13126 members 
Mstep: Class 7 contains 202952 members 
Mstep: Class 8 contains 67817 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 36119 members 
Mstep: Class 11 contains 996 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 16 contains 176710 members 
Mstep: Class 17 contains 30166 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075960.000000 Penalty: 57601.605469
Iteration 153Q: 18 clusters Score -1.16076e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 174848 members 
Mstep: Class 3 contains 20642 members 
Mstep: Class 4 contains 57429 members 
Mstep: Class 5 contains 6705 members 
Mstep: Class 6 contains 13131 members 
Mstep: Class 7 contains 202927 members 
Mstep: Class 8 contains 67796 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 36142 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 176797 members 
Mstep: Class 17 contains 30153 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075992.000000 Penalty: 57601.605469
Iteration 154Q: 18 clusters Score -1.16076e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 174775 members 
Mstep: Class 3 contains 20630 members 
Mstep: Class 4 contains 57416 members 
Mstep: Class 5 contains 6705 members 
Mstep: Class 6 contains 13142 members 
Mstep: Class 7 contains 202893 members 
Mstep: Class 8 contains 67781 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 36156 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 176898 members 
Mstep: Class 17 contains 30143 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075792.000000 Penalty: 57601.605469
Iteration 155Q: 18 clusters Score -1.160758e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51838 members 
Mstep: Class 2 contains 174698 members 
Mstep: Class 3 contains 20634 members 
Mstep: Class 4 contains 57418 members 
Mstep: Class 5 contains 6706 members 
Mstep: Class 6 contains 13146 members 
Mstep: Class 7 contains 202833 members 
Mstep: Class 8 contains 67769 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 36177 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 176979 members 
Mstep: Class 17 contains 30138 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075992.000000 Penalty: 57601.605469
Iteration 156Q: 18 clusters Score -1.16076e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 174611 members 
Mstep: Class 3 contains 20637 members 
Mstep: Class 4 contains 57412 members 
Mstep: Class 5 contains 6707 members 
Mstep: Class 6 contains 13157 members 
Mstep: Class 7 contains 202805 members 
Mstep: Class 8 contains 67751 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 36203 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 177038 members 
Mstep: Class 17 contains 30135 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 13978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075768.000000 Penalty: 57601.605469
Iteration 157Q: 18 clusters Score -1.160758e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51837 members 
Mstep: Class 2 contains 174586 members 
Mstep: Class 3 contains 20645 members 
Mstep: Class 4 contains 57391 members 
Mstep: Class 5 contains 6706 members 
Mstep: Class 6 contains 13162 members 
Mstep: Class 7 contains 202726 members 
Mstep: Class 8 contains 67743 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 36227 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 177089 members 
Mstep: Class 17 contains 30128 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 14028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075704.000000 Penalty: 57601.605469
Iteration 158Q: 18 clusters Score -1.160757e+08 nChanged 727
Entering ConstructFrom: 
Score: -116075704.000000 Penalty: 57601.605469
Entering ConstructFrom: 
Trying to split cluster 1 (51832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51832 members 
Entering Unmasked Estep 
Score: -7214399.000000 Penalty: 2692.229248
	Iteration 0F: 2 clusters Score -7214399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -7179495.500000 Penalty: 5384.458496
	Iteration 0F: 3 clusters Score -7179496 nChanged 23914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -7193033.500000 Penalty: 5384.458496
	Iteration 1F: 3 clusters Score -7193034 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -7193839.000000 Penalty: 5384.458496
	Iteration 2Q: 3 clusters Score -7193839 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -7194729.000000 Penalty: 5384.458496
	Iteration 3Q: 3 clusters Score -7194729 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -7195746.500000 Penalty: 5384.458496
	Iteration 4Q: 3 clusters Score -7195746 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -7197240.000000 Penalty: 5384.458496
	Iteration 5F: 3 clusters Score -7197240 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -7199645.000000 Penalty: 5384.458496
	Iteration 6F: 3 clusters Score -7199645 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -7202783.500000 Penalty: 5384.458496
	Iteration 7F: 3 clusters Score -7202784 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -7206277.000000 Penalty: 5384.458496
	Iteration 8F: 3 clusters Score -7206277 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -7208927.500000 Penalty: 5384.458496
	Iteration 9F: 3 clusters Score -7208928 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -7210541.000000 Penalty: 5384.458496
	Iteration 10Q: 3 clusters Score -7210541 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 50863 members 
Entering Unmasked Estep 
Score: -7211321.500000 Penalty: 5384.458496
	Iteration 11Q: 3 clusters Score -7211322 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -7211689.000000 Penalty: 5384.458496
	Iteration 12Q: 3 clusters Score -7211689 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -7211851.500000 Penalty: 5384.458496
	Iteration 13Q: 3 clusters Score -7211852 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -7211943.000000 Penalty: 5384.458496
	Iteration 14Q: 3 clusters Score -7211943 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -7211998.500000 Penalty: 5384.458496
	Iteration 15Q: 3 clusters Score -7211998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -7212025.500000 Penalty: 5384.458496
	Iteration 16Q: 3 clusters Score -7212026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -7212040.000000 Penalty: 5384.458496
	Iteration 17Q: 3 clusters Score -7212040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -7212051.500000 Penalty: 5384.458496
	Iteration 18Q: 3 clusters Score -7212052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -7212053.000000 Penalty: 5384.458496
	Iteration 19Q: 3 clusters Score -7212053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 51489 members 
Entering Unmasked Estep 
Score: -7212057.500000 Penalty: 5384.458496
	Iteration 20F: 3 clusters Score -7212058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -7212056.000000 Penalty: 5384.458496
	Iteration 21Q: 3 clusters Score -7212056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -7212065.000000 Penalty: 5384.458496
	Iteration 22Q: 3 clusters Score -7212065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -7212054.000000 Penalty: 5384.458496
	Iteration 23Q: 3 clusters Score -7212054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -7212054.000000 Penalty: 5384.458496
	Iteration 24F: 3 clusters Score -7212054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (174587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174587 members 
Entering Unmasked Estep 
Score: -23966640.000000 Penalty: 2993.404053
	Iteration 0F: 2 clusters Score -2.396664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87546 members 
Mstep: Class 2 contains 87041 members 
Entering Unmasked Estep 
Score: -23855100.000000 Penalty: 5986.808105
	Iteration 0F: 3 clusters Score -2.38551e+07 nChanged 83240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91020 members 
Mstep: Class 2 contains 83567 members 
Entering Unmasked Estep 
Score: -23903228.000000 Penalty: 5986.808105
	Iteration 1F: 3 clusters Score -2.390323e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93465 members 
Mstep: Class 2 contains 81122 members 
Entering Unmasked Estep 
Score: -23904158.000000 Penalty: 5986.808105
	Iteration 2Q: 3 clusters Score -2.390416e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97210 members 
Mstep: Class 2 contains 77377 members 
Entering Unmasked Estep 
Score: -23905558.000000 Penalty: 5986.808105
	Iteration 3Q: 3 clusters Score -2.390556e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102934 members 
Mstep: Class 2 contains 71653 members 
Entering Unmasked Estep 
Score: -23907764.000000 Penalty: 5986.808105
	Iteration 4Q: 3 clusters Score -2.390776e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111284 members 
Mstep: Class 2 contains 63303 members 
Entering Unmasked Estep 
Score: -23911840.000000 Penalty: 5986.808105
	Iteration 5Q: 3 clusters Score -2.391184e+07 nChanged 11934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123160 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -23919870.000000 Penalty: 5986.808105
	Iteration 6F: 3 clusters Score -2.391987e+07 nChanged 15277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138425 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -23932942.000000 Penalty: 5986.808105
	Iteration 7F: 3 clusters Score -2.393294e+07 nChanged 16181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154606 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -23948020.000000 Penalty: 5986.808105
	Iteration 8F: 3 clusters Score -2.394802e+07 nChanged 11507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166113 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -23957610.000000 Penalty: 5986.808105
	Iteration 9F: 3 clusters Score -2.395761e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171431 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -23961774.000000 Penalty: 5986.808105
	Iteration 10Q: 3 clusters Score -2.396177e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173293 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -23963114.000000 Penalty: 5986.808105
	Iteration 11Q: 3 clusters Score -2.396311e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173880 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -23963536.000000 Penalty: 5986.808105
	Iteration 12Q: 3 clusters Score -2.396354e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174066 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -23963710.000000 Penalty: 5986.808105
	Iteration 13Q: 3 clusters Score -2.396371e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174145 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -23963810.000000 Penalty: 5986.808105
	Iteration 14Q: 3 clusters Score -2.396381e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174181 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -23963870.000000 Penalty: 5986.808105
	Iteration 15Q: 3 clusters Score -2.396387e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174193 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -23963900.000000 Penalty: 5986.808105
	Iteration 16Q: 3 clusters Score -2.39639e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174196 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -23963898.000000 Penalty: 5986.808105
	Iteration 17Q: 3 clusters Score -2.39639e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174206 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -23963910.000000 Penalty: 5986.808105
	Iteration 18Q: 3 clusters Score -2.396391e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174212 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -23963926.000000 Penalty: 5986.808105
	Iteration 19Q: 3 clusters Score -2.396393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174213 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -23963950.000000 Penalty: 5986.808105
	Iteration 20F: 3 clusters Score -2.396395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174213 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -23963932.000000 Penalty: 5986.808105
	Iteration 21Q: 3 clusters Score -2.396393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174214 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -23963962.000000 Penalty: 5986.808105
	Iteration 22Q: 3 clusters Score -2.396396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174212 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -23963954.000000 Penalty: 5986.808105
	Iteration 23Q: 3 clusters Score -2.396395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174213 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -23963942.000000 Penalty: 5986.808105
	Iteration 24Q: 3 clusters Score -2.396394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174214 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -23963946.000000 Penalty: 5986.808105
	Iteration 25Q: 3 clusters Score -2.396395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174214 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -23963958.000000 Penalty: 5986.808105
	Iteration 26Q: 3 clusters Score -2.396396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174214 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -23963962.000000 Penalty: 5986.808105
	Iteration 27Q: 3 clusters Score -2.396396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174215 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -23963974.000000 Penalty: 5986.808105
	Iteration 28Q: 3 clusters Score -2.396397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174215 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -23963982.000000 Penalty: 5986.808105
	Iteration 29Q: 3 clusters Score -2.396398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174214 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -23963984.000000 Penalty: 5986.808105
	Iteration 30Q: 3 clusters Score -2.396398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174215 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -23963982.000000 Penalty: 5986.808105
	Iteration 31Q: 3 clusters Score -2.396398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174214 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -23963982.000000 Penalty: 5986.808105
	Iteration 32Q: 3 clusters Score -2.396398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174214 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -23963986.000000 Penalty: 5986.808105
	Iteration 33Q: 3 clusters Score -2.396399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174212 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -23963986.000000 Penalty: 5986.808105
	Iteration 34Q: 3 clusters Score -2.396399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174210 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -23963986.000000 Penalty: 5986.808105
	Iteration 35Q: 3 clusters Score -2.396399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174205 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -23963984.000000 Penalty: 5986.808105
	Iteration 36Q: 3 clusters Score -2.396398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174204 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -23963990.000000 Penalty: 5986.808105
	Iteration 37Q: 3 clusters Score -2.396399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174207 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -23964002.000000 Penalty: 5986.808105
	Iteration 38Q: 3 clusters Score -2.3964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174207 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -23963998.000000 Penalty: 5986.808105
	Iteration 39Q: 3 clusters Score -2.3964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174207 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -23964016.000000 Penalty: 5986.808105
	Iteration 40F: 3 clusters Score -2.396402e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174209 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -23964024.000000 Penalty: 5986.808105
	Iteration 41Q: 3 clusters Score -2.396402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174207 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -23964030.000000 Penalty: 5986.808105
	Iteration 42Q: 3 clusters Score -2.396403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174204 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -23964034.000000 Penalty: 5986.808105
	Iteration 43Q: 3 clusters Score -2.396403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174204 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -23964032.000000 Penalty: 5986.808105
	Iteration 44Q: 3 clusters Score -2.396403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174205 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -23964032.000000 Penalty: 5986.808105
	Iteration 45Q: 3 clusters Score -2.396403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174206 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -23964034.000000 Penalty: 5986.808105
	Iteration 46Q: 3 clusters Score -2.396403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174206 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -23964034.000000 Penalty: 5986.808105
	Iteration 47F: 3 clusters Score -2.396403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Entering Unmasked Estep 
Score: -2883497.750000 Penalty: 2463.948730
	Iteration 0F: 2 clusters Score -2883498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2868893.000000 Penalty: 4927.897461
	Iteration 0F: 3 clusters Score -2868893 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2873802.250000 Penalty: 4927.897461
	Iteration 1F: 3 clusters Score -2873802 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2874168.000000 Penalty: 4927.897461
	Iteration 2F: 3 clusters Score -2874168 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2874473.000000 Penalty: 4927.897461
	Iteration 3Q: 3 clusters Score -2874473 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2874736.250000 Penalty: 4927.897461
	Iteration 4Q: 3 clusters Score -2874736 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2874996.250000 Penalty: 4927.897461
	Iteration 5Q: 3 clusters Score -2874996 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2875251.250000 Penalty: 4927.897461
	Iteration 6Q: 3 clusters Score -2875251 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2875540.750000 Penalty: 4927.897461
	Iteration 7Q: 3 clusters Score -2875541 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2875896.250000 Penalty: 4927.897461
	Iteration 8Q: 3 clusters Score -2875896 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2876353.750000 Penalty: 4927.897461
	Iteration 9Q: 3 clusters Score -2876354 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2876942.000000 Penalty: 4927.897461
	Iteration 10Q: 3 clusters Score -2876942 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2877671.000000 Penalty: 4927.897461
	Iteration 11F: 3 clusters Score -2877671 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2878443.750000 Penalty: 4927.897461
	Iteration 12F: 3 clusters Score -2878444 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2879041.000000 Penalty: 4927.897461
	Iteration 13Q: 3 clusters Score -2879041 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2879369.750000 Penalty: 4927.897461
	Iteration 14Q: 3 clusters Score -2879370 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2879524.750000 Penalty: 4927.897461
	Iteration 15Q: 3 clusters Score -2879525 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2879618.000000 Penalty: 4927.897461
	Iteration 16Q: 3 clusters Score -2879618 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2879693.250000 Penalty: 4927.897461
	Iteration 17Q: 3 clusters Score -2879693 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2879756.000000 Penalty: 4927.897461
	Iteration 18Q: 3 clusters Score -2879756 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2879816.500000 Penalty: 4927.897461
	Iteration 19Q: 3 clusters Score -2879816 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2879868.250000 Penalty: 4927.897461
	Iteration 20F: 3 clusters Score -2879868 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2879906.750000 Penalty: 4927.897461
	Iteration 21Q: 3 clusters Score -2879907 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2879961.000000 Penalty: 4927.897461
	Iteration 22Q: 3 clusters Score -2879961 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2880004.250000 Penalty: 4927.897461
	Iteration 23Q: 3 clusters Score -2880004 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2880047.750000 Penalty: 4927.897461
	Iteration 24Q: 3 clusters Score -2880048 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2880089.250000 Penalty: 4927.897461
	Iteration 25Q: 3 clusters Score -2880089 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2880130.750000 Penalty: 4927.897461
	Iteration 26Q: 3 clusters Score -2880131 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2880158.250000 Penalty: 4927.897461
	Iteration 27Q: 3 clusters Score -2880158 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2880196.250000 Penalty: 4927.897461
	Iteration 28Q: 3 clusters Score -2880196 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2880217.750000 Penalty: 4927.897461
	Iteration 29Q: 3 clusters Score -2880218 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2880244.750000 Penalty: 4927.897461
	Iteration 30Q: 3 clusters Score -2880245 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2880264.500000 Penalty: 4927.897461
	Iteration 31Q: 3 clusters Score -2880264 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2880310.250000 Penalty: 4927.897461
	Iteration 32Q: 3 clusters Score -2880310 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2880342.500000 Penalty: 4927.897461
	Iteration 33Q: 3 clusters Score -2880342 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2880384.250000 Penalty: 4927.897461
	Iteration 34Q: 3 clusters Score -2880384 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2880395.000000 Penalty: 4927.897461
	Iteration 35Q: 3 clusters Score -2880395 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2880416.250000 Penalty: 4927.897461
	Iteration 36Q: 3 clusters Score -2880416 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2880444.500000 Penalty: 4927.897461
	Iteration 37Q: 3 clusters Score -2880444 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2880474.250000 Penalty: 4927.897461
	Iteration 38Q: 3 clusters Score -2880474 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2880501.250000 Penalty: 4927.897461
	Iteration 39Q: 3 clusters Score -2880501 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2880534.750000 Penalty: 4927.897461
	Iteration 40F: 3 clusters Score -2880535 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2880549.250000 Penalty: 4927.897461
	Iteration 41Q: 3 clusters Score -2880549 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2880599.000000 Penalty: 4927.897461
	Iteration 42Q: 3 clusters Score -2880599 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2880625.750000 Penalty: 4927.897461
	Iteration 43Q: 3 clusters Score -2880626 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2880657.750000 Penalty: 4927.897461
	Iteration 44Q: 3 clusters Score -2880658 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2880680.750000 Penalty: 4927.897461
	Iteration 45Q: 3 clusters Score -2880681 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2880718.500000 Penalty: 4927.897461
	Iteration 46Q: 3 clusters Score -2880718 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2880749.750000 Penalty: 4927.897461
	Iteration 47Q: 3 clusters Score -2880750 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2880778.250000 Penalty: 4927.897461
	Iteration 48Q: 3 clusters Score -2880778 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2880809.500000 Penalty: 4927.897461
	Iteration 49Q: 3 clusters Score -2880810 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2880846.250000 Penalty: 4927.897461
	Iteration 50Q: 3 clusters Score -2880846 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2880865.750000 Penalty: 4927.897461
	Iteration 51Q: 3 clusters Score -2880866 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2880881.750000 Penalty: 4927.897461
	Iteration 52Q: 3 clusters Score -2880882 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2880890.250000 Penalty: 4927.897461
	Iteration 53Q: 3 clusters Score -2880890 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2880908.750000 Penalty: 4927.897461
	Iteration 54Q: 3 clusters Score -2880909 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2880931.750000 Penalty: 4927.897461
	Iteration 55Q: 3 clusters Score -2880932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2880944.250000 Penalty: 4927.897461
	Iteration 56Q: 3 clusters Score -2880944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2880964.750000 Penalty: 4927.897461
	Iteration 57Q: 3 clusters Score -2880965 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2880975.250000 Penalty: 4927.897461
	Iteration 58Q: 3 clusters Score -2880975 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2880995.000000 Penalty: 4927.897461
	Iteration 59Q: 3 clusters Score -2880995 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2881012.250000 Penalty: 4927.897461
	Iteration 60F: 3 clusters Score -2881012 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2881037.500000 Penalty: 4927.897461
	Iteration 61Q: 3 clusters Score -2881038 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2881065.500000 Penalty: 4927.897461
	Iteration 62Q: 3 clusters Score -2881066 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2881088.250000 Penalty: 4927.897461
	Iteration 63Q: 3 clusters Score -2881088 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2881101.250000 Penalty: 4927.897461
	Iteration 64Q: 3 clusters Score -2881101 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2881124.000000 Penalty: 4927.897461
	Iteration 65Q: 3 clusters Score -2881124 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2881138.500000 Penalty: 4927.897461
	Iteration 66Q: 3 clusters Score -2881138 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2881161.500000 Penalty: 4927.897461
	Iteration 67Q: 3 clusters Score -2881162 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2881173.750000 Penalty: 4927.897461
	Iteration 68Q: 3 clusters Score -2881174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2881178.500000 Penalty: 4927.897461
	Iteration 69Q: 3 clusters Score -2881178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2881202.250000 Penalty: 4927.897461
	Iteration 70Q: 3 clusters Score -2881202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2881208.500000 Penalty: 4927.897461
	Iteration 71Q: 3 clusters Score -2881208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2881226.500000 Penalty: 4927.897461
	Iteration 72Q: 3 clusters Score -2881226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2881230.750000 Penalty: 4927.897461
	Iteration 73Q: 3 clusters Score -2881231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2881238.750000 Penalty: 4927.897461
	Iteration 74Q: 3 clusters Score -2881239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2881242.250000 Penalty: 4927.897461
	Iteration 75Q: 3 clusters Score -2881242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2881244.500000 Penalty: 4927.897461
	Iteration 76Q: 3 clusters Score -2881244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2881245.500000 Penalty: 4927.897461
	Iteration 77Q: 3 clusters Score -2881246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2881255.000000 Penalty: 4927.897461
	Iteration 78Q: 3 clusters Score -2881255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2881256.750000 Penalty: 4927.897461
	Iteration 79Q: 3 clusters Score -2881257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2881263.500000 Penalty: 4927.897461
	Iteration 80F: 3 clusters Score -2881264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2881267.500000 Penalty: 4927.897461
	Iteration 81Q: 3 clusters Score -2881268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2881271.000000 Penalty: 4927.897461
	Iteration 82Q: 3 clusters Score -2881271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2881272.500000 Penalty: 4927.897461
	Iteration 83Q: 3 clusters Score -2881272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2881267.000000 Penalty: 4927.897461
	Iteration 84Q: 3 clusters Score -2881267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2881268.000000 Penalty: 4927.897461
	Iteration 85Q: 3 clusters Score -2881268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2881271.750000 Penalty: 4927.897461
	Iteration 86Q: 3 clusters Score -2881272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2881278.000000 Penalty: 4927.897461
	Iteration 87Q: 3 clusters Score -2881278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2881277.000000 Penalty: 4927.897461
	Iteration 88Q: 3 clusters Score -2881277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2881279.250000 Penalty: 4927.897461
	Iteration 89Q: 3 clusters Score -2881279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2881283.750000 Penalty: 4927.897461
	Iteration 90Q: 3 clusters Score -2881284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2881290.000000 Penalty: 4927.897461
	Iteration 91Q: 3 clusters Score -2881290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2881287.500000 Penalty: 4927.897461
	Iteration 92Q: 3 clusters Score -2881288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2881284.000000 Penalty: 4927.897461
	Iteration 93Q: 3 clusters Score -2881284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2881286.250000 Penalty: 4927.897461
	Iteration 94Q: 3 clusters Score -2881286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2881287.000000 Penalty: 4927.897461
	Iteration 95Q: 3 clusters Score -2881287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2881288.500000 Penalty: 4927.897461
	Iteration 96Q: 3 clusters Score -2881288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2881288.500000 Penalty: 4927.897461
	Iteration 97Q: 3 clusters Score -2881288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2881287.250000 Penalty: 4927.897461
	Iteration 98Q: 3 clusters Score -2881287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2881287.250000 Penalty: 4927.897461
	Iteration 99F: 3 clusters Score -2881287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57379 members 
Entering Unmasked Estep 
Score: -7736559.500000 Penalty: 2717.443604
	Iteration 0F: 2 clusters Score -7736560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -7698055.000000 Penalty: 5434.887207
	Iteration 0F: 3 clusters Score -7698055 nChanged 26651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -7712680.500000 Penalty: 5434.887207
	Iteration 1F: 3 clusters Score -7712680 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -7713221.000000 Penalty: 5434.887207
	Iteration 2Q: 3 clusters Score -7713221 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -7713692.000000 Penalty: 5434.887207
	Iteration 3Q: 3 clusters Score -7713692 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -7714157.500000 Penalty: 5434.887207
	Iteration 4Q: 3 clusters Score -7714158 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -7714602.500000 Penalty: 5434.887207
	Iteration 5Q: 3 clusters Score -7714602 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -7715130.000000 Penalty: 5434.887207
	Iteration 6Q: 3 clusters Score -7715130 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -7715681.000000 Penalty: 5434.887207
	Iteration 7Q: 3 clusters Score -7715681 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -7716309.500000 Penalty: 5434.887207
	Iteration 8Q: 3 clusters Score -7716310 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -7717202.000000 Penalty: 5434.887207
	Iteration 9Q: 3 clusters Score -7717202 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -7718271.500000 Penalty: 5434.887207
	Iteration 10Q: 3 clusters Score -7718272 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -7719917.000000 Penalty: 5434.887207
	Iteration 11F: 3 clusters Score -7719917 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -7722279.000000 Penalty: 5434.887207
	Iteration 12F: 3 clusters Score -7722279 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -7725093.000000 Penalty: 5434.887207
	Iteration 13F: 3 clusters Score -7725093 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -7727855.500000 Penalty: 5434.887207
	Iteration 14F: 3 clusters Score -7727856 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -7730196.500000 Penalty: 5434.887207
	Iteration 15Q: 3 clusters Score -7730196 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -7731810.500000 Penalty: 5434.887207
	Iteration 16Q: 3 clusters Score -7731810 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55461 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -7732897.000000 Penalty: 5434.887207
	Iteration 17Q: 3 clusters Score -7732897 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7733496.000000 Penalty: 5434.887207
	Iteration 18Q: 3 clusters Score -7733496 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7733808.500000 Penalty: 5434.887207
	Iteration 19Q: 3 clusters Score -7733808 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7733956.000000 Penalty: 5434.887207
	Iteration 20F: 3 clusters Score -7733956 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7734056.500000 Penalty: 5434.887207
	Iteration 21Q: 3 clusters Score -7734056 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7734109.000000 Penalty: 5434.887207
	Iteration 22Q: 3 clusters Score -7734109 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56864 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7734133.000000 Penalty: 5434.887207
	Iteration 23Q: 3 clusters Score -7734133 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7734170.000000 Penalty: 5434.887207
	Iteration 24Q: 3 clusters Score -7734170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7734196.500000 Penalty: 5434.887207
	Iteration 25Q: 3 clusters Score -7734196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7734210.000000 Penalty: 5434.887207
	Iteration 26Q: 3 clusters Score -7734210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56933 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7734218.500000 Penalty: 5434.887207
	Iteration 27Q: 3 clusters Score -7734218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56937 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7734234.000000 Penalty: 5434.887207
	Iteration 28Q: 3 clusters Score -7734234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56940 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7734238.000000 Penalty: 5434.887207
	Iteration 29Q: 3 clusters Score -7734238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7734241.500000 Penalty: 5434.887207
	Iteration 30Q: 3 clusters Score -7734242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7734241.500000 Penalty: 5434.887207
	Iteration 31Q: 3 clusters Score -7734242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7734243.000000 Penalty: 5434.887207
	Iteration 32Q: 3 clusters Score -7734243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56945 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7734242.500000 Penalty: 5434.887207
	Iteration 33Q: 3 clusters Score -7734242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7734248.500000 Penalty: 5434.887207
	Iteration 34Q: 3 clusters Score -7734248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7734250.000000 Penalty: 5434.887207
	Iteration 35Q: 3 clusters Score -7734250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7734255.000000 Penalty: 5434.887207
	Iteration 36Q: 3 clusters Score -7734255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7734256.000000 Penalty: 5434.887207
	Iteration 37Q: 3 clusters Score -7734256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7734256.000000 Penalty: 5434.887207
	Iteration 38F: 3 clusters Score -7734256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Entering Unmasked Estep 
Score: -897863.125000 Penalty: 2184.994141
	Iteration 0F: 2 clusters Score -897863.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -892210.500000 Penalty: 4369.988281
	Iteration 0F: 3 clusters Score -892210.5 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -893660.312500 Penalty: 4369.988281
	Iteration 1F: 3 clusters Score -893660.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -893894.812500 Penalty: 4369.988281
	Iteration 2F: 3 clusters Score -893894.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -894034.312500 Penalty: 4369.988281
	Iteration 3Q: 3 clusters Score -894034.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -894140.062500 Penalty: 4369.988281
	Iteration 4Q: 3 clusters Score -894140.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -894210.875000 Penalty: 4369.988281
	Iteration 5Q: 3 clusters Score -894210.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -894273.937500 Penalty: 4369.988281
	Iteration 6Q: 3 clusters Score -894273.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -894324.437500 Penalty: 4369.988281
	Iteration 7Q: 3 clusters Score -894324.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -894368.375000 Penalty: 4369.988281
	Iteration 8Q: 3 clusters Score -894368.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -894398.437500 Penalty: 4369.988281
	Iteration 9Q: 3 clusters Score -894398.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -894422.375000 Penalty: 4369.988281
	Iteration 10Q: 3 clusters Score -894422.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -894450.500000 Penalty: 4369.988281
	Iteration 11Q: 3 clusters Score -894450.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -894469.750000 Penalty: 4369.988281
	Iteration 12Q: 3 clusters Score -894469.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -894486.750000 Penalty: 4369.988281
	Iteration 13Q: 3 clusters Score -894486.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -894520.062500 Penalty: 4369.988281
	Iteration 14Q: 3 clusters Score -894520.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -894547.750000 Penalty: 4369.988281
	Iteration 15Q: 3 clusters Score -894547.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -894585.687500 Penalty: 4369.988281
	Iteration 16Q: 3 clusters Score -894585.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -894636.500000 Penalty: 4369.988281
	Iteration 17Q: 3 clusters Score -894636.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -894693.375000 Penalty: 4369.988281
	Iteration 18Q: 3 clusters Score -894693.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -894754.437500 Penalty: 4369.988281
	Iteration 19Q: 3 clusters Score -894754.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -894804.562500 Penalty: 4369.988281
	Iteration 20F: 3 clusters Score -894804.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -894860.687500 Penalty: 4369.988281
	Iteration 21Q: 3 clusters Score -894860.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -894934.375000 Penalty: 4369.988281
	Iteration 22Q: 3 clusters Score -894934.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -895015.937500 Penalty: 4369.988281
	Iteration 23Q: 3 clusters Score -895015.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -895116.187500 Penalty: 4369.988281
	Iteration 24Q: 3 clusters Score -895116.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -895236.500000 Penalty: 4369.988281
	Iteration 25Q: 3 clusters Score -895236.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -895351.375000 Penalty: 4369.988281
	Iteration 26Q: 3 clusters Score -895351.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -895460.625000 Penalty: 4369.988281
	Iteration 27Q: 3 clusters Score -895460.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -895551.125000 Penalty: 4369.988281
	Iteration 28Q: 3 clusters Score -895551.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -895627.875000 Penalty: 4369.988281
	Iteration 29Q: 3 clusters Score -895627.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -895683.250000 Penalty: 4369.988281
	Iteration 30Q: 3 clusters Score -895683.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -895743.000000 Penalty: 4369.988281
	Iteration 31Q: 3 clusters Score -895743 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -895786.812500 Penalty: 4369.988281
	Iteration 32Q: 3 clusters Score -895786.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -895818.875000 Penalty: 4369.988281
	Iteration 33Q: 3 clusters Score -895818.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -895853.125000 Penalty: 4369.988281
	Iteration 34Q: 3 clusters Score -895853.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -895882.500000 Penalty: 4369.988281
	Iteration 35Q: 3 clusters Score -895882.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -895903.625000 Penalty: 4369.988281
	Iteration 36Q: 3 clusters Score -895903.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -895916.250000 Penalty: 4369.988281
	Iteration 37Q: 3 clusters Score -895916.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -895924.937500 Penalty: 4369.988281
	Iteration 38Q: 3 clusters Score -895924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -895930.312500 Penalty: 4369.988281
	Iteration 39Q: 3 clusters Score -895930.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -895933.125000 Penalty: 4369.988281
	Iteration 40F: 3 clusters Score -895933.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -895936.437500 Penalty: 4369.988281
	Iteration 41Q: 3 clusters Score -895936.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -895938.875000 Penalty: 4369.988281
	Iteration 42Q: 3 clusters Score -895938.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -895943.562500 Penalty: 4369.988281
	Iteration 43Q: 3 clusters Score -895943.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -895948.187500 Penalty: 4369.988281
	Iteration 44Q: 3 clusters Score -895948.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -895953.187500 Penalty: 4369.988281
	Iteration 45Q: 3 clusters Score -895953.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -895957.125000 Penalty: 4369.988281
	Iteration 46Q: 3 clusters Score -895957.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -895962.500000 Penalty: 4369.988281
	Iteration 47Q: 3 clusters Score -895962.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -895966.187500 Penalty: 4369.988281
	Iteration 48Q: 3 clusters Score -895966.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -895971.500000 Penalty: 4369.988281
	Iteration 49Q: 3 clusters Score -895971.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -895971.750000 Penalty: 4369.988281
	Iteration 50Q: 3 clusters Score -895971.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -895971.750000 Penalty: 4369.988281
	Iteration 51F: 3 clusters Score -895971.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Entering Unmasked Estep 
Score: -1729820.875000 Penalty: 2352.339844
	Iteration 0F: 2 clusters Score -1729821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1720088.500000 Penalty: 4704.679688
	Iteration 0F: 3 clusters Score -1720088 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1723065.000000 Penalty: 4704.679688
	Iteration 1F: 3 clusters Score -1723065 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1723374.125000 Penalty: 4704.679688
	Iteration 2F: 3 clusters Score -1723374 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1723623.500000 Penalty: 4704.679688
	Iteration 3Q: 3 clusters Score -1723624 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1723797.625000 Penalty: 4704.679688
	Iteration 4Q: 3 clusters Score -1723798 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1723951.750000 Penalty: 4704.679688
	Iteration 5Q: 3 clusters Score -1723952 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1724075.500000 Penalty: 4704.679688
	Iteration 6Q: 3 clusters Score -1724076 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1724199.625000 Penalty: 4704.679688
	Iteration 7Q: 3 clusters Score -1724200 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1724300.750000 Penalty: 4704.679688
	Iteration 8Q: 3 clusters Score -1724301 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1724420.625000 Penalty: 4704.679688
	Iteration 9Q: 3 clusters Score -1724421 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1724567.750000 Penalty: 4704.679688
	Iteration 10Q: 3 clusters Score -1724568 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1724722.125000 Penalty: 4704.679688
	Iteration 11Q: 3 clusters Score -1724722 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1724898.625000 Penalty: 4704.679688
	Iteration 12Q: 3 clusters Score -1724899 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1725102.875000 Penalty: 4704.679688
	Iteration 13Q: 3 clusters Score -1725103 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1725348.000000 Penalty: 4704.679688
	Iteration 14Q: 3 clusters Score -1725348 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1725646.375000 Penalty: 4704.679688
	Iteration 15Q: 3 clusters Score -1725646 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1725980.500000 Penalty: 4704.679688
	Iteration 16Q: 3 clusters Score -1725980 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1726358.500000 Penalty: 4704.679688
	Iteration 17Q: 3 clusters Score -1726358 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1726727.250000 Penalty: 4704.679688
	Iteration 18Q: 3 clusters Score -1726727 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1727051.000000 Penalty: 4704.679688
	Iteration 19Q: 3 clusters Score -1727051 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1727314.500000 Penalty: 4704.679688
	Iteration 20F: 3 clusters Score -1727314 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1727516.125000 Penalty: 4704.679688
	Iteration 21Q: 3 clusters Score -1727516 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1727654.750000 Penalty: 4704.679688
	Iteration 22Q: 3 clusters Score -1727655 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1727757.250000 Penalty: 4704.679688
	Iteration 23Q: 3 clusters Score -1727757 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1727824.125000 Penalty: 4704.679688
	Iteration 24Q: 3 clusters Score -1727824 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1727874.500000 Penalty: 4704.679688
	Iteration 25Q: 3 clusters Score -1727874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1727909.500000 Penalty: 4704.679688
	Iteration 26Q: 3 clusters Score -1727910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1727936.125000 Penalty: 4704.679688
	Iteration 27Q: 3 clusters Score -1727936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1727952.625000 Penalty: 4704.679688
	Iteration 28Q: 3 clusters Score -1727953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1727959.875000 Penalty: 4704.679688
	Iteration 29Q: 3 clusters Score -1727960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1727969.500000 Penalty: 4704.679688
	Iteration 30Q: 3 clusters Score -1727970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1727971.500000 Penalty: 4704.679688
	Iteration 31Q: 3 clusters Score -1727972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1727976.500000 Penalty: 4704.679688
	Iteration 32Q: 3 clusters Score -1727976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1727978.875000 Penalty: 4704.679688
	Iteration 33Q: 3 clusters Score -1727979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1727984.000000 Penalty: 4704.679688
	Iteration 34Q: 3 clusters Score -1727984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1727990.875000 Penalty: 4704.679688
	Iteration 35Q: 3 clusters Score -1727991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1727997.875000 Penalty: 4704.679688
	Iteration 36Q: 3 clusters Score -1727998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1728001.000000 Penalty: 4704.679688
	Iteration 37Q: 3 clusters Score -1728001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1728001.125000 Penalty: 4704.679688
	Iteration 38Q: 3 clusters Score -1728001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1728001.125000 Penalty: 4704.679688
	Iteration 39F: 3 clusters Score -1728001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (202638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202638 members 
Entering Unmasked Estep 
Score: -27788340.000000 Penalty: 3030.355713
	Iteration 0F: 2 clusters Score -2.778834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101577 members 
Mstep: Class 2 contains 101061 members 
Entering Unmasked Estep 
Score: -27656538.000000 Penalty: 6060.711426
	Iteration 0F: 3 clusters Score -2.765654e+07 nChanged 97869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104086 members 
Mstep: Class 2 contains 98552 members 
Entering Unmasked Estep 
Score: -27713596.000000 Penalty: 6060.711426
	Iteration 1F: 3 clusters Score -2.77136e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105522 members 
Mstep: Class 2 contains 97116 members 
Entering Unmasked Estep 
Score: -27714684.000000 Penalty: 6060.711426
	Iteration 2Q: 3 clusters Score -2.771468e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107868 members 
Mstep: Class 2 contains 94770 members 
Entering Unmasked Estep 
Score: -27716158.000000 Penalty: 6060.711426
	Iteration 3Q: 3 clusters Score -2.771616e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111615 members 
Mstep: Class 2 contains 91023 members 
Entering Unmasked Estep 
Score: -27718056.000000 Penalty: 6060.711426
	Iteration 4Q: 3 clusters Score -2.771806e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117350 members 
Mstep: Class 2 contains 85288 members 
Entering Unmasked Estep 
Score: -27721084.000000 Penalty: 6060.711426
	Iteration 5Q: 3 clusters Score -2.772108e+07 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125910 members 
Mstep: Class 2 contains 76728 members 
Entering Unmasked Estep 
Score: -27725858.000000 Penalty: 6060.711426
	Iteration 6Q: 3 clusters Score -2.772586e+07 nChanged 12409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137801 members 
Mstep: Class 2 contains 64837 members 
Entering Unmasked Estep 
Score: -27733878.000000 Penalty: 6060.711426
	Iteration 7F: 3 clusters Score -2.773388e+07 nChanged 15276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152799 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -27745564.000000 Penalty: 6060.711426
	Iteration 8F: 3 clusters Score -2.774556e+07 nChanged 15968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168643 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -27758884.000000 Penalty: 6060.711426
	Iteration 9F: 3 clusters Score -2.775888e+07 nChanged 13577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182168 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -27770184.000000 Penalty: 6060.711426
	Iteration 10F: 3 clusters Score -2.777018e+07 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191519 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -27778118.000000 Penalty: 6060.711426
	Iteration 11Q: 3 clusters Score -2.777812e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196954 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -27782518.000000 Penalty: 6060.711426
	Iteration 12Q: 3 clusters Score -2.778252e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199640 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -27784422.000000 Penalty: 6060.711426
	Iteration 13Q: 3 clusters Score -2.778442e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200846 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -27785258.000000 Penalty: 6060.711426
	Iteration 14Q: 3 clusters Score -2.778526e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201373 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -27785600.000000 Penalty: 6060.711426
	Iteration 15Q: 3 clusters Score -2.77856e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201590 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -27785774.000000 Penalty: 6060.711426
	Iteration 16Q: 3 clusters Score -2.778577e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201687 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -27785914.000000 Penalty: 6060.711426
	Iteration 17Q: 3 clusters Score -2.778591e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201749 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -27786020.000000 Penalty: 6060.711426
	Iteration 18Q: 3 clusters Score -2.778602e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201785 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -27786100.000000 Penalty: 6060.711426
	Iteration 19Q: 3 clusters Score -2.77861e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201815 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -27786096.000000 Penalty: 6060.711426
	Iteration 20F: 3 clusters Score -2.77861e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201833 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -27786128.000000 Penalty: 6060.711426
	Iteration 21Q: 3 clusters Score -2.778613e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201835 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -27786164.000000 Penalty: 6060.711426
	Iteration 22Q: 3 clusters Score -2.778616e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201843 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -27786186.000000 Penalty: 6060.711426
	Iteration 23Q: 3 clusters Score -2.778619e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201839 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -27786226.000000 Penalty: 6060.711426
	Iteration 24Q: 3 clusters Score -2.778623e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201847 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -27786254.000000 Penalty: 6060.711426
	Iteration 25Q: 3 clusters Score -2.778625e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201839 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -27786284.000000 Penalty: 6060.711426
	Iteration 26Q: 3 clusters Score -2.778628e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201845 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -27786306.000000 Penalty: 6060.711426
	Iteration 27Q: 3 clusters Score -2.778631e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201852 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -27786322.000000 Penalty: 6060.711426
	Iteration 28Q: 3 clusters Score -2.778632e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201855 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -27786338.000000 Penalty: 6060.711426
	Iteration 29Q: 3 clusters Score -2.778634e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201851 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -27786386.000000 Penalty: 6060.711426
	Iteration 30Q: 3 clusters Score -2.778639e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201856 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -27786432.000000 Penalty: 6060.711426
	Iteration 31Q: 3 clusters Score -2.778643e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201858 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -27786422.000000 Penalty: 6060.711426
	Iteration 32Q: 3 clusters Score -2.778642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201861 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -27786424.000000 Penalty: 6060.711426
	Iteration 33Q: 3 clusters Score -2.778642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201861 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -27786428.000000 Penalty: 6060.711426
	Iteration 34Q: 3 clusters Score -2.778643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201861 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -27786416.000000 Penalty: 6060.711426
	Iteration 35Q: 3 clusters Score -2.778642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201861 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -27786418.000000 Penalty: 6060.711426
	Iteration 36Q: 3 clusters Score -2.778642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201861 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -27786424.000000 Penalty: 6060.711426
	Iteration 37Q: 3 clusters Score -2.778642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201861 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -27786424.000000 Penalty: 6060.711426
	Iteration 38Q: 3 clusters Score -2.778642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201859 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -27786426.000000 Penalty: 6060.711426
	Iteration 39Q: 3 clusters Score -2.778643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201859 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -27786426.000000 Penalty: 6060.711426
	Iteration 40F: 3 clusters Score -2.778643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (67727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67727 members 
Entering Unmasked Estep 
Score: -9354020.000000 Penalty: 2758.563721
	Iteration 0F: 2 clusters Score -9354020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -9308509.000000 Penalty: 5517.127441
	Iteration 0F: 3 clusters Score -9308509 nChanged 31781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -9326343.000000 Penalty: 5517.127441
	Iteration 1F: 3 clusters Score -9326343 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -9327021.000000 Penalty: 5517.127441
	Iteration 2Q: 3 clusters Score -9327021 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -9327879.000000 Penalty: 5517.127441
	Iteration 3Q: 3 clusters Score -9327879 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -9329153.000000 Penalty: 5517.127441
	Iteration 4Q: 3 clusters Score -9329153 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -9330982.000000 Penalty: 5517.127441
	Iteration 5F: 3 clusters Score -9330982 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -9333904.000000 Penalty: 5517.127441
	Iteration 6F: 3 clusters Score -9333904 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -9337625.000000 Penalty: 5517.127441
	Iteration 7F: 3 clusters Score -9337625 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -9341564.000000 Penalty: 5517.127441
	Iteration 8F: 3 clusters Score -9341564 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -9344460.000000 Penalty: 5517.127441
	Iteration 9F: 3 clusters Score -9344460 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 51703 members 
Entering Unmasked Estep 
Score: -9346042.000000 Penalty: 5517.127441
	Iteration 10Q: 3 clusters Score -9346042 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -9346866.000000 Penalty: 5517.127441
	Iteration 11Q: 3 clusters Score -9346866 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 53976 members 
Entering Unmasked Estep 
Score: -9347498.000000 Penalty: 5517.127441
	Iteration 12Q: 3 clusters Score -9347498 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 54954 members 
Entering Unmasked Estep 
Score: -9347867.000000 Penalty: 5517.127441
	Iteration 13Q: 3 clusters Score -9347867 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 55846 members 
Entering Unmasked Estep 
Score: -9348270.000000 Penalty: 5517.127441
	Iteration 14Q: 3 clusters Score -9348270 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -9348575.000000 Penalty: 5517.127441
	Iteration 15Q: 3 clusters Score -9348575 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -9348809.000000 Penalty: 5517.127441
	Iteration 16Q: 3 clusters Score -9348809 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 58025 members 
Entering Unmasked Estep 
Score: -9349049.000000 Penalty: 5517.127441
	Iteration 17Q: 3 clusters Score -9349049 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 58655 members 
Entering Unmasked Estep 
Score: -9349217.000000 Penalty: 5517.127441
	Iteration 18Q: 3 clusters Score -9349217 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 59243 members 
Entering Unmasked Estep 
Score: -9349432.000000 Penalty: 5517.127441
	Iteration 19Q: 3 clusters Score -9349432 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 59820 members 
Entering Unmasked Estep 
Score: -9349589.000000 Penalty: 5517.127441
	Iteration 20F: 3 clusters Score -9349589 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -9349770.000000 Penalty: 5517.127441
	Iteration 21Q: 3 clusters Score -9349770 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 60912 members 
Entering Unmasked Estep 
Score: -9349972.000000 Penalty: 5517.127441
	Iteration 22Q: 3 clusters Score -9349972 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 61397 members 
Entering Unmasked Estep 
Score: -9350155.000000 Penalty: 5517.127441
	Iteration 23Q: 3 clusters Score -9350155 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 61858 members 
Entering Unmasked Estep 
Score: -9350311.000000 Penalty: 5517.127441
	Iteration 24Q: 3 clusters Score -9350311 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 62278 members 
Entering Unmasked Estep 
Score: -9350457.000000 Penalty: 5517.127441
	Iteration 25Q: 3 clusters Score -9350457 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 62672 members 
Entering Unmasked Estep 
Score: -9350637.000000 Penalty: 5517.127441
	Iteration 26Q: 3 clusters Score -9350637 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -9350739.000000 Penalty: 5517.127441
	Iteration 27Q: 3 clusters Score -9350739 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 63358 members 
Entering Unmasked Estep 
Score: -9350879.000000 Penalty: 5517.127441
	Iteration 28Q: 3 clusters Score -9350879 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 63661 members 
Entering Unmasked Estep 
Score: -9350986.000000 Penalty: 5517.127441
	Iteration 29Q: 3 clusters Score -9350986 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 63950 members 
Entering Unmasked Estep 
Score: -9351109.000000 Penalty: 5517.127441
	Iteration 30Q: 3 clusters Score -9351109 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 64194 members 
Entering Unmasked Estep 
Score: -9351187.000000 Penalty: 5517.127441
	Iteration 31Q: 3 clusters Score -9351187 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 64408 members 
Entering Unmasked Estep 
Score: -9351246.000000 Penalty: 5517.127441
	Iteration 32Q: 3 clusters Score -9351246 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 64577 members 
Entering Unmasked Estep 
Score: -9351271.000000 Penalty: 5517.127441
	Iteration 33Q: 3 clusters Score -9351271 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 64706 members 
Entering Unmasked Estep 
Score: -9351333.000000 Penalty: 5517.127441
	Iteration 34Q: 3 clusters Score -9351333 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -9351366.000000 Penalty: 5517.127441
	Iteration 35Q: 3 clusters Score -9351366 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 64939 members 
Entering Unmasked Estep 
Score: -9351408.000000 Penalty: 5517.127441
	Iteration 36Q: 3 clusters Score -9351408 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -9351403.000000 Penalty: 5517.127441
	Iteration 37Q: 3 clusters Score -9351403 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 65141 members 
Entering Unmasked Estep 
Score: -9351430.000000 Penalty: 5517.127441
	Iteration 38Q: 3 clusters Score -9351430 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 65222 members 
Entering Unmasked Estep 
Score: -9351457.000000 Penalty: 5517.127441
	Iteration 39Q: 3 clusters Score -9351457 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 65299 members 
Entering Unmasked Estep 
Score: -9351483.000000 Penalty: 5517.127441
	Iteration 40F: 3 clusters Score -9351483 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -9351494.000000 Penalty: 5517.127441
	Iteration 41Q: 3 clusters Score -9351494 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -9351530.000000 Penalty: 5517.127441
	Iteration 42Q: 3 clusters Score -9351530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 65491 members 
Entering Unmasked Estep 
Score: -9351542.000000 Penalty: 5517.127441
	Iteration 43Q: 3 clusters Score -9351542 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 65534 members 
Entering Unmasked Estep 
Score: -9351548.000000 Penalty: 5517.127441
	Iteration 44Q: 3 clusters Score -9351548 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 65585 members 
Entering Unmasked Estep 
Score: -9351571.000000 Penalty: 5517.127441
	Iteration 45Q: 3 clusters Score -9351571 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 65622 members 
Entering Unmasked Estep 
Score: -9351584.000000 Penalty: 5517.127441
	Iteration 46Q: 3 clusters Score -9351584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 65662 members 
Entering Unmasked Estep 
Score: -9351600.000000 Penalty: 5517.127441
	Iteration 47Q: 3 clusters Score -9351600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 65687 members 
Entering Unmasked Estep 
Score: -9351596.000000 Penalty: 5517.127441
	Iteration 48Q: 3 clusters Score -9351596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 65705 members 
Entering Unmasked Estep 
Score: -9351617.000000 Penalty: 5517.127441
	Iteration 49Q: 3 clusters Score -9351617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 65735 members 
Entering Unmasked Estep 
Score: -9351626.000000 Penalty: 5517.127441
	Iteration 50Q: 3 clusters Score -9351626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 65770 members 
Entering Unmasked Estep 
Score: -9351643.000000 Penalty: 5517.127441
	Iteration 51Q: 3 clusters Score -9351643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 65795 members 
Entering Unmasked Estep 
Score: -9351643.000000 Penalty: 5517.127441
	Iteration 52Q: 3 clusters Score -9351643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -9351647.000000 Penalty: 5517.127441
	Iteration 53Q: 3 clusters Score -9351647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 65840 members 
Entering Unmasked Estep 
Score: -9351646.000000 Penalty: 5517.127441
	Iteration 54Q: 3 clusters Score -9351646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 65856 members 
Entering Unmasked Estep 
Score: -9351664.000000 Penalty: 5517.127441
	Iteration 55Q: 3 clusters Score -9351664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 65878 members 
Entering Unmasked Estep 
Score: -9351665.000000 Penalty: 5517.127441
	Iteration 56Q: 3 clusters Score -9351665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 65897 members 
Entering Unmasked Estep 
Score: -9351669.000000 Penalty: 5517.127441
	Iteration 57Q: 3 clusters Score -9351669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -9351673.000000 Penalty: 5517.127441
	Iteration 58Q: 3 clusters Score -9351673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 65923 members 
Entering Unmasked Estep 
Score: -9351674.000000 Penalty: 5517.127441
	Iteration 59Q: 3 clusters Score -9351674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 65933 members 
Entering Unmasked Estep 
Score: -9351685.000000 Penalty: 5517.127441
	Iteration 60F: 3 clusters Score -9351685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 65942 members 
Entering Unmasked Estep 
Score: -9351677.000000 Penalty: 5517.127441
	Iteration 61Q: 3 clusters Score -9351677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 65950 members 
Entering Unmasked Estep 
Score: -9351682.000000 Penalty: 5517.127441
	Iteration 62Q: 3 clusters Score -9351682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 65956 members 
Entering Unmasked Estep 
Score: -9351687.000000 Penalty: 5517.127441
	Iteration 63Q: 3 clusters Score -9351687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 65965 members 
Entering Unmasked Estep 
Score: -9351675.000000 Penalty: 5517.127441
	Iteration 64Q: 3 clusters Score -9351675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 65977 members 
Entering Unmasked Estep 
Score: -9351691.000000 Penalty: 5517.127441
	Iteration 65Q: 3 clusters Score -9351691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 65987 members 
Entering Unmasked Estep 
Score: -9351691.000000 Penalty: 5517.127441
	Iteration 66Q: 3 clusters Score -9351691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 65998 members 
Entering Unmasked Estep 
Score: -9351699.000000 Penalty: 5517.127441
	Iteration 67Q: 3 clusters Score -9351699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 66007 members 
Entering Unmasked Estep 
Score: -9351702.000000 Penalty: 5517.127441
	Iteration 68Q: 3 clusters Score -9351702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 66009 members 
Entering Unmasked Estep 
Score: -9351705.000000 Penalty: 5517.127441
	Iteration 69Q: 3 clusters Score -9351705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 66010 members 
Entering Unmasked Estep 
Score: -9351698.000000 Penalty: 5517.127441
	Iteration 70Q: 3 clusters Score -9351698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 66011 members 
Entering Unmasked Estep 
Score: -9351700.000000 Penalty: 5517.127441
	Iteration 71Q: 3 clusters Score -9351700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 66012 members 
Entering Unmasked Estep 
Score: -9351702.000000 Penalty: 5517.127441
	Iteration 72Q: 3 clusters Score -9351702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -9351697.000000 Penalty: 5517.127441
	Iteration 73Q: 3 clusters Score -9351697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 66015 members 
Entering Unmasked Estep 
Score: -9351701.000000 Penalty: 5517.127441
	Iteration 74Q: 3 clusters Score -9351701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 66016 members 
Entering Unmasked Estep 
Score: -9351696.000000 Penalty: 5517.127441
	Iteration 75Q: 3 clusters Score -9351696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -9351701.000000 Penalty: 5517.127441
	Iteration 76Q: 3 clusters Score -9351701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 66018 members 
Entering Unmasked Estep 
Score: -9351694.000000 Penalty: 5517.127441
	Iteration 77Q: 3 clusters Score -9351694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 66018 members 
Entering Unmasked Estep 
Score: -9351694.000000 Penalty: 5517.127441
	Iteration 78F: 3 clusters Score -9351694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Entering Unmasked Estep 
Score: -294824.437500 Penalty: 1913.682251
	Iteration 0F: 2 clusters Score -294824.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -292012.156250 Penalty: 3827.364502
	Iteration 0F: 3 clusters Score -292012.2 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -292532.406250 Penalty: 3827.364502
	Iteration 1F: 3 clusters Score -292532.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -292684.625000 Penalty: 3827.364502
	Iteration 2F: 3 clusters Score -292684.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -292763.000000 Penalty: 3827.364502
	Iteration 3Q: 3 clusters Score -292763 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -292820.906250 Penalty: 3827.364502
	Iteration 4Q: 3 clusters Score -292820.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -292873.031250 Penalty: 3827.364502
	Iteration 5Q: 3 clusters Score -292873 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -292933.406250 Penalty: 3827.364502
	Iteration 6Q: 3 clusters Score -292933.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -292977.093750 Penalty: 3827.364502
	Iteration 7Q: 3 clusters Score -292977.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -293013.968750 Penalty: 3827.364502
	Iteration 8Q: 3 clusters Score -293014 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -293051.843750 Penalty: 3827.364502
	Iteration 9Q: 3 clusters Score -293051.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -293099.812500 Penalty: 3827.364502
	Iteration 10Q: 3 clusters Score -293099.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -293138.343750 Penalty: 3827.364502
	Iteration 11Q: 3 clusters Score -293138.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -293159.156250 Penalty: 3827.364502
	Iteration 12Q: 3 clusters Score -293159.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -293178.062500 Penalty: 3827.364502
	Iteration 13Q: 3 clusters Score -293178.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -293201.312500 Penalty: 3827.364502
	Iteration 14Q: 3 clusters Score -293201.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -293221.656250 Penalty: 3827.364502
	Iteration 15Q: 3 clusters Score -293221.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -293240.625000 Penalty: 3827.364502
	Iteration 16Q: 3 clusters Score -293240.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -293263.437500 Penalty: 3827.364502
	Iteration 17Q: 3 clusters Score -293263.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -293286.437500 Penalty: 3827.364502
	Iteration 18Q: 3 clusters Score -293286.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -293297.906250 Penalty: 3827.364502
	Iteration 19Q: 3 clusters Score -293297.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -293306.656250 Penalty: 3827.364502
	Iteration 20F: 3 clusters Score -293306.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -293312.562500 Penalty: 3827.364502
	Iteration 21Q: 3 clusters Score -293312.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -293318.406250 Penalty: 3827.364502
	Iteration 22Q: 3 clusters Score -293318.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -293322.375000 Penalty: 3827.364502
	Iteration 23Q: 3 clusters Score -293322.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -293327.687500 Penalty: 3827.364502
	Iteration 24Q: 3 clusters Score -293327.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -293330.750000 Penalty: 3827.364502
	Iteration 25Q: 3 clusters Score -293330.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -293335.156250 Penalty: 3827.364502
	Iteration 26Q: 3 clusters Score -293335.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -293339.187500 Penalty: 3827.364502
	Iteration 27Q: 3 clusters Score -293339.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -293343.593750 Penalty: 3827.364502
	Iteration 28Q: 3 clusters Score -293343.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -293352.062500 Penalty: 3827.364502
	Iteration 29Q: 3 clusters Score -293352.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -293358.593750 Penalty: 3827.364502
	Iteration 30Q: 3 clusters Score -293358.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -293368.875000 Penalty: 3827.364502
	Iteration 31Q: 3 clusters Score -293368.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -293375.125000 Penalty: 3827.364502
	Iteration 32Q: 3 clusters Score -293375.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -293382.531250 Penalty: 3827.364502
	Iteration 33Q: 3 clusters Score -293382.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -293386.062500 Penalty: 3827.364502
	Iteration 34Q: 3 clusters Score -293386.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -293390.218750 Penalty: 3827.364502
	Iteration 35Q: 3 clusters Score -293390.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -293393.031250 Penalty: 3827.364502
	Iteration 36Q: 3 clusters Score -293393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -293397.000000 Penalty: 3827.364502
	Iteration 37Q: 3 clusters Score -293397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -293398.906250 Penalty: 3827.364502
	Iteration 38Q: 3 clusters Score -293398.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -293400.343750 Penalty: 3827.364502
	Iteration 39Q: 3 clusters Score -293400.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -293403.000000 Penalty: 3827.364502
	Iteration 40F: 3 clusters Score -293403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -293405.281250 Penalty: 3827.364502
	Iteration 41Q: 3 clusters Score -293405.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -293407.656250 Penalty: 3827.364502
	Iteration 42Q: 3 clusters Score -293407.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -293411.375000 Penalty: 3827.364502
	Iteration 43Q: 3 clusters Score -293411.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -293413.500000 Penalty: 3827.364502
	Iteration 44Q: 3 clusters Score -293413.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -293416.312500 Penalty: 3827.364502
	Iteration 45Q: 3 clusters Score -293416.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -293416.312500 Penalty: 3827.364502
	Iteration 46F: 3 clusters Score -293416.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Entering Unmasked Estep 
Score: -5047141.000000 Penalty: 2603.511230
	Iteration 0F: 2 clusters Score -5047141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -5022477.000000 Penalty: 5207.022461
	Iteration 0F: 3 clusters Score -5022477 nChanged 16594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -5031511.500000 Penalty: 5207.022461
	Iteration 1F: 3 clusters Score -5031512 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -5031960.500000 Penalty: 5207.022461
	Iteration 2Q: 3 clusters Score -5031960 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -5032355.500000 Penalty: 5207.022461
	Iteration 3Q: 3 clusters Score -5032356 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -5032753.500000 Penalty: 5207.022461
	Iteration 4Q: 3 clusters Score -5032754 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -5033163.500000 Penalty: 5207.022461
	Iteration 5Q: 3 clusters Score -5033164 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -5033693.500000 Penalty: 5207.022461
	Iteration 6Q: 3 clusters Score -5033694 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -5034442.500000 Penalty: 5207.022461
	Iteration 7Q: 3 clusters Score -5034442 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -5035607.000000 Penalty: 5207.022461
	Iteration 8F: 3 clusters Score -5035607 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -5037299.000000 Penalty: 5207.022461
	Iteration 9F: 3 clusters Score -5037299 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -5039446.500000 Penalty: 5207.022461
	Iteration 10F: 3 clusters Score -5039446 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -5041581.500000 Penalty: 5207.022461
	Iteration 11F: 3 clusters Score -5041582 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -5043130.000000 Penalty: 5207.022461
	Iteration 12Q: 3 clusters Score -5043130 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -5044023.000000 Penalty: 5207.022461
	Iteration 13Q: 3 clusters Score -5044023 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -5044433.000000 Penalty: 5207.022461
	Iteration 14Q: 3 clusters Score -5044433 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -5044640.000000 Penalty: 5207.022461
	Iteration 15Q: 3 clusters Score -5044640 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -5044713.000000 Penalty: 5207.022461
	Iteration 16Q: 3 clusters Score -5044713 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -5044766.500000 Penalty: 5207.022461
	Iteration 17Q: 3 clusters Score -5044766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -5044802.500000 Penalty: 5207.022461
	Iteration 18Q: 3 clusters Score -5044802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -5044815.000000 Penalty: 5207.022461
	Iteration 19Q: 3 clusters Score -5044815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -5044819.500000 Penalty: 5207.022461
	Iteration 20F: 3 clusters Score -5044820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -5044821.500000 Penalty: 5207.022461
	Iteration 21Q: 3 clusters Score -5044822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -5044822.000000 Penalty: 5207.022461
	Iteration 22Q: 3 clusters Score -5044822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -5044822.000000 Penalty: 5207.022461
	Iteration 23F: 3 clusters Score -5044822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Entering Unmasked Estep 
Score: -128592.406250 Penalty: 1712.378174
	Iteration 0F: 2 clusters Score -128592.4 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 483 members 
Entering Unmasked Estep 
Score: -126646.343750 Penalty: 3424.756348
	Iteration 0F: 3 clusters Score -126646.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -126946.742188 Penalty: 3424.756348
	Iteration 1F: 3 clusters Score -126946.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -127099.890625 Penalty: 3424.756348
	Iteration 2F: 3 clusters Score -127099.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -127263.023438 Penalty: 3424.756348
	Iteration 3F: 3 clusters Score -127263 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -127417.031250 Penalty: 3424.756348
	Iteration 4F: 3 clusters Score -127417 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -127599.453125 Penalty: 3424.756348
	Iteration 5F: 3 clusters Score -127599.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -127846.953125 Penalty: 3424.756348
	Iteration 6F: 3 clusters Score -127847 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -128109.593750 Penalty: 3424.756348
	Iteration 7F: 3 clusters Score -128109.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -128188.820312 Penalty: 3424.756348
	Iteration 8Q: 3 clusters Score -128188.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -128224.062500 Penalty: 3424.756348
	Iteration 9Q: 3 clusters Score -128224.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -128241.554688 Penalty: 3424.756348
	Iteration 10Q: 3 clusters Score -128241.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -128249.789062 Penalty: 3424.756348
	Iteration 11Q: 3 clusters Score -128249.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -128256.117188 Penalty: 3424.756348
	Iteration 12Q: 3 clusters Score -128256.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -128257.617188 Penalty: 3424.756348
	Iteration 13Q: 3 clusters Score -128257.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -128257.617188 Penalty: 3424.756348
	Iteration 14F: 3 clusters Score -128257.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Entering Unmasked Estep 
Score: -200845.296875 Penalty: 1827.661011
	Iteration 0F: 2 clusters Score -200845.3 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 798 members 
Entering Unmasked Estep 
Score: -198628.562500 Penalty: 3655.322021
	Iteration 0F: 3 clusters Score -198628.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -199355.921875 Penalty: 3655.322021
	Iteration 1F: 3 clusters Score -199355.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -199551.031250 Penalty: 3655.322021
	Iteration 2F: 3 clusters Score -199551 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -199658.656250 Penalty: 3655.322021
	Iteration 3F: 3 clusters Score -199658.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -199739.718750 Penalty: 3655.322021
	Iteration 4Q: 3 clusters Score -199739.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -199809.546875 Penalty: 3655.322021
	Iteration 5Q: 3 clusters Score -199809.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -199876.828125 Penalty: 3655.322021
	Iteration 6Q: 3 clusters Score -199876.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -199950.062500 Penalty: 3655.322021
	Iteration 7Q: 3 clusters Score -199950.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -200015.828125 Penalty: 3655.322021
	Iteration 8Q: 3 clusters Score -200015.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -200070.593750 Penalty: 3655.322021
	Iteration 9Q: 3 clusters Score -200070.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -200134.265625 Penalty: 3655.322021
	Iteration 10Q: 3 clusters Score -200134.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -200183.296875 Penalty: 3655.322021
	Iteration 11Q: 3 clusters Score -200183.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -200227.015625 Penalty: 3655.322021
	Iteration 12Q: 3 clusters Score -200227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -200273.531250 Penalty: 3655.322021
	Iteration 13Q: 3 clusters Score -200273.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -200317.375000 Penalty: 3655.322021
	Iteration 14Q: 3 clusters Score -200317.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -200354.281250 Penalty: 3655.322021
	Iteration 15Q: 3 clusters Score -200354.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -200400.843750 Penalty: 3655.322021
	Iteration 16Q: 3 clusters Score -200400.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -200425.187500 Penalty: 3655.322021
	Iteration 17Q: 3 clusters Score -200425.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -200432.156250 Penalty: 3655.322021
	Iteration 18Q: 3 clusters Score -200432.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -200438.093750 Penalty: 3655.322021
	Iteration 19Q: 3 clusters Score -200438.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -200445.531250 Penalty: 3655.322021
	Iteration 20F: 3 clusters Score -200445.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -200449.156250 Penalty: 3655.322021
	Iteration 21Q: 3 clusters Score -200449.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -200450.796875 Penalty: 3655.322021
	Iteration 22Q: 3 clusters Score -200450.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -200450.796875 Penalty: 3655.322021
	Iteration 23F: 3 clusters Score -200450.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -70828.039062 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -70828.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69269.703125 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -69269.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -69484.851562 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -69484.85 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69551.492188 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -69551.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -69574.914062 Penalty: 3156.062012
	Iteration 3Q: 3 clusters Score -69574.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69591.132812 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -69591.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -69601.523438 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -69601.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -69607.765625 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -69607.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69608.992188 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -69608.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69608.992188 Penalty: 3156.062012
	Iteration 8F: 3 clusters Score -69608.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (177128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177128 members 
Entering Unmasked Estep 
Score: -24360212.000000 Penalty: 2996.987793
	Iteration 0F: 2 clusters Score -2.436021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88746 members 
Mstep: Class 2 contains 88382 members 
Entering Unmasked Estep 
Score: -24246908.000000 Penalty: 5993.975586
	Iteration 0F: 3 clusters Score -2.424691e+07 nChanged 85098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91460 members 
Mstep: Class 2 contains 85668 members 
Entering Unmasked Estep 
Score: -24296282.000000 Penalty: 5993.975586
	Iteration 1F: 3 clusters Score -2.429628e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93468 members 
Mstep: Class 2 contains 83660 members 
Entering Unmasked Estep 
Score: -24297614.000000 Penalty: 5993.975586
	Iteration 2Q: 3 clusters Score -2.429761e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96699 members 
Mstep: Class 2 contains 80429 members 
Entering Unmasked Estep 
Score: -24299526.000000 Penalty: 5993.975586
	Iteration 3Q: 3 clusters Score -2.429953e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101639 members 
Mstep: Class 2 contains 75489 members 
Entering Unmasked Estep 
Score: -24302734.000000 Penalty: 5993.975586
	Iteration 4Q: 3 clusters Score -2.430273e+07 nChanged 9813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108796 members 
Mstep: Class 2 contains 68332 members 
Entering Unmasked Estep 
Score: -24308174.000000 Penalty: 5993.975586
	Iteration 5F: 3 clusters Score -2.430817e+07 nChanged 11862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118036 members 
Mstep: Class 2 contains 59092 members 
Entering Unmasked Estep 
Score: -24316458.000000 Penalty: 5993.975586
	Iteration 6F: 3 clusters Score -2.431646e+07 nChanged 12779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127957 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -24327090.000000 Penalty: 5993.975586
	Iteration 7F: 3 clusters Score -2.432709e+07 nChanged 11778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136513 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -24337272.000000 Penalty: 5993.975586
	Iteration 8F: 3 clusters Score -2.433727e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142554 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -24344060.000000 Penalty: 5993.975586
	Iteration 9F: 3 clusters Score -2.434406e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146992 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -24347760.000000 Penalty: 5993.975586
	Iteration 10Q: 3 clusters Score -2.434776e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151028 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -24349878.000000 Penalty: 5993.975586
	Iteration 11Q: 3 clusters Score -2.434988e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154773 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -24351712.000000 Penalty: 5993.975586
	Iteration 12Q: 3 clusters Score -2.435171e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158324 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -24353164.000000 Penalty: 5993.975586
	Iteration 13Q: 3 clusters Score -2.435316e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161565 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -24354402.000000 Penalty: 5993.975586
	Iteration 14Q: 3 clusters Score -2.43544e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164510 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -24355378.000000 Penalty: 5993.975586
	Iteration 15Q: 3 clusters Score -2.435538e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167057 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -24356088.000000 Penalty: 5993.975586
	Iteration 16Q: 3 clusters Score -2.435609e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169227 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -24356692.000000 Penalty: 5993.975586
	Iteration 17Q: 3 clusters Score -2.435669e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170945 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -24357242.000000 Penalty: 5993.975586
	Iteration 18Q: 3 clusters Score -2.435724e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172299 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -24357556.000000 Penalty: 5993.975586
	Iteration 19Q: 3 clusters Score -2.435756e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173279 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -24357858.000000 Penalty: 5993.975586
	Iteration 20F: 3 clusters Score -2.435786e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173998 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -24358032.000000 Penalty: 5993.975586
	Iteration 21Q: 3 clusters Score -2.435803e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174498 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -24358094.000000 Penalty: 5993.975586
	Iteration 22Q: 3 clusters Score -2.435809e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174860 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -24358102.000000 Penalty: 5993.975586
	Iteration 23Q: 3 clusters Score -2.43581e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175123 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -24358122.000000 Penalty: 5993.975586
	Iteration 24Q: 3 clusters Score -2.435812e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175318 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -24358188.000000 Penalty: 5993.975586
	Iteration 25Q: 3 clusters Score -2.435819e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175469 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -24358216.000000 Penalty: 5993.975586
	Iteration 26Q: 3 clusters Score -2.435822e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175584 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -24358240.000000 Penalty: 5993.975586
	Iteration 27Q: 3 clusters Score -2.435824e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175669 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -24358226.000000 Penalty: 5993.975586
	Iteration 28Q: 3 clusters Score -2.435823e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175741 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -24358228.000000 Penalty: 5993.975586
	Iteration 29Q: 3 clusters Score -2.435823e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175794 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -24358238.000000 Penalty: 5993.975586
	Iteration 30Q: 3 clusters Score -2.435824e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175831 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -24358280.000000 Penalty: 5993.975586
	Iteration 31Q: 3 clusters Score -2.435828e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175865 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -24358262.000000 Penalty: 5993.975586
	Iteration 32Q: 3 clusters Score -2.435826e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175894 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -24358284.000000 Penalty: 5993.975586
	Iteration 33Q: 3 clusters Score -2.435828e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175921 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -24358292.000000 Penalty: 5993.975586
	Iteration 34Q: 3 clusters Score -2.435829e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175938 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -24358262.000000 Penalty: 5993.975586
	Iteration 35Q: 3 clusters Score -2.435826e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175955 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -24358266.000000 Penalty: 5993.975586
	Iteration 36Q: 3 clusters Score -2.435827e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175967 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -24358278.000000 Penalty: 5993.975586
	Iteration 37Q: 3 clusters Score -2.435828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175977 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -24358276.000000 Penalty: 5993.975586
	Iteration 38Q: 3 clusters Score -2.435828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175985 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -24358266.000000 Penalty: 5993.975586
	Iteration 39Q: 3 clusters Score -2.435827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175987 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -24358276.000000 Penalty: 5993.975586
	Iteration 40F: 3 clusters Score -2.435828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175987 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -24358274.000000 Penalty: 5993.975586
	Iteration 41Q: 3 clusters Score -2.435827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175988 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -24358284.000000 Penalty: 5993.975586
	Iteration 42Q: 3 clusters Score -2.435828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175989 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -24358278.000000 Penalty: 5993.975586
	Iteration 43Q: 3 clusters Score -2.435828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175988 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -24358268.000000 Penalty: 5993.975586
	Iteration 44Q: 3 clusters Score -2.435827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175988 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -24358274.000000 Penalty: 5993.975586
	Iteration 45Q: 3 clusters Score -2.435827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175991 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -24358282.000000 Penalty: 5993.975586
	Iteration 46Q: 3 clusters Score -2.435828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175995 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -24358292.000000 Penalty: 5993.975586
	Iteration 47Q: 3 clusters Score -2.435829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176000 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -24358284.000000 Penalty: 5993.975586
	Iteration 48Q: 3 clusters Score -2.435828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176008 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -24358276.000000 Penalty: 5993.975586
	Iteration 49Q: 3 clusters Score -2.435828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176011 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -24358264.000000 Penalty: 5993.975586
	Iteration 50Q: 3 clusters Score -2.435826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176012 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -24358252.000000 Penalty: 5993.975586
	Iteration 51Q: 3 clusters Score -2.435825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176014 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -24358266.000000 Penalty: 5993.975586
	Iteration 52Q: 3 clusters Score -2.435827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176017 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -24358244.000000 Penalty: 5993.975586
	Iteration 53Q: 3 clusters Score -2.435824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176018 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -24358252.000000 Penalty: 5993.975586
	Iteration 54Q: 3 clusters Score -2.435825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176018 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -24358252.000000 Penalty: 5993.975586
	Iteration 55F: 3 clusters Score -2.435825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Entering Unmasked Estep 
Score: -4207988.500000 Penalty: 2557.750244
	Iteration 0F: 2 clusters Score -4207988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -4187455.250000 Penalty: 5115.500488
	Iteration 0F: 3 clusters Score -4187455 nChanged 13278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -4194753.500000 Penalty: 5115.500488
	Iteration 1F: 3 clusters Score -4194754 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -4195264.500000 Penalty: 5115.500488
	Iteration 2Q: 3 clusters Score -4195264 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -4195748.000000 Penalty: 5115.500488
	Iteration 3Q: 3 clusters Score -4195748 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -4196216.500000 Penalty: 5115.500488
	Iteration 4Q: 3 clusters Score -4196216 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -4196823.000000 Penalty: 5115.500488
	Iteration 5Q: 3 clusters Score -4196823 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -4197659.500000 Penalty: 5115.500488
	Iteration 6F: 3 clusters Score -4197660 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -4198729.500000 Penalty: 5115.500488
	Iteration 7F: 3 clusters Score -4198730 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -4200025.500000 Penalty: 5115.500488
	Iteration 8F: 3 clusters Score -4200026 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -4201529.500000 Penalty: 5115.500488
	Iteration 9F: 3 clusters Score -4201530 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -4202930.500000 Penalty: 5115.500488
	Iteration 10F: 3 clusters Score -4202930 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -4203751.000000 Penalty: 5115.500488
	Iteration 11Q: 3 clusters Score -4203751 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -4204133.000000 Penalty: 5115.500488
	Iteration 12Q: 3 clusters Score -4204133 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -4204310.000000 Penalty: 5115.500488
	Iteration 13Q: 3 clusters Score -4204310 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -4204439.000000 Penalty: 5115.500488
	Iteration 14Q: 3 clusters Score -4204439 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -4204554.000000 Penalty: 5115.500488
	Iteration 15Q: 3 clusters Score -4204554 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -4204633.500000 Penalty: 5115.500488
	Iteration 16Q: 3 clusters Score -4204634 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -4204721.500000 Penalty: 5115.500488
	Iteration 17Q: 3 clusters Score -4204722 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -4204790.500000 Penalty: 5115.500488
	Iteration 18Q: 3 clusters Score -4204790 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -4204852.500000 Penalty: 5115.500488
	Iteration 19Q: 3 clusters Score -4204852 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -4204901.000000 Penalty: 5115.500488
	Iteration 20F: 3 clusters Score -4204901 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -4204975.500000 Penalty: 5115.500488
	Iteration 21Q: 3 clusters Score -4204976 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -4205033.000000 Penalty: 5115.500488
	Iteration 22Q: 3 clusters Score -4205033 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -4205075.500000 Penalty: 5115.500488
	Iteration 23Q: 3 clusters Score -4205076 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -4205120.500000 Penalty: 5115.500488
	Iteration 24Q: 3 clusters Score -4205120 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -4205158.500000 Penalty: 5115.500488
	Iteration 25Q: 3 clusters Score -4205158 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -4205187.000000 Penalty: 5115.500488
	Iteration 26Q: 3 clusters Score -4205187 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -4205215.000000 Penalty: 5115.500488
	Iteration 27Q: 3 clusters Score -4205215 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -4205260.000000 Penalty: 5115.500488
	Iteration 28Q: 3 clusters Score -4205260 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -4205303.500000 Penalty: 5115.500488
	Iteration 29Q: 3 clusters Score -4205304 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -4205333.000000 Penalty: 5115.500488
	Iteration 30Q: 3 clusters Score -4205333 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -4205350.500000 Penalty: 5115.500488
	Iteration 31Q: 3 clusters Score -4205350 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -4205377.000000 Penalty: 5115.500488
	Iteration 32Q: 3 clusters Score -4205377 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -4205401.500000 Penalty: 5115.500488
	Iteration 33Q: 3 clusters Score -4205402 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -4205428.500000 Penalty: 5115.500488
	Iteration 34Q: 3 clusters Score -4205428 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -4205456.000000 Penalty: 5115.500488
	Iteration 35Q: 3 clusters Score -4205456 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -4205483.500000 Penalty: 5115.500488
	Iteration 36Q: 3 clusters Score -4205484 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -4205500.000000 Penalty: 5115.500488
	Iteration 37Q: 3 clusters Score -4205500 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -4205526.500000 Penalty: 5115.500488
	Iteration 38Q: 3 clusters Score -4205526 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -4205542.500000 Penalty: 5115.500488
	Iteration 39Q: 3 clusters Score -4205542 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -4205550.000000 Penalty: 5115.500488
	Iteration 40F: 3 clusters Score -4205550 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -4205571.000000 Penalty: 5115.500488
	Iteration 41Q: 3 clusters Score -4205571 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -4205599.000000 Penalty: 5115.500488
	Iteration 42Q: 3 clusters Score -4205599 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -4205614.500000 Penalty: 5115.500488
	Iteration 43Q: 3 clusters Score -4205614 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -4205636.000000 Penalty: 5115.500488
	Iteration 44Q: 3 clusters Score -4205636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -4205642.000000 Penalty: 5115.500488
	Iteration 45Q: 3 clusters Score -4205642 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -4205663.000000 Penalty: 5115.500488
	Iteration 46Q: 3 clusters Score -4205663 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -4205685.000000 Penalty: 5115.500488
	Iteration 47Q: 3 clusters Score -4205685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -4205694.500000 Penalty: 5115.500488
	Iteration 48Q: 3 clusters Score -4205694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -4205704.500000 Penalty: 5115.500488
	Iteration 49Q: 3 clusters Score -4205704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -4205708.500000 Penalty: 5115.500488
	Iteration 50Q: 3 clusters Score -4205708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -4205714.000000 Penalty: 5115.500488
	Iteration 51Q: 3 clusters Score -4205714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -4205728.000000 Penalty: 5115.500488
	Iteration 52Q: 3 clusters Score -4205728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -4205736.000000 Penalty: 5115.500488
	Iteration 53Q: 3 clusters Score -4205736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -4205753.000000 Penalty: 5115.500488
	Iteration 54Q: 3 clusters Score -4205753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -4205755.000000 Penalty: 5115.500488
	Iteration 55Q: 3 clusters Score -4205755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -4205764.500000 Penalty: 5115.500488
	Iteration 56Q: 3 clusters Score -4205764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -4205767.500000 Penalty: 5115.500488
	Iteration 57Q: 3 clusters Score -4205768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -4205768.000000 Penalty: 5115.500488
	Iteration 58Q: 3 clusters Score -4205768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -4205782.000000 Penalty: 5115.500488
	Iteration 59Q: 3 clusters Score -4205782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -4205785.500000 Penalty: 5115.500488
	Iteration 60F: 3 clusters Score -4205786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -4205797.000000 Penalty: 5115.500488
	Iteration 61Q: 3 clusters Score -4205797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -4205808.000000 Penalty: 5115.500488
	Iteration 62Q: 3 clusters Score -4205808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -4205813.500000 Penalty: 5115.500488
	Iteration 63Q: 3 clusters Score -4205814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -4205813.000000 Penalty: 5115.500488
	Iteration 64Q: 3 clusters Score -4205813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -4205824.500000 Penalty: 5115.500488
	Iteration 65Q: 3 clusters Score -4205824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -4205834.000000 Penalty: 5115.500488
	Iteration 66Q: 3 clusters Score -4205834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -4205835.500000 Penalty: 5115.500488
	Iteration 67Q: 3 clusters Score -4205836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -4205836.500000 Penalty: 5115.500488
	Iteration 68Q: 3 clusters Score -4205836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -4205840.000000 Penalty: 5115.500488
	Iteration 69Q: 3 clusters Score -4205840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -4205844.500000 Penalty: 5115.500488
	Iteration 70Q: 3 clusters Score -4205844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -4205849.000000 Penalty: 5115.500488
	Iteration 71Q: 3 clusters Score -4205849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -4205845.000000 Penalty: 5115.500488
	Iteration 72Q: 3 clusters Score -4205845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -4205847.000000 Penalty: 5115.500488
	Iteration 73Q: 3 clusters Score -4205847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -4205847.000000 Penalty: 5115.500488
	Iteration 74F: 3 clusters Score -4205847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -62964.542969 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -62964.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61488.765625 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -61488.77 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61909.769531 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -61909.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -62073.378906 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -62073.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -62171.933594 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -62171.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -62227.015625 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -62227.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -62258.257812 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -62258.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62283.257812 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -62283.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62295.394531 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -62295.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -62312.804688 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -62312.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -62319.636719 Penalty: 3121.535889
	Iteration 9Q: 3 clusters Score -62319.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -62324.015625 Penalty: 3121.535889
	Iteration 10Q: 3 clusters Score -62324.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -62326.058594 Penalty: 3121.535889
	Iteration 11Q: 3 clusters Score -62326.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62328.507812 Penalty: 3121.535889
	Iteration 12Q: 3 clusters Score -62328.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62334.507812 Penalty: 3121.535889
	Iteration 13Q: 3 clusters Score -62334.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62334.507812 Penalty: 3121.535889
	Iteration 14F: 3 clusters Score -62334.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Entering Unmasked Estep 
Score: -1967060.625000 Penalty: 2369.022461
	Iteration 0F: 2 clusters Score -1967061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1956797.125000 Penalty: 4738.044922
	Iteration 0F: 3 clusters Score -1956797 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1960036.375000 Penalty: 4738.044922
	Iteration 1F: 3 clusters Score -1960036 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1960296.375000 Penalty: 4738.044922
	Iteration 2F: 3 clusters Score -1960296 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1960486.250000 Penalty: 4738.044922
	Iteration 3Q: 3 clusters Score -1960486 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1960653.625000 Penalty: 4738.044922
	Iteration 4Q: 3 clusters Score -1960654 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1960789.250000 Penalty: 4738.044922
	Iteration 5Q: 3 clusters Score -1960789 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1960908.250000 Penalty: 4738.044922
	Iteration 6Q: 3 clusters Score -1960908 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1961030.625000 Penalty: 4738.044922
	Iteration 7Q: 3 clusters Score -1961031 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1961150.000000 Penalty: 4738.044922
	Iteration 8Q: 3 clusters Score -1961150 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1961285.250000 Penalty: 4738.044922
	Iteration 9Q: 3 clusters Score -1961285 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1961435.375000 Penalty: 4738.044922
	Iteration 10Q: 3 clusters Score -1961435 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1961601.750000 Penalty: 4738.044922
	Iteration 11Q: 3 clusters Score -1961602 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1961808.375000 Penalty: 4738.044922
	Iteration 12Q: 3 clusters Score -1961808 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1962078.375000 Penalty: 4738.044922
	Iteration 13Q: 3 clusters Score -1962078 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1962344.500000 Penalty: 4738.044922
	Iteration 14Q: 3 clusters Score -1962344 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1962625.375000 Penalty: 4738.044922
	Iteration 15Q: 3 clusters Score -1962625 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1962875.875000 Penalty: 4738.044922
	Iteration 16Q: 3 clusters Score -1962876 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1963113.000000 Penalty: 4738.044922
	Iteration 17Q: 3 clusters Score -1963113 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1963299.875000 Penalty: 4738.044922
	Iteration 18Q: 3 clusters Score -1963300 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1963461.375000 Penalty: 4738.044922
	Iteration 19Q: 3 clusters Score -1963461 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1963623.250000 Penalty: 4738.044922
	Iteration 20F: 3 clusters Score -1963623 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1963763.625000 Penalty: 4738.044922
	Iteration 21Q: 3 clusters Score -1963764 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1963898.375000 Penalty: 4738.044922
	Iteration 22Q: 3 clusters Score -1963898 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1964018.500000 Penalty: 4738.044922
	Iteration 23Q: 3 clusters Score -1964018 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1964160.125000 Penalty: 4738.044922
	Iteration 24Q: 3 clusters Score -1964160 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1964298.375000 Penalty: 4738.044922
	Iteration 25Q: 3 clusters Score -1964298 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1964424.375000 Penalty: 4738.044922
	Iteration 26Q: 3 clusters Score -1964424 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1964532.500000 Penalty: 4738.044922
	Iteration 27Q: 3 clusters Score -1964532 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1964596.750000 Penalty: 4738.044922
	Iteration 28Q: 3 clusters Score -1964597 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1964637.125000 Penalty: 4738.044922
	Iteration 29Q: 3 clusters Score -1964637 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1964672.000000 Penalty: 4738.044922
	Iteration 30Q: 3 clusters Score -1964672 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1964697.250000 Penalty: 4738.044922
	Iteration 31Q: 3 clusters Score -1964697 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1964725.000000 Penalty: 4738.044922
	Iteration 32Q: 3 clusters Score -1964725 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1964756.500000 Penalty: 4738.044922
	Iteration 33Q: 3 clusters Score -1964756 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1964778.375000 Penalty: 4738.044922
	Iteration 34Q: 3 clusters Score -1964778 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1964792.250000 Penalty: 4738.044922
	Iteration 35Q: 3 clusters Score -1964792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1964802.625000 Penalty: 4738.044922
	Iteration 36Q: 3 clusters Score -1964803 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1964817.125000 Penalty: 4738.044922
	Iteration 37Q: 3 clusters Score -1964817 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1964830.875000 Penalty: 4738.044922
	Iteration 38Q: 3 clusters Score -1964831 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1964849.375000 Penalty: 4738.044922
	Iteration 39Q: 3 clusters Score -1964849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1964858.000000 Penalty: 4738.044922
	Iteration 40F: 3 clusters Score -1964858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1964871.750000 Penalty: 4738.044922
	Iteration 41Q: 3 clusters Score -1964872 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1964888.750000 Penalty: 4738.044922
	Iteration 42Q: 3 clusters Score -1964889 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1964909.625000 Penalty: 4738.044922
	Iteration 43Q: 3 clusters Score -1964910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1964926.250000 Penalty: 4738.044922
	Iteration 44Q: 3 clusters Score -1964926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1964939.000000 Penalty: 4738.044922
	Iteration 45Q: 3 clusters Score -1964939 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1964956.750000 Penalty: 4738.044922
	Iteration 46Q: 3 clusters Score -1964957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1964970.750000 Penalty: 4738.044922
	Iteration 47Q: 3 clusters Score -1964971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1964982.875000 Penalty: 4738.044922
	Iteration 48Q: 3 clusters Score -1964983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1964988.000000 Penalty: 4738.044922
	Iteration 49Q: 3 clusters Score -1964988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1964999.625000 Penalty: 4738.044922
	Iteration 50Q: 3 clusters Score -1965000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1965007.875000 Penalty: 4738.044922
	Iteration 51Q: 3 clusters Score -1965008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1965013.250000 Penalty: 4738.044922
	Iteration 52Q: 3 clusters Score -1965013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1965016.625000 Penalty: 4738.044922
	Iteration 53Q: 3 clusters Score -1965017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1965026.625000 Penalty: 4738.044922
	Iteration 54Q: 3 clusters Score -1965027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1965033.750000 Penalty: 4738.044922
	Iteration 55Q: 3 clusters Score -1965034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1965030.750000 Penalty: 4738.044922
	Iteration 56Q: 3 clusters Score -1965031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1965038.375000 Penalty: 4738.044922
	Iteration 57Q: 3 clusters Score -1965038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1965037.625000 Penalty: 4738.044922
	Iteration 58Q: 3 clusters Score -1965038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1965042.250000 Penalty: 4738.044922
	Iteration 59Q: 3 clusters Score -1965042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1965047.375000 Penalty: 4738.044922
	Iteration 60F: 3 clusters Score -1965047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1965046.625000 Penalty: 4738.044922
	Iteration 61Q: 3 clusters Score -1965047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1965046.625000 Penalty: 4738.044922
	Iteration 62Q: 3 clusters Score -1965047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1965048.750000 Penalty: 4738.044922
	Iteration 63Q: 3 clusters Score -1965049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1965050.625000 Penalty: 4738.044922
	Iteration 64Q: 3 clusters Score -1965051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1965054.000000 Penalty: 4738.044922
	Iteration 65Q: 3 clusters Score -1965054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1965053.250000 Penalty: 4738.044922
	Iteration 66Q: 3 clusters Score -1965053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1965053.875000 Penalty: 4738.044922
	Iteration 67Q: 3 clusters Score -1965054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1965055.500000 Penalty: 4738.044922
	Iteration 68Q: 3 clusters Score -1965056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1965060.250000 Penalty: 4738.044922
	Iteration 69Q: 3 clusters Score -1965060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1965060.625000 Penalty: 4738.044922
	Iteration 70Q: 3 clusters Score -1965061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1965061.875000 Penalty: 4738.044922
	Iteration 71Q: 3 clusters Score -1965062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1965063.000000 Penalty: 4738.044922
	Iteration 72Q: 3 clusters Score -1965063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1965064.625000 Penalty: 4738.044922
	Iteration 73Q: 3 clusters Score -1965065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1965066.250000 Penalty: 4738.044922
	Iteration 74Q: 3 clusters Score -1965066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1965068.000000 Penalty: 4738.044922
	Iteration 75Q: 3 clusters Score -1965068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1965068.000000 Penalty: 4738.044922
	Iteration 76Q: 3 clusters Score -1965068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1965067.125000 Penalty: 4738.044922
	Iteration 77Q: 3 clusters Score -1965067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1965070.750000 Penalty: 4738.044922
	Iteration 78Q: 3 clusters Score -1965071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1965071.375000 Penalty: 4738.044922
	Iteration 79Q: 3 clusters Score -1965071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1965071.625000 Penalty: 4738.044922
	Iteration 80F: 3 clusters Score -1965072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1965073.625000 Penalty: 4738.044922
	Iteration 81Q: 3 clusters Score -1965074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1965072.625000 Penalty: 4738.044922
	Iteration 82Q: 3 clusters Score -1965073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1965072.625000 Penalty: 4738.044922
	Iteration 83Q: 3 clusters Score -1965073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1965073.875000 Penalty: 4738.044922
	Iteration 84Q: 3 clusters Score -1965074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1965076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1965076.125000 Penalty: 4738.044922
	Iteration 86F: 3 clusters Score -1965076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 174587 members 
Mstep: Class 3 contains 20646 members 
Mstep: Class 4 contains 57379 members 
Mstep: Class 5 contains 6704 members 
Mstep: Class 6 contains 13164 members 
Mstep: Class 7 contains 202638 members 
Mstep: Class 8 contains 67727 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 36244 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 177128 members 
Mstep: Class 17 contains 30137 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 23 contains 14080 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 159Q: 18 clusters Score -1.160757e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 174586 members 
Mstep: Class 3 contains 20651 members 
Mstep: Class 4 contains 57366 members 
Mstep: Class 5 contains 6702 members 
Mstep: Class 6 contains 13172 members 
Mstep: Class 7 contains 202572 members 
Mstep: Class 8 contains 67720 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 36254 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177171 members 
Mstep: Class 17 contains 30131 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14110 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 18 clusters Score -1.160759e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51839 members 
Mstep: Class 2 contains 174557 members 
Mstep: Class 3 contains 20643 members 
Mstep: Class 4 contains 57360 members 
Mstep: Class 5 contains 6695 members 
Mstep: Class 6 contains 13174 members 
Mstep: Class 7 contains 202551 members 
Mstep: Class 8 contains 67713 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 36263 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177188 members 
Mstep: Class 17 contains 30132 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14151 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 18 clusters Score -1.16076e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 174532 members 
Mstep: Class 3 contains 20632 members 
Mstep: Class 4 contains 57354 members 
Mstep: Class 5 contains 6694 members 
Mstep: Class 6 contains 13182 members 
Mstep: Class 7 contains 202505 members 
Mstep: Class 8 contains 67704 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 36272 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177226 members 
Mstep: Class 17 contains 30141 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14190 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 18 clusters Score -1.16076e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 174494 members 
Mstep: Class 3 contains 20629 members 
Mstep: Class 4 contains 57351 members 
Mstep: Class 5 contains 6692 members 
Mstep: Class 6 contains 13192 members 
Mstep: Class 7 contains 202453 members 
Mstep: Class 8 contains 67683 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 36286 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177275 members 
Mstep: Class 17 contains 30147 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14233 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 163Q: 18 clusters Score -1.16076e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51828 members 
Mstep: Class 2 contains 174474 members 
Mstep: Class 3 contains 20623 members 
Mstep: Class 4 contains 57346 members 
Mstep: Class 5 contains 6691 members 
Mstep: Class 6 contains 13194 members 
Mstep: Class 7 contains 202432 members 
Mstep: Class 8 contains 67659 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 36302 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177306 members 
Mstep: Class 17 contains 30149 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14261 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 18 clusters Score -1.160762e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 174459 members 
Mstep: Class 3 contains 20615 members 
Mstep: Class 4 contains 57334 members 
Mstep: Class 5 contains 6689 members 
Mstep: Class 6 contains 13198 members 
Mstep: Class 7 contains 202410 members 
Mstep: Class 8 contains 67634 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 36323 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177329 members 
Mstep: Class 17 contains 30143 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14298 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 165Q: 18 clusters Score -1.16076e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51841 members 
Mstep: Class 2 contains 174414 members 
Mstep: Class 3 contains 20616 members 
Mstep: Class 4 contains 57321 members 
Mstep: Class 5 contains 6686 members 
Mstep: Class 6 contains 13201 members 
Mstep: Class 7 contains 202401 members 
Mstep: Class 8 contains 67615 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 36346 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177363 members 
Mstep: Class 17 contains 30143 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075992.000000 Penalty: 57601.605469
Iteration 166Q: 18 clusters Score -1.16076e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51840 members 
Mstep: Class 2 contains 174380 members 
Mstep: Class 3 contains 20615 members 
Mstep: Class 4 contains 57294 members 
Mstep: Class 5 contains 6688 members 
Mstep: Class 6 contains 13208 members 
Mstep: Class 7 contains 202404 members 
Mstep: Class 8 contains 67599 members 
Mstep: Class 9 contains 2243 members 
Mstep: Class 10 contains 36369 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177383 members 
Mstep: Class 17 contains 30147 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 167Q: 18 clusters Score -1.16076e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51837 members 
Mstep: Class 2 contains 174342 members 
Mstep: Class 3 contains 20608 members 
Mstep: Class 4 contains 57285 members 
Mstep: Class 5 contains 6685 members 
Mstep: Class 6 contains 13209 members 
Mstep: Class 7 contains 202426 members 
Mstep: Class 8 contains 67586 members 
Mstep: Class 9 contains 2243 members 
Mstep: Class 10 contains 36389 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177397 members 
Mstep: Class 17 contains 30157 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14347 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 168Q: 18 clusters Score -1.160762e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 174302 members 
Mstep: Class 3 contains 20597 members 
Mstep: Class 4 contains 57273 members 
Mstep: Class 5 contains 6682 members 
Mstep: Class 6 contains 13215 members 
Mstep: Class 7 contains 202422 members 
Mstep: Class 8 contains 67577 members 
Mstep: Class 9 contains 2243 members 
Mstep: Class 10 contains 36403 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177431 members 
Mstep: Class 17 contains 30159 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14363 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 169Q: 18 clusters Score -1.160762e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 174224 members 
Mstep: Class 3 contains 20596 members 
Mstep: Class 4 contains 57269 members 
Mstep: Class 5 contains 6679 members 
Mstep: Class 6 contains 13215 members 
Mstep: Class 7 contains 202455 members 
Mstep: Class 8 contains 67570 members 
Mstep: Class 9 contains 2243 members 
Mstep: Class 10 contains 36418 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 177470 members 
Mstep: Class 17 contains 30163 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075968.000000 Penalty: 57601.605469
Iteration 170Q: 18 clusters Score -1.16076e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 174180 members 
Mstep: Class 3 contains 20595 members 
Mstep: Class 4 contains 57262 members 
Mstep: Class 5 contains 6679 members 
Mstep: Class 6 contains 13218 members 
Mstep: Class 7 contains 202468 members 
Mstep: Class 8 contains 67563 members 
Mstep: Class 9 contains 2243 members 
Mstep: Class 10 contains 36435 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 177481 members 
Mstep: Class 17 contains 30170 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076056.000000 Penalty: 57601.605469
Iteration 171Q: 18 clusters Score -1.160761e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 174127 members 
Mstep: Class 3 contains 20592 members 
Mstep: Class 4 contains 57257 members 
Mstep: Class 5 contains 6677 members 
Mstep: Class 6 contains 13223 members 
Mstep: Class 7 contains 202495 members 
Mstep: Class 8 contains 67553 members 
Mstep: Class 9 contains 2243 members 
Mstep: Class 10 contains 36448 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 177507 members 
Mstep: Class 17 contains 30176 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075984.000000 Penalty: 57601.605469
Iteration 172Q: 18 clusters Score -1.16076e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 174098 members 
Mstep: Class 3 contains 20590 members 
Mstep: Class 4 contains 57252 members 
Mstep: Class 5 contains 6677 members 
Mstep: Class 6 contains 13222 members 
Mstep: Class 7 contains 202509 members 
Mstep: Class 8 contains 67541 members 
Mstep: Class 9 contains 2243 members 
Mstep: Class 10 contains 36456 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 177525 members 
Mstep: Class 17 contains 30180 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076000.000000 Penalty: 57601.605469
Iteration 173Q: 18 clusters Score -1.16076e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 174070 members 
Mstep: Class 3 contains 20589 members 
Mstep: Class 4 contains 57251 members 
Mstep: Class 5 contains 6677 members 
Mstep: Class 6 contains 13225 members 
Mstep: Class 7 contains 202518 members 
Mstep: Class 8 contains 67529 members 
Mstep: Class 9 contains 2243 members 
Mstep: Class 10 contains 36463 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177535 members 
Mstep: Class 17 contains 30182 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076032.000000 Penalty: 57601.605469
Iteration 174Q: 18 clusters Score -1.16076e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 174059 members 
Mstep: Class 3 contains 20590 members 
Mstep: Class 4 contains 57236 members 
Mstep: Class 5 contains 6677 members 
Mstep: Class 6 contains 13227 members 
Mstep: Class 7 contains 202517 members 
Mstep: Class 8 contains 67521 members 
Mstep: Class 9 contains 2243 members 
Mstep: Class 10 contains 36465 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177535 members 
Mstep: Class 17 contains 30187 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076056.000000 Penalty: 57601.605469
Iteration 175Q: 18 clusters Score -1.160761e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 174035 members 
Mstep: Class 3 contains 20592 members 
Mstep: Class 4 contains 57227 members 
Mstep: Class 5 contains 6677 members 
Mstep: Class 6 contains 13228 members 
Mstep: Class 7 contains 202524 members 
Mstep: Class 8 contains 67522 members 
Mstep: Class 9 contains 2243 members 
Mstep: Class 10 contains 36467 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177545 members 
Mstep: Class 17 contains 30181 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075984.000000 Penalty: 57601.605469
Iteration 176Q: 18 clusters Score -1.16076e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 174005 members 
Mstep: Class 3 contains 20590 members 
Mstep: Class 4 contains 57232 members 
Mstep: Class 5 contains 6676 members 
Mstep: Class 6 contains 13226 members 
Mstep: Class 7 contains 202527 members 
Mstep: Class 8 contains 67512 members 
Mstep: Class 9 contains 2243 members 
Mstep: Class 10 contains 36486 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177546 members 
Mstep: Class 17 contains 30169 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076072.000000 Penalty: 57601.605469
Iteration 177Q: 18 clusters Score -1.160761e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 173977 members 
Mstep: Class 3 contains 20589 members 
Mstep: Class 4 contains 57231 members 
Mstep: Class 5 contains 6674 members 
Mstep: Class 6 contains 13227 members 
Mstep: Class 7 contains 202543 members 
Mstep: Class 8 contains 67502 members 
Mstep: Class 9 contains 2243 members 
Mstep: Class 10 contains 36498 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177546 members 
Mstep: Class 17 contains 30171 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076104.000000 Penalty: 57601.605469
Iteration 178Q: 18 clusters Score -1.160761e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 173940 members 
Mstep: Class 3 contains 20594 members 
Mstep: Class 4 contains 57232 members 
Mstep: Class 5 contains 6675 members 
Mstep: Class 6 contains 13229 members 
Mstep: Class 7 contains 202546 members 
Mstep: Class 8 contains 67511 members 
Mstep: Class 9 contains 2242 members 
Mstep: Class 10 contains 36513 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177529 members 
Mstep: Class 17 contains 30176 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076064.000000 Penalty: 57601.605469
Iteration 179Q: 18 clusters Score -1.160761e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 173914 members 
Mstep: Class 3 contains 20598 members 
Mstep: Class 4 contains 57227 members 
Mstep: Class 5 contains 6675 members 
Mstep: Class 6 contains 13233 members 
Mstep: Class 7 contains 202535 members 
Mstep: Class 8 contains 67513 members 
Mstep: Class 9 contains 2242 members 
Mstep: Class 10 contains 36514 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177528 members 
Mstep: Class 17 contains 30181 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076272.000000 Penalty: 57601.605469
Iteration 180F: 18 clusters Score -1.160763e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 173888 members 
Mstep: Class 3 contains 20595 members 
Mstep: Class 4 contains 57213 members 
Mstep: Class 5 contains 6675 members 
Mstep: Class 6 contains 13236 members 
Mstep: Class 7 contains 202545 members 
Mstep: Class 8 contains 67518 members 
Mstep: Class 9 contains 2242 members 
Mstep: Class 10 contains 36519 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177527 members 
Mstep: Class 17 contains 30188 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076136.000000 Penalty: 57601.605469
Iteration 181Q: 18 clusters Score -1.160761e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 173865 members 
Mstep: Class 3 contains 20588 members 
Mstep: Class 4 contains 57202 members 
Mstep: Class 5 contains 6675 members 
Mstep: Class 6 contains 13239 members 
Mstep: Class 7 contains 202559 members 
Mstep: Class 8 contains 67521 members 
Mstep: Class 9 contains 2242 members 
Mstep: Class 10 contains 36529 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177522 members 
Mstep: Class 17 contains 30194 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076280.000000 Penalty: 57601.605469
Iteration 182Q: 18 clusters Score -1.160763e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 173843 members 
Mstep: Class 3 contains 20589 members 
Mstep: Class 4 contains 57195 members 
Mstep: Class 5 contains 6675 members 
Mstep: Class 6 contains 13240 members 
Mstep: Class 7 contains 202557 members 
Mstep: Class 8 contains 67523 members 
Mstep: Class 9 contains 2242 members 
Mstep: Class 10 contains 36541 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177513 members 
Mstep: Class 17 contains 30195 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076264.000000 Penalty: 57601.605469
Iteration 183Q: 18 clusters Score -1.160763e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 173815 members 
Mstep: Class 3 contains 20590 members 
Mstep: Class 4 contains 57187 members 
Mstep: Class 5 contains 6674 members 
Mstep: Class 6 contains 13236 members 
Mstep: Class 7 contains 202561 members 
Mstep: Class 8 contains 67525 members 
Mstep: Class 9 contains 2242 members 
Mstep: Class 10 contains 36546 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177511 members 
Mstep: Class 17 contains 30205 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076144.000000 Penalty: 57601.605469
Iteration 184Q: 18 clusters Score -1.160761e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 173774 members 
Mstep: Class 3 contains 20590 members 
Mstep: Class 4 contains 57189 members 
Mstep: Class 5 contains 6674 members 
Mstep: Class 6 contains 13236 members 
Mstep: Class 7 contains 202552 members 
Mstep: Class 8 contains 67530 members 
Mstep: Class 9 contains 2242 members 
Mstep: Class 10 contains 36554 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177526 members 
Mstep: Class 17 contains 30206 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076216.000000 Penalty: 57601.605469
Iteration 185Q: 18 clusters Score -1.160762e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 173752 members 
Mstep: Class 3 contains 20589 members 
Mstep: Class 4 contains 57183 members 
Mstep: Class 5 contains 6674 members 
Mstep: Class 6 contains 13237 members 
Mstep: Class 7 contains 202541 members 
Mstep: Class 8 contains 67539 members 
Mstep: Class 9 contains 2242 members 
Mstep: Class 10 contains 36555 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177541 members 
Mstep: Class 17 contains 30202 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076232.000000 Penalty: 57601.605469
Iteration 186Q: 18 clusters Score -1.160762e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 173732 members 
Mstep: Class 3 contains 20592 members 
Mstep: Class 4 contains 57169 members 
Mstep: Class 5 contains 6674 members 
Mstep: Class 6 contains 13236 members 
Mstep: Class 7 contains 202541 members 
Mstep: Class 8 contains 67531 members 
Mstep: Class 9 contains 2242 members 
Mstep: Class 10 contains 36557 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177553 members 
Mstep: Class 17 contains 30198 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076184.000000 Penalty: 57601.605469
Iteration 187Q: 18 clusters Score -1.160762e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 173680 members 
Mstep: Class 3 contains 20592 members 
Mstep: Class 4 contains 57163 members 
Mstep: Class 5 contains 6671 members 
Mstep: Class 6 contains 13234 members 
Mstep: Class 7 contains 202545 members 
Mstep: Class 8 contains 67531 members 
Mstep: Class 9 contains 2242 members 
Mstep: Class 10 contains 36570 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177584 members 
Mstep: Class 17 contains 30196 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076144.000000 Penalty: 57601.605469
Iteration 188Q: 18 clusters Score -1.160761e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 173628 members 
Mstep: Class 3 contains 20598 members 
Mstep: Class 4 contains 57158 members 
Mstep: Class 5 contains 6669 members 
Mstep: Class 6 contains 13234 members 
Mstep: Class 7 contains 202553 members 
Mstep: Class 8 contains 67524 members 
Mstep: Class 9 contains 2241 members 
Mstep: Class 10 contains 36584 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177609 members 
Mstep: Class 17 contains 30190 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076232.000000 Penalty: 57601.605469
Iteration 189Q: 18 clusters Score -1.160762e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 173580 members 
Mstep: Class 3 contains 20601 members 
Mstep: Class 4 contains 57149 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 13230 members 
Mstep: Class 7 contains 202571 members 
Mstep: Class 8 contains 67521 members 
Mstep: Class 9 contains 2242 members 
Mstep: Class 10 contains 36594 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177613 members 
Mstep: Class 17 contains 30192 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076224.000000 Penalty: 57601.605469
Iteration 190Q: 18 clusters Score -1.160762e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 173531 members 
Mstep: Class 3 contains 20601 members 
Mstep: Class 4 contains 57143 members 
Mstep: Class 5 contains 6664 members 
Mstep: Class 6 contains 13226 members 
Mstep: Class 7 contains 202579 members 
Mstep: Class 8 contains 67515 members 
Mstep: Class 9 contains 2241 members 
Mstep: Class 10 contains 36605 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177632 members 
Mstep: Class 17 contains 30195 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076168.000000 Penalty: 57601.605469
Iteration 191Q: 18 clusters Score -1.160762e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 173482 members 
Mstep: Class 3 contains 20605 members 
Mstep: Class 4 contains 57134 members 
Mstep: Class 5 contains 6666 members 
Mstep: Class 6 contains 13224 members 
Mstep: Class 7 contains 202579 members 
Mstep: Class 8 contains 67519 members 
Mstep: Class 9 contains 2239 members 
Mstep: Class 10 contains 36610 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177657 members 
Mstep: Class 17 contains 30195 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076128.000000 Penalty: 57601.605469
Iteration 192Q: 18 clusters Score -1.160761e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 173438 members 
Mstep: Class 3 contains 20608 members 
Mstep: Class 4 contains 57126 members 
Mstep: Class 5 contains 6666 members 
Mstep: Class 6 contains 13223 members 
Mstep: Class 7 contains 202576 members 
Mstep: Class 8 contains 67522 members 
Mstep: Class 9 contains 2237 members 
Mstep: Class 10 contains 36613 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177679 members 
Mstep: Class 17 contains 30190 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076104.000000 Penalty: 57601.605469
Iteration 193Q: 18 clusters Score -1.160761e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 173403 members 
Mstep: Class 3 contains 20606 members 
Mstep: Class 4 contains 57118 members 
Mstep: Class 5 contains 6667 members 
Mstep: Class 6 contains 13225 members 
Mstep: Class 7 contains 202571 members 
Mstep: Class 8 contains 67518 members 
Mstep: Class 9 contains 2235 members 
Mstep: Class 10 contains 36618 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177710 members 
Mstep: Class 17 contains 30192 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076232.000000 Penalty: 57601.605469
Iteration 194Q: 18 clusters Score -1.160762e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 173378 members 
Mstep: Class 3 contains 20603 members 
Mstep: Class 4 contains 57106 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 13227 members 
Mstep: Class 7 contains 202551 members 
Mstep: Class 8 contains 67530 members 
Mstep: Class 9 contains 2235 members 
Mstep: Class 10 contains 36622 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177735 members 
Mstep: Class 17 contains 30196 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076176.000000 Penalty: 57601.605469
Iteration 195Q: 18 clusters Score -1.160762e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 173344 members 
Mstep: Class 3 contains 20601 members 
Mstep: Class 4 contains 57103 members 
Mstep: Class 5 contains 6664 members 
Mstep: Class 6 contains 13230 members 
Mstep: Class 7 contains 202515 members 
Mstep: Class 8 contains 67536 members 
Mstep: Class 9 contains 2234 members 
Mstep: Class 10 contains 36629 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 16 contains 177767 members 
Mstep: Class 17 contains 30199 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076304.000000 Penalty: 57601.605469
Iteration 196Q: 18 clusters Score -1.160763e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 173332 members 
Mstep: Class 3 contains 20599 members 
Mstep: Class 4 contains 57098 members 
Mstep: Class 5 contains 6664 members 
Mstep: Class 6 contains 13229 members 
Mstep: Class 7 contains 202475 members 
Mstep: Class 8 contains 67533 members 
Mstep: Class 9 contains 2232 members 
Mstep: Class 10 contains 36631 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 177799 members 
Mstep: Class 17 contains 30197 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076152.000000 Penalty: 57601.605469
Iteration 197Q: 18 clusters Score -1.160762e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 173319 members 
Mstep: Class 3 contains 20600 members 
Mstep: Class 4 contains 57093 members 
Mstep: Class 5 contains 6666 members 
Mstep: Class 6 contains 13229 members 
Mstep: Class 7 contains 202445 members 
Mstep: Class 8 contains 67537 members 
Mstep: Class 9 contains 2230 members 
Mstep: Class 10 contains 36626 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 177827 members 
Mstep: Class 17 contains 30194 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076200.000000 Penalty: 57601.605469
Iteration 198Q: 18 clusters Score -1.160762e+08 nChanged 334
Entering ConstructFrom: 
Score: -116076200.000000 Penalty: 57601.605469
Entering ConstructFrom: 
Trying to split cluster 1 (51868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51868 members 
Entering Unmasked Estep 
Score: -7219292.500000 Penalty: 2692.401611
	Iteration 0F: 2 clusters Score -7219292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -7184451.000000 Penalty: 5384.803223
	Iteration 0F: 3 clusters Score -7184451 nChanged 23916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -7198584.000000 Penalty: 5384.803223
	Iteration 1F: 3 clusters Score -7198584 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -7200257.500000 Penalty: 5384.803223
	Iteration 2F: 3 clusters Score -7200258 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -7203125.000000 Penalty: 5384.803223
	Iteration 3F: 3 clusters Score -7203125 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -7207111.000000 Penalty: 5384.803223
	Iteration 4F: 3 clusters Score -7207111 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -7211315.000000 Penalty: 5384.803223
	Iteration 5F: 3 clusters Score -7211315 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -7214414.000000 Penalty: 5384.803223
	Iteration 6F: 3 clusters Score -7214414 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -7215979.000000 Penalty: 5384.803223
	Iteration 7Q: 3 clusters Score -7215979 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -7216748.500000 Penalty: 5384.803223
	Iteration 8Q: 3 clusters Score -7216748 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50490 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7217133.500000 Penalty: 5384.803223
	Iteration 9Q: 3 clusters Score -7217134 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7217294.000000 Penalty: 5384.803223
	Iteration 10Q: 3 clusters Score -7217294 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7217361.000000 Penalty: 5384.803223
	Iteration 11Q: 3 clusters Score -7217361 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7217404.500000 Penalty: 5384.803223
	Iteration 12Q: 3 clusters Score -7217404 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7217438.000000 Penalty: 5384.803223
	Iteration 13Q: 3 clusters Score -7217438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50828 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7217441.000000 Penalty: 5384.803223
	Iteration 14Q: 3 clusters Score -7217441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -7217437.500000 Penalty: 5384.803223
	Iteration 15Q: 3 clusters Score -7217438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7217456.500000 Penalty: 5384.803223
	Iteration 16Q: 3 clusters Score -7217456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -7217467.000000 Penalty: 5384.803223
	Iteration 17Q: 3 clusters Score -7217467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7217483.500000 Penalty: 5384.803223
	Iteration 18Q: 3 clusters Score -7217484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7217483.000000 Penalty: 5384.803223
	Iteration 19Q: 3 clusters Score -7217483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7217481.000000 Penalty: 5384.803223
	Iteration 20F: 3 clusters Score -7217481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7217486.000000 Penalty: 5384.803223
	Iteration 21Q: 3 clusters Score -7217486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7217481.500000 Penalty: 5384.803223
	Iteration 22Q: 3 clusters Score -7217482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7217477.000000 Penalty: 5384.803223
	Iteration 23Q: 3 clusters Score -7217477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7217480.500000 Penalty: 5384.803223
	Iteration 24Q: 3 clusters Score -7217480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7217484.500000 Penalty: 5384.803223
	Iteration 25Q: 3 clusters Score -7217484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7217486.000000 Penalty: 5384.803223
	Iteration 26Q: 3 clusters Score -7217486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7217489.000000 Penalty: 5384.803223
	Iteration 27Q: 3 clusters Score -7217489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7217492.500000 Penalty: 5384.803223
	Iteration 28Q: 3 clusters Score -7217492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -7217496.500000 Penalty: 5384.803223
	Iteration 29Q: 3 clusters Score -7217496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -7217496.500000 Penalty: 5384.803223
	Iteration 30F: 3 clusters Score -7217496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (173285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173285 members 
Entering Unmasked Estep 
Score: -23788392.000000 Penalty: 2991.547852
	Iteration 0F: 2 clusters Score -2.378839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87083 members 
Mstep: Class 2 contains 86202 members 
Entering Unmasked Estep 
Score: -23676960.000000 Penalty: 5983.095703
	Iteration 0F: 3 clusters Score -2.367696e+07 nChanged 83211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94962 members 
Mstep: Class 2 contains 78323 members 
Entering Unmasked Estep 
Score: -23725944.000000 Penalty: 5983.095703
	Iteration 1F: 3 clusters Score -2.372594e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99877 members 
Mstep: Class 2 contains 73408 members 
Entering Unmasked Estep 
Score: -23727994.000000 Penalty: 5983.095703
	Iteration 2Q: 3 clusters Score -2.372799e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107398 members 
Mstep: Class 2 contains 65887 members 
Entering Unmasked Estep 
Score: -23731984.000000 Penalty: 5983.095703
	Iteration 3Q: 3 clusters Score -2.373198e+07 nChanged 12035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118595 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -23739746.000000 Penalty: 5983.095703
	Iteration 4F: 3 clusters Score -2.373975e+07 nChanged 15219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133056 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -23752612.000000 Penalty: 5983.095703
	Iteration 5F: 3 clusters Score -2.375261e+07 nChanged 15644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148142 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -23767920.000000 Penalty: 5983.095703
	Iteration 6F: 3 clusters Score -2.376792e+07 nChanged 11890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159712 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -23778834.000000 Penalty: 5983.095703
	Iteration 7F: 3 clusters Score -2.377883e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166307 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -23784028.000000 Penalty: 5983.095703
	Iteration 8Q: 3 clusters Score -2.378403e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169198 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -23785838.000000 Penalty: 5983.095703
	Iteration 9Q: 3 clusters Score -2.378584e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170366 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -23786372.000000 Penalty: 5983.095703
	Iteration 10Q: 3 clusters Score -2.378637e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170933 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -23786520.000000 Penalty: 5983.095703
	Iteration 11Q: 3 clusters Score -2.378652e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171273 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -23786598.000000 Penalty: 5983.095703
	Iteration 12Q: 3 clusters Score -2.37866e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171501 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -23786546.000000 Penalty: 5983.095703
	Iteration 13Q: 3 clusters Score -2.378655e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171664 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -23786558.000000 Penalty: 5983.095703
	Iteration 14Q: 3 clusters Score -2.378656e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171781 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -23786564.000000 Penalty: 5983.095703
	Iteration 15Q: 3 clusters Score -2.378656e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171883 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -23786586.000000 Penalty: 5983.095703
	Iteration 16Q: 3 clusters Score -2.378659e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171956 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -23786586.000000 Penalty: 5983.095703
	Iteration 17Q: 3 clusters Score -2.378659e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172009 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -23786576.000000 Penalty: 5983.095703
	Iteration 18Q: 3 clusters Score -2.378658e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172050 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -23786558.000000 Penalty: 5983.095703
	Iteration 19Q: 3 clusters Score -2.378656e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172078 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -23786526.000000 Penalty: 5983.095703
	Iteration 20F: 3 clusters Score -2.378653e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172112 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -23786502.000000 Penalty: 5983.095703
	Iteration 21Q: 3 clusters Score -2.37865e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172138 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -23786532.000000 Penalty: 5983.095703
	Iteration 22Q: 3 clusters Score -2.378653e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172157 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -23786530.000000 Penalty: 5983.095703
	Iteration 23Q: 3 clusters Score -2.378653e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172177 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -23786512.000000 Penalty: 5983.095703
	Iteration 24Q: 3 clusters Score -2.378651e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172201 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -23786532.000000 Penalty: 5983.095703
	Iteration 25Q: 3 clusters Score -2.378653e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172217 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -23786540.000000 Penalty: 5983.095703
	Iteration 26Q: 3 clusters Score -2.378654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172234 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -23786528.000000 Penalty: 5983.095703
	Iteration 27Q: 3 clusters Score -2.378653e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172248 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -23786524.000000 Penalty: 5983.095703
	Iteration 28Q: 3 clusters Score -2.378652e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172263 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -23786528.000000 Penalty: 5983.095703
	Iteration 29Q: 3 clusters Score -2.378653e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172276 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -23786546.000000 Penalty: 5983.095703
	Iteration 30Q: 3 clusters Score -2.378655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172284 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -23786542.000000 Penalty: 5983.095703
	Iteration 31Q: 3 clusters Score -2.378654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172293 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -23786556.000000 Penalty: 5983.095703
	Iteration 32Q: 3 clusters Score -2.378656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172299 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -23786558.000000 Penalty: 5983.095703
	Iteration 33Q: 3 clusters Score -2.378656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172302 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -23786560.000000 Penalty: 5983.095703
	Iteration 34Q: 3 clusters Score -2.378656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172307 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -23786568.000000 Penalty: 5983.095703
	Iteration 35Q: 3 clusters Score -2.378657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172309 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -23786570.000000 Penalty: 5983.095703
	Iteration 36Q: 3 clusters Score -2.378657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172309 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -23786570.000000 Penalty: 5983.095703
	Iteration 37F: 3 clusters Score -2.378657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Entering Unmasked Estep 
Score: -2876737.750000 Penalty: 2463.359375
	Iteration 0F: 2 clusters Score -2876738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2862331.750000 Penalty: 4926.718750
	Iteration 0F: 3 clusters Score -2862332 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2867091.750000 Penalty: 4926.718750
	Iteration 1F: 3 clusters Score -2867092 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2867456.500000 Penalty: 4926.718750
	Iteration 2F: 3 clusters Score -2867456 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2867748.000000 Penalty: 4926.718750
	Iteration 3Q: 3 clusters Score -2867748 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2868004.750000 Penalty: 4926.718750
	Iteration 4Q: 3 clusters Score -2868005 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2868249.000000 Penalty: 4926.718750
	Iteration 5Q: 3 clusters Score -2868249 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2868540.750000 Penalty: 4926.718750
	Iteration 6Q: 3 clusters Score -2868541 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2868888.750000 Penalty: 4926.718750
	Iteration 7Q: 3 clusters Score -2868889 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2869326.000000 Penalty: 4926.718750
	Iteration 8Q: 3 clusters Score -2869326 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2869996.000000 Penalty: 4926.718750
	Iteration 9Q: 3 clusters Score -2869996 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2870910.750000 Penalty: 4926.718750
	Iteration 10F: 3 clusters Score -2870911 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2872017.000000 Penalty: 4926.718750
	Iteration 11F: 3 clusters Score -2872017 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2872889.750000 Penalty: 4926.718750
	Iteration 12F: 3 clusters Score -2872890 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2873303.250000 Penalty: 4926.718750
	Iteration 13Q: 3 clusters Score -2873303 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2873484.500000 Penalty: 4926.718750
	Iteration 14Q: 3 clusters Score -2873484 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2873550.000000 Penalty: 4926.718750
	Iteration 15Q: 3 clusters Score -2873550 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2873603.500000 Penalty: 4926.718750
	Iteration 16Q: 3 clusters Score -2873604 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2873640.750000 Penalty: 4926.718750
	Iteration 17Q: 3 clusters Score -2873641 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2873663.500000 Penalty: 4926.718750
	Iteration 18Q: 3 clusters Score -2873664 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2873679.750000 Penalty: 4926.718750
	Iteration 19Q: 3 clusters Score -2873680 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2873700.500000 Penalty: 4926.718750
	Iteration 20F: 3 clusters Score -2873700 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2873718.500000 Penalty: 4926.718750
	Iteration 21Q: 3 clusters Score -2873718 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2873736.500000 Penalty: 4926.718750
	Iteration 22Q: 3 clusters Score -2873736 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2873765.750000 Penalty: 4926.718750
	Iteration 23Q: 3 clusters Score -2873766 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2873779.000000 Penalty: 4926.718750
	Iteration 24Q: 3 clusters Score -2873779 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2873801.250000 Penalty: 4926.718750
	Iteration 25Q: 3 clusters Score -2873801 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2873818.500000 Penalty: 4926.718750
	Iteration 26Q: 3 clusters Score -2873818 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2873832.750000 Penalty: 4926.718750
	Iteration 27Q: 3 clusters Score -2873833 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2873847.250000 Penalty: 4926.718750
	Iteration 28Q: 3 clusters Score -2873847 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2873867.000000 Penalty: 4926.718750
	Iteration 29Q: 3 clusters Score -2873867 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2873879.500000 Penalty: 4926.718750
	Iteration 30Q: 3 clusters Score -2873880 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2873893.500000 Penalty: 4926.718750
	Iteration 31Q: 3 clusters Score -2873894 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2873901.250000 Penalty: 4926.718750
	Iteration 32Q: 3 clusters Score -2873901 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2873918.750000 Penalty: 4926.718750
	Iteration 33Q: 3 clusters Score -2873919 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2873925.500000 Penalty: 4926.718750
	Iteration 34Q: 3 clusters Score -2873926 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2873938.750000 Penalty: 4926.718750
	Iteration 35Q: 3 clusters Score -2873939 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2873943.000000 Penalty: 4926.718750
	Iteration 36Q: 3 clusters Score -2873943 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2873957.500000 Penalty: 4926.718750
	Iteration 37Q: 3 clusters Score -2873958 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2873974.750000 Penalty: 4926.718750
	Iteration 38Q: 3 clusters Score -2873975 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2873995.500000 Penalty: 4926.718750
	Iteration 39Q: 3 clusters Score -2873996 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2874010.500000 Penalty: 4926.718750
	Iteration 40F: 3 clusters Score -2874010 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2874021.500000 Penalty: 4926.718750
	Iteration 41Q: 3 clusters Score -2874022 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2874039.000000 Penalty: 4926.718750
	Iteration 42Q: 3 clusters Score -2874039 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2874047.000000 Penalty: 4926.718750
	Iteration 43Q: 3 clusters Score -2874047 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2874064.250000 Penalty: 4926.718750
	Iteration 44Q: 3 clusters Score -2874064 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2874072.500000 Penalty: 4926.718750
	Iteration 45Q: 3 clusters Score -2874072 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2874081.000000 Penalty: 4926.718750
	Iteration 46Q: 3 clusters Score -2874081 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2874091.750000 Penalty: 4926.718750
	Iteration 47Q: 3 clusters Score -2874092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2874095.500000 Penalty: 4926.718750
	Iteration 48Q: 3 clusters Score -2874096 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2874107.000000 Penalty: 4926.718750
	Iteration 49Q: 3 clusters Score -2874107 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2874110.750000 Penalty: 4926.718750
	Iteration 50Q: 3 clusters Score -2874111 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2874129.750000 Penalty: 4926.718750
	Iteration 51Q: 3 clusters Score -2874130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2874134.500000 Penalty: 4926.718750
	Iteration 52Q: 3 clusters Score -2874134 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2874142.000000 Penalty: 4926.718750
	Iteration 53Q: 3 clusters Score -2874142 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2874152.000000 Penalty: 4926.718750
	Iteration 54Q: 3 clusters Score -2874152 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2874177.000000 Penalty: 4926.718750
	Iteration 55Q: 3 clusters Score -2874177 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2874178.750000 Penalty: 4926.718750
	Iteration 56Q: 3 clusters Score -2874179 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2874200.000000 Penalty: 4926.718750
	Iteration 57Q: 3 clusters Score -2874200 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2874222.000000 Penalty: 4926.718750
	Iteration 58Q: 3 clusters Score -2874222 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2874235.250000 Penalty: 4926.718750
	Iteration 59Q: 3 clusters Score -2874235 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2874257.000000 Penalty: 4926.718750
	Iteration 60F: 3 clusters Score -2874257 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2874268.750000 Penalty: 4926.718750
	Iteration 61Q: 3 clusters Score -2874269 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2874285.000000 Penalty: 4926.718750
	Iteration 62Q: 3 clusters Score -2874285 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2874315.500000 Penalty: 4926.718750
	Iteration 63Q: 3 clusters Score -2874316 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2874332.000000 Penalty: 4926.718750
	Iteration 64Q: 3 clusters Score -2874332 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2874352.250000 Penalty: 4926.718750
	Iteration 65Q: 3 clusters Score -2874352 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2874374.750000 Penalty: 4926.718750
	Iteration 66Q: 3 clusters Score -2874375 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2874388.500000 Penalty: 4926.718750
	Iteration 67Q: 3 clusters Score -2874388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2874400.000000 Penalty: 4926.718750
	Iteration 68Q: 3 clusters Score -2874400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2874409.750000 Penalty: 4926.718750
	Iteration 69Q: 3 clusters Score -2874410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2874417.750000 Penalty: 4926.718750
	Iteration 70Q: 3 clusters Score -2874418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2874420.500000 Penalty: 4926.718750
	Iteration 71Q: 3 clusters Score -2874420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2874420.750000 Penalty: 4926.718750
	Iteration 72Q: 3 clusters Score -2874421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2874420.500000 Penalty: 4926.718750
	Iteration 73Q: 3 clusters Score -2874420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2874425.500000 Penalty: 4926.718750
	Iteration 74Q: 3 clusters Score -2874426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2874431.750000 Penalty: 4926.718750
	Iteration 75Q: 3 clusters Score -2874432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2874433.000000 Penalty: 4926.718750
	Iteration 76Q: 3 clusters Score -2874433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2874438.000000 Penalty: 4926.718750
	Iteration 77Q: 3 clusters Score -2874438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2874437.250000 Penalty: 4926.718750
	Iteration 78Q: 3 clusters Score -2874437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2874443.750000 Penalty: 4926.718750
	Iteration 79Q: 3 clusters Score -2874444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2874449.750000 Penalty: 4926.718750
	Iteration 80F: 3 clusters Score -2874450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2874460.750000 Penalty: 4926.718750
	Iteration 81Q: 3 clusters Score -2874461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2874464.250000 Penalty: 4926.718750
	Iteration 82Q: 3 clusters Score -2874464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2874470.250000 Penalty: 4926.718750
	Iteration 83Q: 3 clusters Score -2874470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2874481.000000 Penalty: 4926.718750
	Iteration 84Q: 3 clusters Score -2874481 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2874486.500000 Penalty: 4926.718750
	Iteration 85Q: 3 clusters Score -2874486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2874490.500000 Penalty: 4926.718750
	Iteration 86Q: 3 clusters Score -2874490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2874499.500000 Penalty: 4926.718750
	Iteration 87Q: 3 clusters Score -2874500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2874509.750000 Penalty: 4926.718750
	Iteration 88Q: 3 clusters Score -2874510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2874518.250000 Penalty: 4926.718750
	Iteration 89Q: 3 clusters Score -2874518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2874528.750000 Penalty: 4926.718750
	Iteration 90Q: 3 clusters Score -2874529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2874525.750000 Penalty: 4926.718750
	Iteration 91Q: 3 clusters Score -2874526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2874527.500000 Penalty: 4926.718750
	Iteration 92Q: 3 clusters Score -2874528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2874542.500000 Penalty: 4926.718750
	Iteration 93Q: 3 clusters Score -2874542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2874537.250000 Penalty: 4926.718750
	Iteration 94Q: 3 clusters Score -2874537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2874536.750000 Penalty: 4926.718750
	Iteration 95Q: 3 clusters Score -2874537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2874538.500000 Penalty: 4926.718750
	Iteration 96Q: 3 clusters Score -2874538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2874543.500000 Penalty: 4926.718750
	Iteration 97Q: 3 clusters Score -2874544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2874548.250000 Penalty: 4926.718750
	Iteration 98Q: 3 clusters Score -2874548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2874550.750000 Penalty: 4926.718750
	Iteration 99Q: 3 clusters Score -2874551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2874556.250000 Penalty: 4926.718750
	Iteration 100F: 3 clusters Score -2874556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2874555.000000 Penalty: 4926.718750
	Iteration 101Q: 3 clusters Score -2874555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2874556.250000 Penalty: 4926.718750
	Iteration 102Q: 3 clusters Score -2874556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2874556.000000 Penalty: 4926.718750
	Iteration 103Q: 3 clusters Score -2874556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2874554.500000 Penalty: 4926.718750
	Iteration 104Q: 3 clusters Score -2874554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2874555.750000 Penalty: 4926.718750
	Iteration 105Q: 3 clusters Score -2874556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2874563.750000 Penalty: 4926.718750
	Iteration 106Q: 3 clusters Score -2874564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2874568.750000 Penalty: 4926.718750
	Iteration 107Q: 3 clusters Score -2874569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2874562.000000 Penalty: 4926.718750
	Iteration 108Q: 3 clusters Score -2874562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2874563.000000 Penalty: 4926.718750
	Iteration 109Q: 3 clusters Score -2874563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2874563.500000 Penalty: 4926.718750
	Iteration 110Q: 3 clusters Score -2874564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2874566.750000 Penalty: 4926.718750
	Iteration 111Q: 3 clusters Score -2874567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2874568.750000 Penalty: 4926.718750
	Iteration 112Q: 3 clusters Score -2874569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2874569.750000 Penalty: 4926.718750
	Iteration 113Q: 3 clusters Score -2874570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2874571.500000 Penalty: 4926.718750
	Iteration 114Q: 3 clusters Score -2874572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2874570.500000 Penalty: 4926.718750
	Iteration 115Q: 3 clusters Score -2874570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2874570.250000 Penalty: 4926.718750
	Iteration 116Q: 3 clusters Score -2874570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2874570.250000 Penalty: 4926.718750
	Iteration 117F: 3 clusters Score -2874570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Entering Unmasked Estep 
Score: -7696872.500000 Penalty: 2716.191162
	Iteration 0F: 2 clusters Score -7696872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -7658711.500000 Penalty: 5432.382324
	Iteration 0F: 3 clusters Score -7658712 nChanged 26433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -7673565.000000 Penalty: 5432.382324
	Iteration 1F: 3 clusters Score -7673565 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -7674135.000000 Penalty: 5432.382324
	Iteration 2Q: 3 clusters Score -7674135 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -7674670.500000 Penalty: 5432.382324
	Iteration 3Q: 3 clusters Score -7674670 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -7675238.000000 Penalty: 5432.382324
	Iteration 4Q: 3 clusters Score -7675238 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -7675760.000000 Penalty: 5432.382324
	Iteration 5Q: 3 clusters Score -7675760 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -7676276.000000 Penalty: 5432.382324
	Iteration 6Q: 3 clusters Score -7676276 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -7676817.500000 Penalty: 5432.382324
	Iteration 7Q: 3 clusters Score -7676818 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -7677369.500000 Penalty: 5432.382324
	Iteration 8Q: 3 clusters Score -7677370 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -7677941.000000 Penalty: 5432.382324
	Iteration 9Q: 3 clusters Score -7677941 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -7678476.500000 Penalty: 5432.382324
	Iteration 10Q: 3 clusters Score -7678476 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -7678975.000000 Penalty: 5432.382324
	Iteration 11Q: 3 clusters Score -7678975 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -7679665.000000 Penalty: 5432.382324
	Iteration 12Q: 3 clusters Score -7679665 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -7680683.500000 Penalty: 5432.382324
	Iteration 13Q: 3 clusters Score -7680684 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -7681916.500000 Penalty: 5432.382324
	Iteration 14Q: 3 clusters Score -7681916 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -7683427.500000 Penalty: 5432.382324
	Iteration 15Q: 3 clusters Score -7683428 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -7684884.000000 Penalty: 5432.382324
	Iteration 16Q: 3 clusters Score -7684884 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -7686132.500000 Penalty: 5432.382324
	Iteration 17Q: 3 clusters Score -7686132 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -7686836.500000 Penalty: 5432.382324
	Iteration 18Q: 3 clusters Score -7686836 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -7687377.000000 Penalty: 5432.382324
	Iteration 19Q: 3 clusters Score -7687377 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -7687837.000000 Penalty: 5432.382324
	Iteration 20F: 3 clusters Score -7687837 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -7688267.500000 Penalty: 5432.382324
	Iteration 21Q: 3 clusters Score -7688268 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -7688736.000000 Penalty: 5432.382324
	Iteration 22Q: 3 clusters Score -7688736 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -7689236.000000 Penalty: 5432.382324
	Iteration 23Q: 3 clusters Score -7689236 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -7689783.000000 Penalty: 5432.382324
	Iteration 24Q: 3 clusters Score -7689783 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -7690341.500000 Penalty: 5432.382324
	Iteration 25Q: 3 clusters Score -7690342 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -7690911.500000 Penalty: 5432.382324
	Iteration 26Q: 3 clusters Score -7690912 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51606 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -7691526.000000 Penalty: 5432.382324
	Iteration 27Q: 3 clusters Score -7691526 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -7692119.500000 Penalty: 5432.382324
	Iteration 28Q: 3 clusters Score -7692120 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53429 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -7692618.500000 Penalty: 5432.382324
	Iteration 29Q: 3 clusters Score -7692618 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -7693136.000000 Penalty: 5432.382324
	Iteration 30Q: 3 clusters Score -7693136 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54801 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -7693546.500000 Penalty: 5432.382324
	Iteration 31Q: 3 clusters Score -7693546 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -7693839.000000 Penalty: 5432.382324
	Iteration 32Q: 3 clusters Score -7693839 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -7694046.500000 Penalty: 5432.382324
	Iteration 33Q: 3 clusters Score -7694046 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7694213.000000 Penalty: 5432.382324
	Iteration 34Q: 3 clusters Score -7694213 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7694361.000000 Penalty: 5432.382324
	Iteration 35Q: 3 clusters Score -7694361 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7694469.500000 Penalty: 5432.382324
	Iteration 36Q: 3 clusters Score -7694470 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7694547.500000 Penalty: 5432.382324
	Iteration 37Q: 3 clusters Score -7694548 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7694611.500000 Penalty: 5432.382324
	Iteration 38Q: 3 clusters Score -7694612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7694644.000000 Penalty: 5432.382324
	Iteration 39Q: 3 clusters Score -7694644 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7694671.000000 Penalty: 5432.382324
	Iteration 40F: 3 clusters Score -7694671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56399 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7694679.500000 Penalty: 5432.382324
	Iteration 41Q: 3 clusters Score -7694680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7694712.000000 Penalty: 5432.382324
	Iteration 42Q: 3 clusters Score -7694712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -7694735.500000 Penalty: 5432.382324
	Iteration 43Q: 3 clusters Score -7694736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56451 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7694754.500000 Penalty: 5432.382324
	Iteration 44Q: 3 clusters Score -7694754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7694779.000000 Penalty: 5432.382324
	Iteration 45Q: 3 clusters Score -7694779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7694801.500000 Penalty: 5432.382324
	Iteration 46Q: 3 clusters Score -7694802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56477 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7694824.500000 Penalty: 5432.382324
	Iteration 47Q: 3 clusters Score -7694824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56485 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7694849.500000 Penalty: 5432.382324
	Iteration 48Q: 3 clusters Score -7694850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56491 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7694862.000000 Penalty: 5432.382324
	Iteration 49Q: 3 clusters Score -7694862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7694864.500000 Penalty: 5432.382324
	Iteration 50Q: 3 clusters Score -7694864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7694865.000000 Penalty: 5432.382324
	Iteration 51Q: 3 clusters Score -7694865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7694873.500000 Penalty: 5432.382324
	Iteration 52Q: 3 clusters Score -7694874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7694882.500000 Penalty: 5432.382324
	Iteration 53Q: 3 clusters Score -7694882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7694888.000000 Penalty: 5432.382324
	Iteration 54Q: 3 clusters Score -7694888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56503 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7694886.000000 Penalty: 5432.382324
	Iteration 55Q: 3 clusters Score -7694886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56500 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7694893.500000 Penalty: 5432.382324
	Iteration 56Q: 3 clusters Score -7694894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56502 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7694890.500000 Penalty: 5432.382324
	Iteration 57Q: 3 clusters Score -7694890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7694895.000000 Penalty: 5432.382324
	Iteration 58Q: 3 clusters Score -7694895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7694895.000000 Penalty: 5432.382324
	Iteration 59F: 3 clusters Score -7694895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Entering Unmasked Estep 
Score: -892690.687500 Penalty: 2183.584229
	Iteration 0F: 2 clusters Score -892690.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -887066.937500 Penalty: 4367.168457
	Iteration 0F: 3 clusters Score -887066.9 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -888550.437500 Penalty: 4367.168457
	Iteration 1F: 3 clusters Score -888550.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -888781.187500 Penalty: 4367.168457
	Iteration 2F: 3 clusters Score -888781.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -888908.125000 Penalty: 4367.168457
	Iteration 3Q: 3 clusters Score -888908.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -889004.062500 Penalty: 4367.168457
	Iteration 4Q: 3 clusters Score -889004.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -889071.250000 Penalty: 4367.168457
	Iteration 5Q: 3 clusters Score -889071.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -889123.500000 Penalty: 4367.168457
	Iteration 6Q: 3 clusters Score -889123.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -889180.500000 Penalty: 4367.168457
	Iteration 7Q: 3 clusters Score -889180.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -889228.250000 Penalty: 4367.168457
	Iteration 8Q: 3 clusters Score -889228.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -889275.500000 Penalty: 4367.168457
	Iteration 9Q: 3 clusters Score -889275.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -889320.875000 Penalty: 4367.168457
	Iteration 10Q: 3 clusters Score -889320.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -889362.187500 Penalty: 4367.168457
	Iteration 11Q: 3 clusters Score -889362.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -889403.750000 Penalty: 4367.168457
	Iteration 12Q: 3 clusters Score -889403.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -889445.375000 Penalty: 4367.168457
	Iteration 13Q: 3 clusters Score -889445.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -889501.562500 Penalty: 4367.168457
	Iteration 14Q: 3 clusters Score -889501.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -889564.812500 Penalty: 4367.168457
	Iteration 15Q: 3 clusters Score -889564.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -889636.875000 Penalty: 4367.168457
	Iteration 16Q: 3 clusters Score -889636.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -889720.250000 Penalty: 4367.168457
	Iteration 17Q: 3 clusters Score -889720.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -889797.250000 Penalty: 4367.168457
	Iteration 18Q: 3 clusters Score -889797.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -889889.625000 Penalty: 4367.168457
	Iteration 19Q: 3 clusters Score -889889.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -889967.062500 Penalty: 4367.168457
	Iteration 20F: 3 clusters Score -889967.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -890056.937500 Penalty: 4367.168457
	Iteration 21Q: 3 clusters Score -890056.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -890157.375000 Penalty: 4367.168457
	Iteration 22Q: 3 clusters Score -890157.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -890248.187500 Penalty: 4367.168457
	Iteration 23Q: 3 clusters Score -890248.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -890347.437500 Penalty: 4367.168457
	Iteration 24Q: 3 clusters Score -890347.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -890431.625000 Penalty: 4367.168457
	Iteration 25Q: 3 clusters Score -890431.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -890499.187500 Penalty: 4367.168457
	Iteration 26Q: 3 clusters Score -890499.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -890558.750000 Penalty: 4367.168457
	Iteration 27Q: 3 clusters Score -890558.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -890595.562500 Penalty: 4367.168457
	Iteration 28Q: 3 clusters Score -890595.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -890623.687500 Penalty: 4367.168457
	Iteration 29Q: 3 clusters Score -890623.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -890647.062500 Penalty: 4367.168457
	Iteration 30Q: 3 clusters Score -890647.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -890667.250000 Penalty: 4367.168457
	Iteration 31Q: 3 clusters Score -890667.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -890688.625000 Penalty: 4367.168457
	Iteration 32Q: 3 clusters Score -890688.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -890697.250000 Penalty: 4367.168457
	Iteration 33Q: 3 clusters Score -890697.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -890703.562500 Penalty: 4367.168457
	Iteration 34Q: 3 clusters Score -890703.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -890719.750000 Penalty: 4367.168457
	Iteration 35Q: 3 clusters Score -890719.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -890728.250000 Penalty: 4367.168457
	Iteration 36Q: 3 clusters Score -890728.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -890739.437500 Penalty: 4367.168457
	Iteration 37Q: 3 clusters Score -890739.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -890750.062500 Penalty: 4367.168457
	Iteration 38Q: 3 clusters Score -890750.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -890753.937500 Penalty: 4367.168457
	Iteration 39Q: 3 clusters Score -890753.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -890753.375000 Penalty: 4367.168457
	Iteration 40F: 3 clusters Score -890753.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -890755.125000 Penalty: 4367.168457
	Iteration 41Q: 3 clusters Score -890755.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -890756.562500 Penalty: 4367.168457
	Iteration 42Q: 3 clusters Score -890756.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -890765.500000 Penalty: 4367.168457
	Iteration 43Q: 3 clusters Score -890765.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -890771.187500 Penalty: 4367.168457
	Iteration 44Q: 3 clusters Score -890771.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -890778.312500 Penalty: 4367.168457
	Iteration 45Q: 3 clusters Score -890778.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -890779.625000 Penalty: 4367.168457
	Iteration 46Q: 3 clusters Score -890779.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -890779.625000 Penalty: 4367.168457
	Iteration 47F: 3 clusters Score -890779.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Entering Unmasked Estep 
Score: -1738200.875000 Penalty: 2353.523682
	Iteration 0F: 2 clusters Score -1738201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1728450.750000 Penalty: 4707.047363
	Iteration 0F: 3 clusters Score -1728451 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1731491.750000 Penalty: 4707.047363
	Iteration 1F: 3 clusters Score -1731492 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1731818.125000 Penalty: 4707.047363
	Iteration 2F: 3 clusters Score -1731818 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1732041.000000 Penalty: 4707.047363
	Iteration 3Q: 3 clusters Score -1732041 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1732194.000000 Penalty: 4707.047363
	Iteration 4Q: 3 clusters Score -1732194 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1732338.625000 Penalty: 4707.047363
	Iteration 5Q: 3 clusters Score -1732339 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1732507.250000 Penalty: 4707.047363
	Iteration 6Q: 3 clusters Score -1732507 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1732717.000000 Penalty: 4707.047363
	Iteration 7Q: 3 clusters Score -1732717 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1732990.625000 Penalty: 4707.047363
	Iteration 8Q: 3 clusters Score -1732991 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1733299.500000 Penalty: 4707.047363
	Iteration 9Q: 3 clusters Score -1733300 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1733698.875000 Penalty: 4707.047363
	Iteration 10Q: 3 clusters Score -1733699 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1734162.500000 Penalty: 4707.047363
	Iteration 11Q: 3 clusters Score -1734162 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1734674.125000 Penalty: 4707.047363
	Iteration 12Q: 3 clusters Score -1734674 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1735167.750000 Penalty: 4707.047363
	Iteration 13Q: 3 clusters Score -1735168 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1735547.250000 Penalty: 4707.047363
	Iteration 14Q: 3 clusters Score -1735547 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1735810.250000 Penalty: 4707.047363
	Iteration 15Q: 3 clusters Score -1735810 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1735973.625000 Penalty: 4707.047363
	Iteration 16Q: 3 clusters Score -1735974 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1736105.125000 Penalty: 4707.047363
	Iteration 17Q: 3 clusters Score -1736105 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1736176.875000 Penalty: 4707.047363
	Iteration 18Q: 3 clusters Score -1736177 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1736230.500000 Penalty: 4707.047363
	Iteration 19Q: 3 clusters Score -1736230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1736271.375000 Penalty: 4707.047363
	Iteration 20F: 3 clusters Score -1736271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1736302.625000 Penalty: 4707.047363
	Iteration 21Q: 3 clusters Score -1736303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1736311.750000 Penalty: 4707.047363
	Iteration 22Q: 3 clusters Score -1736312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1736324.500000 Penalty: 4707.047363
	Iteration 23Q: 3 clusters Score -1736324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1736336.250000 Penalty: 4707.047363
	Iteration 24Q: 3 clusters Score -1736336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1736343.125000 Penalty: 4707.047363
	Iteration 25Q: 3 clusters Score -1736343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1736346.375000 Penalty: 4707.047363
	Iteration 26Q: 3 clusters Score -1736346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1736347.500000 Penalty: 4707.047363
	Iteration 27Q: 3 clusters Score -1736348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1736353.500000 Penalty: 4707.047363
	Iteration 28Q: 3 clusters Score -1736354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1736355.250000 Penalty: 4707.047363
	Iteration 29Q: 3 clusters Score -1736355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1736358.875000 Penalty: 4707.047363
	Iteration 30Q: 3 clusters Score -1736359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1736358.750000 Penalty: 4707.047363
	Iteration 31Q: 3 clusters Score -1736359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1736359.125000 Penalty: 4707.047363
	Iteration 32Q: 3 clusters Score -1736359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1736359.125000 Penalty: 4707.047363
	Iteration 33F: 3 clusters Score -1736359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (202426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202426 members 
Entering Unmasked Estep 
Score: -27757650.000000 Penalty: 3030.096191
	Iteration 0F: 2 clusters Score -2.775765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101353 members 
Mstep: Class 2 contains 101073 members 
Entering Unmasked Estep 
Score: -27626038.000000 Penalty: 6060.192383
	Iteration 0F: 3 clusters Score -2.762604e+07 nChanged 97396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103311 members 
Mstep: Class 2 contains 99115 members 
Entering Unmasked Estep 
Score: -27684236.000000 Penalty: 6060.192383
	Iteration 1F: 3 clusters Score -2.768424e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105078 members 
Mstep: Class 2 contains 97348 members 
Entering Unmasked Estep 
Score: -27686598.000000 Penalty: 6060.192383
	Iteration 2Q: 3 clusters Score -2.76866e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108221 members 
Mstep: Class 2 contains 94205 members 
Entering Unmasked Estep 
Score: -27690304.000000 Penalty: 6060.192383
	Iteration 3Q: 3 clusters Score -2.76903e+07 nChanged 10783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113406 members 
Mstep: Class 2 contains 89020 members 
Entering Unmasked Estep 
Score: -27695902.000000 Penalty: 6060.192383
	Iteration 4F: 3 clusters Score -2.76959e+07 nChanged 13293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121021 members 
Mstep: Class 2 contains 81405 members 
Entering Unmasked Estep 
Score: -27704882.000000 Penalty: 6060.192383
	Iteration 5F: 3 clusters Score -2.770488e+07 nChanged 15272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130717 members 
Mstep: Class 2 contains 71709 members 
Entering Unmasked Estep 
Score: -27717474.000000 Penalty: 6060.192383
	Iteration 6F: 3 clusters Score -2.771747e+07 nChanged 14983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139880 members 
Mstep: Class 2 contains 62546 members 
Entering Unmasked Estep 
Score: -27730746.000000 Penalty: 6060.192383
	Iteration 7F: 3 clusters Score -2.773075e+07 nChanged 11992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146446 members 
Mstep: Class 2 contains 55980 members 
Entering Unmasked Estep 
Score: -27739698.000000 Penalty: 6060.192383
	Iteration 8F: 3 clusters Score -2.77397e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151168 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -27743742.000000 Penalty: 6060.192383
	Iteration 9Q: 3 clusters Score -2.774374e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155420 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -27745866.000000 Penalty: 6060.192383
	Iteration 10Q: 3 clusters Score -2.774587e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159534 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -27747538.000000 Penalty: 6060.192383
	Iteration 11Q: 3 clusters Score -2.774754e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163564 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -27748960.000000 Penalty: 6060.192383
	Iteration 12Q: 3 clusters Score -2.774896e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167553 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -27750250.000000 Penalty: 6060.192383
	Iteration 13Q: 3 clusters Score -2.775025e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171342 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -27751508.000000 Penalty: 6060.192383
	Iteration 14Q: 3 clusters Score -2.775151e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175087 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -27752384.000000 Penalty: 6060.192383
	Iteration 15Q: 3 clusters Score -2.775238e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178717 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -27753366.000000 Penalty: 6060.192383
	Iteration 16Q: 3 clusters Score -2.775337e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182124 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -27754214.000000 Penalty: 6060.192383
	Iteration 17Q: 3 clusters Score -2.775421e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185272 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -27754858.000000 Penalty: 6060.192383
	Iteration 18Q: 3 clusters Score -2.775486e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188079 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -27755268.000000 Penalty: 6060.192383
	Iteration 19Q: 3 clusters Score -2.775527e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190547 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -27756012.000000 Penalty: 6060.192383
	Iteration 20F: 3 clusters Score -2.775601e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192670 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -27756212.000000 Penalty: 6060.192383
	Iteration 21Q: 3 clusters Score -2.775621e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194407 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -27756558.000000 Penalty: 6060.192383
	Iteration 22Q: 3 clusters Score -2.775656e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195807 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -27756658.000000 Penalty: 6060.192383
	Iteration 23Q: 3 clusters Score -2.775666e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196945 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -27756754.000000 Penalty: 6060.192383
	Iteration 24Q: 3 clusters Score -2.775675e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197870 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -27756692.000000 Penalty: 6060.192383
	Iteration 25Q: 3 clusters Score -2.775669e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198577 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -27756556.000000 Penalty: 6060.192383
	Iteration 26Q: 3 clusters Score -2.775656e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199114 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -27756510.000000 Penalty: 6060.192383
	Iteration 27Q: 3 clusters Score -2.775651e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199538 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -27756412.000000 Penalty: 6060.192383
	Iteration 28Q: 3 clusters Score -2.775641e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199860 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -27756308.000000 Penalty: 6060.192383
	Iteration 29Q: 3 clusters Score -2.775631e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200116 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -27756306.000000 Penalty: 6060.192383
	Iteration 30Q: 3 clusters Score -2.775631e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200315 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -27756238.000000 Penalty: 6060.192383
	Iteration 31Q: 3 clusters Score -2.775624e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200468 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -27756156.000000 Penalty: 6060.192383
	Iteration 32Q: 3 clusters Score -2.775616e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200593 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -27756136.000000 Penalty: 6060.192383
	Iteration 33Q: 3 clusters Score -2.775614e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200686 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -27756102.000000 Penalty: 6060.192383
	Iteration 34Q: 3 clusters Score -2.77561e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200775 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -27756108.000000 Penalty: 6060.192383
	Iteration 35Q: 3 clusters Score -2.775611e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200840 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -27756104.000000 Penalty: 6060.192383
	Iteration 36Q: 3 clusters Score -2.77561e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200887 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -27756092.000000 Penalty: 6060.192383
	Iteration 37Q: 3 clusters Score -2.775609e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200919 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -27756072.000000 Penalty: 6060.192383
	Iteration 38Q: 3 clusters Score -2.775607e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200955 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -27756072.000000 Penalty: 6060.192383
	Iteration 39Q: 3 clusters Score -2.775607e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200989 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -27756052.000000 Penalty: 6060.192383
	Iteration 40F: 3 clusters Score -2.775605e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201020 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -27756040.000000 Penalty: 6060.192383
	Iteration 41Q: 3 clusters Score -2.775604e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201042 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -27756040.000000 Penalty: 6060.192383
	Iteration 42Q: 3 clusters Score -2.775604e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201064 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -27756068.000000 Penalty: 6060.192383
	Iteration 43Q: 3 clusters Score -2.775607e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201084 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -27756048.000000 Penalty: 6060.192383
	Iteration 44Q: 3 clusters Score -2.775605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201092 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -27756056.000000 Penalty: 6060.192383
	Iteration 45Q: 3 clusters Score -2.775606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201100 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -27756058.000000 Penalty: 6060.192383
	Iteration 46Q: 3 clusters Score -2.775606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201110 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -27756024.000000 Penalty: 6060.192383
	Iteration 47Q: 3 clusters Score -2.775602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201120 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -27756028.000000 Penalty: 6060.192383
	Iteration 48Q: 3 clusters Score -2.775603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201129 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -27756018.000000 Penalty: 6060.192383
	Iteration 49Q: 3 clusters Score -2.775602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201142 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -27756030.000000 Penalty: 6060.192383
	Iteration 50Q: 3 clusters Score -2.775603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201152 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -27756036.000000 Penalty: 6060.192383
	Iteration 51Q: 3 clusters Score -2.775604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201163 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -27756014.000000 Penalty: 6060.192383
	Iteration 52Q: 3 clusters Score -2.775601e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201177 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -27756028.000000 Penalty: 6060.192383
	Iteration 53Q: 3 clusters Score -2.775603e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201192 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -27756024.000000 Penalty: 6060.192383
	Iteration 54Q: 3 clusters Score -2.775602e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201206 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -27756016.000000 Penalty: 6060.192383
	Iteration 55Q: 3 clusters Score -2.775602e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201223 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -27756008.000000 Penalty: 6060.192383
	Iteration 56Q: 3 clusters Score -2.775601e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201231 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -27755984.000000 Penalty: 6060.192383
	Iteration 57Q: 3 clusters Score -2.775598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201235 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -27755996.000000 Penalty: 6060.192383
	Iteration 58Q: 3 clusters Score -2.7756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201239 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -27755978.000000 Penalty: 6060.192383
	Iteration 59Q: 3 clusters Score -2.775598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201241 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -27755988.000000 Penalty: 6060.192383
	Iteration 60F: 3 clusters Score -2.775599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201243 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -27755978.000000 Penalty: 6060.192383
	Iteration 61Q: 3 clusters Score -2.775598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201244 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -27755968.000000 Penalty: 6060.192383
	Iteration 62Q: 3 clusters Score -2.775597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201244 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -27755968.000000 Penalty: 6060.192383
	Iteration 63F: 3 clusters Score -2.775597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (67541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67541 members 
Entering Unmasked Estep 
Score: -9328912.000000 Penalty: 2757.881592
	Iteration 0F: 2 clusters Score -9328912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -9283551.000000 Penalty: 5515.763184
	Iteration 0F: 3 clusters Score -9283551 nChanged 31587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -9301490.000000 Penalty: 5515.763184
	Iteration 1F: 3 clusters Score -9301490 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -9302434.000000 Penalty: 5515.763184
	Iteration 2Q: 3 clusters Score -9302434 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -9303785.000000 Penalty: 5515.763184
	Iteration 3Q: 3 clusters Score -9303785 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -9305740.000000 Penalty: 5515.763184
	Iteration 4F: 3 clusters Score -9305740 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -9309018.000000 Penalty: 5515.763184
	Iteration 5F: 3 clusters Score -9309018 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -9313666.000000 Penalty: 5515.763184
	Iteration 6F: 3 clusters Score -9313666 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -9318880.000000 Penalty: 5515.763184
	Iteration 7F: 3 clusters Score -9318880 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63675 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -9322883.000000 Penalty: 5515.763184
	Iteration 8F: 3 clusters Score -9322883 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65834 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -9324938.000000 Penalty: 5515.763184
	Iteration 9Q: 3 clusters Score -9324938 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66732 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -9325832.000000 Penalty: 5515.763184
	Iteration 10Q: 3 clusters Score -9325832 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67041 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9326152.000000 Penalty: 5515.763184
	Iteration 11Q: 3 clusters Score -9326152 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67140 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9326281.000000 Penalty: 5515.763184
	Iteration 12Q: 3 clusters Score -9326281 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67184 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9326356.000000 Penalty: 5515.763184
	Iteration 13Q: 3 clusters Score -9326356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67213 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9326405.000000 Penalty: 5515.763184
	Iteration 14Q: 3 clusters Score -9326405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67228 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9326430.000000 Penalty: 5515.763184
	Iteration 15Q: 3 clusters Score -9326430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9326446.000000 Penalty: 5515.763184
	Iteration 16Q: 3 clusters Score -9326446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67243 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9326454.000000 Penalty: 5515.763184
	Iteration 17Q: 3 clusters Score -9326454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67247 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9326460.000000 Penalty: 5515.763184
	Iteration 18Q: 3 clusters Score -9326460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67251 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9326474.000000 Penalty: 5515.763184
	Iteration 19Q: 3 clusters Score -9326474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67255 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9326488.000000 Penalty: 5515.763184
	Iteration 20F: 3 clusters Score -9326488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67256 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9326495.000000 Penalty: 5515.763184
	Iteration 21Q: 3 clusters Score -9326495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67259 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -9326499.000000 Penalty: 5515.763184
	Iteration 22Q: 3 clusters Score -9326499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9326507.000000 Penalty: 5515.763184
	Iteration 23Q: 3 clusters Score -9326507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67269 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9326523.000000 Penalty: 5515.763184
	Iteration 24Q: 3 clusters Score -9326523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67271 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9326526.000000 Penalty: 5515.763184
	Iteration 25Q: 3 clusters Score -9326526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67275 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9326530.000000 Penalty: 5515.763184
	Iteration 26Q: 3 clusters Score -9326530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67277 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9326531.000000 Penalty: 5515.763184
	Iteration 27Q: 3 clusters Score -9326531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67279 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9326538.000000 Penalty: 5515.763184
	Iteration 28Q: 3 clusters Score -9326538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67281 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9326543.000000 Penalty: 5515.763184
	Iteration 29Q: 3 clusters Score -9326543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67283 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9326544.000000 Penalty: 5515.763184
	Iteration 30Q: 3 clusters Score -9326544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67284 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9326552.000000 Penalty: 5515.763184
	Iteration 31Q: 3 clusters Score -9326552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67284 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9326552.000000 Penalty: 5515.763184
	Iteration 32F: 3 clusters Score -9326552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Entering Unmasked Estep 
Score: -292716.937500 Penalty: 1911.908447
	Iteration 0F: 2 clusters Score -292716.9 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 1197 members 
Entering Unmasked Estep 
Score: -289977.906250 Penalty: 3823.816895
	Iteration 0F: 3 clusters Score -289977.9 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -290517.875000 Penalty: 3823.816895
	Iteration 1F: 3 clusters Score -290517.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -290650.312500 Penalty: 3823.816895
	Iteration 2F: 3 clusters Score -290650.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -290729.031250 Penalty: 3823.816895
	Iteration 3Q: 3 clusters Score -290729 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -290804.406250 Penalty: 3823.816895
	Iteration 4Q: 3 clusters Score -290804.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -290863.812500 Penalty: 3823.816895
	Iteration 5Q: 3 clusters Score -290863.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -290907.093750 Penalty: 3823.816895
	Iteration 6Q: 3 clusters Score -290907.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -290938.468750 Penalty: 3823.816895
	Iteration 7Q: 3 clusters Score -290938.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -290968.156250 Penalty: 3823.816895
	Iteration 8Q: 3 clusters Score -290968.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -290998.812500 Penalty: 3823.816895
	Iteration 9Q: 3 clusters Score -290998.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -291022.031250 Penalty: 3823.816895
	Iteration 10Q: 3 clusters Score -291022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -291043.937500 Penalty: 3823.816895
	Iteration 11Q: 3 clusters Score -291043.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -291054.375000 Penalty: 3823.816895
	Iteration 12Q: 3 clusters Score -291054.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -291067.375000 Penalty: 3823.816895
	Iteration 13Q: 3 clusters Score -291067.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -291080.781250 Penalty: 3823.816895
	Iteration 14Q: 3 clusters Score -291080.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -291095.875000 Penalty: 3823.816895
	Iteration 15Q: 3 clusters Score -291095.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -291104.687500 Penalty: 3823.816895
	Iteration 16Q: 3 clusters Score -291104.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -291113.406250 Penalty: 3823.816895
	Iteration 17Q: 3 clusters Score -291113.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -291116.718750 Penalty: 3823.816895
	Iteration 18Q: 3 clusters Score -291116.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -291119.500000 Penalty: 3823.816895
	Iteration 19Q: 3 clusters Score -291119.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -291120.562500 Penalty: 3823.816895
	Iteration 20F: 3 clusters Score -291120.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -291121.593750 Penalty: 3823.816895
	Iteration 21Q: 3 clusters Score -291121.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -291121.593750 Penalty: 3823.816895
	Iteration 22F: 3 clusters Score -291121.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Entering Unmasked Estep 
Score: -5099248.000000 Penalty: 2606.063965
	Iteration 0F: 2 clusters Score -5099248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -5074400.500000 Penalty: 5212.127930
	Iteration 0F: 3 clusters Score -5074400 nChanged 16609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -5083458.000000 Penalty: 5212.127930
	Iteration 1F: 3 clusters Score -5083458 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -5083902.500000 Penalty: 5212.127930
	Iteration 2Q: 3 clusters Score -5083902 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -5084320.000000 Penalty: 5212.127930
	Iteration 3Q: 3 clusters Score -5084320 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -5084677.500000 Penalty: 5212.127930
	Iteration 4Q: 3 clusters Score -5084678 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -5085022.000000 Penalty: 5212.127930
	Iteration 5Q: 3 clusters Score -5085022 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -5085403.500000 Penalty: 5212.127930
	Iteration 6Q: 3 clusters Score -5085404 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -5085980.000000 Penalty: 5212.127930
	Iteration 7Q: 3 clusters Score -5085980 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -5086733.000000 Penalty: 5212.127930
	Iteration 8Q: 3 clusters Score -5086733 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -5087888.500000 Penalty: 5212.127930
	Iteration 9F: 3 clusters Score -5087888 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -5089519.000000 Penalty: 5212.127930
	Iteration 10F: 3 clusters Score -5089519 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -5091655.000000 Penalty: 5212.127930
	Iteration 11F: 3 clusters Score -5091655 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -5093558.000000 Penalty: 5212.127930
	Iteration 12F: 3 clusters Score -5093558 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -5094580.500000 Penalty: 5212.127930
	Iteration 13Q: 3 clusters Score -5094580 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -5095043.000000 Penalty: 5212.127930
	Iteration 14Q: 3 clusters Score -5095043 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -5095291.500000 Penalty: 5212.127930
	Iteration 15Q: 3 clusters Score -5095292 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -5095495.500000 Penalty: 5212.127930
	Iteration 16Q: 3 clusters Score -5095496 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -5095712.500000 Penalty: 5212.127930
	Iteration 17Q: 3 clusters Score -5095712 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -5095868.500000 Penalty: 5212.127930
	Iteration 18Q: 3 clusters Score -5095868 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -5096023.500000 Penalty: 5212.127930
	Iteration 19Q: 3 clusters Score -5096024 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -5096149.500000 Penalty: 5212.127930
	Iteration 20F: 3 clusters Score -5096150 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -5096267.500000 Penalty: 5212.127930
	Iteration 21Q: 3 clusters Score -5096268 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -5096345.500000 Penalty: 5212.127930
	Iteration 22Q: 3 clusters Score -5096346 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -5096425.500000 Penalty: 5212.127930
	Iteration 23Q: 3 clusters Score -5096426 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -5096499.000000 Penalty: 5212.127930
	Iteration 24Q: 3 clusters Score -5096499 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -5096574.500000 Penalty: 5212.127930
	Iteration 25Q: 3 clusters Score -5096574 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -5096632.000000 Penalty: 5212.127930
	Iteration 26Q: 3 clusters Score -5096632 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -5096677.000000 Penalty: 5212.127930
	Iteration 27Q: 3 clusters Score -5096677 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -5096728.500000 Penalty: 5212.127930
	Iteration 28Q: 3 clusters Score -5096728 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -5096765.500000 Penalty: 5212.127930
	Iteration 29Q: 3 clusters Score -5096766 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -5096801.000000 Penalty: 5212.127930
	Iteration 30Q: 3 clusters Score -5096801 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -5096845.000000 Penalty: 5212.127930
	Iteration 31Q: 3 clusters Score -5096845 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -5096871.500000 Penalty: 5212.127930
	Iteration 32Q: 3 clusters Score -5096872 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -5096899.500000 Penalty: 5212.127930
	Iteration 33Q: 3 clusters Score -5096900 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -5096933.500000 Penalty: 5212.127930
	Iteration 34Q: 3 clusters Score -5096934 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -5096963.500000 Penalty: 5212.127930
	Iteration 35Q: 3 clusters Score -5096964 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -5096993.000000 Penalty: 5212.127930
	Iteration 36Q: 3 clusters Score -5096993 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -5097013.000000 Penalty: 5212.127930
	Iteration 37Q: 3 clusters Score -5097013 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -5097021.000000 Penalty: 5212.127930
	Iteration 38Q: 3 clusters Score -5097021 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -5097033.500000 Penalty: 5212.127930
	Iteration 39Q: 3 clusters Score -5097034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -5097038.500000 Penalty: 5212.127930
	Iteration 40F: 3 clusters Score -5097038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -5097063.500000 Penalty: 5212.127930
	Iteration 41Q: 3 clusters Score -5097064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -5097090.000000 Penalty: 5212.127930
	Iteration 42Q: 3 clusters Score -5097090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -5097101.500000 Penalty: 5212.127930
	Iteration 43Q: 3 clusters Score -5097102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -5097114.500000 Penalty: 5212.127930
	Iteration 44Q: 3 clusters Score -5097114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -5097130.500000 Penalty: 5212.127930
	Iteration 45Q: 3 clusters Score -5097130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -5097144.500000 Penalty: 5212.127930
	Iteration 46Q: 3 clusters Score -5097144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -5097142.500000 Penalty: 5212.127930
	Iteration 47Q: 3 clusters Score -5097142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -5097159.000000 Penalty: 5212.127930
	Iteration 48Q: 3 clusters Score -5097159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -5097152.000000 Penalty: 5212.127930
	Iteration 49Q: 3 clusters Score -5097152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -5097161.000000 Penalty: 5212.127930
	Iteration 50Q: 3 clusters Score -5097161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -5097165.500000 Penalty: 5212.127930
	Iteration 51Q: 3 clusters Score -5097166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -5097175.000000 Penalty: 5212.127930
	Iteration 52Q: 3 clusters Score -5097175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -5097177.000000 Penalty: 5212.127930
	Iteration 53Q: 3 clusters Score -5097177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -5097200.000000 Penalty: 5212.127930
	Iteration 54Q: 3 clusters Score -5097200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -5097197.500000 Penalty: 5212.127930
	Iteration 55Q: 3 clusters Score -5097198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -5097217.500000 Penalty: 5212.127930
	Iteration 56Q: 3 clusters Score -5097218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -5097224.000000 Penalty: 5212.127930
	Iteration 57Q: 3 clusters Score -5097224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -5097230.000000 Penalty: 5212.127930
	Iteration 58Q: 3 clusters Score -5097230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -5097255.500000 Penalty: 5212.127930
	Iteration 59Q: 3 clusters Score -5097256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -5097258.500000 Penalty: 5212.127930
	Iteration 60F: 3 clusters Score -5097258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -5097267.500000 Penalty: 5212.127930
	Iteration 61Q: 3 clusters Score -5097268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -5097274.000000 Penalty: 5212.127930
	Iteration 62Q: 3 clusters Score -5097274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -5097285.500000 Penalty: 5212.127930
	Iteration 63Q: 3 clusters Score -5097286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -5097306.500000 Penalty: 5212.127930
	Iteration 64Q: 3 clusters Score -5097306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -5097314.000000 Penalty: 5212.127930
	Iteration 65Q: 3 clusters Score -5097314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -5097327.500000 Penalty: 5212.127930
	Iteration 66Q: 3 clusters Score -5097328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -5097331.000000 Penalty: 5212.127930
	Iteration 67Q: 3 clusters Score -5097331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -5097344.000000 Penalty: 5212.127930
	Iteration 68Q: 3 clusters Score -5097344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -5097338.000000 Penalty: 5212.127930
	Iteration 69Q: 3 clusters Score -5097338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -5097342.500000 Penalty: 5212.127930
	Iteration 70Q: 3 clusters Score -5097342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -5097345.000000 Penalty: 5212.127930
	Iteration 71Q: 3 clusters Score -5097345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -5097343.000000 Penalty: 5212.127930
	Iteration 72Q: 3 clusters Score -5097343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -5097347.000000 Penalty: 5212.127930
	Iteration 73Q: 3 clusters Score -5097347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -5097348.500000 Penalty: 5212.127930
	Iteration 74Q: 3 clusters Score -5097348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -5097347.500000 Penalty: 5212.127930
	Iteration 75Q: 3 clusters Score -5097348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -5097346.000000 Penalty: 5212.127930
	Iteration 76Q: 3 clusters Score -5097346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -5097346.000000 Penalty: 5212.127930
	Iteration 77Q: 3 clusters Score -5097346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -5097343.500000 Penalty: 5212.127930
	Iteration 78Q: 3 clusters Score -5097344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -5097348.000000 Penalty: 5212.127930
	Iteration 79Q: 3 clusters Score -5097348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -5097348.000000 Penalty: 5212.127930
	Iteration 80F: 3 clusters Score -5097348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -128719.101562 Penalty: 1712.626831
	Iteration 0F: 2 clusters Score -128719.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -126797.789062 Penalty: 3425.253662
	Iteration 0F: 3 clusters Score -126797.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -127085.835938 Penalty: 3425.253662
	Iteration 1F: 3 clusters Score -127085.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -127198.179688 Penalty: 3425.253662
	Iteration 2F: 3 clusters Score -127198.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -127275.578125 Penalty: 3425.253662
	Iteration 3Q: 3 clusters Score -127275.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -127316.117188 Penalty: 3425.253662
	Iteration 4Q: 3 clusters Score -127316.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -127351.671875 Penalty: 3425.253662
	Iteration 5Q: 3 clusters Score -127351.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -127379.414062 Penalty: 3425.253662
	Iteration 6Q: 3 clusters Score -127379.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -127402.445312 Penalty: 3425.253662
	Iteration 7Q: 3 clusters Score -127402.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -127418.195312 Penalty: 3425.253662
	Iteration 8Q: 3 clusters Score -127418.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -127429.070312 Penalty: 3425.253662
	Iteration 9Q: 3 clusters Score -127429.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -127445.359375 Penalty: 3425.253662
	Iteration 10Q: 3 clusters Score -127445.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -127456.546875 Penalty: 3425.253662
	Iteration 11Q: 3 clusters Score -127456.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -127469.054688 Penalty: 3425.253662
	Iteration 12Q: 3 clusters Score -127469.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -127476.992188 Penalty: 3425.253662
	Iteration 13Q: 3 clusters Score -127477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -127482.726562 Penalty: 3425.253662
	Iteration 14Q: 3 clusters Score -127482.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -127484.835938 Penalty: 3425.253662
	Iteration 15Q: 3 clusters Score -127484.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -127491.671875 Penalty: 3425.253662
	Iteration 16Q: 3 clusters Score -127491.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -127498.296875 Penalty: 3425.253662
	Iteration 17Q: 3 clusters Score -127498.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -127508.671875 Penalty: 3425.253662
	Iteration 18Q: 3 clusters Score -127508.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -127515.023438 Penalty: 3425.253662
	Iteration 19Q: 3 clusters Score -127515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -127518.375000 Penalty: 3425.253662
	Iteration 20F: 3 clusters Score -127518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -127521.617188 Penalty: 3425.253662
	Iteration 21Q: 3 clusters Score -127521.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -127525.046875 Penalty: 3425.253662
	Iteration 22Q: 3 clusters Score -127525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -127526.617188 Penalty: 3425.253662
	Iteration 23Q: 3 clusters Score -127526.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -127526.617188 Penalty: 3425.253662
	Iteration 24F: 3 clusters Score -127526.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Entering Unmasked Estep 
Score: -200973.734375 Penalty: 1827.817261
	Iteration 0F: 2 clusters Score -200973.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -198635.500000 Penalty: 3655.634521
	Iteration 0F: 3 clusters Score -198635.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -199214.125000 Penalty: 3655.634521
	Iteration 1F: 3 clusters Score -199214.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -199535.328125 Penalty: 3655.634521
	Iteration 2F: 3 clusters Score -199535.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -199714.687500 Penalty: 3655.634521
	Iteration 3F: 3 clusters Score -199714.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -199841.750000 Penalty: 3655.634521
	Iteration 4Q: 3 clusters Score -199841.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -199969.734375 Penalty: 3655.634521
	Iteration 5Q: 3 clusters Score -199969.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -200082.625000 Penalty: 3655.634521
	Iteration 6Q: 3 clusters Score -200082.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -200174.234375 Penalty: 3655.634521
	Iteration 7Q: 3 clusters Score -200174.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -200246.437500 Penalty: 3655.634521
	Iteration 8Q: 3 clusters Score -200246.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -200313.687500 Penalty: 3655.634521
	Iteration 9Q: 3 clusters Score -200313.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -200388.046875 Penalty: 3655.634521
	Iteration 10Q: 3 clusters Score -200388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -200464.968750 Penalty: 3655.634521
	Iteration 11Q: 3 clusters Score -200465 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -200524.078125 Penalty: 3655.634521
	Iteration 12Q: 3 clusters Score -200524.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -200622.968750 Penalty: 3655.634521
	Iteration 13Q: 3 clusters Score -200623 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -200751.734375 Penalty: 3655.634521
	Iteration 14Q: 3 clusters Score -200751.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -200815.062500 Penalty: 3655.634521
	Iteration 15Q: 3 clusters Score -200815.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -200840.890625 Penalty: 3655.634521
	Iteration 16Q: 3 clusters Score -200840.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -200850.890625 Penalty: 3655.634521
	Iteration 17Q: 3 clusters Score -200850.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -200856.312500 Penalty: 3655.634521
	Iteration 18Q: 3 clusters Score -200856.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -200857.765625 Penalty: 3655.634521
	Iteration 19Q: 3 clusters Score -200857.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -200859.046875 Penalty: 3655.634521
	Iteration 20F: 3 clusters Score -200859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -70829.296875 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -70829.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69250.296875 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -69250.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69441.492188 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -69441.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69522.640625 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -69522.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69554.500000 Penalty: 3156.062012
	Iteration 3Q: 3 clusters Score -69554.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69579.851562 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -69579.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69588.679688 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -69588.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69593.476562 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -69593.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69598.546875 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -69598.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -69599.429688 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -69599.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -69599.429688 Penalty: 3156.062012
	Iteration 9F: 3 clusters Score -69599.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (177865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177865 members 
Entering Unmasked Estep 
Score: -24462970.000000 Penalty: 2998.017578
	Iteration 0F: 2 clusters Score -2.446297e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88731 members 
Mstep: Class 2 contains 89134 members 
Entering Unmasked Estep 
Score: -24349074.000000 Penalty: 5996.035156
	Iteration 0F: 3 clusters Score -2.434907e+07 nChanged 85333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85586 members 
Mstep: Class 2 contains 92279 members 
Entering Unmasked Estep 
Score: -24399810.000000 Penalty: 5996.035156
	Iteration 1F: 3 clusters Score -2.439981e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83493 members 
Mstep: Class 2 contains 94372 members 
Entering Unmasked Estep 
Score: -24401834.000000 Penalty: 5996.035156
	Iteration 2Q: 3 clusters Score -2.440183e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80026 members 
Mstep: Class 2 contains 97839 members 
Entering Unmasked Estep 
Score: -24404804.000000 Penalty: 5996.035156
	Iteration 3Q: 3 clusters Score -2.44048e+07 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74721 members 
Mstep: Class 2 contains 103144 members 
Entering Unmasked Estep 
Score: -24409642.000000 Penalty: 5996.035156
	Iteration 4F: 3 clusters Score -2.440964e+07 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67238 members 
Mstep: Class 2 contains 110627 members 
Entering Unmasked Estep 
Score: -24416426.000000 Penalty: 5996.035156
	Iteration 5F: 3 clusters Score -2.441643e+07 nChanged 12658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57962 members 
Mstep: Class 2 contains 119903 members 
Entering Unmasked Estep 
Score: -24426600.000000 Penalty: 5996.035156
	Iteration 6F: 3 clusters Score -2.44266e+07 nChanged 12496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 128869 members 
Entering Unmasked Estep 
Score: -24437772.000000 Penalty: 5996.035156
	Iteration 7F: 3 clusters Score -2.443777e+07 nChanged 10165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 135472 members 
Entering Unmasked Estep 
Score: -24445656.000000 Penalty: 5996.035156
	Iteration 8F: 3 clusters Score -2.444566e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 140145 members 
Entering Unmasked Estep 
Score: -24449762.000000 Penalty: 5996.035156
	Iteration 9Q: 3 clusters Score -2.444976e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 144139 members 
Entering Unmasked Estep 
Score: -24451934.000000 Penalty: 5996.035156
	Iteration 10Q: 3 clusters Score -2.445193e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 147794 members 
Entering Unmasked Estep 
Score: -24453458.000000 Penalty: 5996.035156
	Iteration 11Q: 3 clusters Score -2.445346e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 151333 members 
Entering Unmasked Estep 
Score: -24454754.000000 Penalty: 5996.035156
	Iteration 12Q: 3 clusters Score -2.445475e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 154672 members 
Entering Unmasked Estep 
Score: -24455814.000000 Penalty: 5996.035156
	Iteration 13Q: 3 clusters Score -2.445581e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 157726 members 
Entering Unmasked Estep 
Score: -24456990.000000 Penalty: 5996.035156
	Iteration 14Q: 3 clusters Score -2.445699e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 160518 members 
Entering Unmasked Estep 
Score: -24458018.000000 Penalty: 5996.035156
	Iteration 15Q: 3 clusters Score -2.445802e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 162975 members 
Entering Unmasked Estep 
Score: -24458792.000000 Penalty: 5996.035156
	Iteration 16Q: 3 clusters Score -2.445879e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 165108 members 
Entering Unmasked Estep 
Score: -24459270.000000 Penalty: 5996.035156
	Iteration 17Q: 3 clusters Score -2.445927e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 166982 members 
Entering Unmasked Estep 
Score: -24459688.000000 Penalty: 5996.035156
	Iteration 18Q: 3 clusters Score -2.445969e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 168621 members 
Entering Unmasked Estep 
Score: -24459974.000000 Penalty: 5996.035156
	Iteration 19Q: 3 clusters Score -2.445997e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 170062 members 
Entering Unmasked Estep 
Score: -24460240.000000 Penalty: 5996.035156
	Iteration 20F: 3 clusters Score -2.446024e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 171284 members 
Entering Unmasked Estep 
Score: -24460472.000000 Penalty: 5996.035156
	Iteration 21Q: 3 clusters Score -2.446047e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 172245 members 
Entering Unmasked Estep 
Score: -24460556.000000 Penalty: 5996.035156
	Iteration 22Q: 3 clusters Score -2.446056e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 173011 members 
Entering Unmasked Estep 
Score: -24460720.000000 Penalty: 5996.035156
	Iteration 23Q: 3 clusters Score -2.446072e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 173620 members 
Entering Unmasked Estep 
Score: -24460772.000000 Penalty: 5996.035156
	Iteration 24Q: 3 clusters Score -2.446077e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 174132 members 
Entering Unmasked Estep 
Score: -24460776.000000 Penalty: 5996.035156
	Iteration 25Q: 3 clusters Score -2.446078e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 174550 members 
Entering Unmasked Estep 
Score: -24460846.000000 Penalty: 5996.035156
	Iteration 26Q: 3 clusters Score -2.446085e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 174877 members 
Entering Unmasked Estep 
Score: -24460916.000000 Penalty: 5996.035156
	Iteration 27Q: 3 clusters Score -2.446092e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 175132 members 
Entering Unmasked Estep 
Score: -24460898.000000 Penalty: 5996.035156
	Iteration 28Q: 3 clusters Score -2.44609e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 175357 members 
Entering Unmasked Estep 
Score: -24460922.000000 Penalty: 5996.035156
	Iteration 29Q: 3 clusters Score -2.446092e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 175541 members 
Entering Unmasked Estep 
Score: -24460942.000000 Penalty: 5996.035156
	Iteration 30Q: 3 clusters Score -2.446094e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 175693 members 
Entering Unmasked Estep 
Score: -24460948.000000 Penalty: 5996.035156
	Iteration 31Q: 3 clusters Score -2.446095e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 175800 members 
Entering Unmasked Estep 
Score: -24461022.000000 Penalty: 5996.035156
	Iteration 32Q: 3 clusters Score -2.446102e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 175873 members 
Entering Unmasked Estep 
Score: -24461020.000000 Penalty: 5996.035156
	Iteration 33Q: 3 clusters Score -2.446102e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 175938 members 
Entering Unmasked Estep 
Score: -24461028.000000 Penalty: 5996.035156
	Iteration 34Q: 3 clusters Score -2.446103e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 176005 members 
Entering Unmasked Estep 
Score: -24461000.000000 Penalty: 5996.035156
	Iteration 35Q: 3 clusters Score -2.4461e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 176076 members 
Entering Unmasked Estep 
Score: -24460970.000000 Penalty: 5996.035156
	Iteration 36Q: 3 clusters Score -2.446097e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 176146 members 
Entering Unmasked Estep 
Score: -24460976.000000 Penalty: 5996.035156
	Iteration 37Q: 3 clusters Score -2.446098e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 176205 members 
Entering Unmasked Estep 
Score: -24460970.000000 Penalty: 5996.035156
	Iteration 38Q: 3 clusters Score -2.446097e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 176257 members 
Entering Unmasked Estep 
Score: -24460954.000000 Penalty: 5996.035156
	Iteration 39Q: 3 clusters Score -2.446095e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 176310 members 
Entering Unmasked Estep 
Score: -24460938.000000 Penalty: 5996.035156
	Iteration 40F: 3 clusters Score -2.446094e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 176358 members 
Entering Unmasked Estep 
Score: -24460930.000000 Penalty: 5996.035156
	Iteration 41Q: 3 clusters Score -2.446093e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 176392 members 
Entering Unmasked Estep 
Score: -24460908.000000 Penalty: 5996.035156
	Iteration 42Q: 3 clusters Score -2.446091e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 176429 members 
Entering Unmasked Estep 
Score: -24460936.000000 Penalty: 5996.035156
	Iteration 43Q: 3 clusters Score -2.446094e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 176459 members 
Entering Unmasked Estep 
Score: -24460944.000000 Penalty: 5996.035156
	Iteration 44Q: 3 clusters Score -2.446094e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 176492 members 
Entering Unmasked Estep 
Score: -24460920.000000 Penalty: 5996.035156
	Iteration 45Q: 3 clusters Score -2.446092e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 176518 members 
Entering Unmasked Estep 
Score: -24460914.000000 Penalty: 5996.035156
	Iteration 46Q: 3 clusters Score -2.446091e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 176539 members 
Entering Unmasked Estep 
Score: -24460932.000000 Penalty: 5996.035156
	Iteration 47Q: 3 clusters Score -2.446093e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 176552 members 
Entering Unmasked Estep 
Score: -24460930.000000 Penalty: 5996.035156
	Iteration 48Q: 3 clusters Score -2.446093e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 176564 members 
Entering Unmasked Estep 
Score: -24460910.000000 Penalty: 5996.035156
	Iteration 49Q: 3 clusters Score -2.446091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 176571 members 
Entering Unmasked Estep 
Score: -24460912.000000 Penalty: 5996.035156
	Iteration 50Q: 3 clusters Score -2.446091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 176578 members 
Entering Unmasked Estep 
Score: -24460906.000000 Penalty: 5996.035156
	Iteration 51Q: 3 clusters Score -2.446091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 176583 members 
Entering Unmasked Estep 
Score: -24460916.000000 Penalty: 5996.035156
	Iteration 52Q: 3 clusters Score -2.446092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 176587 members 
Entering Unmasked Estep 
Score: -24460888.000000 Penalty: 5996.035156
	Iteration 53Q: 3 clusters Score -2.446089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 176591 members 
Entering Unmasked Estep 
Score: -24460910.000000 Penalty: 5996.035156
	Iteration 54Q: 3 clusters Score -2.446091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 176598 members 
Entering Unmasked Estep 
Score: -24460902.000000 Penalty: 5996.035156
	Iteration 55Q: 3 clusters Score -2.44609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 176605 members 
Entering Unmasked Estep 
Score: -24460902.000000 Penalty: 5996.035156
	Iteration 56Q: 3 clusters Score -2.44609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 176608 members 
Entering Unmasked Estep 
Score: -24460906.000000 Penalty: 5996.035156
	Iteration 57Q: 3 clusters Score -2.446091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 176610 members 
Entering Unmasked Estep 
Score: -24460904.000000 Penalty: 5996.035156
	Iteration 58Q: 3 clusters Score -2.44609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 176612 members 
Entering Unmasked Estep 
Score: -24460912.000000 Penalty: 5996.035156
	Iteration 59Q: 3 clusters Score -2.446091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 176614 members 
Entering Unmasked Estep 
Score: -24460910.000000 Penalty: 5996.035156
	Iteration 60F: 3 clusters Score -2.446091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 176616 members 
Entering Unmasked Estep 
Score: -24460914.000000 Penalty: 5996.035156
	Iteration 61Q: 3 clusters Score -2.446091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 176616 members 
Entering Unmasked Estep 
Score: -24460914.000000 Penalty: 5996.035156
	Iteration 62F: 3 clusters Score -2.446091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Entering Unmasked Estep 
Score: -4216604.500000 Penalty: 2558.235352
	Iteration 0F: 2 clusters Score -4216604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -4195879.000000 Penalty: 5116.470703
	Iteration 0F: 3 clusters Score -4195879 nChanged 13631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -4203323.500000 Penalty: 5116.470703
	Iteration 1F: 3 clusters Score -4203324 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -4203764.000000 Penalty: 5116.470703
	Iteration 2Q: 3 clusters Score -4203764 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -4204151.000000 Penalty: 5116.470703
	Iteration 3Q: 3 clusters Score -4204151 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -4204563.000000 Penalty: 5116.470703
	Iteration 4Q: 3 clusters Score -4204563 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -4205042.000000 Penalty: 5116.470703
	Iteration 5Q: 3 clusters Score -4205042 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -4205692.000000 Penalty: 5116.470703
	Iteration 6Q: 3 clusters Score -4205692 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -4206637.500000 Penalty: 5116.470703
	Iteration 7F: 3 clusters Score -4206638 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -4207971.500000 Penalty: 5116.470703
	Iteration 8F: 3 clusters Score -4207972 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -4209610.000000 Penalty: 5116.470703
	Iteration 9F: 3 clusters Score -4209610 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -4211362.000000 Penalty: 5116.470703
	Iteration 10F: 3 clusters Score -4211362 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -4212687.500000 Penalty: 5116.470703
	Iteration 11Q: 3 clusters Score -4212688 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -4213501.500000 Penalty: 5116.470703
	Iteration 12Q: 3 clusters Score -4213502 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -4213927.500000 Penalty: 5116.470703
	Iteration 13Q: 3 clusters Score -4213928 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -4214097.000000 Penalty: 5116.470703
	Iteration 14Q: 3 clusters Score -4214097 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -4214195.000000 Penalty: 5116.470703
	Iteration 15Q: 3 clusters Score -4214195 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -4214271.500000 Penalty: 5116.470703
	Iteration 16Q: 3 clusters Score -4214272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -4214312.000000 Penalty: 5116.470703
	Iteration 17Q: 3 clusters Score -4214312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -4214328.500000 Penalty: 5116.470703
	Iteration 18Q: 3 clusters Score -4214328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -4214334.000000 Penalty: 5116.470703
	Iteration 19Q: 3 clusters Score -4214334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -4214337.500000 Penalty: 5116.470703
	Iteration 20F: 3 clusters Score -4214338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -4214342.000000 Penalty: 5116.470703
	Iteration 21Q: 3 clusters Score -4214342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -4214344.000000 Penalty: 5116.470703
	Iteration 22Q: 3 clusters Score -4214344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -4214350.000000 Penalty: 5116.470703
	Iteration 23Q: 3 clusters Score -4214350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -4214348.000000 Penalty: 5116.470703
	Iteration 24Q: 3 clusters Score -4214348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -4214354.000000 Penalty: 5116.470703
	Iteration 25Q: 3 clusters Score -4214354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -4214359.500000 Penalty: 5116.470703
	Iteration 26Q: 3 clusters Score -4214360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -4214364.000000 Penalty: 5116.470703
	Iteration 27Q: 3 clusters Score -4214364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -4214373.000000 Penalty: 5116.470703
	Iteration 28Q: 3 clusters Score -4214373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -4214379.500000 Penalty: 5116.470703
	Iteration 29Q: 3 clusters Score -4214380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -4214387.500000 Penalty: 5116.470703
	Iteration 30Q: 3 clusters Score -4214388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -4214394.500000 Penalty: 5116.470703
	Iteration 31Q: 3 clusters Score -4214394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -4214401.000000 Penalty: 5116.470703
	Iteration 32Q: 3 clusters Score -4214401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -4214405.500000 Penalty: 5116.470703
	Iteration 33Q: 3 clusters Score -4214406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -4214404.000000 Penalty: 5116.470703
	Iteration 34Q: 3 clusters Score -4214404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -4214404.000000 Penalty: 5116.470703
	Iteration 35F: 3 clusters Score -4214404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -62847.503906 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -62847.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -61333.964844 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -61333.96 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61657.234375 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -61657.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -61851.328125 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -61851.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61954.203125 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -61954.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61996.785156 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -61996.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -62028.082031 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -62028.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -62061.535156 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -62061.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -62091.582031 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -62091.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -62126.011719 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -62126.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -62160.757812 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -62160.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -62237.183594 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -62237.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -62262.089844 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -62262.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -62281.183594 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -62281.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -62283.218750 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -62283.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -62283.218750 Penalty: 3120.618408
	Iteration 14F: 3 clusters Score -62283.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Entering Unmasked Estep 
Score: -2081052.750000 Penalty: 2383.077393
	Iteration 0F: 2 clusters Score -2081053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2070287.125000 Penalty: 4766.154785
	Iteration 0F: 3 clusters Score -2070287 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2073855.125000 Penalty: 4766.154785
	Iteration 1F: 3 clusters Score -2073855 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2074198.375000 Penalty: 4766.154785
	Iteration 2F: 3 clusters Score -2074198 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2074453.500000 Penalty: 4766.154785
	Iteration 3Q: 3 clusters Score -2074454 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2074659.000000 Penalty: 4766.154785
	Iteration 4Q: 3 clusters Score -2074659 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2074851.125000 Penalty: 4766.154785
	Iteration 5Q: 3 clusters Score -2074851 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2075050.375000 Penalty: 4766.154785
	Iteration 6Q: 3 clusters Score -2075050 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2075269.500000 Penalty: 4766.154785
	Iteration 7Q: 3 clusters Score -2075270 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2075532.625000 Penalty: 4766.154785
	Iteration 8Q: 3 clusters Score -2075533 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2075850.375000 Penalty: 4766.154785
	Iteration 9Q: 3 clusters Score -2075850 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2076262.125000 Penalty: 4766.154785
	Iteration 10Q: 3 clusters Score -2076262 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2076713.500000 Penalty: 4766.154785
	Iteration 11Q: 3 clusters Score -2076714 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2077176.250000 Penalty: 4766.154785
	Iteration 12Q: 3 clusters Score -2077176 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2077620.375000 Penalty: 4766.154785
	Iteration 13Q: 3 clusters Score -2077620 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2077979.625000 Penalty: 4766.154785
	Iteration 14Q: 3 clusters Score -2077980 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2078198.875000 Penalty: 4766.154785
	Iteration 15Q: 3 clusters Score -2078199 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2078343.750000 Penalty: 4766.154785
	Iteration 16Q: 3 clusters Score -2078344 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2078442.875000 Penalty: 4766.154785
	Iteration 17Q: 3 clusters Score -2078443 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2078509.875000 Penalty: 4766.154785
	Iteration 18Q: 3 clusters Score -2078510 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2078558.875000 Penalty: 4766.154785
	Iteration 19Q: 3 clusters Score -2078559 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2078611.125000 Penalty: 4766.154785
	Iteration 20F: 3 clusters Score -2078611 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2078660.500000 Penalty: 4766.154785
	Iteration 21Q: 3 clusters Score -2078660 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2078681.500000 Penalty: 4766.154785
	Iteration 22Q: 3 clusters Score -2078682 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2078708.250000 Penalty: 4766.154785
	Iteration 23Q: 3 clusters Score -2078708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2078733.000000 Penalty: 4766.154785
	Iteration 24Q: 3 clusters Score -2078733 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2078753.250000 Penalty: 4766.154785
	Iteration 25Q: 3 clusters Score -2078753 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2078778.625000 Penalty: 4766.154785
	Iteration 26Q: 3 clusters Score -2078779 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2078814.125000 Penalty: 4766.154785
	Iteration 27Q: 3 clusters Score -2078814 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2078839.750000 Penalty: 4766.154785
	Iteration 28Q: 3 clusters Score -2078840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2078869.375000 Penalty: 4766.154785
	Iteration 29Q: 3 clusters Score -2078869 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2078891.250000 Penalty: 4766.154785
	Iteration 30Q: 3 clusters Score -2078891 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2078906.125000 Penalty: 4766.154785
	Iteration 31Q: 3 clusters Score -2078906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2078917.375000 Penalty: 4766.154785
	Iteration 32Q: 3 clusters Score -2078917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2078925.750000 Penalty: 4766.154785
	Iteration 33Q: 3 clusters Score -2078926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2078929.125000 Penalty: 4766.154785
	Iteration 34Q: 3 clusters Score -2078929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2078936.000000 Penalty: 4766.154785
	Iteration 35Q: 3 clusters Score -2078936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2078934.500000 Penalty: 4766.154785
	Iteration 36Q: 3 clusters Score -2078934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2078941.375000 Penalty: 4766.154785
	Iteration 37Q: 3 clusters Score -2078941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2078939.875000 Penalty: 4766.154785
	Iteration 38Q: 3 clusters Score -2078940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2078942.750000 Penalty: 4766.154785
	Iteration 39Q: 3 clusters Score -2078943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2078945.750000 Penalty: 4766.154785
	Iteration 40F: 3 clusters Score -2078946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2078952.500000 Penalty: 4766.154785
	Iteration 41Q: 3 clusters Score -2078952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2078951.375000 Penalty: 4766.154785
	Iteration 42Q: 3 clusters Score -2078951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2078951.000000 Penalty: 4766.154785
	Iteration 43Q: 3 clusters Score -2078951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2078951.750000 Penalty: 4766.154785
	Iteration 44Q: 3 clusters Score -2078952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2078951.875000 Penalty: 4766.154785
	Iteration 45Q: 3 clusters Score -2078952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2078955.000000 Penalty: 4766.154785
	Iteration 46Q: 3 clusters Score -2078955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2078955.000000 Penalty: 4766.154785
	Iteration 47F: 3 clusters Score -2078955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 173285 members 
Mstep: Class 3 contains 20597 members 
Mstep: Class 4 contains 57090 members 
Mstep: Class 5 contains 6666 members 
Mstep: Class 6 contains 13227 members 
Mstep: Class 7 contains 202426 members 
Mstep: Class 8 contains 67541 members 
Mstep: Class 9 contains 2229 members 
Mstep: Class 10 contains 36619 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 177865 members 
Mstep: Class 17 contains 30196 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076192.000000 Penalty: 57601.605469
Iteration 199Q: 18 clusters Score -1.160762e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 173260 members 
Mstep: Class 3 contains 20600 members 
Mstep: Class 4 contains 57093 members 
Mstep: Class 5 contains 6667 members 
Mstep: Class 6 contains 13226 members 
Mstep: Class 7 contains 202379 members 
Mstep: Class 8 contains 67541 members 
Mstep: Class 9 contains 2227 members 
Mstep: Class 10 contains 36620 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 16 contains 177906 members 
Mstep: Class 17 contains 30204 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076288.000000 Penalty: 57601.605469
Iteration 200F: 18 clusters Score -1.160763e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 173269 members 
Mstep: Class 3 contains 20600 members 
Mstep: Class 4 contains 57095 members 
Mstep: Class 5 contains 6667 members 
Mstep: Class 6 contains 13227 members 
Mstep: Class 7 contains 202324 members 
Mstep: Class 8 contains 67535 members 
Mstep: Class 9 contains 2225 members 
Mstep: Class 10 contains 36627 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 177924 members 
Mstep: Class 17 contains 30212 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076232.000000 Penalty: 57601.605469
Iteration 201Q: 18 clusters Score -1.160762e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 173282 members 
Mstep: Class 3 contains 20601 members 
Mstep: Class 4 contains 57095 members 
Mstep: Class 5 contains 6664 members 
Mstep: Class 6 contains 13230 members 
Mstep: Class 7 contains 202269 members 
Mstep: Class 8 contains 67530 members 
Mstep: Class 9 contains 2225 members 
Mstep: Class 10 contains 36638 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 177935 members 
Mstep: Class 17 contains 30213 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 14974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076248.000000 Penalty: 57601.605469
Iteration 202Q: 18 clusters Score -1.160762e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51845 members 
Mstep: Class 2 contains 173278 members 
Mstep: Class 3 contains 20605 members 
Mstep: Class 4 contains 57096 members 
Mstep: Class 5 contains 6661 members 
Mstep: Class 6 contains 13228 members 
Mstep: Class 7 contains 202216 members 
Mstep: Class 8 contains 67525 members 
Mstep: Class 9 contains 2225 members 
Mstep: Class 10 contains 36648 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 177975 members 
Mstep: Class 17 contains 30211 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076232.000000 Penalty: 57601.605469
Iteration 203Q: 18 clusters Score -1.160762e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 173268 members 
Mstep: Class 3 contains 20599 members 
Mstep: Class 4 contains 57099 members 
Mstep: Class 5 contains 6656 members 
Mstep: Class 6 contains 13226 members 
Mstep: Class 7 contains 202185 members 
Mstep: Class 8 contains 67523 members 
Mstep: Class 9 contains 2225 members 
Mstep: Class 10 contains 36652 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178026 members 
Mstep: Class 17 contains 30212 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076344.000000 Penalty: 57601.605469
Iteration 204Q: 18 clusters Score -1.160763e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 173266 members 
Mstep: Class 3 contains 20601 members 
Mstep: Class 4 contains 57100 members 
Mstep: Class 5 contains 6652 members 
Mstep: Class 6 contains 13227 members 
Mstep: Class 7 contains 202142 members 
Mstep: Class 8 contains 67510 members 
Mstep: Class 9 contains 2224 members 
Mstep: Class 10 contains 36654 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178072 members 
Mstep: Class 17 contains 30215 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076160.000000 Penalty: 57601.605469
Iteration 205Q: 18 clusters Score -1.160762e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 173261 members 
Mstep: Class 3 contains 20602 members 
Mstep: Class 4 contains 57105 members 
Mstep: Class 5 contains 6649 members 
Mstep: Class 6 contains 13228 members 
Mstep: Class 7 contains 202112 members 
Mstep: Class 8 contains 67501 members 
Mstep: Class 9 contains 2223 members 
Mstep: Class 10 contains 36658 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178100 members 
Mstep: Class 17 contains 30216 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076088.000000 Penalty: 57601.605469
Iteration 206Q: 18 clusters Score -1.160761e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 173258 members 
Mstep: Class 3 contains 20605 members 
Mstep: Class 4 contains 57108 members 
Mstep: Class 5 contains 6645 members 
Mstep: Class 6 contains 13230 members 
Mstep: Class 7 contains 202077 members 
Mstep: Class 8 contains 67499 members 
Mstep: Class 9 contains 2220 members 
Mstep: Class 10 contains 36658 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178120 members 
Mstep: Class 17 contains 30223 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076176.000000 Penalty: 57601.605469
Iteration 207Q: 18 clusters Score -1.160762e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 173256 members 
Mstep: Class 3 contains 20605 members 
Mstep: Class 4 contains 57114 members 
Mstep: Class 5 contains 6645 members 
Mstep: Class 6 contains 13235 members 
Mstep: Class 7 contains 202053 members 
Mstep: Class 8 contains 67494 members 
Mstep: Class 9 contains 2217 members 
Mstep: Class 10 contains 36658 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178134 members 
Mstep: Class 17 contains 30224 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076224.000000 Penalty: 57601.605469
Iteration 208Q: 18 clusters Score -1.160762e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51797 members 
Mstep: Class 2 contains 173265 members 
Mstep: Class 3 contains 20604 members 
Mstep: Class 4 contains 57112 members 
Mstep: Class 5 contains 6647 members 
Mstep: Class 6 contains 13234 members 
Mstep: Class 7 contains 202007 members 
Mstep: Class 8 contains 67495 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36663 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178140 members 
Mstep: Class 17 contains 30223 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076232.000000 Penalty: 57601.605469
Iteration 209Q: 18 clusters Score -1.160762e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 173291 members 
Mstep: Class 3 contains 20604 members 
Mstep: Class 4 contains 57115 members 
Mstep: Class 5 contains 6645 members 
Mstep: Class 6 contains 13232 members 
Mstep: Class 7 contains 201939 members 
Mstep: Class 8 contains 67491 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36675 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178154 members 
Mstep: Class 17 contains 30218 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076296.000000 Penalty: 57601.605469
Iteration 210Q: 18 clusters Score -1.160763e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 173321 members 
Mstep: Class 3 contains 20603 members 
Mstep: Class 4 contains 57113 members 
Mstep: Class 5 contains 6644 members 
Mstep: Class 6 contains 13235 members 
Mstep: Class 7 contains 201864 members 
Mstep: Class 8 contains 67481 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36683 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178171 members 
Mstep: Class 17 contains 30224 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076392.000000 Penalty: 57601.605469
Iteration 211Q: 18 clusters Score -1.160764e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 173325 members 
Mstep: Class 3 contains 20602 members 
Mstep: Class 4 contains 57115 members 
Mstep: Class 5 contains 6644 members 
Mstep: Class 6 contains 13237 members 
Mstep: Class 7 contains 201812 members 
Mstep: Class 8 contains 67472 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36690 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178183 members 
Mstep: Class 17 contains 30232 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076208.000000 Penalty: 57601.605469
Iteration 212Q: 18 clusters Score -1.160762e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 173316 members 
Mstep: Class 3 contains 20600 members 
Mstep: Class 4 contains 57119 members 
Mstep: Class 5 contains 6642 members 
Mstep: Class 6 contains 13236 members 
Mstep: Class 7 contains 201790 members 
Mstep: Class 8 contains 67454 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36708 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178192 members 
Mstep: Class 17 contains 30239 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076320.000000 Penalty: 57601.605469
Iteration 213Q: 18 clusters Score -1.160763e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 173297 members 
Mstep: Class 3 contains 20600 members 
Mstep: Class 4 contains 57121 members 
Mstep: Class 5 contains 6642 members 
Mstep: Class 6 contains 13235 members 
Mstep: Class 7 contains 201786 members 
Mstep: Class 8 contains 67441 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36716 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178191 members 
Mstep: Class 17 contains 30247 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076320.000000 Penalty: 57601.605469
Iteration 214Q: 18 clusters Score -1.160763e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 173279 members 
Mstep: Class 3 contains 20605 members 
Mstep: Class 4 contains 57113 members 
Mstep: Class 5 contains 6642 members 
Mstep: Class 6 contains 13236 members 
Mstep: Class 7 contains 201767 members 
Mstep: Class 8 contains 67434 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36726 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178194 members 
Mstep: Class 17 contains 30256 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076416.000000 Penalty: 57601.605469
Iteration 215Q: 18 clusters Score -1.160764e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 173266 members 
Mstep: Class 3 contains 20607 members 
Mstep: Class 4 contains 57111 members 
Mstep: Class 5 contains 6642 members 
Mstep: Class 6 contains 13237 members 
Mstep: Class 7 contains 201747 members 
Mstep: Class 8 contains 67426 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36736 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178198 members 
Mstep: Class 17 contains 30269 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076256.000000 Penalty: 57601.605469
Iteration 216Q: 18 clusters Score -1.160763e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51782 members 
Mstep: Class 2 contains 173262 members 
Mstep: Class 3 contains 20611 members 
Mstep: Class 4 contains 57110 members 
Mstep: Class 5 contains 6642 members 
Mstep: Class 6 contains 13234 members 
Mstep: Class 7 contains 201722 members 
Mstep: Class 8 contains 67416 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36746 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178206 members 
Mstep: Class 17 contains 30282 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076272.000000 Penalty: 57601.605469
Iteration 217Q: 18 clusters Score -1.160763e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 173258 members 
Mstep: Class 3 contains 20614 members 
Mstep: Class 4 contains 57113 members 
Mstep: Class 5 contains 6642 members 
Mstep: Class 6 contains 13236 members 
Mstep: Class 7 contains 201684 members 
Mstep: Class 8 contains 67402 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36756 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178220 members 
Mstep: Class 17 contains 30287 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076136.000000 Penalty: 57601.605469
Iteration 218Q: 18 clusters Score -1.160761e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 173259 members 
Mstep: Class 3 contains 20617 members 
Mstep: Class 4 contains 57118 members 
Mstep: Class 5 contains 6641 members 
Mstep: Class 6 contains 13238 members 
Mstep: Class 7 contains 201635 members 
Mstep: Class 8 contains 67396 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36761 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178238 members 
Mstep: Class 17 contains 30293 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076224.000000 Penalty: 57601.605469
Iteration 219Q: 18 clusters Score -1.160762e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 173257 members 
Mstep: Class 3 contains 20621 members 
Mstep: Class 4 contains 57123 members 
Mstep: Class 5 contains 6640 members 
Mstep: Class 6 contains 13238 members 
Mstep: Class 7 contains 201584 members 
Mstep: Class 8 contains 67390 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36771 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178260 members 
Mstep: Class 17 contains 30295 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076104.000000 Penalty: 57601.605469
Iteration 220F: 18 clusters Score -1.160761e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 173242 members 
Mstep: Class 3 contains 20627 members 
Mstep: Class 4 contains 57128 members 
Mstep: Class 5 contains 6637 members 
Mstep: Class 6 contains 13238 members 
Mstep: Class 7 contains 201562 members 
Mstep: Class 8 contains 67381 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36767 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178287 members 
Mstep: Class 17 contains 30299 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076176.000000 Penalty: 57601.605469
Iteration 221Q: 18 clusters Score -1.160762e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 173218 members 
Mstep: Class 3 contains 20634 members 
Mstep: Class 4 contains 57126 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 13237 members 
Mstep: Class 7 contains 201540 members 
Mstep: Class 8 contains 67374 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36773 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178319 members 
Mstep: Class 17 contains 30299 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076048.000000 Penalty: 57601.605469
Iteration 222Q: 18 clusters Score -1.16076e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 173226 members 
Mstep: Class 3 contains 20634 members 
Mstep: Class 4 contains 57125 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 13240 members 
Mstep: Class 7 contains 201483 members 
Mstep: Class 8 contains 67371 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36783 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178342 members 
Mstep: Class 17 contains 30298 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075968.000000 Penalty: 57601.605469
Iteration 223Q: 18 clusters Score -1.16076e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 173237 members 
Mstep: Class 3 contains 20641 members 
Mstep: Class 4 contains 57124 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 13242 members 
Mstep: Class 7 contains 201432 members 
Mstep: Class 8 contains 67365 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36787 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178378 members 
Mstep: Class 17 contains 30298 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075992.000000 Penalty: 57601.605469
Iteration 224Q: 18 clusters Score -1.16076e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 173226 members 
Mstep: Class 3 contains 20642 members 
Mstep: Class 4 contains 57123 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 13242 members 
Mstep: Class 7 contains 201406 members 
Mstep: Class 8 contains 67359 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36794 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178402 members 
Mstep: Class 17 contains 30301 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076040.000000 Penalty: 57601.605469
Iteration 225Q: 18 clusters Score -1.16076e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 173229 members 
Mstep: Class 3 contains 20644 members 
Mstep: Class 4 contains 57123 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 201378 members 
Mstep: Class 8 contains 67350 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36794 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178417 members 
Mstep: Class 17 contains 30303 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075992.000000 Penalty: 57601.605469
Iteration 226Q: 18 clusters Score -1.16076e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 173231 members 
Mstep: Class 3 contains 20650 members 
Mstep: Class 4 contains 57122 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 13242 members 
Mstep: Class 7 contains 201344 members 
Mstep: Class 8 contains 67343 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36800 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178420 members 
Mstep: Class 17 contains 30305 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075968.000000 Penalty: 57601.605469
Iteration 227Q: 18 clusters Score -1.16076e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 173235 members 
Mstep: Class 3 contains 20652 members 
Mstep: Class 4 contains 57121 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 13243 members 
Mstep: Class 7 contains 201309 members 
Mstep: Class 8 contains 67340 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36803 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178435 members 
Mstep: Class 17 contains 30303 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075840.000000 Penalty: 57601.605469
Iteration 228Q: 18 clusters Score -1.160758e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 173235 members 
Mstep: Class 3 contains 20656 members 
Mstep: Class 4 contains 57119 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 13245 members 
Mstep: Class 7 contains 201283 members 
Mstep: Class 8 contains 67337 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36812 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178438 members 
Mstep: Class 17 contains 30305 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075872.000000 Penalty: 57601.605469
Iteration 229Q: 18 clusters Score -1.160759e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 173225 members 
Mstep: Class 3 contains 20663 members 
Mstep: Class 4 contains 57116 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 13243 members 
Mstep: Class 7 contains 201252 members 
Mstep: Class 8 contains 67335 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36817 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178449 members 
Mstep: Class 17 contains 30305 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075888.000000 Penalty: 57601.605469
Iteration 230Q: 18 clusters Score -1.160759e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 173221 members 
Mstep: Class 3 contains 20663 members 
Mstep: Class 4 contains 57111 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 13243 members 
Mstep: Class 7 contains 201243 members 
Mstep: Class 8 contains 67326 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36819 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178458 members 
Mstep: Class 17 contains 30306 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075880.000000 Penalty: 57601.605469
Iteration 231Q: 18 clusters Score -1.160759e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 173197 members 
Mstep: Class 3 contains 20663 members 
Mstep: Class 4 contains 57111 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 13246 members 
Mstep: Class 7 contains 201232 members 
Mstep: Class 8 contains 67325 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36820 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178472 members 
Mstep: Class 17 contains 30309 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075952.000000 Penalty: 57601.605469
Iteration 232Q: 18 clusters Score -1.16076e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 173188 members 
Mstep: Class 3 contains 20663 members 
Mstep: Class 4 contains 57114 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 13252 members 
Mstep: Class 7 contains 201210 members 
Mstep: Class 8 contains 67321 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36819 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178490 members 
Mstep: Class 17 contains 30313 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075920.000000 Penalty: 57601.605469
Iteration 233Q: 18 clusters Score -1.160759e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 173168 members 
Mstep: Class 3 contains 20663 members 
Mstep: Class 4 contains 57115 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 13254 members 
Mstep: Class 7 contains 201205 members 
Mstep: Class 8 contains 67312 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36821 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178509 members 
Mstep: Class 17 contains 30320 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075952.000000 Penalty: 57601.605469
Iteration 234Q: 18 clusters Score -1.16076e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 173142 members 
Mstep: Class 3 contains 20663 members 
Mstep: Class 4 contains 57117 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 13257 members 
Mstep: Class 7 contains 201205 members 
Mstep: Class 8 contains 67304 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36818 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178528 members 
Mstep: Class 17 contains 30325 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075992.000000 Penalty: 57601.605469
Iteration 235Q: 18 clusters Score -1.16076e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 173125 members 
Mstep: Class 3 contains 20664 members 
Mstep: Class 4 contains 57117 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 13260 members 
Mstep: Class 7 contains 201213 members 
Mstep: Class 8 contains 67298 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36813 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178533 members 
Mstep: Class 17 contains 30326 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075864.000000 Penalty: 57601.605469
Iteration 236Q: 18 clusters Score -1.160759e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 173103 members 
Mstep: Class 3 contains 20664 members 
Mstep: Class 4 contains 57115 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 13258 members 
Mstep: Class 7 contains 201220 members 
Mstep: Class 8 contains 67294 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36808 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178552 members 
Mstep: Class 17 contains 30331 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075992.000000 Penalty: 57601.605469
Iteration 237Q: 18 clusters Score -1.16076e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 173073 members 
Mstep: Class 3 contains 20665 members 
Mstep: Class 4 contains 57114 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 13259 members 
Mstep: Class 7 contains 201224 members 
Mstep: Class 8 contains 67293 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36805 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178572 members 
Mstep: Class 17 contains 30332 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076072.000000 Penalty: 57601.605469
Iteration 238Q: 18 clusters Score -1.160761e+08 nChanged 174
Entering ConstructFrom: 
Score: -116076072.000000 Penalty: 57601.605469
Entering ConstructFrom: 
Trying to split cluster 1 (51765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Entering Unmasked Estep 
Score: -7205103.000000 Penalty: 2691.908447
	Iteration 0F: 2 clusters Score -7205103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -7170207.000000 Penalty: 5383.816895
	Iteration 0F: 3 clusters Score -7170207 nChanged 23942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -7183570.000000 Penalty: 5383.816895
	Iteration 1F: 3 clusters Score -7183570 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -7184221.000000 Penalty: 5383.816895
	Iteration 2Q: 3 clusters Score -7184221 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -7185124.000000 Penalty: 5383.816895
	Iteration 3Q: 3 clusters Score -7185124 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -7186170.000000 Penalty: 5383.816895
	Iteration 4Q: 3 clusters Score -7186170 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -7187482.000000 Penalty: 5383.816895
	Iteration 5F: 3 clusters Score -7187482 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -7189377.500000 Penalty: 5383.816895
	Iteration 6F: 3 clusters Score -7189378 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -7191822.500000 Penalty: 5383.816895
	Iteration 7F: 3 clusters Score -7191822 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -7194696.000000 Penalty: 5383.816895
	Iteration 8F: 3 clusters Score -7194696 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -7197129.000000 Penalty: 5383.816895
	Iteration 9F: 3 clusters Score -7197129 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -7198435.500000 Penalty: 5383.816895
	Iteration 10Q: 3 clusters Score -7198436 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -7199050.000000 Penalty: 5383.816895
	Iteration 11Q: 3 clusters Score -7199050 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -7199371.500000 Penalty: 5383.816895
	Iteration 12Q: 3 clusters Score -7199372 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -7199625.000000 Penalty: 5383.816895
	Iteration 13Q: 3 clusters Score -7199625 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -7199832.500000 Penalty: 5383.816895
	Iteration 14Q: 3 clusters Score -7199832 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -7199989.500000 Penalty: 5383.816895
	Iteration 15Q: 3 clusters Score -7199990 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -7200171.500000 Penalty: 5383.816895
	Iteration 16Q: 3 clusters Score -7200172 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -7200344.500000 Penalty: 5383.816895
	Iteration 17Q: 3 clusters Score -7200344 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -7200518.000000 Penalty: 5383.816895
	Iteration 18Q: 3 clusters Score -7200518 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -7200696.000000 Penalty: 5383.816895
	Iteration 19Q: 3 clusters Score -7200696 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -7200880.000000 Penalty: 5383.816895
	Iteration 20F: 3 clusters Score -7200880 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -7201020.500000 Penalty: 5383.816895
	Iteration 21Q: 3 clusters Score -7201020 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -7201169.500000 Penalty: 5383.816895
	Iteration 22Q: 3 clusters Score -7201170 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -7201280.000000 Penalty: 5383.816895
	Iteration 23Q: 3 clusters Score -7201280 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -7201460.500000 Penalty: 5383.816895
	Iteration 24Q: 3 clusters Score -7201460 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -7201628.000000 Penalty: 5383.816895
	Iteration 25Q: 3 clusters Score -7201628 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -7201801.000000 Penalty: 5383.816895
	Iteration 26Q: 3 clusters Score -7201801 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -7201918.500000 Penalty: 5383.816895
	Iteration 27Q: 3 clusters Score -7201918 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -7202076.500000 Penalty: 5383.816895
	Iteration 28Q: 3 clusters Score -7202076 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -7202202.500000 Penalty: 5383.816895
	Iteration 29Q: 3 clusters Score -7202202 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -7202377.500000 Penalty: 5383.816895
	Iteration 30Q: 3 clusters Score -7202378 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -7202487.500000 Penalty: 5383.816895
	Iteration 31Q: 3 clusters Score -7202488 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -7202615.500000 Penalty: 5383.816895
	Iteration 32Q: 3 clusters Score -7202616 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -7202758.000000 Penalty: 5383.816895
	Iteration 33Q: 3 clusters Score -7202758 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -7202821.000000 Penalty: 5383.816895
	Iteration 34Q: 3 clusters Score -7202821 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -7202906.000000 Penalty: 5383.816895
	Iteration 35Q: 3 clusters Score -7202906 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -7202946.000000 Penalty: 5383.816895
	Iteration 36Q: 3 clusters Score -7202946 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -7202985.500000 Penalty: 5383.816895
	Iteration 37Q: 3 clusters Score -7202986 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49973 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -7203029.500000 Penalty: 5383.816895
	Iteration 38Q: 3 clusters Score -7203030 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -7203046.500000 Penalty: 5383.816895
	Iteration 39Q: 3 clusters Score -7203046 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -7203087.500000 Penalty: 5383.816895
	Iteration 40F: 3 clusters Score -7203088 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7203098.500000 Penalty: 5383.816895
	Iteration 41Q: 3 clusters Score -7203098 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -7203119.500000 Penalty: 5383.816895
	Iteration 42Q: 3 clusters Score -7203120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50285 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7203130.500000 Penalty: 5383.816895
	Iteration 43Q: 3 clusters Score -7203130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50307 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -7203145.000000 Penalty: 5383.816895
	Iteration 44Q: 3 clusters Score -7203145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -7203151.500000 Penalty: 5383.816895
	Iteration 45Q: 3 clusters Score -7203152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -7203157.000000 Penalty: 5383.816895
	Iteration 46Q: 3 clusters Score -7203157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7203165.000000 Penalty: 5383.816895
	Iteration 47Q: 3 clusters Score -7203165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -7203189.500000 Penalty: 5383.816895
	Iteration 48Q: 3 clusters Score -7203190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -7203202.000000 Penalty: 5383.816895
	Iteration 49Q: 3 clusters Score -7203202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7203209.000000 Penalty: 5383.816895
	Iteration 50Q: 3 clusters Score -7203209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7203217.500000 Penalty: 5383.816895
	Iteration 51Q: 3 clusters Score -7203218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -7203221.000000 Penalty: 5383.816895
	Iteration 52Q: 3 clusters Score -7203221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50494 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -7203218.000000 Penalty: 5383.816895
	Iteration 53Q: 3 clusters Score -7203218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7203220.500000 Penalty: 5383.816895
	Iteration 54Q: 3 clusters Score -7203220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7203219.000000 Penalty: 5383.816895
	Iteration 55Q: 3 clusters Score -7203219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7203221.500000 Penalty: 5383.816895
	Iteration 56Q: 3 clusters Score -7203222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -7203221.000000 Penalty: 5383.816895
	Iteration 57Q: 3 clusters Score -7203221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -7203207.000000 Penalty: 5383.816895
	Iteration 58Q: 3 clusters Score -7203207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7203214.000000 Penalty: 5383.816895
	Iteration 59Q: 3 clusters Score -7203214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7203212.500000 Penalty: 5383.816895
	Iteration 60F: 3 clusters Score -7203212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7203210.000000 Penalty: 5383.816895
	Iteration 61Q: 3 clusters Score -7203210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7203211.500000 Penalty: 5383.816895
	Iteration 62Q: 3 clusters Score -7203212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7203225.500000 Penalty: 5383.816895
	Iteration 63Q: 3 clusters Score -7203226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7203219.000000 Penalty: 5383.816895
	Iteration 64Q: 3 clusters Score -7203219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7203231.500000 Penalty: 5383.816895
	Iteration 65Q: 3 clusters Score -7203232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7203231.000000 Penalty: 5383.816895
	Iteration 66Q: 3 clusters Score -7203231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7203228.000000 Penalty: 5383.816895
	Iteration 67Q: 3 clusters Score -7203228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50586 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7203226.000000 Penalty: 5383.816895
	Iteration 68Q: 3 clusters Score -7203226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7203230.000000 Penalty: 5383.816895
	Iteration 69Q: 3 clusters Score -7203230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7203230.000000 Penalty: 5383.816895
	Iteration 70Q: 3 clusters Score -7203230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50597 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7203230.500000 Penalty: 5383.816895
	Iteration 71Q: 3 clusters Score -7203230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7203223.000000 Penalty: 5383.816895
	Iteration 72Q: 3 clusters Score -7203223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7203231.500000 Penalty: 5383.816895
	Iteration 73Q: 3 clusters Score -7203232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7203234.500000 Penalty: 5383.816895
	Iteration 74Q: 3 clusters Score -7203234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7203232.500000 Penalty: 5383.816895
	Iteration 75Q: 3 clusters Score -7203232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7203232.500000 Penalty: 5383.816895
	Iteration 76F: 3 clusters Score -7203232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (173050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173050 members 
Entering Unmasked Estep 
Score: -23756348.000000 Penalty: 2991.211182
	Iteration 0F: 2 clusters Score -2.375635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86792 members 
Mstep: Class 2 contains 86258 members 
Entering Unmasked Estep 
Score: -23645380.000000 Penalty: 5982.422363
	Iteration 0F: 3 clusters Score -2.364538e+07 nChanged 83020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92226 members 
Mstep: Class 2 contains 80824 members 
Entering Unmasked Estep 
Score: -23693414.000000 Penalty: 5982.422363
	Iteration 1F: 3 clusters Score -2.369341e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95335 members 
Mstep: Class 2 contains 77715 members 
Entering Unmasked Estep 
Score: -23694850.000000 Penalty: 5982.422363
	Iteration 2Q: 3 clusters Score -2.369485e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100209 members 
Mstep: Class 2 contains 72841 members 
Entering Unmasked Estep 
Score: -23697216.000000 Penalty: 5982.422363
	Iteration 3Q: 3 clusters Score -2.369722e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107536 members 
Mstep: Class 2 contains 65514 members 
Entering Unmasked Estep 
Score: -23701560.000000 Penalty: 5982.422363
	Iteration 4Q: 3 clusters Score -2.370156e+07 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117713 members 
Mstep: Class 2 contains 55337 members 
Entering Unmasked Estep 
Score: -23708940.000000 Penalty: 5982.422363
	Iteration 5F: 3 clusters Score -2.370894e+07 nChanged 12806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130315 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -23719936.000000 Penalty: 5982.422363
	Iteration 6F: 3 clusters Score -2.371994e+07 nChanged 13249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143442 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -23732506.000000 Penalty: 5982.422363
	Iteration 7F: 3 clusters Score -2.373251e+07 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154477 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -23742138.000000 Penalty: 5982.422363
	Iteration 8F: 3 clusters Score -2.374214e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161362 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -23747452.000000 Penalty: 5982.422363
	Iteration 9Q: 3 clusters Score -2.374745e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165350 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -23750292.000000 Penalty: 5982.422363
	Iteration 10Q: 3 clusters Score -2.375029e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167689 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -23751616.000000 Penalty: 5982.422363
	Iteration 11Q: 3 clusters Score -2.375162e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169075 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -23752334.000000 Penalty: 5982.422363
	Iteration 12Q: 3 clusters Score -2.375233e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169947 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -23752664.000000 Penalty: 5982.422363
	Iteration 13Q: 3 clusters Score -2.375266e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170528 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -23752950.000000 Penalty: 5982.422363
	Iteration 14Q: 3 clusters Score -2.375295e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170921 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -23753192.000000 Penalty: 5982.422363
	Iteration 15Q: 3 clusters Score -2.375319e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171199 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -23753356.000000 Penalty: 5982.422363
	Iteration 16Q: 3 clusters Score -2.375336e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171401 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -23753462.000000 Penalty: 5982.422363
	Iteration 17Q: 3 clusters Score -2.375346e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171534 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -23753524.000000 Penalty: 5982.422363
	Iteration 18Q: 3 clusters Score -2.375352e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171625 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -23753586.000000 Penalty: 5982.422363
	Iteration 19Q: 3 clusters Score -2.375359e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171699 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -23753632.000000 Penalty: 5982.422363
	Iteration 20F: 3 clusters Score -2.375363e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171740 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -23753682.000000 Penalty: 5982.422363
	Iteration 21Q: 3 clusters Score -2.375368e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171766 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -23753706.000000 Penalty: 5982.422363
	Iteration 22Q: 3 clusters Score -2.375371e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171782 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -23753738.000000 Penalty: 5982.422363
	Iteration 23Q: 3 clusters Score -2.375374e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171797 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -23753752.000000 Penalty: 5982.422363
	Iteration 24Q: 3 clusters Score -2.375375e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171825 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -23753768.000000 Penalty: 5982.422363
	Iteration 25Q: 3 clusters Score -2.375377e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171841 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -23753786.000000 Penalty: 5982.422363
	Iteration 26Q: 3 clusters Score -2.375379e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171860 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -23753776.000000 Penalty: 5982.422363
	Iteration 27Q: 3 clusters Score -2.375378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171876 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -23753794.000000 Penalty: 5982.422363
	Iteration 28Q: 3 clusters Score -2.375379e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171893 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -23753792.000000 Penalty: 5982.422363
	Iteration 29Q: 3 clusters Score -2.375379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171902 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -23753800.000000 Penalty: 5982.422363
	Iteration 30Q: 3 clusters Score -2.37538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171912 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -23753808.000000 Penalty: 5982.422363
	Iteration 31Q: 3 clusters Score -2.375381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171918 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -23753810.000000 Penalty: 5982.422363
	Iteration 32Q: 3 clusters Score -2.375381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171923 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -23753802.000000 Penalty: 5982.422363
	Iteration 33Q: 3 clusters Score -2.37538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171924 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -23753794.000000 Penalty: 5982.422363
	Iteration 34Q: 3 clusters Score -2.375379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171925 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -23753802.000000 Penalty: 5982.422363
	Iteration 35Q: 3 clusters Score -2.37538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171928 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -23753810.000000 Penalty: 5982.422363
	Iteration 36Q: 3 clusters Score -2.375381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171935 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -23753828.000000 Penalty: 5982.422363
	Iteration 37Q: 3 clusters Score -2.375383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171936 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -23753818.000000 Penalty: 5982.422363
	Iteration 38Q: 3 clusters Score -2.375382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171939 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -23753826.000000 Penalty: 5982.422363
	Iteration 39Q: 3 clusters Score -2.375383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171941 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -23753812.000000 Penalty: 5982.422363
	Iteration 40F: 3 clusters Score -2.375381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171942 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -23753816.000000 Penalty: 5982.422363
	Iteration 41Q: 3 clusters Score -2.375382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171944 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -23753808.000000 Penalty: 5982.422363
	Iteration 42Q: 3 clusters Score -2.375381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171945 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -23753824.000000 Penalty: 5982.422363
	Iteration 43Q: 3 clusters Score -2.375382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171947 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -23753818.000000 Penalty: 5982.422363
	Iteration 44Q: 3 clusters Score -2.375382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171948 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -23753822.000000 Penalty: 5982.422363
	Iteration 45Q: 3 clusters Score -2.375382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171951 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -23753814.000000 Penalty: 5982.422363
	Iteration 46Q: 3 clusters Score -2.375381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171955 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -23753826.000000 Penalty: 5982.422363
	Iteration 47Q: 3 clusters Score -2.375383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171958 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -23753806.000000 Penalty: 5982.422363
	Iteration 48Q: 3 clusters Score -2.375381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171962 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -23753822.000000 Penalty: 5982.422363
	Iteration 49Q: 3 clusters Score -2.375382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171965 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -23753828.000000 Penalty: 5982.422363
	Iteration 50Q: 3 clusters Score -2.375383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171970 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -23753832.000000 Penalty: 5982.422363
	Iteration 51Q: 3 clusters Score -2.375383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171972 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -23753820.000000 Penalty: 5982.422363
	Iteration 52Q: 3 clusters Score -2.375382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171974 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -23753820.000000 Penalty: 5982.422363
	Iteration 53Q: 3 clusters Score -2.375382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171975 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -23753836.000000 Penalty: 5982.422363
	Iteration 54Q: 3 clusters Score -2.375384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171977 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -23753836.000000 Penalty: 5982.422363
	Iteration 55Q: 3 clusters Score -2.375384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171978 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -23753858.000000 Penalty: 5982.422363
	Iteration 56Q: 3 clusters Score -2.375386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171982 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -23753838.000000 Penalty: 5982.422363
	Iteration 57Q: 3 clusters Score -2.375384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171985 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -23753848.000000 Penalty: 5982.422363
	Iteration 58Q: 3 clusters Score -2.375385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171987 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -23753838.000000 Penalty: 5982.422363
	Iteration 59Q: 3 clusters Score -2.375384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171989 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -23753860.000000 Penalty: 5982.422363
	Iteration 60F: 3 clusters Score -2.375386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171990 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -23753842.000000 Penalty: 5982.422363
	Iteration 61Q: 3 clusters Score -2.375384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171992 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -23753844.000000 Penalty: 5982.422363
	Iteration 62Q: 3 clusters Score -2.375384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171993 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -23753860.000000 Penalty: 5982.422363
	Iteration 63Q: 3 clusters Score -2.375386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171995 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -23753856.000000 Penalty: 5982.422363
	Iteration 64Q: 3 clusters Score -2.375386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171995 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -23753856.000000 Penalty: 5982.422363
	Iteration 65F: 3 clusters Score -2.375386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Entering Unmasked Estep 
Score: -2886318.750000 Penalty: 2464.188721
	Iteration 0F: 2 clusters Score -2886319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2871894.250000 Penalty: 4928.377441
	Iteration 0F: 3 clusters Score -2871894 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2876669.750000 Penalty: 4928.377441
	Iteration 1F: 3 clusters Score -2876670 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2877004.500000 Penalty: 4928.377441
	Iteration 2Q: 3 clusters Score -2877004 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2877245.250000 Penalty: 4928.377441
	Iteration 3Q: 3 clusters Score -2877245 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2877443.250000 Penalty: 4928.377441
	Iteration 4Q: 3 clusters Score -2877443 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2877627.750000 Penalty: 4928.377441
	Iteration 5Q: 3 clusters Score -2877628 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2877801.000000 Penalty: 4928.377441
	Iteration 6Q: 3 clusters Score -2877801 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2878048.750000 Penalty: 4928.377441
	Iteration 7Q: 3 clusters Score -2878049 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2878358.500000 Penalty: 4928.377441
	Iteration 8Q: 3 clusters Score -2878358 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2878751.250000 Penalty: 4928.377441
	Iteration 9Q: 3 clusters Score -2878751 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2879326.250000 Penalty: 4928.377441
	Iteration 10Q: 3 clusters Score -2879326 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2880221.500000 Penalty: 4928.377441
	Iteration 11F: 3 clusters Score -2880222 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2881301.000000 Penalty: 4928.377441
	Iteration 12F: 3 clusters Score -2881301 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2882247.750000 Penalty: 4928.377441
	Iteration 13F: 3 clusters Score -2882248 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2882948.750000 Penalty: 4928.377441
	Iteration 14Q: 3 clusters Score -2882949 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2883440.500000 Penalty: 4928.377441
	Iteration 15Q: 3 clusters Score -2883440 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2883735.000000 Penalty: 4928.377441
	Iteration 16Q: 3 clusters Score -2883735 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2883901.500000 Penalty: 4928.377441
	Iteration 17Q: 3 clusters Score -2883902 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2883979.750000 Penalty: 4928.377441
	Iteration 18Q: 3 clusters Score -2883980 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2884053.000000 Penalty: 4928.377441
	Iteration 19Q: 3 clusters Score -2884053 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2884122.000000 Penalty: 4928.377441
	Iteration 20F: 3 clusters Score -2884122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2884164.250000 Penalty: 4928.377441
	Iteration 21Q: 3 clusters Score -2884164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2884191.500000 Penalty: 4928.377441
	Iteration 22Q: 3 clusters Score -2884192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2884207.500000 Penalty: 4928.377441
	Iteration 23Q: 3 clusters Score -2884208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2884219.000000 Penalty: 4928.377441
	Iteration 24Q: 3 clusters Score -2884219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2884228.500000 Penalty: 4928.377441
	Iteration 25Q: 3 clusters Score -2884228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2884228.000000 Penalty: 4928.377441
	Iteration 26Q: 3 clusters Score -2884228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2884232.250000 Penalty: 4928.377441
	Iteration 27Q: 3 clusters Score -2884232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2884237.000000 Penalty: 4928.377441
	Iteration 28Q: 3 clusters Score -2884237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2884239.250000 Penalty: 4928.377441
	Iteration 29Q: 3 clusters Score -2884239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2884242.750000 Penalty: 4928.377441
	Iteration 30Q: 3 clusters Score -2884243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2884239.250000 Penalty: 4928.377441
	Iteration 31Q: 3 clusters Score -2884239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2884239.250000 Penalty: 4928.377441
	Iteration 32F: 3 clusters Score -2884239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57114 members 
Entering Unmasked Estep 
Score: -7699600.500000 Penalty: 2716.295410
	Iteration 0F: 2 clusters Score -7699600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -7661305.000000 Penalty: 5432.590820
	Iteration 0F: 3 clusters Score -7661305 nChanged 26491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -7675753.000000 Penalty: 5432.590820
	Iteration 1F: 3 clusters Score -7675753 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -7676294.500000 Penalty: 5432.590820
	Iteration 2Q: 3 clusters Score -7676294 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -7676722.500000 Penalty: 5432.590820
	Iteration 3Q: 3 clusters Score -7676722 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -7677123.000000 Penalty: 5432.590820
	Iteration 4Q: 3 clusters Score -7677123 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -7677482.500000 Penalty: 5432.590820
	Iteration 5Q: 3 clusters Score -7677482 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -7677896.500000 Penalty: 5432.590820
	Iteration 6Q: 3 clusters Score -7677896 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -7678475.500000 Penalty: 5432.590820
	Iteration 7Q: 3 clusters Score -7678476 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -7679176.500000 Penalty: 5432.590820
	Iteration 8Q: 3 clusters Score -7679176 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -7680280.500000 Penalty: 5432.590820
	Iteration 9Q: 3 clusters Score -7680280 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -7682138.000000 Penalty: 5432.590820
	Iteration 10F: 3 clusters Score -7682138 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -7684966.000000 Penalty: 5432.590820
	Iteration 11F: 3 clusters Score -7684966 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -7688632.000000 Penalty: 5432.590820
	Iteration 12F: 3 clusters Score -7688632 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -7692198.500000 Penalty: 5432.590820
	Iteration 13F: 3 clusters Score -7692198 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 53869 members 
Entering Unmasked Estep 
Score: -7694798.500000 Penalty: 5432.590820
	Iteration 14Q: 3 clusters Score -7694798 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -7696286.500000 Penalty: 5432.590820
	Iteration 15Q: 3 clusters Score -7696286 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 55962 members 
Entering Unmasked Estep 
Score: -7697021.500000 Penalty: 5432.590820
	Iteration 16Q: 3 clusters Score -7697022 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -7697385.500000 Penalty: 5432.590820
	Iteration 17Q: 3 clusters Score -7697386 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 56190 members 
Entering Unmasked Estep 
Score: -7697554.000000 Penalty: 5432.590820
	Iteration 18Q: 3 clusters Score -7697554 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 56194 members 
Entering Unmasked Estep 
Score: -7697641.000000 Penalty: 5432.590820
	Iteration 19Q: 3 clusters Score -7697641 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 56188 members 
Entering Unmasked Estep 
Score: -7697698.500000 Penalty: 5432.590820
	Iteration 20F: 3 clusters Score -7697698 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 56180 members 
Entering Unmasked Estep 
Score: -7697739.500000 Penalty: 5432.590820
	Iteration 21Q: 3 clusters Score -7697740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 56184 members 
Entering Unmasked Estep 
Score: -7697757.000000 Penalty: 5432.590820
	Iteration 22Q: 3 clusters Score -7697757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 56183 members 
Entering Unmasked Estep 
Score: -7697774.500000 Penalty: 5432.590820
	Iteration 23Q: 3 clusters Score -7697774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 56172 members 
Entering Unmasked Estep 
Score: -7697768.000000 Penalty: 5432.590820
	Iteration 24Q: 3 clusters Score -7697768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -7697788.000000 Penalty: 5432.590820
	Iteration 25Q: 3 clusters Score -7697788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -7697780.500000 Penalty: 5432.590820
	Iteration 26Q: 3 clusters Score -7697780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -7697790.000000 Penalty: 5432.590820
	Iteration 27Q: 3 clusters Score -7697790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 56153 members 
Entering Unmasked Estep 
Score: -7697795.500000 Penalty: 5432.590820
	Iteration 28Q: 3 clusters Score -7697796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 56150 members 
Entering Unmasked Estep 
Score: -7697799.000000 Penalty: 5432.590820
	Iteration 29Q: 3 clusters Score -7697799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 56148 members 
Entering Unmasked Estep 
Score: -7697804.000000 Penalty: 5432.590820
	Iteration 30Q: 3 clusters Score -7697804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -7697803.500000 Penalty: 5432.590820
	Iteration 31Q: 3 clusters Score -7697804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -7697803.500000 Penalty: 5432.590820
	Iteration 32F: 3 clusters Score -7697804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Entering Unmasked Estep 
Score: -888500.625000 Penalty: 2182.428223
	Iteration 0F: 2 clusters Score -888500.6 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 3302 members 
Entering Unmasked Estep 
Score: -883025.687500 Penalty: 4364.856445
	Iteration 0F: 3 clusters Score -883025.7 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -884415.000000 Penalty: 4364.856445
	Iteration 1F: 3 clusters Score -884415 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -884636.687500 Penalty: 4364.856445
	Iteration 2F: 3 clusters Score -884636.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -884786.000000 Penalty: 4364.856445
	Iteration 3Q: 3 clusters Score -884786 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -884886.687500 Penalty: 4364.856445
	Iteration 4Q: 3 clusters Score -884886.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -884959.562500 Penalty: 4364.856445
	Iteration 5Q: 3 clusters Score -884959.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -885017.812500 Penalty: 4364.856445
	Iteration 6Q: 3 clusters Score -885017.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -885075.937500 Penalty: 4364.856445
	Iteration 7Q: 3 clusters Score -885075.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -885137.312500 Penalty: 4364.856445
	Iteration 8Q: 3 clusters Score -885137.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -885194.187500 Penalty: 4364.856445
	Iteration 9Q: 3 clusters Score -885194.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -885253.937500 Penalty: 4364.856445
	Iteration 10Q: 3 clusters Score -885253.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -885307.812500 Penalty: 4364.856445
	Iteration 11Q: 3 clusters Score -885307.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -885368.125000 Penalty: 4364.856445
	Iteration 12Q: 3 clusters Score -885368.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -885428.687500 Penalty: 4364.856445
	Iteration 13Q: 3 clusters Score -885428.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -885491.312500 Penalty: 4364.856445
	Iteration 14Q: 3 clusters Score -885491.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -885571.250000 Penalty: 4364.856445
	Iteration 15Q: 3 clusters Score -885571.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -885664.375000 Penalty: 4364.856445
	Iteration 16Q: 3 clusters Score -885664.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -885762.750000 Penalty: 4364.856445
	Iteration 17Q: 3 clusters Score -885762.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -885878.500000 Penalty: 4364.856445
	Iteration 18Q: 3 clusters Score -885878.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -885985.062500 Penalty: 4364.856445
	Iteration 19Q: 3 clusters Score -885985.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -886090.187500 Penalty: 4364.856445
	Iteration 20F: 3 clusters Score -886090.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -886177.000000 Penalty: 4364.856445
	Iteration 21Q: 3 clusters Score -886177 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -886264.625000 Penalty: 4364.856445
	Iteration 22Q: 3 clusters Score -886264.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -886321.562500 Penalty: 4364.856445
	Iteration 23Q: 3 clusters Score -886321.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -886371.437500 Penalty: 4364.856445
	Iteration 24Q: 3 clusters Score -886371.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -886416.812500 Penalty: 4364.856445
	Iteration 25Q: 3 clusters Score -886416.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -886451.937500 Penalty: 4364.856445
	Iteration 26Q: 3 clusters Score -886451.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -886473.187500 Penalty: 4364.856445
	Iteration 27Q: 3 clusters Score -886473.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -886494.437500 Penalty: 4364.856445
	Iteration 28Q: 3 clusters Score -886494.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -886522.187500 Penalty: 4364.856445
	Iteration 29Q: 3 clusters Score -886522.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -886532.375000 Penalty: 4364.856445
	Iteration 30Q: 3 clusters Score -886532.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -886538.562500 Penalty: 4364.856445
	Iteration 31Q: 3 clusters Score -886538.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -886550.625000 Penalty: 4364.856445
	Iteration 32Q: 3 clusters Score -886550.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -886558.687500 Penalty: 4364.856445
	Iteration 33Q: 3 clusters Score -886558.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -886561.750000 Penalty: 4364.856445
	Iteration 34Q: 3 clusters Score -886561.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -886570.000000 Penalty: 4364.856445
	Iteration 35Q: 3 clusters Score -886570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -886573.562500 Penalty: 4364.856445
	Iteration 36Q: 3 clusters Score -886573.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -886578.000000 Penalty: 4364.856445
	Iteration 37Q: 3 clusters Score -886578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -886580.937500 Penalty: 4364.856445
	Iteration 38Q: 3 clusters Score -886580.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -886581.937500 Penalty: 4364.856445
	Iteration 39Q: 3 clusters Score -886581.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -886584.312500 Penalty: 4364.856445
	Iteration 40F: 3 clusters Score -886584.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -886583.375000 Penalty: 4364.856445
	Iteration 41Q: 3 clusters Score -886583.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -886583.375000 Penalty: 4364.856445
	Iteration 42F: 3 clusters Score -886583.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Entering Unmasked Estep 
Score: -1742397.375000 Penalty: 2354.104248
	Iteration 0F: 2 clusters Score -1742397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1732691.750000 Penalty: 4708.208496
	Iteration 0F: 3 clusters Score -1732692 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1735631.125000 Penalty: 4708.208496
	Iteration 1F: 3 clusters Score -1735631 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1735981.500000 Penalty: 4708.208496
	Iteration 2F: 3 clusters Score -1735982 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1736283.625000 Penalty: 4708.208496
	Iteration 3F: 3 clusters Score -1736284 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1736536.875000 Penalty: 4708.208496
	Iteration 4Q: 3 clusters Score -1736537 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1736758.625000 Penalty: 4708.208496
	Iteration 5Q: 3 clusters Score -1736759 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1736951.500000 Penalty: 4708.208496
	Iteration 6Q: 3 clusters Score -1736952 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1737134.375000 Penalty: 4708.208496
	Iteration 7Q: 3 clusters Score -1737134 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1737334.875000 Penalty: 4708.208496
	Iteration 8Q: 3 clusters Score -1737335 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1737527.625000 Penalty: 4708.208496
	Iteration 9Q: 3 clusters Score -1737528 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1737736.750000 Penalty: 4708.208496
	Iteration 10Q: 3 clusters Score -1737737 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1737943.250000 Penalty: 4708.208496
	Iteration 11Q: 3 clusters Score -1737943 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1738208.375000 Penalty: 4708.208496
	Iteration 12Q: 3 clusters Score -1738208 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1738559.500000 Penalty: 4708.208496
	Iteration 13Q: 3 clusters Score -1738560 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1738993.875000 Penalty: 4708.208496
	Iteration 14Q: 3 clusters Score -1738994 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1739392.750000 Penalty: 4708.208496
	Iteration 15Q: 3 clusters Score -1739393 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1739720.000000 Penalty: 4708.208496
	Iteration 16Q: 3 clusters Score -1739720 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1739942.500000 Penalty: 4708.208496
	Iteration 17Q: 3 clusters Score -1739942 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1740070.875000 Penalty: 4708.208496
	Iteration 18Q: 3 clusters Score -1740071 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1740148.500000 Penalty: 4708.208496
	Iteration 19Q: 3 clusters Score -1740148 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1740193.000000 Penalty: 4708.208496
	Iteration 20F: 3 clusters Score -1740193 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1740217.375000 Penalty: 4708.208496
	Iteration 21Q: 3 clusters Score -1740217 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1740247.250000 Penalty: 4708.208496
	Iteration 22Q: 3 clusters Score -1740247 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1740261.000000 Penalty: 4708.208496
	Iteration 23Q: 3 clusters Score -1740261 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1740277.375000 Penalty: 4708.208496
	Iteration 24Q: 3 clusters Score -1740277 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1740287.125000 Penalty: 4708.208496
	Iteration 25Q: 3 clusters Score -1740287 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1740299.250000 Penalty: 4708.208496
	Iteration 26Q: 3 clusters Score -1740299 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1740301.000000 Penalty: 4708.208496
	Iteration 27Q: 3 clusters Score -1740301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1740309.000000 Penalty: 4708.208496
	Iteration 28Q: 3 clusters Score -1740309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1740312.750000 Penalty: 4708.208496
	Iteration 29Q: 3 clusters Score -1740313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1740311.875000 Penalty: 4708.208496
	Iteration 30Q: 3 clusters Score -1740312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1740313.000000 Penalty: 4708.208496
	Iteration 31Q: 3 clusters Score -1740313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1740319.125000 Penalty: 4708.208496
	Iteration 32Q: 3 clusters Score -1740319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1740318.750000 Penalty: 4708.208496
	Iteration 33Q: 3 clusters Score -1740319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1740317.125000 Penalty: 4708.208496
	Iteration 34Q: 3 clusters Score -1740317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1740322.500000 Penalty: 4708.208496
	Iteration 35Q: 3 clusters Score -1740322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1740323.750000 Penalty: 4708.208496
	Iteration 36Q: 3 clusters Score -1740324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1740327.375000 Penalty: 4708.208496
	Iteration 37Q: 3 clusters Score -1740327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1740328.375000 Penalty: 4708.208496
	Iteration 38Q: 3 clusters Score -1740328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1740330.750000 Penalty: 4708.208496
	Iteration 39Q: 3 clusters Score -1740331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1740328.875000 Penalty: 4708.208496
	Iteration 40F: 3 clusters Score -1740329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1740334.125000 Penalty: 4708.208496
	Iteration 41Q: 3 clusters Score -1740334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1740334.125000 Penalty: 4708.208496
	Iteration 42Q: 3 clusters Score -1740334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1740336.375000 Penalty: 4708.208496
	Iteration 43Q: 3 clusters Score -1740336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1740335.625000 Penalty: 4708.208496
	Iteration 44Q: 3 clusters Score -1740336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1740338.875000 Penalty: 4708.208496
	Iteration 45Q: 3 clusters Score -1740339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1740338.750000 Penalty: 4708.208496
	Iteration 46Q: 3 clusters Score -1740339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1740338.750000 Penalty: 4708.208496
	Iteration 47F: 3 clusters Score -1740339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (201203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201203 members 
Entering Unmasked Estep 
Score: -27590054.000000 Penalty: 3028.593262
	Iteration 0F: 2 clusters Score -2.759005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100821 members 
Mstep: Class 2 contains 100382 members 
Entering Unmasked Estep 
Score: -27459676.000000 Penalty: 6057.186523
	Iteration 0F: 3 clusters Score -2.745968e+07 nChanged 96772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102021 members 
Mstep: Class 2 contains 99182 members 
Entering Unmasked Estep 
Score: -27515454.000000 Penalty: 6057.186523
	Iteration 1F: 3 clusters Score -2.751545e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102741 members 
Mstep: Class 2 contains 98462 members 
Entering Unmasked Estep 
Score: -27516176.000000 Penalty: 6057.186523
	Iteration 2Q: 3 clusters Score -2.751618e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104013 members 
Mstep: Class 2 contains 97190 members 
Entering Unmasked Estep 
Score: -27516890.000000 Penalty: 6057.186523
	Iteration 3Q: 3 clusters Score -2.751689e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105932 members 
Mstep: Class 2 contains 95271 members 
Entering Unmasked Estep 
Score: -27517830.000000 Penalty: 6057.186523
	Iteration 4Q: 3 clusters Score -2.751783e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108851 members 
Mstep: Class 2 contains 92352 members 
Entering Unmasked Estep 
Score: -27519122.000000 Penalty: 6057.186523
	Iteration 5Q: 3 clusters Score -2.751912e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113313 members 
Mstep: Class 2 contains 87890 members 
Entering Unmasked Estep 
Score: -27521396.000000 Penalty: 6057.186523
	Iteration 6Q: 3 clusters Score -2.75214e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119790 members 
Mstep: Class 2 contains 81413 members 
Entering Unmasked Estep 
Score: -27525286.000000 Penalty: 6057.186523
	Iteration 7Q: 3 clusters Score -2.752529e+07 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128947 members 
Mstep: Class 2 contains 72256 members 
Entering Unmasked Estep 
Score: -27532084.000000 Penalty: 6057.186523
	Iteration 8Q: 3 clusters Score -2.753208e+07 nChanged 12481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140808 members 
Mstep: Class 2 contains 60395 members 
Entering Unmasked Estep 
Score: -27541854.000000 Penalty: 6057.186523
	Iteration 9F: 3 clusters Score -2.754185e+07 nChanged 13876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154338 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -27552808.000000 Penalty: 6057.186523
	Iteration 10F: 3 clusters Score -2.755281e+07 nChanged 13256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167310 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -27563542.000000 Penalty: 6057.186523
	Iteration 11F: 3 clusters Score -2.756354e+07 nChanged 10791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177897 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -27571682.000000 Penalty: 6057.186523
	Iteration 12F: 3 clusters Score -2.757168e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185620 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -27577426.000000 Penalty: 6057.186523
	Iteration 13Q: 3 clusters Score -2.757743e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190968 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -27581438.000000 Penalty: 6057.186523
	Iteration 14Q: 3 clusters Score -2.758144e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194444 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -27583996.000000 Penalty: 6057.186523
	Iteration 15Q: 3 clusters Score -2.7584e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196618 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -27585312.000000 Penalty: 6057.186523
	Iteration 16Q: 3 clusters Score -2.758531e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197908 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -27586080.000000 Penalty: 6057.186523
	Iteration 17Q: 3 clusters Score -2.758608e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198686 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -27586504.000000 Penalty: 6057.186523
	Iteration 18Q: 3 clusters Score -2.75865e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199174 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -27586868.000000 Penalty: 6057.186523
	Iteration 19Q: 3 clusters Score -2.758687e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199477 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -27587046.000000 Penalty: 6057.186523
	Iteration 20F: 3 clusters Score -2.758705e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199667 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -27587142.000000 Penalty: 6057.186523
	Iteration 21Q: 3 clusters Score -2.758714e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199803 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -27587256.000000 Penalty: 6057.186523
	Iteration 22Q: 3 clusters Score -2.758726e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199908 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -27587340.000000 Penalty: 6057.186523
	Iteration 23Q: 3 clusters Score -2.758734e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199977 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -27587398.000000 Penalty: 6057.186523
	Iteration 24Q: 3 clusters Score -2.75874e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200028 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -27587448.000000 Penalty: 6057.186523
	Iteration 25Q: 3 clusters Score -2.758745e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200054 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -27587468.000000 Penalty: 6057.186523
	Iteration 26Q: 3 clusters Score -2.758747e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200091 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -27587520.000000 Penalty: 6057.186523
	Iteration 27Q: 3 clusters Score -2.758752e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200108 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -27587522.000000 Penalty: 6057.186523
	Iteration 28Q: 3 clusters Score -2.758752e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200121 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -27587538.000000 Penalty: 6057.186523
	Iteration 29Q: 3 clusters Score -2.758754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200126 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -27587526.000000 Penalty: 6057.186523
	Iteration 30Q: 3 clusters Score -2.758753e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200138 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -27587568.000000 Penalty: 6057.186523
	Iteration 31Q: 3 clusters Score -2.758757e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200153 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -27587568.000000 Penalty: 6057.186523
	Iteration 32Q: 3 clusters Score -2.758757e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200165 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -27587552.000000 Penalty: 6057.186523
	Iteration 33Q: 3 clusters Score -2.758755e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200173 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -27587584.000000 Penalty: 6057.186523
	Iteration 34Q: 3 clusters Score -2.758758e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200186 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -27587598.000000 Penalty: 6057.186523
	Iteration 35Q: 3 clusters Score -2.75876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200189 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -27587606.000000 Penalty: 6057.186523
	Iteration 36Q: 3 clusters Score -2.758761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200195 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -27587606.000000 Penalty: 6057.186523
	Iteration 37Q: 3 clusters Score -2.758761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200203 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -27587620.000000 Penalty: 6057.186523
	Iteration 38Q: 3 clusters Score -2.758762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200207 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -27587610.000000 Penalty: 6057.186523
	Iteration 39Q: 3 clusters Score -2.758761e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200214 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -27587588.000000 Penalty: 6057.186523
	Iteration 40F: 3 clusters Score -2.758759e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200224 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -27587598.000000 Penalty: 6057.186523
	Iteration 41Q: 3 clusters Score -2.75876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200226 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -27587614.000000 Penalty: 6057.186523
	Iteration 42Q: 3 clusters Score -2.758761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200232 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -27587614.000000 Penalty: 6057.186523
	Iteration 43Q: 3 clusters Score -2.758761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200237 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -27587630.000000 Penalty: 6057.186523
	Iteration 44Q: 3 clusters Score -2.758763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200242 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -27587624.000000 Penalty: 6057.186523
	Iteration 45Q: 3 clusters Score -2.758762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200244 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -27587626.000000 Penalty: 6057.186523
	Iteration 46Q: 3 clusters Score -2.758763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200247 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -27587628.000000 Penalty: 6057.186523
	Iteration 47Q: 3 clusters Score -2.758763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200247 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -27587604.000000 Penalty: 6057.186523
	Iteration 48Q: 3 clusters Score -2.75876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200249 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -27587630.000000 Penalty: 6057.186523
	Iteration 49Q: 3 clusters Score -2.758763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200249 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -27587630.000000 Penalty: 6057.186523
	Iteration 50F: 3 clusters Score -2.758763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (67291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67291 members 
Entering Unmasked Estep 
Score: -9294760.000000 Penalty: 2756.961914
	Iteration 0F: 2 clusters Score -9294760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -9249609.000000 Penalty: 5513.923828
	Iteration 0F: 3 clusters Score -9249609 nChanged 31417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -9267145.000000 Penalty: 5513.923828
	Iteration 1F: 3 clusters Score -9267145 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -9267781.000000 Penalty: 5513.923828
	Iteration 2Q: 3 clusters Score -9267781 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -9268575.000000 Penalty: 5513.923828
	Iteration 3Q: 3 clusters Score -9268575 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -9269672.000000 Penalty: 5513.923828
	Iteration 4Q: 3 clusters Score -9269672 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -9271306.000000 Penalty: 5513.923828
	Iteration 5Q: 3 clusters Score -9271306 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -9273794.000000 Penalty: 5513.923828
	Iteration 6F: 3 clusters Score -9273794 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -9277464.000000 Penalty: 5513.923828
	Iteration 7F: 3 clusters Score -9277464 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -9282186.000000 Penalty: 5513.923828
	Iteration 8F: 3 clusters Score -9282186 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -9286684.000000 Penalty: 5513.923828
	Iteration 9F: 3 clusters Score -9286684 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64449 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -9289712.000000 Penalty: 5513.923828
	Iteration 10Q: 3 clusters Score -9289712 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66085 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9291224.000000 Penalty: 5513.923828
	Iteration 11Q: 3 clusters Score -9291224 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9291787.000000 Penalty: 5513.923828
	Iteration 12Q: 3 clusters Score -9291787 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66903 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9292058.000000 Penalty: 5513.923828
	Iteration 13Q: 3 clusters Score -9292058 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66976 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9292201.000000 Penalty: 5513.923828
	Iteration 14Q: 3 clusters Score -9292201 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67003 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9292263.000000 Penalty: 5513.923828
	Iteration 15Q: 3 clusters Score -9292263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67014 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9292299.000000 Penalty: 5513.923828
	Iteration 16Q: 3 clusters Score -9292299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67022 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9292323.000000 Penalty: 5513.923828
	Iteration 17Q: 3 clusters Score -9292323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67029 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9292332.000000 Penalty: 5513.923828
	Iteration 18Q: 3 clusters Score -9292332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67032 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9292345.000000 Penalty: 5513.923828
	Iteration 19Q: 3 clusters Score -9292345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67033 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9292349.000000 Penalty: 5513.923828
	Iteration 20F: 3 clusters Score -9292349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67035 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9292349.000000 Penalty: 5513.923828
	Iteration 21Q: 3 clusters Score -9292349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67035 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9292349.000000 Penalty: 5513.923828
	Iteration 22F: 3 clusters Score -9292349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Entering Unmasked Estep 
Score: -290843.250000 Penalty: 1910.345947
	Iteration 0F: 2 clusters Score -290843.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -288050.062500 Penalty: 3820.691895
	Iteration 0F: 3 clusters Score -288050.1 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -288597.562500 Penalty: 3820.691895
	Iteration 1F: 3 clusters Score -288597.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -288834.000000 Penalty: 3820.691895
	Iteration 2F: 3 clusters Score -288834 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -288996.687500 Penalty: 3820.691895
	Iteration 3F: 3 clusters Score -288996.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -289084.906250 Penalty: 3820.691895
	Iteration 4Q: 3 clusters Score -289084.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -289157.906250 Penalty: 3820.691895
	Iteration 5Q: 3 clusters Score -289157.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -289207.750000 Penalty: 3820.691895
	Iteration 6Q: 3 clusters Score -289207.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -289246.000000 Penalty: 3820.691895
	Iteration 7Q: 3 clusters Score -289246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -289283.000000 Penalty: 3820.691895
	Iteration 8Q: 3 clusters Score -289283 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -289309.812500 Penalty: 3820.691895
	Iteration 9Q: 3 clusters Score -289309.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -289336.625000 Penalty: 3820.691895
	Iteration 10Q: 3 clusters Score -289336.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -289355.031250 Penalty: 3820.691895
	Iteration 11Q: 3 clusters Score -289355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -289368.562500 Penalty: 3820.691895
	Iteration 12Q: 3 clusters Score -289368.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -289377.000000 Penalty: 3820.691895
	Iteration 13Q: 3 clusters Score -289377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -289387.187500 Penalty: 3820.691895
	Iteration 14Q: 3 clusters Score -289387.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -289397.937500 Penalty: 3820.691895
	Iteration 15Q: 3 clusters Score -289397.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -289412.906250 Penalty: 3820.691895
	Iteration 16Q: 3 clusters Score -289412.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -289426.781250 Penalty: 3820.691895
	Iteration 17Q: 3 clusters Score -289426.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -289433.812500 Penalty: 3820.691895
	Iteration 18Q: 3 clusters Score -289433.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -289441.937500 Penalty: 3820.691895
	Iteration 19Q: 3 clusters Score -289441.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -289450.437500 Penalty: 3820.691895
	Iteration 20F: 3 clusters Score -289450.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -289458.062500 Penalty: 3820.691895
	Iteration 21Q: 3 clusters Score -289458.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -289465.843750 Penalty: 3820.691895
	Iteration 22Q: 3 clusters Score -289465.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -289471.281250 Penalty: 3820.691895
	Iteration 23Q: 3 clusters Score -289471.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -289477.968750 Penalty: 3820.691895
	Iteration 24Q: 3 clusters Score -289478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -289478.656250 Penalty: 3820.691895
	Iteration 25Q: 3 clusters Score -289478.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -289483.218750 Penalty: 3820.691895
	Iteration 26Q: 3 clusters Score -289483.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -289487.062500 Penalty: 3820.691895
	Iteration 27Q: 3 clusters Score -289487.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -289490.500000 Penalty: 3820.691895
	Iteration 28Q: 3 clusters Score -289490.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -289490.500000 Penalty: 3820.691895
	Iteration 29F: 3 clusters Score -289490.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Entering Unmasked Estep 
Score: -5125388.000000 Penalty: 2607.340820
	Iteration 0F: 2 clusters Score -5125388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -5100451.000000 Penalty: 5214.681641
	Iteration 0F: 3 clusters Score -5100451 nChanged 16691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -5109666.500000 Penalty: 5214.681641
	Iteration 1F: 3 clusters Score -5109666 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -5110355.500000 Penalty: 5214.681641
	Iteration 2Q: 3 clusters Score -5110356 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -5111186.000000 Penalty: 5214.681641
	Iteration 3Q: 3 clusters Score -5111186 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -5112168.500000 Penalty: 5214.681641
	Iteration 4F: 3 clusters Score -5112168 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -5113522.000000 Penalty: 5214.681641
	Iteration 5F: 3 clusters Score -5113522 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -5115385.000000 Penalty: 5214.681641
	Iteration 6F: 3 clusters Score -5115385 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -5117673.000000 Penalty: 5214.681641
	Iteration 7F: 3 clusters Score -5117673 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -5119622.000000 Penalty: 5214.681641
	Iteration 8F: 3 clusters Score -5119622 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -5120641.000000 Penalty: 5214.681641
	Iteration 9Q: 3 clusters Score -5120641 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -5121066.500000 Penalty: 5214.681641
	Iteration 10Q: 3 clusters Score -5121066 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -5121256.500000 Penalty: 5214.681641
	Iteration 11Q: 3 clusters Score -5121256 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -5121406.500000 Penalty: 5214.681641
	Iteration 12Q: 3 clusters Score -5121406 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -5121539.500000 Penalty: 5214.681641
	Iteration 13Q: 3 clusters Score -5121540 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -5121639.500000 Penalty: 5214.681641
	Iteration 14Q: 3 clusters Score -5121640 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -5121723.000000 Penalty: 5214.681641
	Iteration 15Q: 3 clusters Score -5121723 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -5121818.500000 Penalty: 5214.681641
	Iteration 16Q: 3 clusters Score -5121818 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -5121917.000000 Penalty: 5214.681641
	Iteration 17Q: 3 clusters Score -5121917 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -5121982.500000 Penalty: 5214.681641
	Iteration 18Q: 3 clusters Score -5121982 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -5122084.500000 Penalty: 5214.681641
	Iteration 19Q: 3 clusters Score -5122084 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -5122159.500000 Penalty: 5214.681641
	Iteration 20F: 3 clusters Score -5122160 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -5122235.500000 Penalty: 5214.681641
	Iteration 21Q: 3 clusters Score -5122236 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -5122318.000000 Penalty: 5214.681641
	Iteration 22Q: 3 clusters Score -5122318 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -5122405.500000 Penalty: 5214.681641
	Iteration 23Q: 3 clusters Score -5122406 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -5122500.000000 Penalty: 5214.681641
	Iteration 24Q: 3 clusters Score -5122500 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -5122591.000000 Penalty: 5214.681641
	Iteration 25Q: 3 clusters Score -5122591 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -5122687.500000 Penalty: 5214.681641
	Iteration 26Q: 3 clusters Score -5122688 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -5122741.500000 Penalty: 5214.681641
	Iteration 27Q: 3 clusters Score -5122742 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -5122803.500000 Penalty: 5214.681641
	Iteration 28Q: 3 clusters Score -5122804 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -5122858.000000 Penalty: 5214.681641
	Iteration 29Q: 3 clusters Score -5122858 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -5122891.500000 Penalty: 5214.681641
	Iteration 30Q: 3 clusters Score -5122892 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -5122927.500000 Penalty: 5214.681641
	Iteration 31Q: 3 clusters Score -5122928 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -5122965.000000 Penalty: 5214.681641
	Iteration 32Q: 3 clusters Score -5122965 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -5122970.500000 Penalty: 5214.681641
	Iteration 33Q: 3 clusters Score -5122970 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -5122994.500000 Penalty: 5214.681641
	Iteration 34Q: 3 clusters Score -5122994 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -5123024.500000 Penalty: 5214.681641
	Iteration 35Q: 3 clusters Score -5123024 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -5123049.500000 Penalty: 5214.681641
	Iteration 36Q: 3 clusters Score -5123050 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -5123073.500000 Penalty: 5214.681641
	Iteration 37Q: 3 clusters Score -5123074 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -5123073.500000 Penalty: 5214.681641
	Iteration 38Q: 3 clusters Score -5123074 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -5123093.000000 Penalty: 5214.681641
	Iteration 39Q: 3 clusters Score -5123093 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -5123113.500000 Penalty: 5214.681641
	Iteration 40F: 3 clusters Score -5123114 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -5123141.500000 Penalty: 5214.681641
	Iteration 41Q: 3 clusters Score -5123142 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -5123165.500000 Penalty: 5214.681641
	Iteration 42Q: 3 clusters Score -5123166 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -5123178.500000 Penalty: 5214.681641
	Iteration 43Q: 3 clusters Score -5123178 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -5123192.000000 Penalty: 5214.681641
	Iteration 44Q: 3 clusters Score -5123192 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -5123212.500000 Penalty: 5214.681641
	Iteration 45Q: 3 clusters Score -5123212 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -5123229.500000 Penalty: 5214.681641
	Iteration 46Q: 3 clusters Score -5123230 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -5123253.000000 Penalty: 5214.681641
	Iteration 47Q: 3 clusters Score -5123253 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -5123277.000000 Penalty: 5214.681641
	Iteration 48Q: 3 clusters Score -5123277 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -5123309.500000 Penalty: 5214.681641
	Iteration 49Q: 3 clusters Score -5123310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -5123320.000000 Penalty: 5214.681641
	Iteration 50Q: 3 clusters Score -5123320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -5123343.000000 Penalty: 5214.681641
	Iteration 51Q: 3 clusters Score -5123343 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -5123347.000000 Penalty: 5214.681641
	Iteration 52Q: 3 clusters Score -5123347 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -5123357.000000 Penalty: 5214.681641
	Iteration 53Q: 3 clusters Score -5123357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -5123366.500000 Penalty: 5214.681641
	Iteration 54Q: 3 clusters Score -5123366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -5123369.000000 Penalty: 5214.681641
	Iteration 55Q: 3 clusters Score -5123369 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -5123373.500000 Penalty: 5214.681641
	Iteration 56Q: 3 clusters Score -5123374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -5123387.000000 Penalty: 5214.681641
	Iteration 57Q: 3 clusters Score -5123387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -5123395.000000 Penalty: 5214.681641
	Iteration 58Q: 3 clusters Score -5123395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -5123405.500000 Penalty: 5214.681641
	Iteration 59Q: 3 clusters Score -5123406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -5123405.000000 Penalty: 5214.681641
	Iteration 60F: 3 clusters Score -5123405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -5123414.500000 Penalty: 5214.681641
	Iteration 61Q: 3 clusters Score -5123414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -5123430.500000 Penalty: 5214.681641
	Iteration 62Q: 3 clusters Score -5123430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -5123437.000000 Penalty: 5214.681641
	Iteration 63Q: 3 clusters Score -5123437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -5123443.500000 Penalty: 5214.681641
	Iteration 64Q: 3 clusters Score -5123444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -5123460.500000 Penalty: 5214.681641
	Iteration 65Q: 3 clusters Score -5123460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -5123477.000000 Penalty: 5214.681641
	Iteration 66Q: 3 clusters Score -5123477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -5123473.000000 Penalty: 5214.681641
	Iteration 67Q: 3 clusters Score -5123473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -5123488.500000 Penalty: 5214.681641
	Iteration 68Q: 3 clusters Score -5123488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -5123489.500000 Penalty: 5214.681641
	Iteration 69Q: 3 clusters Score -5123490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -5123484.500000 Penalty: 5214.681641
	Iteration 70Q: 3 clusters Score -5123484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -5123486.000000 Penalty: 5214.681641
	Iteration 71Q: 3 clusters Score -5123486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -5123486.000000 Penalty: 5214.681641
	Iteration 72F: 3 clusters Score -5123486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -128852.093750 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -128852.1 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 468 members 
Entering Unmasked Estep 
Score: -126925.812500 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -126925.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -127224.750000 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -127224.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -127318.593750 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -127318.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -127384.562500 Penalty: 3425.750488
	Iteration 3Q: 3 clusters Score -127384.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -127456.828125 Penalty: 3425.750488
	Iteration 4Q: 3 clusters Score -127456.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -127528.820312 Penalty: 3425.750488
	Iteration 5Q: 3 clusters Score -127528.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -127570.554688 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -127570.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -127602.921875 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -127602.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -127655.140625 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -127655.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -127699.656250 Penalty: 3425.750488
	Iteration 9Q: 3 clusters Score -127699.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -127746.468750 Penalty: 3425.750488
	Iteration 10Q: 3 clusters Score -127746.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -127802.687500 Penalty: 3425.750488
	Iteration 11Q: 3 clusters Score -127802.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -127857.039062 Penalty: 3425.750488
	Iteration 12Q: 3 clusters Score -127857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -127900.953125 Penalty: 3425.750488
	Iteration 13Q: 3 clusters Score -127901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -127962.906250 Penalty: 3425.750488
	Iteration 14Q: 3 clusters Score -127962.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -128003.375000 Penalty: 3425.750488
	Iteration 15Q: 3 clusters Score -128003.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -128030.398438 Penalty: 3425.750488
	Iteration 16Q: 3 clusters Score -128030.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -128051.539062 Penalty: 3425.750488
	Iteration 17Q: 3 clusters Score -128051.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -128067.726562 Penalty: 3425.750488
	Iteration 18Q: 3 clusters Score -128067.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -128077.117188 Penalty: 3425.750488
	Iteration 19Q: 3 clusters Score -128077.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -128089.343750 Penalty: 3425.750488
	Iteration 20F: 3 clusters Score -128089.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -128100.054688 Penalty: 3425.750488
	Iteration 21Q: 3 clusters Score -128100.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -128115.539062 Penalty: 3425.750488
	Iteration 22Q: 3 clusters Score -128115.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -128137.039062 Penalty: 3425.750488
	Iteration 23Q: 3 clusters Score -128137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -128169.546875 Penalty: 3425.750488
	Iteration 24Q: 3 clusters Score -128169.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -128266.710938 Penalty: 3425.750488
	Iteration 25Q: 3 clusters Score -128266.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -128410.164062 Penalty: 3425.750488
	Iteration 26Q: 3 clusters Score -128410.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -128493.546875 Penalty: 3425.750488
	Iteration 27Q: 3 clusters Score -128493.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -128508.187500 Penalty: 3425.750488
	Iteration 28Q: 3 clusters Score -128508.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -128511.859375 Penalty: 3425.750488
	Iteration 29Q: 3 clusters Score -128511.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -128513.257812 Penalty: 3425.750488
	Iteration 30Q: 3 clusters Score -128513.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -128514.281250 Penalty: 3425.750488
	Iteration 31Q: 3 clusters Score -128514.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -128514.281250 Penalty: 3425.750488
	Iteration 32F: 3 clusters Score -128514.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Entering Unmasked Estep 
Score: -200846.890625 Penalty: 1827.661011
	Iteration 0F: 2 clusters Score -200846.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -198523.484375 Penalty: 3655.322021
	Iteration 0F: 3 clusters Score -198523.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -198997.734375 Penalty: 3655.322021
	Iteration 1F: 3 clusters Score -198997.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -199358.203125 Penalty: 3655.322021
	Iteration 2F: 3 clusters Score -199358.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -199862.843750 Penalty: 3655.322021
	Iteration 3F: 3 clusters Score -199862.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -200209.921875 Penalty: 3655.322021
	Iteration 4F: 3 clusters Score -200209.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -200496.625000 Penalty: 3655.322021
	Iteration 5F: 3 clusters Score -200496.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -200691.812500 Penalty: 3655.322021
	Iteration 6Q: 3 clusters Score -200691.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -200754.890625 Penalty: 3655.322021
	Iteration 7Q: 3 clusters Score -200754.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -200793.078125 Penalty: 3655.322021
	Iteration 8Q: 3 clusters Score -200793.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -200810.859375 Penalty: 3655.322021
	Iteration 9Q: 3 clusters Score -200810.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -200822.656250 Penalty: 3655.322021
	Iteration 10Q: 3 clusters Score -200822.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -200837.984375 Penalty: 3655.322021
	Iteration 11Q: 3 clusters Score -200838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -200842.921875 Penalty: 3655.322021
	Iteration 12Q: 3 clusters Score -200842.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -200846.531250 Penalty: 3655.322021
	Iteration 13Q: 3 clusters Score -200846.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -200846.984375 Penalty: 3655.322021
	Iteration 14Q: 3 clusters Score -200847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -200846.984375 Penalty: 3655.322021
	Iteration 15F: 3 clusters Score -200847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 173050 members 
Mstep: Class 3 contains 20666 members 
Mstep: Class 4 contains 57114 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 13258 members 
Mstep: Class 7 contains 201203 members 
Mstep: Class 8 contains 67291 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36808 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 679 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 14 contains 908 members 
Mstep: Class 16 contains 178603 members 
Mstep: Class 17 contains 30337 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15567 members 
Entering Unmasked Estep 
Score: -116074568.000000 Penalty: 60989.933594
Splitting cluster 12 changes total score from -116076072.000000 to -116074568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -70576.648438 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -70576.65 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 285 members 
Entering Unmasked Estep 
Score: -69017.546875 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -69017.55 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -69253.429688 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -69253.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -69323.281250 Penalty: 3154.348633
	Iteration 2F: 3 clusters Score -69323.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69342.890625 Penalty: 3154.348633
	Iteration 3Q: 3 clusters Score -69342.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -69355.835938 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -69355.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69365.554688 Penalty: 3154.348633
	Iteration 5Q: 3 clusters Score -69365.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -69369.546875 Penalty: 3154.348633
	Iteration 6Q: 3 clusters Score -69369.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -69372.578125 Penalty: 3154.348633
	Iteration 7Q: 3 clusters Score -69372.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69375.054688 Penalty: 3154.348633
	Iteration 8Q: 3 clusters Score -69375.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -69380.500000 Penalty: 3154.348633
	Iteration 9Q: 3 clusters Score -69380.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -69400.085938 Penalty: 3154.348633
	Iteration 10Q: 3 clusters Score -69400.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -69410.414062 Penalty: 3154.348633
	Iteration 11Q: 3 clusters Score -69410.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69420.515625 Penalty: 3154.348633
	Iteration 12Q: 3 clusters Score -69420.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -69428.054688 Penalty: 3154.348633
	Iteration 13Q: 3 clusters Score -69428.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -69429.000000 Penalty: 3154.348633
	Iteration 14Q: 3 clusters Score -69429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -69429.000000 Penalty: 3154.348633
	Iteration 15F: 3 clusters Score -69429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (178603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178603 members 
Entering Unmasked Estep 
Score: -24563870.000000 Penalty: 2999.044189
	Iteration 0F: 2 clusters Score -2.456387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89003 members 
Mstep: Class 2 contains 89600 members 
Entering Unmasked Estep 
Score: -24449710.000000 Penalty: 5998.088379
	Iteration 0F: 3 clusters Score -2.444971e+07 nChanged 85785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84602 members 
Mstep: Class 2 contains 94001 members 
Entering Unmasked Estep 
Score: -24499770.000000 Penalty: 5998.088379
	Iteration 1F: 3 clusters Score -2.449977e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81883 members 
Mstep: Class 2 contains 96720 members 
Entering Unmasked Estep 
Score: -24501164.000000 Penalty: 5998.088379
	Iteration 2Q: 3 clusters Score -2.450116e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77786 members 
Mstep: Class 2 contains 100817 members 
Entering Unmasked Estep 
Score: -24503088.000000 Penalty: 5998.088379
	Iteration 3Q: 3 clusters Score -2.450309e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71471 members 
Mstep: Class 2 contains 107132 members 
Entering Unmasked Estep 
Score: -24506534.000000 Penalty: 5998.088379
	Iteration 4Q: 3 clusters Score -2.450653e+07 nChanged 9954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62221 members 
Mstep: Class 2 contains 116382 members 
Entering Unmasked Estep 
Score: -24512086.000000 Penalty: 5998.088379
	Iteration 5F: 3 clusters Score -2.451209e+07 nChanged 12713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 128791 members 
Entering Unmasked Estep 
Score: -24521280.000000 Penalty: 5998.088379
	Iteration 6F: 3 clusters Score -2.452128e+07 nChanged 14786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 143489 members 
Entering Unmasked Estep 
Score: -24533404.000000 Penalty: 5998.088379
	Iteration 7F: 3 clusters Score -2.45334e+07 nChanged 13991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 157456 members 
Entering Unmasked Estep 
Score: -24545330.000000 Penalty: 5998.088379
	Iteration 8F: 3 clusters Score -2.454533e+07 nChanged 10516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 167964 members 
Entering Unmasked Estep 
Score: -24553762.000000 Penalty: 5998.088379
	Iteration 9F: 3 clusters Score -2.455376e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 173776 members 
Entering Unmasked Estep 
Score: -24557966.000000 Penalty: 5998.088379
	Iteration 10Q: 3 clusters Score -2.455797e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 176424 members 
Entering Unmasked Estep 
Score: -24559826.000000 Penalty: 5998.088379
	Iteration 11Q: 3 clusters Score -2.455983e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 177437 members 
Entering Unmasked Estep 
Score: -24560564.000000 Penalty: 5998.088379
	Iteration 12Q: 3 clusters Score -2.456056e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 177823 members 
Entering Unmasked Estep 
Score: -24560990.000000 Penalty: 5998.088379
	Iteration 13Q: 3 clusters Score -2.456099e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 177976 members 
Entering Unmasked Estep 
Score: -24561118.000000 Penalty: 5998.088379
	Iteration 14Q: 3 clusters Score -2.456112e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 178046 members 
Entering Unmasked Estep 
Score: -24561190.000000 Penalty: 5998.088379
	Iteration 15Q: 3 clusters Score -2.456119e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 178079 members 
Entering Unmasked Estep 
Score: -24561232.000000 Penalty: 5998.088379
	Iteration 16Q: 3 clusters Score -2.456123e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 178096 members 
Entering Unmasked Estep 
Score: -24561254.000000 Penalty: 5998.088379
	Iteration 17Q: 3 clusters Score -2.456125e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 178110 members 
Entering Unmasked Estep 
Score: -24561278.000000 Penalty: 5998.088379
	Iteration 18Q: 3 clusters Score -2.456128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 178117 members 
Entering Unmasked Estep 
Score: -24561286.000000 Penalty: 5998.088379
	Iteration 19Q: 3 clusters Score -2.456129e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 178122 members 
Entering Unmasked Estep 
Score: -24561306.000000 Penalty: 5998.088379
	Iteration 20F: 3 clusters Score -2.456131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 178131 members 
Entering Unmasked Estep 
Score: -24561306.000000 Penalty: 5998.088379
	Iteration 21Q: 3 clusters Score -2.456131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 178135 members 
Entering Unmasked Estep 
Score: -24561302.000000 Penalty: 5998.088379
	Iteration 22Q: 3 clusters Score -2.45613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 178144 members 
Entering Unmasked Estep 
Score: -24561322.000000 Penalty: 5998.088379
	Iteration 23Q: 3 clusters Score -2.456132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 178153 members 
Entering Unmasked Estep 
Score: -24561352.000000 Penalty: 5998.088379
	Iteration 24Q: 3 clusters Score -2.456135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 178152 members 
Entering Unmasked Estep 
Score: -24561352.000000 Penalty: 5998.088379
	Iteration 25Q: 3 clusters Score -2.456135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 178152 members 
Entering Unmasked Estep 
Score: -24561346.000000 Penalty: 5998.088379
	Iteration 26Q: 3 clusters Score -2.456135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 178154 members 
Entering Unmasked Estep 
Score: -24561376.000000 Penalty: 5998.088379
	Iteration 27Q: 3 clusters Score -2.456138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 178159 members 
Entering Unmasked Estep 
Score: -24561374.000000 Penalty: 5998.088379
	Iteration 28Q: 3 clusters Score -2.456137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 178164 members 
Entering Unmasked Estep 
Score: -24561374.000000 Penalty: 5998.088379
	Iteration 29Q: 3 clusters Score -2.456137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 178163 members 
Entering Unmasked Estep 
Score: -24561366.000000 Penalty: 5998.088379
	Iteration 30Q: 3 clusters Score -2.456137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 178163 members 
Entering Unmasked Estep 
Score: -24561366.000000 Penalty: 5998.088379
	Iteration 31F: 3 clusters Score -2.456137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Entering Unmasked Estep 
Score: -4236193.000000 Penalty: 2559.390625
	Iteration 0F: 2 clusters Score -4236193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -4215337.500000 Penalty: 5118.781250
	Iteration 0F: 3 clusters Score -4215338 nChanged 13734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -4222975.500000 Penalty: 5118.781250
	Iteration 1F: 3 clusters Score -4222976 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -4223490.000000 Penalty: 5118.781250
	Iteration 2Q: 3 clusters Score -4223490 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -4223926.500000 Penalty: 5118.781250
	Iteration 3Q: 3 clusters Score -4223926 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -4224319.000000 Penalty: 5118.781250
	Iteration 4Q: 3 clusters Score -4224319 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -4224734.000000 Penalty: 5118.781250
	Iteration 5Q: 3 clusters Score -4224734 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -4225262.000000 Penalty: 5118.781250
	Iteration 6Q: 3 clusters Score -4225262 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -4225871.000000 Penalty: 5118.781250
	Iteration 7Q: 3 clusters Score -4225871 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -4226575.000000 Penalty: 5118.781250
	Iteration 8Q: 3 clusters Score -4226575 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -4227435.500000 Penalty: 5118.781250
	Iteration 9Q: 3 clusters Score -4227436 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -4228509.000000 Penalty: 5118.781250
	Iteration 10F: 3 clusters Score -4228509 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -4229624.000000 Penalty: 5118.781250
	Iteration 11F: 3 clusters Score -4229624 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -4230447.000000 Penalty: 5118.781250
	Iteration 12F: 3 clusters Score -4230447 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -4230816.000000 Penalty: 5118.781250
	Iteration 13Q: 3 clusters Score -4230816 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -4231012.500000 Penalty: 5118.781250
	Iteration 14Q: 3 clusters Score -4231012 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -4231119.500000 Penalty: 5118.781250
	Iteration 15Q: 3 clusters Score -4231120 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -4231209.500000 Penalty: 5118.781250
	Iteration 16Q: 3 clusters Score -4231210 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -4231276.000000 Penalty: 5118.781250
	Iteration 17Q: 3 clusters Score -4231276 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -4231317.000000 Penalty: 5118.781250
	Iteration 18Q: 3 clusters Score -4231317 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -4231346.000000 Penalty: 5118.781250
	Iteration 19Q: 3 clusters Score -4231346 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -4231369.500000 Penalty: 5118.781250
	Iteration 20F: 3 clusters Score -4231370 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -4231405.000000 Penalty: 5118.781250
	Iteration 21Q: 3 clusters Score -4231405 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -4231426.500000 Penalty: 5118.781250
	Iteration 22Q: 3 clusters Score -4231426 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -4231447.500000 Penalty: 5118.781250
	Iteration 23Q: 3 clusters Score -4231448 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -4231465.000000 Penalty: 5118.781250
	Iteration 24Q: 3 clusters Score -4231465 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -4231472.000000 Penalty: 5118.781250
	Iteration 25Q: 3 clusters Score -4231472 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -4231481.000000 Penalty: 5118.781250
	Iteration 26Q: 3 clusters Score -4231481 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -4231477.500000 Penalty: 5118.781250
	Iteration 27Q: 3 clusters Score -4231478 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -4231488.000000 Penalty: 5118.781250
	Iteration 28Q: 3 clusters Score -4231488 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -4231515.000000 Penalty: 5118.781250
	Iteration 29Q: 3 clusters Score -4231515 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -4231524.000000 Penalty: 5118.781250
	Iteration 30Q: 3 clusters Score -4231524 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -4231522.000000 Penalty: 5118.781250
	Iteration 31Q: 3 clusters Score -4231522 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -4231529.000000 Penalty: 5118.781250
	Iteration 32Q: 3 clusters Score -4231529 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -4231544.500000 Penalty: 5118.781250
	Iteration 33Q: 3 clusters Score -4231544 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -4231546.500000 Penalty: 5118.781250
	Iteration 34Q: 3 clusters Score -4231546 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -4231561.000000 Penalty: 5118.781250
	Iteration 35Q: 3 clusters Score -4231561 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -4231558.000000 Penalty: 5118.781250
	Iteration 36Q: 3 clusters Score -4231558 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -4231550.500000 Penalty: 5118.781250
	Iteration 37Q: 3 clusters Score -4231550 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -4231557.500000 Penalty: 5118.781250
	Iteration 38Q: 3 clusters Score -4231558 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -4231567.500000 Penalty: 5118.781250
	Iteration 39Q: 3 clusters Score -4231568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -4231563.000000 Penalty: 5118.781250
	Iteration 40F: 3 clusters Score -4231563 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -4231566.500000 Penalty: 5118.781250
	Iteration 41Q: 3 clusters Score -4231566 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -4231574.000000 Penalty: 5118.781250
	Iteration 42Q: 3 clusters Score -4231574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -4231582.500000 Penalty: 5118.781250
	Iteration 43Q: 3 clusters Score -4231582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -4231585.500000 Penalty: 5118.781250
	Iteration 44Q: 3 clusters Score -4231586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -4231578.000000 Penalty: 5118.781250
	Iteration 45Q: 3 clusters Score -4231578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -4231588.500000 Penalty: 5118.781250
	Iteration 46Q: 3 clusters Score -4231588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -4231597.000000 Penalty: 5118.781250
	Iteration 47Q: 3 clusters Score -4231597 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -4231602.500000 Penalty: 5118.781250
	Iteration 48Q: 3 clusters Score -4231602 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -4231612.500000 Penalty: 5118.781250
	Iteration 49Q: 3 clusters Score -4231612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -4231608.500000 Penalty: 5118.781250
	Iteration 50Q: 3 clusters Score -4231608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -4231619.000000 Penalty: 5118.781250
	Iteration 51Q: 3 clusters Score -4231619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -4231610.000000 Penalty: 5118.781250
	Iteration 52Q: 3 clusters Score -4231610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -4231612.500000 Penalty: 5118.781250
	Iteration 53Q: 3 clusters Score -4231612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -4231609.000000 Penalty: 5118.781250
	Iteration 54Q: 3 clusters Score -4231609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -4231610.500000 Penalty: 5118.781250
	Iteration 55Q: 3 clusters Score -4231610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -4231612.000000 Penalty: 5118.781250
	Iteration 56Q: 3 clusters Score -4231612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -4231605.500000 Penalty: 5118.781250
	Iteration 57Q: 3 clusters Score -4231606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -4231610.000000 Penalty: 5118.781250
	Iteration 58Q: 3 clusters Score -4231610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -4231613.000000 Penalty: 5118.781250
	Iteration 59Q: 3 clusters Score -4231613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -4231612.000000 Penalty: 5118.781250
	Iteration 60F: 3 clusters Score -4231612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -4231614.000000 Penalty: 5118.781250
	Iteration 61Q: 3 clusters Score -4231614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -4231614.000000 Penalty: 5118.781250
	Iteration 62F: 3 clusters Score -4231614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -62847.503906 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -62847.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61305.628906 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -61305.63 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61587.140625 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -61587.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61725.464844 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -61725.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61823.441406 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -61823.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61896.664062 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -61896.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61969.160156 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -61969.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62019.960938 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -62019.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -62047.058594 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -62047.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -62089.964844 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -62089.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -62105.945312 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -62105.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -62125.007812 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -62125.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62157.449219 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -62157.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -62180.437500 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -62180.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -62203.687500 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -62203.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -62219.148438 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -62219.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -62234.539062 Penalty: 3120.618408
	Iteration 15Q: 3 clusters Score -62234.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62255.812500 Penalty: 3120.618408
	Iteration 16Q: 3 clusters Score -62255.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62267.386719 Penalty: 3120.618408
	Iteration 17Q: 3 clusters Score -62267.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62280.757812 Penalty: 3120.618408
	Iteration 18Q: 3 clusters Score -62280.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62296.656250 Penalty: 3120.618408
	Iteration 19Q: 3 clusters Score -62296.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62300.886719 Penalty: 3120.618408
	Iteration 20F: 3 clusters Score -62300.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62322.621094 Penalty: 3120.618408
	Iteration 21Q: 3 clusters Score -62322.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62332.410156 Penalty: 3120.618408
	Iteration 22Q: 3 clusters Score -62332.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -62340.273438 Penalty: 3120.618408
	Iteration 23Q: 3 clusters Score -62340.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62386.285156 Penalty: 3120.618408
	Iteration 24Q: 3 clusters Score -62386.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62544.484375 Penalty: 3120.618408
	Iteration 25Q: 3 clusters Score -62544.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62723.390625 Penalty: 3120.618408
	Iteration 26Q: 3 clusters Score -62723.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62766.730469 Penalty: 3120.618408
	Iteration 27Q: 3 clusters Score -62766.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -62776.078125 Penalty: 3120.618408
	Iteration 28Q: 3 clusters Score -62776.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62779.125000 Penalty: 3120.618408
	Iteration 29Q: 3 clusters Score -62779.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62779.125000 Penalty: 3120.618408
	Iteration 30F: 3 clusters Score -62779.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Entering Unmasked Estep 
Score: -2173805.250000 Penalty: 2393.921387
	Iteration 0F: 2 clusters Score -2173805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2162540.500000 Penalty: 4787.842773
	Iteration 0F: 3 clusters Score -2162540 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2166222.000000 Penalty: 4787.842773
	Iteration 1F: 3 clusters Score -2166222 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2166655.250000 Penalty: 4787.842773
	Iteration 2F: 3 clusters Score -2166655 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2167105.750000 Penalty: 4787.842773
	Iteration 3F: 3 clusters Score -2167106 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2167584.250000 Penalty: 4787.842773
	Iteration 4F: 3 clusters Score -2167584 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2168105.250000 Penalty: 4787.842773
	Iteration 5F: 3 clusters Score -2168105 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2168737.000000 Penalty: 4787.842773
	Iteration 6F: 3 clusters Score -2168737 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2169422.500000 Penalty: 4787.842773
	Iteration 7F: 3 clusters Score -2169422 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2170048.500000 Penalty: 4787.842773
	Iteration 8Q: 3 clusters Score -2170048 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2170596.000000 Penalty: 4787.842773
	Iteration 9Q: 3 clusters Score -2170596 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2171014.750000 Penalty: 4787.842773
	Iteration 10Q: 3 clusters Score -2171015 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2171247.000000 Penalty: 4787.842773
	Iteration 11Q: 3 clusters Score -2171247 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2171382.250000 Penalty: 4787.842773
	Iteration 12Q: 3 clusters Score -2171382 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2171478.000000 Penalty: 4787.842773
	Iteration 13Q: 3 clusters Score -2171478 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2171543.500000 Penalty: 4787.842773
	Iteration 14Q: 3 clusters Score -2171544 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2171574.250000 Penalty: 4787.842773
	Iteration 15Q: 3 clusters Score -2171574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2171606.000000 Penalty: 4787.842773
	Iteration 16Q: 3 clusters Score -2171606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2171632.750000 Penalty: 4787.842773
	Iteration 17Q: 3 clusters Score -2171633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2171658.000000 Penalty: 4787.842773
	Iteration 18Q: 3 clusters Score -2171658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2171671.250000 Penalty: 4787.842773
	Iteration 19Q: 3 clusters Score -2171671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2171684.500000 Penalty: 4787.842773
	Iteration 20F: 3 clusters Score -2171684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2171694.750000 Penalty: 4787.842773
	Iteration 21Q: 3 clusters Score -2171695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2171696.500000 Penalty: 4787.842773
	Iteration 22Q: 3 clusters Score -2171696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2171701.250000 Penalty: 4787.842773
	Iteration 23Q: 3 clusters Score -2171701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2171702.000000 Penalty: 4787.842773
	Iteration 24Q: 3 clusters Score -2171702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2171702.000000 Penalty: 4787.842773
	Iteration 25Q: 3 clusters Score -2171702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2171703.750000 Penalty: 4787.842773
	Iteration 26Q: 3 clusters Score -2171704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2171705.750000 Penalty: 4787.842773
	Iteration 27Q: 3 clusters Score -2171706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2171709.750000 Penalty: 4787.842773
	Iteration 28Q: 3 clusters Score -2171710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2171714.750000 Penalty: 4787.842773
	Iteration 29Q: 3 clusters Score -2171715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2171717.500000 Penalty: 4787.842773
	Iteration 30Q: 3 clusters Score -2171718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2171717.500000 Penalty: 4787.842773
	Iteration 31Q: 3 clusters Score -2171718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2171718.250000 Penalty: 4787.842773
	Iteration 32Q: 3 clusters Score -2171718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2171720.000000 Penalty: 4787.842773
	Iteration 33Q: 3 clusters Score -2171720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2171721.500000 Penalty: 4787.842773
	Iteration 34Q: 3 clusters Score -2171722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2171722.000000 Penalty: 4787.842773
	Iteration 35Q: 3 clusters Score -2171722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2171722.000000 Penalty: 4787.842773
	Iteration 36F: 3 clusters Score -2171722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 173050 members 
Mstep: Class 3 contains 20666 members 
Mstep: Class 4 contains 57114 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 13258 members 
Mstep: Class 7 contains 201203 members 
Mstep: Class 8 contains 67291 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36808 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178603 members 
Mstep: Class 17 contains 30337 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076032.000000 Penalty: 57601.605469
Iteration 239Q: 18 clusters Score -1.16076e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 173022 members 
Mstep: Class 3 contains 20669 members 
Mstep: Class 4 contains 57113 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 13260 members 
Mstep: Class 7 contains 201205 members 
Mstep: Class 8 contains 67282 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36807 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178633 members 
Mstep: Class 17 contains 30337 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076024.000000 Penalty: 57601.605469
Iteration 240F: 18 clusters Score -1.16076e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51764 members 
Mstep: Class 2 contains 173000 members 
Mstep: Class 3 contains 20670 members 
Mstep: Class 4 contains 57110 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 13259 members 
Mstep: Class 7 contains 201206 members 
Mstep: Class 8 contains 67273 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36807 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178648 members 
Mstep: Class 17 contains 30340 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076120.000000 Penalty: 57601.605469
Iteration 241Q: 18 clusters Score -1.160761e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 172977 members 
Mstep: Class 3 contains 20669 members 
Mstep: Class 4 contains 57107 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 13261 members 
Mstep: Class 7 contains 201195 members 
Mstep: Class 8 contains 67264 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36805 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178671 members 
Mstep: Class 17 contains 30344 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076168.000000 Penalty: 57601.605469
Iteration 242Q: 18 clusters Score -1.160762e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51760 members 
Mstep: Class 2 contains 172965 members 
Mstep: Class 3 contains 20672 members 
Mstep: Class 4 contains 57102 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 13260 members 
Mstep: Class 7 contains 201194 members 
Mstep: Class 8 contains 67252 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36801 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178696 members 
Mstep: Class 17 contains 30347 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076216.000000 Penalty: 57601.605469
Iteration 243Q: 18 clusters Score -1.160762e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51759 members 
Mstep: Class 2 contains 172960 members 
Mstep: Class 3 contains 20670 members 
Mstep: Class 4 contains 57103 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 13260 members 
Mstep: Class 7 contains 201181 members 
Mstep: Class 8 contains 67238 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36799 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178717 members 
Mstep: Class 17 contains 30351 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076176.000000 Penalty: 57601.605469
Iteration 244Q: 18 clusters Score -1.160762e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 172946 members 
Mstep: Class 3 contains 20672 members 
Mstep: Class 4 contains 57102 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 13261 members 
Mstep: Class 7 contains 201183 members 
Mstep: Class 8 contains 67225 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36795 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178735 members 
Mstep: Class 17 contains 30356 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076160.000000 Penalty: 57601.605469
Iteration 245Q: 18 clusters Score -1.160762e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51759 members 
Mstep: Class 2 contains 172936 members 
Mstep: Class 3 contains 20675 members 
Mstep: Class 4 contains 57104 members 
Mstep: Class 5 contains 6634 members 
Mstep: Class 6 contains 13265 members 
Mstep: Class 7 contains 201163 members 
Mstep: Class 8 contains 67210 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36799 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178756 members 
Mstep: Class 17 contains 30358 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076264.000000 Penalty: 57601.605469
Iteration 246Q: 18 clusters Score -1.160763e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51760 members 
Mstep: Class 2 contains 172921 members 
Mstep: Class 3 contains 20679 members 
Mstep: Class 4 contains 57101 members 
Mstep: Class 5 contains 6634 members 
Mstep: Class 6 contains 13266 members 
Mstep: Class 7 contains 201147 members 
Mstep: Class 8 contains 67198 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36806 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178777 members 
Mstep: Class 17 contains 30360 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076248.000000 Penalty: 57601.605469
Iteration 247Q: 18 clusters Score -1.160762e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 172895 members 
Mstep: Class 3 contains 20680 members 
Mstep: Class 4 contains 57102 members 
Mstep: Class 5 contains 6634 members 
Mstep: Class 6 contains 13269 members 
Mstep: Class 7 contains 201146 members 
Mstep: Class 8 contains 67189 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36810 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178794 members 
Mstep: Class 17 contains 30364 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076288.000000 Penalty: 57601.605469
Iteration 248Q: 18 clusters Score -1.160763e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 172874 members 
Mstep: Class 3 contains 20682 members 
Mstep: Class 4 contains 57097 members 
Mstep: Class 5 contains 6634 members 
Mstep: Class 6 contains 13269 members 
Mstep: Class 7 contains 201138 members 
Mstep: Class 8 contains 67182 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36813 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178813 members 
Mstep: Class 17 contains 30370 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076304.000000 Penalty: 57601.605469
Iteration 249Q: 18 clusters Score -1.160763e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 172869 members 
Mstep: Class 3 contains 20682 members 
Mstep: Class 4 contains 57096 members 
Mstep: Class 5 contains 6634 members 
Mstep: Class 6 contains 13270 members 
Mstep: Class 7 contains 201122 members 
Mstep: Class 8 contains 67172 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36808 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 178839 members 
Mstep: Class 17 contains 30379 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076240.000000 Penalty: 57601.605469
Iteration 250Q: 18 clusters Score -1.160762e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 172849 members 
Mstep: Class 3 contains 20685 members 
Mstep: Class 4 contains 57095 members 
Mstep: Class 5 contains 6634 members 
Mstep: Class 6 contains 13272 members 
Mstep: Class 7 contains 201104 members 
Mstep: Class 8 contains 67159 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36812 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 178873 members 
Mstep: Class 17 contains 30389 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076312.000000 Penalty: 57601.605469
Iteration 251Q: 18 clusters Score -1.160763e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51751 members 
Mstep: Class 2 contains 172812 members 
Mstep: Class 3 contains 20685 members 
Mstep: Class 4 contains 57091 members 
Mstep: Class 5 contains 6633 members 
Mstep: Class 6 contains 13272 members 
Mstep: Class 7 contains 201117 members 
Mstep: Class 8 contains 67148 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36812 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 178897 members 
Mstep: Class 17 contains 30401 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076400.000000 Penalty: 57601.605469
Iteration 252Q: 18 clusters Score -1.160764e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 172800 members 
Mstep: Class 3 contains 20680 members 
Mstep: Class 4 contains 57086 members 
Mstep: Class 5 contains 6633 members 
Mstep: Class 6 contains 13273 members 
Mstep: Class 7 contains 201129 members 
Mstep: Class 8 contains 67141 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36808 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 178908 members 
Mstep: Class 17 contains 30405 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076320.000000 Penalty: 57601.605469
Iteration 253Q: 18 clusters Score -1.160763e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 172780 members 
Mstep: Class 3 contains 20679 members 
Mstep: Class 4 contains 57086 members 
Mstep: Class 5 contains 6633 members 
Mstep: Class 6 contains 13274 members 
Mstep: Class 7 contains 201132 members 
Mstep: Class 8 contains 67138 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36810 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 178915 members 
Mstep: Class 17 contains 30410 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076352.000000 Penalty: 57601.605469
Iteration 254Q: 18 clusters Score -1.160764e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 172755 members 
Mstep: Class 3 contains 20679 members 
Mstep: Class 4 contains 57087 members 
Mstep: Class 5 contains 6633 members 
Mstep: Class 6 contains 13274 members 
Mstep: Class 7 contains 201139 members 
Mstep: Class 8 contains 67132 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36811 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 178926 members 
Mstep: Class 17 contains 30413 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076464.000000 Penalty: 57601.605469
Iteration 255Q: 18 clusters Score -1.160765e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 172745 members 
Mstep: Class 3 contains 20678 members 
Mstep: Class 4 contains 57090 members 
Mstep: Class 5 contains 6632 members 
Mstep: Class 6 contains 13275 members 
Mstep: Class 7 contains 201139 members 
Mstep: Class 8 contains 67126 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36813 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 178928 members 
Mstep: Class 17 contains 30421 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076416.000000 Penalty: 57601.605469
Iteration 256Q: 18 clusters Score -1.160764e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 172737 members 
Mstep: Class 3 contains 20674 members 
Mstep: Class 4 contains 57092 members 
Mstep: Class 5 contains 6630 members 
Mstep: Class 6 contains 13275 members 
Mstep: Class 7 contains 201127 members 
Mstep: Class 8 contains 67120 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36808 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 178953 members 
Mstep: Class 17 contains 30423 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076584.000000 Penalty: 57601.605469
Iteration 257Q: 18 clusters Score -1.160766e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 172724 members 
Mstep: Class 3 contains 20676 members 
Mstep: Class 4 contains 57093 members 
Mstep: Class 5 contains 6629 members 
Mstep: Class 6 contains 13277 members 
Mstep: Class 7 contains 201126 members 
Mstep: Class 8 contains 67113 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36806 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 178957 members 
Mstep: Class 17 contains 30425 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076488.000000 Penalty: 57601.605469
Iteration 258Q: 18 clusters Score -1.160765e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 172711 members 
Mstep: Class 3 contains 20676 members 
Mstep: Class 4 contains 57091 members 
Mstep: Class 5 contains 6629 members 
Mstep: Class 6 contains 13278 members 
Mstep: Class 7 contains 201144 members 
Mstep: Class 8 contains 67102 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36806 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 178961 members 
Mstep: Class 17 contains 30429 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076480.000000 Penalty: 57601.605469
Iteration 259Q: 18 clusters Score -1.160765e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 172699 members 
Mstep: Class 3 contains 20670 members 
Mstep: Class 4 contains 57089 members 
Mstep: Class 5 contains 6629 members 
Mstep: Class 6 contains 13277 members 
Mstep: Class 7 contains 201164 members 
Mstep: Class 8 contains 67093 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36804 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 178972 members 
Mstep: Class 17 contains 30433 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076488.000000 Penalty: 57601.605469
Iteration 260F: 18 clusters Score -1.160765e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 172683 members 
Mstep: Class 3 contains 20672 members 
Mstep: Class 4 contains 57092 members 
Mstep: Class 5 contains 6629 members 
Mstep: Class 6 contains 13278 members 
Mstep: Class 7 contains 201171 members 
Mstep: Class 8 contains 67078 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36808 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 178975 members 
Mstep: Class 17 contains 30438 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076520.000000 Penalty: 57601.605469
Iteration 261Q: 18 clusters Score -1.160765e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 172670 members 
Mstep: Class 3 contains 20671 members 
Mstep: Class 4 contains 57086 members 
Mstep: Class 5 contains 6629 members 
Mstep: Class 6 contains 13278 members 
Mstep: Class 7 contains 201179 members 
Mstep: Class 8 contains 67069 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36814 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 178982 members 
Mstep: Class 17 contains 30443 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076448.000000 Penalty: 57601.605469
Iteration 262Q: 18 clusters Score -1.160764e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 172673 members 
Mstep: Class 3 contains 20670 members 
Mstep: Class 4 contains 57084 members 
Mstep: Class 5 contains 6629 members 
Mstep: Class 6 contains 13278 members 
Mstep: Class 7 contains 201185 members 
Mstep: Class 8 contains 67056 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36815 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 178993 members 
Mstep: Class 17 contains 30446 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076352.000000 Penalty: 57601.605469
Iteration 263Q: 18 clusters Score -1.160764e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 172668 members 
Mstep: Class 3 contains 20669 members 
Mstep: Class 4 contains 57083 members 
Mstep: Class 5 contains 6629 members 
Mstep: Class 6 contains 13277 members 
Mstep: Class 7 contains 201199 members 
Mstep: Class 8 contains 67039 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36820 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 178999 members 
Mstep: Class 17 contains 30443 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076432.000000 Penalty: 57601.605469
Iteration 264Q: 18 clusters Score -1.160764e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 172682 members 
Mstep: Class 3 contains 20670 members 
Mstep: Class 4 contains 57083 members 
Mstep: Class 5 contains 6628 members 
Mstep: Class 6 contains 13278 members 
Mstep: Class 7 contains 201184 members 
Mstep: Class 8 contains 67030 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36820 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179013 members 
Mstep: Class 17 contains 30442 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076384.000000 Penalty: 57601.605469
Iteration 265Q: 18 clusters Score -1.160764e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 172684 members 
Mstep: Class 3 contains 20671 members 
Mstep: Class 4 contains 57079 members 
Mstep: Class 5 contains 6627 members 
Mstep: Class 6 contains 13279 members 
Mstep: Class 7 contains 201181 members 
Mstep: Class 8 contains 67018 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36821 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179024 members 
Mstep: Class 17 contains 30441 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076312.000000 Penalty: 57601.605469
Iteration 266Q: 18 clusters Score -1.160763e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 172662 members 
Mstep: Class 3 contains 20674 members 
Mstep: Class 4 contains 57081 members 
Mstep: Class 5 contains 6624 members 
Mstep: Class 6 contains 13280 members 
Mstep: Class 7 contains 201185 members 
Mstep: Class 8 contains 67009 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36826 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179035 members 
Mstep: Class 17 contains 30443 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076400.000000 Penalty: 57601.605469
Iteration 267Q: 18 clusters Score -1.160764e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 172658 members 
Mstep: Class 3 contains 20674 members 
Mstep: Class 4 contains 57086 members 
Mstep: Class 5 contains 6621 members 
Mstep: Class 6 contains 13280 members 
Mstep: Class 7 contains 201177 members 
Mstep: Class 8 contains 67005 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 36823 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179037 members 
Mstep: Class 17 contains 30446 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076472.000000 Penalty: 57601.605469
Iteration 268Q: 18 clusters Score -1.160765e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 172639 members 
Mstep: Class 3 contains 20672 members 
Mstep: Class 4 contains 57086 members 
Mstep: Class 5 contains 6620 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 201190 members 
Mstep: Class 8 contains 67001 members 
Mstep: Class 9 contains 2214 members 
Mstep: Class 10 contains 36826 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179047 members 
Mstep: Class 17 contains 30447 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076432.000000 Penalty: 57601.605469
Iteration 269Q: 18 clusters Score -1.160764e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 172614 members 
Mstep: Class 3 contains 20670 members 
Mstep: Class 4 contains 57089 members 
Mstep: Class 5 contains 6621 members 
Mstep: Class 6 contains 13282 members 
Mstep: Class 7 contains 201210 members 
Mstep: Class 8 contains 66995 members 
Mstep: Class 9 contains 2211 members 
Mstep: Class 10 contains 36824 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179062 members 
Mstep: Class 17 contains 30452 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076448.000000 Penalty: 57601.605469
Iteration 270Q: 18 clusters Score -1.160764e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 172593 members 
Mstep: Class 3 contains 20668 members 
Mstep: Class 4 contains 57093 members 
Mstep: Class 5 contains 6620 members 
Mstep: Class 6 contains 13282 members 
Mstep: Class 7 contains 201235 members 
Mstep: Class 8 contains 66983 members 
Mstep: Class 9 contains 2207 members 
Mstep: Class 10 contains 36822 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179076 members 
Mstep: Class 17 contains 30455 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076512.000000 Penalty: 57601.605469
Iteration 271Q: 18 clusters Score -1.160765e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 172581 members 
Mstep: Class 3 contains 20673 members 
Mstep: Class 4 contains 57097 members 
Mstep: Class 5 contains 6622 members 
Mstep: Class 6 contains 13282 members 
Mstep: Class 7 contains 201248 members 
Mstep: Class 8 contains 66970 members 
Mstep: Class 9 contains 2203 members 
Mstep: Class 10 contains 36820 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179085 members 
Mstep: Class 17 contains 30456 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076440.000000 Penalty: 57601.605469
Iteration 272Q: 18 clusters Score -1.160764e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 172559 members 
Mstep: Class 3 contains 20673 members 
Mstep: Class 4 contains 57102 members 
Mstep: Class 5 contains 6621 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 201272 members 
Mstep: Class 8 contains 66960 members 
Mstep: Class 9 contains 2202 members 
Mstep: Class 10 contains 36819 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179093 members 
Mstep: Class 17 contains 30456 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076456.000000 Penalty: 57601.605469
Iteration 273Q: 18 clusters Score -1.160765e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 172530 members 
Mstep: Class 3 contains 20676 members 
Mstep: Class 4 contains 57106 members 
Mstep: Class 5 contains 6623 members 
Mstep: Class 6 contains 13282 members 
Mstep: Class 7 contains 201293 members 
Mstep: Class 8 contains 66955 members 
Mstep: Class 9 contains 2200 members 
Mstep: Class 10 contains 36820 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179093 members 
Mstep: Class 17 contains 30456 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076512.000000 Penalty: 57601.605469
Iteration 274Q: 18 clusters Score -1.160765e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 172492 members 
Mstep: Class 3 contains 20679 members 
Mstep: Class 4 contains 57109 members 
Mstep: Class 5 contains 6626 members 
Mstep: Class 6 contains 13282 members 
Mstep: Class 7 contains 201320 members 
Mstep: Class 8 contains 66953 members 
Mstep: Class 9 contains 2197 members 
Mstep: Class 10 contains 36818 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179105 members 
Mstep: Class 17 contains 30455 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076496.000000 Penalty: 57601.605469
Iteration 275Q: 18 clusters Score -1.160765e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 172474 members 
Mstep: Class 3 contains 20679 members 
Mstep: Class 4 contains 57110 members 
Mstep: Class 5 contains 6628 members 
Mstep: Class 6 contains 13283 members 
Mstep: Class 7 contains 201339 members 
Mstep: Class 8 contains 66949 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 36815 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179113 members 
Mstep: Class 17 contains 30453 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076408.000000 Penalty: 57601.605469
Iteration 276Q: 18 clusters Score -1.160764e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 172464 members 
Mstep: Class 3 contains 20680 members 
Mstep: Class 4 contains 57115 members 
Mstep: Class 5 contains 6627 members 
Mstep: Class 6 contains 13283 members 
Mstep: Class 7 contains 201341 members 
Mstep: Class 8 contains 66948 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36816 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179118 members 
Mstep: Class 17 contains 30451 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076464.000000 Penalty: 57601.605469
Iteration 277Q: 18 clusters Score -1.160765e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 172463 members 
Mstep: Class 3 contains 20679 members 
Mstep: Class 4 contains 57117 members 
Mstep: Class 5 contains 6627 members 
Mstep: Class 6 contains 13286 members 
Mstep: Class 7 contains 201344 members 
Mstep: Class 8 contains 66947 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36818 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179113 members 
Mstep: Class 17 contains 30455 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076352.000000 Penalty: 57601.605469
Iteration 278Q: 18 clusters Score -1.160764e+08 nChanged 85
Entering ConstructFrom: 
Score: -116076352.000000 Penalty: 57601.605469
Entering ConstructFrom: 
Trying to split cluster 1 (51727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Entering Unmasked Estep 
Score: -7199938.000000 Penalty: 2691.726318
	Iteration 0F: 2 clusters Score -7199938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -7165182.500000 Penalty: 5383.452637
	Iteration 0F: 3 clusters Score -7165182 nChanged 23870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -7178630.500000 Penalty: 5383.452637
	Iteration 1F: 3 clusters Score -7178630 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -7179358.500000 Penalty: 5383.452637
	Iteration 2Q: 3 clusters Score -7179358 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -7180236.000000 Penalty: 5383.452637
	Iteration 3Q: 3 clusters Score -7180236 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -7181632.000000 Penalty: 5383.452637
	Iteration 4F: 3 clusters Score -7181632 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -7183736.000000 Penalty: 5383.452637
	Iteration 5F: 3 clusters Score -7183736 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -7186908.500000 Penalty: 5383.452637
	Iteration 6F: 3 clusters Score -7186908 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -7190549.000000 Penalty: 5383.452637
	Iteration 7F: 3 clusters Score -7190549 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -7193830.500000 Penalty: 5383.452637
	Iteration 8F: 3 clusters Score -7193830 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -7195939.500000 Penalty: 5383.452637
	Iteration 9Q: 3 clusters Score -7195940 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -7197045.000000 Penalty: 5383.452637
	Iteration 10Q: 3 clusters Score -7197045 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50348 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7197614.500000 Penalty: 5383.452637
	Iteration 11Q: 3 clusters Score -7197614 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7197877.000000 Penalty: 5383.452637
	Iteration 12Q: 3 clusters Score -7197877 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50694 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7197978.000000 Penalty: 5383.452637
	Iteration 13Q: 3 clusters Score -7197978 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7198035.000000 Penalty: 5383.452637
	Iteration 14Q: 3 clusters Score -7198035 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -7198069.000000 Penalty: 5383.452637
	Iteration 15Q: 3 clusters Score -7198069 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7198087.500000 Penalty: 5383.452637
	Iteration 16Q: 3 clusters Score -7198088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50848 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7198100.500000 Penalty: 5383.452637
	Iteration 17Q: 3 clusters Score -7198100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7198116.000000 Penalty: 5383.452637
	Iteration 18Q: 3 clusters Score -7198116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7198119.500000 Penalty: 5383.452637
	Iteration 19Q: 3 clusters Score -7198120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7198128.500000 Penalty: 5383.452637
	Iteration 20F: 3 clusters Score -7198128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7198125.500000 Penalty: 5383.452637
	Iteration 21Q: 3 clusters Score -7198126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7198123.000000 Penalty: 5383.452637
	Iteration 22Q: 3 clusters Score -7198123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7198123.000000 Penalty: 5383.452637
	Iteration 23F: 3 clusters Score -7198123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172448 members 
Entering Unmasked Estep 
Score: -23673628.000000 Penalty: 2990.346924
	Iteration 0F: 2 clusters Score -2.367363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86427 members 
Mstep: Class 2 contains 86021 members 
Entering Unmasked Estep 
Score: -23562518.000000 Penalty: 5980.693848
	Iteration 0F: 3 clusters Score -2.356252e+07 nChanged 82773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88914 members 
Mstep: Class 2 contains 83534 members 
Entering Unmasked Estep 
Score: -23611444.000000 Penalty: 5980.693848
	Iteration 1F: 3 clusters Score -2.361144e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90277 members 
Mstep: Class 2 contains 82171 members 
Entering Unmasked Estep 
Score: -23612352.000000 Penalty: 5980.693848
	Iteration 2Q: 3 clusters Score -2.361235e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92360 members 
Mstep: Class 2 contains 80088 members 
Entering Unmasked Estep 
Score: -23613806.000000 Penalty: 5980.693848
	Iteration 3Q: 3 clusters Score -2.361381e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95374 members 
Mstep: Class 2 contains 77074 members 
Entering Unmasked Estep 
Score: -23615808.000000 Penalty: 5980.693848
	Iteration 4Q: 3 clusters Score -2.361581e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99677 members 
Mstep: Class 2 contains 72771 members 
Entering Unmasked Estep 
Score: -23619010.000000 Penalty: 5980.693848
	Iteration 5Q: 3 clusters Score -2.361901e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105446 members 
Mstep: Class 2 contains 67002 members 
Entering Unmasked Estep 
Score: -23623614.000000 Penalty: 5980.693848
	Iteration 6Q: 3 clusters Score -2.362361e+07 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112616 members 
Mstep: Class 2 contains 59832 members 
Entering Unmasked Estep 
Score: -23630264.000000 Penalty: 5980.693848
	Iteration 7F: 3 clusters Score -2.363026e+07 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120652 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -23638642.000000 Penalty: 5980.693848
	Iteration 8F: 3 clusters Score -2.363864e+07 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128744 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -23646860.000000 Penalty: 5980.693848
	Iteration 9F: 3 clusters Score -2.364686e+07 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135520 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -23653744.000000 Penalty: 5980.693848
	Iteration 10F: 3 clusters Score -2.365374e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140974 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -23658508.000000 Penalty: 5980.693848
	Iteration 11Q: 3 clusters Score -2.365851e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145266 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -23661778.000000 Penalty: 5980.693848
	Iteration 12Q: 3 clusters Score -2.366178e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148741 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -23663756.000000 Penalty: 5980.693848
	Iteration 13Q: 3 clusters Score -2.366376e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151653 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -23665108.000000 Penalty: 5980.693848
	Iteration 14Q: 3 clusters Score -2.366511e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154146 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -23665882.000000 Penalty: 5980.693848
	Iteration 15Q: 3 clusters Score -2.366588e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156237 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -23666600.000000 Penalty: 5980.693848
	Iteration 16Q: 3 clusters Score -2.36666e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158049 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -23667072.000000 Penalty: 5980.693848
	Iteration 17Q: 3 clusters Score -2.366707e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159605 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -23667578.000000 Penalty: 5980.693848
	Iteration 18Q: 3 clusters Score -2.366758e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160937 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -23667910.000000 Penalty: 5980.693848
	Iteration 19Q: 3 clusters Score -2.366791e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162148 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -23668274.000000 Penalty: 5980.693848
	Iteration 20F: 3 clusters Score -2.366827e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163240 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -23668564.000000 Penalty: 5980.693848
	Iteration 21Q: 3 clusters Score -2.366856e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164220 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -23668842.000000 Penalty: 5980.693848
	Iteration 22Q: 3 clusters Score -2.366884e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165100 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -23669054.000000 Penalty: 5980.693848
	Iteration 23Q: 3 clusters Score -2.366905e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165856 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -23669298.000000 Penalty: 5980.693848
	Iteration 24Q: 3 clusters Score -2.36693e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166530 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -23669506.000000 Penalty: 5980.693848
	Iteration 25Q: 3 clusters Score -2.366951e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167086 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -23669788.000000 Penalty: 5980.693848
	Iteration 26Q: 3 clusters Score -2.366979e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167592 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -23669948.000000 Penalty: 5980.693848
	Iteration 27Q: 3 clusters Score -2.366995e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168024 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -23670156.000000 Penalty: 5980.693848
	Iteration 28Q: 3 clusters Score -2.367016e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168415 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -23670312.000000 Penalty: 5980.693848
	Iteration 29Q: 3 clusters Score -2.367031e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168742 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -23670452.000000 Penalty: 5980.693848
	Iteration 30Q: 3 clusters Score -2.367045e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168999 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -23670572.000000 Penalty: 5980.693848
	Iteration 31Q: 3 clusters Score -2.367057e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169220 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -23670628.000000 Penalty: 5980.693848
	Iteration 32Q: 3 clusters Score -2.367063e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169434 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -23670694.000000 Penalty: 5980.693848
	Iteration 33Q: 3 clusters Score -2.367069e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169616 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -23670762.000000 Penalty: 5980.693848
	Iteration 34Q: 3 clusters Score -2.367076e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169776 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -23670822.000000 Penalty: 5980.693848
	Iteration 35Q: 3 clusters Score -2.367082e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169892 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -23670910.000000 Penalty: 5980.693848
	Iteration 36Q: 3 clusters Score -2.367091e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169988 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -23670912.000000 Penalty: 5980.693848
	Iteration 37Q: 3 clusters Score -2.367091e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170075 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -23670978.000000 Penalty: 5980.693848
	Iteration 38Q: 3 clusters Score -2.367098e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170140 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -23671058.000000 Penalty: 5980.693848
	Iteration 39Q: 3 clusters Score -2.367106e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170203 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -23671054.000000 Penalty: 5980.693848
	Iteration 40F: 3 clusters Score -2.367105e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170258 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -23671072.000000 Penalty: 5980.693848
	Iteration 41Q: 3 clusters Score -2.367107e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170305 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -23671088.000000 Penalty: 5980.693848
	Iteration 42Q: 3 clusters Score -2.367109e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170359 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -23671094.000000 Penalty: 5980.693848
	Iteration 43Q: 3 clusters Score -2.367109e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170409 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -23671104.000000 Penalty: 5980.693848
	Iteration 44Q: 3 clusters Score -2.36711e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170458 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -23671094.000000 Penalty: 5980.693848
	Iteration 45Q: 3 clusters Score -2.367109e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170496 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -23671124.000000 Penalty: 5980.693848
	Iteration 46Q: 3 clusters Score -2.367112e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170527 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -23671132.000000 Penalty: 5980.693848
	Iteration 47Q: 3 clusters Score -2.367113e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170555 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -23671166.000000 Penalty: 5980.693848
	Iteration 48Q: 3 clusters Score -2.367117e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170585 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -23671160.000000 Penalty: 5980.693848
	Iteration 49Q: 3 clusters Score -2.367116e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170615 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -23671162.000000 Penalty: 5980.693848
	Iteration 50Q: 3 clusters Score -2.367116e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170642 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -23671162.000000 Penalty: 5980.693848
	Iteration 51Q: 3 clusters Score -2.367116e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170653 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -23671186.000000 Penalty: 5980.693848
	Iteration 52Q: 3 clusters Score -2.367119e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170665 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -23671176.000000 Penalty: 5980.693848
	Iteration 53Q: 3 clusters Score -2.367118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170674 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -23671188.000000 Penalty: 5980.693848
	Iteration 54Q: 3 clusters Score -2.367119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170679 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -23671196.000000 Penalty: 5980.693848
	Iteration 55Q: 3 clusters Score -2.36712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170686 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -23671180.000000 Penalty: 5980.693848
	Iteration 56Q: 3 clusters Score -2.367118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170692 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -23671200.000000 Penalty: 5980.693848
	Iteration 57Q: 3 clusters Score -2.36712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170700 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -23671188.000000 Penalty: 5980.693848
	Iteration 58Q: 3 clusters Score -2.367119e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170712 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -23671200.000000 Penalty: 5980.693848
	Iteration 59Q: 3 clusters Score -2.36712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170717 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -23671210.000000 Penalty: 5980.693848
	Iteration 60F: 3 clusters Score -2.367121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170726 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -23671218.000000 Penalty: 5980.693848
	Iteration 61Q: 3 clusters Score -2.367122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170733 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -23671226.000000 Penalty: 5980.693848
	Iteration 62Q: 3 clusters Score -2.367123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170740 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -23671222.000000 Penalty: 5980.693848
	Iteration 63Q: 3 clusters Score -2.367122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170744 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -23671226.000000 Penalty: 5980.693848
	Iteration 64Q: 3 clusters Score -2.367123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170748 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -23671234.000000 Penalty: 5980.693848
	Iteration 65Q: 3 clusters Score -2.367123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170750 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -23671222.000000 Penalty: 5980.693848
	Iteration 66Q: 3 clusters Score -2.367122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170751 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -23671224.000000 Penalty: 5980.693848
	Iteration 67Q: 3 clusters Score -2.367122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170753 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -23671230.000000 Penalty: 5980.693848
	Iteration 68Q: 3 clusters Score -2.367123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170755 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -23671232.000000 Penalty: 5980.693848
	Iteration 69Q: 3 clusters Score -2.367123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170757 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -23671236.000000 Penalty: 5980.693848
	Iteration 70Q: 3 clusters Score -2.367124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170763 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -23671238.000000 Penalty: 5980.693848
	Iteration 71Q: 3 clusters Score -2.367124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170766 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -23671240.000000 Penalty: 5980.693848
	Iteration 72Q: 3 clusters Score -2.367124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170776 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -23671266.000000 Penalty: 5980.693848
	Iteration 73Q: 3 clusters Score -2.367127e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170787 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -23671256.000000 Penalty: 5980.693848
	Iteration 74Q: 3 clusters Score -2.367126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170792 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -23671266.000000 Penalty: 5980.693848
	Iteration 75Q: 3 clusters Score -2.367127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170799 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -23671252.000000 Penalty: 5980.693848
	Iteration 76Q: 3 clusters Score -2.367125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170804 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -23671254.000000 Penalty: 5980.693848
	Iteration 77Q: 3 clusters Score -2.367125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170810 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -23671260.000000 Penalty: 5980.693848
	Iteration 78Q: 3 clusters Score -2.367126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170812 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -23671266.000000 Penalty: 5980.693848
	Iteration 79Q: 3 clusters Score -2.367127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170815 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -23671262.000000 Penalty: 5980.693848
	Iteration 80F: 3 clusters Score -2.367126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170819 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -23671264.000000 Penalty: 5980.693848
	Iteration 81Q: 3 clusters Score -2.367126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170823 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -23671252.000000 Penalty: 5980.693848
	Iteration 82Q: 3 clusters Score -2.367125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170827 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -23671250.000000 Penalty: 5980.693848
	Iteration 83Q: 3 clusters Score -2.367125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170828 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -23671250.000000 Penalty: 5980.693848
	Iteration 84Q: 3 clusters Score -2.367125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170837 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -23671274.000000 Penalty: 5980.693848
	Iteration 85Q: 3 clusters Score -2.367127e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170840 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -23671288.000000 Penalty: 5980.693848
	Iteration 86Q: 3 clusters Score -2.367129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170841 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -23671292.000000 Penalty: 5980.693848
	Iteration 87Q: 3 clusters Score -2.367129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170845 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -23671282.000000 Penalty: 5980.693848
	Iteration 88Q: 3 clusters Score -2.367128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170849 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -23671294.000000 Penalty: 5980.693848
	Iteration 89Q: 3 clusters Score -2.367129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170849 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -23671296.000000 Penalty: 5980.693848
	Iteration 90Q: 3 clusters Score -2.36713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170853 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -23671288.000000 Penalty: 5980.693848
	Iteration 91Q: 3 clusters Score -2.367129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170855 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -23671312.000000 Penalty: 5980.693848
	Iteration 92Q: 3 clusters Score -2.367131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170855 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -23671304.000000 Penalty: 5980.693848
	Iteration 93Q: 3 clusters Score -2.36713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170855 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -23671304.000000 Penalty: 5980.693848
	Iteration 94F: 3 clusters Score -2.36713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Entering Unmasked Estep 
Score: -2887840.000000 Penalty: 2464.320801
	Iteration 0F: 2 clusters Score -2887840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2873352.750000 Penalty: 4928.641602
	Iteration 0F: 3 clusters Score -2873353 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2878125.500000 Penalty: 4928.641602
	Iteration 1F: 3 clusters Score -2878126 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2878516.750000 Penalty: 4928.641602
	Iteration 2F: 3 clusters Score -2878517 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2878798.000000 Penalty: 4928.641602
	Iteration 3Q: 3 clusters Score -2878798 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2879077.500000 Penalty: 4928.641602
	Iteration 4Q: 3 clusters Score -2879078 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2879335.750000 Penalty: 4928.641602
	Iteration 5Q: 3 clusters Score -2879336 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2879573.500000 Penalty: 4928.641602
	Iteration 6Q: 3 clusters Score -2879574 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2879806.500000 Penalty: 4928.641602
	Iteration 7Q: 3 clusters Score -2879806 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2880076.250000 Penalty: 4928.641602
	Iteration 8Q: 3 clusters Score -2880076 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2880376.000000 Penalty: 4928.641602
	Iteration 9Q: 3 clusters Score -2880376 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2880813.750000 Penalty: 4928.641602
	Iteration 10Q: 3 clusters Score -2880814 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2881415.500000 Penalty: 4928.641602
	Iteration 11Q: 3 clusters Score -2881416 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2882116.250000 Penalty: 4928.641602
	Iteration 12F: 3 clusters Score -2882116 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2882741.500000 Penalty: 4928.641602
	Iteration 13F: 3 clusters Score -2882742 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2883139.000000 Penalty: 4928.641602
	Iteration 14Q: 3 clusters Score -2883139 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2883409.250000 Penalty: 4928.641602
	Iteration 15Q: 3 clusters Score -2883409 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2883589.500000 Penalty: 4928.641602
	Iteration 16Q: 3 clusters Score -2883590 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2883719.000000 Penalty: 4928.641602
	Iteration 17Q: 3 clusters Score -2883719 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2883812.750000 Penalty: 4928.641602
	Iteration 18Q: 3 clusters Score -2883813 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2883897.500000 Penalty: 4928.641602
	Iteration 19Q: 3 clusters Score -2883898 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2883947.750000 Penalty: 4928.641602
	Iteration 20F: 3 clusters Score -2883948 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2883988.500000 Penalty: 4928.641602
	Iteration 21Q: 3 clusters Score -2883988 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2884026.750000 Penalty: 4928.641602
	Iteration 22Q: 3 clusters Score -2884027 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2884060.500000 Penalty: 4928.641602
	Iteration 23Q: 3 clusters Score -2884060 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2884086.250000 Penalty: 4928.641602
	Iteration 24Q: 3 clusters Score -2884086 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2884101.750000 Penalty: 4928.641602
	Iteration 25Q: 3 clusters Score -2884102 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2884133.750000 Penalty: 4928.641602
	Iteration 26Q: 3 clusters Score -2884134 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2884148.750000 Penalty: 4928.641602
	Iteration 27Q: 3 clusters Score -2884149 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2884172.000000 Penalty: 4928.641602
	Iteration 28Q: 3 clusters Score -2884172 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2884180.500000 Penalty: 4928.641602
	Iteration 29Q: 3 clusters Score -2884180 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2884202.750000 Penalty: 4928.641602
	Iteration 30Q: 3 clusters Score -2884203 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2884207.250000 Penalty: 4928.641602
	Iteration 31Q: 3 clusters Score -2884207 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2884220.000000 Penalty: 4928.641602
	Iteration 32Q: 3 clusters Score -2884220 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2884233.750000 Penalty: 4928.641602
	Iteration 33Q: 3 clusters Score -2884234 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2884234.500000 Penalty: 4928.641602
	Iteration 34Q: 3 clusters Score -2884234 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2884226.750000 Penalty: 4928.641602
	Iteration 35Q: 3 clusters Score -2884227 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2884230.250000 Penalty: 4928.641602
	Iteration 36Q: 3 clusters Score -2884230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2884240.750000 Penalty: 4928.641602
	Iteration 37Q: 3 clusters Score -2884241 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2884238.000000 Penalty: 4928.641602
	Iteration 38Q: 3 clusters Score -2884238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2884241.250000 Penalty: 4928.641602
	Iteration 39Q: 3 clusters Score -2884241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2884245.750000 Penalty: 4928.641602
	Iteration 40F: 3 clusters Score -2884246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2884241.500000 Penalty: 4928.641602
	Iteration 41Q: 3 clusters Score -2884242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2884246.250000 Penalty: 4928.641602
	Iteration 42Q: 3 clusters Score -2884246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2884246.250000 Penalty: 4928.641602
	Iteration 43Q: 3 clusters Score -2884246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2884246.250000 Penalty: 4928.641602
	Iteration 44Q: 3 clusters Score -2884246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2884253.750000 Penalty: 4928.641602
	Iteration 45Q: 3 clusters Score -2884254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2884259.250000 Penalty: 4928.641602
	Iteration 46Q: 3 clusters Score -2884259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2884256.000000 Penalty: 4928.641602
	Iteration 47Q: 3 clusters Score -2884256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2884258.000000 Penalty: 4928.641602
	Iteration 48Q: 3 clusters Score -2884258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2884261.000000 Penalty: 4928.641602
	Iteration 49Q: 3 clusters Score -2884261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2884259.250000 Penalty: 4928.641602
	Iteration 50Q: 3 clusters Score -2884259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2884262.000000 Penalty: 4928.641602
	Iteration 51Q: 3 clusters Score -2884262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2884264.750000 Penalty: 4928.641602
	Iteration 52Q: 3 clusters Score -2884265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2884262.500000 Penalty: 4928.641602
	Iteration 53Q: 3 clusters Score -2884262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2884263.500000 Penalty: 4928.641602
	Iteration 54Q: 3 clusters Score -2884264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2884267.000000 Penalty: 4928.641602
	Iteration 55Q: 3 clusters Score -2884267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2884264.250000 Penalty: 4928.641602
	Iteration 56Q: 3 clusters Score -2884264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2884269.750000 Penalty: 4928.641602
	Iteration 57Q: 3 clusters Score -2884270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2884270.750000 Penalty: 4928.641602
	Iteration 58Q: 3 clusters Score -2884271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2884268.750000 Penalty: 4928.641602
	Iteration 59Q: 3 clusters Score -2884269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2884268.250000 Penalty: 4928.641602
	Iteration 60F: 3 clusters Score -2884268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2884270.000000 Penalty: 4928.641602
	Iteration 61Q: 3 clusters Score -2884270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2884274.250000 Penalty: 4928.641602
	Iteration 62Q: 3 clusters Score -2884274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2884277.000000 Penalty: 4928.641602
	Iteration 63Q: 3 clusters Score -2884277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2884276.250000 Penalty: 4928.641602
	Iteration 64Q: 3 clusters Score -2884276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2884274.000000 Penalty: 4928.641602
	Iteration 65Q: 3 clusters Score -2884274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2884274.500000 Penalty: 4928.641602
	Iteration 66Q: 3 clusters Score -2884274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2884271.250000 Penalty: 4928.641602
	Iteration 67Q: 3 clusters Score -2884271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2884274.500000 Penalty: 4928.641602
	Iteration 68Q: 3 clusters Score -2884274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2884272.500000 Penalty: 4928.641602
	Iteration 69Q: 3 clusters Score -2884272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2884276.250000 Penalty: 4928.641602
	Iteration 70Q: 3 clusters Score -2884276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2884274.000000 Penalty: 4928.641602
	Iteration 71Q: 3 clusters Score -2884274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2884276.500000 Penalty: 4928.641602
	Iteration 72Q: 3 clusters Score -2884276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2884270.750000 Penalty: 4928.641602
	Iteration 73Q: 3 clusters Score -2884271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2884281.000000 Penalty: 4928.641602
	Iteration 74Q: 3 clusters Score -2884281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2884274.750000 Penalty: 4928.641602
	Iteration 75Q: 3 clusters Score -2884275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2884283.750000 Penalty: 4928.641602
	Iteration 76Q: 3 clusters Score -2884284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2884288.000000 Penalty: 4928.641602
	Iteration 77Q: 3 clusters Score -2884288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2884282.500000 Penalty: 4928.641602
	Iteration 78Q: 3 clusters Score -2884282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2884284.250000 Penalty: 4928.641602
	Iteration 79Q: 3 clusters Score -2884284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2884287.000000 Penalty: 4928.641602
	Iteration 80F: 3 clusters Score -2884287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2884289.250000 Penalty: 4928.641602
	Iteration 81Q: 3 clusters Score -2884289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2884288.000000 Penalty: 4928.641602
	Iteration 82Q: 3 clusters Score -2884288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2884287.000000 Penalty: 4928.641602
	Iteration 83Q: 3 clusters Score -2884287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2884294.500000 Penalty: 4928.641602
	Iteration 84Q: 3 clusters Score -2884294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2884292.500000 Penalty: 4928.641602
	Iteration 85Q: 3 clusters Score -2884292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2884293.500000 Penalty: 4928.641602
	Iteration 86Q: 3 clusters Score -2884294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2884298.250000 Penalty: 4928.641602
	Iteration 87Q: 3 clusters Score -2884298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2884295.250000 Penalty: 4928.641602
	Iteration 88Q: 3 clusters Score -2884295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2884300.750000 Penalty: 4928.641602
	Iteration 89Q: 3 clusters Score -2884301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2884299.250000 Penalty: 4928.641602
	Iteration 90Q: 3 clusters Score -2884299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2884303.000000 Penalty: 4928.641602
	Iteration 91Q: 3 clusters Score -2884303 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2884308 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2884308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2884313.250000 Penalty: 4928.641602
	Iteration 94Q: 3 clusters Score -2884313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2884312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2884323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2884320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2884317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2884315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2884321.750000 Penalty: 4928.641602
	Iteration 100F: 3 clusters Score -2884322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2884318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2884318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2884322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2884328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2884329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2884338 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2884346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2884359 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2884362 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2884359 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2884359 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2884355.000000 Penalty: 4928.641602
	Iteration 112Q: 3 clusters Score -2884355 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2884369 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2884368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2884381 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2884380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2884387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2884398.250000 Penalty: 4928.641602
	Iteration 118Q: 3 clusters Score -2884398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2884412.000000 Penalty: 4928.641602
	Iteration 119Q: 3 clusters Score -2884412 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2884408 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2884408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2884418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2884417 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2884416 nChanged 27
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Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2884421 nChanged 24
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Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2884427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2884433.750000 Penalty: 4928.641602
	Iteration 127Q: 3 clusters Score -2884434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2884435 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2884436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2884444 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2884450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2884453.750000 Penalty: 4928.641602
	Iteration 132Q: 3 clusters Score -2884454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2884460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2884463 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2884470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2884476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2884466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2884475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2884470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2884470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2884472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2884476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2884473 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2884473 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2884470 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2884474 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2884472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2884468 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2884477 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2884482.750000 Penalty: 4928.641602
	Iteration 150Q: 3 clusters Score -2884483 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2884486.750000 Penalty: 4928.641602
	Iteration 151Q: 3 clusters Score -2884487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2884481.750000 Penalty: 4928.641602
	Iteration 152Q: 3 clusters Score -2884482 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2884488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2884492.000000 Penalty: 4928.641602
	Iteration 154Q: 3 clusters Score -2884492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2884488 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2884488 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2884492 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2884493.750000 Penalty: 4928.641602
	Iteration 158Q: 3 clusters Score -2884494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2884502.000000 Penalty: 4928.641602
	Iteration 159Q: 3 clusters Score -2884502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2884507.750000 Penalty: 4928.641602
	Iteration 160F: 3 clusters Score -2884508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2884505.750000 Penalty: 4928.641602
	Iteration 161Q: 3 clusters Score -2884506 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2884516.000000 Penalty: 4928.641602
	Iteration 162Q: 3 clusters Score -2884516 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2884519.750000 Penalty: 4928.641602
	Iteration 163Q: 3 clusters Score -2884520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2884516.500000 Penalty: 4928.641602
	Iteration 164Q: 3 clusters Score -2884516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2884518.750000 Penalty: 4928.641602
	Iteration 165Q: 3 clusters Score -2884519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2884527.250000 Penalty: 4928.641602
	Iteration 166Q: 3 clusters Score -2884527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2884525.250000 Penalty: 4928.641602
	Iteration 167Q: 3 clusters Score -2884525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2884536.000000 Penalty: 4928.641602
	Iteration 168Q: 3 clusters Score -2884536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2884538.000000 Penalty: 4928.641602
	Iteration 169Q: 3 clusters Score -2884538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2884537.750000 Penalty: 4928.641602
	Iteration 170Q: 3 clusters Score -2884538 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2884538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2884541.250000 Penalty: 4928.641602
	Iteration 172Q: 3 clusters Score -2884541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2884540.000000 Penalty: 4928.641602
	Iteration 173Q: 3 clusters Score -2884540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2884537.750000 Penalty: 4928.641602
	Iteration 174Q: 3 clusters Score -2884538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2884544.250000 Penalty: 4928.641602
	Iteration 175Q: 3 clusters Score -2884544 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2884532.500000 Penalty: 4928.641602
	Iteration 176Q: 3 clusters Score -2884532 nChanged 8
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Mstep: Class 1 contains 7736 members 
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Entering Unmasked Estep 
Score: -2884535.250000 Penalty: 4928.641602
	Iteration 177Q: 3 clusters Score -2884535 nChanged 9
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Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 12950 members 
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	Iteration 178Q: 3 clusters Score -2884535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2884533.250000 Penalty: 4928.641602
	Iteration 179Q: 3 clusters Score -2884533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2884535.750000 Penalty: 4928.641602
	Iteration 180F: 3 clusters Score -2884536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2884536.000000 Penalty: 4928.641602
	Iteration 181Q: 3 clusters Score -2884536 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2884540.000000 Penalty: 4928.641602
	Iteration 182Q: 3 clusters Score -2884540 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
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Entering Unmasked Estep 
Score: -2884537.750000 Penalty: 4928.641602
	Iteration 183Q: 3 clusters Score -2884538 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7696 members 
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Entering Unmasked Estep 
Score: -2884536.500000 Penalty: 4928.641602
	Iteration 184Q: 3 clusters Score -2884536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2884537.000000 Penalty: 4928.641602
	Iteration 185Q: 3 clusters Score -2884537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2884539.000000 Penalty: 4928.641602
	Iteration 186Q: 3 clusters Score -2884539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2884533.500000 Penalty: 4928.641602
	Iteration 187Q: 3 clusters Score -2884534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2884533.500000 Penalty: 4928.641602
	Iteration 188F: 3 clusters Score -2884534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57117 members 
Entering Unmasked Estep 
Score: -7699869.000000 Penalty: 2716.308594
	Iteration 0F: 2 clusters Score -7699869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -7661620.500000 Penalty: 5432.617188
	Iteration 0F: 3 clusters Score -7661620 nChanged 26500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -7676207.000000 Penalty: 5432.617188
	Iteration 1F: 3 clusters Score -7676207 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -7676745.000000 Penalty: 5432.617188
	Iteration 2Q: 3 clusters Score -7676745 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -7677324.500000 Penalty: 5432.617188
	Iteration 3Q: 3 clusters Score -7677324 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -7678018.500000 Penalty: 5432.617188
	Iteration 4Q: 3 clusters Score -7678018 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -7679099.000000 Penalty: 5432.617188
	Iteration 5Q: 3 clusters Score -7679099 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -7680821.500000 Penalty: 5432.617188
	Iteration 6F: 3 clusters Score -7680822 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -7683620.000000 Penalty: 5432.617188
	Iteration 7F: 3 clusters Score -7683620 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -7687541.500000 Penalty: 5432.617188
	Iteration 8F: 3 clusters Score -7687542 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -7691668.000000 Penalty: 5432.617188
	Iteration 9F: 3 clusters Score -7691668 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -7694800.000000 Penalty: 5432.617188
	Iteration 10F: 3 clusters Score -7694800 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 55569 members 
Entering Unmasked Estep 
Score: -7696425.000000 Penalty: 5432.617188
	Iteration 11Q: 3 clusters Score -7696425 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 56283 members 
Entering Unmasked Estep 
Score: -7697085.500000 Penalty: 5432.617188
	Iteration 12Q: 3 clusters Score -7697086 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -7697351.500000 Penalty: 5432.617188
	Iteration 13Q: 3 clusters Score -7697352 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 56681 members 
Entering Unmasked Estep 
Score: -7697460.000000 Penalty: 5432.617188
	Iteration 14Q: 3 clusters Score -7697460 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -7697516.000000 Penalty: 5432.617188
	Iteration 15Q: 3 clusters Score -7697516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -7697542.000000 Penalty: 5432.617188
	Iteration 16Q: 3 clusters Score -7697542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 56766 members 
Entering Unmasked Estep 
Score: -7697566.000000 Penalty: 5432.617188
	Iteration 17Q: 3 clusters Score -7697566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -7697574.000000 Penalty: 5432.617188
	Iteration 18Q: 3 clusters Score -7697574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 56782 members 
Entering Unmasked Estep 
Score: -7697601.000000 Penalty: 5432.617188
	Iteration 19Q: 3 clusters Score -7697601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 56791 members 
Entering Unmasked Estep 
Score: -7697607.500000 Penalty: 5432.617188
	Iteration 20F: 3 clusters Score -7697608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 56795 members 
Entering Unmasked Estep 
Score: -7697616.000000 Penalty: 5432.617188
	Iteration 21Q: 3 clusters Score -7697616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 56803 members 
Entering Unmasked Estep 
Score: -7697629.000000 Penalty: 5432.617188
	Iteration 22Q: 3 clusters Score -7697629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 56807 members 
Entering Unmasked Estep 
Score: -7697631.000000 Penalty: 5432.617188
	Iteration 23Q: 3 clusters Score -7697631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 56811 members 
Entering Unmasked Estep 
Score: -7697638.500000 Penalty: 5432.617188
	Iteration 24Q: 3 clusters Score -7697638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 56814 members 
Entering Unmasked Estep 
Score: -7697650.000000 Penalty: 5432.617188
	Iteration 25Q: 3 clusters Score -7697650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -7697652.000000 Penalty: 5432.617188
	Iteration 26Q: 3 clusters Score -7697652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -7697654.500000 Penalty: 5432.617188
	Iteration 27Q: 3 clusters Score -7697654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -7697649.500000 Penalty: 5432.617188
	Iteration 28Q: 3 clusters Score -7697650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -7697649.500000 Penalty: 5432.617188
	Iteration 29F: 3 clusters Score -7697650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Entering Unmasked Estep 
Score: -887236.250000 Penalty: 2182.091553
	Iteration 0F: 2 clusters Score -887236.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -881691.500000 Penalty: 4364.183105
	Iteration 0F: 3 clusters Score -881691.5 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -883138.312500 Penalty: 4364.183105
	Iteration 1F: 3 clusters Score -883138.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -883353.750000 Penalty: 4364.183105
	Iteration 2F: 3 clusters Score -883353.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -883502.500000 Penalty: 4364.183105
	Iteration 3Q: 3 clusters Score -883502.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -883613.250000 Penalty: 4364.183105
	Iteration 4Q: 3 clusters Score -883613.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -883702.125000 Penalty: 4364.183105
	Iteration 5Q: 3 clusters Score -883702.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -883767.187500 Penalty: 4364.183105
	Iteration 6Q: 3 clusters Score -883767.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -883828.750000 Penalty: 4364.183105
	Iteration 7Q: 3 clusters Score -883828.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -883874.937500 Penalty: 4364.183105
	Iteration 8Q: 3 clusters Score -883874.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -883919.500000 Penalty: 4364.183105
	Iteration 9Q: 3 clusters Score -883919.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -883952.937500 Penalty: 4364.183105
	Iteration 10Q: 3 clusters Score -883952.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -883982.812500 Penalty: 4364.183105
	Iteration 11Q: 3 clusters Score -883982.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -884011.875000 Penalty: 4364.183105
	Iteration 12Q: 3 clusters Score -884011.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -884049.250000 Penalty: 4364.183105
	Iteration 13Q: 3 clusters Score -884049.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -884084.812500 Penalty: 4364.183105
	Iteration 14Q: 3 clusters Score -884084.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -884125.125000 Penalty: 4364.183105
	Iteration 15Q: 3 clusters Score -884125.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -884179.500000 Penalty: 4364.183105
	Iteration 16Q: 3 clusters Score -884179.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -884226.750000 Penalty: 4364.183105
	Iteration 17Q: 3 clusters Score -884226.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -884278.562500 Penalty: 4364.183105
	Iteration 18Q: 3 clusters Score -884278.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -884332.562500 Penalty: 4364.183105
	Iteration 19Q: 3 clusters Score -884332.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -884382.875000 Penalty: 4364.183105
	Iteration 20F: 3 clusters Score -884382.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -884453.187500 Penalty: 4364.183105
	Iteration 21Q: 3 clusters Score -884453.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -884533.375000 Penalty: 4364.183105
	Iteration 22Q: 3 clusters Score -884533.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -884620.000000 Penalty: 4364.183105
	Iteration 23Q: 3 clusters Score -884620 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -884712.250000 Penalty: 4364.183105
	Iteration 24Q: 3 clusters Score -884712.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -884795.125000 Penalty: 4364.183105
	Iteration 25Q: 3 clusters Score -884795.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -884886.312500 Penalty: 4364.183105
	Iteration 26Q: 3 clusters Score -884886.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -884981.125000 Penalty: 4364.183105
	Iteration 27Q: 3 clusters Score -884981.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -885061.562500 Penalty: 4364.183105
	Iteration 28Q: 3 clusters Score -885061.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -885124.937500 Penalty: 4364.183105
	Iteration 29Q: 3 clusters Score -885124.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -885177.812500 Penalty: 4364.183105
	Iteration 30Q: 3 clusters Score -885177.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -885208.062500 Penalty: 4364.183105
	Iteration 31Q: 3 clusters Score -885208.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -885240.500000 Penalty: 4364.183105
	Iteration 32Q: 3 clusters Score -885240.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -885262.312500 Penalty: 4364.183105
	Iteration 33Q: 3 clusters Score -885262.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -885273.500000 Penalty: 4364.183105
	Iteration 34Q: 3 clusters Score -885273.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -885280.937500 Penalty: 4364.183105
	Iteration 35Q: 3 clusters Score -885280.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -885285.000000 Penalty: 4364.183105
	Iteration 36Q: 3 clusters Score -885285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -885290.437500 Penalty: 4364.183105
	Iteration 37Q: 3 clusters Score -885290.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -885292.062500 Penalty: 4364.183105
	Iteration 38Q: 3 clusters Score -885292.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -885296.250000 Penalty: 4364.183105
	Iteration 39Q: 3 clusters Score -885296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -885299.187500 Penalty: 4364.183105
	Iteration 40F: 3 clusters Score -885299.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Entering Unmasked Estep 
Score: -1746121.125000 Penalty: 2354.627441
	Iteration 0F: 2 clusters Score -1746121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1736343.875000 Penalty: 4709.254883
	Iteration 0F: 3 clusters Score -1736344 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1739473.750000 Penalty: 4709.254883
	Iteration 1F: 3 clusters Score -1739474 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1739863.250000 Penalty: 4709.254883
	Iteration 2F: 3 clusters Score -1739863 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1740192.875000 Penalty: 4709.254883
	Iteration 3F: 3 clusters Score -1740193 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1740483.625000 Penalty: 4709.254883
	Iteration 4Q: 3 clusters Score -1740484 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1740749.625000 Penalty: 4709.254883
	Iteration 5Q: 3 clusters Score -1740750 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1740992.750000 Penalty: 4709.254883
	Iteration 6Q: 3 clusters Score -1740993 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1741279.375000 Penalty: 4709.254883
	Iteration 7Q: 3 clusters Score -1741279 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1741628.875000 Penalty: 4709.254883
	Iteration 8Q: 3 clusters Score -1741629 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1742014.250000 Penalty: 4709.254883
	Iteration 9Q: 3 clusters Score -1742014 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1742404.000000 Penalty: 4709.254883
	Iteration 10Q: 3 clusters Score -1742404 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1742789.750000 Penalty: 4709.254883
	Iteration 11Q: 3 clusters Score -1742790 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1743143.500000 Penalty: 4709.254883
	Iteration 12Q: 3 clusters Score -1743144 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1743392.375000 Penalty: 4709.254883
	Iteration 13Q: 3 clusters Score -1743392 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1743573.000000 Penalty: 4709.254883
	Iteration 14Q: 3 clusters Score -1743573 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1743687.500000 Penalty: 4709.254883
	Iteration 15Q: 3 clusters Score -1743688 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1743782.375000 Penalty: 4709.254883
	Iteration 16Q: 3 clusters Score -1743782 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1743849.375000 Penalty: 4709.254883
	Iteration 17Q: 3 clusters Score -1743849 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1743910.250000 Penalty: 4709.254883
	Iteration 18Q: 3 clusters Score -1743910 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1743956.875000 Penalty: 4709.254883
	Iteration 19Q: 3 clusters Score -1743957 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1743997.750000 Penalty: 4709.254883
	Iteration 20F: 3 clusters Score -1743998 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1744030.000000 Penalty: 4709.254883
	Iteration 21Q: 3 clusters Score -1744030 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1744046.500000 Penalty: 4709.254883
	Iteration 22Q: 3 clusters Score -1744046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1744054.500000 Penalty: 4709.254883
	Iteration 23Q: 3 clusters Score -1744054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1744067.375000 Penalty: 4709.254883
	Iteration 24Q: 3 clusters Score -1744067 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1744075.250000 Penalty: 4709.254883
	Iteration 25Q: 3 clusters Score -1744075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1744088.375000 Penalty: 4709.254883
	Iteration 26Q: 3 clusters Score -1744088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1744099.000000 Penalty: 4709.254883
	Iteration 27Q: 3 clusters Score -1744099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1744101.750000 Penalty: 4709.254883
	Iteration 28Q: 3 clusters Score -1744102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1744108.250000 Penalty: 4709.254883
	Iteration 29Q: 3 clusters Score -1744108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1744113.500000 Penalty: 4709.254883
	Iteration 30Q: 3 clusters Score -1744114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1744116.375000 Penalty: 4709.254883
	Iteration 31Q: 3 clusters Score -1744116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1744117.750000 Penalty: 4709.254883
	Iteration 32Q: 3 clusters Score -1744118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1744118.500000 Penalty: 4709.254883
	Iteration 33Q: 3 clusters Score -1744118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1744121.250000 Penalty: 4709.254883
	Iteration 34Q: 3 clusters Score -1744121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1744122.500000 Penalty: 4709.254883
	Iteration 35Q: 3 clusters Score -1744122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1744126.750000 Penalty: 4709.254883
	Iteration 36Q: 3 clusters Score -1744127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1744127.875000 Penalty: 4709.254883
	Iteration 37Q: 3 clusters Score -1744128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1744128.625000 Penalty: 4709.254883
	Iteration 38Q: 3 clusters Score -1744129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1744128.000000 Penalty: 4709.254883
	Iteration 39Q: 3 clusters Score -1744128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1744130.625000 Penalty: 4709.254883
	Iteration 40F: 3 clusters Score -1744131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1744132.500000 Penalty: 4709.254883
	Iteration 41Q: 3 clusters Score -1744132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1744130.000000 Penalty: 4709.254883
	Iteration 42Q: 3 clusters Score -1744130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1744131.250000 Penalty: 4709.254883
	Iteration 43Q: 3 clusters Score -1744131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1744133.625000 Penalty: 4709.254883
	Iteration 44Q: 3 clusters Score -1744134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1744137.750000 Penalty: 4709.254883
	Iteration 45Q: 3 clusters Score -1744138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1744136.375000 Penalty: 4709.254883
	Iteration 46Q: 3 clusters Score -1744136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1744136.125000 Penalty: 4709.254883
	Iteration 47Q: 3 clusters Score -1744136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1744136.125000 Penalty: 4709.254883
	Iteration 48F: 3 clusters Score -1744136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (201356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201356 members 
Entering Unmasked Estep 
Score: -27611628.000000 Penalty: 3028.781738
	Iteration 0F: 2 clusters Score -2.761163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100786 members 
Mstep: Class 2 contains 100570 members 
Entering Unmasked Estep 
Score: -27480770.000000 Penalty: 6057.563477
	Iteration 0F: 3 clusters Score -2.748077e+07 nChanged 96637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102799 members 
Mstep: Class 2 contains 98557 members 
Entering Unmasked Estep 
Score: -27538480.000000 Penalty: 6057.563477
	Iteration 1F: 3 clusters Score -2.753848e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104956 members 
Mstep: Class 2 contains 96400 members 
Entering Unmasked Estep 
Score: -27540488.000000 Penalty: 6057.563477
	Iteration 2Q: 3 clusters Score -2.754049e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108364 members 
Mstep: Class 2 contains 92992 members 
Entering Unmasked Estep 
Score: -27543390.000000 Penalty: 6057.563477
	Iteration 3Q: 3 clusters Score -2.754339e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113649 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -27548376.000000 Penalty: 6057.563477
	Iteration 4Q: 3 clusters Score -2.754838e+07 nChanged 12827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121488 members 
Mstep: Class 2 contains 79868 members 
Entering Unmasked Estep 
Score: -27556342.000000 Penalty: 6057.563477
	Iteration 5F: 3 clusters Score -2.755634e+07 nChanged 15173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131743 members 
Mstep: Class 2 contains 69613 members 
Entering Unmasked Estep 
Score: -27568304.000000 Penalty: 6057.563477
	Iteration 6F: 3 clusters Score -2.75683e+07 nChanged 15516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142181 members 
Mstep: Class 2 contains 59175 members 
Entering Unmasked Estep 
Score: -27582412.000000 Penalty: 6057.563477
	Iteration 7F: 3 clusters Score -2.758241e+07 nChanged 12839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149984 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -27593746.000000 Penalty: 6057.563477
	Iteration 8F: 3 clusters Score -2.759375e+07 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155189 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -27599380.000000 Penalty: 6057.563477
	Iteration 9Q: 3 clusters Score -2.759938e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159284 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -27601686.000000 Penalty: 6057.563477
	Iteration 10Q: 3 clusters Score -2.760169e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163169 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -27602950.000000 Penalty: 6057.563477
	Iteration 11Q: 3 clusters Score -2.760295e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166994 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -27604264.000000 Penalty: 6057.563477
	Iteration 12Q: 3 clusters Score -2.760426e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170723 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -27605408.000000 Penalty: 6057.563477
	Iteration 13Q: 3 clusters Score -2.760541e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174432 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -27606414.000000 Penalty: 6057.563477
	Iteration 14Q: 3 clusters Score -2.760641e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178060 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -27607016.000000 Penalty: 6057.563477
	Iteration 15Q: 3 clusters Score -2.760702e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181431 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -27607868.000000 Penalty: 6057.563477
	Iteration 16Q: 3 clusters Score -2.760787e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184661 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -27608558.000000 Penalty: 6057.563477
	Iteration 17Q: 3 clusters Score -2.760856e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187558 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -27609158.000000 Penalty: 6057.563477
	Iteration 18Q: 3 clusters Score -2.760916e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190123 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -27609754.000000 Penalty: 6057.563477
	Iteration 19Q: 3 clusters Score -2.760975e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192223 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -27610060.000000 Penalty: 6057.563477
	Iteration 20F: 3 clusters Score -2.761006e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193924 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -27610270.000000 Penalty: 6057.563477
	Iteration 21Q: 3 clusters Score -2.761027e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195267 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -27610506.000000 Penalty: 6057.563477
	Iteration 22Q: 3 clusters Score -2.761051e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196326 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -27610542.000000 Penalty: 6057.563477
	Iteration 23Q: 3 clusters Score -2.761054e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197146 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -27610574.000000 Penalty: 6057.563477
	Iteration 24Q: 3 clusters Score -2.761057e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197777 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -27610466.000000 Penalty: 6057.563477
	Iteration 25Q: 3 clusters Score -2.761047e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198236 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -27610396.000000 Penalty: 6057.563477
	Iteration 26Q: 3 clusters Score -2.76104e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198606 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -27610352.000000 Penalty: 6057.563477
	Iteration 27Q: 3 clusters Score -2.761035e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198896 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -27610360.000000 Penalty: 6057.563477
	Iteration 28Q: 3 clusters Score -2.761036e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199097 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -27610264.000000 Penalty: 6057.563477
	Iteration 29Q: 3 clusters Score -2.761026e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199263 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -27610204.000000 Penalty: 6057.563477
	Iteration 30Q: 3 clusters Score -2.76102e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199392 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -27610182.000000 Penalty: 6057.563477
	Iteration 31Q: 3 clusters Score -2.761018e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199491 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -27610198.000000 Penalty: 6057.563477
	Iteration 32Q: 3 clusters Score -2.76102e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199575 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -27610152.000000 Penalty: 6057.563477
	Iteration 33Q: 3 clusters Score -2.761015e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199654 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -27610164.000000 Penalty: 6057.563477
	Iteration 34Q: 3 clusters Score -2.761016e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199713 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -27610158.000000 Penalty: 6057.563477
	Iteration 35Q: 3 clusters Score -2.761016e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199760 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -27610116.000000 Penalty: 6057.563477
	Iteration 36Q: 3 clusters Score -2.761012e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199790 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -27610112.000000 Penalty: 6057.563477
	Iteration 37Q: 3 clusters Score -2.761011e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199828 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -27610110.000000 Penalty: 6057.563477
	Iteration 38Q: 3 clusters Score -2.761011e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199861 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -27610124.000000 Penalty: 6057.563477
	Iteration 39Q: 3 clusters Score -2.761012e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199893 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -27610108.000000 Penalty: 6057.563477
	Iteration 40F: 3 clusters Score -2.761011e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199917 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -27610106.000000 Penalty: 6057.563477
	Iteration 41Q: 3 clusters Score -2.761011e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199937 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -27610112.000000 Penalty: 6057.563477
	Iteration 42Q: 3 clusters Score -2.761011e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199962 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -27610118.000000 Penalty: 6057.563477
	Iteration 43Q: 3 clusters Score -2.761012e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199983 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -27610112.000000 Penalty: 6057.563477
	Iteration 44Q: 3 clusters Score -2.761011e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200000 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -27610112.000000 Penalty: 6057.563477
	Iteration 45Q: 3 clusters Score -2.761011e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200022 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -27610106.000000 Penalty: 6057.563477
	Iteration 46Q: 3 clusters Score -2.761011e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200039 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -27610110.000000 Penalty: 6057.563477
	Iteration 47Q: 3 clusters Score -2.761011e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200048 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -27610110.000000 Penalty: 6057.563477
	Iteration 48Q: 3 clusters Score -2.761011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200056 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -27610112.000000 Penalty: 6057.563477
	Iteration 49Q: 3 clusters Score -2.761011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200070 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -27610116.000000 Penalty: 6057.563477
	Iteration 50Q: 3 clusters Score -2.761012e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200084 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -27610114.000000 Penalty: 6057.563477
	Iteration 51Q: 3 clusters Score -2.761011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200089 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -27610104.000000 Penalty: 6057.563477
	Iteration 52Q: 3 clusters Score -2.76101e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200089 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -27610104.000000 Penalty: 6057.563477
	Iteration 53F: 3 clusters Score -2.76101e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (66948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66948 members 
Entering Unmasked Estep 
Score: -9247930.000000 Penalty: 2755.694580
	Iteration 0F: 2 clusters Score -9247930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -9203033.000000 Penalty: 5511.389160
	Iteration 0F: 3 clusters Score -9203033 nChanged 31208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -9220437.000000 Penalty: 5511.389160
	Iteration 1F: 3 clusters Score -9220437 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -9220952.000000 Penalty: 5511.389160
	Iteration 2Q: 3 clusters Score -9220952 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -9221377.000000 Penalty: 5511.389160
	Iteration 3Q: 3 clusters Score -9221377 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -9221754.000000 Penalty: 5511.389160
	Iteration 4Q: 3 clusters Score -9221754 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -9222173.000000 Penalty: 5511.389160
	Iteration 5Q: 3 clusters Score -9222173 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -9222599.000000 Penalty: 5511.389160
	Iteration 6Q: 3 clusters Score -9222599 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -9223103.000000 Penalty: 5511.389160
	Iteration 7Q: 3 clusters Score -9223103 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -9223704.000000 Penalty: 5511.389160
	Iteration 8Q: 3 clusters Score -9223704 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -9224671.000000 Penalty: 5511.389160
	Iteration 9Q: 3 clusters Score -9224671 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -9226056.000000 Penalty: 5511.389160
	Iteration 10Q: 3 clusters Score -9226056 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -9228204.000000 Penalty: 5511.389160
	Iteration 11F: 3 clusters Score -9228204 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -9231184.000000 Penalty: 5511.389160
	Iteration 12F: 3 clusters Score -9231184 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -9234594.000000 Penalty: 5511.389160
	Iteration 13F: 3 clusters Score -9234594 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 54139 members 
Entering Unmasked Estep 
Score: -9237838.000000 Penalty: 5511.389160
	Iteration 14F: 3 clusters Score -9237838 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -9240255.000000 Penalty: 5511.389160
	Iteration 15Q: 3 clusters Score -9240255 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 57944 members 
Entering Unmasked Estep 
Score: -9241692.000000 Penalty: 5511.389160
	Iteration 16Q: 3 clusters Score -9241692 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -9242670.000000 Penalty: 5511.389160
	Iteration 17Q: 3 clusters Score -9242670 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -9243282.000000 Penalty: 5511.389160
	Iteration 18Q: 3 clusters Score -9243282 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
Score: -9243708.000000 Penalty: 5511.389160
	Iteration 19Q: 3 clusters Score -9243708 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 61196 members 
Entering Unmasked Estep 
Score: -9244043.000000 Penalty: 5511.389160
	Iteration 20F: 3 clusters Score -9244043 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 61732 members 
Entering Unmasked Estep 
Score: -9244321.000000 Penalty: 5511.389160
	Iteration 21Q: 3 clusters Score -9244321 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 62192 members 
Entering Unmasked Estep 
Score: -9244559.000000 Penalty: 5511.389160
	Iteration 22Q: 3 clusters Score -9244559 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -9244717.000000 Penalty: 5511.389160
	Iteration 23Q: 3 clusters Score -9244717 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 62910 members 
Entering Unmasked Estep 
Score: -9244834.000000 Penalty: 5511.389160
	Iteration 24Q: 3 clusters Score -9244834 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 63186 members 
Entering Unmasked Estep 
Score: -9244966.000000 Penalty: 5511.389160
	Iteration 25Q: 3 clusters Score -9244966 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 63433 members 
Entering Unmasked Estep 
Score: -9245067.000000 Penalty: 5511.389160
	Iteration 26Q: 3 clusters Score -9245067 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 63646 members 
Entering Unmasked Estep 
Score: -9245130.000000 Penalty: 5511.389160
	Iteration 27Q: 3 clusters Score -9245130 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -9245162.000000 Penalty: 5511.389160
	Iteration 28Q: 3 clusters Score -9245162 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -9245226.000000 Penalty: 5511.389160
	Iteration 29Q: 3 clusters Score -9245226 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 64068 members 
Entering Unmasked Estep 
Score: -9245232.000000 Penalty: 5511.389160
	Iteration 30Q: 3 clusters Score -9245232 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 64174 members 
Entering Unmasked Estep 
Score: -9245276.000000 Penalty: 5511.389160
	Iteration 31Q: 3 clusters Score -9245276 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 64290 members 
Entering Unmasked Estep 
Score: -9245325.000000 Penalty: 5511.389160
	Iteration 32Q: 3 clusters Score -9245325 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 64399 members 
Entering Unmasked Estep 
Score: -9245369.000000 Penalty: 5511.389160
	Iteration 33Q: 3 clusters Score -9245369 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 64498 members 
Entering Unmasked Estep 
Score: -9245388.000000 Penalty: 5511.389160
	Iteration 34Q: 3 clusters Score -9245388 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -9245416.000000 Penalty: 5511.389160
	Iteration 35Q: 3 clusters Score -9245416 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -9245431.000000 Penalty: 5511.389160
	Iteration 36Q: 3 clusters Score -9245431 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 64716 members 
Entering Unmasked Estep 
Score: -9245436.000000 Penalty: 5511.389160
	Iteration 37Q: 3 clusters Score -9245436 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 64762 members 
Entering Unmasked Estep 
Score: -9245457.000000 Penalty: 5511.389160
	Iteration 38Q: 3 clusters Score -9245457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 64797 members 
Entering Unmasked Estep 
Score: -9245454.000000 Penalty: 5511.389160
	Iteration 39Q: 3 clusters Score -9245454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 64830 members 
Entering Unmasked Estep 
Score: -9245478.000000 Penalty: 5511.389160
	Iteration 40F: 3 clusters Score -9245478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -9245493.000000 Penalty: 5511.389160
	Iteration 41Q: 3 clusters Score -9245493 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 64912 members 
Entering Unmasked Estep 
Score: -9245498.000000 Penalty: 5511.389160
	Iteration 42Q: 3 clusters Score -9245498 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 64954 members 
Entering Unmasked Estep 
Score: -9245502.000000 Penalty: 5511.389160
	Iteration 43Q: 3 clusters Score -9245502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 64992 members 
Entering Unmasked Estep 
Score: -9245520.000000 Penalty: 5511.389160
	Iteration 44Q: 3 clusters Score -9245520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 65028 members 
Entering Unmasked Estep 
Score: -9245529.000000 Penalty: 5511.389160
	Iteration 45Q: 3 clusters Score -9245529 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 65057 members 
Entering Unmasked Estep 
Score: -9245534.000000 Penalty: 5511.389160
	Iteration 46Q: 3 clusters Score -9245534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 65087 members 
Entering Unmasked Estep 
Score: -9245551.000000 Penalty: 5511.389160
	Iteration 47Q: 3 clusters Score -9245551 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 65115 members 
Entering Unmasked Estep 
Score: -9245574.000000 Penalty: 5511.389160
	Iteration 48Q: 3 clusters Score -9245574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 65141 members 
Entering Unmasked Estep 
Score: -9245568.000000 Penalty: 5511.389160
	Iteration 49Q: 3 clusters Score -9245568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 65164 members 
Entering Unmasked Estep 
Score: -9245587.000000 Penalty: 5511.389160
	Iteration 50Q: 3 clusters Score -9245587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 65177 members 
Entering Unmasked Estep 
Score: -9245590.000000 Penalty: 5511.389160
	Iteration 51Q: 3 clusters Score -9245590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 65188 members 
Entering Unmasked Estep 
Score: -9245596.000000 Penalty: 5511.389160
	Iteration 52Q: 3 clusters Score -9245596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 65198 members 
Entering Unmasked Estep 
Score: -9245588.000000 Penalty: 5511.389160
	Iteration 53Q: 3 clusters Score -9245588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 65207 members 
Entering Unmasked Estep 
Score: -9245591.000000 Penalty: 5511.389160
	Iteration 54Q: 3 clusters Score -9245591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 65216 members 
Entering Unmasked Estep 
Score: -9245598.000000 Penalty: 5511.389160
	Iteration 55Q: 3 clusters Score -9245598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 65225 members 
Entering Unmasked Estep 
Score: -9245608.000000 Penalty: 5511.389160
	Iteration 56Q: 3 clusters Score -9245608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 65230 members 
Entering Unmasked Estep 
Score: -9245609.000000 Penalty: 5511.389160
	Iteration 57Q: 3 clusters Score -9245609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 65230 members 
Entering Unmasked Estep 
Score: -9245609.000000 Penalty: 5511.389160
	Iteration 58Q: 3 clusters Score -9245609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -9245612.000000 Penalty: 5511.389160
	Iteration 59Q: 3 clusters Score -9245612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -9245612.000000 Penalty: 5511.389160
	Iteration 60F: 3 clusters Score -9245612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Entering Unmasked Estep 
Score: -287899.312500 Penalty: 1907.870361
	Iteration 0F: 2 clusters Score -287899.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -285177.781250 Penalty: 3815.740723
	Iteration 0F: 3 clusters Score -285177.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -285751.656250 Penalty: 3815.740723
	Iteration 1F: 3 clusters Score -285751.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -285977.656250 Penalty: 3815.740723
	Iteration 2F: 3 clusters Score -285977.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -286116.312500 Penalty: 3815.740723
	Iteration 3F: 3 clusters Score -286116.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -286206.281250 Penalty: 3815.740723
	Iteration 4Q: 3 clusters Score -286206.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -286269.406250 Penalty: 3815.740723
	Iteration 5Q: 3 clusters Score -286269.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -286313.812500 Penalty: 3815.740723
	Iteration 6Q: 3 clusters Score -286313.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -286344.187500 Penalty: 3815.740723
	Iteration 7Q: 3 clusters Score -286344.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -286378.718750 Penalty: 3815.740723
	Iteration 8Q: 3 clusters Score -286378.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -286409.625000 Penalty: 3815.740723
	Iteration 9Q: 3 clusters Score -286409.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -286424.875000 Penalty: 3815.740723
	Iteration 10Q: 3 clusters Score -286424.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -286435.968750 Penalty: 3815.740723
	Iteration 11Q: 3 clusters Score -286436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -286445.093750 Penalty: 3815.740723
	Iteration 12Q: 3 clusters Score -286445.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -286454.781250 Penalty: 3815.740723
	Iteration 13Q: 3 clusters Score -286454.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -286460.406250 Penalty: 3815.740723
	Iteration 14Q: 3 clusters Score -286460.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -286467.687500 Penalty: 3815.740723
	Iteration 15Q: 3 clusters Score -286467.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -286472.531250 Penalty: 3815.740723
	Iteration 16Q: 3 clusters Score -286472.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -286473.312500 Penalty: 3815.740723
	Iteration 17Q: 3 clusters Score -286473.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -286475.250000 Penalty: 3815.740723
	Iteration 18Q: 3 clusters Score -286475.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -286477.218750 Penalty: 3815.740723
	Iteration 19Q: 3 clusters Score -286477.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -286478.500000 Penalty: 3815.740723
	Iteration 20F: 3 clusters Score -286478.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -286484.625000 Penalty: 3815.740723
	Iteration 21Q: 3 clusters Score -286484.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -286486.750000 Penalty: 3815.740723
	Iteration 22Q: 3 clusters Score -286486.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -286488.718750 Penalty: 3815.740723
	Iteration 23Q: 3 clusters Score -286488.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -286490.500000 Penalty: 3815.740723
	Iteration 24Q: 3 clusters Score -286490.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -286491.281250 Penalty: 3815.740723
	Iteration 25Q: 3 clusters Score -286491.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -286492.093750 Penalty: 3815.740723
	Iteration 26Q: 3 clusters Score -286492.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -286492.531250 Penalty: 3815.740723
	Iteration 27Q: 3 clusters Score -286492.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -286492.531250 Penalty: 3815.740723
	Iteration 28F: 3 clusters Score -286492.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Entering Unmasked Estep 
Score: -5127216.500000 Penalty: 2607.435059
	Iteration 0F: 2 clusters Score -5127216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -5102038.500000 Penalty: 5214.870117
	Iteration 0F: 3 clusters Score -5102038 nChanged 16780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -5111253.500000 Penalty: 5214.870117
	Iteration 1F: 3 clusters Score -5111254 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -5111881.500000 Penalty: 5214.870117
	Iteration 2Q: 3 clusters Score -5111882 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -5112418.500000 Penalty: 5214.870117
	Iteration 3Q: 3 clusters Score -5112418 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -5113027.000000 Penalty: 5214.870117
	Iteration 4Q: 3 clusters Score -5113027 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -5113716.000000 Penalty: 5214.870117
	Iteration 5Q: 3 clusters Score -5113716 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -5114575.500000 Penalty: 5214.870117
	Iteration 6Q: 3 clusters Score -5114576 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -5115593.500000 Penalty: 5214.870117
	Iteration 7Q: 3 clusters Score -5115594 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -5116742.000000 Penalty: 5214.870117
	Iteration 8F: 3 clusters Score -5116742 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -5118071.500000 Penalty: 5214.870117
	Iteration 9F: 3 clusters Score -5118072 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -5119671.000000 Penalty: 5214.870117
	Iteration 10F: 3 clusters Score -5119671 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -5121285.500000 Penalty: 5214.870117
	Iteration 11F: 3 clusters Score -5121286 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -5122552.500000 Penalty: 5214.870117
	Iteration 12Q: 3 clusters Score -5122552 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -5123453.500000 Penalty: 5214.870117
	Iteration 13Q: 3 clusters Score -5123454 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -5124032.500000 Penalty: 5214.870117
	Iteration 14Q: 3 clusters Score -5124032 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -5124365.000000 Penalty: 5214.870117
	Iteration 15Q: 3 clusters Score -5124365 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -5124589.500000 Penalty: 5214.870117
	Iteration 16Q: 3 clusters Score -5124590 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -5124710.500000 Penalty: 5214.870117
	Iteration 17Q: 3 clusters Score -5124710 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -5124784.000000 Penalty: 5214.870117
	Iteration 18Q: 3 clusters Score -5124784 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -5124838.500000 Penalty: 5214.870117
	Iteration 19Q: 3 clusters Score -5124838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -5124876.000000 Penalty: 5214.870117
	Iteration 20F: 3 clusters Score -5124876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -5124901.500000 Penalty: 5214.870117
	Iteration 21Q: 3 clusters Score -5124902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -5124926.000000 Penalty: 5214.870117
	Iteration 22Q: 3 clusters Score -5124926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -5124944.000000 Penalty: 5214.870117
	Iteration 23Q: 3 clusters Score -5124944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -5124942.500000 Penalty: 5214.870117
	Iteration 24Q: 3 clusters Score -5124942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -5124960.000000 Penalty: 5214.870117
	Iteration 25Q: 3 clusters Score -5124960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -5124970.000000 Penalty: 5214.870117
	Iteration 26Q: 3 clusters Score -5124970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -5124984.000000 Penalty: 5214.870117
	Iteration 27Q: 3 clusters Score -5124984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -5124992.000000 Penalty: 5214.870117
	Iteration 28Q: 3 clusters Score -5124992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -5124991.500000 Penalty: 5214.870117
	Iteration 29Q: 3 clusters Score -5124992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -5124990.500000 Penalty: 5214.870117
	Iteration 30Q: 3 clusters Score -5124990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -5124990.000000 Penalty: 5214.870117
	Iteration 31Q: 3 clusters Score -5124990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -5124990.000000 Penalty: 5214.870117
	Iteration 32F: 3 clusters Score -5124990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Entering Unmasked Estep 
Score: -129102.445312 Penalty: 1713.371216
	Iteration 0F: 2 clusters Score -129102.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -127159.414062 Penalty: 3426.742432
	Iteration 0F: 3 clusters Score -127159.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -127465.875000 Penalty: 3426.742432
	Iteration 1F: 3 clusters Score -127465.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -127569.117188 Penalty: 3426.742432
	Iteration 2F: 3 clusters Score -127569.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -127654.031250 Penalty: 3426.742432
	Iteration 3Q: 3 clusters Score -127654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -127711.562500 Penalty: 3426.742432
	Iteration 4Q: 3 clusters Score -127711.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -127759.718750 Penalty: 3426.742432
	Iteration 5Q: 3 clusters Score -127759.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -127816.218750 Penalty: 3426.742432
	Iteration 6Q: 3 clusters Score -127816.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -127879.304688 Penalty: 3426.742432
	Iteration 7Q: 3 clusters Score -127879.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -127964.023438 Penalty: 3426.742432
	Iteration 8Q: 3 clusters Score -127964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -128059.679688 Penalty: 3426.742432
	Iteration 9Q: 3 clusters Score -128059.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -128194.359375 Penalty: 3426.742432
	Iteration 10Q: 3 clusters Score -128194.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -128318.796875 Penalty: 3426.742432
	Iteration 11Q: 3 clusters Score -128318.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -128474.984375 Penalty: 3426.742432
	Iteration 12Q: 3 clusters Score -128475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -128590.484375 Penalty: 3426.742432
	Iteration 13Q: 3 clusters Score -128590.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -128767.359375 Penalty: 3426.742432
	Iteration 14Q: 3 clusters Score -128767.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -128842.632812 Penalty: 3426.742432
	Iteration 15Q: 3 clusters Score -128842.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -128856.664062 Penalty: 3426.742432
	Iteration 16Q: 3 clusters Score -128856.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -128857.585938 Penalty: 3426.742432
	Iteration 17Q: 3 clusters Score -128857.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -128858.843750 Penalty: 3426.742432
	Iteration 18Q: 3 clusters Score -128858.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -128861.148438 Penalty: 3426.742432
	Iteration 19F: 3 clusters Score -128861.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -128864.007812 Penalty: 3426.742432
	Iteration 20F: 3 clusters Score -128864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -128867.929688 Penalty: 3426.742432
	Iteration 21Q: 3 clusters Score -128867.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -128867.929688 Penalty: 3426.742432
	Iteration 22F: 3 clusters Score -128867.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Entering Unmasked Estep 
Score: -200846.890625 Penalty: 1827.661011
	Iteration 0F: 2 clusters Score -200846.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -198500.671875 Penalty: 3655.322021
	Iteration 0F: 3 clusters Score -198500.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -199045.968750 Penalty: 3655.322021
	Iteration 1F: 3 clusters Score -199046 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -199414.796875 Penalty: 3655.322021
	Iteration 2F: 3 clusters Score -199414.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -199592.000000 Penalty: 3655.322021
	Iteration 3F: 3 clusters Score -199592 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -199711.000000 Penalty: 3655.322021
	Iteration 4Q: 3 clusters Score -199711 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -199865.312500 Penalty: 3655.322021
	Iteration 5Q: 3 clusters Score -199865.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -200023.281250 Penalty: 3655.322021
	Iteration 6F: 3 clusters Score -200023.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -200175.656250 Penalty: 3655.322021
	Iteration 7Q: 3 clusters Score -200175.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -200276.796875 Penalty: 3655.322021
	Iteration 8Q: 3 clusters Score -200276.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -200339.875000 Penalty: 3655.322021
	Iteration 9Q: 3 clusters Score -200339.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -200389.312500 Penalty: 3655.322021
	Iteration 10Q: 3 clusters Score -200389.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -200414.296875 Penalty: 3655.322021
	Iteration 11Q: 3 clusters Score -200414.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -200425.656250 Penalty: 3655.322021
	Iteration 12Q: 3 clusters Score -200425.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -200435.718750 Penalty: 3655.322021
	Iteration 13Q: 3 clusters Score -200435.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -200448.828125 Penalty: 3655.322021
	Iteration 14Q: 3 clusters Score -200448.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -200461.546875 Penalty: 3655.322021
	Iteration 15Q: 3 clusters Score -200461.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -200474.656250 Penalty: 3655.322021
	Iteration 16Q: 3 clusters Score -200474.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -200489.328125 Penalty: 3655.322021
	Iteration 17Q: 3 clusters Score -200489.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -200499.687500 Penalty: 3655.322021
	Iteration 18Q: 3 clusters Score -200499.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -200509.906250 Penalty: 3655.322021
	Iteration 19Q: 3 clusters Score -200509.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -200515.078125 Penalty: 3655.322021
	Iteration 20F: 3 clusters Score -200515.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -200518.828125 Penalty: 3655.322021
	Iteration 21Q: 3 clusters Score -200518.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -200524.640625 Penalty: 3655.322021
	Iteration 22Q: 3 clusters Score -200524.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -200532.843750 Penalty: 3655.322021
	Iteration 23Q: 3 clusters Score -200532.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -200539.703125 Penalty: 3655.322021
	Iteration 24Q: 3 clusters Score -200539.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -200545.625000 Penalty: 3655.322021
	Iteration 25Q: 3 clusters Score -200545.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -200552.046875 Penalty: 3655.322021
	Iteration 26Q: 3 clusters Score -200552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -200561.265625 Penalty: 3655.322021
	Iteration 27Q: 3 clusters Score -200561.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -200569.609375 Penalty: 3655.322021
	Iteration 28Q: 3 clusters Score -200569.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -200574.937500 Penalty: 3655.322021
	Iteration 29Q: 3 clusters Score -200574.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -200580.437500 Penalty: 3655.322021
	Iteration 30Q: 3 clusters Score -200580.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -200583.546875 Penalty: 3655.322021
	Iteration 31Q: 3 clusters Score -200583.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -200584.468750 Penalty: 3655.322021
	Iteration 32Q: 3 clusters Score -200584.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -200584.468750 Penalty: 3655.322021
	Iteration 33F: 3 clusters Score -200584.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -70452.203125 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -70452.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68878.921875 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -68878.92 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69149.515625 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -69149.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -69227.031250 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -69227.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -69252.867188 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -69252.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69263.335938 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -69263.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69267.843750 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -69267.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69267.843750 Penalty: 3153.489746
	Iteration 6F: 3 clusters Score -69267.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (179111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179111 members 
Entering Unmasked Estep 
Score: -24632698.000000 Penalty: 2999.748779
	Iteration 0F: 2 clusters Score -2.46327e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 90095 members 
Entering Unmasked Estep 
Score: -24518572.000000 Penalty: 5999.497559
	Iteration 0F: 3 clusters Score -2.451857e+07 nChanged 85565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79813 members 
Mstep: Class 2 contains 99298 members 
Entering Unmasked Estep 
Score: -24568964.000000 Penalty: 5999.497559
	Iteration 1F: 3 clusters Score -2.456896e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73890 members 
Mstep: Class 2 contains 105221 members 
Entering Unmasked Estep 
Score: -24571656.000000 Penalty: 5999.497559
	Iteration 2Q: 3 clusters Score -2.457166e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65014 members 
Mstep: Class 2 contains 114097 members 
Entering Unmasked Estep 
Score: -24576694.000000 Penalty: 5999.497559
	Iteration 3F: 3 clusters Score -2.457669e+07 nChanged 12821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 126582 members 
Entering Unmasked Estep 
Score: -24585210.000000 Penalty: 5999.497559
	Iteration 4F: 3 clusters Score -2.458521e+07 nChanged 15903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 142391 members 
Entering Unmasked Estep 
Score: -24598704.000000 Penalty: 5999.497559
	Iteration 5F: 3 clusters Score -2.45987e+07 nChanged 16536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 158911 members 
Entering Unmasked Estep 
Score: -24613890.000000 Penalty: 5999.497559
	Iteration 6F: 3 clusters Score -2.461389e+07 nChanged 12151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 171060 members 
Entering Unmasked Estep 
Score: -24623924.000000 Penalty: 5999.497559
	Iteration 7F: 3 clusters Score -2.462392e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 176697 members 
Entering Unmasked Estep 
Score: -24628104.000000 Penalty: 5999.497559
	Iteration 8Q: 3 clusters Score -2.46281e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 178435 members 
Entering Unmasked Estep 
Score: -24629422.000000 Penalty: 5999.497559
	Iteration 9Q: 3 clusters Score -2.462942e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 178807 members 
Entering Unmasked Estep 
Score: -24629750.000000 Penalty: 5999.497559
	Iteration 10Q: 3 clusters Score -2.462975e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 178878 members 
Entering Unmasked Estep 
Score: -24629866.000000 Penalty: 5999.497559
	Iteration 11Q: 3 clusters Score -2.462987e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 178914 members 
Entering Unmasked Estep 
Score: -24629950.000000 Penalty: 5999.497559
	Iteration 12Q: 3 clusters Score -2.462995e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 178927 members 
Entering Unmasked Estep 
Score: -24629986.000000 Penalty: 5999.497559
	Iteration 13Q: 3 clusters Score -2.462999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 178932 members 
Entering Unmasked Estep 
Score: -24630012.000000 Penalty: 5999.497559
	Iteration 14Q: 3 clusters Score -2.463001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 178935 members 
Entering Unmasked Estep 
Score: -24630004.000000 Penalty: 5999.497559
	Iteration 15Q: 3 clusters Score -2.463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 178936 members 
Entering Unmasked Estep 
Score: -24629998.000000 Penalty: 5999.497559
	Iteration 16Q: 3 clusters Score -2.463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 178937 members 
Entering Unmasked Estep 
Score: -24630008.000000 Penalty: 5999.497559
	Iteration 17Q: 3 clusters Score -2.463001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 178937 members 
Entering Unmasked Estep 
Score: -24630008.000000 Penalty: 5999.497559
	Iteration 18F: 3 clusters Score -2.463001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Entering Unmasked Estep 
Score: -4252882.000000 Penalty: 2560.369629
	Iteration 0F: 2 clusters Score -4252882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -4232124.500000 Penalty: 5120.739258
	Iteration 0F: 3 clusters Score -4232124 nChanged 13647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -4239423.500000 Penalty: 5120.739258
	Iteration 1F: 3 clusters Score -4239424 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -4239885.000000 Penalty: 5120.739258
	Iteration 2Q: 3 clusters Score -4239885 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -4240343.000000 Penalty: 5120.739258
	Iteration 3Q: 3 clusters Score -4240343 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -4240820.500000 Penalty: 5120.739258
	Iteration 4Q: 3 clusters Score -4240820 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -4241358.000000 Penalty: 5120.739258
	Iteration 5Q: 3 clusters Score -4241358 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -4241981.000000 Penalty: 5120.739258
	Iteration 6Q: 3 clusters Score -4241981 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -4242902.000000 Penalty: 5120.739258
	Iteration 7Q: 3 clusters Score -4242902 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -4244162.000000 Penalty: 5120.739258
	Iteration 8F: 3 clusters Score -4244162 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -4245737.500000 Penalty: 5120.739258
	Iteration 9F: 3 clusters Score -4245738 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -4247127.000000 Penalty: 5120.739258
	Iteration 10F: 3 clusters Score -4247127 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -4247801.500000 Penalty: 5120.739258
	Iteration 11Q: 3 clusters Score -4247802 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -4248036.000000 Penalty: 5120.739258
	Iteration 12Q: 3 clusters Score -4248036 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -4248179.500000 Penalty: 5120.739258
	Iteration 13Q: 3 clusters Score -4248180 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -4248278.500000 Penalty: 5120.739258
	Iteration 14Q: 3 clusters Score -4248278 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -4248387.000000 Penalty: 5120.739258
	Iteration 15Q: 3 clusters Score -4248387 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -4248456.500000 Penalty: 5120.739258
	Iteration 16Q: 3 clusters Score -4248456 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -4248541.000000 Penalty: 5120.739258
	Iteration 17Q: 3 clusters Score -4248541 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -4248610.000000 Penalty: 5120.739258
	Iteration 18Q: 3 clusters Score -4248610 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -4248678.000000 Penalty: 5120.739258
	Iteration 19Q: 3 clusters Score -4248678 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -4248785.000000 Penalty: 5120.739258
	Iteration 20F: 3 clusters Score -4248785 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -4248845.500000 Penalty: 5120.739258
	Iteration 21Q: 3 clusters Score -4248846 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -4248894.000000 Penalty: 5120.739258
	Iteration 22Q: 3 clusters Score -4248894 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -4248947.500000 Penalty: 5120.739258
	Iteration 23Q: 3 clusters Score -4248948 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -4248993.500000 Penalty: 5120.739258
	Iteration 24Q: 3 clusters Score -4248994 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -4249028.500000 Penalty: 5120.739258
	Iteration 25Q: 3 clusters Score -4249028 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -4249049.500000 Penalty: 5120.739258
	Iteration 26Q: 3 clusters Score -4249050 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -4249107.500000 Penalty: 5120.739258
	Iteration 27Q: 3 clusters Score -4249108 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -4249151.000000 Penalty: 5120.739258
	Iteration 28Q: 3 clusters Score -4249151 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -4249182.000000 Penalty: 5120.739258
	Iteration 29Q: 3 clusters Score -4249182 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -4249227.500000 Penalty: 5120.739258
	Iteration 30Q: 3 clusters Score -4249228 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -4249265.000000 Penalty: 5120.739258
	Iteration 31Q: 3 clusters Score -4249265 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -4249293.000000 Penalty: 5120.739258
	Iteration 32Q: 3 clusters Score -4249293 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -4249315.000000 Penalty: 5120.739258
	Iteration 33Q: 3 clusters Score -4249315 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -4249364.500000 Penalty: 5120.739258
	Iteration 34Q: 3 clusters Score -4249364 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -4249399.500000 Penalty: 5120.739258
	Iteration 35Q: 3 clusters Score -4249400 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -4249428.500000 Penalty: 5120.739258
	Iteration 36Q: 3 clusters Score -4249428 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -4249483.000000 Penalty: 5120.739258
	Iteration 37Q: 3 clusters Score -4249483 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -4249524.500000 Penalty: 5120.739258
	Iteration 38Q: 3 clusters Score -4249524 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -4249555.000000 Penalty: 5120.739258
	Iteration 39Q: 3 clusters Score -4249555 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -4249577.500000 Penalty: 5120.739258
	Iteration 40F: 3 clusters Score -4249578 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -4249619.000000 Penalty: 5120.739258
	Iteration 41Q: 3 clusters Score -4249619 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -4249645.000000 Penalty: 5120.739258
	Iteration 42Q: 3 clusters Score -4249645 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -4249675.500000 Penalty: 5120.739258
	Iteration 43Q: 3 clusters Score -4249676 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -4249706.500000 Penalty: 5120.739258
	Iteration 44Q: 3 clusters Score -4249706 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -4249721.000000 Penalty: 5120.739258
	Iteration 45Q: 3 clusters Score -4249721 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -4249751.500000 Penalty: 5120.739258
	Iteration 46Q: 3 clusters Score -4249752 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -4249796.000000 Penalty: 5120.739258
	Iteration 47Q: 3 clusters Score -4249796 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -4249820.500000 Penalty: 5120.739258
	Iteration 48Q: 3 clusters Score -4249820 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -4249839.500000 Penalty: 5120.739258
	Iteration 49Q: 3 clusters Score -4249840 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -4249862.500000 Penalty: 5120.739258
	Iteration 50Q: 3 clusters Score -4249862 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -4249891.000000 Penalty: 5120.739258
	Iteration 51Q: 3 clusters Score -4249891 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -4249928.000000 Penalty: 5120.739258
	Iteration 52Q: 3 clusters Score -4249928 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -4249948.000000 Penalty: 5120.739258
	Iteration 53Q: 3 clusters Score -4249948 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -4249972.500000 Penalty: 5120.739258
	Iteration 54Q: 3 clusters Score -4249972 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -4249971.500000 Penalty: 5120.739258
	Iteration 55Q: 3 clusters Score -4249972 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -4249985.500000 Penalty: 5120.739258
	Iteration 56Q: 3 clusters Score -4249986 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -4250010.500000 Penalty: 5120.739258
	Iteration 57Q: 3 clusters Score -4250010 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -4250027.000000 Penalty: 5120.739258
	Iteration 58Q: 3 clusters Score -4250027 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -4250032.500000 Penalty: 5120.739258
	Iteration 59Q: 3 clusters Score -4250032 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -4250063.500000 Penalty: 5120.739258
	Iteration 60F: 3 clusters Score -4250064 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4250088 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4250134 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4250156 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4250186 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4250210 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4250234 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4250260 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4250282 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4250311.000000 Penalty: 5120.739258
	Iteration 69Q: 3 clusters Score -4250311 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4250330 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4250362.500000 Penalty: 5120.739258
	Iteration 71Q: 3 clusters Score -4250362 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4250384.500000 Penalty: 5120.739258
	Iteration 72Q: 3 clusters Score -4250384 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -4250406.500000 Penalty: 5120.739258
	Iteration 73Q: 3 clusters Score -4250406 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4250425.500000 Penalty: 5120.739258
	Iteration 74Q: 3 clusters Score -4250426 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4250433.500000 Penalty: 5120.739258
	Iteration 75Q: 3 clusters Score -4250434 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4250447.500000 Penalty: 5120.739258
	Iteration 76Q: 3 clusters Score -4250448 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4250459.500000 Penalty: 5120.739258
	Iteration 77Q: 3 clusters Score -4250460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4250470 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4250483.500000 Penalty: 5120.739258
	Iteration 79Q: 3 clusters Score -4250484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4250493.000000 Penalty: 5120.739258
	Iteration 80F: 3 clusters Score -4250493 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4250517.500000 Penalty: 5120.739258
	Iteration 81Q: 3 clusters Score -4250518 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4250527.000000 Penalty: 5120.739258
	Iteration 82Q: 3 clusters Score -4250527 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4250530.000000 Penalty: 5120.739258
	Iteration 83Q: 3 clusters Score -4250530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4250542.000000 Penalty: 5120.739258
	Iteration 84Q: 3 clusters Score -4250542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4250550.500000 Penalty: 5120.739258
	Iteration 85Q: 3 clusters Score -4250550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4250553.000000 Penalty: 5120.739258
	Iteration 86Q: 3 clusters Score -4250553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4250567 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4250581.500000 Penalty: 5120.739258
	Iteration 88Q: 3 clusters Score -4250582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4250588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4250590 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4250590 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4250592 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4250600 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4250616.000000 Penalty: 5120.739258
	Iteration 94Q: 3 clusters Score -4250616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4250620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4250622.000000 Penalty: 5120.739258
	Iteration 96Q: 3 clusters Score -4250622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4250624.500000 Penalty: 5120.739258
	Iteration 97Q: 3 clusters Score -4250624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4250629.500000 Penalty: 5120.739258
	Iteration 98Q: 3 clusters Score -4250630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4250633.500000 Penalty: 5120.739258
	Iteration 99Q: 3 clusters Score -4250634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4250636.000000 Penalty: 5120.739258
	Iteration 100F: 3 clusters Score -4250636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4250636.500000 Penalty: 5120.739258
	Iteration 101Q: 3 clusters Score -4250636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4250636.500000 Penalty: 5120.739258
	Iteration 102Q: 3 clusters Score -4250636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4250640.000000 Penalty: 5120.739258
	Iteration 103Q: 3 clusters Score -4250640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4250644.500000 Penalty: 5120.739258
	Iteration 104Q: 3 clusters Score -4250644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4250647.000000 Penalty: 5120.739258
	Iteration 105Q: 3 clusters Score -4250647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4250650.500000 Penalty: 5120.739258
	Iteration 106Q: 3 clusters Score -4250650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4250650.000000 Penalty: 5120.739258
	Iteration 107Q: 3 clusters Score -4250650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4250656.500000 Penalty: 5120.739258
	Iteration 108Q: 3 clusters Score -4250656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4250658.500000 Penalty: 5120.739258
	Iteration 109Q: 3 clusters Score -4250658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4250664.500000 Penalty: 5120.739258
	Iteration 110Q: 3 clusters Score -4250664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4250666.000000 Penalty: 5120.739258
	Iteration 111Q: 3 clusters Score -4250666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4250670.500000 Penalty: 5120.739258
	Iteration 112Q: 3 clusters Score -4250670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4250672.000000 Penalty: 5120.739258
	Iteration 113Q: 3 clusters Score -4250672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4250675.000000 Penalty: 5120.739258
	Iteration 114Q: 3 clusters Score -4250675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4250675.000000 Penalty: 5120.739258
	Iteration 115Q: 3 clusters Score -4250675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4250671.500000 Penalty: 5120.739258
	Iteration 116Q: 3 clusters Score -4250672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4250672.000000 Penalty: 5120.739258
	Iteration 117Q: 3 clusters Score -4250672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4250673.000000 Penalty: 5120.739258
	Iteration 118Q: 3 clusters Score -4250673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4250681.500000 Penalty: 5120.739258
	Iteration 119Q: 3 clusters Score -4250682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4250683.000000 Penalty: 5120.739258
	Iteration 120F: 3 clusters Score -4250683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4250682.500000 Penalty: 5120.739258
	Iteration 121Q: 3 clusters Score -4250682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4250682.000000 Penalty: 5120.739258
	Iteration 122Q: 3 clusters Score -4250682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4250683.500000 Penalty: 5120.739258
	Iteration 123Q: 3 clusters Score -4250684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4250678.500000 Penalty: 5120.739258
	Iteration 124Q: 3 clusters Score -4250678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4250680.500000 Penalty: 5120.739258
	Iteration 125Q: 3 clusters Score -4250680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4250682.500000 Penalty: 5120.739258
	Iteration 126Q: 3 clusters Score -4250682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4250683.500000 Penalty: 5120.739258
	Iteration 127Q: 3 clusters Score -4250684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4250678.500000 Penalty: 5120.739258
	Iteration 128Q: 3 clusters Score -4250678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4250681.000000 Penalty: 5120.739258
	Iteration 129Q: 3 clusters Score -4250681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4250689.500000 Penalty: 5120.739258
	Iteration 130Q: 3 clusters Score -4250690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4250688.000000 Penalty: 5120.739258
	Iteration 131Q: 3 clusters Score -4250688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4250688.500000 Penalty: 5120.739258
	Iteration 132Q: 3 clusters Score -4250688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4250687.500000 Penalty: 5120.739258
	Iteration 133Q: 3 clusters Score -4250688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4250688.500000 Penalty: 5120.739258
	Iteration 134Q: 3 clusters Score -4250688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4250682.000000 Penalty: 5120.739258
	Iteration 135Q: 3 clusters Score -4250682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4250690.500000 Penalty: 5120.739258
	Iteration 136Q: 3 clusters Score -4250690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4250687.000000 Penalty: 5120.739258
	Iteration 137Q: 3 clusters Score -4250687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4250686.500000 Penalty: 5120.739258
	Iteration 138Q: 3 clusters Score -4250686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4250697.500000 Penalty: 5120.739258
	Iteration 139Q: 3 clusters Score -4250698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4250698.000000 Penalty: 5120.739258
	Iteration 140F: 3 clusters Score -4250698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4250695.000000 Penalty: 5120.739258
	Iteration 141Q: 3 clusters Score -4250695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4250704.500000 Penalty: 5120.739258
	Iteration 142Q: 3 clusters Score -4250704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4250706.000000 Penalty: 5120.739258
	Iteration 143Q: 3 clusters Score -4250706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4250703.000000 Penalty: 5120.739258
	Iteration 144Q: 3 clusters Score -4250703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4250704 nChanged 0
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Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4250703.500000 Penalty: 5120.739258
	Iteration 146F: 3 clusters Score -4250704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -62847.503906 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -62847.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -61343.98 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -61732.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -61873.351562 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -61873.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -61952.546875 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -61952.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61989.125000 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -61989.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -62024.140625 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -62024.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62039.304688 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -62039.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62060.968750 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -62060.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -62089.695312 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -62089.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -62111.675781 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -62111.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -62139.070312 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -62139.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -62165.820312 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -62165.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -62200.796875 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -62200.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -62231.554688 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -62231.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -62272.226562 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -62272.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -62340.750000 Penalty: 3120.618408
	Iteration 15Q: 3 clusters Score -62340.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -62392.785156 Penalty: 3120.618408
	Iteration 16Q: 3 clusters Score -62392.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -62463.964844 Penalty: 3120.618408
	Iteration 17Q: 3 clusters Score -62463.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -62528.394531 Penalty: 3120.618408
	Iteration 18Q: 3 clusters Score -62528.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -62547.066406 Penalty: 3120.618408
	Iteration 19Q: 3 clusters Score -62547.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -62579.085938 Penalty: 3120.618408
	Iteration 20F: 3 clusters Score -62579.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -62607.140625 Penalty: 3120.618408
	Iteration 21Q: 3 clusters Score -62607.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -62611.714844 Penalty: 3120.618408
	Iteration 22Q: 3 clusters Score -62611.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -62617.136719 Penalty: 3120.618408
	Iteration 23Q: 3 clusters Score -62617.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -62617.136719 Penalty: 3120.618408
	Iteration 24F: 3 clusters Score -62617.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Entering Unmasked Estep 
Score: -2198345.500000 Penalty: 2396.709473
	Iteration 0F: 2 clusters Score -2198346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2186964.250000 Penalty: 4793.418945
	Iteration 0F: 3 clusters Score -2186964 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2190696.750000 Penalty: 4793.418945
	Iteration 1F: 3 clusters Score -2190697 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2191045.000000 Penalty: 4793.418945
	Iteration 2F: 3 clusters Score -2191045 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2191285.250000 Penalty: 4793.418945
	Iteration 3Q: 3 clusters Score -2191285 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2191460.750000 Penalty: 4793.418945
	Iteration 4Q: 3 clusters Score -2191461 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2191623.750000 Penalty: 4793.418945
	Iteration 5Q: 3 clusters Score -2191624 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2191767.750000 Penalty: 4793.418945
	Iteration 6Q: 3 clusters Score -2191768 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2191895.250000 Penalty: 4793.418945
	Iteration 7Q: 3 clusters Score -2191895 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2192006.750000 Penalty: 4793.418945
	Iteration 8Q: 3 clusters Score -2192007 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2192119.250000 Penalty: 4793.418945
	Iteration 9Q: 3 clusters Score -2192119 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2192243.750000 Penalty: 4793.418945
	Iteration 10Q: 3 clusters Score -2192244 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2192400.000000 Penalty: 4793.418945
	Iteration 11Q: 3 clusters Score -2192400 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2192601.750000 Penalty: 4793.418945
	Iteration 12Q: 3 clusters Score -2192602 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2192855.250000 Penalty: 4793.418945
	Iteration 13Q: 3 clusters Score -2192855 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2193191.000000 Penalty: 4793.418945
	Iteration 14Q: 3 clusters Score -2193191 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2193637.750000 Penalty: 4793.418945
	Iteration 15Q: 3 clusters Score -2193638 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2194127.250000 Penalty: 4793.418945
	Iteration 16Q: 3 clusters Score -2194127 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2194642.500000 Penalty: 4793.418945
	Iteration 17Q: 3 clusters Score -2194642 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2195065.750000 Penalty: 4793.418945
	Iteration 18Q: 3 clusters Score -2195066 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2195404.000000 Penalty: 4793.418945
	Iteration 19Q: 3 clusters Score -2195404 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2195657.500000 Penalty: 4793.418945
	Iteration 20F: 3 clusters Score -2195658 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2195841.500000 Penalty: 4793.418945
	Iteration 21Q: 3 clusters Score -2195842 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2195957.000000 Penalty: 4793.418945
	Iteration 22Q: 3 clusters Score -2195957 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2196035.750000 Penalty: 4793.418945
	Iteration 23Q: 3 clusters Score -2196036 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2196100.500000 Penalty: 4793.418945
	Iteration 24Q: 3 clusters Score -2196100 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2196150.000000 Penalty: 4793.418945
	Iteration 25Q: 3 clusters Score -2196150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2196182.000000 Penalty: 4793.418945
	Iteration 26Q: 3 clusters Score -2196182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2196205.250000 Penalty: 4793.418945
	Iteration 27Q: 3 clusters Score -2196205 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2196220.500000 Penalty: 4793.418945
	Iteration 28Q: 3 clusters Score -2196220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2196238.000000 Penalty: 4793.418945
	Iteration 29Q: 3 clusters Score -2196238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2196246.000000 Penalty: 4793.418945
	Iteration 30Q: 3 clusters Score -2196246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2196252.750000 Penalty: 4793.418945
	Iteration 31Q: 3 clusters Score -2196253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2196260.500000 Penalty: 4793.418945
	Iteration 32Q: 3 clusters Score -2196260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2196264.000000 Penalty: 4793.418945
	Iteration 33Q: 3 clusters Score -2196264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2196270.500000 Penalty: 4793.418945
	Iteration 34Q: 3 clusters Score -2196270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2196273.250000 Penalty: 4793.418945
	Iteration 35Q: 3 clusters Score -2196273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2196273.000000 Penalty: 4793.418945
	Iteration 36Q: 3 clusters Score -2196273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2196273.000000 Penalty: 4793.418945
	Iteration 37F: 3 clusters Score -2196273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 172448 members 
Mstep: Class 3 contains 20677 members 
Mstep: Class 4 contains 57117 members 
Mstep: Class 5 contains 6626 members 
Mstep: Class 6 contains 13286 members 
Mstep: Class 7 contains 201356 members 
Mstep: Class 8 contains 66948 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36822 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179111 members 
Mstep: Class 17 contains 30457 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076352.000000 Penalty: 57601.605469
Iteration 279Q: 18 clusters Score -1.160764e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 172438 members 
Mstep: Class 3 contains 20678 members 
Mstep: Class 4 contains 57118 members 
Mstep: Class 5 contains 6625 members 
Mstep: Class 6 contains 13286 members 
Mstep: Class 7 contains 201359 members 
Mstep: Class 8 contains 66948 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36823 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179109 members 
Mstep: Class 17 contains 30459 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076400.000000 Penalty: 57601.605469
Iteration 280F: 18 clusters Score -1.160764e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 172425 members 
Mstep: Class 3 contains 20679 members 
Mstep: Class 4 contains 57122 members 
Mstep: Class 5 contains 6623 members 
Mstep: Class 6 contains 13286 members 
Mstep: Class 7 contains 201375 members 
Mstep: Class 8 contains 66948 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36821 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179099 members 
Mstep: Class 17 contains 30461 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076456.000000 Penalty: 57601.605469
Iteration 281Q: 18 clusters Score -1.160765e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 172416 members 
Mstep: Class 3 contains 20679 members 
Mstep: Class 4 contains 57124 members 
Mstep: Class 5 contains 6622 members 
Mstep: Class 6 contains 13286 members 
Mstep: Class 7 contains 201390 members 
Mstep: Class 8 contains 66946 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36820 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179094 members 
Mstep: Class 17 contains 30462 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076464.000000 Penalty: 57601.605469
Iteration 282Q: 18 clusters Score -1.160765e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 172404 members 
Mstep: Class 3 contains 20676 members 
Mstep: Class 4 contains 57126 members 
Mstep: Class 5 contains 6623 members 
Mstep: Class 6 contains 13286 members 
Mstep: Class 7 contains 201401 members 
Mstep: Class 8 contains 66942 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36822 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179091 members 
Mstep: Class 17 contains 30464 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076456.000000 Penalty: 57601.605469
Iteration 283Q: 18 clusters Score -1.160765e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 172403 members 
Mstep: Class 3 contains 20677 members 
Mstep: Class 4 contains 57125 members 
Mstep: Class 5 contains 6622 members 
Mstep: Class 6 contains 13285 members 
Mstep: Class 7 contains 201414 members 
Mstep: Class 8 contains 66933 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36823 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179088 members 
Mstep: Class 17 contains 30463 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076392.000000 Penalty: 57601.605469
Iteration 284Q: 18 clusters Score -1.160764e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 172399 members 
Mstep: Class 3 contains 20679 members 
Mstep: Class 4 contains 57127 members 
Mstep: Class 5 contains 6621 members 
Mstep: Class 6 contains 13283 members 
Mstep: Class 7 contains 201432 members 
Mstep: Class 8 contains 66927 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36822 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179081 members 
Mstep: Class 17 contains 30460 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076440.000000 Penalty: 57601.605469
Iteration 285Q: 18 clusters Score -1.160764e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 172400 members 
Mstep: Class 3 contains 20685 members 
Mstep: Class 4 contains 57130 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13285 members 
Mstep: Class 7 contains 201431 members 
Mstep: Class 8 contains 66918 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36820 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179081 members 
Mstep: Class 17 contains 30459 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076464.000000 Penalty: 57601.605469
Iteration 286Q: 18 clusters Score -1.160765e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 172404 members 
Mstep: Class 3 contains 20688 members 
Mstep: Class 4 contains 57131 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13288 members 
Mstep: Class 7 contains 201423 members 
Mstep: Class 8 contains 66914 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36817 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179077 members 
Mstep: Class 17 contains 30463 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076512.000000 Penalty: 57601.605469
Iteration 287Q: 18 clusters Score -1.160765e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 172399 members 
Mstep: Class 3 contains 20689 members 
Mstep: Class 4 contains 57133 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13288 members 
Mstep: Class 7 contains 201425 members 
Mstep: Class 8 contains 66906 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36817 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179074 members 
Mstep: Class 17 contains 30467 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076528.000000 Penalty: 57601.605469
Iteration 288Q: 18 clusters Score -1.160765e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 172403 members 
Mstep: Class 3 contains 20691 members 
Mstep: Class 4 contains 57135 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13287 members 
Mstep: Class 7 contains 201413 members 
Mstep: Class 8 contains 66904 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36820 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179066 members 
Mstep: Class 17 contains 30472 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076608.000000 Penalty: 57601.605469
Iteration 289Q: 18 clusters Score -1.160766e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 172411 members 
Mstep: Class 3 contains 20691 members 
Mstep: Class 4 contains 57134 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13288 members 
Mstep: Class 7 contains 201411 members 
Mstep: Class 8 contains 66903 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36821 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179055 members 
Mstep: Class 17 contains 30478 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076640.000000 Penalty: 57601.605469
Iteration 290Q: 18 clusters Score -1.160766e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51740 members 
Mstep: Class 2 contains 172411 members 
Mstep: Class 3 contains 20692 members 
Mstep: Class 4 contains 57135 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13289 members 
Mstep: Class 7 contains 201411 members 
Mstep: Class 8 contains 66899 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36821 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179049 members 
Mstep: Class 17 contains 30478 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076576.000000 Penalty: 57601.605469
Iteration 291Q: 18 clusters Score -1.160766e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 172410 members 
Mstep: Class 3 contains 20695 members 
Mstep: Class 4 contains 57136 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13288 members 
Mstep: Class 7 contains 201405 members 
Mstep: Class 8 contains 66899 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36822 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179047 members 
Mstep: Class 17 contains 30479 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076608.000000 Penalty: 57601.605469
Iteration 292Q: 18 clusters Score -1.160766e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51740 members 
Mstep: Class 2 contains 172404 members 
Mstep: Class 3 contains 20700 members 
Mstep: Class 4 contains 57140 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13286 members 
Mstep: Class 7 contains 201404 members 
Mstep: Class 8 contains 66896 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36821 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179041 members 
Mstep: Class 17 contains 30482 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076640.000000 Penalty: 57601.605469
Iteration 293Q: 18 clusters Score -1.160766e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 172399 members 
Mstep: Class 3 contains 20703 members 
Mstep: Class 4 contains 57141 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13286 members 
Mstep: Class 7 contains 201401 members 
Mstep: Class 8 contains 66894 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36821 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179041 members 
Mstep: Class 17 contains 30482 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076696.000000 Penalty: 57601.605469
Iteration 294Q: 18 clusters Score -1.160767e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 172389 members 
Mstep: Class 3 contains 20707 members 
Mstep: Class 4 contains 57141 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13286 members 
Mstep: Class 7 contains 201409 members 
Mstep: Class 8 contains 66893 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36820 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179036 members 
Mstep: Class 17 contains 30481 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076648.000000 Penalty: 57601.605469
Iteration 295Q: 18 clusters Score -1.160766e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 172389 members 
Mstep: Class 3 contains 20707 members 
Mstep: Class 4 contains 57141 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13286 members 
Mstep: Class 7 contains 201400 members 
Mstep: Class 8 contains 66891 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36820 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179033 members 
Mstep: Class 17 contains 30478 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076664.000000 Penalty: 57601.605469
Iteration 296Q: 18 clusters Score -1.160767e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 172375 members 
Mstep: Class 3 contains 20709 members 
Mstep: Class 4 contains 57140 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13286 members 
Mstep: Class 7 contains 201400 members 
Mstep: Class 8 contains 66891 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36824 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179037 members 
Mstep: Class 17 contains 30479 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076680.000000 Penalty: 57601.605469
Iteration 297Q: 18 clusters Score -1.160767e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 172365 members 
Mstep: Class 3 contains 20708 members 
Mstep: Class 4 contains 57141 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13285 members 
Mstep: Class 7 contains 201389 members 
Mstep: Class 8 contains 66891 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36825 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179045 members 
Mstep: Class 17 contains 30480 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076720.000000 Penalty: 57601.605469
Iteration 298Q: 18 clusters Score -1.160767e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 172361 members 
Mstep: Class 3 contains 20712 members 
Mstep: Class 4 contains 57141 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13287 members 
Mstep: Class 7 contains 201365 members 
Mstep: Class 8 contains 66890 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36827 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179044 members 
Mstep: Class 17 contains 30480 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076688.000000 Penalty: 57601.605469
Iteration 299Q: 18 clusters Score -1.160767e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 172362 members 
Mstep: Class 3 contains 20714 members 
Mstep: Class 4 contains 57140 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13287 members 
Mstep: Class 7 contains 201351 members 
Mstep: Class 8 contains 66888 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36827 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179047 members 
Mstep: Class 17 contains 30481 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076736.000000 Penalty: 57601.605469
Iteration 300F: 18 clusters Score -1.160767e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 172353 members 
Mstep: Class 3 contains 20715 members 
Mstep: Class 4 contains 57140 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13287 members 
Mstep: Class 7 contains 201353 members 
Mstep: Class 8 contains 66888 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36823 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179045 members 
Mstep: Class 17 contains 30482 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076696.000000 Penalty: 57601.605469
Iteration 301Q: 18 clusters Score -1.160767e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 172344 members 
Mstep: Class 3 contains 20717 members 
Mstep: Class 4 contains 57141 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13286 members 
Mstep: Class 7 contains 201350 members 
Mstep: Class 8 contains 66884 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36823 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179048 members 
Mstep: Class 17 contains 30482 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076704.000000 Penalty: 57601.605469
Iteration 302Q: 18 clusters Score -1.160767e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 172329 members 
Mstep: Class 3 contains 20716 members 
Mstep: Class 4 contains 57139 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13284 members 
Mstep: Class 7 contains 201359 members 
Mstep: Class 8 contains 66880 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36824 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179047 members 
Mstep: Class 17 contains 30484 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076608.000000 Penalty: 57601.605469
Iteration 303Q: 18 clusters Score -1.160766e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 172328 members 
Mstep: Class 3 contains 20713 members 
Mstep: Class 4 contains 57136 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13284 members 
Mstep: Class 7 contains 201358 members 
Mstep: Class 8 contains 66876 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36828 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179047 members 
Mstep: Class 17 contains 30485 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076704.000000 Penalty: 57601.605469
Iteration 304Q: 18 clusters Score -1.160767e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 172329 members 
Mstep: Class 3 contains 20711 members 
Mstep: Class 4 contains 57135 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13284 members 
Mstep: Class 7 contains 201349 members 
Mstep: Class 8 contains 66876 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36828 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179048 members 
Mstep: Class 17 contains 30490 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076768.000000 Penalty: 57601.605469
Iteration 305Q: 18 clusters Score -1.160768e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 172314 members 
Mstep: Class 3 contains 20711 members 
Mstep: Class 4 contains 57138 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13285 members 
Mstep: Class 7 contains 201362 members 
Mstep: Class 8 contains 66873 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36827 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179046 members 
Mstep: Class 17 contains 30494 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076720.000000 Penalty: 57601.605469
Iteration 306Q: 18 clusters Score -1.160767e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 172318 members 
Mstep: Class 3 contains 20713 members 
Mstep: Class 4 contains 57137 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13287 members 
Mstep: Class 7 contains 201359 members 
Mstep: Class 8 contains 66871 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36827 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179045 members 
Mstep: Class 17 contains 30494 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076720.000000 Penalty: 57601.605469
Iteration 307Q: 18 clusters Score -1.160767e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 172311 members 
Mstep: Class 3 contains 20710 members 
Mstep: Class 4 contains 57138 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13288 members 
Mstep: Class 7 contains 201366 members 
Mstep: Class 8 contains 66867 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36827 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179047 members 
Mstep: Class 17 contains 30494 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076704.000000 Penalty: 57601.605469
Iteration 308Q: 18 clusters Score -1.160767e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 172313 members 
Mstep: Class 3 contains 20708 members 
Mstep: Class 4 contains 57143 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13288 members 
Mstep: Class 7 contains 201353 members 
Mstep: Class 8 contains 66868 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36828 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179047 members 
Mstep: Class 17 contains 30497 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076592.000000 Penalty: 57601.605469
Iteration 309Q: 18 clusters Score -1.160766e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 172310 members 
Mstep: Class 3 contains 20709 members 
Mstep: Class 4 contains 57142 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13287 members 
Mstep: Class 7 contains 201355 members 
Mstep: Class 8 contains 66863 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36829 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179047 members 
Mstep: Class 17 contains 30500 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076712.000000 Penalty: 57601.605469
Iteration 310Q: 18 clusters Score -1.160767e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51728 members 
Mstep: Class 2 contains 172299 members 
Mstep: Class 3 contains 20712 members 
Mstep: Class 4 contains 57145 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13287 members 
Mstep: Class 7 contains 201350 members 
Mstep: Class 8 contains 66865 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36828 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179050 members 
Mstep: Class 17 contains 30500 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076744.000000 Penalty: 57601.605469
Iteration 311Q: 18 clusters Score -1.160767e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 172290 members 
Mstep: Class 3 contains 20710 members 
Mstep: Class 4 contains 57146 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13286 members 
Mstep: Class 7 contains 201346 members 
Mstep: Class 8 contains 66870 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36829 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 16 contains 179053 members 
Mstep: Class 17 contains 30501 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076704.000000 Penalty: 57601.605469
Iteration 312Q: 18 clusters Score -1.160767e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 172283 members 
Mstep: Class 3 contains 20711 members 
Mstep: Class 4 contains 57145 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13285 members 
Mstep: Class 7 contains 201352 members 
Mstep: Class 8 contains 66869 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36828 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179058 members 
Mstep: Class 17 contains 30500 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076712.000000 Penalty: 57601.605469
Iteration 313Q: 18 clusters Score -1.160767e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 172287 members 
Mstep: Class 3 contains 20711 members 
Mstep: Class 4 contains 57143 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13283 members 
Mstep: Class 7 contains 201353 members 
Mstep: Class 8 contains 66866 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36827 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179062 members 
Mstep: Class 17 contains 30503 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076752.000000 Penalty: 57601.605469
Iteration 314Q: 18 clusters Score -1.160768e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 172283 members 
Mstep: Class 3 contains 20711 members 
Mstep: Class 4 contains 57145 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 201354 members 
Mstep: Class 8 contains 66865 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36826 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179064 members 
Mstep: Class 17 contains 30505 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076768.000000 Penalty: 57601.605469
Iteration 315Q: 18 clusters Score -1.160768e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 172287 members 
Mstep: Class 3 contains 20709 members 
Mstep: Class 4 contains 57146 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13278 members 
Mstep: Class 7 contains 201360 members 
Mstep: Class 8 contains 66861 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36825 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179062 members 
Mstep: Class 17 contains 30509 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076816.000000 Penalty: 57601.605469
Iteration 316Q: 18 clusters Score -1.160768e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 172293 members 
Mstep: Class 3 contains 20706 members 
Mstep: Class 4 contains 57149 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13280 members 
Mstep: Class 7 contains 201362 members 
Mstep: Class 8 contains 66859 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36824 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179062 members 
Mstep: Class 17 contains 30509 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076744.000000 Penalty: 57601.605469
Iteration 317Q: 18 clusters Score -1.160767e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 172296 members 
Mstep: Class 3 contains 20704 members 
Mstep: Class 4 contains 57149 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 201362 members 
Mstep: Class 8 contains 66855 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36826 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179066 members 
Mstep: Class 17 contains 30511 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076696.000000 Penalty: 57601.605469
Iteration 318Q: 18 clusters Score -1.160767e+08 nChanged 59
Entering ConstructFrom: 
Score: -116076696.000000 Penalty: 57601.605469
Entering ConstructFrom: 
Trying to split cluster 1 (51716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Entering Unmasked Estep 
Score: -7198189.000000 Penalty: 2691.673584
	Iteration 0F: 2 clusters Score -7198189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -7163289.500000 Penalty: 5383.347168
	Iteration 0F: 3 clusters Score -7163290 nChanged 23909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -7176430.500000 Penalty: 5383.347168
	Iteration 1F: 3 clusters Score -7176430 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -7176945.000000 Penalty: 5383.347168
	Iteration 2Q: 3 clusters Score -7176945 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -7177436.500000 Penalty: 5383.347168
	Iteration 3Q: 3 clusters Score -7177436 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -7177940.000000 Penalty: 5383.347168
	Iteration 4Q: 3 clusters Score -7177940 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -7178430.500000 Penalty: 5383.347168
	Iteration 5Q: 3 clusters Score -7178430 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -7179132.500000 Penalty: 5383.347168
	Iteration 6Q: 3 clusters Score -7179132 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -7180091.500000 Penalty: 5383.347168
	Iteration 7Q: 3 clusters Score -7180092 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -7181342.000000 Penalty: 5383.347168
	Iteration 8Q: 3 clusters Score -7181342 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -7183058.000000 Penalty: 5383.347168
	Iteration 9F: 3 clusters Score -7183058 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -7185385.500000 Penalty: 5383.347168
	Iteration 10F: 3 clusters Score -7185386 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -7188123.000000 Penalty: 5383.347168
	Iteration 11F: 3 clusters Score -7188123 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -7190861.500000 Penalty: 5383.347168
	Iteration 12F: 3 clusters Score -7190862 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -7192809.500000 Penalty: 5383.347168
	Iteration 13Q: 3 clusters Score -7192810 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -7193913.000000 Penalty: 5383.347168
	Iteration 14Q: 3 clusters Score -7193913 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -7194614.500000 Penalty: 5383.347168
	Iteration 15Q: 3 clusters Score -7194614 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -7195039.500000 Penalty: 5383.347168
	Iteration 16Q: 3 clusters Score -7195040 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -7195297.500000 Penalty: 5383.347168
	Iteration 17Q: 3 clusters Score -7195298 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -7195452.000000 Penalty: 5383.347168
	Iteration 18Q: 3 clusters Score -7195452 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -7195584.000000 Penalty: 5383.347168
	Iteration 19Q: 3 clusters Score -7195584 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -7195672.500000 Penalty: 5383.347168
	Iteration 20F: 3 clusters Score -7195672 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -7195732.500000 Penalty: 5383.347168
	Iteration 21Q: 3 clusters Score -7195732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -7195773.500000 Penalty: 5383.347168
	Iteration 22Q: 3 clusters Score -7195774 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -7195805.500000 Penalty: 5383.347168
	Iteration 23Q: 3 clusters Score -7195806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -7195812.500000 Penalty: 5383.347168
	Iteration 24Q: 3 clusters Score -7195812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -7195821.500000 Penalty: 5383.347168
	Iteration 25Q: 3 clusters Score -7195822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 50872 members 
Entering Unmasked Estep 
Score: -7195831.000000 Penalty: 5383.347168
	Iteration 26Q: 3 clusters Score -7195831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -7195842.000000 Penalty: 5383.347168
	Iteration 27Q: 3 clusters Score -7195842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -7195846.500000 Penalty: 5383.347168
	Iteration 28Q: 3 clusters Score -7195846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 50911 members 
Entering Unmasked Estep 
Score: -7195860.500000 Penalty: 5383.347168
	Iteration 29Q: 3 clusters Score -7195860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -7195865.000000 Penalty: 5383.347168
	Iteration 30Q: 3 clusters Score -7195865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -7195875.000000 Penalty: 5383.347168
	Iteration 31Q: 3 clusters Score -7195875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -7195884.000000 Penalty: 5383.347168
	Iteration 32Q: 3 clusters Score -7195884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -7195894.000000 Penalty: 5383.347168
	Iteration 33Q: 3 clusters Score -7195894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -7195902.500000 Penalty: 5383.347168
	Iteration 34Q: 3 clusters Score -7195902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 50961 members 
Entering Unmasked Estep 
Score: -7195908.500000 Penalty: 5383.347168
	Iteration 35Q: 3 clusters Score -7195908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -7195917.500000 Penalty: 5383.347168
	Iteration 36Q: 3 clusters Score -7195918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -7195912.000000 Penalty: 5383.347168
	Iteration 37Q: 3 clusters Score -7195912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -7195915.500000 Penalty: 5383.347168
	Iteration 38Q: 3 clusters Score -7195916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -7195924.500000 Penalty: 5383.347168
	Iteration 39Q: 3 clusters Score -7195924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -7195930.000000 Penalty: 5383.347168
	Iteration 40F: 3 clusters Score -7195930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -7195932.000000 Penalty: 5383.347168
	Iteration 41Q: 3 clusters Score -7195932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 51009 members 
Entering Unmasked Estep 
Score: -7195934.000000 Penalty: 5383.347168
	Iteration 42Q: 3 clusters Score -7195934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -7195944.500000 Penalty: 5383.347168
	Iteration 43Q: 3 clusters Score -7195944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -7195942.000000 Penalty: 5383.347168
	Iteration 44Q: 3 clusters Score -7195942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -7195941.500000 Penalty: 5383.347168
	Iteration 45Q: 3 clusters Score -7195942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -7195942.000000 Penalty: 5383.347168
	Iteration 46Q: 3 clusters Score -7195942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -7195942.500000 Penalty: 5383.347168
	Iteration 47Q: 3 clusters Score -7195942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -7195942.000000 Penalty: 5383.347168
	Iteration 48Q: 3 clusters Score -7195942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -7195949.500000 Penalty: 5383.347168
	Iteration 49Q: 3 clusters Score -7195950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -7195951.000000 Penalty: 5383.347168
	Iteration 50Q: 3 clusters Score -7195951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -7195947.000000 Penalty: 5383.347168
	Iteration 51Q: 3 clusters Score -7195947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -7195952.000000 Penalty: 5383.347168
	Iteration 52Q: 3 clusters Score -7195952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 51038 members 
Entering Unmasked Estep 
Score: -7195953.500000 Penalty: 5383.347168
	Iteration 53Q: 3 clusters Score -7195954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
Score: -7195953.000000 Penalty: 5383.347168
	Iteration 54Q: 3 clusters Score -7195953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -7195951.500000 Penalty: 5383.347168
	Iteration 55Q: 3 clusters Score -7195952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -7195965.000000 Penalty: 5383.347168
	Iteration 56Q: 3 clusters Score -7195965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -7195984.500000 Penalty: 5383.347168
	Iteration 57Q: 3 clusters Score -7195984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -7195992.500000 Penalty: 5383.347168
	Iteration 58Q: 3 clusters Score -7195992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -7195993.500000 Penalty: 5383.347168
	Iteration 59Q: 3 clusters Score -7195994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -7195992.000000 Penalty: 5383.347168
	Iteration 60F: 3 clusters Score -7195992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -7195999.500000 Penalty: 5383.347168
	Iteration 61Q: 3 clusters Score -7196000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -7196012.500000 Penalty: 5383.347168
	Iteration 62Q: 3 clusters Score -7196012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -7196010.000000 Penalty: 5383.347168
	Iteration 63Q: 3 clusters Score -7196010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 51112 members 
Entering Unmasked Estep 
Score: -7196008.500000 Penalty: 5383.347168
	Iteration 64Q: 3 clusters Score -7196008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -7196015.000000 Penalty: 5383.347168
	Iteration 65Q: 3 clusters Score -7196015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -7196012.000000 Penalty: 5383.347168
	Iteration 66Q: 3 clusters Score -7196012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -7196012.000000 Penalty: 5383.347168
	Iteration 67F: 3 clusters Score -7196012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172293 members 
Entering Unmasked Estep 
Score: -23652406.000000 Penalty: 2990.124023
	Iteration 0F: 2 clusters Score -2.365241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86201 members 
Mstep: Class 2 contains 86092 members 
Entering Unmasked Estep 
Score: -23541746.000000 Penalty: 5980.248047
	Iteration 0F: 3 clusters Score -2.354175e+07 nChanged 82626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86933 members 
Mstep: Class 2 contains 85360 members 
Entering Unmasked Estep 
Score: -23588998.000000 Penalty: 5980.248047
	Iteration 1F: 3 clusters Score -2.3589e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87341 members 
Mstep: Class 2 contains 84952 members 
Entering Unmasked Estep 
Score: -23589752.000000 Penalty: 5980.248047
	Iteration 2Q: 3 clusters Score -2.358975e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88092 members 
Mstep: Class 2 contains 84201 members 
Entering Unmasked Estep 
Score: -23590636.000000 Penalty: 5980.248047
	Iteration 3Q: 3 clusters Score -2.359064e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89268 members 
Mstep: Class 2 contains 83025 members 
Entering Unmasked Estep 
Score: -23591514.000000 Penalty: 5980.248047
	Iteration 4Q: 3 clusters Score -2.359151e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91151 members 
Mstep: Class 2 contains 81142 members 
Entering Unmasked Estep 
Score: -23593018.000000 Penalty: 5980.248047
	Iteration 5Q: 3 clusters Score -2.359302e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94134 members 
Mstep: Class 2 contains 78159 members 
Entering Unmasked Estep 
Score: -23595584.000000 Penalty: 5980.248047
	Iteration 6Q: 3 clusters Score -2.359558e+07 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98611 members 
Mstep: Class 2 contains 73682 members 
Entering Unmasked Estep 
Score: -23600220.000000 Penalty: 5980.248047
	Iteration 7F: 3 clusters Score -2.360022e+07 nChanged 11044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105029 members 
Mstep: Class 2 contains 67264 members 
Entering Unmasked Estep 
Score: -23607628.000000 Penalty: 5980.248047
	Iteration 8F: 3 clusters Score -2.360763e+07 nChanged 13226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112877 members 
Mstep: Class 2 contains 59416 members 
Entering Unmasked Estep 
Score: -23618824.000000 Penalty: 5980.248047
	Iteration 9F: 3 clusters Score -2.361882e+07 nChanged 13338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120361 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -23631320.000000 Penalty: 5980.248047
	Iteration 10F: 3 clusters Score -2.363132e+07 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125175 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -23639712.000000 Penalty: 5980.248047
	Iteration 11F: 3 clusters Score -2.363971e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128023 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -23643312.000000 Penalty: 5980.248047
	Iteration 12Q: 3 clusters Score -2.364331e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130047 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -23644814.000000 Penalty: 5980.248047
	Iteration 13Q: 3 clusters Score -2.364481e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131825 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -23645822.000000 Penalty: 5980.248047
	Iteration 14Q: 3 clusters Score -2.364582e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133501 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -23646800.000000 Penalty: 5980.248047
	Iteration 15Q: 3 clusters Score -2.36468e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135064 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -23647366.000000 Penalty: 5980.248047
	Iteration 16Q: 3 clusters Score -2.364737e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136526 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -23647910.000000 Penalty: 5980.248047
	Iteration 17Q: 3 clusters Score -2.364791e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137823 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -23648250.000000 Penalty: 5980.248047
	Iteration 18Q: 3 clusters Score -2.364825e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139049 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -23648502.000000 Penalty: 5980.248047
	Iteration 19Q: 3 clusters Score -2.36485e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140283 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -23648764.000000 Penalty: 5980.248047
	Iteration 20F: 3 clusters Score -2.364876e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141504 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -23649094.000000 Penalty: 5980.248047
	Iteration 21Q: 3 clusters Score -2.364909e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142689 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -23649314.000000 Penalty: 5980.248047
	Iteration 22Q: 3 clusters Score -2.364931e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143801 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -23649570.000000 Penalty: 5980.248047
	Iteration 23Q: 3 clusters Score -2.364957e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144869 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -23649990.000000 Penalty: 5980.248047
	Iteration 24Q: 3 clusters Score -2.364999e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146032 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -23650160.000000 Penalty: 5980.248047
	Iteration 25Q: 3 clusters Score -2.365016e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147258 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -23650396.000000 Penalty: 5980.248047
	Iteration 26Q: 3 clusters Score -2.36504e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148601 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -23650524.000000 Penalty: 5980.248047
	Iteration 27Q: 3 clusters Score -2.365052e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150031 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -23650814.000000 Penalty: 5980.248047
	Iteration 28Q: 3 clusters Score -2.365081e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151535 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -23651038.000000 Penalty: 5980.248047
	Iteration 29Q: 3 clusters Score -2.365104e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153166 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -23651160.000000 Penalty: 5980.248047
	Iteration 30Q: 3 clusters Score -2.365116e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154768 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -23651356.000000 Penalty: 5980.248047
	Iteration 31Q: 3 clusters Score -2.365136e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156429 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -23651522.000000 Penalty: 5980.248047
	Iteration 32Q: 3 clusters Score -2.365152e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158075 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -23651654.000000 Penalty: 5980.248047
	Iteration 33Q: 3 clusters Score -2.365165e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159624 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -23651692.000000 Penalty: 5980.248047
	Iteration 34Q: 3 clusters Score -2.365169e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160974 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -23651738.000000 Penalty: 5980.248047
	Iteration 35Q: 3 clusters Score -2.365174e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162201 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -23651778.000000 Penalty: 5980.248047
	Iteration 36Q: 3 clusters Score -2.365178e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163349 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -23651776.000000 Penalty: 5980.248047
	Iteration 37Q: 3 clusters Score -2.365178e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164353 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -23651830.000000 Penalty: 5980.248047
	Iteration 38Q: 3 clusters Score -2.365183e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165221 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -23651722.000000 Penalty: 5980.248047
	Iteration 39Q: 3 clusters Score -2.365172e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165952 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -23651610.000000 Penalty: 5980.248047
	Iteration 40F: 3 clusters Score -2.365161e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166625 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -23651458.000000 Penalty: 5980.248047
	Iteration 41Q: 3 clusters Score -2.365146e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167198 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -23651350.000000 Penalty: 5980.248047
	Iteration 42Q: 3 clusters Score -2.365135e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167685 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -23651216.000000 Penalty: 5980.248047
	Iteration 43Q: 3 clusters Score -2.365122e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168104 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -23651120.000000 Penalty: 5980.248047
	Iteration 44Q: 3 clusters Score -2.365112e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168471 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -23651136.000000 Penalty: 5980.248047
	Iteration 45Q: 3 clusters Score -2.365114e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168764 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -23651106.000000 Penalty: 5980.248047
	Iteration 46Q: 3 clusters Score -2.365111e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169029 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -23650970.000000 Penalty: 5980.248047
	Iteration 47Q: 3 clusters Score -2.365097e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169232 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -23650922.000000 Penalty: 5980.248047
	Iteration 48Q: 3 clusters Score -2.365092e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169421 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -23650838.000000 Penalty: 5980.248047
	Iteration 49Q: 3 clusters Score -2.365084e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169568 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -23650852.000000 Penalty: 5980.248047
	Iteration 50Q: 3 clusters Score -2.365085e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169704 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -23650800.000000 Penalty: 5980.248047
	Iteration 51Q: 3 clusters Score -2.36508e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169830 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -23650736.000000 Penalty: 5980.248047
	Iteration 52Q: 3 clusters Score -2.365074e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169953 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -23650746.000000 Penalty: 5980.248047
	Iteration 53Q: 3 clusters Score -2.365075e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170058 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -23650764.000000 Penalty: 5980.248047
	Iteration 54Q: 3 clusters Score -2.365076e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170163 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -23650734.000000 Penalty: 5980.248047
	Iteration 55Q: 3 clusters Score -2.365073e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170256 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -23650730.000000 Penalty: 5980.248047
	Iteration 56Q: 3 clusters Score -2.365073e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170341 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -23650698.000000 Penalty: 5980.248047
	Iteration 57Q: 3 clusters Score -2.36507e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170422 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -23650678.000000 Penalty: 5980.248047
	Iteration 58Q: 3 clusters Score -2.365068e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170484 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -23650688.000000 Penalty: 5980.248047
	Iteration 59Q: 3 clusters Score -2.365069e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170533 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -23650660.000000 Penalty: 5980.248047
	Iteration 60F: 3 clusters Score -2.365066e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170582 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -23650682.000000 Penalty: 5980.248047
	Iteration 61Q: 3 clusters Score -2.365068e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170619 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -23650630.000000 Penalty: 5980.248047
	Iteration 62Q: 3 clusters Score -2.365063e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170645 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -23650592.000000 Penalty: 5980.248047
	Iteration 63Q: 3 clusters Score -2.365059e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170664 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -23650608.000000 Penalty: 5980.248047
	Iteration 64Q: 3 clusters Score -2.365061e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170685 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -23650618.000000 Penalty: 5980.248047
	Iteration 65Q: 3 clusters Score -2.365062e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170712 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -23650624.000000 Penalty: 5980.248047
	Iteration 66Q: 3 clusters Score -2.365062e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170739 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -23650612.000000 Penalty: 5980.248047
	Iteration 67Q: 3 clusters Score -2.365061e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170765 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -23650626.000000 Penalty: 5980.248047
	Iteration 68Q: 3 clusters Score -2.365063e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170790 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -23650590.000000 Penalty: 5980.248047
	Iteration 69Q: 3 clusters Score -2.365059e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170809 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -23650604.000000 Penalty: 5980.248047
	Iteration 70Q: 3 clusters Score -2.36506e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170826 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -23650584.000000 Penalty: 5980.248047
	Iteration 71Q: 3 clusters Score -2.365058e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170840 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -23650614.000000 Penalty: 5980.248047
	Iteration 72Q: 3 clusters Score -2.365061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170850 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -23650594.000000 Penalty: 5980.248047
	Iteration 73Q: 3 clusters Score -2.365059e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170867 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -23650598.000000 Penalty: 5980.248047
	Iteration 74Q: 3 clusters Score -2.36506e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170885 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -23650630.000000 Penalty: 5980.248047
	Iteration 75Q: 3 clusters Score -2.365063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170901 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -23650628.000000 Penalty: 5980.248047
	Iteration 76Q: 3 clusters Score -2.365063e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170911 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -23650606.000000 Penalty: 5980.248047
	Iteration 77Q: 3 clusters Score -2.365061e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170926 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -23650604.000000 Penalty: 5980.248047
	Iteration 78Q: 3 clusters Score -2.36506e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170941 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -23650618.000000 Penalty: 5980.248047
	Iteration 79Q: 3 clusters Score -2.365062e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170954 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -23650636.000000 Penalty: 5980.248047
	Iteration 80F: 3 clusters Score -2.365064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170962 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -23650642.000000 Penalty: 5980.248047
	Iteration 81Q: 3 clusters Score -2.365064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170975 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -23650634.000000 Penalty: 5980.248047
	Iteration 82Q: 3 clusters Score -2.365063e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170988 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -23650654.000000 Penalty: 5980.248047
	Iteration 83Q: 3 clusters Score -2.365065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170996 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -23650636.000000 Penalty: 5980.248047
	Iteration 84Q: 3 clusters Score -2.365064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171001 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -23650632.000000 Penalty: 5980.248047
	Iteration 85Q: 3 clusters Score -2.365063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171006 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -23650628.000000 Penalty: 5980.248047
	Iteration 86Q: 3 clusters Score -2.365063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171007 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -23650632.000000 Penalty: 5980.248047
	Iteration 87Q: 3 clusters Score -2.365063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171009 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -23650630.000000 Penalty: 5980.248047
	Iteration 88Q: 3 clusters Score -2.365063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171010 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -23650626.000000 Penalty: 5980.248047
	Iteration 89Q: 3 clusters Score -2.365063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171010 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -23650626.000000 Penalty: 5980.248047
	Iteration 90F: 3 clusters Score -2.365063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Entering Unmasked Estep 
Score: -2892129.500000 Penalty: 2464.692383
	Iteration 0F: 2 clusters Score -2892130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2877690.250000 Penalty: 4929.384766
	Iteration 0F: 3 clusters Score -2877690 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2882462.000000 Penalty: 4929.384766
	Iteration 1F: 3 clusters Score -2882462 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2882817.500000 Penalty: 4929.384766
	Iteration 2F: 3 clusters Score -2882818 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2883098.750000 Penalty: 4929.384766
	Iteration 3Q: 3 clusters Score -2883099 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2883338.000000 Penalty: 4929.384766
	Iteration 4Q: 3 clusters Score -2883338 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2883575.000000 Penalty: 4929.384766
	Iteration 5Q: 3 clusters Score -2883575 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2883824.500000 Penalty: 4929.384766
	Iteration 6Q: 3 clusters Score -2883824 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2884130.500000 Penalty: 4929.384766
	Iteration 7Q: 3 clusters Score -2884130 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2884503.000000 Penalty: 4929.384766
	Iteration 8Q: 3 clusters Score -2884503 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2884948.750000 Penalty: 4929.384766
	Iteration 9Q: 3 clusters Score -2884949 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2885475.500000 Penalty: 4929.384766
	Iteration 10Q: 3 clusters Score -2885476 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2886057.750000 Penalty: 4929.384766
	Iteration 11Q: 3 clusters Score -2886058 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2886662.500000 Penalty: 4929.384766
	Iteration 12Q: 3 clusters Score -2886662 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2887304.250000 Penalty: 4929.384766
	Iteration 13Q: 3 clusters Score -2887304 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2887825.750000 Penalty: 4929.384766
	Iteration 14Q: 3 clusters Score -2887826 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2888231.250000 Penalty: 4929.384766
	Iteration 15Q: 3 clusters Score -2888231 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2888501.500000 Penalty: 4929.384766
	Iteration 16Q: 3 clusters Score -2888502 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2888695.750000 Penalty: 4929.384766
	Iteration 17Q: 3 clusters Score -2888696 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2888871.750000 Penalty: 4929.384766
	Iteration 18Q: 3 clusters Score -2888872 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2888998.250000 Penalty: 4929.384766
	Iteration 19Q: 3 clusters Score -2888998 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2889083.000000 Penalty: 4929.384766
	Iteration 20F: 3 clusters Score -2889083 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2889169.750000 Penalty: 4929.384766
	Iteration 21Q: 3 clusters Score -2889170 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2889240.000000 Penalty: 4929.384766
	Iteration 22Q: 3 clusters Score -2889240 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2889321.000000 Penalty: 4929.384766
	Iteration 23Q: 3 clusters Score -2889321 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2889402.000000 Penalty: 4929.384766
	Iteration 24Q: 3 clusters Score -2889402 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2889467.000000 Penalty: 4929.384766
	Iteration 25Q: 3 clusters Score -2889467 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2889520.750000 Penalty: 4929.384766
	Iteration 26Q: 3 clusters Score -2889521 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2889575.500000 Penalty: 4929.384766
	Iteration 27Q: 3 clusters Score -2889576 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2889623.750000 Penalty: 4929.384766
	Iteration 28Q: 3 clusters Score -2889624 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2889678.750000 Penalty: 4929.384766
	Iteration 29Q: 3 clusters Score -2889679 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2889715.250000 Penalty: 4929.384766
	Iteration 30Q: 3 clusters Score -2889715 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2889736.500000 Penalty: 4929.384766
	Iteration 31Q: 3 clusters Score -2889736 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2889764.500000 Penalty: 4929.384766
	Iteration 32Q: 3 clusters Score -2889764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2889788.750000 Penalty: 4929.384766
	Iteration 33Q: 3 clusters Score -2889789 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2889813.750000 Penalty: 4929.384766
	Iteration 34Q: 3 clusters Score -2889814 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2889832.500000 Penalty: 4929.384766
	Iteration 35Q: 3 clusters Score -2889832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2889851.750000 Penalty: 4929.384766
	Iteration 36Q: 3 clusters Score -2889852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2889875.000000 Penalty: 4929.384766
	Iteration 37Q: 3 clusters Score -2889875 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2889889.000000 Penalty: 4929.384766
	Iteration 38Q: 3 clusters Score -2889889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2889900.750000 Penalty: 4929.384766
	Iteration 39Q: 3 clusters Score -2889901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2889913.250000 Penalty: 4929.384766
	Iteration 40F: 3 clusters Score -2889913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2889921.250000 Penalty: 4929.384766
	Iteration 41Q: 3 clusters Score -2889921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2889926.500000 Penalty: 4929.384766
	Iteration 42Q: 3 clusters Score -2889926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2889939.750000 Penalty: 4929.384766
	Iteration 43Q: 3 clusters Score -2889940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2889944.000000 Penalty: 4929.384766
	Iteration 44Q: 3 clusters Score -2889944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2889957.500000 Penalty: 4929.384766
	Iteration 45Q: 3 clusters Score -2889958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2889979.750000 Penalty: 4929.384766
	Iteration 46Q: 3 clusters Score -2889980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2889990.000000 Penalty: 4929.384766
	Iteration 47Q: 3 clusters Score -2889990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2889997.750000 Penalty: 4929.384766
	Iteration 48Q: 3 clusters Score -2889998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2890010.750000 Penalty: 4929.384766
	Iteration 49Q: 3 clusters Score -2890011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2890016.000000 Penalty: 4929.384766
	Iteration 50Q: 3 clusters Score -2890016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2890016.000000 Penalty: 4929.384766
	Iteration 51Q: 3 clusters Score -2890016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2890025.250000 Penalty: 4929.384766
	Iteration 52Q: 3 clusters Score -2890025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2890034.000000 Penalty: 4929.384766
	Iteration 53Q: 3 clusters Score -2890034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2890044.000000 Penalty: 4929.384766
	Iteration 54Q: 3 clusters Score -2890044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2890045.750000 Penalty: 4929.384766
	Iteration 55Q: 3 clusters Score -2890046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2890046.500000 Penalty: 4929.384766
	Iteration 56Q: 3 clusters Score -2890046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2890054.750000 Penalty: 4929.384766
	Iteration 57Q: 3 clusters Score -2890055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2890055.250000 Penalty: 4929.384766
	Iteration 58Q: 3 clusters Score -2890055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2890060.250000 Penalty: 4929.384766
	Iteration 59Q: 3 clusters Score -2890060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2890062.500000 Penalty: 4929.384766
	Iteration 60F: 3 clusters Score -2890062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2890067.000000 Penalty: 4929.384766
	Iteration 61Q: 3 clusters Score -2890067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2890065.750000 Penalty: 4929.384766
	Iteration 62Q: 3 clusters Score -2890066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2890065.750000 Penalty: 4929.384766
	Iteration 63F: 3 clusters Score -2890066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57149 members 
Entering Unmasked Estep 
Score: -7704091.500000 Penalty: 2716.447266
	Iteration 0F: 2 clusters Score -7704092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -7665758.000000 Penalty: 5432.894531
	Iteration 0F: 3 clusters Score -7665758 nChanged 26466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -7680592.500000 Penalty: 5432.894531
	Iteration 1F: 3 clusters Score -7680592 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -7681270.500000 Penalty: 5432.894531
	Iteration 2Q: 3 clusters Score -7681270 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -7682118.000000 Penalty: 5432.894531
	Iteration 3Q: 3 clusters Score -7682118 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -7683462.000000 Penalty: 5432.894531
	Iteration 4Q: 3 clusters Score -7683462 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -7685415.000000 Penalty: 5432.894531
	Iteration 5F: 3 clusters Score -7685415 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -7688298.000000 Penalty: 5432.894531
	Iteration 6F: 3 clusters Score -7688298 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -7692202.000000 Penalty: 5432.894531
	Iteration 7F: 3 clusters Score -7692202 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -7696401.500000 Penalty: 5432.894531
	Iteration 8F: 3 clusters Score -7696402 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -7699350.000000 Penalty: 5432.894531
	Iteration 9F: 3 clusters Score -7699350 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7700690.500000 Penalty: 5432.894531
	Iteration 10Q: 3 clusters Score -7700690 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7701212.500000 Penalty: 5432.894531
	Iteration 11Q: 3 clusters Score -7701212 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7701431.500000 Penalty: 5432.894531
	Iteration 12Q: 3 clusters Score -7701432 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56864 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7701550.000000 Penalty: 5432.894531
	Iteration 13Q: 3 clusters Score -7701550 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7701613.000000 Penalty: 5432.894531
	Iteration 14Q: 3 clusters Score -7701613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7701643.500000 Penalty: 5432.894531
	Iteration 15Q: 3 clusters Score -7701644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7701661.000000 Penalty: 5432.894531
	Iteration 16Q: 3 clusters Score -7701661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56910 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7701671.500000 Penalty: 5432.894531
	Iteration 17Q: 3 clusters Score -7701672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7701681.000000 Penalty: 5432.894531
	Iteration 18Q: 3 clusters Score -7701681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56919 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7701684.000000 Penalty: 5432.894531
	Iteration 19Q: 3 clusters Score -7701684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56922 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7701689.500000 Penalty: 5432.894531
	Iteration 20F: 3 clusters Score -7701690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7701692.000000 Penalty: 5432.894531
	Iteration 21Q: 3 clusters Score -7701692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7701698.000000 Penalty: 5432.894531
	Iteration 22Q: 3 clusters Score -7701698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7701703.500000 Penalty: 5432.894531
	Iteration 23Q: 3 clusters Score -7701704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7701708.500000 Penalty: 5432.894531
	Iteration 24Q: 3 clusters Score -7701708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7701711.000000 Penalty: 5432.894531
	Iteration 25Q: 3 clusters Score -7701711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7701713.000000 Penalty: 5432.894531
	Iteration 26Q: 3 clusters Score -7701713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7701718.000000 Penalty: 5432.894531
	Iteration 27Q: 3 clusters Score -7701718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7701715.500000 Penalty: 5432.894531
	Iteration 28Q: 3 clusters Score -7701716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7701715.500000 Penalty: 5432.894531
	Iteration 29F: 3 clusters Score -7701716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Entering Unmasked Estep 
Score: -886312.875000 Penalty: 2181.829590
	Iteration 0F: 2 clusters Score -886312.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -880801.250000 Penalty: 4363.659180
	Iteration 0F: 3 clusters Score -880801.2 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -882149.375000 Penalty: 4363.659180
	Iteration 1F: 3 clusters Score -882149.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -882365.312500 Penalty: 4363.659180
	Iteration 2F: 3 clusters Score -882365.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -882517.562500 Penalty: 4363.659180
	Iteration 3F: 3 clusters Score -882517.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -882608.750000 Penalty: 4363.659180
	Iteration 4Q: 3 clusters Score -882608.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -882668.062500 Penalty: 4363.659180
	Iteration 5Q: 3 clusters Score -882668.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -882721.562500 Penalty: 4363.659180
	Iteration 6Q: 3 clusters Score -882721.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -882761.250000 Penalty: 4363.659180
	Iteration 7Q: 3 clusters Score -882761.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -882784.500000 Penalty: 4363.659180
	Iteration 8Q: 3 clusters Score -882784.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -882810.687500 Penalty: 4363.659180
	Iteration 9Q: 3 clusters Score -882810.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -882830.625000 Penalty: 4363.659180
	Iteration 10Q: 3 clusters Score -882830.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -882857.000000 Penalty: 4363.659180
	Iteration 11Q: 3 clusters Score -882857 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -882875.187500 Penalty: 4363.659180
	Iteration 12Q: 3 clusters Score -882875.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -882888.375000 Penalty: 4363.659180
	Iteration 13Q: 3 clusters Score -882888.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -882901.375000 Penalty: 4363.659180
	Iteration 14Q: 3 clusters Score -882901.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -882914.375000 Penalty: 4363.659180
	Iteration 15Q: 3 clusters Score -882914.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -882927.750000 Penalty: 4363.659180
	Iteration 16Q: 3 clusters Score -882927.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -882935.812500 Penalty: 4363.659180
	Iteration 17Q: 3 clusters Score -882935.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -882941.500000 Penalty: 4363.659180
	Iteration 18Q: 3 clusters Score -882941.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -882949.437500 Penalty: 4363.659180
	Iteration 19Q: 3 clusters Score -882949.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -882957.187500 Penalty: 4363.659180
	Iteration 20F: 3 clusters Score -882957.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -882964.812500 Penalty: 4363.659180
	Iteration 21Q: 3 clusters Score -882964.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -882971.500000 Penalty: 4363.659180
	Iteration 22Q: 3 clusters Score -882971.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -882975.250000 Penalty: 4363.659180
	Iteration 23Q: 3 clusters Score -882975.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -882980.562500 Penalty: 4363.659180
	Iteration 24Q: 3 clusters Score -882980.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -882982.062500 Penalty: 4363.659180
	Iteration 25Q: 3 clusters Score -882982.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -882986.062500 Penalty: 4363.659180
	Iteration 26Q: 3 clusters Score -882986.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -882986.937500 Penalty: 4363.659180
	Iteration 27Q: 3 clusters Score -882986.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -882989.937500 Penalty: 4363.659180
	Iteration 28Q: 3 clusters Score -882989.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -882993.250000 Penalty: 4363.659180
	Iteration 29Q: 3 clusters Score -882993.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -882995.875000 Penalty: 4363.659180
	Iteration 30Q: 3 clusters Score -882995.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -882997.625000 Penalty: 4363.659180
	Iteration 31Q: 3 clusters Score -882997.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -883002.500000 Penalty: 4363.659180
	Iteration 32Q: 3 clusters Score -883002.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -883003.812500 Penalty: 4363.659180
	Iteration 33Q: 3 clusters Score -883003.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -883004.437500 Penalty: 4363.659180
	Iteration 34Q: 3 clusters Score -883004.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -883007.937500 Penalty: 4363.659180
	Iteration 35Q: 3 clusters Score -883007.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -883008.437500 Penalty: 4363.659180
	Iteration 36Q: 3 clusters Score -883008.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -883012.062500 Penalty: 4363.659180
	Iteration 37Q: 3 clusters Score -883012.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -883014.875000 Penalty: 4363.659180
	Iteration 38Q: 3 clusters Score -883014.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -883020.125000 Penalty: 4363.659180
	Iteration 39Q: 3 clusters Score -883020.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -883026.937500 Penalty: 4363.659180
	Iteration 40F: 3 clusters Score -883026.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -883034.625000 Penalty: 4363.659180
	Iteration 41Q: 3 clusters Score -883034.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -883038.687500 Penalty: 4363.659180
	Iteration 42Q: 3 clusters Score -883038.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -883048.250000 Penalty: 4363.659180
	Iteration 43Q: 3 clusters Score -883048.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -883059.437500 Penalty: 4363.659180
	Iteration 44Q: 3 clusters Score -883059.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -883069.500000 Penalty: 4363.659180
	Iteration 45Q: 3 clusters Score -883069.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -883083.625000 Penalty: 4363.659180
	Iteration 46Q: 3 clusters Score -883083.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -883095.000000 Penalty: 4363.659180
	Iteration 47Q: 3 clusters Score -883095 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -883112.437500 Penalty: 4363.659180
	Iteration 48Q: 3 clusters Score -883112.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -883130.187500 Penalty: 4363.659180
	Iteration 49Q: 3 clusters Score -883130.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -883149.500000 Penalty: 4363.659180
	Iteration 50Q: 3 clusters Score -883149.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -883167.750000 Penalty: 4363.659180
	Iteration 51Q: 3 clusters Score -883167.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -883186.937500 Penalty: 4363.659180
	Iteration 52Q: 3 clusters Score -883186.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -883205.937500 Penalty: 4363.659180
	Iteration 53Q: 3 clusters Score -883205.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -883225.750000 Penalty: 4363.659180
	Iteration 54Q: 3 clusters Score -883225.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -883247.437500 Penalty: 4363.659180
	Iteration 55Q: 3 clusters Score -883247.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -883270.500000 Penalty: 4363.659180
	Iteration 56Q: 3 clusters Score -883270.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -883289.437500 Penalty: 4363.659180
	Iteration 57Q: 3 clusters Score -883289.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -883311.687500 Penalty: 4363.659180
	Iteration 58Q: 3 clusters Score -883311.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -883332.437500 Penalty: 4363.659180
	Iteration 59Q: 3 clusters Score -883332.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -883360.375000 Penalty: 4363.659180
	Iteration 60F: 3 clusters Score -883360.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -883387.937500 Penalty: 4363.659180
	Iteration 61Q: 3 clusters Score -883387.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -883418.812500 Penalty: 4363.659180
	Iteration 62Q: 3 clusters Score -883418.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -883460.625000 Penalty: 4363.659180
	Iteration 63Q: 3 clusters Score -883460.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -883522.437500 Penalty: 4363.659180
	Iteration 64Q: 3 clusters Score -883522.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -883604.250000 Penalty: 4363.659180
	Iteration 65Q: 3 clusters Score -883604.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -883683.125000 Penalty: 4363.659180
	Iteration 66Q: 3 clusters Score -883683.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -883754.062500 Penalty: 4363.659180
	Iteration 67Q: 3 clusters Score -883754.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -883820.312500 Penalty: 4363.659180
	Iteration 68Q: 3 clusters Score -883820.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -883881.000000 Penalty: 4363.659180
	Iteration 69Q: 3 clusters Score -883881 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -883940.812500 Penalty: 4363.659180
	Iteration 70Q: 3 clusters Score -883940.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -884002.375000 Penalty: 4363.659180
	Iteration 71Q: 3 clusters Score -884002.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -884059.875000 Penalty: 4363.659180
	Iteration 72Q: 3 clusters Score -884059.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -884121.562500 Penalty: 4363.659180
	Iteration 73Q: 3 clusters Score -884121.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -884182.562500 Penalty: 4363.659180
	Iteration 74Q: 3 clusters Score -884182.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -884240.000000 Penalty: 4363.659180
	Iteration 75Q: 3 clusters Score -884240 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -884291.312500 Penalty: 4363.659180
	Iteration 76Q: 3 clusters Score -884291.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -884327.125000 Penalty: 4363.659180
	Iteration 77Q: 3 clusters Score -884327.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -884344.625000 Penalty: 4363.659180
	Iteration 78Q: 3 clusters Score -884344.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -884357.125000 Penalty: 4363.659180
	Iteration 79Q: 3 clusters Score -884357.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -884374.750000 Penalty: 4363.659180
	Iteration 80F: 3 clusters Score -884374.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -884382.062500 Penalty: 4363.659180
	Iteration 81Q: 3 clusters Score -884382.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -884385.250000 Penalty: 4363.659180
	Iteration 82Q: 3 clusters Score -884385.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -884390.312500 Penalty: 4363.659180
	Iteration 83Q: 3 clusters Score -884390.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -884397.125000 Penalty: 4363.659180
	Iteration 84Q: 3 clusters Score -884397.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -884401.250000 Penalty: 4363.659180
	Iteration 85Q: 3 clusters Score -884401.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -884406.375000 Penalty: 4363.659180
	Iteration 86Q: 3 clusters Score -884406.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -884410.437500 Penalty: 4363.659180
	Iteration 87Q: 3 clusters Score -884410.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -884410.625000 Penalty: 4363.659180
	Iteration 88Q: 3 clusters Score -884410.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -884415.062500 Penalty: 4363.659180
	Iteration 89Q: 3 clusters Score -884415.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -884419.125000 Penalty: 4363.659180
	Iteration 90Q: 3 clusters Score -884419.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -884421.750000 Penalty: 4363.659180
	Iteration 91Q: 3 clusters Score -884421.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -884425.437500 Penalty: 4363.659180
	Iteration 92Q: 3 clusters Score -884425.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -884427.812500 Penalty: 4363.659180
	Iteration 93Q: 3 clusters Score -884427.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -884431.625000 Penalty: 4363.659180
	Iteration 94Q: 3 clusters Score -884431.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -884432.250000 Penalty: 4363.659180
	Iteration 95Q: 3 clusters Score -884432.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -884432.250000 Penalty: 4363.659180
	Iteration 96F: 3 clusters Score -884432.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Entering Unmasked Estep 
Score: -1745469.250000 Penalty: 2354.534424
	Iteration 0F: 2 clusters Score -1745469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1735763.625000 Penalty: 4709.068848
	Iteration 0F: 3 clusters Score -1735764 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1738762.375000 Penalty: 4709.068848
	Iteration 1F: 3 clusters Score -1738762 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1739088.125000 Penalty: 4709.068848
	Iteration 2F: 3 clusters Score -1739088 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1739333.625000 Penalty: 4709.068848
	Iteration 3Q: 3 clusters Score -1739334 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1739514.500000 Penalty: 4709.068848
	Iteration 4Q: 3 clusters Score -1739514 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1739673.000000 Penalty: 4709.068848
	Iteration 5Q: 3 clusters Score -1739673 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1739811.750000 Penalty: 4709.068848
	Iteration 6Q: 3 clusters Score -1739812 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1739943.500000 Penalty: 4709.068848
	Iteration 7Q: 3 clusters Score -1739944 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1740113.500000 Penalty: 4709.068848
	Iteration 8Q: 3 clusters Score -1740114 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1740329.250000 Penalty: 4709.068848
	Iteration 9Q: 3 clusters Score -1740329 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1740628.875000 Penalty: 4709.068848
	Iteration 10Q: 3 clusters Score -1740629 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1741033.250000 Penalty: 4709.068848
	Iteration 11Q: 3 clusters Score -1741033 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1741520.625000 Penalty: 4709.068848
	Iteration 12F: 3 clusters Score -1741521 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1742066.625000 Penalty: 4709.068848
	Iteration 13F: 3 clusters Score -1742067 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1742633.875000 Penalty: 4709.068848
	Iteration 14Q: 3 clusters Score -1742634 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1743093.000000 Penalty: 4709.068848
	Iteration 15Q: 3 clusters Score -1743093 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1743393.875000 Penalty: 4709.068848
	Iteration 16Q: 3 clusters Score -1743394 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1743549.875000 Penalty: 4709.068848
	Iteration 17Q: 3 clusters Score -1743550 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1743651.500000 Penalty: 4709.068848
	Iteration 18Q: 3 clusters Score -1743652 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1743720.750000 Penalty: 4709.068848
	Iteration 19Q: 3 clusters Score -1743721 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1743772.500000 Penalty: 4709.068848
	Iteration 20F: 3 clusters Score -1743772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1743794.375000 Penalty: 4709.068848
	Iteration 21Q: 3 clusters Score -1743794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1743809.625000 Penalty: 4709.068848
	Iteration 22Q: 3 clusters Score -1743810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1743817.875000 Penalty: 4709.068848
	Iteration 23Q: 3 clusters Score -1743818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1743826.375000 Penalty: 4709.068848
	Iteration 24Q: 3 clusters Score -1743826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1743829.750000 Penalty: 4709.068848
	Iteration 25Q: 3 clusters Score -1743830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1743835.750000 Penalty: 4709.068848
	Iteration 26Q: 3 clusters Score -1743836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1743839.000000 Penalty: 4709.068848
	Iteration 27Q: 3 clusters Score -1743839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1743840.875000 Penalty: 4709.068848
	Iteration 28Q: 3 clusters Score -1743841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1743841.750000 Penalty: 4709.068848
	Iteration 29Q: 3 clusters Score -1743842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1743841.750000 Penalty: 4709.068848
	Iteration 30F: 3 clusters Score -1743842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (201366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201366 members 
Entering Unmasked Estep 
Score: -27613046.000000 Penalty: 3028.793945
	Iteration 0F: 2 clusters Score -2.761305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100568 members 
Mstep: Class 2 contains 100798 members 
Entering Unmasked Estep 
Score: -27482216.000000 Penalty: 6057.587891
	Iteration 0F: 3 clusters Score -2.748222e+07 nChanged 96722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97504 members 
Mstep: Class 2 contains 103862 members 
Entering Unmasked Estep 
Score: -27539136.000000 Penalty: 6057.587891
	Iteration 1F: 3 clusters Score -2.753914e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95911 members 
Mstep: Class 2 contains 105455 members 
Entering Unmasked Estep 
Score: -27540226.000000 Penalty: 6057.587891
	Iteration 2Q: 3 clusters Score -2.754023e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93392 members 
Mstep: Class 2 contains 107974 members 
Entering Unmasked Estep 
Score: -27541644.000000 Penalty: 6057.587891
	Iteration 3Q: 3 clusters Score -2.754164e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89611 members 
Mstep: Class 2 contains 111755 members 
Entering Unmasked Estep 
Score: -27543962.000000 Penalty: 6057.587891
	Iteration 4Q: 3 clusters Score -2.754396e+07 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83862 members 
Mstep: Class 2 contains 117504 members 
Entering Unmasked Estep 
Score: -27548378.000000 Penalty: 6057.587891
	Iteration 5Q: 3 clusters Score -2.754838e+07 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75442 members 
Mstep: Class 2 contains 125924 members 
Entering Unmasked Estep 
Score: -27555964.000000 Penalty: 6057.587891
	Iteration 6F: 3 clusters Score -2.755596e+07 nChanged 14944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64370 members 
Mstep: Class 2 contains 136996 members 
Entering Unmasked Estep 
Score: -27566768.000000 Penalty: 6057.587891
	Iteration 7F: 3 clusters Score -2.756677e+07 nChanged 15544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52480 members 
Mstep: Class 2 contains 148886 members 
Entering Unmasked Estep 
Score: -27579404.000000 Penalty: 6057.587891
	Iteration 8F: 3 clusters Score -2.75794e+07 nChanged 13320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 159654 members 
Entering Unmasked Estep 
Score: -27591464.000000 Penalty: 6057.587891
	Iteration 9F: 3 clusters Score -2.759146e+07 nChanged 9868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 167866 members 
Entering Unmasked Estep 
Score: -27599556.000000 Penalty: 6057.587891
	Iteration 10Q: 3 clusters Score -2.759956e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 173620 members 
Entering Unmasked Estep 
Score: -27603854.000000 Penalty: 6057.587891
	Iteration 11Q: 3 clusters Score -2.760385e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 178423 members 
Entering Unmasked Estep 
Score: -27606368.000000 Penalty: 6057.587891
	Iteration 12Q: 3 clusters Score -2.760637e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 182527 members 
Entering Unmasked Estep 
Score: -27608002.000000 Penalty: 6057.587891
	Iteration 13Q: 3 clusters Score -2.7608e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 186085 members 
Entering Unmasked Estep 
Score: -27609060.000000 Penalty: 6057.587891
	Iteration 14Q: 3 clusters Score -2.760906e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 189127 members 
Entering Unmasked Estep 
Score: -27610004.000000 Penalty: 6057.587891
	Iteration 15Q: 3 clusters Score -2.761e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 191640 members 
Entering Unmasked Estep 
Score: -27610772.000000 Penalty: 6057.587891
	Iteration 16Q: 3 clusters Score -2.761077e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 193592 members 
Entering Unmasked Estep 
Score: -27611284.000000 Penalty: 6057.587891
	Iteration 17Q: 3 clusters Score -2.761128e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 195116 members 
Entering Unmasked Estep 
Score: -27611572.000000 Penalty: 6057.587891
	Iteration 18Q: 3 clusters Score -2.761157e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 196282 members 
Entering Unmasked Estep 
Score: -27611744.000000 Penalty: 6057.587891
	Iteration 19Q: 3 clusters Score -2.761174e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 197171 members 
Entering Unmasked Estep 
Score: -27611682.000000 Penalty: 6057.587891
	Iteration 20F: 3 clusters Score -2.761168e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 197819 members 
Entering Unmasked Estep 
Score: -27611650.000000 Penalty: 6057.587891
	Iteration 21Q: 3 clusters Score -2.761165e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 198304 members 
Entering Unmasked Estep 
Score: -27611750.000000 Penalty: 6057.587891
	Iteration 22Q: 3 clusters Score -2.761175e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 198637 members 
Entering Unmasked Estep 
Score: -27611724.000000 Penalty: 6057.587891
	Iteration 23Q: 3 clusters Score -2.761172e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 198909 members 
Entering Unmasked Estep 
Score: -27611664.000000 Penalty: 6057.587891
	Iteration 24Q: 3 clusters Score -2.761166e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 199114 members 
Entering Unmasked Estep 
Score: -27611622.000000 Penalty: 6057.587891
	Iteration 25Q: 3 clusters Score -2.761162e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 199281 members 
Entering Unmasked Estep 
Score: -27611542.000000 Penalty: 6057.587891
	Iteration 26Q: 3 clusters Score -2.761154e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 199408 members 
Entering Unmasked Estep 
Score: -27611574.000000 Penalty: 6057.587891
	Iteration 27Q: 3 clusters Score -2.761157e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 199509 members 
Entering Unmasked Estep 
Score: -27611554.000000 Penalty: 6057.587891
	Iteration 28Q: 3 clusters Score -2.761155e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 199597 members 
Entering Unmasked Estep 
Score: -27611516.000000 Penalty: 6057.587891
	Iteration 29Q: 3 clusters Score -2.761152e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 199659 members 
Entering Unmasked Estep 
Score: -27611544.000000 Penalty: 6057.587891
	Iteration 30Q: 3 clusters Score -2.761154e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 199714 members 
Entering Unmasked Estep 
Score: -27611518.000000 Penalty: 6057.587891
	Iteration 31Q: 3 clusters Score -2.761152e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 199756 members 
Entering Unmasked Estep 
Score: -27611482.000000 Penalty: 6057.587891
	Iteration 32Q: 3 clusters Score -2.761148e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 199792 members 
Entering Unmasked Estep 
Score: -27611496.000000 Penalty: 6057.587891
	Iteration 33Q: 3 clusters Score -2.76115e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 199825 members 
Entering Unmasked Estep 
Score: -27611490.000000 Penalty: 6057.587891
	Iteration 34Q: 3 clusters Score -2.761149e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 199862 members 
Entering Unmasked Estep 
Score: -27611514.000000 Penalty: 6057.587891
	Iteration 35Q: 3 clusters Score -2.761151e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 199892 members 
Entering Unmasked Estep 
Score: -27611496.000000 Penalty: 6057.587891
	Iteration 36Q: 3 clusters Score -2.76115e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 199920 members 
Entering Unmasked Estep 
Score: -27611492.000000 Penalty: 6057.587891
	Iteration 37Q: 3 clusters Score -2.761149e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 199947 members 
Entering Unmasked Estep 
Score: -27611472.000000 Penalty: 6057.587891
	Iteration 38Q: 3 clusters Score -2.761147e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 199966 members 
Entering Unmasked Estep 
Score: -27611466.000000 Penalty: 6057.587891
	Iteration 39Q: 3 clusters Score -2.761147e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 199990 members 
Entering Unmasked Estep 
Score: -27611476.000000 Penalty: 6057.587891
	Iteration 40F: 3 clusters Score -2.761148e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 200015 members 
Entering Unmasked Estep 
Score: -27611450.000000 Penalty: 6057.587891
	Iteration 41Q: 3 clusters Score -2.761145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 200026 members 
Entering Unmasked Estep 
Score: -27611442.000000 Penalty: 6057.587891
	Iteration 42Q: 3 clusters Score -2.761144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 200039 members 
Entering Unmasked Estep 
Score: -27611412.000000 Penalty: 6057.587891
	Iteration 43Q: 3 clusters Score -2.761141e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 200053 members 
Entering Unmasked Estep 
Score: -27611430.000000 Penalty: 6057.587891
	Iteration 44Q: 3 clusters Score -2.761143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 200064 members 
Entering Unmasked Estep 
Score: -27611428.000000 Penalty: 6057.587891
	Iteration 45Q: 3 clusters Score -2.761143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 200068 members 
Entering Unmasked Estep 
Score: -27611414.000000 Penalty: 6057.587891
	Iteration 46Q: 3 clusters Score -2.761141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 200077 members 
Entering Unmasked Estep 
Score: -27611428.000000 Penalty: 6057.587891
	Iteration 47Q: 3 clusters Score -2.761143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 200082 members 
Entering Unmasked Estep 
Score: -27611434.000000 Penalty: 6057.587891
	Iteration 48Q: 3 clusters Score -2.761143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 200087 members 
Entering Unmasked Estep 
Score: -27611432.000000 Penalty: 6057.587891
	Iteration 49Q: 3 clusters Score -2.761143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 200090 members 
Entering Unmasked Estep 
Score: -27611438.000000 Penalty: 6057.587891
	Iteration 50Q: 3 clusters Score -2.761144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 200093 members 
Entering Unmasked Estep 
Score: -27611442.000000 Penalty: 6057.587891
	Iteration 51Q: 3 clusters Score -2.761144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 200094 members 
Entering Unmasked Estep 
Score: -27611442.000000 Penalty: 6057.587891
	Iteration 52Q: 3 clusters Score -2.761144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 200094 members 
Entering Unmasked Estep 
Score: -27611442.000000 Penalty: 6057.587891
	Iteration 53F: 3 clusters Score -2.761144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (66849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66849 members 
Entering Unmasked Estep 
Score: -9234513.000000 Penalty: 2755.327393
	Iteration 0F: 2 clusters Score -9234513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -9189747.000000 Penalty: 5510.654785
	Iteration 0F: 3 clusters Score -9189747 nChanged 31283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -9206919.000000 Penalty: 5510.654785
	Iteration 1F: 3 clusters Score -9206919 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -9207435.000000 Penalty: 5510.654785
	Iteration 2Q: 3 clusters Score -9207435 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -9207840.000000 Penalty: 5510.654785
	Iteration 3Q: 3 clusters Score -9207840 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -9208172.000000 Penalty: 5510.654785
	Iteration 4Q: 3 clusters Score -9208172 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -9208545.000000 Penalty: 5510.654785
	Iteration 5Q: 3 clusters Score -9208545 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -9208955.000000 Penalty: 5510.654785
	Iteration 6Q: 3 clusters Score -9208955 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -9209393.000000 Penalty: 5510.654785
	Iteration 7Q: 3 clusters Score -9209393 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -9209994.000000 Penalty: 5510.654785
	Iteration 8Q: 3 clusters Score -9209994 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -9210861.000000 Penalty: 5510.654785
	Iteration 9Q: 3 clusters Score -9210861 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -9212246.000000 Penalty: 5510.654785
	Iteration 10Q: 3 clusters Score -9212246 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -9214315.000000 Penalty: 5510.654785
	Iteration 11F: 3 clusters Score -9214315 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -9217309.000000 Penalty: 5510.654785
	Iteration 12F: 3 clusters Score -9217309 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -9220814.000000 Penalty: 5510.654785
	Iteration 13F: 3 clusters Score -9220814 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -9224343.000000 Penalty: 5510.654785
	Iteration 14F: 3 clusters Score -9224343 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60816 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -9227269.000000 Penalty: 5510.654785
	Iteration 15Q: 3 clusters Score -9227269 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -9229310.000000 Penalty: 5510.654785
	Iteration 16Q: 3 clusters Score -9229310 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64448 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -9230556.000000 Penalty: 5510.654785
	Iteration 17Q: 3 clusters Score -9230556 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65212 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -9231280.000000 Penalty: 5510.654785
	Iteration 18Q: 3 clusters Score -9231280 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -9231679.000000 Penalty: 5510.654785
	Iteration 19Q: 3 clusters Score -9231679 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65823 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9231924.000000 Penalty: 5510.654785
	Iteration 20F: 3 clusters Score -9231924 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65927 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -9232033.000000 Penalty: 5510.654785
	Iteration 21Q: 3 clusters Score -9232033 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9232113.000000 Penalty: 5510.654785
	Iteration 22Q: 3 clusters Score -9232113 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66050 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9232154.000000 Penalty: 5510.654785
	Iteration 23Q: 3 clusters Score -9232154 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66085 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9232191.000000 Penalty: 5510.654785
	Iteration 24Q: 3 clusters Score -9232191 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9232212.000000 Penalty: 5510.654785
	Iteration 25Q: 3 clusters Score -9232212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9232218.000000 Penalty: 5510.654785
	Iteration 26Q: 3 clusters Score -9232218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66126 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9232241.000000 Penalty: 5510.654785
	Iteration 27Q: 3 clusters Score -9232241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66133 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9232232.000000 Penalty: 5510.654785
	Iteration 28Q: 3 clusters Score -9232232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66133 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9232223.000000 Penalty: 5510.654785
	Iteration 29Q: 3 clusters Score -9232223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66135 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9232230.000000 Penalty: 5510.654785
	Iteration 30Q: 3 clusters Score -9232230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66137 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -9232225.000000 Penalty: 5510.654785
	Iteration 31Q: 3 clusters Score -9232225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66139 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9232232.000000 Penalty: 5510.654785
	Iteration 32Q: 3 clusters Score -9232232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66139 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9232232.000000 Penalty: 5510.654785
	Iteration 33F: 3 clusters Score -9232232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Entering Unmasked Estep 
Score: -287765.000000 Penalty: 1907.757324
	Iteration 0F: 2 clusters Score -287765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -285055.031250 Penalty: 3815.514648
	Iteration 0F: 3 clusters Score -285055 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -285664.875000 Penalty: 3815.514648
	Iteration 1F: 3 clusters Score -285664.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -285808.093750 Penalty: 3815.514648
	Iteration 2F: 3 clusters Score -285808.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -285890.781250 Penalty: 3815.514648
	Iteration 3Q: 3 clusters Score -285890.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -285950.843750 Penalty: 3815.514648
	Iteration 4Q: 3 clusters Score -285950.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -285993.500000 Penalty: 3815.514648
	Iteration 5Q: 3 clusters Score -285993.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -286042.500000 Penalty: 3815.514648
	Iteration 6Q: 3 clusters Score -286042.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -286096.593750 Penalty: 3815.514648
	Iteration 7Q: 3 clusters Score -286096.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -286147.093750 Penalty: 3815.514648
	Iteration 8Q: 3 clusters Score -286147.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -286189.281250 Penalty: 3815.514648
	Iteration 9Q: 3 clusters Score -286189.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -286223.718750 Penalty: 3815.514648
	Iteration 10Q: 3 clusters Score -286223.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -286250.906250 Penalty: 3815.514648
	Iteration 11Q: 3 clusters Score -286250.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -286273.843750 Penalty: 3815.514648
	Iteration 12Q: 3 clusters Score -286273.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -286290.375000 Penalty: 3815.514648
	Iteration 13Q: 3 clusters Score -286290.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -286301.375000 Penalty: 3815.514648
	Iteration 14Q: 3 clusters Score -286301.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -286318.593750 Penalty: 3815.514648
	Iteration 15Q: 3 clusters Score -286318.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -286339.250000 Penalty: 3815.514648
	Iteration 16Q: 3 clusters Score -286339.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -286359.625000 Penalty: 3815.514648
	Iteration 17Q: 3 clusters Score -286359.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -286368.000000 Penalty: 3815.514648
	Iteration 18Q: 3 clusters Score -286368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -286371.718750 Penalty: 3815.514648
	Iteration 19Q: 3 clusters Score -286371.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -286377.468750 Penalty: 3815.514648
	Iteration 20F: 3 clusters Score -286377.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -286385.125000 Penalty: 3815.514648
	Iteration 21Q: 3 clusters Score -286385.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -286389.031250 Penalty: 3815.514648
	Iteration 22Q: 3 clusters Score -286389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -286390.312500 Penalty: 3815.514648
	Iteration 23Q: 3 clusters Score -286390.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -286391.906250 Penalty: 3815.514648
	Iteration 24Q: 3 clusters Score -286391.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -286395.406250 Penalty: 3815.514648
	Iteration 25Q: 3 clusters Score -286395.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -286400.937500 Penalty: 3815.514648
	Iteration 26Q: 3 clusters Score -286400.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -286404.500000 Penalty: 3815.514648
	Iteration 27Q: 3 clusters Score -286404.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -286406.968750 Penalty: 3815.514648
	Iteration 28Q: 3 clusters Score -286407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -286407.937500 Penalty: 3815.514648
	Iteration 29Q: 3 clusters Score -286407.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -286408.031250 Penalty: 3815.514648
	Iteration 30Q: 3 clusters Score -286408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -286410.187500 Penalty: 3815.514648
	Iteration 31Q: 3 clusters Score -286410.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -286411.937500 Penalty: 3815.514648
	Iteration 32Q: 3 clusters Score -286411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -286412.781250 Penalty: 3815.514648
	Iteration 33Q: 3 clusters Score -286412.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -286412.781250 Penalty: 3815.514648
	Iteration 34F: 3 clusters Score -286412.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Entering Unmasked Estep 
Score: -5128367.000000 Penalty: 2607.488770
	Iteration 0F: 2 clusters Score -5128367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -5103314.500000 Penalty: 5214.977539
	Iteration 0F: 3 clusters Score -5103314 nChanged 16779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -5112379.000000 Penalty: 5214.977539
	Iteration 1F: 3 clusters Score -5112379 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -5112909.500000 Penalty: 5214.977539
	Iteration 2Q: 3 clusters Score -5112910 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -5113400.500000 Penalty: 5214.977539
	Iteration 3Q: 3 clusters Score -5113400 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -5113919.000000 Penalty: 5214.977539
	Iteration 4Q: 3 clusters Score -5113919 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -5114536.500000 Penalty: 5214.977539
	Iteration 5Q: 3 clusters Score -5114536 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -5115354.500000 Penalty: 5214.977539
	Iteration 6Q: 3 clusters Score -5115354 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -5116508.500000 Penalty: 5214.977539
	Iteration 7F: 3 clusters Score -5116508 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -5118229.000000 Penalty: 5214.977539
	Iteration 8F: 3 clusters Score -5118229 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -5120298.500000 Penalty: 5214.977539
	Iteration 9F: 3 clusters Score -5120298 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -5122228.500000 Penalty: 5214.977539
	Iteration 10F: 3 clusters Score -5122228 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -5123369.000000 Penalty: 5214.977539
	Iteration 11Q: 3 clusters Score -5123369 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -5123878.500000 Penalty: 5214.977539
	Iteration 12Q: 3 clusters Score -5123878 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -5124105.000000 Penalty: 5214.977539
	Iteration 13Q: 3 clusters Score -5124105 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -5124260.500000 Penalty: 5214.977539
	Iteration 14Q: 3 clusters Score -5124260 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -5124403.500000 Penalty: 5214.977539
	Iteration 15Q: 3 clusters Score -5124404 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -5124511.000000 Penalty: 5214.977539
	Iteration 16Q: 3 clusters Score -5124511 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -5124640.500000 Penalty: 5214.977539
	Iteration 17Q: 3 clusters Score -5124640 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -5124739.000000 Penalty: 5214.977539
	Iteration 18Q: 3 clusters Score -5124739 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -5124843.000000 Penalty: 5214.977539
	Iteration 19Q: 3 clusters Score -5124843 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -5124967.000000 Penalty: 5214.977539
	Iteration 20F: 3 clusters Score -5124967 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -5125054.500000 Penalty: 5214.977539
	Iteration 21Q: 3 clusters Score -5125054 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -5125145.000000 Penalty: 5214.977539
	Iteration 22Q: 3 clusters Score -5125145 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -5125222.000000 Penalty: 5214.977539
	Iteration 23Q: 3 clusters Score -5125222 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -5125337.500000 Penalty: 5214.977539
	Iteration 24Q: 3 clusters Score -5125338 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -5125419.000000 Penalty: 5214.977539
	Iteration 25Q: 3 clusters Score -5125419 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -5125495.500000 Penalty: 5214.977539
	Iteration 26Q: 3 clusters Score -5125496 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -5125576.500000 Penalty: 5214.977539
	Iteration 27Q: 3 clusters Score -5125576 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -5125674.000000 Penalty: 5214.977539
	Iteration 28Q: 3 clusters Score -5125674 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -5125743.500000 Penalty: 5214.977539
	Iteration 29Q: 3 clusters Score -5125744 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -5125793.000000 Penalty: 5214.977539
	Iteration 30Q: 3 clusters Score -5125793 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -5125829.500000 Penalty: 5214.977539
	Iteration 31Q: 3 clusters Score -5125830 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -5125882.000000 Penalty: 5214.977539
	Iteration 32Q: 3 clusters Score -5125882 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -5125918.000000 Penalty: 5214.977539
	Iteration 33Q: 3 clusters Score -5125918 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5125973.000000 Penalty: 5214.977539
	Iteration 34Q: 3 clusters Score -5125973 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5126023.500000 Penalty: 5214.977539
	Iteration 35Q: 3 clusters Score -5126024 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5126058.000000 Penalty: 5214.977539
	Iteration 36Q: 3 clusters Score -5126058 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5126083.000000 Penalty: 5214.977539
	Iteration 37Q: 3 clusters Score -5126083 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5126120.500000 Penalty: 5214.977539
	Iteration 38Q: 3 clusters Score -5126120 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5126159.500000 Penalty: 5214.977539
	Iteration 39Q: 3 clusters Score -5126160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5126183.500000 Penalty: 5214.977539
	Iteration 40F: 3 clusters Score -5126184 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5126199.500000 Penalty: 5214.977539
	Iteration 41Q: 3 clusters Score -5126200 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5126228.500000 Penalty: 5214.977539
	Iteration 42Q: 3 clusters Score -5126228 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5126255.500000 Penalty: 5214.977539
	Iteration 43Q: 3 clusters Score -5126256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5126271.000000 Penalty: 5214.977539
	Iteration 44Q: 3 clusters Score -5126271 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5126273.500000 Penalty: 5214.977539
	Iteration 45Q: 3 clusters Score -5126274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5126301.500000 Penalty: 5214.977539
	Iteration 46Q: 3 clusters Score -5126302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5126312.000000 Penalty: 5214.977539
	Iteration 47Q: 3 clusters Score -5126312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5126325.000000 Penalty: 5214.977539
	Iteration 48Q: 3 clusters Score -5126325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5126321.000000 Penalty: 5214.977539
	Iteration 49Q: 3 clusters Score -5126321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5126340.000000 Penalty: 5214.977539
	Iteration 50Q: 3 clusters Score -5126340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5126346.500000 Penalty: 5214.977539
	Iteration 51Q: 3 clusters Score -5126346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5126364.500000 Penalty: 5214.977539
	Iteration 52Q: 3 clusters Score -5126364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5126373.000000 Penalty: 5214.977539
	Iteration 53Q: 3 clusters Score -5126373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5126368.000000 Penalty: 5214.977539
	Iteration 54Q: 3 clusters Score -5126368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5126397.000000 Penalty: 5214.977539
	Iteration 55Q: 3 clusters Score -5126397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5126402.500000 Penalty: 5214.977539
	Iteration 56Q: 3 clusters Score -5126402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5126428.000000 Penalty: 5214.977539
	Iteration 57Q: 3 clusters Score -5126428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5126429.500000 Penalty: 5214.977539
	Iteration 58Q: 3 clusters Score -5126430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5126436.500000 Penalty: 5214.977539
	Iteration 59Q: 3 clusters Score -5126436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5126447.000000 Penalty: 5214.977539
	Iteration 60F: 3 clusters Score -5126447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5126463.500000 Penalty: 5214.977539
	Iteration 61Q: 3 clusters Score -5126464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5126455.000000 Penalty: 5214.977539
	Iteration 62Q: 3 clusters Score -5126455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5126458.500000 Penalty: 5214.977539
	Iteration 63Q: 3 clusters Score -5126458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5126467.500000 Penalty: 5214.977539
	Iteration 64Q: 3 clusters Score -5126468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5126469.500000 Penalty: 5214.977539
	Iteration 65Q: 3 clusters Score -5126470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5126471.000000 Penalty: 5214.977539
	Iteration 66Q: 3 clusters Score -5126471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5126467.500000 Penalty: 5214.977539
	Iteration 67Q: 3 clusters Score -5126468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5126472.000000 Penalty: 5214.977539
	Iteration 68Q: 3 clusters Score -5126472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5126472.500000 Penalty: 5214.977539
	Iteration 69Q: 3 clusters Score -5126472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5126469.500000 Penalty: 5214.977539
	Iteration 70Q: 3 clusters Score -5126470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5126469.500000 Penalty: 5214.977539
	Iteration 71F: 3 clusters Score -5126470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Entering Unmasked Estep 
Score: -129102.445312 Penalty: 1713.371216
	Iteration 0F: 2 clusters Score -129102.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -127182.156250 Penalty: 3426.742432
	Iteration 0F: 3 clusters Score -127182.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -127498.085938 Penalty: 3426.742432
	Iteration 1F: 3 clusters Score -127498.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -127620.453125 Penalty: 3426.742432
	Iteration 2F: 3 clusters Score -127620.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -127665.328125 Penalty: 3426.742432
	Iteration 3Q: 3 clusters Score -127665.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -127692.343750 Penalty: 3426.742432
	Iteration 4Q: 3 clusters Score -127692.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -127723.648438 Penalty: 3426.742432
	Iteration 5Q: 3 clusters Score -127723.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -127753.257812 Penalty: 3426.742432
	Iteration 6Q: 3 clusters Score -127753.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -127774.078125 Penalty: 3426.742432
	Iteration 7Q: 3 clusters Score -127774.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -127803.343750 Penalty: 3426.742432
	Iteration 8Q: 3 clusters Score -127803.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -127830.570312 Penalty: 3426.742432
	Iteration 9Q: 3 clusters Score -127830.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -127849.796875 Penalty: 3426.742432
	Iteration 10Q: 3 clusters Score -127849.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -127870.554688 Penalty: 3426.742432
	Iteration 11Q: 3 clusters Score -127870.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -127897.859375 Penalty: 3426.742432
	Iteration 12Q: 3 clusters Score -127897.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -127912.703125 Penalty: 3426.742432
	Iteration 13Q: 3 clusters Score -127912.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -127918.609375 Penalty: 3426.742432
	Iteration 14Q: 3 clusters Score -127918.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -127926.835938 Penalty: 3426.742432
	Iteration 15Q: 3 clusters Score -127926.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -127942.046875 Penalty: 3426.742432
	Iteration 16Q: 3 clusters Score -127942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -127969.218750 Penalty: 3426.742432
	Iteration 17Q: 3 clusters Score -127969.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -128001.609375 Penalty: 3426.742432
	Iteration 18Q: 3 clusters Score -128001.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -128026.570312 Penalty: 3426.742432
	Iteration 19Q: 3 clusters Score -128026.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -128082.710938 Penalty: 3426.742432
	Iteration 20F: 3 clusters Score -128082.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -128128.632812 Penalty: 3426.742432
	Iteration 21Q: 3 clusters Score -128128.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -128166.984375 Penalty: 3426.742432
	Iteration 22Q: 3 clusters Score -128167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -128216.101562 Penalty: 3426.742432
	Iteration 23Q: 3 clusters Score -128216.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -128295.867188 Penalty: 3426.742432
	Iteration 24Q: 3 clusters Score -128295.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -128431.054688 Penalty: 3426.742432
	Iteration 25Q: 3 clusters Score -128431.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -128635.234375 Penalty: 3426.742432
	Iteration 26Q: 3 clusters Score -128635.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -128739.828125 Penalty: 3426.742432
	Iteration 27Q: 3 clusters Score -128739.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -128752.343750 Penalty: 3426.742432
	Iteration 28Q: 3 clusters Score -128752.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -128757.140625 Penalty: 3426.742432
	Iteration 29Q: 3 clusters Score -128757.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -128759.750000 Penalty: 3426.742432
	Iteration 30Q: 3 clusters Score -128759.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -128759.750000 Penalty: 3426.742432
	Iteration 31F: 3 clusters Score -128759.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Entering Unmasked Estep 
Score: -200846.890625 Penalty: 1827.661011
	Iteration 0F: 2 clusters Score -200846.9 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 803 members 
Entering Unmasked Estep 
Score: -198526.796875 Penalty: 3655.322021
	Iteration 0F: 3 clusters Score -198526.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -199232.453125 Penalty: 3655.322021
	Iteration 1F: 3 clusters Score -199232.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -199591.078125 Penalty: 3655.322021
	Iteration 2F: 3 clusters Score -199591.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -199845.328125 Penalty: 3655.322021
	Iteration 3F: 3 clusters Score -199845.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -200107.843750 Penalty: 3655.322021
	Iteration 4F: 3 clusters Score -200107.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -200359.937500 Penalty: 3655.322021
	Iteration 5F: 3 clusters Score -200359.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -200610.812500 Penalty: 3655.322021
	Iteration 6Q: 3 clusters Score -200610.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -200704.937500 Penalty: 3655.322021
	Iteration 7Q: 3 clusters Score -200704.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -200777.687500 Penalty: 3655.322021
	Iteration 8Q: 3 clusters Score -200777.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -200830.921875 Penalty: 3655.322021
	Iteration 9Q: 3 clusters Score -200830.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -200881.828125 Penalty: 3655.322021
	Iteration 10Q: 3 clusters Score -200881.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -200935.734375 Penalty: 3655.322021
	Iteration 11Q: 3 clusters Score -200935.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -201025.890625 Penalty: 3655.322021
	Iteration 12Q: 3 clusters Score -201025.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -201118.937500 Penalty: 3655.322021
	Iteration 13Q: 3 clusters Score -201118.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -201203.406250 Penalty: 3655.322021
	Iteration 14Q: 3 clusters Score -201203.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -201230.468750 Penalty: 3655.322021
	Iteration 15Q: 3 clusters Score -201230.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -201244.593750 Penalty: 3655.322021
	Iteration 16Q: 3 clusters Score -201244.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -201249.609375 Penalty: 3655.322021
	Iteration 17Q: 3 clusters Score -201249.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -201253.500000 Penalty: 3655.322021
	Iteration 18Q: 3 clusters Score -201253.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -201256.343750 Penalty: 3655.322021
	Iteration 19Q: 3 clusters Score -201256.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -201257.125000 Penalty: 3655.322021
	Iteration 20F: 3 clusters Score -201257.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 172293 members 
Mstep: Class 3 contains 20708 members 
Mstep: Class 4 contains 57149 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 201366 members 
Mstep: Class 8 contains 66849 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36830 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 704 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 14 contains 883 members 
Mstep: Class 16 contains 179064 members 
Mstep: Class 17 contains 30510 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15933 members 
Entering Unmasked Estep 
Score: -116075640.000000 Penalty: 60989.933594
Splitting cluster 12 changes total score from -116076696.000000 to -116075640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -70581.007812 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -70581.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -69023.226562 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -69023.23 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69239.632812 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -69239.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -69336.679688 Penalty: 3154.348633
	Iteration 2F: 3 clusters Score -69336.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -69411.046875 Penalty: 3154.348633
	Iteration 3Q: 3 clusters Score -69411.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69424.593750 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -69424.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69428.406250 Penalty: 3154.348633
	Iteration 5Q: 3 clusters Score -69428.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69428.406250 Penalty: 3154.348633
	Iteration 6F: 3 clusters Score -69428.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (179064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179064 members 
Entering Unmasked Estep 
Score: -24626302.000000 Penalty: 2999.683838
	Iteration 0F: 2 clusters Score -2.46263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89489 members 
Mstep: Class 2 contains 89575 members 
Entering Unmasked Estep 
Score: -24511754.000000 Penalty: 5999.367676
	Iteration 0F: 3 clusters Score -2.451175e+07 nChanged 85825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87834 members 
Mstep: Class 2 contains 91230 members 
Entering Unmasked Estep 
Score: -24561612.000000 Penalty: 5999.367676
	Iteration 1F: 3 clusters Score -2.456161e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86892 members 
Mstep: Class 2 contains 92172 members 
Entering Unmasked Estep 
Score: -24562846.000000 Penalty: 5999.367676
	Iteration 2Q: 3 clusters Score -2.456285e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85484 members 
Mstep: Class 2 contains 93580 members 
Entering Unmasked Estep 
Score: -24564202.000000 Penalty: 5999.367676
	Iteration 3Q: 3 clusters Score -2.45642e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83314 members 
Mstep: Class 2 contains 95750 members 
Entering Unmasked Estep 
Score: -24565712.000000 Penalty: 5999.367676
	Iteration 4Q: 3 clusters Score -2.456571e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80220 members 
Mstep: Class 2 contains 98844 members 
Entering Unmasked Estep 
Score: -24567898.000000 Penalty: 5999.367676
	Iteration 5Q: 3 clusters Score -2.45679e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75688 members 
Mstep: Class 2 contains 103376 members 
Entering Unmasked Estep 
Score: -24571156.000000 Penalty: 5999.367676
	Iteration 6Q: 3 clusters Score -2.457116e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69441 members 
Mstep: Class 2 contains 109623 members 
Entering Unmasked Estep 
Score: -24575756.000000 Penalty: 5999.367676
	Iteration 7Q: 3 clusters Score -2.457576e+07 nChanged 10215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61482 members 
Mstep: Class 2 contains 117582 members 
Entering Unmasked Estep 
Score: -24582702.000000 Penalty: 5999.367676
	Iteration 8F: 3 clusters Score -2.45827e+07 nChanged 11166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52530 members 
Mstep: Class 2 contains 126534 members 
Entering Unmasked Estep 
Score: -24591098.000000 Penalty: 5999.367676
	Iteration 9F: 3 clusters Score -2.45911e+07 nChanged 10723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 134969 members 
Entering Unmasked Estep 
Score: -24599658.000000 Penalty: 5999.367676
	Iteration 10F: 3 clusters Score -2.459966e+07 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 141779 members 
Entering Unmasked Estep 
Score: -24605898.000000 Penalty: 5999.367676
	Iteration 11F: 3 clusters Score -2.46059e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 146821 members 
Entering Unmasked Estep 
Score: -24609786.000000 Penalty: 5999.367676
	Iteration 12Q: 3 clusters Score -2.460979e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 150902 members 
Entering Unmasked Estep 
Score: -24612126.000000 Penalty: 5999.367676
	Iteration 13Q: 3 clusters Score -2.461213e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 154371 members 
Entering Unmasked Estep 
Score: -24613838.000000 Penalty: 5999.367676
	Iteration 14Q: 3 clusters Score -2.461384e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 157509 members 
Entering Unmasked Estep 
Score: -24615166.000000 Penalty: 5999.367676
	Iteration 15Q: 3 clusters Score -2.461517e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 160307 members 
Entering Unmasked Estep 
Score: -24616246.000000 Penalty: 5999.367676
	Iteration 16Q: 3 clusters Score -2.461625e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 162837 members 
Entering Unmasked Estep 
Score: -24617342.000000 Penalty: 5999.367676
	Iteration 17Q: 3 clusters Score -2.461734e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 165104 members 
Entering Unmasked Estep 
Score: -24618024.000000 Penalty: 5999.367676
	Iteration 18Q: 3 clusters Score -2.461802e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 167223 members 
Entering Unmasked Estep 
Score: -24618674.000000 Penalty: 5999.367676
	Iteration 19Q: 3 clusters Score -2.461867e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 169019 members 
Entering Unmasked Estep 
Score: -24619334.000000 Penalty: 5999.367676
	Iteration 20F: 3 clusters Score -2.461933e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 170556 members 
Entering Unmasked Estep 
Score: -24619928.000000 Penalty: 5999.367676
	Iteration 21Q: 3 clusters Score -2.461993e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 171906 members 
Entering Unmasked Estep 
Score: -24620512.000000 Penalty: 5999.367676
	Iteration 22Q: 3 clusters Score -2.462051e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 173054 members 
Entering Unmasked Estep 
Score: -24620910.000000 Penalty: 5999.367676
	Iteration 23Q: 3 clusters Score -2.462091e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 174038 members 
Entering Unmasked Estep 
Score: -24621354.000000 Penalty: 5999.367676
	Iteration 24Q: 3 clusters Score -2.462135e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 174841 members 
Entering Unmasked Estep 
Score: -24621752.000000 Penalty: 5999.367676
	Iteration 25Q: 3 clusters Score -2.462175e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 175545 members 
Entering Unmasked Estep 
Score: -24622128.000000 Penalty: 5999.367676
	Iteration 26Q: 3 clusters Score -2.462213e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 176082 members 
Entering Unmasked Estep 
Score: -24622440.000000 Penalty: 5999.367676
	Iteration 27Q: 3 clusters Score -2.462244e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 176480 members 
Entering Unmasked Estep 
Score: -24622700.000000 Penalty: 5999.367676
	Iteration 28Q: 3 clusters Score -2.46227e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 176797 members 
Entering Unmasked Estep 
Score: -24622850.000000 Penalty: 5999.367676
	Iteration 29Q: 3 clusters Score -2.462285e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 177048 members 
Entering Unmasked Estep 
Score: -24623042.000000 Penalty: 5999.367676
	Iteration 30Q: 3 clusters Score -2.462304e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 177226 members 
Entering Unmasked Estep 
Score: -24623114.000000 Penalty: 5999.367676
	Iteration 31Q: 3 clusters Score -2.462311e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 177376 members 
Entering Unmasked Estep 
Score: -24623212.000000 Penalty: 5999.367676
	Iteration 32Q: 3 clusters Score -2.462321e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 177513 members 
Entering Unmasked Estep 
Score: -24623300.000000 Penalty: 5999.367676
	Iteration 33Q: 3 clusters Score -2.46233e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 177609 members 
Entering Unmasked Estep 
Score: -24623326.000000 Penalty: 5999.367676
	Iteration 34Q: 3 clusters Score -2.462333e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 177690 members 
Entering Unmasked Estep 
Score: -24623388.000000 Penalty: 5999.367676
	Iteration 35Q: 3 clusters Score -2.462339e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 177761 members 
Entering Unmasked Estep 
Score: -24623426.000000 Penalty: 5999.367676
	Iteration 36Q: 3 clusters Score -2.462343e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 177812 members 
Entering Unmasked Estep 
Score: -24623490.000000 Penalty: 5999.367676
	Iteration 37Q: 3 clusters Score -2.462349e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 177861 members 
Entering Unmasked Estep 
Score: -24623522.000000 Penalty: 5999.367676
	Iteration 38Q: 3 clusters Score -2.462352e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 177900 members 
Entering Unmasked Estep 
Score: -24623576.000000 Penalty: 5999.367676
	Iteration 39Q: 3 clusters Score -2.462358e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 177926 members 
Entering Unmasked Estep 
Score: -24623604.000000 Penalty: 5999.367676
	Iteration 40F: 3 clusters Score -2.46236e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 177958 members 
Entering Unmasked Estep 
Score: -24623610.000000 Penalty: 5999.367676
	Iteration 41Q: 3 clusters Score -2.462361e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 177990 members 
Entering Unmasked Estep 
Score: -24623604.000000 Penalty: 5999.367676
	Iteration 42Q: 3 clusters Score -2.46236e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 178019 members 
Entering Unmasked Estep 
Score: -24623628.000000 Penalty: 5999.367676
	Iteration 43Q: 3 clusters Score -2.462363e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 178053 members 
Entering Unmasked Estep 
Score: -24623648.000000 Penalty: 5999.367676
	Iteration 44Q: 3 clusters Score -2.462365e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 178077 members 
Entering Unmasked Estep 
Score: -24623666.000000 Penalty: 5999.367676
	Iteration 45Q: 3 clusters Score -2.462367e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 178090 members 
Entering Unmasked Estep 
Score: -24623682.000000 Penalty: 5999.367676
	Iteration 46Q: 3 clusters Score -2.462368e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 178101 members 
Entering Unmasked Estep 
Score: -24623702.000000 Penalty: 5999.367676
	Iteration 47Q: 3 clusters Score -2.46237e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 178115 members 
Entering Unmasked Estep 
Score: -24623696.000000 Penalty: 5999.367676
	Iteration 48Q: 3 clusters Score -2.46237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 178129 members 
Entering Unmasked Estep 
Score: -24623716.000000 Penalty: 5999.367676
	Iteration 49Q: 3 clusters Score -2.462372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 178137 members 
Entering Unmasked Estep 
Score: -24623750.000000 Penalty: 5999.367676
	Iteration 50Q: 3 clusters Score -2.462375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 178143 members 
Entering Unmasked Estep 
Score: -24623736.000000 Penalty: 5999.367676
	Iteration 51Q: 3 clusters Score -2.462374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 178152 members 
Entering Unmasked Estep 
Score: -24623734.000000 Penalty: 5999.367676
	Iteration 52Q: 3 clusters Score -2.462373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 178158 members 
Entering Unmasked Estep 
Score: -24623754.000000 Penalty: 5999.367676
	Iteration 53Q: 3 clusters Score -2.462375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 178168 members 
Entering Unmasked Estep 
Score: -24623784.000000 Penalty: 5999.367676
	Iteration 54Q: 3 clusters Score -2.462378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 178172 members 
Entering Unmasked Estep 
Score: -24623788.000000 Penalty: 5999.367676
	Iteration 55Q: 3 clusters Score -2.462379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 178177 members 
Entering Unmasked Estep 
Score: -24623792.000000 Penalty: 5999.367676
	Iteration 56Q: 3 clusters Score -2.462379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 178181 members 
Entering Unmasked Estep 
Score: -24623798.000000 Penalty: 5999.367676
	Iteration 57Q: 3 clusters Score -2.46238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 178184 members 
Entering Unmasked Estep 
Score: -24623804.000000 Penalty: 5999.367676
	Iteration 58Q: 3 clusters Score -2.46238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 178187 members 
Entering Unmasked Estep 
Score: -24623790.000000 Penalty: 5999.367676
	Iteration 59Q: 3 clusters Score -2.462379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 178188 members 
Entering Unmasked Estep 
Score: -24623792.000000 Penalty: 5999.367676
	Iteration 60F: 3 clusters Score -2.462379e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Entering Unmasked Estep 
Score: -4260230.500000 Penalty: 2560.800781
	Iteration 0F: 2 clusters Score -4260230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -4239374.500000 Penalty: 5121.601562
	Iteration 0F: 3 clusters Score -4239374 nChanged 13784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -4246741.500000 Penalty: 5121.601562
	Iteration 1F: 3 clusters Score -4246742 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -4247333.000000 Penalty: 5121.601562
	Iteration 2F: 3 clusters Score -4247333 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -4247979.500000 Penalty: 5121.601562
	Iteration 3Q: 3 clusters Score -4247980 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -4248688.000000 Penalty: 5121.601562
	Iteration 4Q: 3 clusters Score -4248688 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -4249548.500000 Penalty: 5121.601562
	Iteration 5Q: 3 clusters Score -4249548 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -4250587.500000 Penalty: 5121.601562
	Iteration 6F: 3 clusters Score -4250588 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -4251767.000000 Penalty: 5121.601562
	Iteration 7F: 3 clusters Score -4251767 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -4253069.000000 Penalty: 5121.601562
	Iteration 8F: 3 clusters Score -4253069 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -4254220.000000 Penalty: 5121.601562
	Iteration 9Q: 3 clusters Score -4254220 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -4255161.500000 Penalty: 5121.601562
	Iteration 10Q: 3 clusters Score -4255162 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -4255940.500000 Penalty: 5121.601562
	Iteration 11Q: 3 clusters Score -4255940 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -4256542.500000 Penalty: 5121.601562
	Iteration 12Q: 3 clusters Score -4256542 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -4256988.000000 Penalty: 5121.601562
	Iteration 13Q: 3 clusters Score -4256988 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -4257279.500000 Penalty: 5121.601562
	Iteration 14Q: 3 clusters Score -4257280 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -4257491.000000 Penalty: 5121.601562
	Iteration 15Q: 3 clusters Score -4257491 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -4257640.500000 Penalty: 5121.601562
	Iteration 16Q: 3 clusters Score -4257640 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -4257751.500000 Penalty: 5121.601562
	Iteration 17Q: 3 clusters Score -4257752 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -4257834.500000 Penalty: 5121.601562
	Iteration 18Q: 3 clusters Score -4257834 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -4257895.000000 Penalty: 5121.601562
	Iteration 19Q: 3 clusters Score -4257895 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -4257935.500000 Penalty: 5121.601562
	Iteration 20F: 3 clusters Score -4257936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -4257962.500000 Penalty: 5121.601562
	Iteration 21Q: 3 clusters Score -4257962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -4257984.000000 Penalty: 5121.601562
	Iteration 22Q: 3 clusters Score -4257984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -4258004.000000 Penalty: 5121.601562
	Iteration 23Q: 3 clusters Score -4258004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -4258019.000000 Penalty: 5121.601562
	Iteration 24Q: 3 clusters Score -4258019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -4258026.500000 Penalty: 5121.601562
	Iteration 25Q: 3 clusters Score -4258026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -4258031.000000 Penalty: 5121.601562
	Iteration 26Q: 3 clusters Score -4258031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -4258037.500000 Penalty: 5121.601562
	Iteration 27Q: 3 clusters Score -4258038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -4258037.000000 Penalty: 5121.601562
	Iteration 28Q: 3 clusters Score -4258037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -4258046.500000 Penalty: 5121.601562
	Iteration 29Q: 3 clusters Score -4258046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -4258053.000000 Penalty: 5121.601562
	Iteration 30Q: 3 clusters Score -4258053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -4258050.000000 Penalty: 5121.601562
	Iteration 31Q: 3 clusters Score -4258050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -4258056.500000 Penalty: 5121.601562
	Iteration 32Q: 3 clusters Score -4258056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -4258066.500000 Penalty: 5121.601562
	Iteration 33Q: 3 clusters Score -4258066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -4258071.500000 Penalty: 5121.601562
	Iteration 34Q: 3 clusters Score -4258072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -4258074.000000 Penalty: 5121.601562
	Iteration 35Q: 3 clusters Score -4258074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -4258074.000000 Penalty: 5121.601562
	Iteration 36F: 3 clusters Score -4258074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -62847.503906 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -62847.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61380.343750 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -61380.34 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -61720.242188 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -61720.24 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -61992.285156 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -61992.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -62169.148438 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -62169.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -62346.277344 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -62346.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -62477.773438 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -62477.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -62513.976562 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -62513.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -62535.910156 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -62535.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -62541.769531 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -62541.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -62541.769531 Penalty: 3120.618408
	Iteration 9F: 3 clusters Score -62541.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Entering Unmasked Estep 
Score: -2225011.000000 Penalty: 2399.684570
	Iteration 0F: 2 clusters Score -2225011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2213550.500000 Penalty: 4799.369141
	Iteration 0F: 3 clusters Score -2213550 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2217144.500000 Penalty: 4799.369141
	Iteration 1F: 3 clusters Score -2217144 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2217542.500000 Penalty: 4799.369141
	Iteration 2F: 3 clusters Score -2217542 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2217903.500000 Penalty: 4799.369141
	Iteration 3F: 3 clusters Score -2217904 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2218238.250000 Penalty: 4799.369141
	Iteration 4Q: 3 clusters Score -2218238 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2218584.250000 Penalty: 4799.369141
	Iteration 5Q: 3 clusters Score -2218584 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2219025.750000 Penalty: 4799.369141
	Iteration 6Q: 3 clusters Score -2219026 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2219559.750000 Penalty: 4799.369141
	Iteration 7F: 3 clusters Score -2219560 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2220229.250000 Penalty: 4799.369141
	Iteration 8F: 3 clusters Score -2220229 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2220963.500000 Penalty: 4799.369141
	Iteration 9F: 3 clusters Score -2220964 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2221611.500000 Penalty: 4799.369141
	Iteration 10Q: 3 clusters Score -2221612 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2222098.750000 Penalty: 4799.369141
	Iteration 11Q: 3 clusters Score -2222099 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2222396.250000 Penalty: 4799.369141
	Iteration 12Q: 3 clusters Score -2222396 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2222572.750000 Penalty: 4799.369141
	Iteration 13Q: 3 clusters Score -2222573 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2222691.500000 Penalty: 4799.369141
	Iteration 14Q: 3 clusters Score -2222692 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2222760.750000 Penalty: 4799.369141
	Iteration 15Q: 3 clusters Score -2222761 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2222804.750000 Penalty: 4799.369141
	Iteration 16Q: 3 clusters Score -2222805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2222839.000000 Penalty: 4799.369141
	Iteration 17Q: 3 clusters Score -2222839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2222856.250000 Penalty: 4799.369141
	Iteration 18Q: 3 clusters Score -2222856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2222872.750000 Penalty: 4799.369141
	Iteration 19Q: 3 clusters Score -2222873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2222897.250000 Penalty: 4799.369141
	Iteration 20F: 3 clusters Score -2222897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2222918.750000 Penalty: 4799.369141
	Iteration 21Q: 3 clusters Score -2222919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2222932.750000 Penalty: 4799.369141
	Iteration 22Q: 3 clusters Score -2222933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2222948.250000 Penalty: 4799.369141
	Iteration 23Q: 3 clusters Score -2222948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2222952.000000 Penalty: 4799.369141
	Iteration 24Q: 3 clusters Score -2222952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2222954.750000 Penalty: 4799.369141
	Iteration 25Q: 3 clusters Score -2222955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2222955.000000 Penalty: 4799.369141
	Iteration 26Q: 3 clusters Score -2222955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2222955.000000 Penalty: 4799.369141
	Iteration 27F: 3 clusters Score -2222955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 172293 members 
Mstep: Class 3 contains 20708 members 
Mstep: Class 4 contains 57149 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 201366 members 
Mstep: Class 8 contains 66849 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36830 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179064 members 
Mstep: Class 17 contains 30510 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076696.000000 Penalty: 57601.605469
Iteration 319Q: 18 clusters Score -1.160767e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 172287 members 
Mstep: Class 3 contains 20709 members 
Mstep: Class 4 contains 57152 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 201377 members 
Mstep: Class 8 contains 66845 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36831 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179060 members 
Mstep: Class 17 contains 30509 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076672.000000 Penalty: 57601.605469
Iteration 320F: 18 clusters Score -1.160767e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 172293 members 
Mstep: Class 3 contains 20710 members 
Mstep: Class 4 contains 57152 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13279 members 
Mstep: Class 7 contains 201371 members 
Mstep: Class 8 contains 66846 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36834 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179056 members 
Mstep: Class 17 contains 30510 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076776.000000 Penalty: 57601.605469
Iteration 321Q: 18 clusters Score -1.160768e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 172304 members 
Mstep: Class 3 contains 20709 members 
Mstep: Class 4 contains 57150 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13280 members 
Mstep: Class 7 contains 201362 members 
Mstep: Class 8 contains 66843 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36835 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179055 members 
Mstep: Class 17 contains 30510 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076840.000000 Penalty: 57601.605469
Iteration 322Q: 18 clusters Score -1.160768e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 172319 members 
Mstep: Class 3 contains 20709 members 
Mstep: Class 4 contains 57149 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 201354 members 
Mstep: Class 8 contains 66838 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36835 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179053 members 
Mstep: Class 17 contains 30510 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076832.000000 Penalty: 57601.605469
Iteration 323Q: 18 clusters Score -1.160768e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 172321 members 
Mstep: Class 3 contains 20708 members 
Mstep: Class 4 contains 57147 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 201356 members 
Mstep: Class 8 contains 66836 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36834 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179054 members 
Mstep: Class 17 contains 30511 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076800.000000 Penalty: 57601.605469
Iteration 324Q: 18 clusters Score -1.160768e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 172317 members 
Mstep: Class 3 contains 20709 members 
Mstep: Class 4 contains 57147 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 201358 members 
Mstep: Class 8 contains 66836 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36835 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179055 members 
Mstep: Class 17 contains 30510 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076704.000000 Penalty: 57601.605469
Iteration 325Q: 18 clusters Score -1.160767e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 172317 members 
Mstep: Class 3 contains 20707 members 
Mstep: Class 4 contains 57147 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13280 members 
Mstep: Class 7 contains 201357 members 
Mstep: Class 8 contains 66838 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36835 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179054 members 
Mstep: Class 17 contains 30510 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076680.000000 Penalty: 57601.605469
Iteration 326Q: 18 clusters Score -1.160767e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 172315 members 
Mstep: Class 3 contains 20709 members 
Mstep: Class 4 contains 57147 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13280 members 
Mstep: Class 7 contains 201357 members 
Mstep: Class 8 contains 66838 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36836 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179049 members 
Mstep: Class 17 contains 30512 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076696.000000 Penalty: 57601.605469
Iteration 327Q: 18 clusters Score -1.160767e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 172320 members 
Mstep: Class 3 contains 20711 members 
Mstep: Class 4 contains 57146 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13280 members 
Mstep: Class 7 contains 201359 members 
Mstep: Class 8 contains 66839 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36836 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179038 members 
Mstep: Class 17 contains 30513 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076640.000000 Penalty: 57601.605469
Iteration 328Q: 18 clusters Score -1.160766e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 172320 members 
Mstep: Class 3 contains 20713 members 
Mstep: Class 4 contains 57147 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 201349 members 
Mstep: Class 8 contains 66839 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36835 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179040 members 
Mstep: Class 17 contains 30517 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076704.000000 Penalty: 57601.605469
Iteration 329Q: 18 clusters Score -1.160767e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51714 members 
Mstep: Class 2 contains 172319 members 
Mstep: Class 3 contains 20712 members 
Mstep: Class 4 contains 57149 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13282 members 
Mstep: Class 7 contains 201340 members 
Mstep: Class 8 contains 66838 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36834 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179045 members 
Mstep: Class 17 contains 30518 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076648.000000 Penalty: 57601.605469
Iteration 330Q: 18 clusters Score -1.160766e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 172308 members 
Mstep: Class 3 contains 20712 members 
Mstep: Class 4 contains 57147 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13283 members 
Mstep: Class 7 contains 201339 members 
Mstep: Class 8 contains 66838 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36835 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179048 members 
Mstep: Class 17 contains 30521 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076600.000000 Penalty: 57601.605469
Iteration 331Q: 18 clusters Score -1.160766e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 172300 members 
Mstep: Class 3 contains 20712 members 
Mstep: Class 4 contains 57147 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13284 members 
Mstep: Class 7 contains 201335 members 
Mstep: Class 8 contains 66840 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36836 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179047 members 
Mstep: Class 17 contains 30525 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076632.000000 Penalty: 57601.605469
Iteration 332Q: 18 clusters Score -1.160766e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 172294 members 
Mstep: Class 3 contains 20713 members 
Mstep: Class 4 contains 57146 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13285 members 
Mstep: Class 7 contains 201339 members 
Mstep: Class 8 contains 66840 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36840 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179037 members 
Mstep: Class 17 contains 30531 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076632.000000 Penalty: 57601.605469
Iteration 333Q: 18 clusters Score -1.160766e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 172290 members 
Mstep: Class 3 contains 20713 members 
Mstep: Class 4 contains 57146 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13286 members 
Mstep: Class 7 contains 201344 members 
Mstep: Class 8 contains 66839 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36843 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179039 members 
Mstep: Class 17 contains 30532 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076664.000000 Penalty: 57601.605469
Iteration 334Q: 18 clusters Score -1.160767e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 172291 members 
Mstep: Class 3 contains 20714 members 
Mstep: Class 4 contains 57148 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13287 members 
Mstep: Class 7 contains 201338 members 
Mstep: Class 8 contains 66839 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36848 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179035 members 
Mstep: Class 17 contains 30535 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076696.000000 Penalty: 57601.605469
Iteration 335Q: 18 clusters Score -1.160767e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 172296 members 
Mstep: Class 3 contains 20714 members 
Mstep: Class 4 contains 57149 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13287 members 
Mstep: Class 7 contains 201334 members 
Mstep: Class 8 contains 66835 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36847 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179036 members 
Mstep: Class 17 contains 30535 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076664.000000 Penalty: 57601.605469
Iteration 336Q: 18 clusters Score -1.160767e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 172298 members 
Mstep: Class 3 contains 20714 members 
Mstep: Class 4 contains 57150 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13287 members 
Mstep: Class 7 contains 201323 members 
Mstep: Class 8 contains 66831 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36851 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179036 members 
Mstep: Class 17 contains 30534 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076712.000000 Penalty: 57601.605469
Iteration 337Q: 18 clusters Score -1.160767e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 172301 members 
Mstep: Class 3 contains 20713 members 
Mstep: Class 4 contains 57149 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13287 members 
Mstep: Class 7 contains 201313 members 
Mstep: Class 8 contains 66830 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36851 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179042 members 
Mstep: Class 17 contains 30531 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076688.000000 Penalty: 57601.605469
Iteration 338Q: 18 clusters Score -1.160767e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 172308 members 
Mstep: Class 3 contains 20715 members 
Mstep: Class 4 contains 57148 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13287 members 
Mstep: Class 7 contains 201304 members 
Mstep: Class 8 contains 66829 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36852 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179039 members 
Mstep: Class 17 contains 30533 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076664.000000 Penalty: 57601.605469
Iteration 339Q: 18 clusters Score -1.160767e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 172315 members 
Mstep: Class 3 contains 20715 members 
Mstep: Class 4 contains 57146 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13288 members 
Mstep: Class 7 contains 201295 members 
Mstep: Class 8 contains 66830 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36854 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179035 members 
Mstep: Class 17 contains 30532 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076640.000000 Penalty: 57601.605469
Iteration 340F: 18 clusters Score -1.160766e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 172317 members 
Mstep: Class 3 contains 20716 members 
Mstep: Class 4 contains 57147 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13289 members 
Mstep: Class 7 contains 201297 members 
Mstep: Class 8 contains 66826 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36857 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179025 members 
Mstep: Class 17 contains 30530 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076624.000000 Penalty: 57601.605469
Iteration 341Q: 18 clusters Score -1.160766e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 172315 members 
Mstep: Class 3 contains 20717 members 
Mstep: Class 4 contains 57149 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13292 members 
Mstep: Class 7 contains 201304 members 
Mstep: Class 8 contains 66819 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36858 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179020 members 
Mstep: Class 17 contains 30529 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076640.000000 Penalty: 57601.605469
Iteration 342Q: 18 clusters Score -1.160766e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 172310 members 
Mstep: Class 3 contains 20717 members 
Mstep: Class 4 contains 57151 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13291 members 
Mstep: Class 7 contains 201307 members 
Mstep: Class 8 contains 66818 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36859 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179025 members 
Mstep: Class 17 contains 30528 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076680.000000 Penalty: 57601.605469
Iteration 343Q: 18 clusters Score -1.160767e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 172304 members 
Mstep: Class 3 contains 20717 members 
Mstep: Class 4 contains 57151 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13291 members 
Mstep: Class 7 contains 201315 members 
Mstep: Class 8 contains 66817 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36862 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179025 members 
Mstep: Class 17 contains 30528 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076760.000000 Penalty: 57601.605469
Iteration 344Q: 18 clusters Score -1.160768e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 172306 members 
Mstep: Class 3 contains 20717 members 
Mstep: Class 4 contains 57149 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13292 members 
Mstep: Class 7 contains 201318 members 
Mstep: Class 8 contains 66816 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36863 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179029 members 
Mstep: Class 17 contains 30528 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076768.000000 Penalty: 57601.605469
Iteration 345Q: 18 clusters Score -1.160768e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51714 members 
Mstep: Class 2 contains 172312 members 
Mstep: Class 3 contains 20717 members 
Mstep: Class 4 contains 57149 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13293 members 
Mstep: Class 7 contains 201316 members 
Mstep: Class 8 contains 66814 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36864 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179028 members 
Mstep: Class 17 contains 30530 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076672.000000 Penalty: 57601.605469
Iteration 346Q: 18 clusters Score -1.160767e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 172311 members 
Mstep: Class 3 contains 20719 members 
Mstep: Class 4 contains 57148 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13294 members 
Mstep: Class 7 contains 201316 members 
Mstep: Class 8 contains 66815 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36867 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179021 members 
Mstep: Class 17 contains 30530 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076696.000000 Penalty: 57601.605469
Iteration 347Q: 18 clusters Score -1.160767e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 172313 members 
Mstep: Class 3 contains 20721 members 
Mstep: Class 4 contains 57148 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13296 members 
Mstep: Class 7 contains 201312 members 
Mstep: Class 8 contains 66813 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36868 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179019 members 
Mstep: Class 17 contains 30530 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076728.000000 Penalty: 57601.605469
Iteration 348Q: 18 clusters Score -1.160767e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 172319 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57148 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13297 members 
Mstep: Class 7 contains 201304 members 
Mstep: Class 8 contains 66813 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36868 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179014 members 
Mstep: Class 17 contains 30532 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076736.000000 Penalty: 57601.605469
Iteration 349Q: 18 clusters Score -1.160767e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 172318 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57148 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13297 members 
Mstep: Class 7 contains 201303 members 
Mstep: Class 8 contains 66811 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36868 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179013 members 
Mstep: Class 17 contains 30534 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076760.000000 Penalty: 57601.605469
Iteration 350Q: 18 clusters Score -1.160768e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 172320 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57148 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13297 members 
Mstep: Class 7 contains 201301 members 
Mstep: Class 8 contains 66810 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36868 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179017 members 
Mstep: Class 17 contains 30534 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076768.000000 Penalty: 57601.605469
Iteration 351Q: 18 clusters Score -1.160768e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 172324 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57146 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13296 members 
Mstep: Class 7 contains 201290 members 
Mstep: Class 8 contains 66809 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36868 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179024 members 
Mstep: Class 17 contains 30536 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076808.000000 Penalty: 57601.605469
Iteration 352Q: 18 clusters Score -1.160768e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 172326 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57147 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13295 members 
Mstep: Class 7 contains 201281 members 
Mstep: Class 8 contains 66806 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36868 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179031 members 
Mstep: Class 17 contains 30538 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076720.000000 Penalty: 57601.605469
Iteration 353Q: 18 clusters Score -1.160767e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 172326 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57147 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13294 members 
Mstep: Class 7 contains 201278 members 
Mstep: Class 8 contains 66807 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36866 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179036 members 
Mstep: Class 17 contains 30537 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076736.000000 Penalty: 57601.605469
Iteration 354Q: 18 clusters Score -1.160767e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 172327 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57147 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13294 members 
Mstep: Class 7 contains 201273 members 
Mstep: Class 8 contains 66808 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36867 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179042 members 
Mstep: Class 17 contains 30536 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076712.000000 Penalty: 57601.605469
Iteration 355Q: 18 clusters Score -1.160767e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 172332 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57147 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13293 members 
Mstep: Class 7 contains 201262 members 
Mstep: Class 8 contains 66807 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36867 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179050 members 
Mstep: Class 17 contains 30536 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076680.000000 Penalty: 57601.605469
Iteration 356Q: 18 clusters Score -1.160767e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 172328 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57147 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13292 members 
Mstep: Class 7 contains 201256 members 
Mstep: Class 8 contains 66810 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36868 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179060 members 
Mstep: Class 17 contains 30535 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076624.000000 Penalty: 57601.605469
Iteration 357Q: 18 clusters Score -1.160766e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51704 members 
Mstep: Class 2 contains 172327 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57146 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13292 members 
Mstep: Class 7 contains 201257 members 
Mstep: Class 8 contains 66810 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36868 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179065 members 
Mstep: Class 17 contains 30533 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076600.000000 Penalty: 57601.605469
Iteration 358Q: 18 clusters Score -1.160766e+08 nChanged 16
Entering ConstructFrom: 
Score: -116076600.000000 Penalty: 57601.605469
Entering ConstructFrom: 
Trying to split cluster 1 (51702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Entering Unmasked Estep 
Score: -7196186.500000 Penalty: 2691.606445
	Iteration 0F: 2 clusters Score -7196186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -7161318.500000 Penalty: 5383.212891
	Iteration 0F: 3 clusters Score -7161318 nChanged 23915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -7174412.000000 Penalty: 5383.212891
	Iteration 1F: 3 clusters Score -7174412 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -7174856.500000 Penalty: 5383.212891
	Iteration 2Q: 3 clusters Score -7174856 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -7175345.500000 Penalty: 5383.212891
	Iteration 3Q: 3 clusters Score -7175346 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -7175816.500000 Penalty: 5383.212891
	Iteration 4Q: 3 clusters Score -7175816 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -7176329.000000 Penalty: 5383.212891
	Iteration 5Q: 3 clusters Score -7176329 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -7177014.500000 Penalty: 5383.212891
	Iteration 6Q: 3 clusters Score -7177014 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -7178019.000000 Penalty: 5383.212891
	Iteration 7Q: 3 clusters Score -7178019 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -7179559.000000 Penalty: 5383.212891
	Iteration 8F: 3 clusters Score -7179559 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -7181897.500000 Penalty: 5383.212891
	Iteration 9F: 3 clusters Score -7181898 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -7184820.000000 Penalty: 5383.212891
	Iteration 10F: 3 clusters Score -7184820 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -7187763.500000 Penalty: 5383.212891
	Iteration 11F: 3 clusters Score -7187764 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -7190171.000000 Penalty: 5383.212891
	Iteration 12F: 3 clusters Score -7190171 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -7191727.500000 Penalty: 5383.212891
	Iteration 13Q: 3 clusters Score -7191728 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -7192638.000000 Penalty: 5383.212891
	Iteration 14Q: 3 clusters Score -7192638 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -7193121.500000 Penalty: 5383.212891
	Iteration 15Q: 3 clusters Score -7193122 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -7193413.500000 Penalty: 5383.212891
	Iteration 16Q: 3 clusters Score -7193414 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -7193633.500000 Penalty: 5383.212891
	Iteration 17Q: 3 clusters Score -7193634 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -7193783.500000 Penalty: 5383.212891
	Iteration 18Q: 3 clusters Score -7193784 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49511 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -7193914.500000 Penalty: 5383.212891
	Iteration 19Q: 3 clusters Score -7193914 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -7194005.000000 Penalty: 5383.212891
	Iteration 20F: 3 clusters Score -7194005 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -7194071.500000 Penalty: 5383.212891
	Iteration 21Q: 3 clusters Score -7194072 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -7194103.500000 Penalty: 5383.212891
	Iteration 22Q: 3 clusters Score -7194104 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -7194124.500000 Penalty: 5383.212891
	Iteration 23Q: 3 clusters Score -7194124 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -7194161.000000 Penalty: 5383.212891
	Iteration 24Q: 3 clusters Score -7194161 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -7194187.000000 Penalty: 5383.212891
	Iteration 25Q: 3 clusters Score -7194187 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -7194201.500000 Penalty: 5383.212891
	Iteration 26Q: 3 clusters Score -7194202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -7194212.500000 Penalty: 5383.212891
	Iteration 27Q: 3 clusters Score -7194212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -7194224.500000 Penalty: 5383.212891
	Iteration 28Q: 3 clusters Score -7194224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50300 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -7194231.500000 Penalty: 5383.212891
	Iteration 29Q: 3 clusters Score -7194232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50325 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -7194248.000000 Penalty: 5383.212891
	Iteration 30Q: 3 clusters Score -7194248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -7194257.000000 Penalty: 5383.212891
	Iteration 31Q: 3 clusters Score -7194257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -7194271.500000 Penalty: 5383.212891
	Iteration 32Q: 3 clusters Score -7194272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7194278.000000 Penalty: 5383.212891
	Iteration 33Q: 3 clusters Score -7194278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -7194282.500000 Penalty: 5383.212891
	Iteration 34Q: 3 clusters Score -7194282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -7194276.000000 Penalty: 5383.212891
	Iteration 35Q: 3 clusters Score -7194276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -7194279.500000 Penalty: 5383.212891
	Iteration 36Q: 3 clusters Score -7194280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -7194275.000000 Penalty: 5383.212891
	Iteration 37Q: 3 clusters Score -7194275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -7194277.000000 Penalty: 5383.212891
	Iteration 38Q: 3 clusters Score -7194277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -7194285.000000 Penalty: 5383.212891
	Iteration 39Q: 3 clusters Score -7194285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -7194288.500000 Penalty: 5383.212891
	Iteration 40F: 3 clusters Score -7194288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -7194284.500000 Penalty: 5383.212891
	Iteration 41Q: 3 clusters Score -7194284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7194285.000000 Penalty: 5383.212891
	Iteration 42Q: 3 clusters Score -7194285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7194286.500000 Penalty: 5383.212891
	Iteration 43Q: 3 clusters Score -7194286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50442 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -7194283.500000 Penalty: 5383.212891
	Iteration 44Q: 3 clusters Score -7194284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -7194277.500000 Penalty: 5383.212891
	Iteration 45Q: 3 clusters Score -7194278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7194280.500000 Penalty: 5383.212891
	Iteration 46Q: 3 clusters Score -7194280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50461 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -7194280.500000 Penalty: 5383.212891
	Iteration 47Q: 3 clusters Score -7194280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7194282.000000 Penalty: 5383.212891
	Iteration 48Q: 3 clusters Score -7194282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50483 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7194286.500000 Penalty: 5383.212891
	Iteration 49Q: 3 clusters Score -7194286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7194296.000000 Penalty: 5383.212891
	Iteration 50Q: 3 clusters Score -7194296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50501 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7194296.500000 Penalty: 5383.212891
	Iteration 51Q: 3 clusters Score -7194296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -7194292.500000 Penalty: 5383.212891
	Iteration 52Q: 3 clusters Score -7194292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -7194303.500000 Penalty: 5383.212891
	Iteration 53Q: 3 clusters Score -7194304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -7194304.000000 Penalty: 5383.212891
	Iteration 54Q: 3 clusters Score -7194304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -7194303.000000 Penalty: 5383.212891
	Iteration 55Q: 3 clusters Score -7194303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7194305.500000 Penalty: 5383.212891
	Iteration 56Q: 3 clusters Score -7194306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50552 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7194310.000000 Penalty: 5383.212891
	Iteration 57Q: 3 clusters Score -7194310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50555 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7194307.500000 Penalty: 5383.212891
	Iteration 58Q: 3 clusters Score -7194308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50558 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7194308.500000 Penalty: 5383.212891
	Iteration 59Q: 3 clusters Score -7194308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7194306.000000 Penalty: 5383.212891
	Iteration 60F: 3 clusters Score -7194306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172326 members 
Entering Unmasked Estep 
Score: -23657024.000000 Penalty: 2990.171631
	Iteration 0F: 2 clusters Score -2.365702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85944 members 
Mstep: Class 2 contains 86382 members 
Entering Unmasked Estep 
Score: -23546322.000000 Penalty: 5980.343262
	Iteration 0F: 3 clusters Score -2.354632e+07 nChanged 82641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81277 members 
Mstep: Class 2 contains 91049 members 
Entering Unmasked Estep 
Score: -23594222.000000 Penalty: 5980.343262
	Iteration 1F: 3 clusters Score -2.359422e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78113 members 
Mstep: Class 2 contains 94213 members 
Entering Unmasked Estep 
Score: -23595590.000000 Penalty: 5980.343262
	Iteration 2Q: 3 clusters Score -2.359559e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 99051 members 
Entering Unmasked Estep 
Score: -23597622.000000 Penalty: 5980.343262
	Iteration 3Q: 3 clusters Score -2.359762e+07 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 106278 members 
Entering Unmasked Estep 
Score: -23601230.000000 Penalty: 5980.343262
	Iteration 4Q: 3 clusters Score -2.360123e+07 nChanged 10880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 116550 members 
Entering Unmasked Estep 
Score: -23607700.000000 Penalty: 5980.343262
	Iteration 5F: 3 clusters Score -2.36077e+07 nChanged 13918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 130094 members 
Entering Unmasked Estep 
Score: -23618306.000000 Penalty: 5980.343262
	Iteration 6F: 3 clusters Score -2.361831e+07 nChanged 15190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 144938 members 
Entering Unmasked Estep 
Score: -23633040.000000 Penalty: 5980.343262
	Iteration 7F: 3 clusters Score -2.363304e+07 nChanged 13093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 157731 members 
Entering Unmasked Estep 
Score: -23645234.000000 Penalty: 5980.343262
	Iteration 8F: 3 clusters Score -2.364523e+07 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 165473 members 
Entering Unmasked Estep 
Score: -23651226.000000 Penalty: 5980.343262
	Iteration 9Q: 3 clusters Score -2.365123e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 169076 members 
Entering Unmasked Estep 
Score: -23653338.000000 Penalty: 5980.343262
	Iteration 10Q: 3 clusters Score -2.365334e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 170571 members 
Entering Unmasked Estep 
Score: -23654140.000000 Penalty: 5980.343262
	Iteration 11Q: 3 clusters Score -2.365414e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 171216 members 
Entering Unmasked Estep 
Score: -23654484.000000 Penalty: 5980.343262
	Iteration 12Q: 3 clusters Score -2.365448e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 171476 members 
Entering Unmasked Estep 
Score: -23654552.000000 Penalty: 5980.343262
	Iteration 13Q: 3 clusters Score -2.365455e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 171602 members 
Entering Unmasked Estep 
Score: -23654594.000000 Penalty: 5980.343262
	Iteration 14Q: 3 clusters Score -2.365459e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 171677 members 
Entering Unmasked Estep 
Score: -23654604.000000 Penalty: 5980.343262
	Iteration 15Q: 3 clusters Score -2.36546e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 171721 members 
Entering Unmasked Estep 
Score: -23654626.000000 Penalty: 5980.343262
	Iteration 16Q: 3 clusters Score -2.365463e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 171752 members 
Entering Unmasked Estep 
Score: -23654620.000000 Penalty: 5980.343262
	Iteration 17Q: 3 clusters Score -2.365462e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 171774 members 
Entering Unmasked Estep 
Score: -23654634.000000 Penalty: 5980.343262
	Iteration 18Q: 3 clusters Score -2.365463e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 171794 members 
Entering Unmasked Estep 
Score: -23654624.000000 Penalty: 5980.343262
	Iteration 19Q: 3 clusters Score -2.365462e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 171815 members 
Entering Unmasked Estep 
Score: -23654640.000000 Penalty: 5980.343262
	Iteration 20F: 3 clusters Score -2.365464e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 171833 members 
Entering Unmasked Estep 
Score: -23654654.000000 Penalty: 5980.343262
	Iteration 21Q: 3 clusters Score -2.365465e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 171843 members 
Entering Unmasked Estep 
Score: -23654652.000000 Penalty: 5980.343262
	Iteration 22Q: 3 clusters Score -2.365465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 171854 members 
Entering Unmasked Estep 
Score: -23654680.000000 Penalty: 5980.343262
	Iteration 23Q: 3 clusters Score -2.365468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 171862 members 
Entering Unmasked Estep 
Score: -23654692.000000 Penalty: 5980.343262
	Iteration 24Q: 3 clusters Score -2.365469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 171867 members 
Entering Unmasked Estep 
Score: -23654710.000000 Penalty: 5980.343262
	Iteration 25Q: 3 clusters Score -2.365471e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 171873 members 
Entering Unmasked Estep 
Score: -23654714.000000 Penalty: 5980.343262
	Iteration 26Q: 3 clusters Score -2.365471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 171876 members 
Entering Unmasked Estep 
Score: -23654730.000000 Penalty: 5980.343262
	Iteration 27Q: 3 clusters Score -2.365473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 171878 members 
Entering Unmasked Estep 
Score: -23654738.000000 Penalty: 5980.343262
	Iteration 28Q: 3 clusters Score -2.365474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 171879 members 
Entering Unmasked Estep 
Score: -23654726.000000 Penalty: 5980.343262
	Iteration 29Q: 3 clusters Score -2.365473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 171879 members 
Entering Unmasked Estep 
Score: -23654726.000000 Penalty: 5980.343262
	Iteration 30Q: 3 clusters Score -2.365473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 171880 members 
Entering Unmasked Estep 
Score: -23654730.000000 Penalty: 5980.343262
	Iteration 31Q: 3 clusters Score -2.365473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 171881 members 
Entering Unmasked Estep 
Score: -23654724.000000 Penalty: 5980.343262
	Iteration 32Q: 3 clusters Score -2.365472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 171880 members 
Entering Unmasked Estep 
Score: -23654722.000000 Penalty: 5980.343262
	Iteration 33Q: 3 clusters Score -2.365472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 171879 members 
Entering Unmasked Estep 
Score: -23654742.000000 Penalty: 5980.343262
	Iteration 34Q: 3 clusters Score -2.365474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 171878 members 
Entering Unmasked Estep 
Score: -23654734.000000 Penalty: 5980.343262
	Iteration 35Q: 3 clusters Score -2.365473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 171878 members 
Entering Unmasked Estep 
Score: -23654734.000000 Penalty: 5980.343262
	Iteration 36F: 3 clusters Score -2.365473e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Entering Unmasked Estep 
Score: -2894475.000000 Penalty: 2464.895996
	Iteration 0F: 2 clusters Score -2894475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2879930.000000 Penalty: 4929.791992
	Iteration 0F: 3 clusters Score -2879930 nChanged 9114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2884808.750000 Penalty: 4929.791992
	Iteration 1F: 3 clusters Score -2884809 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2885215.000000 Penalty: 4929.791992
	Iteration 2F: 3 clusters Score -2885215 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2885527.250000 Penalty: 4929.791992
	Iteration 3Q: 3 clusters Score -2885527 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2885845.000000 Penalty: 4929.791992
	Iteration 4Q: 3 clusters Score -2885845 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2886200.000000 Penalty: 4929.791992
	Iteration 5Q: 3 clusters Score -2886200 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2886671.000000 Penalty: 4929.791992
	Iteration 6Q: 3 clusters Score -2886671 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2887319.250000 Penalty: 4929.791992
	Iteration 7F: 3 clusters Score -2887319 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2888229.000000 Penalty: 4929.791992
	Iteration 8F: 3 clusters Score -2888229 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2889271.500000 Penalty: 4929.791992
	Iteration 9F: 3 clusters Score -2889272 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2890328.750000 Penalty: 4929.791992
	Iteration 10F: 3 clusters Score -2890329 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2891154.750000 Penalty: 4929.791992
	Iteration 11Q: 3 clusters Score -2891155 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2891651.000000 Penalty: 4929.791992
	Iteration 12Q: 3 clusters Score -2891651 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2891955.750000 Penalty: 4929.791992
	Iteration 13Q: 3 clusters Score -2891956 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2892153.500000 Penalty: 4929.791992
	Iteration 14Q: 3 clusters Score -2892154 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2892249.500000 Penalty: 4929.791992
	Iteration 15Q: 3 clusters Score -2892250 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -2892308.750000 Penalty: 4929.791992
	Iteration 16Q: 3 clusters Score -2892309 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -2892347.000000 Penalty: 4929.791992
	Iteration 17Q: 3 clusters Score -2892347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2892363.750000 Penalty: 4929.791992
	Iteration 18Q: 3 clusters Score -2892364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2892388.250000 Penalty: 4929.791992
	Iteration 19Q: 3 clusters Score -2892388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2892398.250000 Penalty: 4929.791992
	Iteration 20F: 3 clusters Score -2892398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -2892405.250000 Penalty: 4929.791992
	Iteration 21Q: 3 clusters Score -2892405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -2892409.750000 Penalty: 4929.791992
	Iteration 22Q: 3 clusters Score -2892410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -2892418.750000 Penalty: 4929.791992
	Iteration 23Q: 3 clusters Score -2892419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2892424.000000 Penalty: 4929.791992
	Iteration 24Q: 3 clusters Score -2892424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2892428.000000 Penalty: 4929.791992
	Iteration 25Q: 3 clusters Score -2892428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -2892433.750000 Penalty: 4929.791992
	Iteration 26Q: 3 clusters Score -2892434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2892437.500000 Penalty: 4929.791992
	Iteration 27Q: 3 clusters Score -2892438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2892443.000000 Penalty: 4929.791992
	Iteration 28Q: 3 clusters Score -2892443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2892444.000000 Penalty: 4929.791992
	Iteration 29Q: 3 clusters Score -2892444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2892444.000000 Penalty: 4929.791992
	Iteration 30Q: 3 clusters Score -2892444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2892444.000000 Penalty: 4929.791992
	Iteration 31F: 3 clusters Score -2892444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57146 members 
Entering Unmasked Estep 
Score: -7703665.500000 Penalty: 2716.434326
	Iteration 0F: 2 clusters Score -7703666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -7665045.000000 Penalty: 5432.868652
	Iteration 0F: 3 clusters Score -7665045 nChanged 26818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -7680397.500000 Penalty: 5432.868652
	Iteration 1F: 3 clusters Score -7680398 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -7680934.000000 Penalty: 5432.868652
	Iteration 2Q: 3 clusters Score -7680934 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -7681430.000000 Penalty: 5432.868652
	Iteration 3Q: 3 clusters Score -7681430 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -7681919.500000 Penalty: 5432.868652
	Iteration 4Q: 3 clusters Score -7681920 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -7682455.000000 Penalty: 5432.868652
	Iteration 5Q: 3 clusters Score -7682455 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -7683013.500000 Penalty: 5432.868652
	Iteration 6Q: 3 clusters Score -7683014 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -7683693.000000 Penalty: 5432.868652
	Iteration 7Q: 3 clusters Score -7683693 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -7684424.500000 Penalty: 5432.868652
	Iteration 8Q: 3 clusters Score -7684424 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -7685305.500000 Penalty: 5432.868652
	Iteration 9Q: 3 clusters Score -7685306 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -7686273.000000 Penalty: 5432.868652
	Iteration 10Q: 3 clusters Score -7686273 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -7687103.500000 Penalty: 5432.868652
	Iteration 11Q: 3 clusters Score -7687104 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -7687804.500000 Penalty: 5432.868652
	Iteration 12Q: 3 clusters Score -7687804 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -7688420.000000 Penalty: 5432.868652
	Iteration 13Q: 3 clusters Score -7688420 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -7688894.500000 Penalty: 5432.868652
	Iteration 14Q: 3 clusters Score -7688894 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -7689211.000000 Penalty: 5432.868652
	Iteration 15Q: 3 clusters Score -7689211 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -7689485.000000 Penalty: 5432.868652
	Iteration 16Q: 3 clusters Score -7689485 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -7689744.000000 Penalty: 5432.868652
	Iteration 17Q: 3 clusters Score -7689744 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -7689876.000000 Penalty: 5432.868652
	Iteration 18Q: 3 clusters Score -7689876 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -7689994.000000 Penalty: 5432.868652
	Iteration 19Q: 3 clusters Score -7689994 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -7690068.000000 Penalty: 5432.868652
	Iteration 20F: 3 clusters Score -7690068 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -7690126.000000 Penalty: 5432.868652
	Iteration 21Q: 3 clusters Score -7690126 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -7690229.000000 Penalty: 5432.868652
	Iteration 22Q: 3 clusters Score -7690229 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -7690339.500000 Penalty: 5432.868652
	Iteration 23Q: 3 clusters Score -7690340 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -7690394.500000 Penalty: 5432.868652
	Iteration 24Q: 3 clusters Score -7690394 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -7690453.000000 Penalty: 5432.868652
	Iteration 25Q: 3 clusters Score -7690453 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -7690519.500000 Penalty: 5432.868652
	Iteration 26Q: 3 clusters Score -7690520 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -7690597.000000 Penalty: 5432.868652
	Iteration 27Q: 3 clusters Score -7690597 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -7690621.500000 Penalty: 5432.868652
	Iteration 28Q: 3 clusters Score -7690622 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -7690674.000000 Penalty: 5432.868652
	Iteration 29Q: 3 clusters Score -7690674 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -7690699.000000 Penalty: 5432.868652
	Iteration 30Q: 3 clusters Score -7690699 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -7690713.000000 Penalty: 5432.868652
	Iteration 31Q: 3 clusters Score -7690713 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -7690747.500000 Penalty: 5432.868652
	Iteration 32Q: 3 clusters Score -7690748 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -7690764.000000 Penalty: 5432.868652
	Iteration 33Q: 3 clusters Score -7690764 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -7690791.500000 Penalty: 5432.868652
	Iteration 34Q: 3 clusters Score -7690792 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -7690811.000000 Penalty: 5432.868652
	Iteration 35Q: 3 clusters Score -7690811 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -7690848.000000 Penalty: 5432.868652
	Iteration 36Q: 3 clusters Score -7690848 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -7690873.000000 Penalty: 5432.868652
	Iteration 37Q: 3 clusters Score -7690873 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -7690914.000000 Penalty: 5432.868652
	Iteration 38Q: 3 clusters Score -7690914 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -7690988.500000 Penalty: 5432.868652
	Iteration 39Q: 3 clusters Score -7690988 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -7691029.500000 Penalty: 5432.868652
	Iteration 40F: 3 clusters Score -7691030 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -7691086.000000 Penalty: 5432.868652
	Iteration 41Q: 3 clusters Score -7691086 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -7691175.500000 Penalty: 5432.868652
	Iteration 42Q: 3 clusters Score -7691176 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -7691275.500000 Penalty: 5432.868652
	Iteration 43Q: 3 clusters Score -7691276 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -7691351.000000 Penalty: 5432.868652
	Iteration 44Q: 3 clusters Score -7691351 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -7691523.500000 Penalty: 5432.868652
	Iteration 45Q: 3 clusters Score -7691524 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -7691751.000000 Penalty: 5432.868652
	Iteration 46Q: 3 clusters Score -7691751 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -7691962.500000 Penalty: 5432.868652
	Iteration 47Q: 3 clusters Score -7691962 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -7692217.000000 Penalty: 5432.868652
	Iteration 48Q: 3 clusters Score -7692217 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -7692549.000000 Penalty: 5432.868652
	Iteration 49Q: 3 clusters Score -7692549 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -7692972.000000 Penalty: 5432.868652
	Iteration 50Q: 3 clusters Score -7692972 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -7693513.500000 Penalty: 5432.868652
	Iteration 51Q: 3 clusters Score -7693514 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -7694062.500000 Penalty: 5432.868652
	Iteration 52Q: 3 clusters Score -7694062 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -7694711.500000 Penalty: 5432.868652
	Iteration 53Q: 3 clusters Score -7694712 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -7695456.500000 Penalty: 5432.868652
	Iteration 54Q: 3 clusters Score -7695456 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -7696229.000000 Penalty: 5432.868652
	Iteration 55Q: 3 clusters Score -7696229 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -7697000.000000 Penalty: 5432.868652
	Iteration 56Q: 3 clusters Score -7697000 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -7697766.500000 Penalty: 5432.868652
	Iteration 57Q: 3 clusters Score -7697766 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7698486 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49638 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -7699146.500000 Penalty: 5432.868652
	Iteration 59Q: 3 clusters Score -7699146 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -7699645.000000 Penalty: 5432.868652
	Iteration 60F: 3 clusters Score -7699645 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51625 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -7700060.500000 Penalty: 5432.868652
	Iteration 61Q: 3 clusters Score -7700060 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -7700443.500000 Penalty: 5432.868652
	Iteration 62Q: 3 clusters Score -7700444 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -7700724.000000 Penalty: 5432.868652
	Iteration 63Q: 3 clusters Score -7700724 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53356 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -7700937.500000 Penalty: 5432.868652
	Iteration 64Q: 3 clusters Score -7700938 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -7701084.500000 Penalty: 5432.868652
	Iteration 65Q: 3 clusters Score -7701084 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54032 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -7701232.000000 Penalty: 5432.868652
	Iteration 66Q: 3 clusters Score -7701232 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54247 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -7701332.000000 Penalty: 5432.868652
	Iteration 67Q: 3 clusters Score -7701332 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54409 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -7701412.000000 Penalty: 5432.868652
	Iteration 68Q: 3 clusters Score -7701412 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -7701457.000000 Penalty: 5432.868652
	Iteration 69Q: 3 clusters Score -7701457 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54660 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -7701507.500000 Penalty: 5432.868652
	Iteration 70Q: 3 clusters Score -7701508 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -7701527.000000 Penalty: 5432.868652
	Iteration 71Q: 3 clusters Score -7701527 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -7701551.000000 Penalty: 5432.868652
	Iteration 72Q: 3 clusters Score -7701551 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54900 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -7701566.500000 Penalty: 5432.868652
	Iteration 73Q: 3 clusters Score -7701566 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54956 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7701592.500000 Penalty: 5432.868652
	Iteration 74Q: 3 clusters Score -7701592 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -7701605.000000 Penalty: 5432.868652
	Iteration 75Q: 3 clusters Score -7701605 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -7701619.500000 Penalty: 5432.868652
	Iteration 76Q: 3 clusters Score -7701620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -7701632.000000 Penalty: 5432.868652
	Iteration 77Q: 3 clusters Score -7701632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55131 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7701634.500000 Penalty: 5432.868652
	Iteration 78Q: 3 clusters Score -7701634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -7701645.000000 Penalty: 5432.868652
	Iteration 79Q: 3 clusters Score -7701645 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -7701667.500000 Penalty: 5432.868652
	Iteration 80F: 3 clusters Score -7701668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -7701664.500000 Penalty: 5432.868652
	Iteration 81Q: 3 clusters Score -7701664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7701664.000000 Penalty: 5432.868652
	Iteration 82Q: 3 clusters Score -7701664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55212 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -7701670.000000 Penalty: 5432.868652
	Iteration 83Q: 3 clusters Score -7701670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55221 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -7701676.500000 Penalty: 5432.868652
	Iteration 84Q: 3 clusters Score -7701676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -7701677.000000 Penalty: 5432.868652
	Iteration 85Q: 3 clusters Score -7701677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -7701683.000000 Penalty: 5432.868652
	Iteration 86Q: 3 clusters Score -7701683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55228 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -7701685.000000 Penalty: 5432.868652
	Iteration 87Q: 3 clusters Score -7701685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -7701687.000000 Penalty: 5432.868652
	Iteration 88Q: 3 clusters Score -7701687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55232 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -7701687.000000 Penalty: 5432.868652
	Iteration 89Q: 3 clusters Score -7701687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7701688.500000 Penalty: 5432.868652
	Iteration 90Q: 3 clusters Score -7701688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55238 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -7701693.000000 Penalty: 5432.868652
	Iteration 91Q: 3 clusters Score -7701693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -7701690.000000 Penalty: 5432.868652
	Iteration 92Q: 3 clusters Score -7701690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55246 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -7701693.500000 Penalty: 5432.868652
	Iteration 93Q: 3 clusters Score -7701694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7701691.500000 Penalty: 5432.868652
	Iteration 94Q: 3 clusters Score -7701692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -7701693.000000 Penalty: 5432.868652
	Iteration 95Q: 3 clusters Score -7701693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55256 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -7701698.000000 Penalty: 5432.868652
	Iteration 96Q: 3 clusters Score -7701698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -7701693.000000 Penalty: 5432.868652
	Iteration 97Q: 3 clusters Score -7701693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -7701683.000000 Penalty: 5432.868652
	Iteration 98Q: 3 clusters Score -7701683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7701685.500000 Penalty: 5432.868652
	Iteration 99Q: 3 clusters Score -7701686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -7701690.500000 Penalty: 5432.868652
	Iteration 100F: 3 clusters Score -7701690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -7701694.500000 Penalty: 5432.868652
	Iteration 101Q: 3 clusters Score -7701694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55273 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -7701689.500000 Penalty: 5432.868652
	Iteration 102Q: 3 clusters Score -7701690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55276 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -7701696.000000 Penalty: 5432.868652
	Iteration 103Q: 3 clusters Score -7701696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -7701690.500000 Penalty: 5432.868652
	Iteration 104Q: 3 clusters Score -7701690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -7701697.000000 Penalty: 5432.868652
	Iteration 105Q: 3 clusters Score -7701697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -7701690.500000 Penalty: 5432.868652
	Iteration 106Q: 3 clusters Score -7701690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -7701689.500000 Penalty: 5432.868652
	Iteration 107Q: 3 clusters Score -7701690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -7701690.500000 Penalty: 5432.868652
	Iteration 108Q: 3 clusters Score -7701690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7701693.500000 Penalty: 5432.868652
	Iteration 109Q: 3 clusters Score -7701694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7701693.500000 Penalty: 5432.868652
	Iteration 110F: 3 clusters Score -7701694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Entering Unmasked Estep 
Score: -886312.875000 Penalty: 2181.829590
	Iteration 0F: 2 clusters Score -886312.9 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 3349 members 
Entering Unmasked Estep 
Score: -880752.000000 Penalty: 4363.659180
	Iteration 0F: 3 clusters Score -880752 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -882092.875000 Penalty: 4363.659180
	Iteration 1F: 3 clusters Score -882092.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -882315.500000 Penalty: 4363.659180
	Iteration 2F: 3 clusters Score -882315.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -882452.875000 Penalty: 4363.659180
	Iteration 3Q: 3 clusters Score -882452.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -882553.250000 Penalty: 4363.659180
	Iteration 4Q: 3 clusters Score -882553.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -882632.812500 Penalty: 4363.659180
	Iteration 5Q: 3 clusters Score -882632.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -882704.562500 Penalty: 4363.659180
	Iteration 6Q: 3 clusters Score -882704.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -882775.000000 Penalty: 4363.659180
	Iteration 7Q: 3 clusters Score -882775 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -882839.000000 Penalty: 4363.659180
	Iteration 8Q: 3 clusters Score -882839 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -882902.625000 Penalty: 4363.659180
	Iteration 9Q: 3 clusters Score -882902.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -882957.625000 Penalty: 4363.659180
	Iteration 10Q: 3 clusters Score -882957.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -883016.500000 Penalty: 4363.659180
	Iteration 11Q: 3 clusters Score -883016.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -883076.375000 Penalty: 4363.659180
	Iteration 12Q: 3 clusters Score -883076.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -883145.125000 Penalty: 4363.659180
	Iteration 13Q: 3 clusters Score -883145.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -883215.312500 Penalty: 4363.659180
	Iteration 14Q: 3 clusters Score -883215.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -883268.937500 Penalty: 4363.659180
	Iteration 15Q: 3 clusters Score -883268.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -883335.187500 Penalty: 4363.659180
	Iteration 16Q: 3 clusters Score -883335.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -883407.500000 Penalty: 4363.659180
	Iteration 17Q: 3 clusters Score -883407.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -883504.125000 Penalty: 4363.659180
	Iteration 18Q: 3 clusters Score -883504.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -883608.812500 Penalty: 4363.659180
	Iteration 19Q: 3 clusters Score -883608.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -883720.562500 Penalty: 4363.659180
	Iteration 20F: 3 clusters Score -883720.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -883832.875000 Penalty: 4363.659180
	Iteration 21Q: 3 clusters Score -883832.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -883936.187500 Penalty: 4363.659180
	Iteration 22Q: 3 clusters Score -883936.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -884031.125000 Penalty: 4363.659180
	Iteration 23Q: 3 clusters Score -884031.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -884100.187500 Penalty: 4363.659180
	Iteration 24Q: 3 clusters Score -884100.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -884141.875000 Penalty: 4363.659180
	Iteration 25Q: 3 clusters Score -884141.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -884193.062500 Penalty: 4363.659180
	Iteration 26Q: 3 clusters Score -884193.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -884225.500000 Penalty: 4363.659180
	Iteration 27Q: 3 clusters Score -884225.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -884257.875000 Penalty: 4363.659180
	Iteration 28Q: 3 clusters Score -884257.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -884276.625000 Penalty: 4363.659180
	Iteration 29Q: 3 clusters Score -884276.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -884292.875000 Penalty: 4363.659180
	Iteration 30Q: 3 clusters Score -884292.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -884310.625000 Penalty: 4363.659180
	Iteration 31Q: 3 clusters Score -884310.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -884327.375000 Penalty: 4363.659180
	Iteration 32Q: 3 clusters Score -884327.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -884341.812500 Penalty: 4363.659180
	Iteration 33Q: 3 clusters Score -884341.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -884353.312500 Penalty: 4363.659180
	Iteration 34Q: 3 clusters Score -884353.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -884365.750000 Penalty: 4363.659180
	Iteration 35Q: 3 clusters Score -884365.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -884378.000000 Penalty: 4363.659180
	Iteration 36Q: 3 clusters Score -884378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -884387.125000 Penalty: 4363.659180
	Iteration 37Q: 3 clusters Score -884387.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -884391.500000 Penalty: 4363.659180
	Iteration 38Q: 3 clusters Score -884391.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -884394.562500 Penalty: 4363.659180
	Iteration 39Q: 3 clusters Score -884394.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -884397.250000 Penalty: 4363.659180
	Iteration 40F: 3 clusters Score -884397.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -884401.375000 Penalty: 4363.659180
	Iteration 41Q: 3 clusters Score -884401.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -884405.250000 Penalty: 4363.659180
	Iteration 42Q: 3 clusters Score -884405.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -884409.500000 Penalty: 4363.659180
	Iteration 43Q: 3 clusters Score -884409.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -884411.625000 Penalty: 4363.659180
	Iteration 44Q: 3 clusters Score -884411.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -884413.187500 Penalty: 4363.659180
	Iteration 45Q: 3 clusters Score -884413.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -884417.062500 Penalty: 4363.659180
	Iteration 46Q: 3 clusters Score -884417.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -884418.312500 Penalty: 4363.659180
	Iteration 47Q: 3 clusters Score -884418.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -884418.312500 Penalty: 4363.659180
	Iteration 48F: 3 clusters Score -884418.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Entering Unmasked Estep 
Score: -1746931.375000 Penalty: 2354.739746
	Iteration 0F: 2 clusters Score -1746931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1737171.625000 Penalty: 4709.479492
	Iteration 0F: 3 clusters Score -1737172 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1740092.625000 Penalty: 4709.479492
	Iteration 1F: 3 clusters Score -1740093 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1740394.250000 Penalty: 4709.479492
	Iteration 2F: 3 clusters Score -1740394 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1740631.125000 Penalty: 4709.479492
	Iteration 3Q: 3 clusters Score -1740631 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1740820.375000 Penalty: 4709.479492
	Iteration 4Q: 3 clusters Score -1740820 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1740950.750000 Penalty: 4709.479492
	Iteration 5Q: 3 clusters Score -1740951 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1741053.875000 Penalty: 4709.479492
	Iteration 6Q: 3 clusters Score -1741054 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1741148.750000 Penalty: 4709.479492
	Iteration 7Q: 3 clusters Score -1741149 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1741228.625000 Penalty: 4709.479492
	Iteration 8Q: 3 clusters Score -1741229 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1741336.500000 Penalty: 4709.479492
	Iteration 9Q: 3 clusters Score -1741336 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1741457.000000 Penalty: 4709.479492
	Iteration 10Q: 3 clusters Score -1741457 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1741600.250000 Penalty: 4709.479492
	Iteration 11Q: 3 clusters Score -1741600 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1741750.500000 Penalty: 4709.479492
	Iteration 12Q: 3 clusters Score -1741750 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1741932.375000 Penalty: 4709.479492
	Iteration 13Q: 3 clusters Score -1741932 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1742165.125000 Penalty: 4709.479492
	Iteration 14Q: 3 clusters Score -1742165 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1742458.750000 Penalty: 4709.479492
	Iteration 15Q: 3 clusters Score -1742459 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1742775.500000 Penalty: 4709.479492
	Iteration 16Q: 3 clusters Score -1742776 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1743129.750000 Penalty: 4709.479492
	Iteration 17Q: 3 clusters Score -1743130 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1743495.375000 Penalty: 4709.479492
	Iteration 18Q: 3 clusters Score -1743495 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1743822.625000 Penalty: 4709.479492
	Iteration 19Q: 3 clusters Score -1743823 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1744089.500000 Penalty: 4709.479492
	Iteration 20F: 3 clusters Score -1744090 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1744314.125000 Penalty: 4709.479492
	Iteration 21Q: 3 clusters Score -1744314 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1744493.375000 Penalty: 4709.479492
	Iteration 22Q: 3 clusters Score -1744493 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1744643.625000 Penalty: 4709.479492
	Iteration 23Q: 3 clusters Score -1744644 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1744774.000000 Penalty: 4709.479492
	Iteration 24Q: 3 clusters Score -1744774 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1744902.625000 Penalty: 4709.479492
	Iteration 25Q: 3 clusters Score -1744903 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1744987.625000 Penalty: 4709.479492
	Iteration 26Q: 3 clusters Score -1744988 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1745053.625000 Penalty: 4709.479492
	Iteration 27Q: 3 clusters Score -1745054 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1745102.125000 Penalty: 4709.479492
	Iteration 28Q: 3 clusters Score -1745102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1745122.500000 Penalty: 4709.479492
	Iteration 29Q: 3 clusters Score -1745122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1745139.875000 Penalty: 4709.479492
	Iteration 30Q: 3 clusters Score -1745140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1745160.500000 Penalty: 4709.479492
	Iteration 31Q: 3 clusters Score -1745160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1745164.250000 Penalty: 4709.479492
	Iteration 32Q: 3 clusters Score -1745164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1745169.750000 Penalty: 4709.479492
	Iteration 33Q: 3 clusters Score -1745170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1745178.750000 Penalty: 4709.479492
	Iteration 34Q: 3 clusters Score -1745179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1745191.000000 Penalty: 4709.479492
	Iteration 35Q: 3 clusters Score -1745191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1745199.875000 Penalty: 4709.479492
	Iteration 36Q: 3 clusters Score -1745200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1745202.250000 Penalty: 4709.479492
	Iteration 37Q: 3 clusters Score -1745202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1745206.250000 Penalty: 4709.479492
	Iteration 38Q: 3 clusters Score -1745206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1745212.000000 Penalty: 4709.479492
	Iteration 39Q: 3 clusters Score -1745212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1745217.375000 Penalty: 4709.479492
	Iteration 40F: 3 clusters Score -1745217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1745220.250000 Penalty: 4709.479492
	Iteration 41Q: 3 clusters Score -1745220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1745225.750000 Penalty: 4709.479492
	Iteration 42Q: 3 clusters Score -1745226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1745228.625000 Penalty: 4709.479492
	Iteration 43Q: 3 clusters Score -1745229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1745231.625000 Penalty: 4709.479492
	Iteration 44Q: 3 clusters Score -1745232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1745234.875000 Penalty: 4709.479492
	Iteration 45Q: 3 clusters Score -1745235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1745239.000000 Penalty: 4709.479492
	Iteration 46Q: 3 clusters Score -1745239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1745241.000000 Penalty: 4709.479492
	Iteration 47Q: 3 clusters Score -1745241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1745239.500000 Penalty: 4709.479492
	Iteration 48Q: 3 clusters Score -1745240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1745241.375000 Penalty: 4709.479492
	Iteration 49Q: 3 clusters Score -1745241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1745242.750000 Penalty: 4709.479492
	Iteration 50Q: 3 clusters Score -1745243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1745243.875000 Penalty: 4709.479492
	Iteration 51Q: 3 clusters Score -1745244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1745247.375000 Penalty: 4709.479492
	Iteration 52Q: 3 clusters Score -1745247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1745247.375000 Penalty: 4709.479492
	Iteration 53F: 3 clusters Score -1745247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (201257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201257 members 
Entering Unmasked Estep 
Score: -27598218.000000 Penalty: 3028.659668
	Iteration 0F: 2 clusters Score -2.759822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100711 members 
Mstep: Class 2 contains 100546 members 
Entering Unmasked Estep 
Score: -27467800.000000 Penalty: 6057.319336
	Iteration 0F: 3 clusters Score -2.74678e+07 nChanged 96741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101550 members 
Mstep: Class 2 contains 99707 members 
Entering Unmasked Estep 
Score: -27524546.000000 Penalty: 6057.319336
	Iteration 1F: 3 clusters Score -2.752455e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101634 members 
Mstep: Class 2 contains 99623 members 
Entering Unmasked Estep 
Score: -27526280.000000 Penalty: 6057.319336
	Iteration 2Q: 3 clusters Score -2.752628e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101787 members 
Mstep: Class 2 contains 99470 members 
Entering Unmasked Estep 
Score: -27528676.000000 Penalty: 6057.319336
	Iteration 3Q: 3 clusters Score -2.752868e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101924 members 
Mstep: Class 2 contains 99333 members 
Entering Unmasked Estep 
Score: -27531730.000000 Penalty: 6057.319336
	Iteration 4Q: 3 clusters Score -2.753173e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101891 members 
Mstep: Class 2 contains 99366 members 
Entering Unmasked Estep 
Score: -27535948.000000 Penalty: 6057.319336
	Iteration 5Q: 3 clusters Score -2.753595e+07 nChanged 10176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101279 members 
Mstep: Class 2 contains 99978 members 
Entering Unmasked Estep 
Score: -27541194.000000 Penalty: 6057.319336
	Iteration 6F: 3 clusters Score -2.754119e+07 nChanged 11872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99849 members 
Mstep: Class 2 contains 101408 members 
Entering Unmasked Estep 
Score: -27547978.000000 Penalty: 6057.319336
	Iteration 7F: 3 clusters Score -2.754798e+07 nChanged 13293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96990 members 
Mstep: Class 2 contains 104267 members 
Entering Unmasked Estep 
Score: -27557164.000000 Penalty: 6057.319336
	Iteration 8F: 3 clusters Score -2.755716e+07 nChanged 13839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93027 members 
Mstep: Class 2 contains 108230 members 
Entering Unmasked Estep 
Score: -27567798.000000 Penalty: 6057.319336
	Iteration 9F: 3 clusters Score -2.75678e+07 nChanged 12151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89142 members 
Mstep: Class 2 contains 112115 members 
Entering Unmasked Estep 
Score: -27575912.000000 Penalty: 6057.319336
	Iteration 10F: 3 clusters Score -2.757591e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86055 members 
Mstep: Class 2 contains 115202 members 
Entering Unmasked Estep 
Score: -27579550.000000 Penalty: 6057.319336
	Iteration 11Q: 3 clusters Score -2.757955e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83633 members 
Mstep: Class 2 contains 117624 members 
Entering Unmasked Estep 
Score: -27581102.000000 Penalty: 6057.319336
	Iteration 12Q: 3 clusters Score -2.75811e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81574 members 
Mstep: Class 2 contains 119683 members 
Entering Unmasked Estep 
Score: -27582256.000000 Penalty: 6057.319336
	Iteration 13Q: 3 clusters Score -2.758226e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79754 members 
Mstep: Class 2 contains 121503 members 
Entering Unmasked Estep 
Score: -27583276.000000 Penalty: 6057.319336
	Iteration 14Q: 3 clusters Score -2.758328e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78125 members 
Mstep: Class 2 contains 123132 members 
Entering Unmasked Estep 
Score: -27584000.000000 Penalty: 6057.319336
	Iteration 15Q: 3 clusters Score -2.7584e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76628 members 
Mstep: Class 2 contains 124629 members 
Entering Unmasked Estep 
Score: -27584722.000000 Penalty: 6057.319336
	Iteration 16Q: 3 clusters Score -2.758472e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75185 members 
Mstep: Class 2 contains 126072 members 
Entering Unmasked Estep 
Score: -27585152.000000 Penalty: 6057.319336
	Iteration 17Q: 3 clusters Score -2.758515e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73792 members 
Mstep: Class 2 contains 127465 members 
Entering Unmasked Estep 
Score: -27585568.000000 Penalty: 6057.319336
	Iteration 18Q: 3 clusters Score -2.758557e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72367 members 
Mstep: Class 2 contains 128890 members 
Entering Unmasked Estep 
Score: -27585818.000000 Penalty: 6057.319336
	Iteration 19Q: 3 clusters Score -2.758582e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71006 members 
Mstep: Class 2 contains 130251 members 
Entering Unmasked Estep 
Score: -27586148.000000 Penalty: 6057.319336
	Iteration 20F: 3 clusters Score -2.758615e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69715 members 
Mstep: Class 2 contains 131542 members 
Entering Unmasked Estep 
Score: -27586316.000000 Penalty: 6057.319336
	Iteration 21Q: 3 clusters Score -2.758632e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68440 members 
Mstep: Class 2 contains 132817 members 
Entering Unmasked Estep 
Score: -27586496.000000 Penalty: 6057.319336
	Iteration 22Q: 3 clusters Score -2.75865e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67275 members 
Mstep: Class 2 contains 133982 members 
Entering Unmasked Estep 
Score: -27586654.000000 Penalty: 6057.319336
	Iteration 23Q: 3 clusters Score -2.758665e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66154 members 
Mstep: Class 2 contains 135103 members 
Entering Unmasked Estep 
Score: -27586748.000000 Penalty: 6057.319336
	Iteration 24Q: 3 clusters Score -2.758675e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64956 members 
Mstep: Class 2 contains 136301 members 
Entering Unmasked Estep 
Score: -27586936.000000 Penalty: 6057.319336
	Iteration 25Q: 3 clusters Score -2.758694e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63683 members 
Mstep: Class 2 contains 137574 members 
Entering Unmasked Estep 
Score: -27587086.000000 Penalty: 6057.319336
	Iteration 26Q: 3 clusters Score -2.758709e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62406 members 
Mstep: Class 2 contains 138851 members 
Entering Unmasked Estep 
Score: -27587180.000000 Penalty: 6057.319336
	Iteration 27Q: 3 clusters Score -2.758718e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61138 members 
Mstep: Class 2 contains 140119 members 
Entering Unmasked Estep 
Score: -27587342.000000 Penalty: 6057.319336
	Iteration 28Q: 3 clusters Score -2.758734e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 141433 members 
Entering Unmasked Estep 
Score: -27587534.000000 Penalty: 6057.319336
	Iteration 29Q: 3 clusters Score -2.758753e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 142738 members 
Entering Unmasked Estep 
Score: -27587666.000000 Penalty: 6057.319336
	Iteration 30Q: 3 clusters Score -2.758767e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57207 members 
Mstep: Class 2 contains 144050 members 
Entering Unmasked Estep 
Score: -27587738.000000 Penalty: 6057.319336
	Iteration 31Q: 3 clusters Score -2.758774e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55729 members 
Mstep: Class 2 contains 145528 members 
Entering Unmasked Estep 
Score: -27587920.000000 Penalty: 6057.319336
	Iteration 32Q: 3 clusters Score -2.758792e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54118 members 
Mstep: Class 2 contains 147139 members 
Entering Unmasked Estep 
Score: -27588082.000000 Penalty: 6057.319336
	Iteration 33Q: 3 clusters Score -2.758808e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 148922 members 
Entering Unmasked Estep 
Score: -27588346.000000 Penalty: 6057.319336
	Iteration 34Q: 3 clusters Score -2.758835e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 150804 members 
Entering Unmasked Estep 
Score: -27588700.000000 Penalty: 6057.319336
	Iteration 35Q: 3 clusters Score -2.75887e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 153002 members 
Entering Unmasked Estep 
Score: -27589088.000000 Penalty: 6057.319336
	Iteration 36Q: 3 clusters Score -2.758909e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 155333 members 
Entering Unmasked Estep 
Score: -27589512.000000 Penalty: 6057.319336
	Iteration 37Q: 3 clusters Score -2.758951e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 157867 members 
Entering Unmasked Estep 
Score: -27590108.000000 Penalty: 6057.319336
	Iteration 38Q: 3 clusters Score -2.759011e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 160666 members 
Entering Unmasked Estep 
Score: -27590450.000000 Penalty: 6057.319336
	Iteration 39Q: 3 clusters Score -2.759045e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 163568 members 
Entering Unmasked Estep 
Score: -27591028.000000 Penalty: 6057.319336
	Iteration 40F: 3 clusters Score -2.759103e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 166629 members 
Entering Unmasked Estep 
Score: -27591578.000000 Penalty: 6057.319336
	Iteration 41Q: 3 clusters Score -2.759158e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 169753 members 
Entering Unmasked Estep 
Score: -27592072.000000 Penalty: 6057.319336
	Iteration 42Q: 3 clusters Score -2.759207e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 173040 members 
Entering Unmasked Estep 
Score: -27592564.000000 Penalty: 6057.319336
	Iteration 43Q: 3 clusters Score -2.759256e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 176382 members 
Entering Unmasked Estep 
Score: -27593126.000000 Penalty: 6057.319336
	Iteration 44Q: 3 clusters Score -2.759313e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 179736 members 
Entering Unmasked Estep 
Score: -27593976.000000 Penalty: 6057.319336
	Iteration 45Q: 3 clusters Score -2.759398e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 182888 members 
Entering Unmasked Estep 
Score: -27594610.000000 Penalty: 6057.319336
	Iteration 46Q: 3 clusters Score -2.759461e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 185825 members 
Entering Unmasked Estep 
Score: -27595134.000000 Penalty: 6057.319336
	Iteration 47Q: 3 clusters Score -2.759513e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 188490 members 
Entering Unmasked Estep 
Score: -27595772.000000 Penalty: 6057.319336
	Iteration 48Q: 3 clusters Score -2.759577e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 190793 members 
Entering Unmasked Estep 
Score: -27596312.000000 Penalty: 6057.319336
	Iteration 49Q: 3 clusters Score -2.759631e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 192705 members 
Entering Unmasked Estep 
Score: -27596688.000000 Penalty: 6057.319336
	Iteration 50Q: 3 clusters Score -2.759669e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 194264 members 
Entering Unmasked Estep 
Score: -27596814.000000 Penalty: 6057.319336
	Iteration 51Q: 3 clusters Score -2.759681e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 195503 members 
Entering Unmasked Estep 
Score: -27596984.000000 Penalty: 6057.319336
	Iteration 52Q: 3 clusters Score -2.759698e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 196480 members 
Entering Unmasked Estep 
Score: -27596998.000000 Penalty: 6057.319336
	Iteration 53Q: 3 clusters Score -2.7597e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 197264 members 
Entering Unmasked Estep 
Score: -27596982.000000 Penalty: 6057.319336
	Iteration 54Q: 3 clusters Score -2.759698e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 197840 members 
Entering Unmasked Estep 
Score: -27596972.000000 Penalty: 6057.319336
	Iteration 55Q: 3 clusters Score -2.759697e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 198264 members 
Entering Unmasked Estep 
Score: -27596878.000000 Penalty: 6057.319336
	Iteration 56Q: 3 clusters Score -2.759688e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 198569 members 
Entering Unmasked Estep 
Score: -27596890.000000 Penalty: 6057.319336
	Iteration 57Q: 3 clusters Score -2.759689e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 198801 members 
Entering Unmasked Estep 
Score: -27596914.000000 Penalty: 6057.319336
	Iteration 58Q: 3 clusters Score -2.759691e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 198943 members 
Entering Unmasked Estep 
Score: -27596848.000000 Penalty: 6057.319336
	Iteration 59Q: 3 clusters Score -2.759685e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 199058 members 
Entering Unmasked Estep 
Score: -27596874.000000 Penalty: 6057.319336
	Iteration 60F: 3 clusters Score -2.759687e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 199236 members 
Entering Unmasked Estep 
Score: -27596858.000000 Penalty: 6057.319336
	Iteration 61Q: 3 clusters Score -2.759686e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 199375 members 
Entering Unmasked Estep 
Score: -27596798.000000 Penalty: 6057.319336
	Iteration 62Q: 3 clusters Score -2.75968e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 199476 members 
Entering Unmasked Estep 
Score: -27596774.000000 Penalty: 6057.319336
	Iteration 63Q: 3 clusters Score -2.759677e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 199557 members 
Entering Unmasked Estep 
Score: -27596720.000000 Penalty: 6057.319336
	Iteration 64Q: 3 clusters Score -2.759672e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 199612 members 
Entering Unmasked Estep 
Score: -27596710.000000 Penalty: 6057.319336
	Iteration 65Q: 3 clusters Score -2.759671e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 199666 members 
Entering Unmasked Estep 
Score: -27596716.000000 Penalty: 6057.319336
	Iteration 66Q: 3 clusters Score -2.759672e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 199713 members 
Entering Unmasked Estep 
Score: -27596702.000000 Penalty: 6057.319336
	Iteration 67Q: 3 clusters Score -2.75967e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 199753 members 
Entering Unmasked Estep 
Score: -27596674.000000 Penalty: 6057.319336
	Iteration 68Q: 3 clusters Score -2.759667e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 199782 members 
Entering Unmasked Estep 
Score: -27596668.000000 Penalty: 6057.319336
	Iteration 69Q: 3 clusters Score -2.759667e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 199814 members 
Entering Unmasked Estep 
Score: -27596676.000000 Penalty: 6057.319336
	Iteration 70Q: 3 clusters Score -2.759668e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 199838 members 
Entering Unmasked Estep 
Score: -27596656.000000 Penalty: 6057.319336
	Iteration 71Q: 3 clusters Score -2.759666e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 199857 members 
Entering Unmasked Estep 
Score: -27596648.000000 Penalty: 6057.319336
	Iteration 72Q: 3 clusters Score -2.759665e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 199877 members 
Entering Unmasked Estep 
Score: -27596628.000000 Penalty: 6057.319336
	Iteration 73Q: 3 clusters Score -2.759663e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 199895 members 
Entering Unmasked Estep 
Score: -27596624.000000 Penalty: 6057.319336
	Iteration 74Q: 3 clusters Score -2.759662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 199904 members 
Entering Unmasked Estep 
Score: -27596616.000000 Penalty: 6057.319336
	Iteration 75Q: 3 clusters Score -2.759662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 199911 members 
Entering Unmasked Estep 
Score: -27596626.000000 Penalty: 6057.319336
	Iteration 76Q: 3 clusters Score -2.759663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 199925 members 
Entering Unmasked Estep 
Score: -27596618.000000 Penalty: 6057.319336
	Iteration 77Q: 3 clusters Score -2.759662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 199933 members 
Entering Unmasked Estep 
Score: -27596626.000000 Penalty: 6057.319336
	Iteration 78Q: 3 clusters Score -2.759663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 199943 members 
Entering Unmasked Estep 
Score: -27596628.000000 Penalty: 6057.319336
	Iteration 79Q: 3 clusters Score -2.759663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 199947 members 
Entering Unmasked Estep 
Score: -27596626.000000 Penalty: 6057.319336
	Iteration 80F: 3 clusters Score -2.759663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 199953 members 
Entering Unmasked Estep 
Score: -27596632.000000 Penalty: 6057.319336
	Iteration 81Q: 3 clusters Score -2.759663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 199957 members 
Entering Unmasked Estep 
Score: -27596628.000000 Penalty: 6057.319336
	Iteration 82Q: 3 clusters Score -2.759663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 199962 members 
Entering Unmasked Estep 
Score: -27596634.000000 Penalty: 6057.319336
	Iteration 83Q: 3 clusters Score -2.759663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 199965 members 
Entering Unmasked Estep 
Score: -27596620.000000 Penalty: 6057.319336
	Iteration 84Q: 3 clusters Score -2.759662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 199968 members 
Entering Unmasked Estep 
Score: -27596624.000000 Penalty: 6057.319336
	Iteration 85Q: 3 clusters Score -2.759662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 199973 members 
Entering Unmasked Estep 
Score: -27596620.000000 Penalty: 6057.319336
	Iteration 86Q: 3 clusters Score -2.759662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 199978 members 
Entering Unmasked Estep 
Score: -27596638.000000 Penalty: 6057.319336
	Iteration 87Q: 3 clusters Score -2.759664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 199983 members 
Entering Unmasked Estep 
Score: -27596608.000000 Penalty: 6057.319336
	Iteration 88Q: 3 clusters Score -2.759661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 199987 members 
Entering Unmasked Estep 
Score: -27596592.000000 Penalty: 6057.319336
	Iteration 89Q: 3 clusters Score -2.759659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 199991 members 
Entering Unmasked Estep 
Score: -27596590.000000 Penalty: 6057.319336
	Iteration 90Q: 3 clusters Score -2.759659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 199993 members 
Entering Unmasked Estep 
Score: -27596594.000000 Penalty: 6057.319336
	Iteration 91Q: 3 clusters Score -2.759659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 199995 members 
Entering Unmasked Estep 
Score: -27596584.000000 Penalty: 6057.319336
	Iteration 92Q: 3 clusters Score -2.759658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 199998 members 
Entering Unmasked Estep 
Score: -27596590.000000 Penalty: 6057.319336
	Iteration 93Q: 3 clusters Score -2.759659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 200001 members 
Entering Unmasked Estep 
Score: -27596600.000000 Penalty: 6057.319336
	Iteration 94Q: 3 clusters Score -2.75966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 200001 members 
Entering Unmasked Estep 
Score: -27596600.000000 Penalty: 6057.319336
	Iteration 95F: 3 clusters Score -2.75966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (66810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66810 members 
Entering Unmasked Estep 
Score: -9229274.000000 Penalty: 2755.182617
	Iteration 0F: 2 clusters Score -9229274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -9184575.000000 Penalty: 5510.365234
	Iteration 0F: 3 clusters Score -9184575 nChanged 31075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -9201908.000000 Penalty: 5510.365234
	Iteration 1F: 3 clusters Score -9201908 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -9202537.000000 Penalty: 5510.365234
	Iteration 2Q: 3 clusters Score -9202537 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -9203257.000000 Penalty: 5510.365234
	Iteration 3Q: 3 clusters Score -9203257 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -9204180.000000 Penalty: 5510.365234
	Iteration 4Q: 3 clusters Score -9204180 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -9205384.000000 Penalty: 5510.365234
	Iteration 5Q: 3 clusters Score -9205384 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -9207309.000000 Penalty: 5510.365234
	Iteration 6F: 3 clusters Score -9207309 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -9210051.000000 Penalty: 5510.365234
	Iteration 7F: 3 clusters Score -9210051 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -9213912.000000 Penalty: 5510.365234
	Iteration 8F: 3 clusters Score -9213912 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 53208 members 
Entering Unmasked Estep 
Score: -9218065.000000 Penalty: 5510.365234
	Iteration 9F: 3 clusters Score -9218065 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 56121 members 
Entering Unmasked Estep 
Score: -9221378.000000 Penalty: 5510.365234
	Iteration 10F: 3 clusters Score -9221378 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 57808 members 
Entering Unmasked Estep 
Score: -9223314.000000 Penalty: 5510.365234
	Iteration 11Q: 3 clusters Score -9223314 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 58821 members 
Entering Unmasked Estep 
Score: -9224269.000000 Penalty: 5510.365234
	Iteration 12Q: 3 clusters Score -9224269 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 59606 members 
Entering Unmasked Estep 
Score: -9224806.000000 Penalty: 5510.365234
	Iteration 13Q: 3 clusters Score -9224806 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 60236 members 
Entering Unmasked Estep 
Score: -9225114.000000 Penalty: 5510.365234
	Iteration 14Q: 3 clusters Score -9225114 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -9225380.000000 Penalty: 5510.365234
	Iteration 15Q: 3 clusters Score -9225380 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 61324 members 
Entering Unmasked Estep 
Score: -9225619.000000 Penalty: 5510.365234
	Iteration 16Q: 3 clusters Score -9225619 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
Score: -9225760.000000 Penalty: 5510.365234
	Iteration 17Q: 3 clusters Score -9225760 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 62176 members 
Entering Unmasked Estep 
Score: -9225963.000000 Penalty: 5510.365234
	Iteration 18Q: 3 clusters Score -9225963 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 62523 members 
Entering Unmasked Estep 
Score: -9226108.000000 Penalty: 5510.365234
	Iteration 19Q: 3 clusters Score -9226108 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 62822 members 
Entering Unmasked Estep 
Score: -9226214.000000 Penalty: 5510.365234
	Iteration 20F: 3 clusters Score -9226214 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 63079 members 
Entering Unmasked Estep 
Score: -9226302.000000 Penalty: 5510.365234
	Iteration 21Q: 3 clusters Score -9226302 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 63326 members 
Entering Unmasked Estep 
Score: -9226427.000000 Penalty: 5510.365234
	Iteration 22Q: 3 clusters Score -9226427 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 63529 members 
Entering Unmasked Estep 
Score: -9226457.000000 Penalty: 5510.365234
	Iteration 23Q: 3 clusters Score -9226457 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -9226500.000000 Penalty: 5510.365234
	Iteration 24Q: 3 clusters Score -9226500 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 63838 members 
Entering Unmasked Estep 
Score: -9226545.000000 Penalty: 5510.365234
	Iteration 25Q: 3 clusters Score -9226545 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 63976 members 
Entering Unmasked Estep 
Score: -9226595.000000 Penalty: 5510.365234
	Iteration 26Q: 3 clusters Score -9226595 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -9226637.000000 Penalty: 5510.365234
	Iteration 27Q: 3 clusters Score -9226637 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -9226656.000000 Penalty: 5510.365234
	Iteration 28Q: 3 clusters Score -9226656 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 64287 members 
Entering Unmasked Estep 
Score: -9226686.000000 Penalty: 5510.365234
	Iteration 29Q: 3 clusters Score -9226686 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 64372 members 
Entering Unmasked Estep 
Score: -9226705.000000 Penalty: 5510.365234
	Iteration 30Q: 3 clusters Score -9226705 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 64433 members 
Entering Unmasked Estep 
Score: -9226725.000000 Penalty: 5510.365234
	Iteration 31Q: 3 clusters Score -9226725 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 64503 members 
Entering Unmasked Estep 
Score: -9226782.000000 Penalty: 5510.365234
	Iteration 32Q: 3 clusters Score -9226782 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 64570 members 
Entering Unmasked Estep 
Score: -9226820.000000 Penalty: 5510.365234
	Iteration 33Q: 3 clusters Score -9226820 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 64628 members 
Entering Unmasked Estep 
Score: -9226825.000000 Penalty: 5510.365234
	Iteration 34Q: 3 clusters Score -9226825 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 64685 members 
Entering Unmasked Estep 
Score: -9226851.000000 Penalty: 5510.365234
	Iteration 35Q: 3 clusters Score -9226851 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 64734 members 
Entering Unmasked Estep 
Score: -9226854.000000 Penalty: 5510.365234
	Iteration 36Q: 3 clusters Score -9226854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -9226867.000000 Penalty: 5510.365234
	Iteration 37Q: 3 clusters Score -9226867 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 64833 members 
Entering Unmasked Estep 
Score: -9226882.000000 Penalty: 5510.365234
	Iteration 38Q: 3 clusters Score -9226882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -9226893.000000 Penalty: 5510.365234
	Iteration 39Q: 3 clusters Score -9226893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -9226902.000000 Penalty: 5510.365234
	Iteration 40F: 3 clusters Score -9226902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 64920 members 
Entering Unmasked Estep 
Score: -9226908.000000 Penalty: 5510.365234
	Iteration 41Q: 3 clusters Score -9226908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -9226905.000000 Penalty: 5510.365234
	Iteration 42Q: 3 clusters Score -9226905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 64956 members 
Entering Unmasked Estep 
Score: -9226920.000000 Penalty: 5510.365234
	Iteration 43Q: 3 clusters Score -9226920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -9226936.000000 Penalty: 5510.365234
	Iteration 44Q: 3 clusters Score -9226936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 64984 members 
Entering Unmasked Estep 
Score: -9226941.000000 Penalty: 5510.365234
	Iteration 45Q: 3 clusters Score -9226941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 64993 members 
Entering Unmasked Estep 
Score: -9226937.000000 Penalty: 5510.365234
	Iteration 46Q: 3 clusters Score -9226937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 65000 members 
Entering Unmasked Estep 
Score: -9226938.000000 Penalty: 5510.365234
	Iteration 47Q: 3 clusters Score -9226938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 65010 members 
Entering Unmasked Estep 
Score: -9226949.000000 Penalty: 5510.365234
	Iteration 48Q: 3 clusters Score -9226949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 65023 members 
Entering Unmasked Estep 
Score: -9226940.000000 Penalty: 5510.365234
	Iteration 49Q: 3 clusters Score -9226940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 65036 members 
Entering Unmasked Estep 
Score: -9226940.000000 Penalty: 5510.365234
	Iteration 50Q: 3 clusters Score -9226940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 65043 members 
Entering Unmasked Estep 
Score: -9226950.000000 Penalty: 5510.365234
	Iteration 51Q: 3 clusters Score -9226950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 65052 members 
Entering Unmasked Estep 
Score: -9226951.000000 Penalty: 5510.365234
	Iteration 52Q: 3 clusters Score -9226951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 65065 members 
Entering Unmasked Estep 
Score: -9226969.000000 Penalty: 5510.365234
	Iteration 53Q: 3 clusters Score -9226969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 65084 members 
Entering Unmasked Estep 
Score: -9226968.000000 Penalty: 5510.365234
	Iteration 54Q: 3 clusters Score -9226968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 65095 members 
Entering Unmasked Estep 
Score: -9226964.000000 Penalty: 5510.365234
	Iteration 55Q: 3 clusters Score -9226964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 65101 members 
Entering Unmasked Estep 
Score: -9226970.000000 Penalty: 5510.365234
	Iteration 56Q: 3 clusters Score -9226970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 65107 members 
Entering Unmasked Estep 
Score: -9226975.000000 Penalty: 5510.365234
	Iteration 57Q: 3 clusters Score -9226975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 65112 members 
Entering Unmasked Estep 
Score: -9226973.000000 Penalty: 5510.365234
	Iteration 58Q: 3 clusters Score -9226973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -9226970.000000 Penalty: 5510.365234
	Iteration 59Q: 3 clusters Score -9226970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 65118 members 
Entering Unmasked Estep 
Score: -9226974.000000 Penalty: 5510.365234
	Iteration 60F: 3 clusters Score -9226974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 65118 members 
Entering Unmasked Estep 
Score: -9226977.000000 Penalty: 5510.365234
	Iteration 61Q: 3 clusters Score -9226977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 65118 members 
Entering Unmasked Estep 
Score: -9226977.000000 Penalty: 5510.365234
	Iteration 62F: 3 clusters Score -9226977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Entering Unmasked Estep 
Score: -287765.000000 Penalty: 1907.757324
	Iteration 0F: 2 clusters Score -287765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -285015.906250 Penalty: 3815.514648
	Iteration 0F: 3 clusters Score -285015.9 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -285483.281250 Penalty: 3815.514648
	Iteration 1F: 3 clusters Score -285483.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -285626.812500 Penalty: 3815.514648
	Iteration 2F: 3 clusters Score -285626.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -285701.125000 Penalty: 3815.514648
	Iteration 3Q: 3 clusters Score -285701.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -285750.343750 Penalty: 3815.514648
	Iteration 4Q: 3 clusters Score -285750.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -285784.312500 Penalty: 3815.514648
	Iteration 5Q: 3 clusters Score -285784.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -285832.406250 Penalty: 3815.514648
	Iteration 6Q: 3 clusters Score -285832.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -285894.062500 Penalty: 3815.514648
	Iteration 7Q: 3 clusters Score -285894.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -285942.343750 Penalty: 3815.514648
	Iteration 8Q: 3 clusters Score -285942.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -285987.875000 Penalty: 3815.514648
	Iteration 9Q: 3 clusters Score -285987.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -286032.968750 Penalty: 3815.514648
	Iteration 10Q: 3 clusters Score -286033 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -286063.312500 Penalty: 3815.514648
	Iteration 11Q: 3 clusters Score -286063.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -286095.687500 Penalty: 3815.514648
	Iteration 12Q: 3 clusters Score -286095.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -286126.656250 Penalty: 3815.514648
	Iteration 13Q: 3 clusters Score -286126.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -286162.093750 Penalty: 3815.514648
	Iteration 14Q: 3 clusters Score -286162.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -286188.093750 Penalty: 3815.514648
	Iteration 15Q: 3 clusters Score -286188.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -286209.031250 Penalty: 3815.514648
	Iteration 16Q: 3 clusters Score -286209 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -286231.250000 Penalty: 3815.514648
	Iteration 17Q: 3 clusters Score -286231.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -286246.062500 Penalty: 3815.514648
	Iteration 18Q: 3 clusters Score -286246.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -286261.218750 Penalty: 3815.514648
	Iteration 19Q: 3 clusters Score -286261.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -286275.531250 Penalty: 3815.514648
	Iteration 20F: 3 clusters Score -286275.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -286286.437500 Penalty: 3815.514648
	Iteration 21Q: 3 clusters Score -286286.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -286293.875000 Penalty: 3815.514648
	Iteration 22Q: 3 clusters Score -286293.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -286300.968750 Penalty: 3815.514648
	Iteration 23Q: 3 clusters Score -286301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -286306.281250 Penalty: 3815.514648
	Iteration 24Q: 3 clusters Score -286306.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -286312.656250 Penalty: 3815.514648
	Iteration 25Q: 3 clusters Score -286312.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -286320.843750 Penalty: 3815.514648
	Iteration 26Q: 3 clusters Score -286320.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -286330.687500 Penalty: 3815.514648
	Iteration 27Q: 3 clusters Score -286330.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -286340.062500 Penalty: 3815.514648
	Iteration 28Q: 3 clusters Score -286340.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -286345.187500 Penalty: 3815.514648
	Iteration 29Q: 3 clusters Score -286345.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -286352.906250 Penalty: 3815.514648
	Iteration 30Q: 3 clusters Score -286352.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -286362.875000 Penalty: 3815.514648
	Iteration 31Q: 3 clusters Score -286362.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -286373.937500 Penalty: 3815.514648
	Iteration 32Q: 3 clusters Score -286373.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -286382.437500 Penalty: 3815.514648
	Iteration 33Q: 3 clusters Score -286382.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -286388.281250 Penalty: 3815.514648
	Iteration 34Q: 3 clusters Score -286388.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -286393.093750 Penalty: 3815.514648
	Iteration 35Q: 3 clusters Score -286393.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -286398.062500 Penalty: 3815.514648
	Iteration 36Q: 3 clusters Score -286398.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -286400.656250 Penalty: 3815.514648
	Iteration 37Q: 3 clusters Score -286400.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -286402.875000 Penalty: 3815.514648
	Iteration 38Q: 3 clusters Score -286402.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -286403.500000 Penalty: 3815.514648
	Iteration 39Q: 3 clusters Score -286403.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -286404.593750 Penalty: 3815.514648
	Iteration 40F: 3 clusters Score -286404.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -286406.906250 Penalty: 3815.514648
	Iteration 41Q: 3 clusters Score -286406.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -286410.218750 Penalty: 3815.514648
	Iteration 42Q: 3 clusters Score -286410.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -286412.000000 Penalty: 3815.514648
	Iteration 43Q: 3 clusters Score -286412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -286413.375000 Penalty: 3815.514648
	Iteration 44Q: 3 clusters Score -286413.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -286414.437500 Penalty: 3815.514648
	Iteration 45Q: 3 clusters Score -286414.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -286415.312500 Penalty: 3815.514648
	Iteration 46Q: 3 clusters Score -286415.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -286416.093750 Penalty: 3815.514648
	Iteration 47Q: 3 clusters Score -286416.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -286416.125000 Penalty: 3815.514648
	Iteration 48Q: 3 clusters Score -286416.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -286417.656250 Penalty: 3815.514648
	Iteration 49Q: 3 clusters Score -286417.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -286419.656250 Penalty: 3815.514648
	Iteration 50Q: 3 clusters Score -286419.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -286422.312500 Penalty: 3815.514648
	Iteration 51Q: 3 clusters Score -286422.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -286424.218750 Penalty: 3815.514648
	Iteration 52Q: 3 clusters Score -286424.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -286425.312500 Penalty: 3815.514648
	Iteration 53Q: 3 clusters Score -286425.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -286426.968750 Penalty: 3815.514648
	Iteration 54Q: 3 clusters Score -286427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -286428.312500 Penalty: 3815.514648
	Iteration 55Q: 3 clusters Score -286428.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -286428.718750 Penalty: 3815.514648
	Iteration 56Q: 3 clusters Score -286428.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -286430.062500 Penalty: 3815.514648
	Iteration 57Q: 3 clusters Score -286430.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -286431.187500 Penalty: 3815.514648
	Iteration 58Q: 3 clusters Score -286431.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -286431.187500 Penalty: 3815.514648
	Iteration 59F: 3 clusters Score -286431.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Entering Unmasked Estep 
Score: -5133594.500000 Penalty: 2607.744629
	Iteration 0F: 2 clusters Score -5133594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -5108589.000000 Penalty: 5215.489258
	Iteration 0F: 3 clusters Score -5108589 nChanged 16830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -5117591.500000 Penalty: 5215.489258
	Iteration 1F: 3 clusters Score -5117592 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -5118030.000000 Penalty: 5215.489258
	Iteration 2Q: 3 clusters Score -5118030 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -5118460.000000 Penalty: 5215.489258
	Iteration 3Q: 3 clusters Score -5118460 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -5118925.500000 Penalty: 5215.489258
	Iteration 4Q: 3 clusters Score -5118926 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -5119425.500000 Penalty: 5215.489258
	Iteration 5Q: 3 clusters Score -5119426 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -5120017.000000 Penalty: 5215.489258
	Iteration 6Q: 3 clusters Score -5120017 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -5120798.500000 Penalty: 5215.489258
	Iteration 7Q: 3 clusters Score -5120798 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -5121970.500000 Penalty: 5215.489258
	Iteration 8F: 3 clusters Score -5121970 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -5123659.500000 Penalty: 5215.489258
	Iteration 9F: 3 clusters Score -5123660 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -5125840.500000 Penalty: 5215.489258
	Iteration 10F: 3 clusters Score -5125840 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -5127715.500000 Penalty: 5215.489258
	Iteration 11F: 3 clusters Score -5127716 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -5128805.000000 Penalty: 5215.489258
	Iteration 12Q: 3 clusters Score -5128805 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -5129283.500000 Penalty: 5215.489258
	Iteration 13Q: 3 clusters Score -5129284 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -5129510.500000 Penalty: 5215.489258
	Iteration 14Q: 3 clusters Score -5129510 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -5129699.000000 Penalty: 5215.489258
	Iteration 15Q: 3 clusters Score -5129699 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -5129834.500000 Penalty: 5215.489258
	Iteration 16Q: 3 clusters Score -5129834 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -5129962.500000 Penalty: 5215.489258
	Iteration 17Q: 3 clusters Score -5129962 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -5130078.500000 Penalty: 5215.489258
	Iteration 18Q: 3 clusters Score -5130078 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -5130182.000000 Penalty: 5215.489258
	Iteration 19Q: 3 clusters Score -5130182 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -5130268.500000 Penalty: 5215.489258
	Iteration 20F: 3 clusters Score -5130268 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -5130332.500000 Penalty: 5215.489258
	Iteration 21Q: 3 clusters Score -5130332 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -5130419.000000 Penalty: 5215.489258
	Iteration 22Q: 3 clusters Score -5130419 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -5130471.000000 Penalty: 5215.489258
	Iteration 23Q: 3 clusters Score -5130471 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -5130534.000000 Penalty: 5215.489258
	Iteration 24Q: 3 clusters Score -5130534 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -5130627.000000 Penalty: 5215.489258
	Iteration 25Q: 3 clusters Score -5130627 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -5130725.500000 Penalty: 5215.489258
	Iteration 26Q: 3 clusters Score -5130726 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -5130791.500000 Penalty: 5215.489258
	Iteration 27Q: 3 clusters Score -5130792 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -5130882.500000 Penalty: 5215.489258
	Iteration 28Q: 3 clusters Score -5130882 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -5130935.500000 Penalty: 5215.489258
	Iteration 29Q: 3 clusters Score -5130936 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -5130994.500000 Penalty: 5215.489258
	Iteration 30Q: 3 clusters Score -5130994 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -5131041.000000 Penalty: 5215.489258
	Iteration 31Q: 3 clusters Score -5131041 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -5131055.500000 Penalty: 5215.489258
	Iteration 32Q: 3 clusters Score -5131056 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -5131093.500000 Penalty: 5215.489258
	Iteration 33Q: 3 clusters Score -5131094 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -5131124.500000 Penalty: 5215.489258
	Iteration 34Q: 3 clusters Score -5131124 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -5131156.000000 Penalty: 5215.489258
	Iteration 35Q: 3 clusters Score -5131156 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -5131182.500000 Penalty: 5215.489258
	Iteration 36Q: 3 clusters Score -5131182 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -5131199.000000 Penalty: 5215.489258
	Iteration 37Q: 3 clusters Score -5131199 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -5131209.500000 Penalty: 5215.489258
	Iteration 38Q: 3 clusters Score -5131210 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -5131225.500000 Penalty: 5215.489258
	Iteration 39Q: 3 clusters Score -5131226 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -5131247.000000 Penalty: 5215.489258
	Iteration 40F: 3 clusters Score -5131247 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -5131269.500000 Penalty: 5215.489258
	Iteration 41Q: 3 clusters Score -5131270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -5131288.000000 Penalty: 5215.489258
	Iteration 42Q: 3 clusters Score -5131288 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -5131316.500000 Penalty: 5215.489258
	Iteration 43Q: 3 clusters Score -5131316 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -5131330.500000 Penalty: 5215.489258
	Iteration 44Q: 3 clusters Score -5131330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -5131347.500000 Penalty: 5215.489258
	Iteration 45Q: 3 clusters Score -5131348 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -5131347.000000 Penalty: 5215.489258
	Iteration 46Q: 3 clusters Score -5131347 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -5131355.500000 Penalty: 5215.489258
	Iteration 47Q: 3 clusters Score -5131356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -5131366.500000 Penalty: 5215.489258
	Iteration 48Q: 3 clusters Score -5131366 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -5131384.000000 Penalty: 5215.489258
	Iteration 49Q: 3 clusters Score -5131384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -5131414.500000 Penalty: 5215.489258
	Iteration 50Q: 3 clusters Score -5131414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -5131431.500000 Penalty: 5215.489258
	Iteration 51Q: 3 clusters Score -5131432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -5131448.500000 Penalty: 5215.489258
	Iteration 52Q: 3 clusters Score -5131448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -5131456.000000 Penalty: 5215.489258
	Iteration 53Q: 3 clusters Score -5131456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -5131463.000000 Penalty: 5215.489258
	Iteration 54Q: 3 clusters Score -5131463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -5131466.000000 Penalty: 5215.489258
	Iteration 55Q: 3 clusters Score -5131466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -5131466.500000 Penalty: 5215.489258
	Iteration 56Q: 3 clusters Score -5131466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -5131482.000000 Penalty: 5215.489258
	Iteration 57Q: 3 clusters Score -5131482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -5131482.000000 Penalty: 5215.489258
	Iteration 58Q: 3 clusters Score -5131482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -5131491.000000 Penalty: 5215.489258
	Iteration 59Q: 3 clusters Score -5131491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -5131502.500000 Penalty: 5215.489258
	Iteration 60F: 3 clusters Score -5131502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -5131513.500000 Penalty: 5215.489258
	Iteration 61Q: 3 clusters Score -5131514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -5131516.000000 Penalty: 5215.489258
	Iteration 62Q: 3 clusters Score -5131516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -5131527.500000 Penalty: 5215.489258
	Iteration 63Q: 3 clusters Score -5131528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -5131532.000000 Penalty: 5215.489258
	Iteration 64Q: 3 clusters Score -5131532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -5131537.000000 Penalty: 5215.489258
	Iteration 65Q: 3 clusters Score -5131537 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -5131546.500000 Penalty: 5215.489258
	Iteration 66Q: 3 clusters Score -5131546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -5131559.500000 Penalty: 5215.489258
	Iteration 67Q: 3 clusters Score -5131560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -5131573.500000 Penalty: 5215.489258
	Iteration 68Q: 3 clusters Score -5131574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -5131586.500000 Penalty: 5215.489258
	Iteration 69Q: 3 clusters Score -5131586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -5131592.000000 Penalty: 5215.489258
	Iteration 70Q: 3 clusters Score -5131592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -5131603.500000 Penalty: 5215.489258
	Iteration 71Q: 3 clusters Score -5131604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -5131609.000000 Penalty: 5215.489258
	Iteration 72Q: 3 clusters Score -5131609 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -5131608.500000 Penalty: 5215.489258
	Iteration 73Q: 3 clusters Score -5131608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -5131612.000000 Penalty: 5215.489258
	Iteration 74Q: 3 clusters Score -5131612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -5131624.500000 Penalty: 5215.489258
	Iteration 75Q: 3 clusters Score -5131624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -5131630.000000 Penalty: 5215.489258
	Iteration 76Q: 3 clusters Score -5131630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -5131643.500000 Penalty: 5215.489258
	Iteration 77Q: 3 clusters Score -5131644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -5131647.500000 Penalty: 5215.489258
	Iteration 78Q: 3 clusters Score -5131648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -5131654.000000 Penalty: 5215.489258
	Iteration 79Q: 3 clusters Score -5131654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -5131660.500000 Penalty: 5215.489258
	Iteration 80F: 3 clusters Score -5131660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -5131664.500000 Penalty: 5215.489258
	Iteration 81Q: 3 clusters Score -5131664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -5131675.500000 Penalty: 5215.489258
	Iteration 82Q: 3 clusters Score -5131676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -5131690.500000 Penalty: 5215.489258
	Iteration 83Q: 3 clusters Score -5131690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -5131697.000000 Penalty: 5215.489258
	Iteration 84Q: 3 clusters Score -5131697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -5131694.000000 Penalty: 5215.489258
	Iteration 85Q: 3 clusters Score -5131694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -5131694.500000 Penalty: 5215.489258
	Iteration 86Q: 3 clusters Score -5131694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -5131694.500000 Penalty: 5215.489258
	Iteration 87F: 3 clusters Score -5131694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -129234.984375 Penalty: 1713.618774
	Iteration 0F: 2 clusters Score -129235 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 512 members 
Entering Unmasked Estep 
Score: -127321.781250 Penalty: 3427.237549
	Iteration 0F: 3 clusters Score -127321.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -127623.875000 Penalty: 3427.237549
	Iteration 1F: 3 clusters Score -127623.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -127753.437500 Penalty: 3427.237549
	Iteration 2F: 3 clusters Score -127753.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -127818.523438 Penalty: 3427.237549
	Iteration 3Q: 3 clusters Score -127818.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -127863.820312 Penalty: 3427.237549
	Iteration 4Q: 3 clusters Score -127863.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -127883.695312 Penalty: 3427.237549
	Iteration 5Q: 3 clusters Score -127883.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -127915.484375 Penalty: 3427.237549
	Iteration 6Q: 3 clusters Score -127915.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -127936.265625 Penalty: 3427.237549
	Iteration 7Q: 3 clusters Score -127936.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -127952.296875 Penalty: 3427.237549
	Iteration 8Q: 3 clusters Score -127952.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -127965.468750 Penalty: 3427.237549
	Iteration 9Q: 3 clusters Score -127965.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -127976.929688 Penalty: 3427.237549
	Iteration 10Q: 3 clusters Score -127976.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -127990.507812 Penalty: 3427.237549
	Iteration 11Q: 3 clusters Score -127990.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -128006.585938 Penalty: 3427.237549
	Iteration 12Q: 3 clusters Score -128006.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -128048.179688 Penalty: 3427.237549
	Iteration 13Q: 3 clusters Score -128048.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -128108.250000 Penalty: 3427.237549
	Iteration 14Q: 3 clusters Score -128108.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -128163.929688 Penalty: 3427.237549
	Iteration 15Q: 3 clusters Score -128163.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -128289.757812 Penalty: 3427.237549
	Iteration 16Q: 3 clusters Score -128289.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -128444.687500 Penalty: 3427.237549
	Iteration 17Q: 3 clusters Score -128444.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -128575.906250 Penalty: 3427.237549
	Iteration 18Q: 3 clusters Score -128575.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -128662.062500 Penalty: 3427.237549
	Iteration 19Q: 3 clusters Score -128662.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -128726.664062 Penalty: 3427.237549
	Iteration 20F: 3 clusters Score -128726.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -128791.484375 Penalty: 3427.237549
	Iteration 21Q: 3 clusters Score -128791.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -128848.351562 Penalty: 3427.237549
	Iteration 22Q: 3 clusters Score -128848.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -128889.070312 Penalty: 3427.237549
	Iteration 23Q: 3 clusters Score -128889.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -128909.875000 Penalty: 3427.237549
	Iteration 24Q: 3 clusters Score -128909.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -128921.375000 Penalty: 3427.237549
	Iteration 25Q: 3 clusters Score -128921.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -128924.085938 Penalty: 3427.237549
	Iteration 26Q: 3 clusters Score -128924.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -128928.492188 Penalty: 3427.237549
	Iteration 27Q: 3 clusters Score -128928.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -128930.757812 Penalty: 3427.237549
	Iteration 28Q: 3 clusters Score -128930.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -128932.367188 Penalty: 3427.237549
	Iteration 29Q: 3 clusters Score -128932.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -128932.367188 Penalty: 3427.237549
	Iteration 30F: 3 clusters Score -128932.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Entering Unmasked Estep 
Score: -200974.218750 Penalty: 1827.817261
	Iteration 0F: 2 clusters Score -200974.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -198785.500000 Penalty: 3655.634521
	Iteration 0F: 3 clusters Score -198785.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -199436.656250 Penalty: 3655.634521
	Iteration 1F: 3 clusters Score -199436.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -199725.828125 Penalty: 3655.634521
	Iteration 2F: 3 clusters Score -199725.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -199880.125000 Penalty: 3655.634521
	Iteration 3F: 3 clusters Score -199880.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -200018.921875 Penalty: 3655.634521
	Iteration 4F: 3 clusters Score -200018.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -200110.062500 Penalty: 3655.634521
	Iteration 5Q: 3 clusters Score -200110.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -200161.093750 Penalty: 3655.634521
	Iteration 6Q: 3 clusters Score -200161.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -200224.312500 Penalty: 3655.634521
	Iteration 7Q: 3 clusters Score -200224.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -200276.031250 Penalty: 3655.634521
	Iteration 8Q: 3 clusters Score -200276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -200316.453125 Penalty: 3655.634521
	Iteration 9Q: 3 clusters Score -200316.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -200350.500000 Penalty: 3655.634521
	Iteration 10Q: 3 clusters Score -200350.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -200364.421875 Penalty: 3655.634521
	Iteration 11Q: 3 clusters Score -200364.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -200371.609375 Penalty: 3655.634521
	Iteration 12Q: 3 clusters Score -200371.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -200383.593750 Penalty: 3655.634521
	Iteration 13Q: 3 clusters Score -200383.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -200409.718750 Penalty: 3655.634521
	Iteration 14Q: 3 clusters Score -200409.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -200447.796875 Penalty: 3655.634521
	Iteration 15Q: 3 clusters Score -200447.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -200500.703125 Penalty: 3655.634521
	Iteration 16Q: 3 clusters Score -200500.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -200549.906250 Penalty: 3655.634521
	Iteration 17Q: 3 clusters Score -200549.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -200604.156250 Penalty: 3655.634521
	Iteration 18Q: 3 clusters Score -200604.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -200625.562500 Penalty: 3655.634521
	Iteration 19Q: 3 clusters Score -200625.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -200649.765625 Penalty: 3655.634521
	Iteration 20F: 3 clusters Score -200649.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -200683.593750 Penalty: 3655.634521
	Iteration 21Q: 3 clusters Score -200683.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -200711.156250 Penalty: 3655.634521
	Iteration 22Q: 3 clusters Score -200711.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -200719.187500 Penalty: 3655.634521
	Iteration 23Q: 3 clusters Score -200719.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -200732.312500 Penalty: 3655.634521
	Iteration 24Q: 3 clusters Score -200732.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -200743.984375 Penalty: 3655.634521
	Iteration 25Q: 3 clusters Score -200744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -200750.718750 Penalty: 3655.634521
	Iteration 26Q: 3 clusters Score -200750.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -200754.046875 Penalty: 3655.634521
	Iteration 27Q: 3 clusters Score -200754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -200761.218750 Penalty: 3655.634521
	Iteration 28Q: 3 clusters Score -200761.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -200767.765625 Penalty: 3655.634521
	Iteration 29Q: 3 clusters Score -200767.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -200776.562500 Penalty: 3655.634521
	Iteration 30Q: 3 clusters Score -200776.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -200783.500000 Penalty: 3655.634521
	Iteration 31Q: 3 clusters Score -200783.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -200787.640625 Penalty: 3655.634521
	Iteration 32Q: 3 clusters Score -200787.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -200788.437500 Penalty: 3655.634521
	Iteration 33Q: 3 clusters Score -200788.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -200790.515625 Penalty: 3655.634521
	Iteration 34F: 3 clusters Score -200790.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -200793.343750 Penalty: 3655.634521
	Iteration 35Q: 3 clusters Score -200793.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -200793.593750 Penalty: 3655.634521
	Iteration 36Q: 3 clusters Score -200793.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -200795.703125 Penalty: 3655.634521
	Iteration 37Q: 3 clusters Score -200795.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -200795.703125 Penalty: 3655.634521
	Iteration 38F: 3 clusters Score -200795.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -70581.007812 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -70581.01 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 290 members 
Entering Unmasked Estep 
Score: -69024.929688 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -69024.93 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69261.820312 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -69261.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -69313.625000 Penalty: 3154.348633
	Iteration 2Q: 3 clusters Score -69313.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69319.765625 Penalty: 3154.348633
	Iteration 3Q: 3 clusters Score -69319.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69326.468750 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -69326.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -69342.203125 Penalty: 3154.348633
	Iteration 5Q: 3 clusters Score -69342.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69344.570312 Penalty: 3154.348633
	Iteration 6Q: 3 clusters Score -69344.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -69351.210938 Penalty: 3154.348633
	Iteration 7Q: 3 clusters Score -69351.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -69356.578125 Penalty: 3154.348633
	Iteration 8Q: 3 clusters Score -69356.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -69365.695312 Penalty: 3154.348633
	Iteration 9Q: 3 clusters Score -69365.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69368.398438 Penalty: 3154.348633
	Iteration 10Q: 3 clusters Score -69368.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69372.601562 Penalty: 3154.348633
	Iteration 11Q: 3 clusters Score -69372.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69379.101562 Penalty: 3154.348633
	Iteration 12Q: 3 clusters Score -69379.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -69381.882812 Penalty: 3154.348633
	Iteration 13Q: 3 clusters Score -69381.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69387.804688 Penalty: 3154.348633
	Iteration 14Q: 3 clusters Score -69387.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69390.656250 Penalty: 3154.348633
	Iteration 15Q: 3 clusters Score -69390.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69393.015625 Penalty: 3154.348633
	Iteration 16Q: 3 clusters Score -69393.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -69393.015625 Penalty: 3154.348633
	Iteration 17F: 3 clusters Score -69393.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (179069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179069 members 
Entering Unmasked Estep 
Score: -24626896.000000 Penalty: 2999.690674
	Iteration 0F: 2 clusters Score -2.46269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89187 members 
Mstep: Class 2 contains 89882 members 
Entering Unmasked Estep 
Score: -24512492.000000 Penalty: 5999.381348
	Iteration 0F: 3 clusters Score -2.451249e+07 nChanged 86000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82761 members 
Mstep: Class 2 contains 96308 members 
Entering Unmasked Estep 
Score: -24564074.000000 Penalty: 5999.381348
	Iteration 1F: 3 clusters Score -2.456407e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78769 members 
Mstep: Class 2 contains 100300 members 
Entering Unmasked Estep 
Score: -24565956.000000 Penalty: 5999.381348
	Iteration 2Q: 3 clusters Score -2.456596e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72765 members 
Mstep: Class 2 contains 106304 members 
Entering Unmasked Estep 
Score: -24568900.000000 Penalty: 5999.381348
	Iteration 3Q: 3 clusters Score -2.45689e+07 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 114936 members 
Entering Unmasked Estep 
Score: -24573698.000000 Penalty: 5999.381348
	Iteration 4F: 3 clusters Score -2.45737e+07 nChanged 12390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 126930 members 
Entering Unmasked Estep 
Score: -24581792.000000 Penalty: 5999.381348
	Iteration 5F: 3 clusters Score -2.458179e+07 nChanged 14971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 141763 members 
Entering Unmasked Estep 
Score: -24594140.000000 Penalty: 5999.381348
	Iteration 6F: 3 clusters Score -2.459414e+07 nChanged 15310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 157057 members 
Entering Unmasked Estep 
Score: -24607680.000000 Penalty: 5999.381348
	Iteration 7F: 3 clusters Score -2.460768e+07 nChanged 12052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 169109 members 
Entering Unmasked Estep 
Score: -24617284.000000 Penalty: 5999.381348
	Iteration 8F: 3 clusters Score -2.461728e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 175584 members 
Entering Unmasked Estep 
Score: -24621782.000000 Penalty: 5999.381348
	Iteration 9Q: 3 clusters Score -2.462178e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 177983 members 
Entering Unmasked Estep 
Score: -24623374.000000 Penalty: 5999.381348
	Iteration 10Q: 3 clusters Score -2.462337e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 178635 members 
Entering Unmasked Estep 
Score: -24623942.000000 Penalty: 5999.381348
	Iteration 11Q: 3 clusters Score -2.462394e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 178787 members 
Entering Unmasked Estep 
Score: -24624120.000000 Penalty: 5999.381348
	Iteration 12Q: 3 clusters Score -2.462412e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 178823 members 
Entering Unmasked Estep 
Score: -24624162.000000 Penalty: 5999.381348
	Iteration 13Q: 3 clusters Score -2.462416e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 178844 members 
Entering Unmasked Estep 
Score: -24624204.000000 Penalty: 5999.381348
	Iteration 14Q: 3 clusters Score -2.46242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 178851 members 
Entering Unmasked Estep 
Score: -24624212.000000 Penalty: 5999.381348
	Iteration 15Q: 3 clusters Score -2.462421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 178858 members 
Entering Unmasked Estep 
Score: -24624218.000000 Penalty: 5999.381348
	Iteration 16Q: 3 clusters Score -2.462422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 178863 members 
Entering Unmasked Estep 
Score: -24624224.000000 Penalty: 5999.381348
	Iteration 17Q: 3 clusters Score -2.462422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 178867 members 
Entering Unmasked Estep 
Score: -24624242.000000 Penalty: 5999.381348
	Iteration 18Q: 3 clusters Score -2.462424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 178867 members 
Entering Unmasked Estep 
Score: -24624250.000000 Penalty: 5999.381348
	Iteration 19Q: 3 clusters Score -2.462425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 178866 members 
Entering Unmasked Estep 
Score: -24624258.000000 Penalty: 5999.381348
	Iteration 20F: 3 clusters Score -2.462426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 178867 members 
Entering Unmasked Estep 
Score: -24624258.000000 Penalty: 5999.381348
	Iteration 21Q: 3 clusters Score -2.462426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 178868 members 
Entering Unmasked Estep 
Score: -24624260.000000 Penalty: 5999.381348
	Iteration 22Q: 3 clusters Score -2.462426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 178867 members 
Entering Unmasked Estep 
Score: -24624264.000000 Penalty: 5999.381348
	Iteration 23Q: 3 clusters Score -2.462426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 178866 members 
Entering Unmasked Estep 
Score: -24624248.000000 Penalty: 5999.381348
	Iteration 24Q: 3 clusters Score -2.462425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 178866 members 
Entering Unmasked Estep 
Score: -24624248.000000 Penalty: 5999.381348
	Iteration 25F: 3 clusters Score -2.462425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Entering Unmasked Estep 
Score: -4263527.500000 Penalty: 2560.987549
	Iteration 0F: 2 clusters Score -4263528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -4242544.000000 Penalty: 5121.975098
	Iteration 0F: 3 clusters Score -4242544 nChanged 13899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -4250057.500000 Penalty: 5121.975098
	Iteration 1F: 3 clusters Score -4250058 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -4250478.000000 Penalty: 5121.975098
	Iteration 2Q: 3 clusters Score -4250478 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -4250804.500000 Penalty: 5121.975098
	Iteration 3Q: 3 clusters Score -4250804 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -4251091.000000 Penalty: 5121.975098
	Iteration 4Q: 3 clusters Score -4251091 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -4251347.000000 Penalty: 5121.975098
	Iteration 5Q: 3 clusters Score -4251347 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -4251627.000000 Penalty: 5121.975098
	Iteration 6Q: 3 clusters Score -4251627 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -4251923.000000 Penalty: 5121.975098
	Iteration 7Q: 3 clusters Score -4251923 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -4252257.000000 Penalty: 5121.975098
	Iteration 8Q: 3 clusters Score -4252257 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -4252781.500000 Penalty: 5121.975098
	Iteration 9Q: 3 clusters Score -4252782 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -4253529.000000 Penalty: 5121.975098
	Iteration 10Q: 3 clusters Score -4253529 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -4254598.000000 Penalty: 5121.975098
	Iteration 11F: 3 clusters Score -4254598 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -4255851.000000 Penalty: 5121.975098
	Iteration 12F: 3 clusters Score -4255851 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -4257136.500000 Penalty: 5121.975098
	Iteration 13F: 3 clusters Score -4257136 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -4258239.000000 Penalty: 5121.975098
	Iteration 14Q: 3 clusters Score -4258239 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -4259137.500000 Penalty: 5121.975098
	Iteration 15Q: 3 clusters Score -4259138 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -4259750.000000 Penalty: 5121.975098
	Iteration 16Q: 3 clusters Score -4259750 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -4260138.000000 Penalty: 5121.975098
	Iteration 17Q: 3 clusters Score -4260138 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -4260410.500000 Penalty: 5121.975098
	Iteration 18Q: 3 clusters Score -4260410 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -4260598.000000 Penalty: 5121.975098
	Iteration 19Q: 3 clusters Score -4260598 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -4260739.000000 Penalty: 5121.975098
	Iteration 20F: 3 clusters Score -4260739 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -4260842.000000 Penalty: 5121.975098
	Iteration 21Q: 3 clusters Score -4260842 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -4260928.000000 Penalty: 5121.975098
	Iteration 22Q: 3 clusters Score -4260928 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -4260986.500000 Penalty: 5121.975098
	Iteration 23Q: 3 clusters Score -4260986 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -4261052.500000 Penalty: 5121.975098
	Iteration 24Q: 3 clusters Score -4261052 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -4261112.500000 Penalty: 5121.975098
	Iteration 25Q: 3 clusters Score -4261112 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -4261161.500000 Penalty: 5121.975098
	Iteration 26Q: 3 clusters Score -4261162 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -4261190.500000 Penalty: 5121.975098
	Iteration 27Q: 3 clusters Score -4261190 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -4261210.000000 Penalty: 5121.975098
	Iteration 28Q: 3 clusters Score -4261210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -4261234.500000 Penalty: 5121.975098
	Iteration 29Q: 3 clusters Score -4261234 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -4261247.000000 Penalty: 5121.975098
	Iteration 30Q: 3 clusters Score -4261247 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -4261271.000000 Penalty: 5121.975098
	Iteration 31Q: 3 clusters Score -4261271 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -4261287.500000 Penalty: 5121.975098
	Iteration 32Q: 3 clusters Score -4261288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -4261296.500000 Penalty: 5121.975098
	Iteration 33Q: 3 clusters Score -4261296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -4261305.500000 Penalty: 5121.975098
	Iteration 34Q: 3 clusters Score -4261306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -4261322.000000 Penalty: 5121.975098
	Iteration 35Q: 3 clusters Score -4261322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -4261338.000000 Penalty: 5121.975098
	Iteration 36Q: 3 clusters Score -4261338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -4261352.000000 Penalty: 5121.975098
	Iteration 37Q: 3 clusters Score -4261352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -4261374.500000 Penalty: 5121.975098
	Iteration 38Q: 3 clusters Score -4261374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -4261377.500000 Penalty: 5121.975098
	Iteration 39Q: 3 clusters Score -4261378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -4261382.000000 Penalty: 5121.975098
	Iteration 40F: 3 clusters Score -4261382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -4261386.500000 Penalty: 5121.975098
	Iteration 41Q: 3 clusters Score -4261386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -4261391.000000 Penalty: 5121.975098
	Iteration 42Q: 3 clusters Score -4261391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -4261393.000000 Penalty: 5121.975098
	Iteration 43Q: 3 clusters Score -4261393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -4261389.000000 Penalty: 5121.975098
	Iteration 44Q: 3 clusters Score -4261389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -4261388.500000 Penalty: 5121.975098
	Iteration 45Q: 3 clusters Score -4261388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -4261391.500000 Penalty: 5121.975098
	Iteration 46Q: 3 clusters Score -4261392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -4261399.500000 Penalty: 5121.975098
	Iteration 47Q: 3 clusters Score -4261400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -4261402.000000 Penalty: 5121.975098
	Iteration 48Q: 3 clusters Score -4261402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -4261408.500000 Penalty: 5121.975098
	Iteration 49Q: 3 clusters Score -4261408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -4261408.000000 Penalty: 5121.975098
	Iteration 50Q: 3 clusters Score -4261408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -4261408.500000 Penalty: 5121.975098
	Iteration 51Q: 3 clusters Score -4261408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -4261409.500000 Penalty: 5121.975098
	Iteration 52Q: 3 clusters Score -4261410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -4261408.500000 Penalty: 5121.975098
	Iteration 53Q: 3 clusters Score -4261408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -4261410.000000 Penalty: 5121.975098
	Iteration 54Q: 3 clusters Score -4261410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -4261408.000000 Penalty: 5121.975098
	Iteration 55Q: 3 clusters Score -4261408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -4261412.000000 Penalty: 5121.975098
	Iteration 56Q: 3 clusters Score -4261412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -4261415.000000 Penalty: 5121.975098
	Iteration 57Q: 3 clusters Score -4261415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -4261415.000000 Penalty: 5121.975098
	Iteration 58F: 3 clusters Score -4261415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -62847.503906 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -62847.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61343.371094 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -61343.37 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61659.601562 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -61659.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61837.679688 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -61837.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61979.074219 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -61979.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -62078.503906 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -62078.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62124.996094 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -62125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -62144.265625 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -62144.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -62155.085938 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -62155.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -62160.312500 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -62160.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62166.605469 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -62166.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -62178.562500 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -62178.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -62192.937500 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -62192.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62209.941406 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -62209.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -62225.519531 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -62225.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -62234.007812 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -62234.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -62245.937500 Penalty: 3120.618408
	Iteration 15Q: 3 clusters Score -62245.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -62252.289062 Penalty: 3120.618408
	Iteration 16Q: 3 clusters Score -62252.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62263.683594 Penalty: 3120.618408
	Iteration 17Q: 3 clusters Score -62263.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62271.300781 Penalty: 3120.618408
	Iteration 18Q: 3 clusters Score -62271.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -62302.554688 Penalty: 3120.618408
	Iteration 19Q: 3 clusters Score -62302.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62345.128906 Penalty: 3120.618408
	Iteration 20F: 3 clusters Score -62345.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62364.929688 Penalty: 3120.618408
	Iteration 21Q: 3 clusters Score -62364.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62388.742188 Penalty: 3120.618408
	Iteration 22Q: 3 clusters Score -62388.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62399.773438 Penalty: 3120.618408
	Iteration 23Q: 3 clusters Score -62399.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62401.562500 Penalty: 3120.618408
	Iteration 24Q: 3 clusters Score -62401.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62401.562500 Penalty: 3120.618408
	Iteration 25F: 3 clusters Score -62401.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Entering Unmasked Estep 
Score: -2229881.000000 Penalty: 2400.244385
	Iteration 0F: 2 clusters Score -2229881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2218381.750000 Penalty: 4800.488770
	Iteration 0F: 3 clusters Score -2218382 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2221967.500000 Penalty: 4800.488770
	Iteration 1F: 3 clusters Score -2221968 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2222301.750000 Penalty: 4800.488770
	Iteration 2F: 3 clusters Score -2222302 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2222532.750000 Penalty: 4800.488770
	Iteration 3Q: 3 clusters Score -2222533 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2222711.500000 Penalty: 4800.488770
	Iteration 4Q: 3 clusters Score -2222712 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2222878.250000 Penalty: 4800.488770
	Iteration 5Q: 3 clusters Score -2222878 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2223055.250000 Penalty: 4800.488770
	Iteration 6Q: 3 clusters Score -2223055 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2223281.000000 Penalty: 4800.488770
	Iteration 7Q: 3 clusters Score -2223281 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2223603.750000 Penalty: 4800.488770
	Iteration 8Q: 3 clusters Score -2223604 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2224074.250000 Penalty: 4800.488770
	Iteration 9Q: 3 clusters Score -2224074 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2224739.750000 Penalty: 4800.488770
	Iteration 10F: 3 clusters Score -2224740 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2225470.250000 Penalty: 4800.488770
	Iteration 11F: 3 clusters Score -2225470 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2226249.250000 Penalty: 4800.488770
	Iteration 12F: 3 clusters Score -2226249 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2226835.000000 Penalty: 4800.488770
	Iteration 13Q: 3 clusters Score -2226835 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2227220.250000 Penalty: 4800.488770
	Iteration 14Q: 3 clusters Score -2227220 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2227414.000000 Penalty: 4800.488770
	Iteration 15Q: 3 clusters Score -2227414 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2227537.000000 Penalty: 4800.488770
	Iteration 16Q: 3 clusters Score -2227537 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2227612.750000 Penalty: 4800.488770
	Iteration 17Q: 3 clusters Score -2227613 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2227671.500000 Penalty: 4800.488770
	Iteration 18Q: 3 clusters Score -2227672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2227709.250000 Penalty: 4800.488770
	Iteration 19Q: 3 clusters Score -2227709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2227737.000000 Penalty: 4800.488770
	Iteration 20F: 3 clusters Score -2227737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2227757.000000 Penalty: 4800.488770
	Iteration 21Q: 3 clusters Score -2227757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2227768.750000 Penalty: 4800.488770
	Iteration 22Q: 3 clusters Score -2227769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2227779.250000 Penalty: 4800.488770
	Iteration 23Q: 3 clusters Score -2227779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2227797.500000 Penalty: 4800.488770
	Iteration 24Q: 3 clusters Score -2227798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2227804.500000 Penalty: 4800.488770
	Iteration 25Q: 3 clusters Score -2227804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2227807.500000 Penalty: 4800.488770
	Iteration 26Q: 3 clusters Score -2227808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2227809.000000 Penalty: 4800.488770
	Iteration 27Q: 3 clusters Score -2227809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2227810.250000 Penalty: 4800.488770
	Iteration 28Q: 3 clusters Score -2227810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2227810.250000 Penalty: 4800.488770
	Iteration 29F: 3 clusters Score -2227810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 172326 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57146 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13292 members 
Mstep: Class 7 contains 201257 members 
Mstep: Class 8 contains 66810 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36868 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179069 members 
Mstep: Class 17 contains 30533 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076600.000000 Penalty: 57601.605469
Iteration 359Q: 18 clusters Score -1.160766e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 172323 members 
Mstep: Class 3 contains 20726 members 
Mstep: Class 4 contains 57146 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13293 members 
Mstep: Class 7 contains 201257 members 
Mstep: Class 8 contains 66810 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36868 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179072 members 
Mstep: Class 17 contains 30533 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076576.000000 Penalty: 57601.605469
Iteration 360F: 18 clusters Score -1.160766e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 172323 members 
Mstep: Class 3 contains 20726 members 
Mstep: Class 4 contains 57147 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13294 members 
Mstep: Class 7 contains 201256 members 
Mstep: Class 8 contains 66809 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36867 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179073 members 
Mstep: Class 17 contains 30534 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076624.000000 Penalty: 57601.605469
Iteration 361Q: 18 clusters Score -1.160766e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 172320 members 
Mstep: Class 3 contains 20726 members 
Mstep: Class 4 contains 57148 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13294 members 
Mstep: Class 7 contains 201263 members 
Mstep: Class 8 contains 66807 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36867 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179073 members 
Mstep: Class 17 contains 30534 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076672.000000 Penalty: 57601.605469
Iteration 362Q: 18 clusters Score -1.160767e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51700 members 
Mstep: Class 2 contains 172320 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57149 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13294 members 
Mstep: Class 7 contains 201267 members 
Mstep: Class 8 contains 66805 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36867 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179075 members 
Mstep: Class 17 contains 30534 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076648.000000 Penalty: 57601.605469
Iteration 363Q: 18 clusters Score -1.160766e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51700 members 
Mstep: Class 2 contains 172315 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57149 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13294 members 
Mstep: Class 7 contains 201272 members 
Mstep: Class 8 contains 66804 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36867 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179079 members 
Mstep: Class 17 contains 30533 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076640.000000 Penalty: 57601.605469
Iteration 364Q: 18 clusters Score -1.160766e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 172316 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57148 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13294 members 
Mstep: Class 7 contains 201272 members 
Mstep: Class 8 contains 66802 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36869 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179081 members 
Mstep: Class 17 contains 30532 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076712.000000 Penalty: 57601.605469
Iteration 365Q: 18 clusters Score -1.160767e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 172315 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57149 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13294 members 
Mstep: Class 7 contains 201273 members 
Mstep: Class 8 contains 66801 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36869 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179080 members 
Mstep: Class 17 contains 30533 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076712.000000 Penalty: 57601.605469
Iteration 366Q: 18 clusters Score -1.160767e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 172314 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57149 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13294 members 
Mstep: Class 7 contains 201275 members 
Mstep: Class 8 contains 66803 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36870 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179082 members 
Mstep: Class 17 contains 30532 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076728.000000 Penalty: 57601.605469
Iteration 367Q: 18 clusters Score -1.160767e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 172309 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57148 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13294 members 
Mstep: Class 7 contains 201290 members 
Mstep: Class 8 contains 66800 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36870 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179082 members 
Mstep: Class 17 contains 30532 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076640.000000 Penalty: 57601.605469
Iteration 368Q: 18 clusters Score -1.160766e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 172303 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 57147 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13294 members 
Mstep: Class 7 contains 201298 members 
Mstep: Class 8 contains 66799 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36866 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179087 members 
Mstep: Class 17 contains 30533 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076680.000000 Penalty: 57601.605469
Iteration 369Q: 18 clusters Score -1.160767e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 172297 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 57147 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13294 members 
Mstep: Class 7 contains 201304 members 
Mstep: Class 8 contains 66797 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36865 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179090 members 
Mstep: Class 17 contains 30533 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076712.000000 Penalty: 57601.605469
Iteration 370Q: 18 clusters Score -1.160767e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 172295 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 57145 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13294 members 
Mstep: Class 7 contains 201307 members 
Mstep: Class 8 contains 66796 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36863 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179093 members 
Mstep: Class 17 contains 30532 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076704.000000 Penalty: 57601.605469
Iteration 371Q: 18 clusters Score -1.160767e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 172292 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 57144 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13293 members 
Mstep: Class 7 contains 201305 members 
Mstep: Class 8 contains 66795 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36863 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179104 members 
Mstep: Class 17 contains 30533 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076784.000000 Penalty: 57601.605469
Iteration 372Q: 18 clusters Score -1.160768e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 172286 members 
Mstep: Class 3 contains 20722 members 
Mstep: Class 4 contains 57143 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13294 members 
Mstep: Class 7 contains 201305 members 
Mstep: Class 8 contains 66793 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36861 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179112 members 
Mstep: Class 17 contains 30535 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076688.000000 Penalty: 57601.605469
Iteration 373Q: 18 clusters Score -1.160767e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 172281 members 
Mstep: Class 3 contains 20721 members 
Mstep: Class 4 contains 57143 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13293 members 
Mstep: Class 7 contains 201307 members 
Mstep: Class 8 contains 66794 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36861 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179113 members 
Mstep: Class 17 contains 30534 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076640.000000 Penalty: 57601.605469
Iteration 374Q: 18 clusters Score -1.160766e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 172279 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 57143 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13293 members 
Mstep: Class 7 contains 201303 members 
Mstep: Class 8 contains 66794 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36863 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179113 members 
Mstep: Class 17 contains 30533 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076656.000000 Penalty: 57601.605469
Iteration 375Q: 18 clusters Score -1.160767e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 172278 members 
Mstep: Class 3 contains 20722 members 
Mstep: Class 4 contains 57144 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13293 members 
Mstep: Class 7 contains 201309 members 
Mstep: Class 8 contains 66794 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36861 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179111 members 
Mstep: Class 17 contains 30533 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076656.000000 Penalty: 57601.605469
Iteration 376Q: 18 clusters Score -1.160767e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 172278 members 
Mstep: Class 3 contains 20722 members 
Mstep: Class 4 contains 57145 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13293 members 
Mstep: Class 7 contains 201309 members 
Mstep: Class 8 contains 66793 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36863 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179109 members 
Mstep: Class 17 contains 30533 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076688.000000 Penalty: 57601.605469
Iteration 377Q: 18 clusters Score -1.160767e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 172274 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 57143 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13293 members 
Mstep: Class 7 contains 201313 members 
Mstep: Class 8 contains 66793 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36864 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179108 members 
Mstep: Class 17 contains 30533 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076696.000000 Penalty: 57601.605469
Iteration 378Q: 18 clusters Score -1.160767e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 172271 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57143 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13293 members 
Mstep: Class 7 contains 201316 members 
Mstep: Class 8 contains 66790 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36866 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179107 members 
Mstep: Class 17 contains 30534 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076592.000000 Penalty: 57601.605469
Iteration 379Q: 18 clusters Score -1.160766e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 172273 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57143 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13293 members 
Mstep: Class 7 contains 201313 members 
Mstep: Class 8 contains 66790 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36870 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179103 members 
Mstep: Class 17 contains 30534 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076616.000000 Penalty: 57601.605469
Iteration 380F: 18 clusters Score -1.160766e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 172277 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57143 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13293 members 
Mstep: Class 7 contains 201307 members 
Mstep: Class 8 contains 66787 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36870 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179108 members 
Mstep: Class 17 contains 30534 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076632.000000 Penalty: 57601.605469
Iteration 381Q: 18 clusters Score -1.160766e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 172280 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57143 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13293 members 
Mstep: Class 7 contains 201303 members 
Mstep: Class 8 contains 66786 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36870 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179112 members 
Mstep: Class 17 contains 30534 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076608.000000 Penalty: 57601.605469
Iteration 382Q: 18 clusters Score -1.160766e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 172279 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57143 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13293 members 
Mstep: Class 7 contains 201301 members 
Mstep: Class 8 contains 66786 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36870 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179115 members 
Mstep: Class 17 contains 30533 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076616.000000 Penalty: 57601.605469
Iteration 383Q: 18 clusters Score -1.160766e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 172283 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57143 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13293 members 
Mstep: Class 7 contains 201300 members 
Mstep: Class 8 contains 66786 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36871 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179114 members 
Mstep: Class 17 contains 30531 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076640.000000 Penalty: 57601.605469
Iteration 384Q: 18 clusters Score -1.160766e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 172289 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57143 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13293 members 
Mstep: Class 7 contains 201297 members 
Mstep: Class 8 contains 66786 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36871 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179111 members 
Mstep: Class 17 contains 30531 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076592.000000 Penalty: 57601.605469
Iteration 385Q: 18 clusters Score -1.160766e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 172294 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57145 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13293 members 
Mstep: Class 7 contains 201292 members 
Mstep: Class 8 contains 66785 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36871 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179109 members 
Mstep: Class 17 contains 30531 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076600.000000 Penalty: 57601.605469
Iteration 386Q: 18 clusters Score -1.160766e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 172304 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57146 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13293 members 
Mstep: Class 7 contains 201284 members 
Mstep: Class 8 contains 66784 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36870 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179107 members 
Mstep: Class 17 contains 30531 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076608.000000 Penalty: 57601.605469
Iteration 387Q: 18 clusters Score -1.160766e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 172313 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57148 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13294 members 
Mstep: Class 7 contains 201279 members 
Mstep: Class 8 contains 66783 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36869 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179103 members 
Mstep: Class 17 contains 30531 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076552.000000 Penalty: 57601.605469
Iteration 388Q: 18 clusters Score -1.160766e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 172314 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57151 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13295 members 
Mstep: Class 7 contains 201276 members 
Mstep: Class 8 contains 66781 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36868 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179101 members 
Mstep: Class 17 contains 30531 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076600.000000 Penalty: 57601.605469
Iteration 389Q: 18 clusters Score -1.160766e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 172322 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57152 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13296 members 
Mstep: Class 7 contains 201266 members 
Mstep: Class 8 contains 66779 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36867 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179101 members 
Mstep: Class 17 contains 30531 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076600.000000 Penalty: 57601.605469
Iteration 390Q: 18 clusters Score -1.160766e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 172324 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57152 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13297 members 
Mstep: Class 7 contains 201259 members 
Mstep: Class 8 contains 66780 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36867 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179102 members 
Mstep: Class 17 contains 30532 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076592.000000 Penalty: 57601.605469
Iteration 391Q: 18 clusters Score -1.160766e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 172327 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57153 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13297 members 
Mstep: Class 7 contains 201252 members 
Mstep: Class 8 contains 66781 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36869 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179097 members 
Mstep: Class 17 contains 30532 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076624.000000 Penalty: 57601.605469
Iteration 392Q: 18 clusters Score -1.160766e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 172325 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 57153 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13297 members 
Mstep: Class 7 contains 201250 members 
Mstep: Class 8 contains 66784 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36868 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179098 members 
Mstep: Class 17 contains 30532 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076648.000000 Penalty: 57601.605469
Iteration 393Q: 18 clusters Score -1.160766e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 172327 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57154 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13297 members 
Mstep: Class 7 contains 201246 members 
Mstep: Class 8 contains 66785 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36866 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179094 members 
Mstep: Class 17 contains 30534 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076568.000000 Penalty: 57601.605469
Iteration 394Q: 18 clusters Score -1.160766e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 172333 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57154 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13297 members 
Mstep: Class 7 contains 201238 members 
Mstep: Class 8 contains 66786 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36865 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179096 members 
Mstep: Class 17 contains 30533 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076624.000000 Penalty: 57601.605469
Iteration 395Q: 18 clusters Score -1.160766e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 172332 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57153 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13297 members 
Mstep: Class 7 contains 201234 members 
Mstep: Class 8 contains 66788 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36865 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179096 members 
Mstep: Class 17 contains 30534 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076632.000000 Penalty: 57601.605469
Iteration 396Q: 18 clusters Score -1.160766e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51694 members 
Mstep: Class 2 contains 172329 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57153 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13298 members 
Mstep: Class 7 contains 201235 members 
Mstep: Class 8 contains 66787 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36865 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179097 members 
Mstep: Class 17 contains 30534 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076608.000000 Penalty: 57601.605469
Iteration 397Q: 18 clusters Score -1.160766e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 172328 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57152 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13298 members 
Mstep: Class 7 contains 201231 members 
Mstep: Class 8 contains 66787 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36865 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179104 members 
Mstep: Class 17 contains 30531 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076584.000000 Penalty: 57601.605469
Iteration 398Q: 18 clusters Score -1.160766e+08 nChanged 37
Entering ConstructFrom: 
Score: -116076584.000000 Penalty: 57601.605469
Entering ConstructFrom: 
Trying to split cluster 1 (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: -7195523.500000 Penalty: 2691.582520
	Iteration 0F: 2 clusters Score -7195524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -7160714.500000 Penalty: 5383.165039
	Iteration 0F: 3 clusters Score -7160714 nChanged 23871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -7173958.500000 Penalty: 5383.165039
	Iteration 1F: 3 clusters Score -7173958 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -7174457.000000 Penalty: 5383.165039
	Iteration 2Q: 3 clusters Score -7174457 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -7174991.500000 Penalty: 5383.165039
	Iteration 3Q: 3 clusters Score -7174992 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -7175783.000000 Penalty: 5383.165039
	Iteration 4Q: 3 clusters Score -7175783 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -7177054.000000 Penalty: 5383.165039
	Iteration 5F: 3 clusters Score -7177054 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -7179181.000000 Penalty: 5383.165039
	Iteration 6F: 3 clusters Score -7179181 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -7182222.500000 Penalty: 5383.165039
	Iteration 7F: 3 clusters Score -7182222 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -7186102.000000 Penalty: 5383.165039
	Iteration 8F: 3 clusters Score -7186102 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -7189386.000000 Penalty: 5383.165039
	Iteration 9F: 3 clusters Score -7189386 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -7191568.500000 Penalty: 5383.165039
	Iteration 10Q: 3 clusters Score -7191568 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -7192622.000000 Penalty: 5383.165039
	Iteration 11Q: 3 clusters Score -7192622 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -7193065.000000 Penalty: 5383.165039
	Iteration 12Q: 3 clusters Score -7193065 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -7193275.500000 Penalty: 5383.165039
	Iteration 13Q: 3 clusters Score -7193276 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -7193387.500000 Penalty: 5383.165039
	Iteration 14Q: 3 clusters Score -7193388 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -7193462.000000 Penalty: 5383.165039
	Iteration 15Q: 3 clusters Score -7193462 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -7193522.500000 Penalty: 5383.165039
	Iteration 16Q: 3 clusters Score -7193522 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -7193554.000000 Penalty: 5383.165039
	Iteration 17Q: 3 clusters Score -7193554 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -7193569.000000 Penalty: 5383.165039
	Iteration 18Q: 3 clusters Score -7193569 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -7193592.000000 Penalty: 5383.165039
	Iteration 19Q: 3 clusters Score -7193592 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -7193612.500000 Penalty: 5383.165039
	Iteration 20F: 3 clusters Score -7193612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -7193621.000000 Penalty: 5383.165039
	Iteration 21Q: 3 clusters Score -7193621 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -7193628.500000 Penalty: 5383.165039
	Iteration 22Q: 3 clusters Score -7193628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 50526 members 
Entering Unmasked Estep 
Score: -7193628.000000 Penalty: 5383.165039
	Iteration 23Q: 3 clusters Score -7193628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -7193641.000000 Penalty: 5383.165039
	Iteration 24Q: 3 clusters Score -7193641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -7193643.000000 Penalty: 5383.165039
	Iteration 25Q: 3 clusters Score -7193643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -7193649.500000 Penalty: 5383.165039
	Iteration 26Q: 3 clusters Score -7193650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -7193662.000000 Penalty: 5383.165039
	Iteration 27Q: 3 clusters Score -7193662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -7193667.000000 Penalty: 5383.165039
	Iteration 28Q: 3 clusters Score -7193667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -7193676.500000 Penalty: 5383.165039
	Iteration 29Q: 3 clusters Score -7193676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -7193675.000000 Penalty: 5383.165039
	Iteration 30Q: 3 clusters Score -7193675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -7193665.500000 Penalty: 5383.165039
	Iteration 31Q: 3 clusters Score -7193666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 50595 members 
Entering Unmasked Estep 
Score: -7193670.500000 Penalty: 5383.165039
	Iteration 32Q: 3 clusters Score -7193670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 50596 members 
Entering Unmasked Estep 
Score: -7193676.500000 Penalty: 5383.165039
	Iteration 33Q: 3 clusters Score -7193676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -7193671.000000 Penalty: 5383.165039
	Iteration 34Q: 3 clusters Score -7193671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -7193674.000000 Penalty: 5383.165039
	Iteration 35Q: 3 clusters Score -7193674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -7193678.000000 Penalty: 5383.165039
	Iteration 36Q: 3 clusters Score -7193678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -7193678.000000 Penalty: 5383.165039
	Iteration 37F: 3 clusters Score -7193678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172323 members 
Entering Unmasked Estep 
Score: -23656740.000000 Penalty: 2990.167236
	Iteration 0F: 2 clusters Score -2.365674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85926 members 
Mstep: Class 2 contains 86397 members 
Entering Unmasked Estep 
Score: -23545764.000000 Penalty: 5980.334473
	Iteration 0F: 3 clusters Score -2.354576e+07 nChanged 82946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82174 members 
Mstep: Class 2 contains 90149 members 
Entering Unmasked Estep 
Score: -23594832.000000 Penalty: 5980.334473
	Iteration 1F: 3 clusters Score -2.359483e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79669 members 
Mstep: Class 2 contains 92654 members 
Entering Unmasked Estep 
Score: -23596174.000000 Penalty: 5980.334473
	Iteration 2Q: 3 clusters Score -2.359617e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 96423 members 
Entering Unmasked Estep 
Score: -23598032.000000 Penalty: 5980.334473
	Iteration 3Q: 3 clusters Score -2.359803e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70495 members 
Mstep: Class 2 contains 101828 members 
Entering Unmasked Estep 
Score: -23601564.000000 Penalty: 5980.334473
	Iteration 4Q: 3 clusters Score -2.360156e+07 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63244 members 
Mstep: Class 2 contains 109079 members 
Entering Unmasked Estep 
Score: -23606794.000000 Penalty: 5980.334473
	Iteration 5Q: 3 clusters Score -2.360679e+07 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54156 members 
Mstep: Class 2 contains 118167 members 
Entering Unmasked Estep 
Score: -23614462.000000 Penalty: 5980.334473
	Iteration 6F: 3 clusters Score -2.361446e+07 nChanged 11275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 128296 members 
Entering Unmasked Estep 
Score: -23624448.000000 Penalty: 5980.334473
	Iteration 7F: 3 clusters Score -2.362445e+07 nChanged 10563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 137525 members 
Entering Unmasked Estep 
Score: -23634208.000000 Penalty: 5980.334473
	Iteration 8F: 3 clusters Score -2.363421e+07 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 144595 members 
Entering Unmasked Estep 
Score: -23640836.000000 Penalty: 5980.334473
	Iteration 9Q: 3 clusters Score -2.364084e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 149632 members 
Entering Unmasked Estep 
Score: -23644908.000000 Penalty: 5980.334473
	Iteration 10Q: 3 clusters Score -2.364491e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 153543 members 
Entering Unmasked Estep 
Score: -23647502.000000 Penalty: 5980.334473
	Iteration 11Q: 3 clusters Score -2.36475e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 156658 members 
Entering Unmasked Estep 
Score: -23649104.000000 Penalty: 5980.334473
	Iteration 12Q: 3 clusters Score -2.36491e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 159344 members 
Entering Unmasked Estep 
Score: -23650276.000000 Penalty: 5980.334473
	Iteration 13Q: 3 clusters Score -2.365028e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 161535 members 
Entering Unmasked Estep 
Score: -23651198.000000 Penalty: 5980.334473
	Iteration 14Q: 3 clusters Score -2.36512e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 163410 members 
Entering Unmasked Estep 
Score: -23651890.000000 Penalty: 5980.334473
	Iteration 15Q: 3 clusters Score -2.365189e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 164942 members 
Entering Unmasked Estep 
Score: -23652346.000000 Penalty: 5980.334473
	Iteration 16Q: 3 clusters Score -2.365235e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 166185 members 
Entering Unmasked Estep 
Score: -23652676.000000 Penalty: 5980.334473
	Iteration 17Q: 3 clusters Score -2.365268e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 167174 members 
Entering Unmasked Estep 
Score: -23652924.000000 Penalty: 5980.334473
	Iteration 18Q: 3 clusters Score -2.365292e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 167958 members 
Entering Unmasked Estep 
Score: -23653196.000000 Penalty: 5980.334473
	Iteration 19Q: 3 clusters Score -2.36532e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 168592 members 
Entering Unmasked Estep 
Score: -23653432.000000 Penalty: 5980.334473
	Iteration 20F: 3 clusters Score -2.365343e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 169123 members 
Entering Unmasked Estep 
Score: -23653624.000000 Penalty: 5980.334473
	Iteration 21Q: 3 clusters Score -2.365362e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 169550 members 
Entering Unmasked Estep 
Score: -23653766.000000 Penalty: 5980.334473
	Iteration 22Q: 3 clusters Score -2.365377e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 169874 members 
Entering Unmasked Estep 
Score: -23653844.000000 Penalty: 5980.334473
	Iteration 23Q: 3 clusters Score -2.365384e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 170109 members 
Entering Unmasked Estep 
Score: -23653936.000000 Penalty: 5980.334473
	Iteration 24Q: 3 clusters Score -2.365394e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 170302 members 
Entering Unmasked Estep 
Score: -23654012.000000 Penalty: 5980.334473
	Iteration 25Q: 3 clusters Score -2.365401e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 170460 members 
Entering Unmasked Estep 
Score: -23654078.000000 Penalty: 5980.334473
	Iteration 26Q: 3 clusters Score -2.365408e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 170576 members 
Entering Unmasked Estep 
Score: -23654120.000000 Penalty: 5980.334473
	Iteration 27Q: 3 clusters Score -2.365412e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 170689 members 
Entering Unmasked Estep 
Score: -23654128.000000 Penalty: 5980.334473
	Iteration 28Q: 3 clusters Score -2.365413e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 170771 members 
Entering Unmasked Estep 
Score: -23654206.000000 Penalty: 5980.334473
	Iteration 29Q: 3 clusters Score -2.365421e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 170826 members 
Entering Unmasked Estep 
Score: -23654214.000000 Penalty: 5980.334473
	Iteration 30Q: 3 clusters Score -2.365421e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 170869 members 
Entering Unmasked Estep 
Score: -23654208.000000 Penalty: 5980.334473
	Iteration 31Q: 3 clusters Score -2.365421e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 170908 members 
Entering Unmasked Estep 
Score: -23654238.000000 Penalty: 5980.334473
	Iteration 32Q: 3 clusters Score -2.365424e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 170942 members 
Entering Unmasked Estep 
Score: -23654234.000000 Penalty: 5980.334473
	Iteration 33Q: 3 clusters Score -2.365423e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 170962 members 
Entering Unmasked Estep 
Score: -23654232.000000 Penalty: 5980.334473
	Iteration 34Q: 3 clusters Score -2.365423e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 170987 members 
Entering Unmasked Estep 
Score: -23654222.000000 Penalty: 5980.334473
	Iteration 35Q: 3 clusters Score -2.365422e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 170999 members 
Entering Unmasked Estep 
Score: -23654218.000000 Penalty: 5980.334473
	Iteration 36Q: 3 clusters Score -2.365422e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 171010 members 
Entering Unmasked Estep 
Score: -23654214.000000 Penalty: 5980.334473
	Iteration 37Q: 3 clusters Score -2.365421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 171021 members 
Entering Unmasked Estep 
Score: -23654224.000000 Penalty: 5980.334473
	Iteration 38Q: 3 clusters Score -2.365422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 171036 members 
Entering Unmasked Estep 
Score: -23654232.000000 Penalty: 5980.334473
	Iteration 39Q: 3 clusters Score -2.365423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 171047 members 
Entering Unmasked Estep 
Score: -23654238.000000 Penalty: 5980.334473
	Iteration 40F: 3 clusters Score -2.365424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 171054 members 
Entering Unmasked Estep 
Score: -23654242.000000 Penalty: 5980.334473
	Iteration 41Q: 3 clusters Score -2.365424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 171061 members 
Entering Unmasked Estep 
Score: -23654256.000000 Penalty: 5980.334473
	Iteration 42Q: 3 clusters Score -2.365426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 171065 members 
Entering Unmasked Estep 
Score: -23654254.000000 Penalty: 5980.334473
	Iteration 43Q: 3 clusters Score -2.365425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 171068 members 
Entering Unmasked Estep 
Score: -23654234.000000 Penalty: 5980.334473
	Iteration 44Q: 3 clusters Score -2.365423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 171073 members 
Entering Unmasked Estep 
Score: -23654256.000000 Penalty: 5980.334473
	Iteration 45Q: 3 clusters Score -2.365426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 171080 members 
Entering Unmasked Estep 
Score: -23654250.000000 Penalty: 5980.334473
	Iteration 46Q: 3 clusters Score -2.365425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 171085 members 
Entering Unmasked Estep 
Score: -23654240.000000 Penalty: 5980.334473
	Iteration 47Q: 3 clusters Score -2.365424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 171091 members 
Entering Unmasked Estep 
Score: -23654244.000000 Penalty: 5980.334473
	Iteration 48Q: 3 clusters Score -2.365424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 171099 members 
Entering Unmasked Estep 
Score: -23654234.000000 Penalty: 5980.334473
	Iteration 49Q: 3 clusters Score -2.365423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 171105 members 
Entering Unmasked Estep 
Score: -23654260.000000 Penalty: 5980.334473
	Iteration 50Q: 3 clusters Score -2.365426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 171111 members 
Entering Unmasked Estep 
Score: -23654246.000000 Penalty: 5980.334473
	Iteration 51Q: 3 clusters Score -2.365425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 171120 members 
Entering Unmasked Estep 
Score: -23654254.000000 Penalty: 5980.334473
	Iteration 52Q: 3 clusters Score -2.365425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 171127 members 
Entering Unmasked Estep 
Score: -23654244.000000 Penalty: 5980.334473
	Iteration 53Q: 3 clusters Score -2.365424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 171133 members 
Entering Unmasked Estep 
Score: -23654238.000000 Penalty: 5980.334473
	Iteration 54Q: 3 clusters Score -2.365424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 171138 members 
Entering Unmasked Estep 
Score: -23654246.000000 Penalty: 5980.334473
	Iteration 55Q: 3 clusters Score -2.365425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 171138 members 
Entering Unmasked Estep 
Score: -23654256.000000 Penalty: 5980.334473
	Iteration 56Q: 3 clusters Score -2.365426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 171138 members 
Entering Unmasked Estep 
Score: -23654254.000000 Penalty: 5980.334473
	Iteration 57Q: 3 clusters Score -2.365425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 171140 members 
Entering Unmasked Estep 
Score: -23654252.000000 Penalty: 5980.334473
	Iteration 58Q: 3 clusters Score -2.365425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 171140 members 
Entering Unmasked Estep 
Score: -23654252.000000 Penalty: 5980.334473
	Iteration 59F: 3 clusters Score -2.365425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Entering Unmasked Estep 
Score: -2894461.000000 Penalty: 2464.895996
	Iteration 0F: 2 clusters Score -2894461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2879818.250000 Penalty: 4929.791992
	Iteration 0F: 3 clusters Score -2879818 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2884704.500000 Penalty: 4929.791992
	Iteration 1F: 3 clusters Score -2884704 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2885128.250000 Penalty: 4929.791992
	Iteration 2F: 3 clusters Score -2885128 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2885469.000000 Penalty: 4929.791992
	Iteration 3Q: 3 clusters Score -2885469 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2885811.250000 Penalty: 4929.791992
	Iteration 4Q: 3 clusters Score -2885811 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2886238.750000 Penalty: 4929.791992
	Iteration 5Q: 3 clusters Score -2886239 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2886787.750000 Penalty: 4929.791992
	Iteration 6Q: 3 clusters Score -2886788 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2887479.500000 Penalty: 4929.791992
	Iteration 7F: 3 clusters Score -2887480 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2888450.500000 Penalty: 4929.791992
	Iteration 8F: 3 clusters Score -2888450 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2889559.250000 Penalty: 4929.791992
	Iteration 9F: 3 clusters Score -2889559 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2890596.250000 Penalty: 4929.791992
	Iteration 10F: 3 clusters Score -2890596 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2891294.250000 Penalty: 4929.791992
	Iteration 11Q: 3 clusters Score -2891294 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2891719.250000 Penalty: 4929.791992
	Iteration 12Q: 3 clusters Score -2891719 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2891974.250000 Penalty: 4929.791992
	Iteration 13Q: 3 clusters Score -2891974 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2892126.500000 Penalty: 4929.791992
	Iteration 14Q: 3 clusters Score -2892126 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2892226.750000 Penalty: 4929.791992
	Iteration 15Q: 3 clusters Score -2892227 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2892287.000000 Penalty: 4929.791992
	Iteration 16Q: 3 clusters Score -2892287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2892323.000000 Penalty: 4929.791992
	Iteration 17Q: 3 clusters Score -2892323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2892352.750000 Penalty: 4929.791992
	Iteration 18Q: 3 clusters Score -2892353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2892382.500000 Penalty: 4929.791992
	Iteration 19Q: 3 clusters Score -2892382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2892399.250000 Penalty: 4929.791992
	Iteration 20F: 3 clusters Score -2892399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2892408.750000 Penalty: 4929.791992
	Iteration 21Q: 3 clusters Score -2892409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2892420.250000 Penalty: 4929.791992
	Iteration 22Q: 3 clusters Score -2892420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2892419.500000 Penalty: 4929.791992
	Iteration 23Q: 3 clusters Score -2892420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2892420.750000 Penalty: 4929.791992
	Iteration 24Q: 3 clusters Score -2892421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2892423.250000 Penalty: 4929.791992
	Iteration 25Q: 3 clusters Score -2892423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2892429.000000 Penalty: 4929.791992
	Iteration 26Q: 3 clusters Score -2892429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2892430.500000 Penalty: 4929.791992
	Iteration 27Q: 3 clusters Score -2892430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2892434.000000 Penalty: 4929.791992
	Iteration 28Q: 3 clusters Score -2892434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2892433.500000 Penalty: 4929.791992
	Iteration 29Q: 3 clusters Score -2892434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2892436.250000 Penalty: 4929.791992
	Iteration 30Q: 3 clusters Score -2892436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2892436.250000 Penalty: 4929.791992
	Iteration 31F: 3 clusters Score -2892436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Entering Unmasked Estep 
Score: -7704458.500000 Penalty: 2716.460449
	Iteration 0F: 2 clusters Score -7704458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -7666154.500000 Penalty: 5432.920898
	Iteration 0F: 3 clusters Score -7666154 nChanged 26413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -7681133.000000 Penalty: 5432.920898
	Iteration 1F: 3 clusters Score -7681133 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -7681717.000000 Penalty: 5432.920898
	Iteration 2Q: 3 clusters Score -7681717 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -7682255.500000 Penalty: 5432.920898
	Iteration 3Q: 3 clusters Score -7682256 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -7682732.500000 Penalty: 5432.920898
	Iteration 4Q: 3 clusters Score -7682732 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -7683301.000000 Penalty: 5432.920898
	Iteration 5Q: 3 clusters Score -7683301 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -7684014.500000 Penalty: 5432.920898
	Iteration 6Q: 3 clusters Score -7684014 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -7685023.500000 Penalty: 5432.920898
	Iteration 7Q: 3 clusters Score -7685024 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -7686583.000000 Penalty: 5432.920898
	Iteration 8F: 3 clusters Score -7686583 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -7688980.500000 Penalty: 5432.920898
	Iteration 9F: 3 clusters Score -7688980 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -7692082.500000 Penalty: 5432.920898
	Iteration 10F: 3 clusters Score -7692082 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -7695451.500000 Penalty: 5432.920898
	Iteration 11F: 3 clusters Score -7695452 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -7698229.500000 Penalty: 5432.920898
	Iteration 12F: 3 clusters Score -7698230 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -7699971.500000 Penalty: 5432.920898
	Iteration 13Q: 3 clusters Score -7699972 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 55226 members 
Entering Unmasked Estep 
Score: -7700904.000000 Penalty: 5432.920898
	Iteration 14Q: 3 clusters Score -7700904 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 55850 members 
Entering Unmasked Estep 
Score: -7701422.000000 Penalty: 5432.920898
	Iteration 15Q: 3 clusters Score -7701422 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 56213 members 
Entering Unmasked Estep 
Score: -7701734.500000 Penalty: 5432.920898
	Iteration 16Q: 3 clusters Score -7701734 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -7701895.500000 Penalty: 5432.920898
	Iteration 17Q: 3 clusters Score -7701896 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 56524 members 
Entering Unmasked Estep 
Score: -7701995.000000 Penalty: 5432.920898
	Iteration 18Q: 3 clusters Score -7701995 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 56607 members 
Entering Unmasked Estep 
Score: -7702075.000000 Penalty: 5432.920898
	Iteration 19Q: 3 clusters Score -7702075 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 56641 members 
Entering Unmasked Estep 
Score: -7702093.500000 Penalty: 5432.920898
	Iteration 20F: 3 clusters Score -7702094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 56663 members 
Entering Unmasked Estep 
Score: -7702121.000000 Penalty: 5432.920898
	Iteration 21Q: 3 clusters Score -7702121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 56681 members 
Entering Unmasked Estep 
Score: -7702138.500000 Penalty: 5432.920898
	Iteration 22Q: 3 clusters Score -7702138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 56692 members 
Entering Unmasked Estep 
Score: -7702152.500000 Penalty: 5432.920898
	Iteration 23Q: 3 clusters Score -7702152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -7702156.500000 Penalty: 5432.920898
	Iteration 24Q: 3 clusters Score -7702156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 56708 members 
Entering Unmasked Estep 
Score: -7702177.500000 Penalty: 5432.920898
	Iteration 25Q: 3 clusters Score -7702178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -7702195.000000 Penalty: 5432.920898
	Iteration 26Q: 3 clusters Score -7702195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 56722 members 
Entering Unmasked Estep 
Score: -7702217.500000 Penalty: 5432.920898
	Iteration 27Q: 3 clusters Score -7702218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 56732 members 
Entering Unmasked Estep 
Score: -7702235.500000 Penalty: 5432.920898
	Iteration 28Q: 3 clusters Score -7702236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -7702245.000000 Penalty: 5432.920898
	Iteration 29Q: 3 clusters Score -7702245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -7702255.000000 Penalty: 5432.920898
	Iteration 30Q: 3 clusters Score -7702255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -7702261.500000 Penalty: 5432.920898
	Iteration 31Q: 3 clusters Score -7702262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 56750 members 
Entering Unmasked Estep 
Score: -7702269.500000 Penalty: 5432.920898
	Iteration 32Q: 3 clusters Score -7702270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 56754 members 
Entering Unmasked Estep 
Score: -7702272.000000 Penalty: 5432.920898
	Iteration 33Q: 3 clusters Score -7702272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 56754 members 
Entering Unmasked Estep 
Score: -7702279.000000 Penalty: 5432.920898
	Iteration 34Q: 3 clusters Score -7702279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -7702295.000000 Penalty: 5432.920898
	Iteration 35Q: 3 clusters Score -7702295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -7702296.000000 Penalty: 5432.920898
	Iteration 36Q: 3 clusters Score -7702296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -7702305.500000 Penalty: 5432.920898
	Iteration 37Q: 3 clusters Score -7702306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -7702301.000000 Penalty: 5432.920898
	Iteration 38Q: 3 clusters Score -7702301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -7702306.500000 Penalty: 5432.920898
	Iteration 39Q: 3 clusters Score -7702306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -7702306.500000 Penalty: 5432.920898
	Iteration 40F: 3 clusters Score -7702306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -7702305.000000 Penalty: 5432.920898
	Iteration 41Q: 3 clusters Score -7702305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 56770 members 
Entering Unmasked Estep 
Score: -7702312.000000 Penalty: 5432.920898
	Iteration 42Q: 3 clusters Score -7702312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -7702312.000000 Penalty: 5432.920898
	Iteration 43Q: 3 clusters Score -7702312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 56765 members 
Entering Unmasked Estep 
Score: -7702321.500000 Penalty: 5432.920898
	Iteration 44Q: 3 clusters Score -7702322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 56764 members 
Entering Unmasked Estep 
Score: -7702318.000000 Penalty: 5432.920898
	Iteration 45Q: 3 clusters Score -7702318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -7702318.000000 Penalty: 5432.920898
	Iteration 46Q: 3 clusters Score -7702318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -7702318.000000 Penalty: 5432.920898
	Iteration 47F: 3 clusters Score -7702318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Entering Unmasked Estep 
Score: -886312.875000 Penalty: 2181.829590
	Iteration 0F: 2 clusters Score -886312.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -880708.062500 Penalty: 4363.659180
	Iteration 0F: 3 clusters Score -880708.1 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -882105.812500 Penalty: 4363.659180
	Iteration 1F: 3 clusters Score -882105.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -882339.187500 Penalty: 4363.659180
	Iteration 2F: 3 clusters Score -882339.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -882474.000000 Penalty: 4363.659180
	Iteration 3Q: 3 clusters Score -882474 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -882573.812500 Penalty: 4363.659180
	Iteration 4Q: 3 clusters Score -882573.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -882642.875000 Penalty: 4363.659180
	Iteration 5Q: 3 clusters Score -882642.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -882686.500000 Penalty: 4363.659180
	Iteration 6Q: 3 clusters Score -882686.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -882715.625000 Penalty: 4363.659180
	Iteration 7Q: 3 clusters Score -882715.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -882746.875000 Penalty: 4363.659180
	Iteration 8Q: 3 clusters Score -882746.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -882769.125000 Penalty: 4363.659180
	Iteration 9Q: 3 clusters Score -882769.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -882793.062500 Penalty: 4363.659180
	Iteration 10Q: 3 clusters Score -882793.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -882819.500000 Penalty: 4363.659180
	Iteration 11Q: 3 clusters Score -882819.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -882837.937500 Penalty: 4363.659180
	Iteration 12Q: 3 clusters Score -882837.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -882866.125000 Penalty: 4363.659180
	Iteration 13Q: 3 clusters Score -882866.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -882891.812500 Penalty: 4363.659180
	Iteration 14Q: 3 clusters Score -882891.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -882916.437500 Penalty: 4363.659180
	Iteration 15Q: 3 clusters Score -882916.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -882947.000000 Penalty: 4363.659180
	Iteration 16Q: 3 clusters Score -882947 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -882977.625000 Penalty: 4363.659180
	Iteration 17Q: 3 clusters Score -882977.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -883007.500000 Penalty: 4363.659180
	Iteration 18Q: 3 clusters Score -883007.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -883049.687500 Penalty: 4363.659180
	Iteration 19Q: 3 clusters Score -883049.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -883098.125000 Penalty: 4363.659180
	Iteration 20F: 3 clusters Score -883098.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -883140.437500 Penalty: 4363.659180
	Iteration 21Q: 3 clusters Score -883140.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -883179.875000 Penalty: 4363.659180
	Iteration 22Q: 3 clusters Score -883179.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -883225.312500 Penalty: 4363.659180
	Iteration 23Q: 3 clusters Score -883225.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -883286.375000 Penalty: 4363.659180
	Iteration 24Q: 3 clusters Score -883286.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -883360.812500 Penalty: 4363.659180
	Iteration 25Q: 3 clusters Score -883360.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -883432.500000 Penalty: 4363.659180
	Iteration 26Q: 3 clusters Score -883432.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -883539.375000 Penalty: 4363.659180
	Iteration 27Q: 3 clusters Score -883539.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -883654.187500 Penalty: 4363.659180
	Iteration 28Q: 3 clusters Score -883654.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -883772.875000 Penalty: 4363.659180
	Iteration 29Q: 3 clusters Score -883772.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -883889.250000 Penalty: 4363.659180
	Iteration 30Q: 3 clusters Score -883889.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -883989.562500 Penalty: 4363.659180
	Iteration 31Q: 3 clusters Score -883989.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -884075.437500 Penalty: 4363.659180
	Iteration 32Q: 3 clusters Score -884075.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -884158.437500 Penalty: 4363.659180
	Iteration 33Q: 3 clusters Score -884158.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -884216.250000 Penalty: 4363.659180
	Iteration 34Q: 3 clusters Score -884216.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -884259.375000 Penalty: 4363.659180
	Iteration 35Q: 3 clusters Score -884259.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -884292.062500 Penalty: 4363.659180
	Iteration 36Q: 3 clusters Score -884292.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -884319.125000 Penalty: 4363.659180
	Iteration 37Q: 3 clusters Score -884319.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -884330.250000 Penalty: 4363.659180
	Iteration 38Q: 3 clusters Score -884330.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -884339.187500 Penalty: 4363.659180
	Iteration 39Q: 3 clusters Score -884339.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -884339.750000 Penalty: 4363.659180
	Iteration 40F: 3 clusters Score -884339.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -884340.937500 Penalty: 4363.659180
	Iteration 41Q: 3 clusters Score -884340.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -884341.750000 Penalty: 4363.659180
	Iteration 42Q: 3 clusters Score -884341.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -884343.312500 Penalty: 4363.659180
	Iteration 43Q: 3 clusters Score -884343.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -884350.625000 Penalty: 4363.659180
	Iteration 44Q: 3 clusters Score -884350.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -884356.437500 Penalty: 4363.659180
	Iteration 45Q: 3 clusters Score -884356.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -884357.187500 Penalty: 4363.659180
	Iteration 46Q: 3 clusters Score -884357.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -884358.625000 Penalty: 4363.659180
	Iteration 47Q: 3 clusters Score -884358.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -884358.625000 Penalty: 4363.659180
	Iteration 48F: 3 clusters Score -884358.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Entering Unmasked Estep 
Score: -1747869.500000 Penalty: 2354.870117
	Iteration 0F: 2 clusters Score -1747870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1738046.625000 Penalty: 4709.740234
	Iteration 0F: 3 clusters Score -1738047 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1741160.125000 Penalty: 4709.740234
	Iteration 1F: 3 clusters Score -1741160 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1741500.750000 Penalty: 4709.740234
	Iteration 2F: 3 clusters Score -1741501 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1741758.750000 Penalty: 4709.740234
	Iteration 3Q: 3 clusters Score -1741759 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1741960.625000 Penalty: 4709.740234
	Iteration 4Q: 3 clusters Score -1741961 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1742118.250000 Penalty: 4709.740234
	Iteration 5Q: 3 clusters Score -1742118 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1742251.625000 Penalty: 4709.740234
	Iteration 6Q: 3 clusters Score -1742252 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1742363.875000 Penalty: 4709.740234
	Iteration 7Q: 3 clusters Score -1742364 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1742480.125000 Penalty: 4709.740234
	Iteration 8Q: 3 clusters Score -1742480 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1742587.000000 Penalty: 4709.740234
	Iteration 9Q: 3 clusters Score -1742587 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1742701.625000 Penalty: 4709.740234
	Iteration 10Q: 3 clusters Score -1742702 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1742830.750000 Penalty: 4709.740234
	Iteration 11Q: 3 clusters Score -1742831 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1742984.375000 Penalty: 4709.740234
	Iteration 12Q: 3 clusters Score -1742984 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1743184.500000 Penalty: 4709.740234
	Iteration 13Q: 3 clusters Score -1743184 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1743441.000000 Penalty: 4709.740234
	Iteration 14Q: 3 clusters Score -1743441 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1743752.250000 Penalty: 4709.740234
	Iteration 15Q: 3 clusters Score -1743752 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1744120.875000 Penalty: 4709.740234
	Iteration 16Q: 3 clusters Score -1744121 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1744535.125000 Penalty: 4709.740234
	Iteration 17Q: 3 clusters Score -1744535 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1745001.625000 Penalty: 4709.740234
	Iteration 18Q: 3 clusters Score -1745002 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1745421.750000 Penalty: 4709.740234
	Iteration 19Q: 3 clusters Score -1745422 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1745772.750000 Penalty: 4709.740234
	Iteration 20F: 3 clusters Score -1745773 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1745994.625000 Penalty: 4709.740234
	Iteration 21Q: 3 clusters Score -1745995 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1746110.750000 Penalty: 4709.740234
	Iteration 22Q: 3 clusters Score -1746111 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1746164.125000 Penalty: 4709.740234
	Iteration 23Q: 3 clusters Score -1746164 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1746193.375000 Penalty: 4709.740234
	Iteration 24Q: 3 clusters Score -1746193 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1746213.500000 Penalty: 4709.740234
	Iteration 25Q: 3 clusters Score -1746214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1746223.875000 Penalty: 4709.740234
	Iteration 26Q: 3 clusters Score -1746224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1746224.750000 Penalty: 4709.740234
	Iteration 27Q: 3 clusters Score -1746225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1746229.625000 Penalty: 4709.740234
	Iteration 28Q: 3 clusters Score -1746230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1746228.875000 Penalty: 4709.740234
	Iteration 29Q: 3 clusters Score -1746229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1746230.125000 Penalty: 4709.740234
	Iteration 30Q: 3 clusters Score -1746230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1746230.500000 Penalty: 4709.740234
	Iteration 31Q: 3 clusters Score -1746230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1746230.750000 Penalty: 4709.740234
	Iteration 32Q: 3 clusters Score -1746231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1746231.125000 Penalty: 4709.740234
	Iteration 33Q: 3 clusters Score -1746231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1746231.125000 Penalty: 4709.740234
	Iteration 34F: 3 clusters Score -1746231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (201232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201232 members 
Entering Unmasked Estep 
Score: -27594838.000000 Penalty: 3028.628906
	Iteration 0F: 2 clusters Score -2.759484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100900 members 
Mstep: Class 2 contains 100332 members 
Entering Unmasked Estep 
Score: -27464166.000000 Penalty: 6057.257812
	Iteration 0F: 3 clusters Score -2.746417e+07 nChanged 96409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106841 members 
Mstep: Class 2 contains 94391 members 
Entering Unmasked Estep 
Score: -27521456.000000 Penalty: 6057.257812
	Iteration 1F: 3 clusters Score -2.752146e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110699 members 
Mstep: Class 2 contains 90533 members 
Entering Unmasked Estep 
Score: -27523452.000000 Penalty: 6057.257812
	Iteration 2Q: 3 clusters Score -2.752345e+07 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116637 members 
Mstep: Class 2 contains 84595 members 
Entering Unmasked Estep 
Score: -27527488.000000 Penalty: 6057.257812
	Iteration 3Q: 3 clusters Score -2.752749e+07 nChanged 12131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125572 members 
Mstep: Class 2 contains 75660 members 
Entering Unmasked Estep 
Score: -27534234.000000 Penalty: 6057.257812
	Iteration 4F: 3 clusters Score -2.753423e+07 nChanged 15565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138039 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -27546086.000000 Penalty: 6057.257812
	Iteration 5F: 3 clusters Score -2.754609e+07 nChanged 17320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152741 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -27561376.000000 Penalty: 6057.257812
	Iteration 6F: 3 clusters Score -2.756138e+07 nChanged 15000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166105 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -27576112.000000 Penalty: 6057.257812
	Iteration 7F: 3 clusters Score -2.757611e+07 nChanged 10243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175100 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -27585498.000000 Penalty: 6057.257812
	Iteration 8F: 3 clusters Score -2.75855e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180361 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -27589440.000000 Penalty: 6057.257812
	Iteration 9Q: 3 clusters Score -2.758944e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184090 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -27591034.000000 Penalty: 6057.257812
	Iteration 10Q: 3 clusters Score -2.759103e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187217 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -27592054.000000 Penalty: 6057.257812
	Iteration 11Q: 3 clusters Score -2.759205e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189818 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -27592644.000000 Penalty: 6057.257812
	Iteration 12Q: 3 clusters Score -2.759264e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191917 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -27593120.000000 Penalty: 6057.257812
	Iteration 13Q: 3 clusters Score -2.759312e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193671 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -27593492.000000 Penalty: 6057.257812
	Iteration 14Q: 3 clusters Score -2.759349e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195054 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -27593660.000000 Penalty: 6057.257812
	Iteration 15Q: 3 clusters Score -2.759366e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196138 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -27593772.000000 Penalty: 6057.257812
	Iteration 16Q: 3 clusters Score -2.759377e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196999 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -27593758.000000 Penalty: 6057.257812
	Iteration 17Q: 3 clusters Score -2.759376e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197617 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -27593662.000000 Penalty: 6057.257812
	Iteration 18Q: 3 clusters Score -2.759366e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198080 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -27593568.000000 Penalty: 6057.257812
	Iteration 19Q: 3 clusters Score -2.759357e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198464 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -27593520.000000 Penalty: 6057.257812
	Iteration 20F: 3 clusters Score -2.759352e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198754 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -27593508.000000 Penalty: 6057.257812
	Iteration 21Q: 3 clusters Score -2.759351e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198956 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -27593482.000000 Penalty: 6057.257812
	Iteration 22Q: 3 clusters Score -2.759348e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199116 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -27593398.000000 Penalty: 6057.257812
	Iteration 23Q: 3 clusters Score -2.75934e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199241 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -27593436.000000 Penalty: 6057.257812
	Iteration 24Q: 3 clusters Score -2.759344e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199336 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -27593430.000000 Penalty: 6057.257812
	Iteration 25Q: 3 clusters Score -2.759343e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199421 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -27593456.000000 Penalty: 6057.257812
	Iteration 26Q: 3 clusters Score -2.759346e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199489 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -27593392.000000 Penalty: 6057.257812
	Iteration 27Q: 3 clusters Score -2.759339e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199550 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -27593346.000000 Penalty: 6057.257812
	Iteration 28Q: 3 clusters Score -2.759335e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199604 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -27593296.000000 Penalty: 6057.257812
	Iteration 29Q: 3 clusters Score -2.75933e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199649 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -27593308.000000 Penalty: 6057.257812
	Iteration 30Q: 3 clusters Score -2.759331e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199686 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -27593250.000000 Penalty: 6057.257812
	Iteration 31Q: 3 clusters Score -2.759325e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199713 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -27593236.000000 Penalty: 6057.257812
	Iteration 32Q: 3 clusters Score -2.759324e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199748 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -27593256.000000 Penalty: 6057.257812
	Iteration 33Q: 3 clusters Score -2.759326e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199783 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -27593248.000000 Penalty: 6057.257812
	Iteration 34Q: 3 clusters Score -2.759325e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199814 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -27593250.000000 Penalty: 6057.257812
	Iteration 35Q: 3 clusters Score -2.759325e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199846 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -27593262.000000 Penalty: 6057.257812
	Iteration 36Q: 3 clusters Score -2.759326e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199866 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -27593272.000000 Penalty: 6057.257812
	Iteration 37Q: 3 clusters Score -2.759327e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199879 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -27593266.000000 Penalty: 6057.257812
	Iteration 38Q: 3 clusters Score -2.759327e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199889 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -27593256.000000 Penalty: 6057.257812
	Iteration 39Q: 3 clusters Score -2.759326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199893 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -27593262.000000 Penalty: 6057.257812
	Iteration 40F: 3 clusters Score -2.759326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199901 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -27593270.000000 Penalty: 6057.257812
	Iteration 41Q: 3 clusters Score -2.759327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199906 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -27593252.000000 Penalty: 6057.257812
	Iteration 42Q: 3 clusters Score -2.759325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199908 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -27593248.000000 Penalty: 6057.257812
	Iteration 43Q: 3 clusters Score -2.759325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199909 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -27593258.000000 Penalty: 6057.257812
	Iteration 44Q: 3 clusters Score -2.759326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199910 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -27593252.000000 Penalty: 6057.257812
	Iteration 45Q: 3 clusters Score -2.759325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199910 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -27593252.000000 Penalty: 6057.257812
	Iteration 46F: 3 clusters Score -2.759325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (66789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66789 members 
Entering Unmasked Estep 
Score: -9226481.000000 Penalty: 2755.104980
	Iteration 0F: 2 clusters Score -9226481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -9181579.000000 Penalty: 5510.209961
	Iteration 0F: 3 clusters Score -9181579 nChanged 31344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -9199338.000000 Penalty: 5510.209961
	Iteration 1F: 3 clusters Score -9199338 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -9199878.000000 Penalty: 5510.209961
	Iteration 2Q: 3 clusters Score -9199878 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -9200435.000000 Penalty: 5510.209961
	Iteration 3Q: 3 clusters Score -9200435 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -9201123.000000 Penalty: 5510.209961
	Iteration 4Q: 3 clusters Score -9201123 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -9202148.000000 Penalty: 5510.209961
	Iteration 5Q: 3 clusters Score -9202148 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -9203909.000000 Penalty: 5510.209961
	Iteration 6F: 3 clusters Score -9203909 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -9206962.000000 Penalty: 5510.209961
	Iteration 7F: 3 clusters Score -9206962 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -9211632.000000 Penalty: 5510.209961
	Iteration 8F: 3 clusters Score -9211632 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59275 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -9216881.000000 Penalty: 5510.209961
	Iteration 9F: 3 clusters Score -9216881 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63433 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -9220920.000000 Penalty: 5510.209961
	Iteration 10F: 3 clusters Score -9220920 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65473 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -9222830.000000 Penalty: 5510.209961
	Iteration 11Q: 3 clusters Score -9222830 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66202 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9223523.000000 Penalty: 5510.209961
	Iteration 12Q: 3 clusters Score -9223523 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66417 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9223771.000000 Penalty: 5510.209961
	Iteration 13Q: 3 clusters Score -9223771 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66501 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9223883.000000 Penalty: 5510.209961
	Iteration 14Q: 3 clusters Score -9223883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66527 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9223943.000000 Penalty: 5510.209961
	Iteration 15Q: 3 clusters Score -9223943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66545 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9223975.000000 Penalty: 5510.209961
	Iteration 16Q: 3 clusters Score -9223975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66548 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9223983.000000 Penalty: 5510.209961
	Iteration 17Q: 3 clusters Score -9223983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66553 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9223992.000000 Penalty: 5510.209961
	Iteration 18Q: 3 clusters Score -9223992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9223988.000000 Penalty: 5510.209961
	Iteration 19Q: 3 clusters Score -9223988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9223992.000000 Penalty: 5510.209961
	Iteration 20F: 3 clusters Score -9223992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Entering Unmasked Estep 
Score: -287765.000000 Penalty: 1907.757324
	Iteration 0F: 2 clusters Score -287765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -284983.968750 Penalty: 3815.514648
	Iteration 0F: 3 clusters Score -284984 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -285502.031250 Penalty: 3815.514648
	Iteration 1F: 3 clusters Score -285502 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -285666.781250 Penalty: 3815.514648
	Iteration 2F: 3 clusters Score -285666.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -285768.531250 Penalty: 3815.514648
	Iteration 3Q: 3 clusters Score -285768.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -285873.968750 Penalty: 3815.514648
	Iteration 4Q: 3 clusters Score -285874 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -285942.625000 Penalty: 3815.514648
	Iteration 5Q: 3 clusters Score -285942.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -285997.218750 Penalty: 3815.514648
	Iteration 6Q: 3 clusters Score -285997.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -286040.875000 Penalty: 3815.514648
	Iteration 7Q: 3 clusters Score -286040.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -286085.031250 Penalty: 3815.514648
	Iteration 8Q: 3 clusters Score -286085 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -286131.875000 Penalty: 3815.514648
	Iteration 9Q: 3 clusters Score -286131.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -286171.906250 Penalty: 3815.514648
	Iteration 10Q: 3 clusters Score -286171.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -286211.531250 Penalty: 3815.514648
	Iteration 11Q: 3 clusters Score -286211.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -286243.937500 Penalty: 3815.514648
	Iteration 12Q: 3 clusters Score -286243.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -286267.156250 Penalty: 3815.514648
	Iteration 13Q: 3 clusters Score -286267.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -286288.437500 Penalty: 3815.514648
	Iteration 14Q: 3 clusters Score -286288.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -286307.250000 Penalty: 3815.514648
	Iteration 15Q: 3 clusters Score -286307.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -286323.343750 Penalty: 3815.514648
	Iteration 16Q: 3 clusters Score -286323.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -286335.781250 Penalty: 3815.514648
	Iteration 17Q: 3 clusters Score -286335.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -286343.843750 Penalty: 3815.514648
	Iteration 18Q: 3 clusters Score -286343.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -286349.187500 Penalty: 3815.514648
	Iteration 19Q: 3 clusters Score -286349.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -286355.687500 Penalty: 3815.514648
	Iteration 20F: 3 clusters Score -286355.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -286359.843750 Penalty: 3815.514648
	Iteration 21Q: 3 clusters Score -286359.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -286364.343750 Penalty: 3815.514648
	Iteration 22Q: 3 clusters Score -286364.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -286367.625000 Penalty: 3815.514648
	Iteration 23Q: 3 clusters Score -286367.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -286370.250000 Penalty: 3815.514648
	Iteration 24Q: 3 clusters Score -286370.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -286370.781250 Penalty: 3815.514648
	Iteration 25Q: 3 clusters Score -286370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -286371.406250 Penalty: 3815.514648
	Iteration 26Q: 3 clusters Score -286371.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -286371.156250 Penalty: 3815.514648
	Iteration 27Q: 3 clusters Score -286371.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -286371.156250 Penalty: 3815.514648
	Iteration 28F: 3 clusters Score -286371.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Entering Unmasked Estep 
Score: -5133219.000000 Penalty: 2607.724365
	Iteration 0F: 2 clusters Score -5133219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -5108245.500000 Penalty: 5215.448730
	Iteration 0F: 3 clusters Score -5108246 nChanged 16809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -5117344.000000 Penalty: 5215.448730
	Iteration 1F: 3 clusters Score -5117344 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -5117728.000000 Penalty: 5215.448730
	Iteration 2Q: 3 clusters Score -5117728 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -5118088.000000 Penalty: 5215.448730
	Iteration 3Q: 3 clusters Score -5118088 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -5118546.500000 Penalty: 5215.448730
	Iteration 4Q: 3 clusters Score -5118546 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -5119153.000000 Penalty: 5215.448730
	Iteration 5Q: 3 clusters Score -5119153 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -5120051.000000 Penalty: 5215.448730
	Iteration 6Q: 3 clusters Score -5120051 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -5121524.500000 Penalty: 5215.448730
	Iteration 7F: 3 clusters Score -5121524 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -5123643.500000 Penalty: 5215.448730
	Iteration 8F: 3 clusters Score -5123644 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -5126282.000000 Penalty: 5215.448730
	Iteration 9F: 3 clusters Score -5126282 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -5128620.500000 Penalty: 5215.448730
	Iteration 10F: 3 clusters Score -5128620 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5129968.000000 Penalty: 5215.448730
	Iteration 11Q: 3 clusters Score -5129968 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5130507.000000 Penalty: 5215.448730
	Iteration 12Q: 3 clusters Score -5130507 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5130703.500000 Penalty: 5215.448730
	Iteration 13Q: 3 clusters Score -5130704 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5130787.000000 Penalty: 5215.448730
	Iteration 14Q: 3 clusters Score -5130787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5130821.000000 Penalty: 5215.448730
	Iteration 15Q: 3 clusters Score -5130821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5130832.000000 Penalty: 5215.448730
	Iteration 16Q: 3 clusters Score -5130832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5130846.500000 Penalty: 5215.448730
	Iteration 17Q: 3 clusters Score -5130846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5130852.500000 Penalty: 5215.448730
	Iteration 18Q: 3 clusters Score -5130852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5130870.500000 Penalty: 5215.448730
	Iteration 19Q: 3 clusters Score -5130870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5130874.500000 Penalty: 5215.448730
	Iteration 20F: 3 clusters Score -5130874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5130878.500000 Penalty: 5215.448730
	Iteration 21Q: 3 clusters Score -5130878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5130882.500000 Penalty: 5215.448730
	Iteration 22Q: 3 clusters Score -5130882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5130885.000000 Penalty: 5215.448730
	Iteration 23Q: 3 clusters Score -5130885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -5130897.000000 Penalty: 5215.448730
	Iteration 24Q: 3 clusters Score -5130897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -5130903.000000 Penalty: 5215.448730
	Iteration 25Q: 3 clusters Score -5130903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -5130919.000000 Penalty: 5215.448730
	Iteration 26Q: 3 clusters Score -5130919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5130933.000000 Penalty: 5215.448730
	Iteration 27Q: 3 clusters Score -5130933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5130938.000000 Penalty: 5215.448730
	Iteration 28Q: 3 clusters Score -5130938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5130940.000000 Penalty: 5215.448730
	Iteration 29Q: 3 clusters Score -5130940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5130940.000000 Penalty: 5215.448730
	Iteration 30F: 3 clusters Score -5130940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -129234.984375 Penalty: 1713.618774
	Iteration 0F: 2 clusters Score -129235 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 529 members 
Entering Unmasked Estep 
Score: -127300.179688 Penalty: 3427.237549
	Iteration 0F: 3 clusters Score -127300.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -127561.539062 Penalty: 3427.237549
	Iteration 1F: 3 clusters Score -127561.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -127665.242188 Penalty: 3427.237549
	Iteration 2Q: 3 clusters Score -127665.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -127730.039062 Penalty: 3427.237549
	Iteration 3Q: 3 clusters Score -127730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -127781.101562 Penalty: 3427.237549
	Iteration 4Q: 3 clusters Score -127781.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -127826.359375 Penalty: 3427.237549
	Iteration 5Q: 3 clusters Score -127826.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -127862.335938 Penalty: 3427.237549
	Iteration 6Q: 3 clusters Score -127862.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -127920.367188 Penalty: 3427.237549
	Iteration 7Q: 3 clusters Score -127920.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -128000.992188 Penalty: 3427.237549
	Iteration 8Q: 3 clusters Score -128001 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -128100.054688 Penalty: 3427.237549
	Iteration 9Q: 3 clusters Score -128100.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -128202.406250 Penalty: 3427.237549
	Iteration 10Q: 3 clusters Score -128202.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -128304.593750 Penalty: 3427.237549
	Iteration 11Q: 3 clusters Score -128304.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -128386.414062 Penalty: 3427.237549
	Iteration 12Q: 3 clusters Score -128386.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -128523.921875 Penalty: 3427.237549
	Iteration 13Q: 3 clusters Score -128523.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -128767.031250 Penalty: 3427.237549
	Iteration 14Q: 3 clusters Score -128767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -128882.125000 Penalty: 3427.237549
	Iteration 15Q: 3 clusters Score -128882.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -128891.304688 Penalty: 3427.237549
	Iteration 16Q: 3 clusters Score -128891.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -128892.421875 Penalty: 3427.237549
	Iteration 17Q: 3 clusters Score -128892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -128895.156250 Penalty: 3427.237549
	Iteration 18Q: 3 clusters Score -128895.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -128895.156250 Penalty: 3427.237549
	Iteration 19F: 3 clusters Score -128895.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Entering Unmasked Estep 
Score: -200974.218750 Penalty: 1827.817261
	Iteration 0F: 2 clusters Score -200974.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -198622.046875 Penalty: 3655.634521
	Iteration 0F: 3 clusters Score -198622 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -199077.515625 Penalty: 3655.634521
	Iteration 1F: 3 clusters Score -199077.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -199315.921875 Penalty: 3655.634521
	Iteration 2F: 3 clusters Score -199315.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -199716.140625 Penalty: 3655.634521
	Iteration 3F: 3 clusters Score -199716.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -199887.343750 Penalty: 3655.634521
	Iteration 4F: 3 clusters Score -199887.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -200020.390625 Penalty: 3655.634521
	Iteration 5F: 3 clusters Score -200020.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -200139.359375 Penalty: 3655.634521
	Iteration 6Q: 3 clusters Score -200139.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -200310.859375 Penalty: 3655.634521
	Iteration 7Q: 3 clusters Score -200310.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -200644.890625 Penalty: 3655.634521
	Iteration 8Q: 3 clusters Score -200644.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -200932.093750 Penalty: 3655.634521
	Iteration 9Q: 3 clusters Score -200932.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -201156.781250 Penalty: 3655.634521
	Iteration 10Q: 3 clusters Score -201156.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -201373.968750 Penalty: 3655.634521
	Iteration 11Q: 3 clusters Score -201374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -201593.515625 Penalty: 3655.634521
	Iteration 12Q: 3 clusters Score -201593.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -201606.562500 Penalty: 3655.634521
	Iteration 13Q: 3 clusters Score -201606.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -201606.562500 Penalty: 3655.634521
	Iteration 14F: 3 clusters Score -201606.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 172323 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57152 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13299 members 
Mstep: Class 7 contains 201232 members 
Mstep: Class 8 contains 66789 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36865 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 794 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 14 contains 794 members 
Mstep: Class 16 contains 179105 members 
Mstep: Class 17 contains 30531 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15979 members 
Entering Unmasked Estep 
Score: -116075856.000000 Penalty: 60989.933594
Splitting cluster 12 changes total score from -116076584.000000 to -116075856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -70581.007812 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -70581.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69059.882812 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -69059.88 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69292.914062 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -69292.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69377.062500 Penalty: 3154.348633
	Iteration 2F: 3 clusters Score -69377.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69410.843750 Penalty: 3154.348633
	Iteration 3Q: 3 clusters Score -69410.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69431.812500 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -69431.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -69443.914062 Penalty: 3154.348633
	Iteration 5Q: 3 clusters Score -69443.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -69458.656250 Penalty: 3154.348633
	Iteration 6Q: 3 clusters Score -69458.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69469.953125 Penalty: 3154.348633
	Iteration 7Q: 3 clusters Score -69469.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -69475.562500 Penalty: 3154.348633
	Iteration 8Q: 3 clusters Score -69475.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69480.992188 Penalty: 3154.348633
	Iteration 9Q: 3 clusters Score -69480.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69480.992188 Penalty: 3154.348633
	Iteration 10F: 3 clusters Score -69480.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (179105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179105 members 
Entering Unmasked Estep 
Score: -24631632.000000 Penalty: 2999.740479
	Iteration 0F: 2 clusters Score -2.463163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89621 members 
Mstep: Class 2 contains 89484 members 
Entering Unmasked Estep 
Score: -24517498.000000 Penalty: 5999.480957
	Iteration 0F: 3 clusters Score -2.45175e+07 nChanged 86042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89185 members 
Mstep: Class 2 contains 89920 members 
Entering Unmasked Estep 
Score: -24567866.000000 Penalty: 5999.480957
	Iteration 1F: 3 clusters Score -2.456787e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88591 members 
Mstep: Class 2 contains 90514 members 
Entering Unmasked Estep 
Score: -24569216.000000 Penalty: 5999.480957
	Iteration 2Q: 3 clusters Score -2.456922e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87729 members 
Mstep: Class 2 contains 91376 members 
Entering Unmasked Estep 
Score: -24570662.000000 Penalty: 5999.480957
	Iteration 3Q: 3 clusters Score -2.457066e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86610 members 
Mstep: Class 2 contains 92495 members 
Entering Unmasked Estep 
Score: -24572414.000000 Penalty: 5999.480957
	Iteration 4Q: 3 clusters Score -2.457241e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85135 members 
Mstep: Class 2 contains 93970 members 
Entering Unmasked Estep 
Score: -24575074.000000 Penalty: 5999.480957
	Iteration 5Q: 3 clusters Score -2.457507e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83246 members 
Mstep: Class 2 contains 95859 members 
Entering Unmasked Estep 
Score: -24578460.000000 Penalty: 5999.480957
	Iteration 6Q: 3 clusters Score -2.457846e+07 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80939 members 
Mstep: Class 2 contains 98166 members 
Entering Unmasked Estep 
Score: -24582950.000000 Penalty: 5999.480957
	Iteration 7Q: 3 clusters Score -2.458295e+07 nChanged 10026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78235 members 
Mstep: Class 2 contains 100870 members 
Entering Unmasked Estep 
Score: -24589370.000000 Penalty: 5999.480957
	Iteration 8F: 3 clusters Score -2.458937e+07 nChanged 10592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 103468 members 
Entering Unmasked Estep 
Score: -24597154.000000 Penalty: 5999.480957
	Iteration 9F: 3 clusters Score -2.459715e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73382 members 
Mstep: Class 2 contains 105723 members 
Entering Unmasked Estep 
Score: -24603728.000000 Penalty: 5999.480957
	Iteration 10F: 3 clusters Score -2.460373e+07 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71517 members 
Mstep: Class 2 contains 107588 members 
Entering Unmasked Estep 
Score: -24606680.000000 Penalty: 5999.480957
	Iteration 11Q: 3 clusters Score -2.460668e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69778 members 
Mstep: Class 2 contains 109327 members 
Entering Unmasked Estep 
Score: -24607862.000000 Penalty: 5999.480957
	Iteration 12Q: 3 clusters Score -2.460786e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68068 members 
Mstep: Class 2 contains 111037 members 
Entering Unmasked Estep 
Score: -24608442.000000 Penalty: 5999.480957
	Iteration 13Q: 3 clusters Score -2.460844e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66246 members 
Mstep: Class 2 contains 112859 members 
Entering Unmasked Estep 
Score: -24608962.000000 Penalty: 5999.480957
	Iteration 14Q: 3 clusters Score -2.460896e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 114725 members 
Entering Unmasked Estep 
Score: -24609538.000000 Penalty: 5999.480957
	Iteration 15Q: 3 clusters Score -2.460954e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Mstep: Class 2 contains 116705 members 
Entering Unmasked Estep 
Score: -24610134.000000 Penalty: 5999.480957
	Iteration 16Q: 3 clusters Score -2.461013e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 118823 members 
Entering Unmasked Estep 
Score: -24610744.000000 Penalty: 5999.480957
	Iteration 17Q: 3 clusters Score -2.461074e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 121098 members 
Entering Unmasked Estep 
Score: -24611424.000000 Penalty: 5999.480957
	Iteration 18Q: 3 clusters Score -2.461142e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55603 members 
Mstep: Class 2 contains 123502 members 
Entering Unmasked Estep 
Score: -24612052.000000 Penalty: 5999.480957
	Iteration 19Q: 3 clusters Score -2.461205e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 126051 members 
Entering Unmasked Estep 
Score: -24612728.000000 Penalty: 5999.480957
	Iteration 20F: 3 clusters Score -2.461273e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 128752 members 
Entering Unmasked Estep 
Score: -24613558.000000 Penalty: 5999.480957
	Iteration 21Q: 3 clusters Score -2.461356e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 131586 members 
Entering Unmasked Estep 
Score: -24614596.000000 Penalty: 5999.480957
	Iteration 22Q: 3 clusters Score -2.46146e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 134473 members 
Entering Unmasked Estep 
Score: -24615714.000000 Penalty: 5999.480957
	Iteration 23Q: 3 clusters Score -2.461571e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 137556 members 
Entering Unmasked Estep 
Score: -24616774.000000 Penalty: 5999.480957
	Iteration 24Q: 3 clusters Score -2.461677e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 140861 members 
Entering Unmasked Estep 
Score: -24617976.000000 Penalty: 5999.480957
	Iteration 25Q: 3 clusters Score -2.461798e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 144348 members 
Entering Unmasked Estep 
Score: -24619246.000000 Penalty: 5999.480957
	Iteration 26Q: 3 clusters Score -2.461925e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 147816 members 
Entering Unmasked Estep 
Score: -24620592.000000 Penalty: 5999.480957
	Iteration 27Q: 3 clusters Score -2.462059e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 151313 members 
Entering Unmasked Estep 
Score: -24621746.000000 Penalty: 5999.480957
	Iteration 28Q: 3 clusters Score -2.462175e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 154780 members 
Entering Unmasked Estep 
Score: -24623008.000000 Penalty: 5999.480957
	Iteration 29Q: 3 clusters Score -2.462301e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 158174 members 
Entering Unmasked Estep 
Score: -24624098.000000 Penalty: 5999.480957
	Iteration 30Q: 3 clusters Score -2.46241e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 161316 members 
Entering Unmasked Estep 
Score: -24625208.000000 Penalty: 5999.480957
	Iteration 31Q: 3 clusters Score -2.462521e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 164224 members 
Entering Unmasked Estep 
Score: -24626228.000000 Penalty: 5999.480957
	Iteration 32Q: 3 clusters Score -2.462623e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 166817 members 
Entering Unmasked Estep 
Score: -24626826.000000 Penalty: 5999.480957
	Iteration 33Q: 3 clusters Score -2.462683e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 169102 members 
Entering Unmasked Estep 
Score: -24627440.000000 Penalty: 5999.480957
	Iteration 34Q: 3 clusters Score -2.462744e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 171084 members 
Entering Unmasked Estep 
Score: -24627876.000000 Penalty: 5999.480957
	Iteration 35Q: 3 clusters Score -2.462788e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 172634 members 
Entering Unmasked Estep 
Score: -24628342.000000 Penalty: 5999.480957
	Iteration 36Q: 3 clusters Score -2.462834e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 173850 members 
Entering Unmasked Estep 
Score: -24628652.000000 Penalty: 5999.480957
	Iteration 37Q: 3 clusters Score -2.462865e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 174730 members 
Entering Unmasked Estep 
Score: -24628776.000000 Penalty: 5999.480957
	Iteration 38Q: 3 clusters Score -2.462878e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 175389 members 
Entering Unmasked Estep 
Score: -24628934.000000 Penalty: 5999.480957
	Iteration 39Q: 3 clusters Score -2.462893e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 175903 members 
Entering Unmasked Estep 
Score: -24629196.000000 Penalty: 5999.480957
	Iteration 40F: 3 clusters Score -2.46292e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 176485 members 
Entering Unmasked Estep 
Score: -24629324.000000 Penalty: 5999.480957
	Iteration 41Q: 3 clusters Score -2.462932e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 176882 members 
Entering Unmasked Estep 
Score: -24629472.000000 Penalty: 5999.480957
	Iteration 42Q: 3 clusters Score -2.462947e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 177185 members 
Entering Unmasked Estep 
Score: -24629484.000000 Penalty: 5999.480957
	Iteration 43Q: 3 clusters Score -2.462948e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 177435 members 
Entering Unmasked Estep 
Score: -24629572.000000 Penalty: 5999.480957
	Iteration 44Q: 3 clusters Score -2.462957e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 177587 members 
Entering Unmasked Estep 
Score: -24629632.000000 Penalty: 5999.480957
	Iteration 45Q: 3 clusters Score -2.462963e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 177714 members 
Entering Unmasked Estep 
Score: -24629634.000000 Penalty: 5999.480957
	Iteration 46Q: 3 clusters Score -2.462963e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 177801 members 
Entering Unmasked Estep 
Score: -24629728.000000 Penalty: 5999.480957
	Iteration 47Q: 3 clusters Score -2.462973e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 177888 members 
Entering Unmasked Estep 
Score: -24629732.000000 Penalty: 5999.480957
	Iteration 48Q: 3 clusters Score -2.462973e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 177949 members 
Entering Unmasked Estep 
Score: -24629734.000000 Penalty: 5999.480957
	Iteration 49Q: 3 clusters Score -2.462973e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 177998 members 
Entering Unmasked Estep 
Score: -24629764.000000 Penalty: 5999.480957
	Iteration 50Q: 3 clusters Score -2.462976e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 178034 members 
Entering Unmasked Estep 
Score: -24629754.000000 Penalty: 5999.480957
	Iteration 51Q: 3 clusters Score -2.462975e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 178057 members 
Entering Unmasked Estep 
Score: -24629784.000000 Penalty: 5999.480957
	Iteration 52Q: 3 clusters Score -2.462978e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 178077 members 
Entering Unmasked Estep 
Score: -24629788.000000 Penalty: 5999.480957
	Iteration 53Q: 3 clusters Score -2.462979e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 178089 members 
Entering Unmasked Estep 
Score: -24629790.000000 Penalty: 5999.480957
	Iteration 54Q: 3 clusters Score -2.462979e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 178102 members 
Entering Unmasked Estep 
Score: -24629774.000000 Penalty: 5999.480957
	Iteration 55Q: 3 clusters Score -2.462977e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 178123 members 
Entering Unmasked Estep 
Score: -24629818.000000 Penalty: 5999.480957
	Iteration 56Q: 3 clusters Score -2.462982e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 178138 members 
Entering Unmasked Estep 
Score: -24629818.000000 Penalty: 5999.480957
	Iteration 57Q: 3 clusters Score -2.462982e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 178149 members 
Entering Unmasked Estep 
Score: -24629818.000000 Penalty: 5999.480957
	Iteration 58Q: 3 clusters Score -2.462982e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 178157 members 
Entering Unmasked Estep 
Score: -24629820.000000 Penalty: 5999.480957
	Iteration 59Q: 3 clusters Score -2.462982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 178156 members 
Entering Unmasked Estep 
Score: -24629832.000000 Penalty: 5999.480957
	Iteration 60F: 3 clusters Score -2.462983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 178159 members 
Entering Unmasked Estep 
Score: -24629832.000000 Penalty: 5999.480957
	Iteration 61Q: 3 clusters Score -2.462983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 178163 members 
Entering Unmasked Estep 
Score: -24629838.000000 Penalty: 5999.480957
	Iteration 62Q: 3 clusters Score -2.462984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 178165 members 
Entering Unmasked Estep 
Score: -24629828.000000 Penalty: 5999.480957
	Iteration 63Q: 3 clusters Score -2.462983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 178167 members 
Entering Unmasked Estep 
Score: -24629820.000000 Penalty: 5999.480957
	Iteration 64Q: 3 clusters Score -2.462982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 178167 members 
Entering Unmasked Estep 
Score: -24629828.000000 Penalty: 5999.480957
	Iteration 65Q: 3 clusters Score -2.462983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 178168 members 
Entering Unmasked Estep 
Score: -24629822.000000 Penalty: 5999.480957
	Iteration 66Q: 3 clusters Score -2.462982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 178170 members 
Entering Unmasked Estep 
Score: -24629830.000000 Penalty: 5999.480957
	Iteration 67Q: 3 clusters Score -2.462983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 178171 members 
Entering Unmasked Estep 
Score: -24629824.000000 Penalty: 5999.480957
	Iteration 68Q: 3 clusters Score -2.462982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 178171 members 
Entering Unmasked Estep 
Score: -24629826.000000 Penalty: 5999.480957
	Iteration 69Q: 3 clusters Score -2.462983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 178171 members 
Entering Unmasked Estep 
Score: -24629826.000000 Penalty: 5999.480957
	Iteration 70F: 3 clusters Score -2.462983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Entering Unmasked Estep 
Score: -4263295.500000 Penalty: 2560.971436
	Iteration 0F: 2 clusters Score -4263296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -4242304.000000 Penalty: 5121.942871
	Iteration 0F: 3 clusters Score -4242304 nChanged 13715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -4249783.000000 Penalty: 5121.942871
	Iteration 1F: 3 clusters Score -4249783 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -4250223.000000 Penalty: 5121.942871
	Iteration 2Q: 3 clusters Score -4250223 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -4250732.000000 Penalty: 5121.942871
	Iteration 3Q: 3 clusters Score -4250732 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -4251435.000000 Penalty: 5121.942871
	Iteration 4Q: 3 clusters Score -4251435 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -4252491.000000 Penalty: 5121.942871
	Iteration 5F: 3 clusters Score -4252491 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -4254157.500000 Penalty: 5121.942871
	Iteration 6F: 3 clusters Score -4254158 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -4256345.000000 Penalty: 5121.942871
	Iteration 7F: 3 clusters Score -4256345 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -4258515.000000 Penalty: 5121.942871
	Iteration 8F: 3 clusters Score -4258515 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4259974.500000 Penalty: 5121.942871
	Iteration 9Q: 3 clusters Score -4259974 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4260595.000000 Penalty: 5121.942871
	Iteration 10Q: 3 clusters Score -4260595 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4260888.500000 Penalty: 5121.942871
	Iteration 11Q: 3 clusters Score -4260888 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4260989.500000 Penalty: 5121.942871
	Iteration 12Q: 3 clusters Score -4260990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4261037.000000 Penalty: 5121.942871
	Iteration 13Q: 3 clusters Score -4261037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4261068.000000 Penalty: 5121.942871
	Iteration 14Q: 3 clusters Score -4261068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4261069.500000 Penalty: 5121.942871
	Iteration 15Q: 3 clusters Score -4261070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4261090.500000 Penalty: 5121.942871
	Iteration 16Q: 3 clusters Score -4261090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4261101.000000 Penalty: 5121.942871
	Iteration 17Q: 3 clusters Score -4261101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4261113.500000 Penalty: 5121.942871
	Iteration 18Q: 3 clusters Score -4261114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4261116.000000 Penalty: 5121.942871
	Iteration 19Q: 3 clusters Score -4261116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4261119.000000 Penalty: 5121.942871
	Iteration 20F: 3 clusters Score -4261119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4261119.500000 Penalty: 5121.942871
	Iteration 21Q: 3 clusters Score -4261120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4261124.000000 Penalty: 5121.942871
	Iteration 22Q: 3 clusters Score -4261124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4261126.500000 Penalty: 5121.942871
	Iteration 23Q: 3 clusters Score -4261126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4261127.000000 Penalty: 5121.942871
	Iteration 24Q: 3 clusters Score -4261127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4261127.000000 Penalty: 5121.942871
	Iteration 25F: 3 clusters Score -4261127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -62847.503906 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -62847.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61399.765625 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -61399.77 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61893.136719 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -61893.14 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -62121.292969 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -62121.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -62257.320312 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -62257.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -62294.796875 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -62294.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -62338.242188 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -62338.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -62349.835938 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -62349.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -62349.835938 Penalty: 3120.618408
	Iteration 7F: 3 clusters Score -62349.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Entering Unmasked Estep 
Score: -2231171.500000 Penalty: 2400.399658
	Iteration 0F: 2 clusters Score -2231172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2219555.750000 Penalty: 4800.799316
	Iteration 0F: 3 clusters Score -2219556 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2223194.000000 Penalty: 4800.799316
	Iteration 1F: 3 clusters Score -2223194 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2223566.250000 Penalty: 4800.799316
	Iteration 2F: 3 clusters Score -2223566 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2223830.000000 Penalty: 4800.799316
	Iteration 3Q: 3 clusters Score -2223830 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2224027.000000 Penalty: 4800.799316
	Iteration 4Q: 3 clusters Score -2224027 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2224206.750000 Penalty: 4800.799316
	Iteration 5Q: 3 clusters Score -2224207 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2224361.250000 Penalty: 4800.799316
	Iteration 6Q: 3 clusters Score -2224361 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2224490.000000 Penalty: 4800.799316
	Iteration 7Q: 3 clusters Score -2224490 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2224616.750000 Penalty: 4800.799316
	Iteration 8Q: 3 clusters Score -2224617 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2224732.250000 Penalty: 4800.799316
	Iteration 9Q: 3 clusters Score -2224732 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2224877.000000 Penalty: 4800.799316
	Iteration 10Q: 3 clusters Score -2224877 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2225028.750000 Penalty: 4800.799316
	Iteration 11Q: 3 clusters Score -2225029 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2225194.500000 Penalty: 4800.799316
	Iteration 12Q: 3 clusters Score -2225194 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2225421.250000 Penalty: 4800.799316
	Iteration 13Q: 3 clusters Score -2225421 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2225695.000000 Penalty: 4800.799316
	Iteration 14Q: 3 clusters Score -2225695 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2226018.750000 Penalty: 4800.799316
	Iteration 15Q: 3 clusters Score -2226019 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2226365.000000 Penalty: 4800.799316
	Iteration 16Q: 3 clusters Score -2226365 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2226674.000000 Penalty: 4800.799316
	Iteration 17Q: 3 clusters Score -2226674 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2226904.750000 Penalty: 4800.799316
	Iteration 18Q: 3 clusters Score -2226905 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2227056.750000 Penalty: 4800.799316
	Iteration 19Q: 3 clusters Score -2227057 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2227163.000000 Penalty: 4800.799316
	Iteration 20F: 3 clusters Score -2227163 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2227248.500000 Penalty: 4800.799316
	Iteration 21Q: 3 clusters Score -2227248 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2227312.750000 Penalty: 4800.799316
	Iteration 22Q: 3 clusters Score -2227313 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2227367.000000 Penalty: 4800.799316
	Iteration 23Q: 3 clusters Score -2227367 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2227430.500000 Penalty: 4800.799316
	Iteration 24Q: 3 clusters Score -2227430 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2227497.000000 Penalty: 4800.799316
	Iteration 25Q: 3 clusters Score -2227497 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2227544.000000 Penalty: 4800.799316
	Iteration 26Q: 3 clusters Score -2227544 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2227591.750000 Penalty: 4800.799316
	Iteration 27Q: 3 clusters Score -2227592 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2227657.500000 Penalty: 4800.799316
	Iteration 28Q: 3 clusters Score -2227658 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2227701.250000 Penalty: 4800.799316
	Iteration 29Q: 3 clusters Score -2227701 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2227777.500000 Penalty: 4800.799316
	Iteration 30Q: 3 clusters Score -2227778 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2227836.500000 Penalty: 4800.799316
	Iteration 31Q: 3 clusters Score -2227836 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2227912.500000 Penalty: 4800.799316
	Iteration 32Q: 3 clusters Score -2227912 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2227962.250000 Penalty: 4800.799316
	Iteration 33Q: 3 clusters Score -2227962 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2228021.500000 Penalty: 4800.799316
	Iteration 34Q: 3 clusters Score -2228022 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2228087.750000 Penalty: 4800.799316
	Iteration 35Q: 3 clusters Score -2228088 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2228131.750000 Penalty: 4800.799316
	Iteration 36Q: 3 clusters Score -2228132 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2228180.500000 Penalty: 4800.799316
	Iteration 37Q: 3 clusters Score -2228180 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2228222.750000 Penalty: 4800.799316
	Iteration 38Q: 3 clusters Score -2228223 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2228256.750000 Penalty: 4800.799316
	Iteration 39Q: 3 clusters Score -2228257 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2228309.500000 Penalty: 4800.799316
	Iteration 40F: 3 clusters Score -2228310 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2228350.500000 Penalty: 4800.799316
	Iteration 41Q: 3 clusters Score -2228350 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2228385.750000 Penalty: 4800.799316
	Iteration 42Q: 3 clusters Score -2228386 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2228419.250000 Penalty: 4800.799316
	Iteration 43Q: 3 clusters Score -2228419 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2228461.000000 Penalty: 4800.799316
	Iteration 44Q: 3 clusters Score -2228461 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2228502.250000 Penalty: 4800.799316
	Iteration 45Q: 3 clusters Score -2228502 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2228548.000000 Penalty: 4800.799316
	Iteration 46Q: 3 clusters Score -2228548 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2228581.250000 Penalty: 4800.799316
	Iteration 47Q: 3 clusters Score -2228581 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2228618.750000 Penalty: 4800.799316
	Iteration 48Q: 3 clusters Score -2228619 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2228655.500000 Penalty: 4800.799316
	Iteration 49Q: 3 clusters Score -2228656 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2228686.750000 Penalty: 4800.799316
	Iteration 50Q: 3 clusters Score -2228687 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2228705.750000 Penalty: 4800.799316
	Iteration 51Q: 3 clusters Score -2228706 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2228733.250000 Penalty: 4800.799316
	Iteration 52Q: 3 clusters Score -2228733 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2228754.000000 Penalty: 4800.799316
	Iteration 53Q: 3 clusters Score -2228754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2228786.250000 Penalty: 4800.799316
	Iteration 54Q: 3 clusters Score -2228786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2228800.500000 Penalty: 4800.799316
	Iteration 55Q: 3 clusters Score -2228800 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2228827.250000 Penalty: 4800.799316
	Iteration 56Q: 3 clusters Score -2228827 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2228852.000000 Penalty: 4800.799316
	Iteration 57Q: 3 clusters Score -2228852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2228871.750000 Penalty: 4800.799316
	Iteration 58Q: 3 clusters Score -2228872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2228879.750000 Penalty: 4800.799316
	Iteration 59Q: 3 clusters Score -2228880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2228889.500000 Penalty: 4800.799316
	Iteration 60F: 3 clusters Score -2228890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2228902.750000 Penalty: 4800.799316
	Iteration 61Q: 3 clusters Score -2228903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2228909.500000 Penalty: 4800.799316
	Iteration 62Q: 3 clusters Score -2228910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2228917.750000 Penalty: 4800.799316
	Iteration 63Q: 3 clusters Score -2228918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2228919.500000 Penalty: 4800.799316
	Iteration 64Q: 3 clusters Score -2228920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2228922.000000 Penalty: 4800.799316
	Iteration 65Q: 3 clusters Score -2228922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2228928.000000 Penalty: 4800.799316
	Iteration 66Q: 3 clusters Score -2228928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2228933.500000 Penalty: 4800.799316
	Iteration 67Q: 3 clusters Score -2228934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2228943.500000 Penalty: 4800.799316
	Iteration 68Q: 3 clusters Score -2228944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2228946.750000 Penalty: 4800.799316
	Iteration 69Q: 3 clusters Score -2228947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2228951.000000 Penalty: 4800.799316
	Iteration 70Q: 3 clusters Score -2228951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2228954.000000 Penalty: 4800.799316
	Iteration 71Q: 3 clusters Score -2228954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2228958.000000 Penalty: 4800.799316
	Iteration 72Q: 3 clusters Score -2228958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2228961.000000 Penalty: 4800.799316
	Iteration 73Q: 3 clusters Score -2228961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2228965.250000 Penalty: 4800.799316
	Iteration 74Q: 3 clusters Score -2228965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2228975.000000 Penalty: 4800.799316
	Iteration 75Q: 3 clusters Score -2228975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2228977.750000 Penalty: 4800.799316
	Iteration 76Q: 3 clusters Score -2228978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2228980.000000 Penalty: 4800.799316
	Iteration 77Q: 3 clusters Score -2228980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2228985.000000 Penalty: 4800.799316
	Iteration 78Q: 3 clusters Score -2228985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2228987.750000 Penalty: 4800.799316
	Iteration 79Q: 3 clusters Score -2228988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2228993.750000 Penalty: 4800.799316
	Iteration 80F: 3 clusters Score -2228994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2228996.500000 Penalty: 4800.799316
	Iteration 81Q: 3 clusters Score -2228996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2229001.750000 Penalty: 4800.799316
	Iteration 82Q: 3 clusters Score -2229002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2229005.500000 Penalty: 4800.799316
	Iteration 83Q: 3 clusters Score -2229006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2229009.750000 Penalty: 4800.799316
	Iteration 84Q: 3 clusters Score -2229010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2229009.750000 Penalty: 4800.799316
	Iteration 85Q: 3 clusters Score -2229010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2229011.000000 Penalty: 4800.799316
	Iteration 86Q: 3 clusters Score -2229011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2229013.750000 Penalty: 4800.799316
	Iteration 87Q: 3 clusters Score -2229014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2229014.750000 Penalty: 4800.799316
	Iteration 88Q: 3 clusters Score -2229015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2229017.750000 Penalty: 4800.799316
	Iteration 89Q: 3 clusters Score -2229018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2229023.000000 Penalty: 4800.799316
	Iteration 90Q: 3 clusters Score -2229023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2229023.500000 Penalty: 4800.799316
	Iteration 91Q: 3 clusters Score -2229024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2229026.500000 Penalty: 4800.799316
	Iteration 92Q: 3 clusters Score -2229026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2229027.250000 Penalty: 4800.799316
	Iteration 93Q: 3 clusters Score -2229027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2229027.250000 Penalty: 4800.799316
	Iteration 94Q: 3 clusters Score -2229027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2229027.250000 Penalty: 4800.799316
	Iteration 95F: 3 clusters Score -2229027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 172323 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57152 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13299 members 
Mstep: Class 7 contains 201232 members 
Mstep: Class 8 contains 66789 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36865 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179105 members 
Mstep: Class 17 contains 30531 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076656.000000 Penalty: 57601.605469
Iteration 399Q: 18 clusters Score -1.160767e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 172324 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57150 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13300 members 
Mstep: Class 7 contains 201236 members 
Mstep: Class 8 contains 66790 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36868 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179097 members 
Mstep: Class 17 contains 30531 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076672.000000 Penalty: 57601.605469
Iteration 400F: 18 clusters Score -1.160767e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 172323 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57148 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13300 members 
Mstep: Class 7 contains 201237 members 
Mstep: Class 8 contains 66791 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36869 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179098 members 
Mstep: Class 17 contains 30531 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076616.000000 Penalty: 57601.605469
Iteration 401Q: 18 clusters Score -1.160766e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 172319 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57148 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13300 members 
Mstep: Class 7 contains 201231 members 
Mstep: Class 8 contains 66793 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36871 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179101 members 
Mstep: Class 17 contains 30531 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076664.000000 Penalty: 57601.605469
Iteration 402Q: 18 clusters Score -1.160767e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 172320 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57146 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13301 members 
Mstep: Class 7 contains 201220 members 
Mstep: Class 8 contains 66795 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36871 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179107 members 
Mstep: Class 17 contains 30532 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076640.000000 Penalty: 57601.605469
Iteration 403Q: 18 clusters Score -1.160766e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 172320 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57146 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13302 members 
Mstep: Class 7 contains 201214 members 
Mstep: Class 8 contains 66793 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179109 members 
Mstep: Class 17 contains 30532 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076672.000000 Penalty: 57601.605469
Iteration 404Q: 18 clusters Score -1.160767e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51700 members 
Mstep: Class 2 contains 172322 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57146 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13303 members 
Mstep: Class 7 contains 201208 members 
Mstep: Class 8 contains 66794 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179111 members 
Mstep: Class 17 contains 30532 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076640.000000 Penalty: 57601.605469
Iteration 405Q: 18 clusters Score -1.160766e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 172329 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57146 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13303 members 
Mstep: Class 7 contains 201195 members 
Mstep: Class 8 contains 66793 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36872 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179124 members 
Mstep: Class 17 contains 30532 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076592.000000 Penalty: 57601.605469
Iteration 406Q: 18 clusters Score -1.160766e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 172331 members 
Mstep: Class 3 contains 20726 members 
Mstep: Class 4 contains 57145 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13303 members 
Mstep: Class 7 contains 201189 members 
Mstep: Class 8 contains 66793 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36870 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179131 members 
Mstep: Class 17 contains 30532 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076624.000000 Penalty: 57601.605469
Iteration 407Q: 18 clusters Score -1.160766e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 172334 members 
Mstep: Class 3 contains 20728 members 
Mstep: Class 4 contains 57143 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13303 members 
Mstep: Class 7 contains 201178 members 
Mstep: Class 8 contains 66792 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36870 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179137 members 
Mstep: Class 17 contains 30532 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076536.000000 Penalty: 57601.605469
Iteration 408Q: 18 clusters Score -1.160765e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 172337 members 
Mstep: Class 3 contains 20729 members 
Mstep: Class 4 contains 57144 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13303 members 
Mstep: Class 7 contains 201171 members 
Mstep: Class 8 contains 66791 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36870 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179136 members 
Mstep: Class 17 contains 30532 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076576.000000 Penalty: 57601.605469
Iteration 409Q: 18 clusters Score -1.160766e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 172335 members 
Mstep: Class 3 contains 20729 members 
Mstep: Class 4 contains 57144 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13303 members 
Mstep: Class 7 contains 201171 members 
Mstep: Class 8 contains 66790 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36872 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179138 members 
Mstep: Class 17 contains 30532 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076584.000000 Penalty: 57601.605469
Iteration 410Q: 18 clusters Score -1.160766e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 172338 members 
Mstep: Class 3 contains 20729 members 
Mstep: Class 4 contains 57145 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13303 members 
Mstep: Class 7 contains 201169 members 
Mstep: Class 8 contains 66789 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36876 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179137 members 
Mstep: Class 17 contains 30530 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076600.000000 Penalty: 57601.605469
Iteration 411Q: 18 clusters Score -1.160766e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 172338 members 
Mstep: Class 3 contains 20731 members 
Mstep: Class 4 contains 57145 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13304 members 
Mstep: Class 7 contains 201162 members 
Mstep: Class 8 contains 66787 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36876 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179146 members 
Mstep: Class 17 contains 30528 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076640.000000 Penalty: 57601.605469
Iteration 412Q: 18 clusters Score -1.160766e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 172339 members 
Mstep: Class 3 contains 20730 members 
Mstep: Class 4 contains 57144 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13304 members 
Mstep: Class 7 contains 201164 members 
Mstep: Class 8 contains 66785 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36877 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179149 members 
Mstep: Class 17 contains 30526 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076648.000000 Penalty: 57601.605469
Iteration 413Q: 18 clusters Score -1.160766e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 172341 members 
Mstep: Class 3 contains 20729 members 
Mstep: Class 4 contains 57143 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13304 members 
Mstep: Class 7 contains 201165 members 
Mstep: Class 8 contains 66787 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36876 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179146 members 
Mstep: Class 17 contains 30527 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076632.000000 Penalty: 57601.605469
Iteration 414Q: 18 clusters Score -1.160766e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 172341 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57141 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13304 members 
Mstep: Class 7 contains 201170 members 
Mstep: Class 8 contains 66790 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36876 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179145 members 
Mstep: Class 17 contains 30528 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076584.000000 Penalty: 57601.605469
Iteration 415Q: 18 clusters Score -1.160766e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 172339 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57140 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13303 members 
Mstep: Class 7 contains 201176 members 
Mstep: Class 8 contains 66791 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36877 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179142 members 
Mstep: Class 17 contains 30529 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076592.000000 Penalty: 57601.605469
Iteration 416Q: 18 clusters Score -1.160766e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 172343 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57140 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13302 members 
Mstep: Class 7 contains 201179 members 
Mstep: Class 8 contains 66791 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36877 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179140 members 
Mstep: Class 17 contains 30528 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076624.000000 Penalty: 57601.605469
Iteration 417Q: 18 clusters Score -1.160766e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 172345 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57139 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13303 members 
Mstep: Class 7 contains 201181 members 
Mstep: Class 8 contains 66791 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36877 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179138 members 
Mstep: Class 17 contains 30528 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076600.000000 Penalty: 57601.605469
Iteration 418Q: 18 clusters Score -1.160766e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 172354 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57138 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13303 members 
Mstep: Class 7 contains 201176 members 
Mstep: Class 8 contains 66791 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36877 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179137 members 
Mstep: Class 17 contains 30527 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076672.000000 Penalty: 57601.605469
Iteration 419Q: 18 clusters Score -1.160767e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 172355 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57138 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13304 members 
Mstep: Class 7 contains 201171 members 
Mstep: Class 8 contains 66791 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36877 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179142 members 
Mstep: Class 17 contains 30526 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076648.000000 Penalty: 57601.605469
Iteration 420F: 18 clusters Score -1.160766e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 172353 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57138 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13304 members 
Mstep: Class 7 contains 201167 members 
Mstep: Class 8 contains 66792 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36877 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179144 members 
Mstep: Class 17 contains 30526 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076736.000000 Penalty: 57601.605469
Iteration 421Q: 18 clusters Score -1.160767e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 172353 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57138 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13304 members 
Mstep: Class 7 contains 201164 members 
Mstep: Class 8 contains 66793 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36877 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179146 members 
Mstep: Class 17 contains 30527 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076696.000000 Penalty: 57601.605469
Iteration 422Q: 18 clusters Score -1.160767e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 172354 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57137 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13304 members 
Mstep: Class 7 contains 201161 members 
Mstep: Class 8 contains 66794 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36877 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179147 members 
Mstep: Class 17 contains 30527 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076704.000000 Penalty: 57601.605469
Iteration 423Q: 18 clusters Score -1.160767e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 172359 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57137 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13306 members 
Mstep: Class 7 contains 201157 members 
Mstep: Class 8 contains 66794 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36876 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179146 members 
Mstep: Class 17 contains 30527 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076712.000000 Penalty: 57601.605469
Iteration 424Q: 18 clusters Score -1.160767e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 172362 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57137 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13305 members 
Mstep: Class 7 contains 201159 members 
Mstep: Class 8 contains 66794 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36875 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179143 members 
Mstep: Class 17 contains 30528 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076832.000000 Penalty: 57601.605469
Iteration 425Q: 18 clusters Score -1.160768e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 172360 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57137 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13305 members 
Mstep: Class 7 contains 201164 members 
Mstep: Class 8 contains 66793 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36874 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179141 members 
Mstep: Class 17 contains 30528 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076824.000000 Penalty: 57601.605469
Iteration 426Q: 18 clusters Score -1.160768e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 172360 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57136 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13305 members 
Mstep: Class 7 contains 201168 members 
Mstep: Class 8 contains 66793 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36874 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179141 members 
Mstep: Class 17 contains 30527 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076832.000000 Penalty: 57601.605469
Iteration 427Q: 18 clusters Score -1.160768e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 172358 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 57136 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13306 members 
Mstep: Class 7 contains 201167 members 
Mstep: Class 8 contains 66794 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36875 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179142 members 
Mstep: Class 17 contains 30527 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076816.000000 Penalty: 57601.605469
Iteration 428Q: 18 clusters Score -1.160768e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 172359 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 57136 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13306 members 
Mstep: Class 7 contains 201165 members 
Mstep: Class 8 contains 66796 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36875 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179141 members 
Mstep: Class 17 contains 30527 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076768.000000 Penalty: 57601.605469
Iteration 429Q: 18 clusters Score -1.160768e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 172360 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57136 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13306 members 
Mstep: Class 7 contains 201163 members 
Mstep: Class 8 contains 66797 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36875 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179139 members 
Mstep: Class 17 contains 30527 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076768.000000 Penalty: 57601.605469
Iteration 430Q: 18 clusters Score -1.160768e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 172364 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57135 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13306 members 
Mstep: Class 7 contains 201163 members 
Mstep: Class 8 contains 66795 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36875 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179136 members 
Mstep: Class 17 contains 30528 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076776.000000 Penalty: 57601.605469
Iteration 431Q: 18 clusters Score -1.160768e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 172363 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57134 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13306 members 
Mstep: Class 7 contains 201167 members 
Mstep: Class 8 contains 66794 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36875 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179134 members 
Mstep: Class 17 contains 30528 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076736.000000 Penalty: 57601.605469
Iteration 432Q: 18 clusters Score -1.160767e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 172371 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57133 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13306 members 
Mstep: Class 7 contains 201162 members 
Mstep: Class 8 contains 66793 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36874 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179133 members 
Mstep: Class 17 contains 30528 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076744.000000 Penalty: 57601.605469
Iteration 433Q: 18 clusters Score -1.160767e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 172375 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57131 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13307 members 
Mstep: Class 7 contains 201164 members 
Mstep: Class 8 contains 66792 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36874 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179130 members 
Mstep: Class 17 contains 30528 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076832.000000 Penalty: 57601.605469
Iteration 434Q: 18 clusters Score -1.160768e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 172378 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57131 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13309 members 
Mstep: Class 7 contains 201162 members 
Mstep: Class 8 contains 66791 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36874 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179128 members 
Mstep: Class 17 contains 30528 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076832.000000 Penalty: 57601.605469
Iteration 435Q: 18 clusters Score -1.160768e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 172376 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57131 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13311 members 
Mstep: Class 7 contains 201164 members 
Mstep: Class 8 contains 66790 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36874 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179126 members 
Mstep: Class 17 contains 30528 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076832.000000 Penalty: 57601.605469
Iteration 436Q: 18 clusters Score -1.160768e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 172381 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57130 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13311 members 
Mstep: Class 7 contains 201164 members 
Mstep: Class 8 contains 66789 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36874 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179123 members 
Mstep: Class 17 contains 30528 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076792.000000 Penalty: 57601.605469
Iteration 437Q: 18 clusters Score -1.160768e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 172385 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57129 members 
Mstep: Class 5 contains 6620 members 
Mstep: Class 6 contains 13312 members 
Mstep: Class 7 contains 201164 members 
Mstep: Class 8 contains 66788 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36874 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179116 members 
Mstep: Class 17 contains 30529 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076816.000000 Penalty: 57601.605469
Iteration 438Q: 18 clusters Score -1.160768e+08 nChanged 29
Entering ConstructFrom: 
Score: -116076816.000000 Penalty: 57601.605469
Entering ConstructFrom: 
Trying to split cluster 1 (51695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Entering Unmasked Estep 
Score: -7195285.500000 Penalty: 2691.572754
	Iteration 0F: 2 clusters Score -7195286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -7160449.000000 Penalty: 5383.145508
	Iteration 0F: 3 clusters Score -7160449 nChanged 23964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -7174118.500000 Penalty: 5383.145508
	Iteration 1F: 3 clusters Score -7174118 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -7174735.000000 Penalty: 5383.145508
	Iteration 2Q: 3 clusters Score -7174735 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -7175310.000000 Penalty: 5383.145508
	Iteration 3Q: 3 clusters Score -7175310 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -7175983.500000 Penalty: 5383.145508
	Iteration 4Q: 3 clusters Score -7175984 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -7176723.000000 Penalty: 5383.145508
	Iteration 5Q: 3 clusters Score -7176723 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -7177708.000000 Penalty: 5383.145508
	Iteration 6Q: 3 clusters Score -7177708 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -7179116.500000 Penalty: 5383.145508
	Iteration 7F: 3 clusters Score -7179116 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -7180975.000000 Penalty: 5383.145508
	Iteration 8F: 3 clusters Score -7180975 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -7183425.500000 Penalty: 5383.145508
	Iteration 9F: 3 clusters Score -7183426 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -7186208.500000 Penalty: 5383.145508
	Iteration 10F: 3 clusters Score -7186208 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -7188748.000000 Penalty: 5383.145508
	Iteration 11F: 3 clusters Score -7188748 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -7190633.000000 Penalty: 5383.145508
	Iteration 12Q: 3 clusters Score -7190633 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7191754.500000 Penalty: 5383.145508
	Iteration 13Q: 3 clusters Score -7191754 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7192319.500000 Penalty: 5383.145508
	Iteration 14Q: 3 clusters Score -7192320 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7192581.000000 Penalty: 5383.145508
	Iteration 15Q: 3 clusters Score -7192581 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7192719.500000 Penalty: 5383.145508
	Iteration 16Q: 3 clusters Score -7192720 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7192804.000000 Penalty: 5383.145508
	Iteration 17Q: 3 clusters Score -7192804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7192834.500000 Penalty: 5383.145508
	Iteration 18Q: 3 clusters Score -7192834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7192856.500000 Penalty: 5383.145508
	Iteration 19Q: 3 clusters Score -7192856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7192875.500000 Penalty: 5383.145508
	Iteration 20F: 3 clusters Score -7192876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7192895.000000 Penalty: 5383.145508
	Iteration 21Q: 3 clusters Score -7192895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7192911.000000 Penalty: 5383.145508
	Iteration 22Q: 3 clusters Score -7192911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7192916.000000 Penalty: 5383.145508
	Iteration 23Q: 3 clusters Score -7192916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7192919.000000 Penalty: 5383.145508
	Iteration 24Q: 3 clusters Score -7192919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7192922.000000 Penalty: 5383.145508
	Iteration 25Q: 3 clusters Score -7192922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7192922.000000 Penalty: 5383.145508
	Iteration 26F: 3 clusters Score -7192922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172393 members 
Entering Unmasked Estep 
Score: -23666272.000000 Penalty: 2990.268066
	Iteration 0F: 2 clusters Score -2.366627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86087 members 
Mstep: Class 2 contains 86306 members 
Entering Unmasked Estep 
Score: -23555488.000000 Penalty: 5980.536133
	Iteration 0F: 3 clusters Score -2.355549e+07 nChanged 82890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83319 members 
Mstep: Class 2 contains 89074 members 
Entering Unmasked Estep 
Score: -23603700.000000 Penalty: 5980.536133
	Iteration 1F: 3 clusters Score -2.36037e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81908 members 
Mstep: Class 2 contains 90485 members 
Entering Unmasked Estep 
Score: -23604708.000000 Penalty: 5980.536133
	Iteration 2Q: 3 clusters Score -2.360471e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79883 members 
Mstep: Class 2 contains 92510 members 
Entering Unmasked Estep 
Score: -23606014.000000 Penalty: 5980.536133
	Iteration 3Q: 3 clusters Score -2.360601e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77106 members 
Mstep: Class 2 contains 95287 members 
Entering Unmasked Estep 
Score: -23607962.000000 Penalty: 5980.536133
	Iteration 4Q: 3 clusters Score -2.360796e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73277 members 
Mstep: Class 2 contains 99116 members 
Entering Unmasked Estep 
Score: -23610782.000000 Penalty: 5980.536133
	Iteration 5Q: 3 clusters Score -2.361078e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68142 members 
Mstep: Class 2 contains 104251 members 
Entering Unmasked Estep 
Score: -23615216.000000 Penalty: 5980.536133
	Iteration 6Q: 3 clusters Score -2.361522e+07 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61845 members 
Mstep: Class 2 contains 110548 members 
Entering Unmasked Estep 
Score: -23621338.000000 Penalty: 5980.536133
	Iteration 7Q: 3 clusters Score -2.362134e+07 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 117609 members 
Entering Unmasked Estep 
Score: -23628912.000000 Penalty: 5980.536133
	Iteration 8F: 3 clusters Score -2.362891e+07 nChanged 9876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 124309 members 
Entering Unmasked Estep 
Score: -23636440.000000 Penalty: 5980.536133
	Iteration 9F: 3 clusters Score -2.363644e+07 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 129836 members 
Entering Unmasked Estep 
Score: -23643232.000000 Penalty: 5980.536133
	Iteration 10F: 3 clusters Score -2.364323e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 133964 members 
Entering Unmasked Estep 
Score: -23648160.000000 Penalty: 5980.536133
	Iteration 11Q: 3 clusters Score -2.364816e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 137175 members 
Entering Unmasked Estep 
Score: -23651256.000000 Penalty: 5980.536133
	Iteration 12Q: 3 clusters Score -2.365126e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 140042 members 
Entering Unmasked Estep 
Score: -23653122.000000 Penalty: 5980.536133
	Iteration 13Q: 3 clusters Score -2.365312e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 142777 members 
Entering Unmasked Estep 
Score: -23654506.000000 Penalty: 5980.536133
	Iteration 14Q: 3 clusters Score -2.365451e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 145480 members 
Entering Unmasked Estep 
Score: -23655714.000000 Penalty: 5980.536133
	Iteration 15Q: 3 clusters Score -2.365571e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 148035 members 
Entering Unmasked Estep 
Score: -23656602.000000 Penalty: 5980.536133
	Iteration 16Q: 3 clusters Score -2.36566e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 150506 members 
Entering Unmasked Estep 
Score: -23657466.000000 Penalty: 5980.536133
	Iteration 17Q: 3 clusters Score -2.365747e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 152811 members 
Entering Unmasked Estep 
Score: -23658228.000000 Penalty: 5980.536133
	Iteration 18Q: 3 clusters Score -2.365823e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 154964 members 
Entering Unmasked Estep 
Score: -23658886.000000 Penalty: 5980.536133
	Iteration 19Q: 3 clusters Score -2.365889e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 156988 members 
Entering Unmasked Estep 
Score: -23659522.000000 Penalty: 5980.536133
	Iteration 20F: 3 clusters Score -2.365952e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 158862 members 
Entering Unmasked Estep 
Score: -23659984.000000 Penalty: 5980.536133
	Iteration 21Q: 3 clusters Score -2.365998e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 160547 members 
Entering Unmasked Estep 
Score: -23660470.000000 Penalty: 5980.536133
	Iteration 22Q: 3 clusters Score -2.366047e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 162025 members 
Entering Unmasked Estep 
Score: -23660840.000000 Penalty: 5980.536133
	Iteration 23Q: 3 clusters Score -2.366084e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 163281 members 
Entering Unmasked Estep 
Score: -23661230.000000 Penalty: 5980.536133
	Iteration 24Q: 3 clusters Score -2.366123e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 164435 members 
Entering Unmasked Estep 
Score: -23661654.000000 Penalty: 5980.536133
	Iteration 25Q: 3 clusters Score -2.366165e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 165461 members 
Entering Unmasked Estep 
Score: -23661976.000000 Penalty: 5980.536133
	Iteration 26Q: 3 clusters Score -2.366198e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 166369 members 
Entering Unmasked Estep 
Score: -23662258.000000 Penalty: 5980.536133
	Iteration 27Q: 3 clusters Score -2.366226e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 167101 members 
Entering Unmasked Estep 
Score: -23662396.000000 Penalty: 5980.536133
	Iteration 28Q: 3 clusters Score -2.36624e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 167695 members 
Entering Unmasked Estep 
Score: -23662602.000000 Penalty: 5980.536133
	Iteration 29Q: 3 clusters Score -2.36626e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 168210 members 
Entering Unmasked Estep 
Score: -23662848.000000 Penalty: 5980.536133
	Iteration 30Q: 3 clusters Score -2.366285e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 168667 members 
Entering Unmasked Estep 
Score: -23662978.000000 Penalty: 5980.536133
	Iteration 31Q: 3 clusters Score -2.366298e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 169054 members 
Entering Unmasked Estep 
Score: -23663062.000000 Penalty: 5980.536133
	Iteration 32Q: 3 clusters Score -2.366306e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 169368 members 
Entering Unmasked Estep 
Score: -23663122.000000 Penalty: 5980.536133
	Iteration 33Q: 3 clusters Score -2.366312e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 169634 members 
Entering Unmasked Estep 
Score: -23663182.000000 Penalty: 5980.536133
	Iteration 34Q: 3 clusters Score -2.366318e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 169850 members 
Entering Unmasked Estep 
Score: -23663254.000000 Penalty: 5980.536133
	Iteration 35Q: 3 clusters Score -2.366325e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 170037 members 
Entering Unmasked Estep 
Score: -23663306.000000 Penalty: 5980.536133
	Iteration 36Q: 3 clusters Score -2.366331e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 170209 members 
Entering Unmasked Estep 
Score: -23663396.000000 Penalty: 5980.536133
	Iteration 37Q: 3 clusters Score -2.36634e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 170334 members 
Entering Unmasked Estep 
Score: -23663400.000000 Penalty: 5980.536133
	Iteration 38Q: 3 clusters Score -2.36634e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 170426 members 
Entering Unmasked Estep 
Score: -23663418.000000 Penalty: 5980.536133
	Iteration 39Q: 3 clusters Score -2.366342e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 170517 members 
Entering Unmasked Estep 
Score: -23663416.000000 Penalty: 5980.536133
	Iteration 40F: 3 clusters Score -2.366342e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 170589 members 
Entering Unmasked Estep 
Score: -23663456.000000 Penalty: 5980.536133
	Iteration 41Q: 3 clusters Score -2.366346e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 170667 members 
Entering Unmasked Estep 
Score: -23663514.000000 Penalty: 5980.536133
	Iteration 42Q: 3 clusters Score -2.366351e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 170733 members 
Entering Unmasked Estep 
Score: -23663526.000000 Penalty: 5980.536133
	Iteration 43Q: 3 clusters Score -2.366353e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 170791 members 
Entering Unmasked Estep 
Score: -23663582.000000 Penalty: 5980.536133
	Iteration 44Q: 3 clusters Score -2.366358e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 170831 members 
Entering Unmasked Estep 
Score: -23663562.000000 Penalty: 5980.536133
	Iteration 45Q: 3 clusters Score -2.366356e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 170853 members 
Entering Unmasked Estep 
Score: -23663606.000000 Penalty: 5980.536133
	Iteration 46Q: 3 clusters Score -2.366361e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 170872 members 
Entering Unmasked Estep 
Score: -23663652.000000 Penalty: 5980.536133
	Iteration 47Q: 3 clusters Score -2.366365e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 170905 members 
Entering Unmasked Estep 
Score: -23663670.000000 Penalty: 5980.536133
	Iteration 48Q: 3 clusters Score -2.366367e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 170923 members 
Entering Unmasked Estep 
Score: -23663650.000000 Penalty: 5980.536133
	Iteration 49Q: 3 clusters Score -2.366365e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 170932 members 
Entering Unmasked Estep 
Score: -23663646.000000 Penalty: 5980.536133
	Iteration 50Q: 3 clusters Score -2.366365e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 170943 members 
Entering Unmasked Estep 
Score: -23663662.000000 Penalty: 5980.536133
	Iteration 51Q: 3 clusters Score -2.366366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 170961 members 
Entering Unmasked Estep 
Score: -23663656.000000 Penalty: 5980.536133
	Iteration 52Q: 3 clusters Score -2.366366e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 170979 members 
Entering Unmasked Estep 
Score: -23663670.000000 Penalty: 5980.536133
	Iteration 53Q: 3 clusters Score -2.366367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 170989 members 
Entering Unmasked Estep 
Score: -23663656.000000 Penalty: 5980.536133
	Iteration 54Q: 3 clusters Score -2.366366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 171000 members 
Entering Unmasked Estep 
Score: -23663684.000000 Penalty: 5980.536133
	Iteration 55Q: 3 clusters Score -2.366368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 171003 members 
Entering Unmasked Estep 
Score: -23663682.000000 Penalty: 5980.536133
	Iteration 56Q: 3 clusters Score -2.366368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 171008 members 
Entering Unmasked Estep 
Score: -23663686.000000 Penalty: 5980.536133
	Iteration 57Q: 3 clusters Score -2.366369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 171011 members 
Entering Unmasked Estep 
Score: -23663690.000000 Penalty: 5980.536133
	Iteration 58Q: 3 clusters Score -2.366369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 171017 members 
Entering Unmasked Estep 
Score: -23663686.000000 Penalty: 5980.536133
	Iteration 59Q: 3 clusters Score -2.366369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 171023 members 
Entering Unmasked Estep 
Score: -23663682.000000 Penalty: 5980.536133
	Iteration 60F: 3 clusters Score -2.366368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 171026 members 
Entering Unmasked Estep 
Score: -23663686.000000 Penalty: 5980.536133
	Iteration 61Q: 3 clusters Score -2.366369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 171029 members 
Entering Unmasked Estep 
Score: -23663672.000000 Penalty: 5980.536133
	Iteration 62Q: 3 clusters Score -2.366367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 171032 members 
Entering Unmasked Estep 
Score: -23663672.000000 Penalty: 5980.536133
	Iteration 63Q: 3 clusters Score -2.366367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 171037 members 
Entering Unmasked Estep 
Score: -23663682.000000 Penalty: 5980.536133
	Iteration 64Q: 3 clusters Score -2.366368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 171043 members 
Entering Unmasked Estep 
Score: -23663700.000000 Penalty: 5980.536133
	Iteration 65Q: 3 clusters Score -2.36637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 171049 members 
Entering Unmasked Estep 
Score: -23663682.000000 Penalty: 5980.536133
	Iteration 66Q: 3 clusters Score -2.366368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 171056 members 
Entering Unmasked Estep 
Score: -23663684.000000 Penalty: 5980.536133
	Iteration 67Q: 3 clusters Score -2.366368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 171062 members 
Entering Unmasked Estep 
Score: -23663700.000000 Penalty: 5980.536133
	Iteration 68Q: 3 clusters Score -2.36637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 171068 members 
Entering Unmasked Estep 
Score: -23663684.000000 Penalty: 5980.536133
	Iteration 69Q: 3 clusters Score -2.366368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 171073 members 
Entering Unmasked Estep 
Score: -23663696.000000 Penalty: 5980.536133
	Iteration 70Q: 3 clusters Score -2.36637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 171076 members 
Entering Unmasked Estep 
Score: -23663700.000000 Penalty: 5980.536133
	Iteration 71Q: 3 clusters Score -2.36637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 171084 members 
Entering Unmasked Estep 
Score: -23663708.000000 Penalty: 5980.536133
	Iteration 72Q: 3 clusters Score -2.366371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 171091 members 
Entering Unmasked Estep 
Score: -23663714.000000 Penalty: 5980.536133
	Iteration 73Q: 3 clusters Score -2.366371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 171096 members 
Entering Unmasked Estep 
Score: -23663716.000000 Penalty: 5980.536133
	Iteration 74Q: 3 clusters Score -2.366372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 171106 members 
Entering Unmasked Estep 
Score: -23663746.000000 Penalty: 5980.536133
	Iteration 75Q: 3 clusters Score -2.366375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 171113 members 
Entering Unmasked Estep 
Score: -23663728.000000 Penalty: 5980.536133
	Iteration 76Q: 3 clusters Score -2.366373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 171117 members 
Entering Unmasked Estep 
Score: -23663730.000000 Penalty: 5980.536133
	Iteration 77Q: 3 clusters Score -2.366373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 171121 members 
Entering Unmasked Estep 
Score: -23663750.000000 Penalty: 5980.536133
	Iteration 78Q: 3 clusters Score -2.366375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 171126 members 
Entering Unmasked Estep 
Score: -23663762.000000 Penalty: 5980.536133
	Iteration 79Q: 3 clusters Score -2.366376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 171130 members 
Entering Unmasked Estep 
Score: -23663742.000000 Penalty: 5980.536133
	Iteration 80F: 3 clusters Score -2.366374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 171135 members 
Entering Unmasked Estep 
Score: -23663744.000000 Penalty: 5980.536133
	Iteration 81Q: 3 clusters Score -2.366374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 171141 members 
Entering Unmasked Estep 
Score: -23663750.000000 Penalty: 5980.536133
	Iteration 82Q: 3 clusters Score -2.366375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 171144 members 
Entering Unmasked Estep 
Score: -23663756.000000 Penalty: 5980.536133
	Iteration 83Q: 3 clusters Score -2.366376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 171147 members 
Entering Unmasked Estep 
Score: -23663740.000000 Penalty: 5980.536133
	Iteration 84Q: 3 clusters Score -2.366374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 171150 members 
Entering Unmasked Estep 
Score: -23663736.000000 Penalty: 5980.536133
	Iteration 85Q: 3 clusters Score -2.366374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 171151 members 
Entering Unmasked Estep 
Score: -23663748.000000 Penalty: 5980.536133
	Iteration 86Q: 3 clusters Score -2.366375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 171151 members 
Entering Unmasked Estep 
Score: -23663748.000000 Penalty: 5980.536133
	Iteration 87F: 3 clusters Score -2.366375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Entering Unmasked Estep 
Score: -2894183.750000 Penalty: 2464.871826
	Iteration 0F: 2 clusters Score -2894184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2879794.000000 Penalty: 4929.743652
	Iteration 0F: 3 clusters Score -2879794 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2884629.500000 Penalty: 4929.743652
	Iteration 1F: 3 clusters Score -2884630 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2885028.250000 Penalty: 4929.743652
	Iteration 2F: 3 clusters Score -2885028 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2885369.500000 Penalty: 4929.743652
	Iteration 3Q: 3 clusters Score -2885370 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2885647.750000 Penalty: 4929.743652
	Iteration 4Q: 3 clusters Score -2885648 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2885929.750000 Penalty: 4929.743652
	Iteration 5Q: 3 clusters Score -2885930 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2886195.250000 Penalty: 4929.743652
	Iteration 6Q: 3 clusters Score -2886195 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2886560.750000 Penalty: 4929.743652
	Iteration 7Q: 3 clusters Score -2886561 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2887073.000000 Penalty: 4929.743652
	Iteration 8Q: 3 clusters Score -2887073 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2887804.750000 Penalty: 4929.743652
	Iteration 9Q: 3 clusters Score -2887805 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2888698.500000 Penalty: 4929.743652
	Iteration 10F: 3 clusters Score -2888698 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2889504.750000 Penalty: 4929.743652
	Iteration 11F: 3 clusters Score -2889505 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2889998.750000 Penalty: 4929.743652
	Iteration 12Q: 3 clusters Score -2889999 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2890290.000000 Penalty: 4929.743652
	Iteration 13Q: 3 clusters Score -2890290 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2890480.000000 Penalty: 4929.743652
	Iteration 14Q: 3 clusters Score -2890480 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2890612.750000 Penalty: 4929.743652
	Iteration 15Q: 3 clusters Score -2890613 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2890729.000000 Penalty: 4929.743652
	Iteration 16Q: 3 clusters Score -2890729 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2890823.250000 Penalty: 4929.743652
	Iteration 17Q: 3 clusters Score -2890823 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2890902.250000 Penalty: 4929.743652
	Iteration 18Q: 3 clusters Score -2890902 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2890943.250000 Penalty: 4929.743652
	Iteration 19Q: 3 clusters Score -2890943 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2891002.000000 Penalty: 4929.743652
	Iteration 20F: 3 clusters Score -2891002 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2891042.500000 Penalty: 4929.743652
	Iteration 21Q: 3 clusters Score -2891042 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2891080.750000 Penalty: 4929.743652
	Iteration 22Q: 3 clusters Score -2891081 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2891120.250000 Penalty: 4929.743652
	Iteration 23Q: 3 clusters Score -2891120 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2891154.250000 Penalty: 4929.743652
	Iteration 24Q: 3 clusters Score -2891154 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2891195.500000 Penalty: 4929.743652
	Iteration 25Q: 3 clusters Score -2891196 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2891235.750000 Penalty: 4929.743652
	Iteration 26Q: 3 clusters Score -2891236 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2891267.000000 Penalty: 4929.743652
	Iteration 27Q: 3 clusters Score -2891267 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2891312.000000 Penalty: 4929.743652
	Iteration 28Q: 3 clusters Score -2891312 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2891366.750000 Penalty: 4929.743652
	Iteration 29Q: 3 clusters Score -2891367 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2891415.500000 Penalty: 4929.743652
	Iteration 30Q: 3 clusters Score -2891416 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2891473.000000 Penalty: 4929.743652
	Iteration 31Q: 3 clusters Score -2891473 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2891498.750000 Penalty: 4929.743652
	Iteration 32Q: 3 clusters Score -2891499 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2891543.750000 Penalty: 4929.743652
	Iteration 33Q: 3 clusters Score -2891544 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2891569.500000 Penalty: 4929.743652
	Iteration 34Q: 3 clusters Score -2891570 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2891605.000000 Penalty: 4929.743652
	Iteration 35Q: 3 clusters Score -2891605 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2891637.750000 Penalty: 4929.743652
	Iteration 36Q: 3 clusters Score -2891638 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2891677.000000 Penalty: 4929.743652
	Iteration 37Q: 3 clusters Score -2891677 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2891708.500000 Penalty: 4929.743652
	Iteration 38Q: 3 clusters Score -2891708 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2891729.000000 Penalty: 4929.743652
	Iteration 39Q: 3 clusters Score -2891729 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2891749.000000 Penalty: 4929.743652
	Iteration 40F: 3 clusters Score -2891749 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2891765.250000 Penalty: 4929.743652
	Iteration 41Q: 3 clusters Score -2891765 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2891782.750000 Penalty: 4929.743652
	Iteration 42Q: 3 clusters Score -2891783 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2891804.000000 Penalty: 4929.743652
	Iteration 43Q: 3 clusters Score -2891804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2891818.250000 Penalty: 4929.743652
	Iteration 44Q: 3 clusters Score -2891818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2891832.500000 Penalty: 4929.743652
	Iteration 45Q: 3 clusters Score -2891832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2891844.750000 Penalty: 4929.743652
	Iteration 46Q: 3 clusters Score -2891845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2891855.250000 Penalty: 4929.743652
	Iteration 47Q: 3 clusters Score -2891855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2891864.250000 Penalty: 4929.743652
	Iteration 48Q: 3 clusters Score -2891864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2891872.500000 Penalty: 4929.743652
	Iteration 49Q: 3 clusters Score -2891872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2891883.750000 Penalty: 4929.743652
	Iteration 50Q: 3 clusters Score -2891884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2891881.750000 Penalty: 4929.743652
	Iteration 51Q: 3 clusters Score -2891882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2891894.500000 Penalty: 4929.743652
	Iteration 52Q: 3 clusters Score -2891894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2891902.250000 Penalty: 4929.743652
	Iteration 53Q: 3 clusters Score -2891902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2891907.750000 Penalty: 4929.743652
	Iteration 54Q: 3 clusters Score -2891908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2891911.750000 Penalty: 4929.743652
	Iteration 55Q: 3 clusters Score -2891912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2891920.750000 Penalty: 4929.743652
	Iteration 56Q: 3 clusters Score -2891921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2891925.750000 Penalty: 4929.743652
	Iteration 57Q: 3 clusters Score -2891926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2891934.250000 Penalty: 4929.743652
	Iteration 58Q: 3 clusters Score -2891934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2891937.750000 Penalty: 4929.743652
	Iteration 59Q: 3 clusters Score -2891938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2891937.750000 Penalty: 4929.743652
	Iteration 60F: 3 clusters Score -2891938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2891941.750000 Penalty: 4929.743652
	Iteration 61Q: 3 clusters Score -2891942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -2891943.000000 Penalty: 4929.743652
	Iteration 62Q: 3 clusters Score -2891943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2891944.250000 Penalty: 4929.743652
	Iteration 63Q: 3 clusters Score -2891944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2891955.250000 Penalty: 4929.743652
	Iteration 64Q: 3 clusters Score -2891955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2891963.000000 Penalty: 4929.743652
	Iteration 65Q: 3 clusters Score -2891963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2891963.750000 Penalty: 4929.743652
	Iteration 66Q: 3 clusters Score -2891964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2891970.000000 Penalty: 4929.743652
	Iteration 67Q: 3 clusters Score -2891970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2891971.500000 Penalty: 4929.743652
	Iteration 68Q: 3 clusters Score -2891972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2891980.500000 Penalty: 4929.743652
	Iteration 69Q: 3 clusters Score -2891980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2891993.250000 Penalty: 4929.743652
	Iteration 70Q: 3 clusters Score -2891993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2892002.250000 Penalty: 4929.743652
	Iteration 71Q: 3 clusters Score -2892002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2892007.750000 Penalty: 4929.743652
	Iteration 72Q: 3 clusters Score -2892008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2892013.500000 Penalty: 4929.743652
	Iteration 73Q: 3 clusters Score -2892014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -2892019.500000 Penalty: 4929.743652
	Iteration 74Q: 3 clusters Score -2892020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2892026.500000 Penalty: 4929.743652
	Iteration 75Q: 3 clusters Score -2892026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2892030.000000 Penalty: 4929.743652
	Iteration 76Q: 3 clusters Score -2892030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -2892035.750000 Penalty: 4929.743652
	Iteration 77Q: 3 clusters Score -2892036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2892036.750000 Penalty: 4929.743652
	Iteration 78Q: 3 clusters Score -2892037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2892036.750000 Penalty: 4929.743652
	Iteration 79Q: 3 clusters Score -2892037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2892036.750000 Penalty: 4929.743652
	Iteration 80F: 3 clusters Score -2892037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -2892037.000000 Penalty: 4929.743652
	Iteration 81Q: 3 clusters Score -2892037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -2892036.000000 Penalty: 4929.743652
	Iteration 82Q: 3 clusters Score -2892036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2892041.250000 Penalty: 4929.743652
	Iteration 83Q: 3 clusters Score -2892041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2892039.500000 Penalty: 4929.743652
	Iteration 84Q: 3 clusters Score -2892040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2892039.750000 Penalty: 4929.743652
	Iteration 85Q: 3 clusters Score -2892040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2892042.750000 Penalty: 4929.743652
	Iteration 86Q: 3 clusters Score -2892043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2892048.000000 Penalty: 4929.743652
	Iteration 87Q: 3 clusters Score -2892048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2892048.000000 Penalty: 4929.743652
	Iteration 88Q: 3 clusters Score -2892048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2892051.000000 Penalty: 4929.743652
	Iteration 89Q: 3 clusters Score -2892051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2892057.000000 Penalty: 4929.743652
	Iteration 90Q: 3 clusters Score -2892057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2892055.000000 Penalty: 4929.743652
	Iteration 91Q: 3 clusters Score -2892055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2892058.750000 Penalty: 4929.743652
	Iteration 92Q: 3 clusters Score -2892059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2892058.750000 Penalty: 4929.743652
	Iteration 93Q: 3 clusters Score -2892059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2892061.750000 Penalty: 4929.743652
	Iteration 94Q: 3 clusters Score -2892062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2892065.500000 Penalty: 4929.743652
	Iteration 95Q: 3 clusters Score -2892066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2892070.750000 Penalty: 4929.743652
	Iteration 96Q: 3 clusters Score -2892071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2892069.250000 Penalty: 4929.743652
	Iteration 97Q: 3 clusters Score -2892069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2892069.500000 Penalty: 4929.743652
	Iteration 98Q: 3 clusters Score -2892070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2892072.000000 Penalty: 4929.743652
	Iteration 99Q: 3 clusters Score -2892072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2892072.000000 Penalty: 4929.743652
	Iteration 100F: 3 clusters Score -2892072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57127 members 
Entering Unmasked Estep 
Score: -7701087.000000 Penalty: 2716.352051
	Iteration 0F: 2 clusters Score -7701087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -7662829.000000 Penalty: 5432.704102
	Iteration 0F: 3 clusters Score -7662829 nChanged 26381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -7677401.500000 Penalty: 5432.704102
	Iteration 1F: 3 clusters Score -7677402 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -7677899.500000 Penalty: 5432.704102
	Iteration 2Q: 3 clusters Score -7677900 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -7678507.500000 Penalty: 5432.704102
	Iteration 3Q: 3 clusters Score -7678508 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -7679365.000000 Penalty: 5432.704102
	Iteration 4Q: 3 clusters Score -7679365 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -7680697.000000 Penalty: 5432.704102
	Iteration 5Q: 3 clusters Score -7680697 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -7682822.000000 Penalty: 5432.704102
	Iteration 6F: 3 clusters Score -7682822 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -7686331.500000 Penalty: 5432.704102
	Iteration 7F: 3 clusters Score -7686332 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -7690788.000000 Penalty: 5432.704102
	Iteration 8F: 3 clusters Score -7690788 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -7694810.000000 Penalty: 5432.704102
	Iteration 9F: 3 clusters Score -7694810 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -7697092.500000 Penalty: 5432.704102
	Iteration 10Q: 3 clusters Score -7697092 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7698032.500000 Penalty: 5432.704102
	Iteration 11Q: 3 clusters Score -7698032 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56589 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7698463.000000 Penalty: 5432.704102
	Iteration 12Q: 3 clusters Score -7698463 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56710 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7698588.000000 Penalty: 5432.704102
	Iteration 13Q: 3 clusters Score -7698588 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7698653.500000 Penalty: 5432.704102
	Iteration 14Q: 3 clusters Score -7698654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7698675.000000 Penalty: 5432.704102
	Iteration 15Q: 3 clusters Score -7698675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56812 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7698692.500000 Penalty: 5432.704102
	Iteration 16Q: 3 clusters Score -7698692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56823 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7698708.000000 Penalty: 5432.704102
	Iteration 17Q: 3 clusters Score -7698708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7698713.500000 Penalty: 5432.704102
	Iteration 18Q: 3 clusters Score -7698714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7698723.000000 Penalty: 5432.704102
	Iteration 19Q: 3 clusters Score -7698723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7698724.500000 Penalty: 5432.704102
	Iteration 20F: 3 clusters Score -7698724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7698740.000000 Penalty: 5432.704102
	Iteration 21Q: 3 clusters Score -7698740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7698744.000000 Penalty: 5432.704102
	Iteration 22Q: 3 clusters Score -7698744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7698749.000000 Penalty: 5432.704102
	Iteration 23Q: 3 clusters Score -7698749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7698752.000000 Penalty: 5432.704102
	Iteration 24Q: 3 clusters Score -7698752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7698758.500000 Penalty: 5432.704102
	Iteration 25Q: 3 clusters Score -7698758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56841 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7698763.500000 Penalty: 5432.704102
	Iteration 26Q: 3 clusters Score -7698764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56841 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7698763.000000 Penalty: 5432.704102
	Iteration 27Q: 3 clusters Score -7698763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7698772.000000 Penalty: 5432.704102
	Iteration 28Q: 3 clusters Score -7698772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7698772.000000 Penalty: 5432.704102
	Iteration 29F: 3 clusters Score -7698772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Entering Unmasked Estep 
Score: -886447.375000 Penalty: 2181.866943
	Iteration 0F: 2 clusters Score -886447.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -880868.812500 Penalty: 4363.733887
	Iteration 0F: 3 clusters Score -880868.8 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -882319.687500 Penalty: 4363.733887
	Iteration 1F: 3 clusters Score -882319.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -882541.437500 Penalty: 4363.733887
	Iteration 2F: 3 clusters Score -882541.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -882656.250000 Penalty: 4363.733887
	Iteration 3Q: 3 clusters Score -882656.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -882763.125000 Penalty: 4363.733887
	Iteration 4Q: 3 clusters Score -882763.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -882830.437500 Penalty: 4363.733887
	Iteration 5Q: 3 clusters Score -882830.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -882878.812500 Penalty: 4363.733887
	Iteration 6Q: 3 clusters Score -882878.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -882922.125000 Penalty: 4363.733887
	Iteration 7Q: 3 clusters Score -882922.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -882955.125000 Penalty: 4363.733887
	Iteration 8Q: 3 clusters Score -882955.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -882984.187500 Penalty: 4363.733887
	Iteration 9Q: 3 clusters Score -882984.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -883013.437500 Penalty: 4363.733887
	Iteration 10Q: 3 clusters Score -883013.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -883045.812500 Penalty: 4363.733887
	Iteration 11Q: 3 clusters Score -883045.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -883070.062500 Penalty: 4363.733887
	Iteration 12Q: 3 clusters Score -883070.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -883093.312500 Penalty: 4363.733887
	Iteration 13Q: 3 clusters Score -883093.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -883118.250000 Penalty: 4363.733887
	Iteration 14Q: 3 clusters Score -883118.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -883138.125000 Penalty: 4363.733887
	Iteration 15Q: 3 clusters Score -883138.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -883160.312500 Penalty: 4363.733887
	Iteration 16Q: 3 clusters Score -883160.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -883186.812500 Penalty: 4363.733887
	Iteration 17Q: 3 clusters Score -883186.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -883223.562500 Penalty: 4363.733887
	Iteration 18Q: 3 clusters Score -883223.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -883260.250000 Penalty: 4363.733887
	Iteration 19Q: 3 clusters Score -883260.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -883305.312500 Penalty: 4363.733887
	Iteration 20F: 3 clusters Score -883305.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -883352.812500 Penalty: 4363.733887
	Iteration 21Q: 3 clusters Score -883352.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -883404.000000 Penalty: 4363.733887
	Iteration 22Q: 3 clusters Score -883404 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -883461.500000 Penalty: 4363.733887
	Iteration 23Q: 3 clusters Score -883461.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -883517.500000 Penalty: 4363.733887
	Iteration 24Q: 3 clusters Score -883517.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -883587.562500 Penalty: 4363.733887
	Iteration 25Q: 3 clusters Score -883587.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -883661.562500 Penalty: 4363.733887
	Iteration 26Q: 3 clusters Score -883661.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -883738.250000 Penalty: 4363.733887
	Iteration 27Q: 3 clusters Score -883738.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -883826.687500 Penalty: 4363.733887
	Iteration 28Q: 3 clusters Score -883826.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -883903.625000 Penalty: 4363.733887
	Iteration 29Q: 3 clusters Score -883903.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -883975.437500 Penalty: 4363.733887
	Iteration 30Q: 3 clusters Score -883975.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -884047.312500 Penalty: 4363.733887
	Iteration 31Q: 3 clusters Score -884047.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -884102.875000 Penalty: 4363.733887
	Iteration 32Q: 3 clusters Score -884102.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -884158.375000 Penalty: 4363.733887
	Iteration 33Q: 3 clusters Score -884158.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -884216.812500 Penalty: 4363.733887
	Iteration 34Q: 3 clusters Score -884216.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -884278.875000 Penalty: 4363.733887
	Iteration 35Q: 3 clusters Score -884278.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -884326.750000 Penalty: 4363.733887
	Iteration 36Q: 3 clusters Score -884326.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -884364.625000 Penalty: 4363.733887
	Iteration 37Q: 3 clusters Score -884364.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -884396.000000 Penalty: 4363.733887
	Iteration 38Q: 3 clusters Score -884396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -884423.562500 Penalty: 4363.733887
	Iteration 39Q: 3 clusters Score -884423.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -884438.937500 Penalty: 4363.733887
	Iteration 40F: 3 clusters Score -884438.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -884452.500000 Penalty: 4363.733887
	Iteration 41Q: 3 clusters Score -884452.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -884465.125000 Penalty: 4363.733887
	Iteration 42Q: 3 clusters Score -884465.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -884485.875000 Penalty: 4363.733887
	Iteration 43Q: 3 clusters Score -884485.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -884499.687500 Penalty: 4363.733887
	Iteration 44Q: 3 clusters Score -884499.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -884517.062500 Penalty: 4363.733887
	Iteration 45Q: 3 clusters Score -884517.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -884534.187500 Penalty: 4363.733887
	Iteration 46Q: 3 clusters Score -884534.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -884540.062500 Penalty: 4363.733887
	Iteration 47Q: 3 clusters Score -884540.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -884546.187500 Penalty: 4363.733887
	Iteration 48Q: 3 clusters Score -884546.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -884550.750000 Penalty: 4363.733887
	Iteration 49Q: 3 clusters Score -884550.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -884553.062500 Penalty: 4363.733887
	Iteration 50Q: 3 clusters Score -884553.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -884554.312500 Penalty: 4363.733887
	Iteration 51Q: 3 clusters Score -884554.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -884554.312500 Penalty: 4363.733887
	Iteration 52F: 3 clusters Score -884554.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Entering Unmasked Estep 
Score: -1749219.250000 Penalty: 2355.056641
	Iteration 0F: 2 clusters Score -1749219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1739440.875000 Penalty: 4710.113281
	Iteration 0F: 3 clusters Score -1739441 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1742541.375000 Penalty: 4710.113281
	Iteration 1F: 3 clusters Score -1742541 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1743008.375000 Penalty: 4710.113281
	Iteration 2F: 3 clusters Score -1743008 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1743416.625000 Penalty: 4710.113281
	Iteration 3F: 3 clusters Score -1743417 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1743803.875000 Penalty: 4710.113281
	Iteration 4F: 3 clusters Score -1743804 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1744165.000000 Penalty: 4710.113281
	Iteration 5Q: 3 clusters Score -1744165 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1744604.125000 Penalty: 4710.113281
	Iteration 6Q: 3 clusters Score -1744604 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1745096.500000 Penalty: 4710.113281
	Iteration 7Q: 3 clusters Score -1745096 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1745595.625000 Penalty: 4710.113281
	Iteration 8Q: 3 clusters Score -1745596 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1746088.500000 Penalty: 4710.113281
	Iteration 9Q: 3 clusters Score -1746088 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1746471.750000 Penalty: 4710.113281
	Iteration 10Q: 3 clusters Score -1746472 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1746716.625000 Penalty: 4710.113281
	Iteration 11Q: 3 clusters Score -1746717 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1746873.375000 Penalty: 4710.113281
	Iteration 12Q: 3 clusters Score -1746873 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1746977.250000 Penalty: 4710.113281
	Iteration 13Q: 3 clusters Score -1746977 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1747043.000000 Penalty: 4710.113281
	Iteration 14Q: 3 clusters Score -1747043 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1747083.875000 Penalty: 4710.113281
	Iteration 15Q: 3 clusters Score -1747084 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1747117.750000 Penalty: 4710.113281
	Iteration 16Q: 3 clusters Score -1747118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1747154.875000 Penalty: 4710.113281
	Iteration 17Q: 3 clusters Score -1747155 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1747187.375000 Penalty: 4710.113281
	Iteration 18Q: 3 clusters Score -1747187 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1747216.375000 Penalty: 4710.113281
	Iteration 19Q: 3 clusters Score -1747216 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1747238.375000 Penalty: 4710.113281
	Iteration 20F: 3 clusters Score -1747238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1747254.750000 Penalty: 4710.113281
	Iteration 21Q: 3 clusters Score -1747255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1747263.875000 Penalty: 4710.113281
	Iteration 22Q: 3 clusters Score -1747264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1747277.125000 Penalty: 4710.113281
	Iteration 23Q: 3 clusters Score -1747277 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1747290.875000 Penalty: 4710.113281
	Iteration 24Q: 3 clusters Score -1747291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1747300.125000 Penalty: 4710.113281
	Iteration 25Q: 3 clusters Score -1747300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1747310.750000 Penalty: 4710.113281
	Iteration 26Q: 3 clusters Score -1747311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1747316.125000 Penalty: 4710.113281
	Iteration 27Q: 3 clusters Score -1747316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1747319.500000 Penalty: 4710.113281
	Iteration 28Q: 3 clusters Score -1747320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1747321.250000 Penalty: 4710.113281
	Iteration 29Q: 3 clusters Score -1747321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1747325.625000 Penalty: 4710.113281
	Iteration 30Q: 3 clusters Score -1747326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1747327.625000 Penalty: 4710.113281
	Iteration 31Q: 3 clusters Score -1747328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1747330.500000 Penalty: 4710.113281
	Iteration 32Q: 3 clusters Score -1747330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1747338.375000 Penalty: 4710.113281
	Iteration 33Q: 3 clusters Score -1747338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1747344.500000 Penalty: 4710.113281
	Iteration 34Q: 3 clusters Score -1747344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1747351.875000 Penalty: 4710.113281
	Iteration 35Q: 3 clusters Score -1747352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1747358.250000 Penalty: 4710.113281
	Iteration 36Q: 3 clusters Score -1747358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1747364.250000 Penalty: 4710.113281
	Iteration 37Q: 3 clusters Score -1747364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1747367.875000 Penalty: 4710.113281
	Iteration 38Q: 3 clusters Score -1747368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1747372.375000 Penalty: 4710.113281
	Iteration 39Q: 3 clusters Score -1747372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1747374.250000 Penalty: 4710.113281
	Iteration 40F: 3 clusters Score -1747374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1747376.125000 Penalty: 4710.113281
	Iteration 41Q: 3 clusters Score -1747376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1747374.250000 Penalty: 4710.113281
	Iteration 42Q: 3 clusters Score -1747374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1747374.250000 Penalty: 4710.113281
	Iteration 43F: 3 clusters Score -1747374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (201165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201165 members 
Entering Unmasked Estep 
Score: -27585682.000000 Penalty: 3028.546387
	Iteration 0F: 2 clusters Score -2.758568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100613 members 
Mstep: Class 2 contains 100552 members 
Entering Unmasked Estep 
Score: -27455304.000000 Penalty: 6057.092773
	Iteration 0F: 3 clusters Score -2.74553e+07 nChanged 96600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102115 members 
Mstep: Class 2 contains 99050 members 
Entering Unmasked Estep 
Score: -27512168.000000 Penalty: 6057.092773
	Iteration 1F: 3 clusters Score -2.751217e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103061 members 
Mstep: Class 2 contains 98104 members 
Entering Unmasked Estep 
Score: -27513430.000000 Penalty: 6057.092773
	Iteration 2Q: 3 clusters Score -2.751343e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104663 members 
Mstep: Class 2 contains 96502 members 
Entering Unmasked Estep 
Score: -27514956.000000 Penalty: 6057.092773
	Iteration 3Q: 3 clusters Score -2.751496e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107117 members 
Mstep: Class 2 contains 94048 members 
Entering Unmasked Estep 
Score: -27517408.000000 Penalty: 6057.092773
	Iteration 4Q: 3 clusters Score -2.751741e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110797 members 
Mstep: Class 2 contains 90368 members 
Entering Unmasked Estep 
Score: -27520910.000000 Penalty: 6057.092773
	Iteration 5Q: 3 clusters Score -2.752091e+07 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116223 members 
Mstep: Class 2 contains 84942 members 
Entering Unmasked Estep 
Score: -27526378.000000 Penalty: 6057.092773
	Iteration 6F: 3 clusters Score -2.752638e+07 nChanged 12625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123712 members 
Mstep: Class 2 contains 77453 members 
Entering Unmasked Estep 
Score: -27535176.000000 Penalty: 6057.092773
	Iteration 7F: 3 clusters Score -2.753518e+07 nChanged 13914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132412 members 
Mstep: Class 2 contains 68753 members 
Entering Unmasked Estep 
Score: -27546228.000000 Penalty: 6057.092773
	Iteration 8F: 3 clusters Score -2.754623e+07 nChanged 13347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140713 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -27557194.000000 Penalty: 6057.092773
	Iteration 9F: 3 clusters Score -2.755719e+07 nChanged 10941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147068 members 
Mstep: Class 2 contains 54097 members 
Entering Unmasked Estep 
Score: -27564450.000000 Penalty: 6057.092773
	Iteration 10F: 3 clusters Score -2.756445e+07 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152033 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
Score: -27568242.000000 Penalty: 6057.092773
	Iteration 11Q: 3 clusters Score -2.756824e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156614 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -27570534.000000 Penalty: 6057.092773
	Iteration 12Q: 3 clusters Score -2.757053e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161129 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -27572376.000000 Penalty: 6057.092773
	Iteration 13Q: 3 clusters Score -2.757238e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165602 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -27574124.000000 Penalty: 6057.092773
	Iteration 14Q: 3 clusters Score -2.757412e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170072 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -27575874.000000 Penalty: 6057.092773
	Iteration 15Q: 3 clusters Score -2.757587e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174483 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -27577550.000000 Penalty: 6057.092773
	Iteration 16Q: 3 clusters Score -2.757755e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178669 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -27579164.000000 Penalty: 6057.092773
	Iteration 17Q: 3 clusters Score -2.757916e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182588 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -27580604.000000 Penalty: 6057.092773
	Iteration 18Q: 3 clusters Score -2.75806e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185931 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -27581780.000000 Penalty: 6057.092773
	Iteration 19Q: 3 clusters Score -2.758178e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188737 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -27582478.000000 Penalty: 6057.092773
	Iteration 20F: 3 clusters Score -2.758248e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191099 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -27583326.000000 Penalty: 6057.092773
	Iteration 21Q: 3 clusters Score -2.758333e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193015 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -27583718.000000 Penalty: 6057.092773
	Iteration 22Q: 3 clusters Score -2.758372e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194510 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -27584120.000000 Penalty: 6057.092773
	Iteration 23Q: 3 clusters Score -2.758412e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195683 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -27584300.000000 Penalty: 6057.092773
	Iteration 24Q: 3 clusters Score -2.75843e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196607 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -27584298.000000 Penalty: 6057.092773
	Iteration 25Q: 3 clusters Score -2.75843e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197299 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -27584272.000000 Penalty: 6057.092773
	Iteration 26Q: 3 clusters Score -2.758427e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197825 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -27584328.000000 Penalty: 6057.092773
	Iteration 27Q: 3 clusters Score -2.758433e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198242 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -27584230.000000 Penalty: 6057.092773
	Iteration 28Q: 3 clusters Score -2.758423e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198571 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -27584236.000000 Penalty: 6057.092773
	Iteration 29Q: 3 clusters Score -2.758424e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198806 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -27584230.000000 Penalty: 6057.092773
	Iteration 30Q: 3 clusters Score -2.758423e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199001 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -27584226.000000 Penalty: 6057.092773
	Iteration 31Q: 3 clusters Score -2.758423e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199159 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -27584152.000000 Penalty: 6057.092773
	Iteration 32Q: 3 clusters Score -2.758415e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199303 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -27584140.000000 Penalty: 6057.092773
	Iteration 33Q: 3 clusters Score -2.758414e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199397 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -27584132.000000 Penalty: 6057.092773
	Iteration 34Q: 3 clusters Score -2.758413e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199475 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -27584150.000000 Penalty: 6057.092773
	Iteration 35Q: 3 clusters Score -2.758415e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199544 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -27584120.000000 Penalty: 6057.092773
	Iteration 36Q: 3 clusters Score -2.758412e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199589 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -27584076.000000 Penalty: 6057.092773
	Iteration 37Q: 3 clusters Score -2.758408e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199643 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -27584080.000000 Penalty: 6057.092773
	Iteration 38Q: 3 clusters Score -2.758408e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199683 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -27584080.000000 Penalty: 6057.092773
	Iteration 39Q: 3 clusters Score -2.758408e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199714 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -27584054.000000 Penalty: 6057.092773
	Iteration 40F: 3 clusters Score -2.758405e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199735 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -27584038.000000 Penalty: 6057.092773
	Iteration 41Q: 3 clusters Score -2.758404e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199751 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -27584044.000000 Penalty: 6057.092773
	Iteration 42Q: 3 clusters Score -2.758404e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199768 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -27584028.000000 Penalty: 6057.092773
	Iteration 43Q: 3 clusters Score -2.758403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199784 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -27584038.000000 Penalty: 6057.092773
	Iteration 44Q: 3 clusters Score -2.758404e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199802 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -27584034.000000 Penalty: 6057.092773
	Iteration 45Q: 3 clusters Score -2.758403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199820 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -27584048.000000 Penalty: 6057.092773
	Iteration 46Q: 3 clusters Score -2.758405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199829 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -27584038.000000 Penalty: 6057.092773
	Iteration 47Q: 3 clusters Score -2.758404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199837 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -27584044.000000 Penalty: 6057.092773
	Iteration 48Q: 3 clusters Score -2.758404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199846 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -27584046.000000 Penalty: 6057.092773
	Iteration 49Q: 3 clusters Score -2.758405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199853 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -27584038.000000 Penalty: 6057.092773
	Iteration 50Q: 3 clusters Score -2.758404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199856 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -27584040.000000 Penalty: 6057.092773
	Iteration 51Q: 3 clusters Score -2.758404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199860 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -27584044.000000 Penalty: 6057.092773
	Iteration 52Q: 3 clusters Score -2.758404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199864 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -27584028.000000 Penalty: 6057.092773
	Iteration 53Q: 3 clusters Score -2.758403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199867 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -27584020.000000 Penalty: 6057.092773
	Iteration 54Q: 3 clusters Score -2.758402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199869 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -27584026.000000 Penalty: 6057.092773
	Iteration 55Q: 3 clusters Score -2.758403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199871 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -27584024.000000 Penalty: 6057.092773
	Iteration 56Q: 3 clusters Score -2.758402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199871 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -27584024.000000 Penalty: 6057.092773
	Iteration 57F: 3 clusters Score -2.758402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (66790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66790 members 
Entering Unmasked Estep 
Score: -9226647.000000 Penalty: 2755.108398
	Iteration 0F: 2 clusters Score -9226647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -9181832.000000 Penalty: 5510.216797
	Iteration 0F: 3 clusters Score -9181832 nChanged 31119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -9199279.000000 Penalty: 5510.216797
	Iteration 1F: 3 clusters Score -9199279 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -9199866.000000 Penalty: 5510.216797
	Iteration 2Q: 3 clusters Score -9199866 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -9200410.000000 Penalty: 5510.216797
	Iteration 3Q: 3 clusters Score -9200410 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -9201060.000000 Penalty: 5510.216797
	Iteration 4Q: 3 clusters Score -9201060 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -9201991.000000 Penalty: 5510.216797
	Iteration 5Q: 3 clusters Score -9201991 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -9203109.000000 Penalty: 5510.216797
	Iteration 6Q: 3 clusters Score -9203109 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -9204702.000000 Penalty: 5510.216797
	Iteration 7Q: 3 clusters Score -9204702 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -9206758.000000 Penalty: 5510.216797
	Iteration 8F: 3 clusters Score -9206758 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -9209409.000000 Penalty: 5510.216797
	Iteration 9F: 3 clusters Score -9209409 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -9212354.000000 Penalty: 5510.216797
	Iteration 10F: 3 clusters Score -9212354 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -9214848.000000 Penalty: 5510.216797
	Iteration 11F: 3 clusters Score -9214848 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -9216310.000000 Penalty: 5510.216797
	Iteration 12Q: 3 clusters Score -9216310 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -9217010.000000 Penalty: 5510.216797
	Iteration 13Q: 3 clusters Score -9217010 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -9217373.000000 Penalty: 5510.216797
	Iteration 14Q: 3 clusters Score -9217373 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -9217637.000000 Penalty: 5510.216797
	Iteration 15Q: 3 clusters Score -9217637 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -9217814.000000 Penalty: 5510.216797
	Iteration 16Q: 3 clusters Score -9217814 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 43827 members 
Entering Unmasked Estep 
Score: -9217979.000000 Penalty: 5510.216797
	Iteration 17Q: 3 clusters Score -9217979 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -9218143.000000 Penalty: 5510.216797
	Iteration 18Q: 3 clusters Score -9218143 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -9218329.000000 Penalty: 5510.216797
	Iteration 19Q: 3 clusters Score -9218329 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -9218502.000000 Penalty: 5510.216797
	Iteration 20F: 3 clusters Score -9218502 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -9218701.000000 Penalty: 5510.216797
	Iteration 21Q: 3 clusters Score -9218701 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -9218854.000000 Penalty: 5510.216797
	Iteration 22Q: 3 clusters Score -9218854 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -9219031.000000 Penalty: 5510.216797
	Iteration 23Q: 3 clusters Score -9219031 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -9219221.000000 Penalty: 5510.216797
	Iteration 24Q: 3 clusters Score -9219221 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -9219469.000000 Penalty: 5510.216797
	Iteration 25Q: 3 clusters Score -9219469 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -9219680.000000 Penalty: 5510.216797
	Iteration 26Q: 3 clusters Score -9219680 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -9219857.000000 Penalty: 5510.216797
	Iteration 27Q: 3 clusters Score -9219857 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 51223 members 
Entering Unmasked Estep 
Score: -9220044.000000 Penalty: 5510.216797
	Iteration 28Q: 3 clusters Score -9220044 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -9220229.000000 Penalty: 5510.216797
	Iteration 29Q: 3 clusters Score -9220229 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -9220418.000000 Penalty: 5510.216797
	Iteration 30Q: 3 clusters Score -9220418 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -9220582.000000 Penalty: 5510.216797
	Iteration 31Q: 3 clusters Score -9220582 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 53700 members 
Entering Unmasked Estep 
Score: -9220737.000000 Penalty: 5510.216797
	Iteration 32Q: 3 clusters Score -9220737 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -9220891.000000 Penalty: 5510.216797
	Iteration 33Q: 3 clusters Score -9220891 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -9221123.000000 Penalty: 5510.216797
	Iteration 34Q: 3 clusters Score -9221123 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -9221252.000000 Penalty: 5510.216797
	Iteration 35Q: 3 clusters Score -9221252 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -9221408.000000 Penalty: 5510.216797
	Iteration 36Q: 3 clusters Score -9221408 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 56837 members 
Entering Unmasked Estep 
Score: -9221622.000000 Penalty: 5510.216797
	Iteration 37Q: 3 clusters Score -9221622 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 57475 members 
Entering Unmasked Estep 
Score: -9221800.000000 Penalty: 5510.216797
	Iteration 38Q: 3 clusters Score -9221800 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 58054 members 
Entering Unmasked Estep 
Score: -9221978.000000 Penalty: 5510.216797
	Iteration 39Q: 3 clusters Score -9221978 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 58622 members 
Entering Unmasked Estep 
Score: -9222150.000000 Penalty: 5510.216797
	Iteration 40F: 3 clusters Score -9222150 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 59162 members 
Entering Unmasked Estep 
Score: -9222378.000000 Penalty: 5510.216797
	Iteration 41Q: 3 clusters Score -9222378 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 59700 members 
Entering Unmasked Estep 
Score: -9222536.000000 Penalty: 5510.216797
	Iteration 42Q: 3 clusters Score -9222536 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 60179 members 
Entering Unmasked Estep 
Score: -9222711.000000 Penalty: 5510.216797
	Iteration 43Q: 3 clusters Score -9222711 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -9222884.000000 Penalty: 5510.216797
	Iteration 44Q: 3 clusters Score -9222884 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
Score: -9223010.000000 Penalty: 5510.216797
	Iteration 45Q: 3 clusters Score -9223010 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 61516 members 
Entering Unmasked Estep 
Score: -9223110.000000 Penalty: 5510.216797
	Iteration 46Q: 3 clusters Score -9223110 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -9223263.000000 Penalty: 5510.216797
	Iteration 47Q: 3 clusters Score -9223263 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 62236 members 
Entering Unmasked Estep 
Score: -9223394.000000 Penalty: 5510.216797
	Iteration 48Q: 3 clusters Score -9223394 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -9223524.000000 Penalty: 5510.216797
	Iteration 49Q: 3 clusters Score -9223524 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -9223635.000000 Penalty: 5510.216797
	Iteration 50Q: 3 clusters Score -9223635 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 63111 members 
Entering Unmasked Estep 
Score: -9223746.000000 Penalty: 5510.216797
	Iteration 51Q: 3 clusters Score -9223746 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 63360 members 
Entering Unmasked Estep 
Score: -9223838.000000 Penalty: 5510.216797
	Iteration 52Q: 3 clusters Score -9223838 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 63541 members 
Entering Unmasked Estep 
Score: -9223896.000000 Penalty: 5510.216797
	Iteration 53Q: 3 clusters Score -9223896 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 63680 members 
Entering Unmasked Estep 
Score: -9223914.000000 Penalty: 5510.216797
	Iteration 54Q: 3 clusters Score -9223914 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -9223963.000000 Penalty: 5510.216797
	Iteration 55Q: 3 clusters Score -9223963 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -9223994.000000 Penalty: 5510.216797
	Iteration 56Q: 3 clusters Score -9223994 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 64056 members 
Entering Unmasked Estep 
Score: -9224018.000000 Penalty: 5510.216797
	Iteration 57Q: 3 clusters Score -9224018 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -9224020.000000 Penalty: 5510.216797
	Iteration 58Q: 3 clusters Score -9224020 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 64256 members 
Entering Unmasked Estep 
Score: -9224060.000000 Penalty: 5510.216797
	Iteration 59Q: 3 clusters Score -9224060 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 64343 members 
Entering Unmasked Estep 
Score: -9224087.000000 Penalty: 5510.216797
	Iteration 60F: 3 clusters Score -9224087 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 64413 members 
Entering Unmasked Estep 
Score: -9224103.000000 Penalty: 5510.216797
	Iteration 61Q: 3 clusters Score -9224103 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 64488 members 
Entering Unmasked Estep 
Score: -9224144.000000 Penalty: 5510.216797
	Iteration 62Q: 3 clusters Score -9224144 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 64558 members 
Entering Unmasked Estep 
Score: -9224175.000000 Penalty: 5510.216797
	Iteration 63Q: 3 clusters Score -9224175 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 64619 members 
Entering Unmasked Estep 
Score: -9224198.000000 Penalty: 5510.216797
	Iteration 64Q: 3 clusters Score -9224198 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 64674 members 
Entering Unmasked Estep 
Score: -9224215.000000 Penalty: 5510.216797
	Iteration 65Q: 3 clusters Score -9224215 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 64728 members 
Entering Unmasked Estep 
Score: -9224237.000000 Penalty: 5510.216797
	Iteration 66Q: 3 clusters Score -9224237 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 64776 members 
Entering Unmasked Estep 
Score: -9224261.000000 Penalty: 5510.216797
	Iteration 67Q: 3 clusters Score -9224261 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 64824 members 
Entering Unmasked Estep 
Score: -9224260.000000 Penalty: 5510.216797
	Iteration 68Q: 3 clusters Score -9224260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 64861 members 
Entering Unmasked Estep 
Score: -9224283.000000 Penalty: 5510.216797
	Iteration 69Q: 3 clusters Score -9224283 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -9224280.000000 Penalty: 5510.216797
	Iteration 70Q: 3 clusters Score -9224280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 64923 members 
Entering Unmasked Estep 
Score: -9224298.000000 Penalty: 5510.216797
	Iteration 71Q: 3 clusters Score -9224298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 64949 members 
Entering Unmasked Estep 
Score: -9224306.000000 Penalty: 5510.216797
	Iteration 72Q: 3 clusters Score -9224306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 64970 members 
Entering Unmasked Estep 
Score: -9224317.000000 Penalty: 5510.216797
	Iteration 73Q: 3 clusters Score -9224317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 64991 members 
Entering Unmasked Estep 
Score: -9224325.000000 Penalty: 5510.216797
	Iteration 74Q: 3 clusters Score -9224325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 65007 members 
Entering Unmasked Estep 
Score: -9224339.000000 Penalty: 5510.216797
	Iteration 75Q: 3 clusters Score -9224339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 65016 members 
Entering Unmasked Estep 
Score: -9224347.000000 Penalty: 5510.216797
	Iteration 76Q: 3 clusters Score -9224347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 65022 members 
Entering Unmasked Estep 
Score: -9224349.000000 Penalty: 5510.216797
	Iteration 77Q: 3 clusters Score -9224349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 65027 members 
Entering Unmasked Estep 
Score: -9224351.000000 Penalty: 5510.216797
	Iteration 78Q: 3 clusters Score -9224351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 65036 members 
Entering Unmasked Estep 
Score: -9224356.000000 Penalty: 5510.216797
	Iteration 79Q: 3 clusters Score -9224356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 65040 members 
Entering Unmasked Estep 
Score: -9224352.000000 Penalty: 5510.216797
	Iteration 80F: 3 clusters Score -9224352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 65044 members 
Entering Unmasked Estep 
Score: -9224352.000000 Penalty: 5510.216797
	Iteration 81Q: 3 clusters Score -9224352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 65047 members 
Entering Unmasked Estep 
Score: -9224347.000000 Penalty: 5510.216797
	Iteration 82Q: 3 clusters Score -9224347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 65051 members 
Entering Unmasked Estep 
Score: -9224349.000000 Penalty: 5510.216797
	Iteration 83Q: 3 clusters Score -9224349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 65056 members 
Entering Unmasked Estep 
Score: -9224351.000000 Penalty: 5510.216797
	Iteration 84Q: 3 clusters Score -9224351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 65061 members 
Entering Unmasked Estep 
Score: -9224354.000000 Penalty: 5510.216797
	Iteration 85Q: 3 clusters Score -9224354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 65067 members 
Entering Unmasked Estep 
Score: -9224339.000000 Penalty: 5510.216797
	Iteration 86Q: 3 clusters Score -9224339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 65070 members 
Entering Unmasked Estep 
Score: -9224349.000000 Penalty: 5510.216797
	Iteration 87Q: 3 clusters Score -9224349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 65072 members 
Entering Unmasked Estep 
Score: -9224356.000000 Penalty: 5510.216797
	Iteration 88Q: 3 clusters Score -9224356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -9224358.000000 Penalty: 5510.216797
	Iteration 89Q: 3 clusters Score -9224358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 65078 members 
Entering Unmasked Estep 
Score: -9224355.000000 Penalty: 5510.216797
	Iteration 90Q: 3 clusters Score -9224355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 65081 members 
Entering Unmasked Estep 
Score: -9224355.000000 Penalty: 5510.216797
	Iteration 91Q: 3 clusters Score -9224355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
Score: -9224361.000000 Penalty: 5510.216797
	Iteration 92Q: 3 clusters Score -9224361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 65086 members 
Entering Unmasked Estep 
Score: -9224364.000000 Penalty: 5510.216797
	Iteration 93Q: 3 clusters Score -9224364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 65088 members 
Entering Unmasked Estep 
Score: -9224364.000000 Penalty: 5510.216797
	Iteration 94Q: 3 clusters Score -9224364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 65089 members 
Entering Unmasked Estep 
Score: -9224364.000000 Penalty: 5510.216797
	Iteration 95Q: 3 clusters Score -9224364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 65090 members 
Entering Unmasked Estep 
Score: -9224359.000000 Penalty: 5510.216797
	Iteration 96Q: 3 clusters Score -9224359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 65092 members 
Entering Unmasked Estep 
Score: -9224361.000000 Penalty: 5510.216797
	Iteration 97Q: 3 clusters Score -9224361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 65096 members 
Entering Unmasked Estep 
Score: -9224362.000000 Penalty: 5510.216797
	Iteration 98Q: 3 clusters Score -9224362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 65100 members 
Entering Unmasked Estep 
Score: -9224366.000000 Penalty: 5510.216797
	Iteration 99Q: 3 clusters Score -9224366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -9224368.000000 Penalty: 5510.216797
	Iteration 100F: 3 clusters Score -9224368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 65105 members 
Entering Unmasked Estep 
Score: -9224372.000000 Penalty: 5510.216797
	Iteration 101Q: 3 clusters Score -9224372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 65106 members 
Entering Unmasked Estep 
Score: -9224366.000000 Penalty: 5510.216797
	Iteration 102Q: 3 clusters Score -9224366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 65110 members 
Entering Unmasked Estep 
Score: -9224364.000000 Penalty: 5510.216797
	Iteration 103Q: 3 clusters Score -9224364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -9224364.000000 Penalty: 5510.216797
	Iteration 104Q: 3 clusters Score -9224364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 65112 members 
Entering Unmasked Estep 
Score: -9224367.000000 Penalty: 5510.216797
	Iteration 105Q: 3 clusters Score -9224367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -9224363.000000 Penalty: 5510.216797
	Iteration 106Q: 3 clusters Score -9224363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -9224367.000000 Penalty: 5510.216797
	Iteration 107Q: 3 clusters Score -9224367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 65120 members 
Entering Unmasked Estep 
Score: -9224375.000000 Penalty: 5510.216797
	Iteration 108Q: 3 clusters Score -9224375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -9224370.000000 Penalty: 5510.216797
	Iteration 109Q: 3 clusters Score -9224370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 65123 members 
Entering Unmasked Estep 
Score: -9224369.000000 Penalty: 5510.216797
	Iteration 110Q: 3 clusters Score -9224369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 65123 members 
Entering Unmasked Estep 
Score: -9224369.000000 Penalty: 5510.216797
	Iteration 111Q: 3 clusters Score -9224369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 65123 members 
Entering Unmasked Estep 
Score: -9224369.000000 Penalty: 5510.216797
	Iteration 112Q: 3 clusters Score -9224369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 65123 members 
Entering Unmasked Estep 
Score: -9224369.000000 Penalty: 5510.216797
	Iteration 113F: 3 clusters Score -9224369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Entering Unmasked Estep 
Score: -287765.000000 Penalty: 1907.757324
	Iteration 0F: 2 clusters Score -287765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -285013.812500 Penalty: 3815.514648
	Iteration 0F: 3 clusters Score -285013.8 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -285448.625000 Penalty: 3815.514648
	Iteration 1F: 3 clusters Score -285448.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -285562.218750 Penalty: 3815.514648
	Iteration 2F: 3 clusters Score -285562.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -285635.312500 Penalty: 3815.514648
	Iteration 3Q: 3 clusters Score -285635.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -285693.406250 Penalty: 3815.514648
	Iteration 4Q: 3 clusters Score -285693.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -285753.343750 Penalty: 3815.514648
	Iteration 5Q: 3 clusters Score -285753.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -285788.093750 Penalty: 3815.514648
	Iteration 6Q: 3 clusters Score -285788.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -285812.812500 Penalty: 3815.514648
	Iteration 7Q: 3 clusters Score -285812.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -285827.625000 Penalty: 3815.514648
	Iteration 8Q: 3 clusters Score -285827.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -285834.375000 Penalty: 3815.514648
	Iteration 9Q: 3 clusters Score -285834.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -285839.718750 Penalty: 3815.514648
	Iteration 10Q: 3 clusters Score -285839.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -285846.937500 Penalty: 3815.514648
	Iteration 11Q: 3 clusters Score -285846.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -285853.093750 Penalty: 3815.514648
	Iteration 12Q: 3 clusters Score -285853.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -285863.343750 Penalty: 3815.514648
	Iteration 13Q: 3 clusters Score -285863.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -285867.562500 Penalty: 3815.514648
	Iteration 14Q: 3 clusters Score -285867.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -285872.375000 Penalty: 3815.514648
	Iteration 15Q: 3 clusters Score -285872.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -285877.187500 Penalty: 3815.514648
	Iteration 16Q: 3 clusters Score -285877.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -285879.062500 Penalty: 3815.514648
	Iteration 17Q: 3 clusters Score -285879.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -285882.718750 Penalty: 3815.514648
	Iteration 18Q: 3 clusters Score -285882.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -285883.218750 Penalty: 3815.514648
	Iteration 19Q: 3 clusters Score -285883.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -285887.437500 Penalty: 3815.514648
	Iteration 20F: 3 clusters Score -285887.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -285892.156250 Penalty: 3815.514648
	Iteration 21Q: 3 clusters Score -285892.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -285895.187500 Penalty: 3815.514648
	Iteration 22Q: 3 clusters Score -285895.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -285896.750000 Penalty: 3815.514648
	Iteration 23Q: 3 clusters Score -285896.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -285898.437500 Penalty: 3815.514648
	Iteration 24Q: 3 clusters Score -285898.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -285901.718750 Penalty: 3815.514648
	Iteration 25Q: 3 clusters Score -285901.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -285904.125000 Penalty: 3815.514648
	Iteration 26Q: 3 clusters Score -285904.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -285905.000000 Penalty: 3815.514648
	Iteration 27Q: 3 clusters Score -285905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -285906.843750 Penalty: 3815.514648
	Iteration 28Q: 3 clusters Score -285906.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -285908.937500 Penalty: 3815.514648
	Iteration 29Q: 3 clusters Score -285908.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -285909.812500 Penalty: 3815.514648
	Iteration 30Q: 3 clusters Score -285909.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -285909.812500 Penalty: 3815.514648
	Iteration 31F: 3 clusters Score -285909.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Entering Unmasked Estep 
Score: -5134506.500000 Penalty: 2607.784912
	Iteration 0F: 2 clusters Score -5134506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -5109527.500000 Penalty: 5215.569824
	Iteration 0F: 3 clusters Score -5109528 nChanged 16735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -5118602.500000 Penalty: 5215.569824
	Iteration 1F: 3 clusters Score -5118602 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -5119129.000000 Penalty: 5215.569824
	Iteration 2Q: 3 clusters Score -5119129 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -5119746.500000 Penalty: 5215.569824
	Iteration 3Q: 3 clusters Score -5119746 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -5120574.500000 Penalty: 5215.569824
	Iteration 4Q: 3 clusters Score -5120574 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -5121877.000000 Penalty: 5215.569824
	Iteration 5F: 3 clusters Score -5121877 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -5123715.500000 Penalty: 5215.569824
	Iteration 6F: 3 clusters Score -5123716 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -5125780.000000 Penalty: 5215.569824
	Iteration 7F: 3 clusters Score -5125780 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -5127762.000000 Penalty: 5215.569824
	Iteration 8F: 3 clusters Score -5127762 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -5129334.500000 Penalty: 5215.569824
	Iteration 9Q: 3 clusters Score -5129334 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -5130298.500000 Penalty: 5215.569824
	Iteration 10Q: 3 clusters Score -5130298 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -5130890.000000 Penalty: 5215.569824
	Iteration 11Q: 3 clusters Score -5130890 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -5131244.500000 Penalty: 5215.569824
	Iteration 12Q: 3 clusters Score -5131244 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -5131490.000000 Penalty: 5215.569824
	Iteration 13Q: 3 clusters Score -5131490 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -5131642.000000 Penalty: 5215.569824
	Iteration 14Q: 3 clusters Score -5131642 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -5131829.000000 Penalty: 5215.569824
	Iteration 15Q: 3 clusters Score -5131829 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -5131944.000000 Penalty: 5215.569824
	Iteration 16Q: 3 clusters Score -5131944 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -5132039.500000 Penalty: 5215.569824
	Iteration 17Q: 3 clusters Score -5132040 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -5132109.500000 Penalty: 5215.569824
	Iteration 18Q: 3 clusters Score -5132110 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -5132173.500000 Penalty: 5215.569824
	Iteration 19Q: 3 clusters Score -5132174 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -5132248.000000 Penalty: 5215.569824
	Iteration 20F: 3 clusters Score -5132248 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -5132277.000000 Penalty: 5215.569824
	Iteration 21Q: 3 clusters Score -5132277 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -5132319.500000 Penalty: 5215.569824
	Iteration 22Q: 3 clusters Score -5132320 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -5132354.000000 Penalty: 5215.569824
	Iteration 23Q: 3 clusters Score -5132354 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -5132384.000000 Penalty: 5215.569824
	Iteration 24Q: 3 clusters Score -5132384 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -5132414.000000 Penalty: 5215.569824
	Iteration 25Q: 3 clusters Score -5132414 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -5132430.500000 Penalty: 5215.569824
	Iteration 26Q: 3 clusters Score -5132430 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -5132439.500000 Penalty: 5215.569824
	Iteration 27Q: 3 clusters Score -5132440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -5132464.000000 Penalty: 5215.569824
	Iteration 28Q: 3 clusters Score -5132464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -5132466.500000 Penalty: 5215.569824
	Iteration 29Q: 3 clusters Score -5132466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -5132485.500000 Penalty: 5215.569824
	Iteration 30Q: 3 clusters Score -5132486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -5132504.000000 Penalty: 5215.569824
	Iteration 31Q: 3 clusters Score -5132504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -5132518.500000 Penalty: 5215.569824
	Iteration 32Q: 3 clusters Score -5132518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -5132518.000000 Penalty: 5215.569824
	Iteration 33Q: 3 clusters Score -5132518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -5132527.000000 Penalty: 5215.569824
	Iteration 34Q: 3 clusters Score -5132527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -5132536.000000 Penalty: 5215.569824
	Iteration 35Q: 3 clusters Score -5132536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -5132541.000000 Penalty: 5215.569824
	Iteration 36Q: 3 clusters Score -5132541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -5132546.000000 Penalty: 5215.569824
	Iteration 37Q: 3 clusters Score -5132546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -5132551.000000 Penalty: 5215.569824
	Iteration 38Q: 3 clusters Score -5132551 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -5132554.500000 Penalty: 5215.569824
	Iteration 39Q: 3 clusters Score -5132554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -5132564.500000 Penalty: 5215.569824
	Iteration 40F: 3 clusters Score -5132564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -5132576.500000 Penalty: 5215.569824
	Iteration 41Q: 3 clusters Score -5132576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -5132588.000000 Penalty: 5215.569824
	Iteration 42Q: 3 clusters Score -5132588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -5132599.500000 Penalty: 5215.569824
	Iteration 43Q: 3 clusters Score -5132600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -5132609.000000 Penalty: 5215.569824
	Iteration 44Q: 3 clusters Score -5132609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -5132608.500000 Penalty: 5215.569824
	Iteration 45Q: 3 clusters Score -5132608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -5132608.500000 Penalty: 5215.569824
	Iteration 46Q: 3 clusters Score -5132608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -5132614.500000 Penalty: 5215.569824
	Iteration 47Q: 3 clusters Score -5132614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -5132613.000000 Penalty: 5215.569824
	Iteration 48Q: 3 clusters Score -5132613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -5132620.500000 Penalty: 5215.569824
	Iteration 49Q: 3 clusters Score -5132620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -5132623.500000 Penalty: 5215.569824
	Iteration 50Q: 3 clusters Score -5132624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -5132622.000000 Penalty: 5215.569824
	Iteration 51Q: 3 clusters Score -5132622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -5132623.000000 Penalty: 5215.569824
	Iteration 52Q: 3 clusters Score -5132623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -5132624.500000 Penalty: 5215.569824
	Iteration 53Q: 3 clusters Score -5132624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -5132620.500000 Penalty: 5215.569824
	Iteration 54Q: 3 clusters Score -5132620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -5132619.500000 Penalty: 5215.569824
	Iteration 55Q: 3 clusters Score -5132620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -5132618.500000 Penalty: 5215.569824
	Iteration 56Q: 3 clusters Score -5132618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -5132617.000000 Penalty: 5215.569824
	Iteration 57Q: 3 clusters Score -5132617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -5132622.000000 Penalty: 5215.569824
	Iteration 58Q: 3 clusters Score -5132622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -5132622.000000 Penalty: 5215.569824
	Iteration 59F: 3 clusters Score -5132622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -129234.984375 Penalty: 1713.618774
	Iteration 0F: 2 clusters Score -129235 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 504 members 
Entering Unmasked Estep 
Score: -127291.023438 Penalty: 3427.237549
	Iteration 0F: 3 clusters Score -127291 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -127637.539062 Penalty: 3427.237549
	Iteration 1F: 3 clusters Score -127637.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -127834.468750 Penalty: 3427.237549
	Iteration 2F: 3 clusters Score -127834.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -128021.187500 Penalty: 3427.237549
	Iteration 3F: 3 clusters Score -128021.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -128198.960938 Penalty: 3427.237549
	Iteration 4F: 3 clusters Score -128199 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -128401.679688 Penalty: 3427.237549
	Iteration 5F: 3 clusters Score -128401.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -128619.703125 Penalty: 3427.237549
	Iteration 6F: 3 clusters Score -128619.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -128863.117188 Penalty: 3427.237549
	Iteration 7Q: 3 clusters Score -128863.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -128973.890625 Penalty: 3427.237549
	Iteration 8Q: 3 clusters Score -128973.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -128991.906250 Penalty: 3427.237549
	Iteration 9Q: 3 clusters Score -128991.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -128998.867188 Penalty: 3427.237549
	Iteration 10Q: 3 clusters Score -128998.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -128998.867188 Penalty: 3427.237549
	Iteration 11F: 3 clusters Score -128998.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Entering Unmasked Estep 
Score: -200974.218750 Penalty: 1827.817261
	Iteration 0F: 2 clusters Score -200974.2 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 791 members 
Entering Unmasked Estep 
Score: -198774.781250 Penalty: 3655.634521
	Iteration 0F: 3 clusters Score -198774.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -199550.031250 Penalty: 3655.634521
	Iteration 1F: 3 clusters Score -199550 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -199886.453125 Penalty: 3655.634521
	Iteration 2F: 3 clusters Score -199886.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -200169.375000 Penalty: 3655.634521
	Iteration 3F: 3 clusters Score -200169.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -200382.406250 Penalty: 3655.634521
	Iteration 4F: 3 clusters Score -200382.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -200568.453125 Penalty: 3655.634521
	Iteration 5Q: 3 clusters Score -200568.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -200756.250000 Penalty: 3655.634521
	Iteration 6Q: 3 clusters Score -200756.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -200838.156250 Penalty: 3655.634521
	Iteration 7Q: 3 clusters Score -200838.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -200886.968750 Penalty: 3655.634521
	Iteration 8Q: 3 clusters Score -200887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -200904.015625 Penalty: 3655.634521
	Iteration 9Q: 3 clusters Score -200904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -200913.046875 Penalty: 3655.634521
	Iteration 10Q: 3 clusters Score -200913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -200916.187500 Penalty: 3655.634521
	Iteration 11Q: 3 clusters Score -200916.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -200920.000000 Penalty: 3655.634521
	Iteration 12Q: 3 clusters Score -200920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -200921.390625 Penalty: 3655.634521
	Iteration 13Q: 3 clusters Score -200921.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -200922.296875 Penalty: 3655.634521
	Iteration 14Q: 3 clusters Score -200922.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -200922.703125 Penalty: 3655.634521
	Iteration 15Q: 3 clusters Score -200922.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -200924.703125 Penalty: 3655.634521
	Iteration 16F: 3 clusters Score -200924.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -200928.625000 Penalty: 3655.634521
	Iteration 17Q: 3 clusters Score -200928.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -200930.125000 Penalty: 3655.634521
	Iteration 18Q: 3 clusters Score -200930.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -200930.125000 Penalty: 3655.634521
	Iteration 19F: 3 clusters Score -200930.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -70581.007812 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -70581.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68998.382812 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -68998.38 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69193.515625 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -69193.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -69276.179688 Penalty: 3154.348633
	Iteration 2F: 3 clusters Score -69276.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69313.914062 Penalty: 3154.348633
	Iteration 3Q: 3 clusters Score -69313.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69333.890625 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -69333.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69351.468750 Penalty: 3154.348633
	Iteration 5Q: 3 clusters Score -69351.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -69354.804688 Penalty: 3154.348633
	Iteration 6Q: 3 clusters Score -69354.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -69358.820312 Penalty: 3154.348633
	Iteration 7Q: 3 clusters Score -69358.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69361.000000 Penalty: 3154.348633
	Iteration 8Q: 3 clusters Score -69361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69361.000000 Penalty: 3154.348633
	Iteration 9F: 3 clusters Score -69361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (179109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179109 members 
Entering Unmasked Estep 
Score: -24632112.000000 Penalty: 2999.745850
	Iteration 0F: 2 clusters Score -2.463211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89632 members 
Mstep: Class 2 contains 89477 members 
Entering Unmasked Estep 
Score: -24518096.000000 Penalty: 5999.491699
	Iteration 0F: 3 clusters Score -2.45181e+07 nChanged 85747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90545 members 
Mstep: Class 2 contains 88564 members 
Entering Unmasked Estep 
Score: -24568830.000000 Penalty: 5999.491699
	Iteration 1F: 3 clusters Score -2.456883e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91627 members 
Mstep: Class 2 contains 87482 members 
Entering Unmasked Estep 
Score: -24570046.000000 Penalty: 5999.491699
	Iteration 2Q: 3 clusters Score -2.457005e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93220 members 
Mstep: Class 2 contains 85889 members 
Entering Unmasked Estep 
Score: -24571524.000000 Penalty: 5999.491699
	Iteration 3Q: 3 clusters Score -2.457152e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95691 members 
Mstep: Class 2 contains 83418 members 
Entering Unmasked Estep 
Score: -24573478.000000 Penalty: 5999.491699
	Iteration 4Q: 3 clusters Score -2.457348e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99126 members 
Mstep: Class 2 contains 79983 members 
Entering Unmasked Estep 
Score: -24576270.000000 Penalty: 5999.491699
	Iteration 5Q: 3 clusters Score -2.457627e+07 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103660 members 
Mstep: Class 2 contains 75449 members 
Entering Unmasked Estep 
Score: -24580344.000000 Penalty: 5999.491699
	Iteration 6Q: 3 clusters Score -2.458034e+07 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109492 members 
Mstep: Class 2 contains 69617 members 
Entering Unmasked Estep 
Score: -24585886.000000 Penalty: 5999.491699
	Iteration 7F: 3 clusters Score -2.458589e+07 nChanged 10763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116133 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -24592824.000000 Penalty: 5999.491699
	Iteration 8F: 3 clusters Score -2.459282e+07 nChanged 10724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122999 members 
Mstep: Class 2 contains 56110 members 
Entering Unmasked Estep 
Score: -24600434.000000 Penalty: 5999.491699
	Iteration 9F: 3 clusters Score -2.460043e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129247 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -24607112.000000 Penalty: 5999.491699
	Iteration 10F: 3 clusters Score -2.460711e+07 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134256 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -24612060.000000 Penalty: 5999.491699
	Iteration 11Q: 3 clusters Score -2.461206e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138427 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -24614946.000000 Penalty: 5999.491699
	Iteration 12Q: 3 clusters Score -2.461495e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142363 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -24617052.000000 Penalty: 5999.491699
	Iteration 13Q: 3 clusters Score -2.461705e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146314 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -24618938.000000 Penalty: 5999.491699
	Iteration 14Q: 3 clusters Score -2.461894e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150146 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -24620360.000000 Penalty: 5999.491699
	Iteration 15Q: 3 clusters Score -2.462036e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153804 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -24621720.000000 Penalty: 5999.491699
	Iteration 16Q: 3 clusters Score -2.462172e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157275 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -24623152.000000 Penalty: 5999.491699
	Iteration 17Q: 3 clusters Score -2.462315e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160426 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -24624482.000000 Penalty: 5999.491699
	Iteration 18Q: 3 clusters Score -2.462448e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163162 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -24625562.000000 Penalty: 5999.491699
	Iteration 19Q: 3 clusters Score -2.462556e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165537 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -24626340.000000 Penalty: 5999.491699
	Iteration 20F: 3 clusters Score -2.462634e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167586 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -24627286.000000 Penalty: 5999.491699
	Iteration 21Q: 3 clusters Score -2.462729e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169268 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -24627734.000000 Penalty: 5999.491699
	Iteration 22Q: 3 clusters Score -2.462773e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170623 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -24628196.000000 Penalty: 5999.491699
	Iteration 23Q: 3 clusters Score -2.46282e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171799 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -24628620.000000 Penalty: 5999.491699
	Iteration 24Q: 3 clusters Score -2.462862e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172731 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -24629008.000000 Penalty: 5999.491699
	Iteration 25Q: 3 clusters Score -2.462901e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173491 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -24629300.000000 Penalty: 5999.491699
	Iteration 26Q: 3 clusters Score -2.46293e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174111 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -24629610.000000 Penalty: 5999.491699
	Iteration 27Q: 3 clusters Score -2.462961e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174563 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -24629766.000000 Penalty: 5999.491699
	Iteration 28Q: 3 clusters Score -2.462977e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174917 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -24629912.000000 Penalty: 5999.491699
	Iteration 29Q: 3 clusters Score -2.462991e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175202 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -24630020.000000 Penalty: 5999.491699
	Iteration 30Q: 3 clusters Score -2.463002e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175414 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -24630050.000000 Penalty: 5999.491699
	Iteration 31Q: 3 clusters Score -2.463005e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175567 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -24630008.000000 Penalty: 5999.491699
	Iteration 32Q: 3 clusters Score -2.463001e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175675 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -24630044.000000 Penalty: 5999.491699
	Iteration 33Q: 3 clusters Score -2.463004e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175771 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -24630054.000000 Penalty: 5999.491699
	Iteration 34Q: 3 clusters Score -2.463005e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175852 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -24630066.000000 Penalty: 5999.491699
	Iteration 35Q: 3 clusters Score -2.463007e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175920 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -24630104.000000 Penalty: 5999.491699
	Iteration 36Q: 3 clusters Score -2.46301e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175978 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -24630170.000000 Penalty: 5999.491699
	Iteration 37Q: 3 clusters Score -2.463017e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176034 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -24630172.000000 Penalty: 5999.491699
	Iteration 38Q: 3 clusters Score -2.463017e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176078 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -24630186.000000 Penalty: 5999.491699
	Iteration 39Q: 3 clusters Score -2.463019e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176116 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -24630188.000000 Penalty: 5999.491699
	Iteration 40F: 3 clusters Score -2.463019e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176135 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -24630220.000000 Penalty: 5999.491699
	Iteration 41Q: 3 clusters Score -2.463022e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176157 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -24630200.000000 Penalty: 5999.491699
	Iteration 42Q: 3 clusters Score -2.46302e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176173 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -24630198.000000 Penalty: 5999.491699
	Iteration 43Q: 3 clusters Score -2.46302e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176192 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -24630218.000000 Penalty: 5999.491699
	Iteration 44Q: 3 clusters Score -2.463022e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176213 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -24630212.000000 Penalty: 5999.491699
	Iteration 45Q: 3 clusters Score -2.463021e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176228 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -24630212.000000 Penalty: 5999.491699
	Iteration 46Q: 3 clusters Score -2.463021e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176244 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -24630194.000000 Penalty: 5999.491699
	Iteration 47Q: 3 clusters Score -2.463019e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176253 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -24630208.000000 Penalty: 5999.491699
	Iteration 48Q: 3 clusters Score -2.463021e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176262 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -24630182.000000 Penalty: 5999.491699
	Iteration 49Q: 3 clusters Score -2.463018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176272 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -24630172.000000 Penalty: 5999.491699
	Iteration 50Q: 3 clusters Score -2.463017e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176286 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -24630186.000000 Penalty: 5999.491699
	Iteration 51Q: 3 clusters Score -2.463019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176292 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -24630194.000000 Penalty: 5999.491699
	Iteration 52Q: 3 clusters Score -2.463019e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176298 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -24630188.000000 Penalty: 5999.491699
	Iteration 53Q: 3 clusters Score -2.463019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176301 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -24630202.000000 Penalty: 5999.491699
	Iteration 54Q: 3 clusters Score -2.46302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176306 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -24630188.000000 Penalty: 5999.491699
	Iteration 55Q: 3 clusters Score -2.463019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176310 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -24630186.000000 Penalty: 5999.491699
	Iteration 56Q: 3 clusters Score -2.463019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176312 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -24630166.000000 Penalty: 5999.491699
	Iteration 57Q: 3 clusters Score -2.463017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176317 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -24630176.000000 Penalty: 5999.491699
	Iteration 58Q: 3 clusters Score -2.463018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176320 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -24630168.000000 Penalty: 5999.491699
	Iteration 59Q: 3 clusters Score -2.463017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176321 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -24630168.000000 Penalty: 5999.491699
	Iteration 60F: 3 clusters Score -2.463017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176321 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -24630162.000000 Penalty: 5999.491699
	Iteration 61Q: 3 clusters Score -2.463016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176323 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -24630180.000000 Penalty: 5999.491699
	Iteration 62Q: 3 clusters Score -2.463018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176326 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -24630170.000000 Penalty: 5999.491699
	Iteration 63Q: 3 clusters Score -2.463017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176331 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -24630170.000000 Penalty: 5999.491699
	Iteration 64Q: 3 clusters Score -2.463017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176331 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -24630160.000000 Penalty: 5999.491699
	Iteration 65Q: 3 clusters Score -2.463016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176330 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -24630174.000000 Penalty: 5999.491699
	Iteration 66Q: 3 clusters Score -2.463017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176331 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -24630158.000000 Penalty: 5999.491699
	Iteration 67Q: 3 clusters Score -2.463016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176331 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -24630158.000000 Penalty: 5999.491699
	Iteration 68F: 3 clusters Score -2.463016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Entering Unmasked Estep 
Score: -4262985.000000 Penalty: 2560.955078
	Iteration 0F: 2 clusters Score -4262985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -4242009.500000 Penalty: 5121.910156
	Iteration 0F: 3 clusters Score -4242010 nChanged 13832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -4249426.500000 Penalty: 5121.910156
	Iteration 1F: 3 clusters Score -4249426 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -4249803.500000 Penalty: 5121.910156
	Iteration 2Q: 3 clusters Score -4249804 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -4250104.000000 Penalty: 5121.910156
	Iteration 3Q: 3 clusters Score -4250104 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -4250384.000000 Penalty: 5121.910156
	Iteration 4Q: 3 clusters Score -4250384 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -4250666.500000 Penalty: 5121.910156
	Iteration 5Q: 3 clusters Score -4250666 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -4250922.000000 Penalty: 5121.910156
	Iteration 6Q: 3 clusters Score -4250922 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -4251174.500000 Penalty: 5121.910156
	Iteration 7Q: 3 clusters Score -4251174 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -4251474.000000 Penalty: 5121.910156
	Iteration 8Q: 3 clusters Score -4251474 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -4251871.500000 Penalty: 5121.910156
	Iteration 9Q: 3 clusters Score -4251872 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -4252393.000000 Penalty: 5121.910156
	Iteration 10Q: 3 clusters Score -4252393 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -4253047.000000 Penalty: 5121.910156
	Iteration 11Q: 3 clusters Score -4253047 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -4253946.500000 Penalty: 5121.910156
	Iteration 12Q: 3 clusters Score -4253946 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -4255064.000000 Penalty: 5121.910156
	Iteration 13F: 3 clusters Score -4255064 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -4256174.000000 Penalty: 5121.910156
	Iteration 14F: 3 clusters Score -4256174 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -4256966.500000 Penalty: 5121.910156
	Iteration 15Q: 3 clusters Score -4256966 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -4257451.500000 Penalty: 5121.910156
	Iteration 16Q: 3 clusters Score -4257452 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -4257720.000000 Penalty: 5121.910156
	Iteration 17Q: 3 clusters Score -4257720 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -4257851.500000 Penalty: 5121.910156
	Iteration 18Q: 3 clusters Score -4257852 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -4257968.500000 Penalty: 5121.910156
	Iteration 19Q: 3 clusters Score -4257968 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -4258079.500000 Penalty: 5121.910156
	Iteration 20F: 3 clusters Score -4258080 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -4258179.500000 Penalty: 5121.910156
	Iteration 21Q: 3 clusters Score -4258180 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -4258284.000000 Penalty: 5121.910156
	Iteration 22Q: 3 clusters Score -4258284 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -4258356.500000 Penalty: 5121.910156
	Iteration 23Q: 3 clusters Score -4258356 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -4258415.500000 Penalty: 5121.910156
	Iteration 24Q: 3 clusters Score -4258416 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -4258486.000000 Penalty: 5121.910156
	Iteration 25Q: 3 clusters Score -4258486 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -4258530.500000 Penalty: 5121.910156
	Iteration 26Q: 3 clusters Score -4258530 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -4258584.000000 Penalty: 5121.910156
	Iteration 27Q: 3 clusters Score -4258584 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -4258622.000000 Penalty: 5121.910156
	Iteration 28Q: 3 clusters Score -4258622 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -4258658.500000 Penalty: 5121.910156
	Iteration 29Q: 3 clusters Score -4258658 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -4258681.000000 Penalty: 5121.910156
	Iteration 30Q: 3 clusters Score -4258681 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -4258726.000000 Penalty: 5121.910156
	Iteration 31Q: 3 clusters Score -4258726 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -4258747.500000 Penalty: 5121.910156
	Iteration 32Q: 3 clusters Score -4258748 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -4258773.000000 Penalty: 5121.910156
	Iteration 33Q: 3 clusters Score -4258773 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -4258786.500000 Penalty: 5121.910156
	Iteration 34Q: 3 clusters Score -4258786 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -4258803.500000 Penalty: 5121.910156
	Iteration 35Q: 3 clusters Score -4258804 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -4258827.500000 Penalty: 5121.910156
	Iteration 36Q: 3 clusters Score -4258828 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -4258872.500000 Penalty: 5121.910156
	Iteration 37Q: 3 clusters Score -4258872 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -4258904.500000 Penalty: 5121.910156
	Iteration 38Q: 3 clusters Score -4258904 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -4258922.500000 Penalty: 5121.910156
	Iteration 39Q: 3 clusters Score -4258922 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -4258933.500000 Penalty: 5121.910156
	Iteration 40F: 3 clusters Score -4258934 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 8579 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4259172 nChanged 153
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Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4259203 nChanged 166
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Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4259392 nChanged 170
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Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24179 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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	Iteration 60F: 3 clusters Score -4259518 nChanged 122
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Mstep: Class 1 contains 24579 members 
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Mstep: Class 2 contains 5827 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 5135 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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	Iteration 79Q: 3 clusters Score -4260070 nChanged 114
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	Iteration 80F: 3 clusters Score -4260089 nChanged 110
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	Iteration 85Q: 3 clusters Score -4260218 nChanged 106
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	Iteration 86Q: 3 clusters Score -4260262 nChanged 97
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	Iteration 87Q: 3 clusters Score -4260289 nChanged 99
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	Iteration 88Q: 3 clusters Score -4260316 nChanged 84
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	Iteration 89Q: 3 clusters Score -4260341 nChanged 83
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	Iteration 90Q: 3 clusters Score -4260350 nChanged 84
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	Iteration 93Q: 3 clusters Score -4260424 nChanged 54
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	Iteration 94Q: 3 clusters Score -4260438 nChanged 54
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	Iteration 95Q: 3 clusters Score -4260444 nChanged 58
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	Iteration 96Q: 3 clusters Score -4260468 nChanged 49
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	Iteration 97Q: 3 clusters Score -4260481 nChanged 57
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	Iteration 99Q: 3 clusters Score -4260522 nChanged 41
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4260524 nChanged 39
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4260538 nChanged 42
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4260562 nChanged 36
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4260580 nChanged 35
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	Iteration 106Q: 3 clusters Score -4260603 nChanged 43
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4260620 nChanged 21
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4260631 nChanged 26
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	Iteration 109Q: 3 clusters Score -4260634 nChanged 27
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	Iteration 110Q: 3 clusters Score -4260636 nChanged 23
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4260642 nChanged 24
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	Iteration 113Q: 3 clusters Score -4260663 nChanged 23
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	Iteration 114Q: 3 clusters Score -4260666 nChanged 25
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	Iteration 115Q: 3 clusters Score -4260677 nChanged 17
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	Iteration 119Q: 3 clusters Score -4260710 nChanged 19
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	Iteration 120F: 3 clusters Score -4260709 nChanged 16
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	Iteration 121Q: 3 clusters Score -4260712 nChanged 14
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4260714 nChanged 12
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4260726 nChanged 13
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4260730 nChanged 13
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	Iteration 125Q: 3 clusters Score -4260729 nChanged 5
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	Iteration 126Q: 3 clusters Score -4260728 nChanged 5
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	Iteration 127Q: 3 clusters Score -4260734 nChanged 7
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	Iteration 128Q: 3 clusters Score -4260736 nChanged 5
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4260736 nChanged 7
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4260733 nChanged 5
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4260740 nChanged 5
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Entering Unmasked Estep 
Score: -4260741.000000 Penalty: 5121.910156
	Iteration 132Q: 3 clusters Score -4260741 nChanged 7
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Entering Unmasked Estep 
Score: -4260742.500000 Penalty: 5121.910156
	Iteration 133Q: 3 clusters Score -4260742 nChanged 5
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Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4260745.500000 Penalty: 5121.910156
	Iteration 134Q: 3 clusters Score -4260746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4260757.500000 Penalty: 5121.910156
	Iteration 135Q: 3 clusters Score -4260758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4260754.500000 Penalty: 5121.910156
	Iteration 136Q: 3 clusters Score -4260754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4260756.500000 Penalty: 5121.910156
	Iteration 137Q: 3 clusters Score -4260756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4260762.500000 Penalty: 5121.910156
	Iteration 138Q: 3 clusters Score -4260762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4260760.000000 Penalty: 5121.910156
	Iteration 139Q: 3 clusters Score -4260760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4260767.500000 Penalty: 5121.910156
	Iteration 140F: 3 clusters Score -4260768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4260771.000000 Penalty: 5121.910156
	Iteration 141Q: 3 clusters Score -4260771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4260772.000000 Penalty: 5121.910156
	Iteration 142Q: 3 clusters Score -4260772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4260782.000000 Penalty: 5121.910156
	Iteration 143Q: 3 clusters Score -4260782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4260779.500000 Penalty: 5121.910156
	Iteration 144Q: 3 clusters Score -4260780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4260781.500000 Penalty: 5121.910156
	Iteration 145Q: 3 clusters Score -4260782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4260780.000000 Penalty: 5121.910156
	Iteration 146Q: 3 clusters Score -4260780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4260786.500000 Penalty: 5121.910156
	Iteration 147Q: 3 clusters Score -4260786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4260782.500000 Penalty: 5121.910156
	Iteration 148Q: 3 clusters Score -4260782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4260787.500000 Penalty: 5121.910156
	Iteration 149Q: 3 clusters Score -4260788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4260789.000000 Penalty: 5121.910156
	Iteration 150Q: 3 clusters Score -4260789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4260791.000000 Penalty: 5121.910156
	Iteration 151Q: 3 clusters Score -4260791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4260794.000000 Penalty: 5121.910156
	Iteration 152Q: 3 clusters Score -4260794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4260796.500000 Penalty: 5121.910156
	Iteration 153Q: 3 clusters Score -4260796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4260795.500000 Penalty: 5121.910156
	Iteration 154Q: 3 clusters Score -4260796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4260797.000000 Penalty: 5121.910156
	Iteration 155Q: 3 clusters Score -4260797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4260798.000000 Penalty: 5121.910156
	Iteration 156Q: 3 clusters Score -4260798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4260799.000000 Penalty: 5121.910156
	Iteration 157Q: 3 clusters Score -4260799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4260799.000000 Penalty: 5121.910156
	Iteration 158F: 3 clusters Score -4260799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -62847.503906 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -62847.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61348.570312 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -61348.57 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61608.175781 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -61608.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61745.472656 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -61745.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61861.570312 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -61861.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61941.738281 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -61941.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62097.613281 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -62097.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -62289.199219 Penalty: 3120.618408
	Iteration 6F: 3 clusters Score -62289.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -62510.121094 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -62510.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62742.265625 Penalty: 3120.618408
	Iteration 8F: 3 clusters Score -62742.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63027.324219 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -63027.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63172.355469 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -63172.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63319.988281 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -63319.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63345.191406 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -63345.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63356.394531 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -63356.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63359.878906 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -63359.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63359.878906 Penalty: 3120.618408
	Iteration 15F: 3 clusters Score -63359.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 172393 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 57127 members 
Mstep: Class 5 contains 6620 members 
Mstep: Class 6 contains 13309 members 
Mstep: Class 7 contains 201165 members 
Mstep: Class 8 contains 66790 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36874 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 14 contains 269 members 
Mstep: Class 16 contains 179109 members 
Mstep: Class 17 contains 30529 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 23 contains 15982 members 
Entering Unmasked Estep 
Score: -116075488.000000 Penalty: 60989.933594
Splitting cluster 19 changes total score from -116076816.000000 to -116075488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (15982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Entering Unmasked Estep 
Score: -2231580.750000 Penalty: 2400.446045
	Iteration 0F: 2 clusters Score -2231581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2220041.000000 Penalty: 4800.892090
	Iteration 0F: 3 clusters Score -2220041 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2223749.500000 Penalty: 4800.892090
	Iteration 1F: 3 clusters Score -2223750 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2224122.000000 Penalty: 4800.892090
	Iteration 2F: 3 clusters Score -2224122 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2224400.750000 Penalty: 4800.892090
	Iteration 3Q: 3 clusters Score -2224401 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2224629.750000 Penalty: 4800.892090
	Iteration 4Q: 3 clusters Score -2224630 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2224846.750000 Penalty: 4800.892090
	Iteration 5Q: 3 clusters Score -2224847 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2225053.250000 Penalty: 4800.892090
	Iteration 6Q: 3 clusters Score -2225053 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2225278.500000 Penalty: 4800.892090
	Iteration 7Q: 3 clusters Score -2225278 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2225530.750000 Penalty: 4800.892090
	Iteration 8Q: 3 clusters Score -2225531 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2225852.750000 Penalty: 4800.892090
	Iteration 9Q: 3 clusters Score -2225853 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2226247.000000 Penalty: 4800.892090
	Iteration 10Q: 3 clusters Score -2226247 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2226677.000000 Penalty: 4800.892090
	Iteration 11Q: 3 clusters Score -2226677 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2227148.750000 Penalty: 4800.892090
	Iteration 12Q: 3 clusters Score -2227149 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2227710.750000 Penalty: 4800.892090
	Iteration 13Q: 3 clusters Score -2227711 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2228199.500000 Penalty: 4800.892090
	Iteration 14Q: 3 clusters Score -2228200 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2228549.250000 Penalty: 4800.892090
	Iteration 15Q: 3 clusters Score -2228549 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2228806.250000 Penalty: 4800.892090
	Iteration 16Q: 3 clusters Score -2228806 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2228982.000000 Penalty: 4800.892090
	Iteration 17Q: 3 clusters Score -2228982 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2229103.500000 Penalty: 4800.892090
	Iteration 18Q: 3 clusters Score -2229104 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2229199.500000 Penalty: 4800.892090
	Iteration 19Q: 3 clusters Score -2229200 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2229263.500000 Penalty: 4800.892090
	Iteration 20F: 3 clusters Score -2229264 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2229316.750000 Penalty: 4800.892090
	Iteration 21Q: 3 clusters Score -2229317 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2229342.750000 Penalty: 4800.892090
	Iteration 22Q: 3 clusters Score -2229343 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2229376.250000 Penalty: 4800.892090
	Iteration 23Q: 3 clusters Score -2229376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2229400.750000 Penalty: 4800.892090
	Iteration 24Q: 3 clusters Score -2229401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2229427.250000 Penalty: 4800.892090
	Iteration 25Q: 3 clusters Score -2229427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2229448.500000 Penalty: 4800.892090
	Iteration 26Q: 3 clusters Score -2229448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2229472.750000 Penalty: 4800.892090
	Iteration 27Q: 3 clusters Score -2229473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2229493.250000 Penalty: 4800.892090
	Iteration 28Q: 3 clusters Score -2229493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -2229503.500000 Penalty: 4800.892090
	Iteration 29Q: 3 clusters Score -2229504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2229507.500000 Penalty: 4800.892090
	Iteration 30Q: 3 clusters Score -2229508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2229512.500000 Penalty: 4800.892090
	Iteration 31Q: 3 clusters Score -2229512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2229516.500000 Penalty: 4800.892090
	Iteration 32Q: 3 clusters Score -2229516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2229520.000000 Penalty: 4800.892090
	Iteration 33Q: 3 clusters Score -2229520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2229527.250000 Penalty: 4800.892090
	Iteration 34Q: 3 clusters Score -2229527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2229529.000000 Penalty: 4800.892090
	Iteration 35Q: 3 clusters Score -2229529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2229529.750000 Penalty: 4800.892090
	Iteration 36Q: 3 clusters Score -2229530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2229530.000000 Penalty: 4800.892090
	Iteration 37Q: 3 clusters Score -2229530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2229531.250000 Penalty: 4800.892090
	Iteration 38Q: 3 clusters Score -2229531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2229531.250000 Penalty: 4800.892090
	Iteration 39F: 3 clusters Score -2229531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 172393 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 57127 members 
Mstep: Class 5 contains 6620 members 
Mstep: Class 6 contains 13309 members 
Mstep: Class 7 contains 201165 members 
Mstep: Class 8 contains 66790 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36874 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179109 members 
Mstep: Class 17 contains 30529 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076832.000000 Penalty: 57601.605469
Iteration 439Q: 18 clusters Score -1.160768e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51694 members 
Mstep: Class 2 contains 172394 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 57126 members 
Mstep: Class 5 contains 6620 members 
Mstep: Class 6 contains 13310 members 
Mstep: Class 7 contains 201169 members 
Mstep: Class 8 contains 66789 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36874 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179106 members 
Mstep: Class 17 contains 30529 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076824.000000 Penalty: 57601.605469
Iteration 440F: 18 clusters Score -1.160768e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 172391 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57127 members 
Mstep: Class 5 contains 6620 members 
Mstep: Class 6 contains 13310 members 
Mstep: Class 7 contains 201174 members 
Mstep: Class 8 contains 66791 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36872 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179101 members 
Mstep: Class 17 contains 30529 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076816.000000 Penalty: 57601.605469
Iteration 441Q: 18 clusters Score -1.160768e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 172398 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57126 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13310 members 
Mstep: Class 7 contains 201170 members 
Mstep: Class 8 contains 66792 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36871 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179099 members 
Mstep: Class 17 contains 30530 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076840.000000 Penalty: 57601.605469
Iteration 442Q: 18 clusters Score -1.160768e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 172399 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57125 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13310 members 
Mstep: Class 7 contains 201169 members 
Mstep: Class 8 contains 66795 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36872 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179098 members 
Mstep: Class 17 contains 30530 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076800.000000 Penalty: 57601.605469
Iteration 443Q: 18 clusters Score -1.160768e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 172399 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57124 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13310 members 
Mstep: Class 7 contains 201171 members 
Mstep: Class 8 contains 66796 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36872 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179097 members 
Mstep: Class 17 contains 30530 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076784.000000 Penalty: 57601.605469
Iteration 444Q: 18 clusters Score -1.160768e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 172399 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 57123 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13311 members 
Mstep: Class 7 contains 201168 members 
Mstep: Class 8 contains 66801 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36872 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179095 members 
Mstep: Class 17 contains 30532 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076792.000000 Penalty: 57601.605469
Iteration 445Q: 18 clusters Score -1.160768e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 172402 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 57122 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13311 members 
Mstep: Class 7 contains 201168 members 
Mstep: Class 8 contains 66800 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36871 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179099 members 
Mstep: Class 17 contains 30532 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076736.000000 Penalty: 57601.605469
Iteration 446Q: 18 clusters Score -1.160767e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 172396 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57120 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13312 members 
Mstep: Class 7 contains 201177 members 
Mstep: Class 8 contains 66802 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36871 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179098 members 
Mstep: Class 17 contains 30532 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076760.000000 Penalty: 57601.605469
Iteration 447Q: 18 clusters Score -1.160768e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 172401 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57120 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13313 members 
Mstep: Class 7 contains 201176 members 
Mstep: Class 8 contains 66805 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36870 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179093 members 
Mstep: Class 17 contains 30532 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076680.000000 Penalty: 57601.605469
Iteration 448Q: 18 clusters Score -1.160767e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 172401 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57119 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13315 members 
Mstep: Class 7 contains 201181 members 
Mstep: Class 8 contains 66807 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36871 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179093 members 
Mstep: Class 17 contains 30530 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076696.000000 Penalty: 57601.605469
Iteration 449Q: 18 clusters Score -1.160767e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 172405 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 57120 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13317 members 
Mstep: Class 7 contains 201181 members 
Mstep: Class 8 contains 66806 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36871 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179097 members 
Mstep: Class 17 contains 30529 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076744.000000 Penalty: 57601.605469
Iteration 450Q: 18 clusters Score -1.160767e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 172409 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 57120 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13319 members 
Mstep: Class 7 contains 201187 members 
Mstep: Class 8 contains 66804 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36870 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179092 members 
Mstep: Class 17 contains 30529 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076648.000000 Penalty: 57601.605469
Iteration 451Q: 18 clusters Score -1.160766e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 172408 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 57120 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 13318 members 
Mstep: Class 7 contains 201187 members 
Mstep: Class 8 contains 66805 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36870 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179091 members 
Mstep: Class 17 contains 30529 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076664.000000 Penalty: 57601.605469
Iteration 452Q: 18 clusters Score -1.160767e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 172410 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57120 members 
Mstep: Class 5 contains 6618 members 
Mstep: Class 6 contains 13321 members 
Mstep: Class 7 contains 201190 members 
Mstep: Class 8 contains 66805 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36870 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179083 members 
Mstep: Class 17 contains 30531 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076616.000000 Penalty: 57601.605469
Iteration 453Q: 18 clusters Score -1.160766e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 172418 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 57123 members 
Mstep: Class 5 contains 6616 members 
Mstep: Class 6 contains 13321 members 
Mstep: Class 7 contains 201187 members 
Mstep: Class 8 contains 66803 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36870 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179083 members 
Mstep: Class 17 contains 30530 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076648.000000 Penalty: 57601.605469
Iteration 454Q: 18 clusters Score -1.160766e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 172416 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57123 members 
Mstep: Class 5 contains 6615 members 
Mstep: Class 6 contains 13322 members 
Mstep: Class 7 contains 201183 members 
Mstep: Class 8 contains 66806 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36870 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179082 members 
Mstep: Class 17 contains 30530 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076736.000000 Penalty: 57601.605469
Iteration 455Q: 18 clusters Score -1.160767e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 172418 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57120 members 
Mstep: Class 5 contains 6613 members 
Mstep: Class 6 contains 13323 members 
Mstep: Class 7 contains 201184 members 
Mstep: Class 8 contains 66807 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36870 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179079 members 
Mstep: Class 17 contains 30533 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076688.000000 Penalty: 57601.605469
Iteration 456Q: 18 clusters Score -1.160767e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 172424 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57118 members 
Mstep: Class 5 contains 6612 members 
Mstep: Class 6 contains 13323 members 
Mstep: Class 7 contains 201183 members 
Mstep: Class 8 contains 66806 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36871 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179077 members 
Mstep: Class 17 contains 30535 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076616.000000 Penalty: 57601.605469
Iteration 457Q: 18 clusters Score -1.160766e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 172429 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57119 members 
Mstep: Class 5 contains 6609 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201179 members 
Mstep: Class 8 contains 66807 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36870 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179074 members 
Mstep: Class 17 contains 30536 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076672.000000 Penalty: 57601.605469
Iteration 458Q: 18 clusters Score -1.160767e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 172429 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57118 members 
Mstep: Class 5 contains 6607 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201176 members 
Mstep: Class 8 contains 66808 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36870 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179078 members 
Mstep: Class 17 contains 30536 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076648.000000 Penalty: 57601.605469
Iteration 459Q: 18 clusters Score -1.160766e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51685 members 
Mstep: Class 2 contains 172426 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57117 members 
Mstep: Class 5 contains 6606 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201173 members 
Mstep: Class 8 contains 66809 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 36869 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179083 members 
Mstep: Class 17 contains 30535 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076688.000000 Penalty: 57601.605469
Iteration 460F: 18 clusters Score -1.160767e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 172420 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57119 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13323 members 
Mstep: Class 7 contains 201173 members 
Mstep: Class 8 contains 66807 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36867 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179084 members 
Mstep: Class 17 contains 30536 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076672.000000 Penalty: 57601.605469
Iteration 461Q: 18 clusters Score -1.160767e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 172412 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57119 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13323 members 
Mstep: Class 7 contains 201176 members 
Mstep: Class 8 contains 66808 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36864 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179093 members 
Mstep: Class 17 contains 30535 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076664.000000 Penalty: 57601.605469
Iteration 462Q: 18 clusters Score -1.160767e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 172406 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57119 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13322 members 
Mstep: Class 7 contains 201176 members 
Mstep: Class 8 contains 66809 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36864 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179098 members 
Mstep: Class 17 contains 30537 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076632.000000 Penalty: 57601.605469
Iteration 463Q: 18 clusters Score -1.160766e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 172407 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57119 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13322 members 
Mstep: Class 7 contains 201172 members 
Mstep: Class 8 contains 66807 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36865 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179101 members 
Mstep: Class 17 contains 30537 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076576.000000 Penalty: 57601.605469
Iteration 464Q: 18 clusters Score -1.160766e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 172409 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57120 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13323 members 
Mstep: Class 7 contains 201170 members 
Mstep: Class 8 contains 66805 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36864 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179103 members 
Mstep: Class 17 contains 30537 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076528.000000 Penalty: 57601.605469
Iteration 465Q: 18 clusters Score -1.160765e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 172412 members 
Mstep: Class 3 contains 20725 members 
Mstep: Class 4 contains 57119 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201165 members 
Mstep: Class 8 contains 66807 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36865 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179101 members 
Mstep: Class 17 contains 30537 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076576.000000 Penalty: 57601.605469
Iteration 466Q: 18 clusters Score -1.160766e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 172405 members 
Mstep: Class 3 contains 20727 members 
Mstep: Class 4 contains 57119 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13325 members 
Mstep: Class 7 contains 201163 members 
Mstep: Class 8 contains 66807 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36867 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179106 members 
Mstep: Class 17 contains 30537 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076576.000000 Penalty: 57601.605469
Iteration 467Q: 18 clusters Score -1.160766e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 172414 members 
Mstep: Class 3 contains 20728 members 
Mstep: Class 4 contains 57117 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201153 members 
Mstep: Class 8 contains 66807 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36870 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179105 members 
Mstep: Class 17 contains 30537 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076560.000000 Penalty: 57601.605469
Iteration 468Q: 18 clusters Score -1.160766e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 172415 members 
Mstep: Class 3 contains 20727 members 
Mstep: Class 4 contains 57116 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13325 members 
Mstep: Class 7 contains 201145 members 
Mstep: Class 8 contains 66807 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36872 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179108 members 
Mstep: Class 17 contains 30537 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076568.000000 Penalty: 57601.605469
Iteration 469Q: 18 clusters Score -1.160766e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 172429 members 
Mstep: Class 3 contains 20726 members 
Mstep: Class 4 contains 57116 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13325 members 
Mstep: Class 7 contains 201130 members 
Mstep: Class 8 contains 66808 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36872 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179110 members 
Mstep: Class 17 contains 30537 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076608.000000 Penalty: 57601.605469
Iteration 470Q: 18 clusters Score -1.160766e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 172434 members 
Mstep: Class 3 contains 20727 members 
Mstep: Class 4 contains 57117 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13325 members 
Mstep: Class 7 contains 201123 members 
Mstep: Class 8 contains 66806 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36872 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179110 members 
Mstep: Class 17 contains 30540 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076600.000000 Penalty: 57601.605469
Iteration 471Q: 18 clusters Score -1.160766e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 172447 members 
Mstep: Class 3 contains 20729 members 
Mstep: Class 4 contains 57117 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13325 members 
Mstep: Class 7 contains 201107 members 
Mstep: Class 8 contains 66807 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36872 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179109 members 
Mstep: Class 17 contains 30542 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076520.000000 Penalty: 57601.605469
Iteration 472Q: 18 clusters Score -1.160765e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 172441 members 
Mstep: Class 3 contains 20729 members 
Mstep: Class 4 contains 57118 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13325 members 
Mstep: Class 7 contains 201103 members 
Mstep: Class 8 contains 66810 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36874 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179112 members 
Mstep: Class 17 contains 30543 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076584.000000 Penalty: 57601.605469
Iteration 473Q: 18 clusters Score -1.160766e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 172442 members 
Mstep: Class 3 contains 20728 members 
Mstep: Class 4 contains 57118 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13325 members 
Mstep: Class 7 contains 201102 members 
Mstep: Class 8 contains 66811 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36874 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179110 members 
Mstep: Class 17 contains 30545 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076592.000000 Penalty: 57601.605469
Iteration 474Q: 18 clusters Score -1.160766e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 172451 members 
Mstep: Class 3 contains 20727 members 
Mstep: Class 4 contains 57116 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13325 members 
Mstep: Class 7 contains 201100 members 
Mstep: Class 8 contains 66811 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179107 members 
Mstep: Class 17 contains 30546 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076600.000000 Penalty: 57601.605469
Iteration 475Q: 18 clusters Score -1.160766e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 172453 members 
Mstep: Class 3 contains 20728 members 
Mstep: Class 4 contains 57117 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13325 members 
Mstep: Class 7 contains 201094 members 
Mstep: Class 8 contains 66811 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179108 members 
Mstep: Class 17 contains 30547 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076568.000000 Penalty: 57601.605469
Iteration 476Q: 18 clusters Score -1.160766e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 172458 members 
Mstep: Class 3 contains 20728 members 
Mstep: Class 4 contains 57116 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13325 members 
Mstep: Class 7 contains 201086 members 
Mstep: Class 8 contains 66812 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179109 members 
Mstep: Class 17 contains 30549 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076568.000000 Penalty: 57601.605469
Iteration 477Q: 18 clusters Score -1.160766e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51685 members 
Mstep: Class 2 contains 172462 members 
Mstep: Class 3 contains 20728 members 
Mstep: Class 4 contains 57115 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13325 members 
Mstep: Class 7 contains 201082 members 
Mstep: Class 8 contains 66814 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179110 members 
Mstep: Class 17 contains 30548 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076504.000000 Penalty: 57601.605469
Iteration 478Q: 18 clusters Score -1.160765e+08 nChanged 5
Entering ConstructFrom: 
Score: -116076504.000000 Penalty: 57601.605469
Entering ConstructFrom: 
Trying to split cluster 1 (51684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Entering Unmasked Estep 
Score: -7193731.000000 Penalty: 2691.520020
	Iteration 0F: 2 clusters Score -7193731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -7158942.000000 Penalty: 5383.040039
	Iteration 0F: 3 clusters Score -7158942 nChanged 23941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -7172251.000000 Penalty: 5383.040039
	Iteration 1F: 3 clusters Score -7172251 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -7172741.000000 Penalty: 5383.040039
	Iteration 2Q: 3 clusters Score -7172741 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -7173102.000000 Penalty: 5383.040039
	Iteration 3Q: 3 clusters Score -7173102 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -7173484.500000 Penalty: 5383.040039
	Iteration 4Q: 3 clusters Score -7173484 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -7173836.500000 Penalty: 5383.040039
	Iteration 5Q: 3 clusters Score -7173836 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -7174205.500000 Penalty: 5383.040039
	Iteration 6Q: 3 clusters Score -7174206 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -7174654.500000 Penalty: 5383.040039
	Iteration 7Q: 3 clusters Score -7174654 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -7175099.500000 Penalty: 5383.040039
	Iteration 8Q: 3 clusters Score -7175100 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -7175704.500000 Penalty: 5383.040039
	Iteration 9Q: 3 clusters Score -7175704 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -7176536.500000 Penalty: 5383.040039
	Iteration 10Q: 3 clusters Score -7176536 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -7177675.000000 Penalty: 5383.040039
	Iteration 11Q: 3 clusters Score -7177675 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -7179175.000000 Penalty: 5383.040039
	Iteration 12Q: 3 clusters Score -7179175 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -7181038.000000 Penalty: 5383.040039
	Iteration 13F: 3 clusters Score -7181038 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -7183152.000000 Penalty: 5383.040039
	Iteration 14F: 3 clusters Score -7183152 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -7185190.000000 Penalty: 5383.040039
	Iteration 15F: 3 clusters Score -7185190 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -7186910.000000 Penalty: 5383.040039
	Iteration 16Q: 3 clusters Score -7186910 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -7188302.500000 Penalty: 5383.040039
	Iteration 17Q: 3 clusters Score -7188302 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -7189328.000000 Penalty: 5383.040039
	Iteration 18Q: 3 clusters Score -7189328 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 49080 members 
Entering Unmasked Estep 
Score: -7190016.500000 Penalty: 5383.040039
	Iteration 19Q: 3 clusters Score -7190016 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -7190477.000000 Penalty: 5383.040039
	Iteration 20F: 3 clusters Score -7190477 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -7190829.000000 Penalty: 5383.040039
	Iteration 21Q: 3 clusters Score -7190829 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -7191049.000000 Penalty: 5383.040039
	Iteration 22Q: 3 clusters Score -7191049 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -7191180.000000 Penalty: 5383.040039
	Iteration 23Q: 3 clusters Score -7191180 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -7191270.000000 Penalty: 5383.040039
	Iteration 24Q: 3 clusters Score -7191270 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -7191323.500000 Penalty: 5383.040039
	Iteration 25Q: 3 clusters Score -7191324 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -7191366.500000 Penalty: 5383.040039
	Iteration 26Q: 3 clusters Score -7191366 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -7191384.500000 Penalty: 5383.040039
	Iteration 27Q: 3 clusters Score -7191384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 50997 members 
Entering Unmasked Estep 
Score: -7191400.500000 Penalty: 5383.040039
	Iteration 28Q: 3 clusters Score -7191400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -7191424.000000 Penalty: 5383.040039
	Iteration 29Q: 3 clusters Score -7191424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
Score: -7191422.000000 Penalty: 5383.040039
	Iteration 30Q: 3 clusters Score -7191422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -7191428.500000 Penalty: 5383.040039
	Iteration 31Q: 3 clusters Score -7191428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -7191429.500000 Penalty: 5383.040039
	Iteration 32Q: 3 clusters Score -7191430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -7191433.000000 Penalty: 5383.040039
	Iteration 33Q: 3 clusters Score -7191433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -7191441.500000 Penalty: 5383.040039
	Iteration 34Q: 3 clusters Score -7191442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
Score: -7191442.000000 Penalty: 5383.040039
	Iteration 35Q: 3 clusters Score -7191442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -7191439.500000 Penalty: 5383.040039
	Iteration 36Q: 3 clusters Score -7191440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -7191449.500000 Penalty: 5383.040039
	Iteration 37Q: 3 clusters Score -7191450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -7191445.000000 Penalty: 5383.040039
	Iteration 38Q: 3 clusters Score -7191445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -7191447.500000 Penalty: 5383.040039
	Iteration 39Q: 3 clusters Score -7191448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -7191462.000000 Penalty: 5383.040039
	Iteration 40F: 3 clusters Score -7191462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 51074 members 
Entering Unmasked Estep 
Score: -7191472.000000 Penalty: 5383.040039
	Iteration 41Q: 3 clusters Score -7191472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -7191477.500000 Penalty: 5383.040039
	Iteration 42Q: 3 clusters Score -7191478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -7191474.000000 Penalty: 5383.040039
	Iteration 43Q: 3 clusters Score -7191474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -7191483.000000 Penalty: 5383.040039
	Iteration 44Q: 3 clusters Score -7191483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -7191479.000000 Penalty: 5383.040039
	Iteration 45Q: 3 clusters Score -7191479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -7191477.000000 Penalty: 5383.040039
	Iteration 46Q: 3 clusters Score -7191477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -7191484.000000 Penalty: 5383.040039
	Iteration 47Q: 3 clusters Score -7191484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -7191489.000000 Penalty: 5383.040039
	Iteration 48Q: 3 clusters Score -7191489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -7191490.000000 Penalty: 5383.040039
	Iteration 49Q: 3 clusters Score -7191490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -7191498.000000 Penalty: 5383.040039
	Iteration 50Q: 3 clusters Score -7191498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -7191494.500000 Penalty: 5383.040039
	Iteration 51Q: 3 clusters Score -7191494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -7191495.500000 Penalty: 5383.040039
	Iteration 52Q: 3 clusters Score -7191496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -7191495.500000 Penalty: 5383.040039
	Iteration 53F: 3 clusters Score -7191496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172463 members 
Entering Unmasked Estep 
Score: -23675968.000000 Penalty: 2990.368652
	Iteration 0F: 2 clusters Score -2.367597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85916 members 
Mstep: Class 2 contains 86547 members 
Entering Unmasked Estep 
Score: -23565236.000000 Penalty: 5980.737305
	Iteration 0F: 3 clusters Score -2.356524e+07 nChanged 82637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81737 members 
Mstep: Class 2 contains 90726 members 
Entering Unmasked Estep 
Score: -23613628.000000 Penalty: 5980.737305
	Iteration 1F: 3 clusters Score -2.361363e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78981 members 
Mstep: Class 2 contains 93482 members 
Entering Unmasked Estep 
Score: -23614878.000000 Penalty: 5980.737305
	Iteration 2Q: 3 clusters Score -2.361488e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74655 members 
Mstep: Class 2 contains 97808 members 
Entering Unmasked Estep 
Score: -23617020.000000 Penalty: 5980.737305
	Iteration 3Q: 3 clusters Score -2.361702e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67912 members 
Mstep: Class 2 contains 104551 members 
Entering Unmasked Estep 
Score: -23620806.000000 Penalty: 5980.737305
	Iteration 4Q: 3 clusters Score -2.362081e+07 nChanged 11189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57891 members 
Mstep: Class 2 contains 114572 members 
Entering Unmasked Estep 
Score: -23627976.000000 Penalty: 5980.737305
	Iteration 5F: 3 clusters Score -2.362798e+07 nChanged 14568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 128154 members 
Entering Unmasked Estep 
Score: -23640118.000000 Penalty: 5980.737305
	Iteration 6F: 3 clusters Score -2.364012e+07 nChanged 15167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 142491 members 
Entering Unmasked Estep 
Score: -23654598.000000 Penalty: 5980.737305
	Iteration 7F: 3 clusters Score -2.36546e+07 nChanged 11180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 152891 members 
Entering Unmasked Estep 
Score: -23666354.000000 Penalty: 5980.737305
	Iteration 8F: 3 clusters Score -2.366635e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 158481 members 
Entering Unmasked Estep 
Score: -23672006.000000 Penalty: 5980.737305
	Iteration 9Q: 3 clusters Score -2.367201e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 161212 members 
Entering Unmasked Estep 
Score: -23674276.000000 Penalty: 5980.737305
	Iteration 10Q: 3 clusters Score -2.367428e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 162954 members 
Entering Unmasked Estep 
Score: -23674948.000000 Penalty: 5980.737305
	Iteration 11Q: 3 clusters Score -2.367495e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 164290 members 
Entering Unmasked Estep 
Score: -23675252.000000 Penalty: 5980.737305
	Iteration 12Q: 3 clusters Score -2.367525e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 165343 members 
Entering Unmasked Estep 
Score: -23675198.000000 Penalty: 5980.737305
	Iteration 13Q: 3 clusters Score -2.36752e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 166226 members 
Entering Unmasked Estep 
Score: -23675172.000000 Penalty: 5980.737305
	Iteration 14Q: 3 clusters Score -2.367517e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 166966 members 
Entering Unmasked Estep 
Score: -23674980.000000 Penalty: 5980.737305
	Iteration 15Q: 3 clusters Score -2.367498e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 167560 members 
Entering Unmasked Estep 
Score: -23674978.000000 Penalty: 5980.737305
	Iteration 16Q: 3 clusters Score -2.367498e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 168058 members 
Entering Unmasked Estep 
Score: -23674902.000000 Penalty: 5980.737305
	Iteration 17Q: 3 clusters Score -2.36749e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 168489 members 
Entering Unmasked Estep 
Score: -23674780.000000 Penalty: 5980.737305
	Iteration 18Q: 3 clusters Score -2.367478e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 168826 members 
Entering Unmasked Estep 
Score: -23674712.000000 Penalty: 5980.737305
	Iteration 19Q: 3 clusters Score -2.367471e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 169108 members 
Entering Unmasked Estep 
Score: -23674626.000000 Penalty: 5980.737305
	Iteration 20F: 3 clusters Score -2.367463e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 169346 members 
Entering Unmasked Estep 
Score: -23674570.000000 Penalty: 5980.737305
	Iteration 21Q: 3 clusters Score -2.367457e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 169547 members 
Entering Unmasked Estep 
Score: -23674432.000000 Penalty: 5980.737305
	Iteration 22Q: 3 clusters Score -2.367443e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 169727 members 
Entering Unmasked Estep 
Score: -23674382.000000 Penalty: 5980.737305
	Iteration 23Q: 3 clusters Score -2.367438e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 169877 members 
Entering Unmasked Estep 
Score: -23674328.000000 Penalty: 5980.737305
	Iteration 24Q: 3 clusters Score -2.367433e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 170022 members 
Entering Unmasked Estep 
Score: -23674306.000000 Penalty: 5980.737305
	Iteration 25Q: 3 clusters Score -2.367431e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 170147 members 
Entering Unmasked Estep 
Score: -23674250.000000 Penalty: 5980.737305
	Iteration 26Q: 3 clusters Score -2.367425e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 170255 members 
Entering Unmasked Estep 
Score: -23674272.000000 Penalty: 5980.737305
	Iteration 27Q: 3 clusters Score -2.367427e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 170352 members 
Entering Unmasked Estep 
Score: -23674224.000000 Penalty: 5980.737305
	Iteration 28Q: 3 clusters Score -2.367422e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 170437 members 
Entering Unmasked Estep 
Score: -23674188.000000 Penalty: 5980.737305
	Iteration 29Q: 3 clusters Score -2.367419e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 170508 members 
Entering Unmasked Estep 
Score: -23674232.000000 Penalty: 5980.737305
	Iteration 30Q: 3 clusters Score -2.367423e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 170569 members 
Entering Unmasked Estep 
Score: -23674200.000000 Penalty: 5980.737305
	Iteration 31Q: 3 clusters Score -2.36742e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 170622 members 
Entering Unmasked Estep 
Score: -23674214.000000 Penalty: 5980.737305
	Iteration 32Q: 3 clusters Score -2.367421e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 170677 members 
Entering Unmasked Estep 
Score: -23674206.000000 Penalty: 5980.737305
	Iteration 33Q: 3 clusters Score -2.367421e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 170731 members 
Entering Unmasked Estep 
Score: -23674194.000000 Penalty: 5980.737305
	Iteration 34Q: 3 clusters Score -2.367419e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 170783 members 
Entering Unmasked Estep 
Score: -23674200.000000 Penalty: 5980.737305
	Iteration 35Q: 3 clusters Score -2.36742e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 170829 members 
Entering Unmasked Estep 
Score: -23674200.000000 Penalty: 5980.737305
	Iteration 36Q: 3 clusters Score -2.36742e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 170876 members 
Entering Unmasked Estep 
Score: -23674140.000000 Penalty: 5980.737305
	Iteration 37Q: 3 clusters Score -2.367414e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 170911 members 
Entering Unmasked Estep 
Score: -23674140.000000 Penalty: 5980.737305
	Iteration 38Q: 3 clusters Score -2.367414e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 170949 members 
Entering Unmasked Estep 
Score: -23674142.000000 Penalty: 5980.737305
	Iteration 39Q: 3 clusters Score -2.367414e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 170978 members 
Entering Unmasked Estep 
Score: -23674140.000000 Penalty: 5980.737305
	Iteration 40F: 3 clusters Score -2.367414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 170996 members 
Entering Unmasked Estep 
Score: -23674112.000000 Penalty: 5980.737305
	Iteration 41Q: 3 clusters Score -2.367411e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 171013 members 
Entering Unmasked Estep 
Score: -23674116.000000 Penalty: 5980.737305
	Iteration 42Q: 3 clusters Score -2.367412e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 171026 members 
Entering Unmasked Estep 
Score: -23674110.000000 Penalty: 5980.737305
	Iteration 43Q: 3 clusters Score -2.367411e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 171046 members 
Entering Unmasked Estep 
Score: -23674114.000000 Penalty: 5980.737305
	Iteration 44Q: 3 clusters Score -2.367411e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 171062 members 
Entering Unmasked Estep 
Score: -23674106.000000 Penalty: 5980.737305
	Iteration 45Q: 3 clusters Score -2.367411e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 171079 members 
Entering Unmasked Estep 
Score: -23674118.000000 Penalty: 5980.737305
	Iteration 46Q: 3 clusters Score -2.367412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 171091 members 
Entering Unmasked Estep 
Score: -23674150.000000 Penalty: 5980.737305
	Iteration 47Q: 3 clusters Score -2.367415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 171104 members 
Entering Unmasked Estep 
Score: -23674144.000000 Penalty: 5980.737305
	Iteration 48Q: 3 clusters Score -2.367414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 171116 members 
Entering Unmasked Estep 
Score: -23674146.000000 Penalty: 5980.737305
	Iteration 49Q: 3 clusters Score -2.367415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 171123 members 
Entering Unmasked Estep 
Score: -23674146.000000 Penalty: 5980.737305
	Iteration 50Q: 3 clusters Score -2.367415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 171130 members 
Entering Unmasked Estep 
Score: -23674156.000000 Penalty: 5980.737305
	Iteration 51Q: 3 clusters Score -2.367416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 171140 members 
Entering Unmasked Estep 
Score: -23674154.000000 Penalty: 5980.737305
	Iteration 52Q: 3 clusters Score -2.367415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 171147 members 
Entering Unmasked Estep 
Score: -23674144.000000 Penalty: 5980.737305
	Iteration 53Q: 3 clusters Score -2.367414e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 171157 members 
Entering Unmasked Estep 
Score: -23674142.000000 Penalty: 5980.737305
	Iteration 54Q: 3 clusters Score -2.367414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 171163 members 
Entering Unmasked Estep 
Score: -23674128.000000 Penalty: 5980.737305
	Iteration 55Q: 3 clusters Score -2.367413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 171171 members 
Entering Unmasked Estep 
Score: -23674116.000000 Penalty: 5980.737305
	Iteration 56Q: 3 clusters Score -2.367412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 171177 members 
Entering Unmasked Estep 
Score: -23674112.000000 Penalty: 5980.737305
	Iteration 57Q: 3 clusters Score -2.367411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 171182 members 
Entering Unmasked Estep 
Score: -23674118.000000 Penalty: 5980.737305
	Iteration 58Q: 3 clusters Score -2.367412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 171190 members 
Entering Unmasked Estep 
Score: -23674092.000000 Penalty: 5980.737305
	Iteration 59Q: 3 clusters Score -2.367409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 171197 members 
Entering Unmasked Estep 
Score: -23674100.000000 Penalty: 5980.737305
	Iteration 60F: 3 clusters Score -2.36741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 171200 members 
Entering Unmasked Estep 
Score: -23674104.000000 Penalty: 5980.737305
	Iteration 61Q: 3 clusters Score -2.36741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 171203 members 
Entering Unmasked Estep 
Score: -23674094.000000 Penalty: 5980.737305
	Iteration 62Q: 3 clusters Score -2.367409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 171206 members 
Entering Unmasked Estep 
Score: -23674104.000000 Penalty: 5980.737305
	Iteration 63Q: 3 clusters Score -2.36741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 171208 members 
Entering Unmasked Estep 
Score: -23674108.000000 Penalty: 5980.737305
	Iteration 64Q: 3 clusters Score -2.367411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 171210 members 
Entering Unmasked Estep 
Score: -23674114.000000 Penalty: 5980.737305
	Iteration 65Q: 3 clusters Score -2.367411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 171215 members 
Entering Unmasked Estep 
Score: -23674118.000000 Penalty: 5980.737305
	Iteration 66Q: 3 clusters Score -2.367412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 171218 members 
Entering Unmasked Estep 
Score: -23674098.000000 Penalty: 5980.737305
	Iteration 67Q: 3 clusters Score -2.36741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 171227 members 
Entering Unmasked Estep 
Score: -23674114.000000 Penalty: 5980.737305
	Iteration 68Q: 3 clusters Score -2.367411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 171235 members 
Entering Unmasked Estep 
Score: -23674104.000000 Penalty: 5980.737305
	Iteration 69Q: 3 clusters Score -2.36741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 171243 members 
Entering Unmasked Estep 
Score: -23674130.000000 Penalty: 5980.737305
	Iteration 70Q: 3 clusters Score -2.367413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 171247 members 
Entering Unmasked Estep 
Score: -23674122.000000 Penalty: 5980.737305
	Iteration 71Q: 3 clusters Score -2.367412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 171249 members 
Entering Unmasked Estep 
Score: -23674090.000000 Penalty: 5980.737305
	Iteration 72Q: 3 clusters Score -2.367409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 171251 members 
Entering Unmasked Estep 
Score: -23674096.000000 Penalty: 5980.737305
	Iteration 73Q: 3 clusters Score -2.36741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 171256 members 
Entering Unmasked Estep 
Score: -23674084.000000 Penalty: 5980.737305
	Iteration 74Q: 3 clusters Score -2.367408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 171260 members 
Entering Unmasked Estep 
Score: -23674090.000000 Penalty: 5980.737305
	Iteration 75Q: 3 clusters Score -2.367409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 171261 members 
Entering Unmasked Estep 
Score: -23674094.000000 Penalty: 5980.737305
	Iteration 76Q: 3 clusters Score -2.367409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 171262 members 
Entering Unmasked Estep 
Score: -23674096.000000 Penalty: 5980.737305
	Iteration 77Q: 3 clusters Score -2.36741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 171262 members 
Entering Unmasked Estep 
Score: -23674096.000000 Penalty: 5980.737305
	Iteration 78F: 3 clusters Score -2.36741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Entering Unmasked Estep 
Score: -2894840.750000 Penalty: 2464.931641
	Iteration 0F: 2 clusters Score -2894841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2880247.250000 Penalty: 4929.863281
	Iteration 0F: 3 clusters Score -2880247 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2884990.750000 Penalty: 4929.863281
	Iteration 1F: 3 clusters Score -2884991 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2885334.000000 Penalty: 4929.863281
	Iteration 2F: 3 clusters Score -2885334 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2885603.750000 Penalty: 4929.863281
	Iteration 3Q: 3 clusters Score -2885604 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2885853.250000 Penalty: 4929.863281
	Iteration 4Q: 3 clusters Score -2885853 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2886048.500000 Penalty: 4929.863281
	Iteration 5Q: 3 clusters Score -2886048 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2886270.750000 Penalty: 4929.863281
	Iteration 6Q: 3 clusters Score -2886271 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2886492.500000 Penalty: 4929.863281
	Iteration 7Q: 3 clusters Score -2886492 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2886730.250000 Penalty: 4929.863281
	Iteration 8Q: 3 clusters Score -2886730 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2887008.750000 Penalty: 4929.863281
	Iteration 9Q: 3 clusters Score -2887009 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2887408.000000 Penalty: 4929.863281
	Iteration 10Q: 3 clusters Score -2887408 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2887939.250000 Penalty: 4929.863281
	Iteration 11Q: 3 clusters Score -2887939 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2888576.000000 Penalty: 4929.863281
	Iteration 12Q: 3 clusters Score -2888576 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2889291.250000 Penalty: 4929.863281
	Iteration 13Q: 3 clusters Score -2889291 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2889930.750000 Penalty: 4929.863281
	Iteration 14Q: 3 clusters Score -2889931 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2890498.750000 Penalty: 4929.863281
	Iteration 15Q: 3 clusters Score -2890499 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2890979.000000 Penalty: 4929.863281
	Iteration 16Q: 3 clusters Score -2890979 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2891331.250000 Penalty: 4929.863281
	Iteration 17Q: 3 clusters Score -2891331 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2891617.250000 Penalty: 4929.863281
	Iteration 18Q: 3 clusters Score -2891617 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2891849.250000 Penalty: 4929.863281
	Iteration 19Q: 3 clusters Score -2891849 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2892045.000000 Penalty: 4929.863281
	Iteration 20F: 3 clusters Score -2892045 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -2892193.500000 Penalty: 4929.863281
	Iteration 21Q: 3 clusters Score -2892194 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2892312.000000 Penalty: 4929.863281
	Iteration 22Q: 3 clusters Score -2892312 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2892393.500000 Penalty: 4929.863281
	Iteration 23Q: 3 clusters Score -2892394 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2892450.500000 Penalty: 4929.863281
	Iteration 24Q: 3 clusters Score -2892450 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2892502.750000 Penalty: 4929.863281
	Iteration 25Q: 3 clusters Score -2892503 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -2892543.000000 Penalty: 4929.863281
	Iteration 26Q: 3 clusters Score -2892543 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2892577.000000 Penalty: 4929.863281
	Iteration 27Q: 3 clusters Score -2892577 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -2892605.500000 Penalty: 4929.863281
	Iteration 28Q: 3 clusters Score -2892606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -2892629.250000 Penalty: 4929.863281
	Iteration 29Q: 3 clusters Score -2892629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2892645.750000 Penalty: 4929.863281
	Iteration 30Q: 3 clusters Score -2892646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2892658.750000 Penalty: 4929.863281
	Iteration 31Q: 3 clusters Score -2892659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -2892670.750000 Penalty: 4929.863281
	Iteration 32Q: 3 clusters Score -2892671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -2892679.250000 Penalty: 4929.863281
	Iteration 33Q: 3 clusters Score -2892679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -2892686.750000 Penalty: 4929.863281
	Iteration 34Q: 3 clusters Score -2892687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2892689.500000 Penalty: 4929.863281
	Iteration 35Q: 3 clusters Score -2892690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2892692.250000 Penalty: 4929.863281
	Iteration 36Q: 3 clusters Score -2892692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2892698.750000 Penalty: 4929.863281
	Iteration 37Q: 3 clusters Score -2892699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2892698.500000 Penalty: 4929.863281
	Iteration 38Q: 3 clusters Score -2892698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2892702.500000 Penalty: 4929.863281
	Iteration 39Q: 3 clusters Score -2892702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2892704.500000 Penalty: 4929.863281
	Iteration 40F: 3 clusters Score -2892704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -2892709.500000 Penalty: 4929.863281
	Iteration 41Q: 3 clusters Score -2892710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2892712.750000 Penalty: 4929.863281
	Iteration 42Q: 3 clusters Score -2892713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2892716.500000 Penalty: 4929.863281
	Iteration 43Q: 3 clusters Score -2892716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2892717.000000 Penalty: 4929.863281
	Iteration 44Q: 3 clusters Score -2892717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -2892719.250000 Penalty: 4929.863281
	Iteration 45Q: 3 clusters Score -2892719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2892719.000000 Penalty: 4929.863281
	Iteration 46Q: 3 clusters Score -2892719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -2892721.000000 Penalty: 4929.863281
	Iteration 47Q: 3 clusters Score -2892721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2892720.500000 Penalty: 4929.863281
	Iteration 48Q: 3 clusters Score -2892720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2892729.250000 Penalty: 4929.863281
	Iteration 49Q: 3 clusters Score -2892729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -2892729.500000 Penalty: 4929.863281
	Iteration 50Q: 3 clusters Score -2892730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2892731.250000 Penalty: 4929.863281
	Iteration 51Q: 3 clusters Score -2892731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2892736.500000 Penalty: 4929.863281
	Iteration 52Q: 3 clusters Score -2892736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2892738.500000 Penalty: 4929.863281
	Iteration 53Q: 3 clusters Score -2892738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2892742.500000 Penalty: 4929.863281
	Iteration 54Q: 3 clusters Score -2892742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2892749.750000 Penalty: 4929.863281
	Iteration 55Q: 3 clusters Score -2892750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2892750.500000 Penalty: 4929.863281
	Iteration 56Q: 3 clusters Score -2892750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2892755.250000 Penalty: 4929.863281
	Iteration 57Q: 3 clusters Score -2892755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -2892752.250000 Penalty: 4929.863281
	Iteration 58Q: 3 clusters Score -2892752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -2892752.250000 Penalty: 4929.863281
	Iteration 59F: 3 clusters Score -2892752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Entering Unmasked Estep 
Score: -7699336.000000 Penalty: 2716.299805
	Iteration 0F: 2 clusters Score -7699336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -7661038.000000 Penalty: 5432.599609
	Iteration 0F: 3 clusters Score -7661038 nChanged 26520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -7676362.500000 Penalty: 5432.599609
	Iteration 1F: 3 clusters Score -7676362 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -7677248.500000 Penalty: 5432.599609
	Iteration 2Q: 3 clusters Score -7677248 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -7678421.500000 Penalty: 5432.599609
	Iteration 3Q: 3 clusters Score -7678422 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -7680080.500000 Penalty: 5432.599609
	Iteration 4F: 3 clusters Score -7680080 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -7682609.000000 Penalty: 5432.599609
	Iteration 5F: 3 clusters Score -7682609 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -7685906.500000 Penalty: 5432.599609
	Iteration 6F: 3 clusters Score -7685906 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -7689684.500000 Penalty: 5432.599609
	Iteration 7F: 3 clusters Score -7689684 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 52384 members 
Entering Unmasked Estep 
Score: -7693125.000000 Penalty: 5432.599609
	Iteration 8F: 3 clusters Score -7693125 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -7695353.000000 Penalty: 5432.599609
	Iteration 9Q: 3 clusters Score -7695353 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -7696463.500000 Penalty: 5432.599609
	Iteration 10Q: 3 clusters Score -7696464 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 56124 members 
Entering Unmasked Estep 
Score: -7696910.500000 Penalty: 5432.599609
	Iteration 11Q: 3 clusters Score -7696910 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 56263 members 
Entering Unmasked Estep 
Score: -7697105.500000 Penalty: 5432.599609
	Iteration 12Q: 3 clusters Score -7697106 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -7697194.000000 Penalty: 5432.599609
	Iteration 13Q: 3 clusters Score -7697194 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 56347 members 
Entering Unmasked Estep 
Score: -7697251.500000 Penalty: 5432.599609
	Iteration 14Q: 3 clusters Score -7697252 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -7697307.000000 Penalty: 5432.599609
	Iteration 15Q: 3 clusters Score -7697307 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -7697353.000000 Penalty: 5432.599609
	Iteration 16Q: 3 clusters Score -7697353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 56405 members 
Entering Unmasked Estep 
Score: -7697378.000000 Penalty: 5432.599609
	Iteration 17Q: 3 clusters Score -7697378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 56413 members 
Entering Unmasked Estep 
Score: -7697390.500000 Penalty: 5432.599609
	Iteration 18Q: 3 clusters Score -7697390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 56413 members 
Entering Unmasked Estep 
Score: -7697394.000000 Penalty: 5432.599609
	Iteration 19Q: 3 clusters Score -7697394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -7697406.500000 Penalty: 5432.599609
	Iteration 20F: 3 clusters Score -7697406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 56413 members 
Entering Unmasked Estep 
Score: -7697421.000000 Penalty: 5432.599609
	Iteration 21Q: 3 clusters Score -7697421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 56412 members 
Entering Unmasked Estep 
Score: -7697416.000000 Penalty: 5432.599609
	Iteration 22Q: 3 clusters Score -7697416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 56414 members 
Entering Unmasked Estep 
Score: -7697418.500000 Penalty: 5432.599609
	Iteration 23Q: 3 clusters Score -7697418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 56414 members 
Entering Unmasked Estep 
Score: -7697418.500000 Penalty: 5432.599609
	Iteration 24F: 3 clusters Score -7697418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Entering Unmasked Estep 
Score: -884021.000000 Penalty: 2181.191650
	Iteration 0F: 2 clusters Score -884021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -878578.437500 Penalty: 4362.383301
	Iteration 0F: 3 clusters Score -878578.4 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -879925.187500 Penalty: 4362.383301
	Iteration 1F: 3 clusters Score -879925.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -880138.312500 Penalty: 4362.383301
	Iteration 2F: 3 clusters Score -880138.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -880279.312500 Penalty: 4362.383301
	Iteration 3Q: 3 clusters Score -880279.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -880374.687500 Penalty: 4362.383301
	Iteration 4Q: 3 clusters Score -880374.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -880435.250000 Penalty: 4362.383301
	Iteration 5Q: 3 clusters Score -880435.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -880473.000000 Penalty: 4362.383301
	Iteration 6Q: 3 clusters Score -880473 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -880495.500000 Penalty: 4362.383301
	Iteration 7Q: 3 clusters Score -880495.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -880514.187500 Penalty: 4362.383301
	Iteration 8Q: 3 clusters Score -880514.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -880533.062500 Penalty: 4362.383301
	Iteration 9Q: 3 clusters Score -880533.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -880544.875000 Penalty: 4362.383301
	Iteration 10Q: 3 clusters Score -880544.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -880558.875000 Penalty: 4362.383301
	Iteration 11Q: 3 clusters Score -880558.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -880569.250000 Penalty: 4362.383301
	Iteration 12Q: 3 clusters Score -880569.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -880582.562500 Penalty: 4362.383301
	Iteration 13Q: 3 clusters Score -880582.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -880590.062500 Penalty: 4362.383301
	Iteration 14Q: 3 clusters Score -880590.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -880597.500000 Penalty: 4362.383301
	Iteration 15Q: 3 clusters Score -880597.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -880605.875000 Penalty: 4362.383301
	Iteration 16Q: 3 clusters Score -880605.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -880612.937500 Penalty: 4362.383301
	Iteration 17Q: 3 clusters Score -880612.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -880620.437500 Penalty: 4362.383301
	Iteration 18Q: 3 clusters Score -880620.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -880626.062500 Penalty: 4362.383301
	Iteration 19Q: 3 clusters Score -880626.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -880635.562500 Penalty: 4362.383301
	Iteration 20F: 3 clusters Score -880635.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -880643.187500 Penalty: 4362.383301
	Iteration 21Q: 3 clusters Score -880643.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -880650.250000 Penalty: 4362.383301
	Iteration 22Q: 3 clusters Score -880650.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -880659.687500 Penalty: 4362.383301
	Iteration 23Q: 3 clusters Score -880659.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -880666.687500 Penalty: 4362.383301
	Iteration 24Q: 3 clusters Score -880666.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -880678.750000 Penalty: 4362.383301
	Iteration 25Q: 3 clusters Score -880678.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -880688.000000 Penalty: 4362.383301
	Iteration 26Q: 3 clusters Score -880688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -880703.687500 Penalty: 4362.383301
	Iteration 27Q: 3 clusters Score -880703.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -880716.375000 Penalty: 4362.383301
	Iteration 28Q: 3 clusters Score -880716.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -880730.000000 Penalty: 4362.383301
	Iteration 29Q: 3 clusters Score -880730 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -880743.812500 Penalty: 4362.383301
	Iteration 30Q: 3 clusters Score -880743.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -880754.000000 Penalty: 4362.383301
	Iteration 31Q: 3 clusters Score -880754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -880763.437500 Penalty: 4362.383301
	Iteration 32Q: 3 clusters Score -880763.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -880774.937500 Penalty: 4362.383301
	Iteration 33Q: 3 clusters Score -880774.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -880790.062500 Penalty: 4362.383301
	Iteration 34Q: 3 clusters Score -880790.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -880807.937500 Penalty: 4362.383301
	Iteration 35Q: 3 clusters Score -880807.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -880820.062500 Penalty: 4362.383301
	Iteration 36Q: 3 clusters Score -880820.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -880830.750000 Penalty: 4362.383301
	Iteration 37Q: 3 clusters Score -880830.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -880848.562500 Penalty: 4362.383301
	Iteration 38Q: 3 clusters Score -880848.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -880865.687500 Penalty: 4362.383301
	Iteration 39Q: 3 clusters Score -880865.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -880885.875000 Penalty: 4362.383301
	Iteration 40F: 3 clusters Score -880885.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -880906.875000 Penalty: 4362.383301
	Iteration 41Q: 3 clusters Score -880906.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -880942.000000 Penalty: 4362.383301
	Iteration 42Q: 3 clusters Score -880942 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -880991.750000 Penalty: 4362.383301
	Iteration 43Q: 3 clusters Score -880991.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -881057.375000 Penalty: 4362.383301
	Iteration 44Q: 3 clusters Score -881057.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -881129.187500 Penalty: 4362.383301
	Iteration 45Q: 3 clusters Score -881129.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -881203.375000 Penalty: 4362.383301
	Iteration 46Q: 3 clusters Score -881203.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -881291.125000 Penalty: 4362.383301
	Iteration 47Q: 3 clusters Score -881291.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -881377.750000 Penalty: 4362.383301
	Iteration 48Q: 3 clusters Score -881377.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -881468.937500 Penalty: 4362.383301
	Iteration 49Q: 3 clusters Score -881468.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -881541.062500 Penalty: 4362.383301
	Iteration 50Q: 3 clusters Score -881541.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -881610.062500 Penalty: 4362.383301
	Iteration 51Q: 3 clusters Score -881610.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -881693.187500 Penalty: 4362.383301
	Iteration 52Q: 3 clusters Score -881693.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -881773.250000 Penalty: 4362.383301
	Iteration 53Q: 3 clusters Score -881773.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -881843.687500 Penalty: 4362.383301
	Iteration 54Q: 3 clusters Score -881843.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -881881.375000 Penalty: 4362.383301
	Iteration 55Q: 3 clusters Score -881881.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -881922.437500 Penalty: 4362.383301
	Iteration 56Q: 3 clusters Score -881922.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -881957.625000 Penalty: 4362.383301
	Iteration 57Q: 3 clusters Score -881957.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -881981.875000 Penalty: 4362.383301
	Iteration 58Q: 3 clusters Score -881981.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -881998.125000 Penalty: 4362.383301
	Iteration 59Q: 3 clusters Score -881998.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -882005.625000 Penalty: 4362.383301
	Iteration 60F: 3 clusters Score -882005.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -882017.250000 Penalty: 4362.383301
	Iteration 61Q: 3 clusters Score -882017.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -882027.500000 Penalty: 4362.383301
	Iteration 62Q: 3 clusters Score -882027.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -882035.625000 Penalty: 4362.383301
	Iteration 63Q: 3 clusters Score -882035.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -882047.125000 Penalty: 4362.383301
	Iteration 64Q: 3 clusters Score -882047.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -882052.000000 Penalty: 4362.383301
	Iteration 65Q: 3 clusters Score -882052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -882055.500000 Penalty: 4362.383301
	Iteration 66Q: 3 clusters Score -882055.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -882061.562500 Penalty: 4362.383301
	Iteration 67Q: 3 clusters Score -882061.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -882066.812500 Penalty: 4362.383301
	Iteration 68Q: 3 clusters Score -882066.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -882070.250000 Penalty: 4362.383301
	Iteration 69Q: 3 clusters Score -882070.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -882072.312500 Penalty: 4362.383301
	Iteration 70Q: 3 clusters Score -882072.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -882075.562500 Penalty: 4362.383301
	Iteration 71Q: 3 clusters Score -882075.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -882078.562500 Penalty: 4362.383301
	Iteration 72Q: 3 clusters Score -882078.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -882078.562500 Penalty: 4362.383301
	Iteration 73F: 3 clusters Score -882078.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Entering Unmasked Estep 
Score: -1751325.875000 Penalty: 2355.354492
	Iteration 0F: 2 clusters Score -1751326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1741575.625000 Penalty: 4710.708984
	Iteration 0F: 3 clusters Score -1741576 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1744584.500000 Penalty: 4710.708984
	Iteration 1F: 3 clusters Score -1744584 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1744945.750000 Penalty: 4710.708984
	Iteration 2F: 3 clusters Score -1744946 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1745241.500000 Penalty: 4710.708984
	Iteration 3F: 3 clusters Score -1745242 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1745491.500000 Penalty: 4710.708984
	Iteration 4Q: 3 clusters Score -1745492 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1745757.500000 Penalty: 4710.708984
	Iteration 5Q: 3 clusters Score -1745758 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1746044.750000 Penalty: 4710.708984
	Iteration 6Q: 3 clusters Score -1746045 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1746405.375000 Penalty: 4710.708984
	Iteration 7Q: 3 clusters Score -1746405 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1746870.625000 Penalty: 4710.708984
	Iteration 8F: 3 clusters Score -1746871 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1747358.000000 Penalty: 4710.708984
	Iteration 9F: 3 clusters Score -1747358 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1747892.500000 Penalty: 4710.708984
	Iteration 10Q: 3 clusters Score -1747892 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1748405.500000 Penalty: 4710.708984
	Iteration 11Q: 3 clusters Score -1748406 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1748779.625000 Penalty: 4710.708984
	Iteration 12Q: 3 clusters Score -1748780 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1749062.375000 Penalty: 4710.708984
	Iteration 13Q: 3 clusters Score -1749062 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1749203.750000 Penalty: 4710.708984
	Iteration 14Q: 3 clusters Score -1749204 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1749274.500000 Penalty: 4710.708984
	Iteration 15Q: 3 clusters Score -1749274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1749319.250000 Penalty: 4710.708984
	Iteration 16Q: 3 clusters Score -1749319 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1749353.500000 Penalty: 4710.708984
	Iteration 17Q: 3 clusters Score -1749354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1749384.500000 Penalty: 4710.708984
	Iteration 18Q: 3 clusters Score -1749384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1749400.125000 Penalty: 4710.708984
	Iteration 19Q: 3 clusters Score -1749400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1749427.000000 Penalty: 4710.708984
	Iteration 20F: 3 clusters Score -1749427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1749451.125000 Penalty: 4710.708984
	Iteration 21Q: 3 clusters Score -1749451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1749457.125000 Penalty: 4710.708984
	Iteration 22Q: 3 clusters Score -1749457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1749466.000000 Penalty: 4710.708984
	Iteration 23Q: 3 clusters Score -1749466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1749469.625000 Penalty: 4710.708984
	Iteration 24Q: 3 clusters Score -1749470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1749472.750000 Penalty: 4710.708984
	Iteration 25Q: 3 clusters Score -1749473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1749472.750000 Penalty: 4710.708984
	Iteration 26F: 3 clusters Score -1749473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (201084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201084 members 
Entering Unmasked Estep 
Score: -27574830.000000 Penalty: 3028.446533
	Iteration 0F: 2 clusters Score -2.757483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100612 members 
Mstep: Class 2 contains 100472 members 
Entering Unmasked Estep 
Score: -27444370.000000 Penalty: 6056.893066
	Iteration 0F: 3 clusters Score -2.744437e+07 nChanged 96799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102839 members 
Mstep: Class 2 contains 98245 members 
Entering Unmasked Estep 
Score: -27501100.000000 Penalty: 6056.893066
	Iteration 1F: 3 clusters Score -2.75011e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104396 members 
Mstep: Class 2 contains 96688 members 
Entering Unmasked Estep 
Score: -27502064.000000 Penalty: 6056.893066
	Iteration 2Q: 3 clusters Score -2.750206e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106745 members 
Mstep: Class 2 contains 94339 members 
Entering Unmasked Estep 
Score: -27503274.000000 Penalty: 6056.893066
	Iteration 3Q: 3 clusters Score -2.750327e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110306 members 
Mstep: Class 2 contains 90778 members 
Entering Unmasked Estep 
Score: -27505276.000000 Penalty: 6056.893066
	Iteration 4Q: 3 clusters Score -2.750528e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115655 members 
Mstep: Class 2 contains 85429 members 
Entering Unmasked Estep 
Score: -27508450.000000 Penalty: 6056.893066
	Iteration 5Q: 3 clusters Score -2.750845e+07 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123678 members 
Mstep: Class 2 contains 77406 members 
Entering Unmasked Estep 
Score: -27513760.000000 Penalty: 6056.893066
	Iteration 6F: 3 clusters Score -2.751376e+07 nChanged 13656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134658 members 
Mstep: Class 2 contains 66426 members 
Entering Unmasked Estep 
Score: -27523528.000000 Penalty: 6056.893066
	Iteration 7F: 3 clusters Score -2.752353e+07 nChanged 16161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147993 members 
Mstep: Class 2 contains 53091 members 
Entering Unmasked Estep 
Score: -27536830.000000 Penalty: 6056.893066
	Iteration 8F: 3 clusters Score -2.753683e+07 nChanged 15098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160719 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -27550666.000000 Penalty: 6056.893066
	Iteration 9F: 3 clusters Score -2.755067e+07 nChanged 11256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170147 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -27560546.000000 Penalty: 6056.893066
	Iteration 10F: 3 clusters Score -2.756055e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176095 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -27565822.000000 Penalty: 6056.893066
	Iteration 11Q: 3 clusters Score -2.756582e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180302 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -27568554.000000 Penalty: 6056.893066
	Iteration 12Q: 3 clusters Score -2.756855e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183698 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -27569850.000000 Penalty: 6056.893066
	Iteration 13Q: 3 clusters Score -2.756985e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186585 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -27570738.000000 Penalty: 6056.893066
	Iteration 14Q: 3 clusters Score -2.757074e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189099 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -27571388.000000 Penalty: 6056.893066
	Iteration 15Q: 3 clusters Score -2.757139e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191234 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -27571992.000000 Penalty: 6056.893066
	Iteration 16Q: 3 clusters Score -2.757199e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193028 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -27572548.000000 Penalty: 6056.893066
	Iteration 17Q: 3 clusters Score -2.757255e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194542 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -27572804.000000 Penalty: 6056.893066
	Iteration 18Q: 3 clusters Score -2.75728e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195705 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -27573026.000000 Penalty: 6056.893066
	Iteration 19Q: 3 clusters Score -2.757303e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196637 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -27573096.000000 Penalty: 6056.893066
	Iteration 20F: 3 clusters Score -2.75731e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197370 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -27573162.000000 Penalty: 6056.893066
	Iteration 21Q: 3 clusters Score -2.757316e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197915 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -27573180.000000 Penalty: 6056.893066
	Iteration 22Q: 3 clusters Score -2.757318e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198357 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -27573242.000000 Penalty: 6056.893066
	Iteration 23Q: 3 clusters Score -2.757324e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198684 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -27573316.000000 Penalty: 6056.893066
	Iteration 24Q: 3 clusters Score -2.757332e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198958 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -27573348.000000 Penalty: 6056.893066
	Iteration 25Q: 3 clusters Score -2.757335e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199183 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -27573322.000000 Penalty: 6056.893066
	Iteration 26Q: 3 clusters Score -2.757332e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199344 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -27573244.000000 Penalty: 6056.893066
	Iteration 27Q: 3 clusters Score -2.757324e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199458 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -27573220.000000 Penalty: 6056.893066
	Iteration 28Q: 3 clusters Score -2.757322e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199548 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -27573172.000000 Penalty: 6056.893066
	Iteration 29Q: 3 clusters Score -2.757317e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199627 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -27573132.000000 Penalty: 6056.893066
	Iteration 30Q: 3 clusters Score -2.757313e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199680 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -27573150.000000 Penalty: 6056.893066
	Iteration 31Q: 3 clusters Score -2.757315e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199719 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -27573138.000000 Penalty: 6056.893066
	Iteration 32Q: 3 clusters Score -2.757314e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199756 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -27573168.000000 Penalty: 6056.893066
	Iteration 33Q: 3 clusters Score -2.757317e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199793 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -27573168.000000 Penalty: 6056.893066
	Iteration 34Q: 3 clusters Score -2.757317e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199824 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -27573128.000000 Penalty: 6056.893066
	Iteration 35Q: 3 clusters Score -2.757313e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199842 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -27573106.000000 Penalty: 6056.893066
	Iteration 36Q: 3 clusters Score -2.757311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199853 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -27573102.000000 Penalty: 6056.893066
	Iteration 37Q: 3 clusters Score -2.75731e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199869 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -27573084.000000 Penalty: 6056.893066
	Iteration 38Q: 3 clusters Score -2.757308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199876 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -27573092.000000 Penalty: 6056.893066
	Iteration 39Q: 3 clusters Score -2.757309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199882 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -27573094.000000 Penalty: 6056.893066
	Iteration 40F: 3 clusters Score -2.757309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199888 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -27573080.000000 Penalty: 6056.893066
	Iteration 41Q: 3 clusters Score -2.757308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199894 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -27573080.000000 Penalty: 6056.893066
	Iteration 42Q: 3 clusters Score -2.757308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199898 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -27573078.000000 Penalty: 6056.893066
	Iteration 43Q: 3 clusters Score -2.757308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199898 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -27573068.000000 Penalty: 6056.893066
	Iteration 44Q: 3 clusters Score -2.757307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199899 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -27573070.000000 Penalty: 6056.893066
	Iteration 45Q: 3 clusters Score -2.757307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199903 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -27573082.000000 Penalty: 6056.893066
	Iteration 46Q: 3 clusters Score -2.757308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199909 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -27573096.000000 Penalty: 6056.893066
	Iteration 47Q: 3 clusters Score -2.75731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199916 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -27573088.000000 Penalty: 6056.893066
	Iteration 48Q: 3 clusters Score -2.757309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199922 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -27573086.000000 Penalty: 6056.893066
	Iteration 49Q: 3 clusters Score -2.757309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199931 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -27573100.000000 Penalty: 6056.893066
	Iteration 50Q: 3 clusters Score -2.75731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199935 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -27573098.000000 Penalty: 6056.893066
	Iteration 51Q: 3 clusters Score -2.75731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199939 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -27573104.000000 Penalty: 6056.893066
	Iteration 52Q: 3 clusters Score -2.75731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199942 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -27573100.000000 Penalty: 6056.893066
	Iteration 53Q: 3 clusters Score -2.75731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199944 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -27573092.000000 Penalty: 6056.893066
	Iteration 54Q: 3 clusters Score -2.757309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199947 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -27573090.000000 Penalty: 6056.893066
	Iteration 55Q: 3 clusters Score -2.757309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199946 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -27573086.000000 Penalty: 6056.893066
	Iteration 56Q: 3 clusters Score -2.757309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199946 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -27573086.000000 Penalty: 6056.893066
	Iteration 57F: 3 clusters Score -2.757309e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (66814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66814 members 
Entering Unmasked Estep 
Score: -9230014.000000 Penalty: 2755.197510
	Iteration 0F: 2 clusters Score -9230014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -9184973.000000 Penalty: 5510.395020
	Iteration 0F: 3 clusters Score -9184973 nChanged 31351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -9202356.000000 Penalty: 5510.395020
	Iteration 1F: 3 clusters Score -9202356 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -9202984.000000 Penalty: 5510.395020
	Iteration 2Q: 3 clusters Score -9202984 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -9203665.000000 Penalty: 5510.395020
	Iteration 3Q: 3 clusters Score -9203665 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -9204562.000000 Penalty: 5510.395020
	Iteration 4Q: 3 clusters Score -9204562 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -9205901.000000 Penalty: 5510.395020
	Iteration 5Q: 3 clusters Score -9205901 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -9208026.000000 Penalty: 5510.395020
	Iteration 6F: 3 clusters Score -9208026 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -9211315.000000 Penalty: 5510.395020
	Iteration 7F: 3 clusters Score -9211315 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -9215876.000000 Penalty: 5510.395020
	Iteration 8F: 3 clusters Score -9215876 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -9220633.000000 Penalty: 5510.395020
	Iteration 9F: 3 clusters Score -9220633 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63290 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -9224300.000000 Penalty: 5510.395020
	Iteration 10F: 3 clusters Score -9224300 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65305 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -9226234.000000 Penalty: 5510.395020
	Iteration 11Q: 3 clusters Score -9226234 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66120 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -9226981.000000 Penalty: 5510.395020
	Iteration 12Q: 3 clusters Score -9226981 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66378 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9227264.000000 Penalty: 5510.395020
	Iteration 13Q: 3 clusters Score -9227264 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66480 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9227403.000000 Penalty: 5510.395020
	Iteration 14Q: 3 clusters Score -9227403 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66520 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9227467.000000 Penalty: 5510.395020
	Iteration 15Q: 3 clusters Score -9227467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66541 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9227500.000000 Penalty: 5510.395020
	Iteration 16Q: 3 clusters Score -9227500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66548 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9227516.000000 Penalty: 5510.395020
	Iteration 17Q: 3 clusters Score -9227516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66554 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9227527.000000 Penalty: 5510.395020
	Iteration 18Q: 3 clusters Score -9227527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9227531.000000 Penalty: 5510.395020
	Iteration 19Q: 3 clusters Score -9227531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66558 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9227533.000000 Penalty: 5510.395020
	Iteration 20F: 3 clusters Score -9227533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66560 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9227529.000000 Penalty: 5510.395020
	Iteration 21Q: 3 clusters Score -9227529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66565 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9227540.000000 Penalty: 5510.395020
	Iteration 22Q: 3 clusters Score -9227540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66568 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9227545.000000 Penalty: 5510.395020
	Iteration 23Q: 3 clusters Score -9227545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66568 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9227551.000000 Penalty: 5510.395020
	Iteration 24Q: 3 clusters Score -9227551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66570 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9227549.000000 Penalty: 5510.395020
	Iteration 25Q: 3 clusters Score -9227549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66571 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9227546.000000 Penalty: 5510.395020
	Iteration 26Q: 3 clusters Score -9227546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66571 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9227546.000000 Penalty: 5510.395020
	Iteration 27F: 3 clusters Score -9227546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Entering Unmasked Estep 
Score: -287902.000000 Penalty: 1907.870361
	Iteration 0F: 2 clusters Score -287902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -285165.968750 Penalty: 3815.740723
	Iteration 0F: 3 clusters Score -285166 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -285664.562500 Penalty: 3815.740723
	Iteration 1F: 3 clusters Score -285664.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -285808.968750 Penalty: 3815.740723
	Iteration 2F: 3 clusters Score -285809 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -285903.906250 Penalty: 3815.740723
	Iteration 3Q: 3 clusters Score -285903.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -285960.062500 Penalty: 3815.740723
	Iteration 4Q: 3 clusters Score -285960.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -286009.343750 Penalty: 3815.740723
	Iteration 5Q: 3 clusters Score -286009.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -286071.656250 Penalty: 3815.740723
	Iteration 6Q: 3 clusters Score -286071.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -286136.687500 Penalty: 3815.740723
	Iteration 7Q: 3 clusters Score -286136.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -286180.156250 Penalty: 3815.740723
	Iteration 8Q: 3 clusters Score -286180.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -286220.437500 Penalty: 3815.740723
	Iteration 9Q: 3 clusters Score -286220.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -286254.000000 Penalty: 3815.740723
	Iteration 10Q: 3 clusters Score -286254 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -286288.406250 Penalty: 3815.740723
	Iteration 11Q: 3 clusters Score -286288.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -286319.312500 Penalty: 3815.740723
	Iteration 12Q: 3 clusters Score -286319.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -286356.093750 Penalty: 3815.740723
	Iteration 13Q: 3 clusters Score -286356.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -286383.468750 Penalty: 3815.740723
	Iteration 14Q: 3 clusters Score -286383.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -286404.593750 Penalty: 3815.740723
	Iteration 15Q: 3 clusters Score -286404.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -286427.031250 Penalty: 3815.740723
	Iteration 16Q: 3 clusters Score -286427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -286444.875000 Penalty: 3815.740723
	Iteration 17Q: 3 clusters Score -286444.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -286459.437500 Penalty: 3815.740723
	Iteration 18Q: 3 clusters Score -286459.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -286473.906250 Penalty: 3815.740723
	Iteration 19Q: 3 clusters Score -286473.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -286481.875000 Penalty: 3815.740723
	Iteration 20F: 3 clusters Score -286481.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -286488.875000 Penalty: 3815.740723
	Iteration 21Q: 3 clusters Score -286488.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -286495.625000 Penalty: 3815.740723
	Iteration 22Q: 3 clusters Score -286495.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -286501.125000 Penalty: 3815.740723
	Iteration 23Q: 3 clusters Score -286501.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -286505.312500 Penalty: 3815.740723
	Iteration 24Q: 3 clusters Score -286505.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -286512.250000 Penalty: 3815.740723
	Iteration 25Q: 3 clusters Score -286512.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -286516.062500 Penalty: 3815.740723
	Iteration 26Q: 3 clusters Score -286516.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -286518.625000 Penalty: 3815.740723
	Iteration 27Q: 3 clusters Score -286518.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -286520.937500 Penalty: 3815.740723
	Iteration 28Q: 3 clusters Score -286520.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -286522.531250 Penalty: 3815.740723
	Iteration 29Q: 3 clusters Score -286522.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -286523.656250 Penalty: 3815.740723
	Iteration 30Q: 3 clusters Score -286523.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -286524.937500 Penalty: 3815.740723
	Iteration 31Q: 3 clusters Score -286524.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -286526.062500 Penalty: 3815.740723
	Iteration 32Q: 3 clusters Score -286526.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -286526.125000 Penalty: 3815.740723
	Iteration 33Q: 3 clusters Score -286526.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -286526.125000 Penalty: 3815.740723
	Iteration 34F: 3 clusters Score -286526.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Entering Unmasked Estep 
Score: -5134457.500000 Penalty: 2607.778320
	Iteration 0F: 2 clusters Score -5134458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -5109440.000000 Penalty: 5215.556641
	Iteration 0F: 3 clusters Score -5109440 nChanged 16824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -5118849.000000 Penalty: 5215.556641
	Iteration 1F: 3 clusters Score -5118849 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -5119661.500000 Penalty: 5215.556641
	Iteration 2F: 3 clusters Score -5119662 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -5120590.000000 Penalty: 5215.556641
	Iteration 3F: 3 clusters Score -5120590 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -5121672.000000 Penalty: 5215.556641
	Iteration 4F: 3 clusters Score -5121672 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -5123128.000000 Penalty: 5215.556641
	Iteration 5F: 3 clusters Score -5123128 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -5125059.000000 Penalty: 5215.556641
	Iteration 6F: 3 clusters Score -5125059 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -5127205.500000 Penalty: 5215.556641
	Iteration 7F: 3 clusters Score -5127206 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -5128924.000000 Penalty: 5215.556641
	Iteration 8F: 3 clusters Score -5128924 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -5129825.000000 Penalty: 5215.556641
	Iteration 9Q: 3 clusters Score -5129825 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -5130246.000000 Penalty: 5215.556641
	Iteration 10Q: 3 clusters Score -5130246 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -5130466.500000 Penalty: 5215.556641
	Iteration 11Q: 3 clusters Score -5130466 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -5130634.000000 Penalty: 5215.556641
	Iteration 12Q: 3 clusters Score -5130634 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -5130767.000000 Penalty: 5215.556641
	Iteration 13Q: 3 clusters Score -5130767 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -5130835.000000 Penalty: 5215.556641
	Iteration 14Q: 3 clusters Score -5130835 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -5130939.000000 Penalty: 5215.556641
	Iteration 15Q: 3 clusters Score -5130939 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -5131071.500000 Penalty: 5215.556641
	Iteration 16Q: 3 clusters Score -5131072 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -5131157.000000 Penalty: 5215.556641
	Iteration 17Q: 3 clusters Score -5131157 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -5131251.500000 Penalty: 5215.556641
	Iteration 18Q: 3 clusters Score -5131252 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -5131324.500000 Penalty: 5215.556641
	Iteration 19Q: 3 clusters Score -5131324 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -5131389.000000 Penalty: 5215.556641
	Iteration 20F: 3 clusters Score -5131389 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -5131483.000000 Penalty: 5215.556641
	Iteration 21Q: 3 clusters Score -5131483 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -5131553.000000 Penalty: 5215.556641
	Iteration 22Q: 3 clusters Score -5131553 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -5131635.500000 Penalty: 5215.556641
	Iteration 23Q: 3 clusters Score -5131636 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -5131713.000000 Penalty: 5215.556641
	Iteration 24Q: 3 clusters Score -5131713 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -5131797.500000 Penalty: 5215.556641
	Iteration 25Q: 3 clusters Score -5131798 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -5131875.000000 Penalty: 5215.556641
	Iteration 26Q: 3 clusters Score -5131875 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -5131917.000000 Penalty: 5215.556641
	Iteration 27Q: 3 clusters Score -5131917 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -5131948.000000 Penalty: 5215.556641
	Iteration 28Q: 3 clusters Score -5131948 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -5131986.000000 Penalty: 5215.556641
	Iteration 29Q: 3 clusters Score -5131986 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -5132009.000000 Penalty: 5215.556641
	Iteration 30Q: 3 clusters Score -5132009 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5132045.500000 Penalty: 5215.556641
	Iteration 31Q: 3 clusters Score -5132046 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5132066.500000 Penalty: 5215.556641
	Iteration 32Q: 3 clusters Score -5132066 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -5132106.000000 Penalty: 5215.556641
	Iteration 33Q: 3 clusters Score -5132106 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5132131.500000 Penalty: 5215.556641
	Iteration 34Q: 3 clusters Score -5132132 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5132147.500000 Penalty: 5215.556641
	Iteration 35Q: 3 clusters Score -5132148 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5132171.500000 Penalty: 5215.556641
	Iteration 36Q: 3 clusters Score -5132172 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5132190.500000 Penalty: 5215.556641
	Iteration 37Q: 3 clusters Score -5132190 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5132209.500000 Penalty: 5215.556641
	Iteration 38Q: 3 clusters Score -5132210 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5132218.500000 Penalty: 5215.556641
	Iteration 39Q: 3 clusters Score -5132218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5132233.500000 Penalty: 5215.556641
	Iteration 40F: 3 clusters Score -5132234 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5132246.500000 Penalty: 5215.556641
	Iteration 41Q: 3 clusters Score -5132246 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5132279.500000 Penalty: 5215.556641
	Iteration 42Q: 3 clusters Score -5132280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5132299.500000 Penalty: 5215.556641
	Iteration 43Q: 3 clusters Score -5132300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5132312.500000 Penalty: 5215.556641
	Iteration 44Q: 3 clusters Score -5132312 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5132330.500000 Penalty: 5215.556641
	Iteration 45Q: 3 clusters Score -5132330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5132341.000000 Penalty: 5215.556641
	Iteration 46Q: 3 clusters Score -5132341 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5132351.500000 Penalty: 5215.556641
	Iteration 47Q: 3 clusters Score -5132352 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5132369.000000 Penalty: 5215.556641
	Iteration 48Q: 3 clusters Score -5132369 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5132382.500000 Penalty: 5215.556641
	Iteration 49Q: 3 clusters Score -5132382 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5132405.500000 Penalty: 5215.556641
	Iteration 50Q: 3 clusters Score -5132406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5132400.500000 Penalty: 5215.556641
	Iteration 51Q: 3 clusters Score -5132400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5132410.000000 Penalty: 5215.556641
	Iteration 52Q: 3 clusters Score -5132410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5132429.000000 Penalty: 5215.556641
	Iteration 53Q: 3 clusters Score -5132429 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5132435.500000 Penalty: 5215.556641
	Iteration 54Q: 3 clusters Score -5132436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5132451.500000 Penalty: 5215.556641
	Iteration 55Q: 3 clusters Score -5132452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5132454.000000 Penalty: 5215.556641
	Iteration 56Q: 3 clusters Score -5132454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5132458.000000 Penalty: 5215.556641
	Iteration 57Q: 3 clusters Score -5132458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5132453.500000 Penalty: 5215.556641
	Iteration 58Q: 3 clusters Score -5132454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5132470.000000 Penalty: 5215.556641
	Iteration 59Q: 3 clusters Score -5132470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5132469.500000 Penalty: 5215.556641
	Iteration 60F: 3 clusters Score -5132470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5132489.000000 Penalty: 5215.556641
	Iteration 61Q: 3 clusters Score -5132489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5132495.000000 Penalty: 5215.556641
	Iteration 62Q: 3 clusters Score -5132495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5132512.500000 Penalty: 5215.556641
	Iteration 63Q: 3 clusters Score -5132512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5132516.500000 Penalty: 5215.556641
	Iteration 64Q: 3 clusters Score -5132516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5132518.000000 Penalty: 5215.556641
	Iteration 65Q: 3 clusters Score -5132518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5132519.000000 Penalty: 5215.556641
	Iteration 66Q: 3 clusters Score -5132519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5132538.000000 Penalty: 5215.556641
	Iteration 67Q: 3 clusters Score -5132538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5132549.000000 Penalty: 5215.556641
	Iteration 68Q: 3 clusters Score -5132549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5132553.000000 Penalty: 5215.556641
	Iteration 69Q: 3 clusters Score -5132553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5132556.000000 Penalty: 5215.556641
	Iteration 70Q: 3 clusters Score -5132556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5132561.000000 Penalty: 5215.556641
	Iteration 71Q: 3 clusters Score -5132561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5132560.500000 Penalty: 5215.556641
	Iteration 72Q: 3 clusters Score -5132560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5132564.500000 Penalty: 5215.556641
	Iteration 73Q: 3 clusters Score -5132564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5132562.500000 Penalty: 5215.556641
	Iteration 74Q: 3 clusters Score -5132562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5132561.500000 Penalty: 5215.556641
	Iteration 75Q: 3 clusters Score -5132562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5132561.500000 Penalty: 5215.556641
	Iteration 76F: 3 clusters Score -5132562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -129234.984375 Penalty: 1713.618774
	Iteration 0F: 2 clusters Score -129235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -127325.000000 Penalty: 3427.237549
	Iteration 0F: 3 clusters Score -127325 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -127644.085938 Penalty: 3427.237549
	Iteration 1F: 3 clusters Score -127644.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -127762.843750 Penalty: 3427.237549
	Iteration 2F: 3 clusters Score -127762.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -127836.507812 Penalty: 3427.237549
	Iteration 3Q: 3 clusters Score -127836.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -127901.515625 Penalty: 3427.237549
	Iteration 4Q: 3 clusters Score -127901.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -127969.109375 Penalty: 3427.237549
	Iteration 5Q: 3 clusters Score -127969.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -128053.906250 Penalty: 3427.237549
	Iteration 6Q: 3 clusters Score -128053.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -128132.304688 Penalty: 3427.237549
	Iteration 7Q: 3 clusters Score -128132.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -128233.453125 Penalty: 3427.237549
	Iteration 8Q: 3 clusters Score -128233.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -128400.960938 Penalty: 3427.237549
	Iteration 9Q: 3 clusters Score -128401 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -128634.367188 Penalty: 3427.237549
	Iteration 10F: 3 clusters Score -128634.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -128806.226562 Penalty: 3427.237549
	Iteration 11F: 3 clusters Score -128806.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -128888.367188 Penalty: 3427.237549
	Iteration 12Q: 3 clusters Score -128888.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -128948.328125 Penalty: 3427.237549
	Iteration 13Q: 3 clusters Score -128948.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -128976.765625 Penalty: 3427.237549
	Iteration 14Q: 3 clusters Score -128976.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -128987.835938 Penalty: 3427.237549
	Iteration 15Q: 3 clusters Score -128987.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -128990.632812 Penalty: 3427.237549
	Iteration 16Q: 3 clusters Score -128990.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -128991.937500 Penalty: 3427.237549
	Iteration 17Q: 3 clusters Score -128991.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -128991.937500 Penalty: 3427.237549
	Iteration 18F: 3 clusters Score -128991.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Entering Unmasked Estep 
Score: -200974.218750 Penalty: 1827.817261
	Iteration 0F: 2 clusters Score -200974.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -198677.921875 Penalty: 3655.634521
	Iteration 0F: 3 clusters Score -198677.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -199315.828125 Penalty: 3655.634521
	Iteration 1F: 3 clusters Score -199315.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -199635.515625 Penalty: 3655.634521
	Iteration 2F: 3 clusters Score -199635.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -199758.953125 Penalty: 3655.634521
	Iteration 3F: 3 clusters Score -199759 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -199853.203125 Penalty: 3655.634521
	Iteration 4Q: 3 clusters Score -199853.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -199919.375000 Penalty: 3655.634521
	Iteration 5Q: 3 clusters Score -199919.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -199984.656250 Penalty: 3655.634521
	Iteration 6Q: 3 clusters Score -199984.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -200040.468750 Penalty: 3655.634521
	Iteration 7Q: 3 clusters Score -200040.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -200112.312500 Penalty: 3655.634521
	Iteration 8Q: 3 clusters Score -200112.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -200177.218750 Penalty: 3655.634521
	Iteration 9Q: 3 clusters Score -200177.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -200238.953125 Penalty: 3655.634521
	Iteration 10Q: 3 clusters Score -200239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -200285.281250 Penalty: 3655.634521
	Iteration 11Q: 3 clusters Score -200285.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -200309.000000 Penalty: 3655.634521
	Iteration 12Q: 3 clusters Score -200309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -200327.078125 Penalty: 3655.634521
	Iteration 13Q: 3 clusters Score -200327.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -200343.015625 Penalty: 3655.634521
	Iteration 14Q: 3 clusters Score -200343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -200358.875000 Penalty: 3655.634521
	Iteration 15Q: 3 clusters Score -200358.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -200389.000000 Penalty: 3655.634521
	Iteration 16Q: 3 clusters Score -200389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -200428.125000 Penalty: 3655.634521
	Iteration 17Q: 3 clusters Score -200428.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -200456.046875 Penalty: 3655.634521
	Iteration 18Q: 3 clusters Score -200456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -200473.687500 Penalty: 3655.634521
	Iteration 19Q: 3 clusters Score -200473.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -200487.515625 Penalty: 3655.634521
	Iteration 20F: 3 clusters Score -200487.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -200506.062500 Penalty: 3655.634521
	Iteration 21Q: 3 clusters Score -200506.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -200517.734375 Penalty: 3655.634521
	Iteration 22Q: 3 clusters Score -200517.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -200535.640625 Penalty: 3655.634521
	Iteration 23Q: 3 clusters Score -200535.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -200555.609375 Penalty: 3655.634521
	Iteration 24Q: 3 clusters Score -200555.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -200574.828125 Penalty: 3655.634521
	Iteration 25Q: 3 clusters Score -200574.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -200607.531250 Penalty: 3655.634521
	Iteration 26Q: 3 clusters Score -200607.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -200680.281250 Penalty: 3655.634521
	Iteration 27Q: 3 clusters Score -200680.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -200739.437500 Penalty: 3655.634521
	Iteration 28Q: 3 clusters Score -200739.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -200797.437500 Penalty: 3655.634521
	Iteration 29Q: 3 clusters Score -200797.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -200851.906250 Penalty: 3655.634521
	Iteration 30Q: 3 clusters Score -200851.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -200916.390625 Penalty: 3655.634521
	Iteration 31Q: 3 clusters Score -200916.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -200985.031250 Penalty: 3655.634521
	Iteration 32Q: 3 clusters Score -200985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -201024.296875 Penalty: 3655.634521
	Iteration 33Q: 3 clusters Score -201024.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -201058.156250 Penalty: 3655.634521
	Iteration 34Q: 3 clusters Score -201058.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -201067.781250 Penalty: 3655.634521
	Iteration 35Q: 3 clusters Score -201067.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -201075.156250 Penalty: 3655.634521
	Iteration 36Q: 3 clusters Score -201075.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -201076.000000 Penalty: 3655.634521
	Iteration 37Q: 3 clusters Score -201076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -201078.406250 Penalty: 3655.634521
	Iteration 38F: 3 clusters Score -201078.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -201082.062500 Penalty: 3655.634521
	Iteration 39Q: 3 clusters Score -201082.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -201082.968750 Penalty: 3655.634521
	Iteration 40F: 3 clusters Score -201083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -201084.406250 Penalty: 3655.634521
	Iteration 41Q: 3 clusters Score -201084.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -201085.375000 Penalty: 3655.634521
	Iteration 42Q: 3 clusters Score -201085.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -201086.890625 Penalty: 3655.634521
	Iteration 43Q: 3 clusters Score -201086.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -201088.500000 Penalty: 3655.634521
	Iteration 44Q: 3 clusters Score -201088.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -201090.312500 Penalty: 3655.634521
	Iteration 45Q: 3 clusters Score -201090.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -201091.578125 Penalty: 3655.634521
	Iteration 46Q: 3 clusters Score -201091.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -201092.812500 Penalty: 3655.634521
	Iteration 47Q: 3 clusters Score -201092.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -201092.812500 Penalty: 3655.634521
	Iteration 48F: 3 clusters Score -201092.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 172463 members 
Mstep: Class 3 contains 20728 members 
Mstep: Class 4 contains 57115 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13325 members 
Mstep: Class 7 contains 201084 members 
Mstep: Class 8 contains 66814 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 843 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 14 contains 745 members 
Mstep: Class 16 contains 179109 members 
Mstep: Class 17 contains 30548 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15970 members 
Entering Unmasked Estep 
Score: -116075208.000000 Penalty: 60989.933594
Splitting cluster 12 changes total score from -116076504.000000 to -116075208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -70581.007812 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -70581.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69028.250000 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -69028.25 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69295.460938 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -69295.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -69356.921875 Penalty: 3154.348633
	Iteration 2F: 3 clusters Score -69356.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -69386.851562 Penalty: 3154.348633
	Iteration 3Q: 3 clusters Score -69386.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -69405.382812 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -69405.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -69412.906250 Penalty: 3154.348633
	Iteration 5Q: 3 clusters Score -69412.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -69422.515625 Penalty: 3154.348633
	Iteration 6Q: 3 clusters Score -69422.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -69427.390625 Penalty: 3154.348633
	Iteration 7Q: 3 clusters Score -69427.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69428.882812 Penalty: 3154.348633
	Iteration 8Q: 3 clusters Score -69428.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -69430.625000 Penalty: 3154.348633
	Iteration 9Q: 3 clusters Score -69430.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -69430.625000 Penalty: 3154.348633
	Iteration 10F: 3 clusters Score -69430.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (179109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179109 members 
Entering Unmasked Estep 
Score: -24631932.000000 Penalty: 2999.745850
	Iteration 0F: 2 clusters Score -2.463193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89600 members 
Mstep: Class 2 contains 89509 members 
Entering Unmasked Estep 
Score: -24517168.000000 Penalty: 5999.491699
	Iteration 0F: 3 clusters Score -2.451717e+07 nChanged 86043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90419 members 
Mstep: Class 2 contains 88690 members 
Entering Unmasked Estep 
Score: -24567708.000000 Penalty: 5999.491699
	Iteration 1F: 3 clusters Score -2.456771e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90825 members 
Mstep: Class 2 contains 88284 members 
Entering Unmasked Estep 
Score: -24568726.000000 Penalty: 5999.491699
	Iteration 2Q: 3 clusters Score -2.456873e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 87679 members 
Entering Unmasked Estep 
Score: -24569704.000000 Penalty: 5999.491699
	Iteration 3Q: 3 clusters Score -2.45697e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92361 members 
Mstep: Class 2 contains 86748 members 
Entering Unmasked Estep 
Score: -24570948.000000 Penalty: 5999.491699
	Iteration 4Q: 3 clusters Score -2.457095e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93565 members 
Mstep: Class 2 contains 85544 members 
Entering Unmasked Estep 
Score: -24572736.000000 Penalty: 5999.491699
	Iteration 5Q: 3 clusters Score -2.457274e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 84034 members 
Entering Unmasked Estep 
Score: -24574936.000000 Penalty: 5999.491699
	Iteration 6Q: 3 clusters Score -2.457494e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96964 members 
Mstep: Class 2 contains 82145 members 
Entering Unmasked Estep 
Score: -24578006.000000 Penalty: 5999.491699
	Iteration 7Q: 3 clusters Score -2.457801e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99308 members 
Mstep: Class 2 contains 79801 members 
Entering Unmasked Estep 
Score: -24582300.000000 Penalty: 5999.491699
	Iteration 8Q: 3 clusters Score -2.45823e+07 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101991 members 
Mstep: Class 2 contains 77118 members 
Entering Unmasked Estep 
Score: -24587724.000000 Penalty: 5999.491699
	Iteration 9F: 3 clusters Score -2.458772e+07 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104419 members 
Mstep: Class 2 contains 74690 members 
Entering Unmasked Estep 
Score: -24594250.000000 Penalty: 5999.491699
	Iteration 10F: 3 clusters Score -2.459425e+07 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106286 members 
Mstep: Class 2 contains 72823 members 
Entering Unmasked Estep 
Score: -24601394.000000 Penalty: 5999.491699
	Iteration 11F: 3 clusters Score -2.460139e+07 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107397 members 
Mstep: Class 2 contains 71712 members 
Entering Unmasked Estep 
Score: -24606790.000000 Penalty: 5999.491699
	Iteration 12F: 3 clusters Score -2.460679e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108095 members 
Mstep: Class 2 contains 71014 members 
Entering Unmasked Estep 
Score: -24609812.000000 Penalty: 5999.491699
	Iteration 13Q: 3 clusters Score -2.460981e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108718 members 
Mstep: Class 2 contains 70391 members 
Entering Unmasked Estep 
Score: -24611160.000000 Penalty: 5999.491699
	Iteration 14Q: 3 clusters Score -2.461116e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109412 members 
Mstep: Class 2 contains 69697 members 
Entering Unmasked Estep 
Score: -24611902.000000 Penalty: 5999.491699
	Iteration 15Q: 3 clusters Score -2.46119e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110160 members 
Mstep: Class 2 contains 68949 members 
Entering Unmasked Estep 
Score: -24612390.000000 Penalty: 5999.491699
	Iteration 16Q: 3 clusters Score -2.461239e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111005 members 
Mstep: Class 2 contains 68104 members 
Entering Unmasked Estep 
Score: -24612782.000000 Penalty: 5999.491699
	Iteration 17Q: 3 clusters Score -2.461278e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111936 members 
Mstep: Class 2 contains 67173 members 
Entering Unmasked Estep 
Score: -24613176.000000 Penalty: 5999.491699
	Iteration 18Q: 3 clusters Score -2.461318e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112957 members 
Mstep: Class 2 contains 66152 members 
Entering Unmasked Estep 
Score: -24613574.000000 Penalty: 5999.491699
	Iteration 19Q: 3 clusters Score -2.461357e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114001 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -24613844.000000 Penalty: 5999.491699
	Iteration 20F: 3 clusters Score -2.461384e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115102 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -24614190.000000 Penalty: 5999.491699
	Iteration 21Q: 3 clusters Score -2.461419e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116291 members 
Mstep: Class 2 contains 62818 members 
Entering Unmasked Estep 
Score: -24614486.000000 Penalty: 5999.491699
	Iteration 22Q: 3 clusters Score -2.461449e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117528 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -24614918.000000 Penalty: 5999.491699
	Iteration 23Q: 3 clusters Score -2.461492e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118813 members 
Mstep: Class 2 contains 60296 members 
Entering Unmasked Estep 
Score: -24615450.000000 Penalty: 5999.491699
	Iteration 24Q: 3 clusters Score -2.461545e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120194 members 
Mstep: Class 2 contains 58915 members 
Entering Unmasked Estep 
Score: -24615820.000000 Penalty: 5999.491699
	Iteration 25Q: 3 clusters Score -2.461582e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121653 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -24616074.000000 Penalty: 5999.491699
	Iteration 26Q: 3 clusters Score -2.461607e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123244 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -24616450.000000 Penalty: 5999.491699
	Iteration 27Q: 3 clusters Score -2.461645e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124983 members 
Mstep: Class 2 contains 54126 members 
Entering Unmasked Estep 
Score: -24616888.000000 Penalty: 5999.491699
	Iteration 28Q: 3 clusters Score -2.461689e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126824 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -24617234.000000 Penalty: 5999.491699
	Iteration 29Q: 3 clusters Score -2.461723e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128737 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -24617668.000000 Penalty: 5999.491699
	Iteration 30Q: 3 clusters Score -2.461767e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130720 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -24618068.000000 Penalty: 5999.491699
	Iteration 31Q: 3 clusters Score -2.461807e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132852 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -24618528.000000 Penalty: 5999.491699
	Iteration 32Q: 3 clusters Score -2.461853e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135037 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -24619112.000000 Penalty: 5999.491699
	Iteration 33Q: 3 clusters Score -2.461911e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137170 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -24619476.000000 Penalty: 5999.491699
	Iteration 34Q: 3 clusters Score -2.461948e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139272 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -24619908.000000 Penalty: 5999.491699
	Iteration 35Q: 3 clusters Score -2.461991e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141335 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -24620464.000000 Penalty: 5999.491699
	Iteration 36Q: 3 clusters Score -2.462046e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143316 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -24620962.000000 Penalty: 5999.491699
	Iteration 37Q: 3 clusters Score -2.462096e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145352 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -24621518.000000 Penalty: 5999.491699
	Iteration 38Q: 3 clusters Score -2.462152e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147415 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -24621862.000000 Penalty: 5999.491699
	Iteration 39Q: 3 clusters Score -2.462186e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149532 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -24622384.000000 Penalty: 5999.491699
	Iteration 40F: 3 clusters Score -2.462238e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151599 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -24622934.000000 Penalty: 5999.491699
	Iteration 41Q: 3 clusters Score -2.462293e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153616 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -24623456.000000 Penalty: 5999.491699
	Iteration 42Q: 3 clusters Score -2.462346e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155572 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -24623934.000000 Penalty: 5999.491699
	Iteration 43Q: 3 clusters Score -2.462393e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157456 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -24624400.000000 Penalty: 5999.491699
	Iteration 44Q: 3 clusters Score -2.46244e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159248 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -24624796.000000 Penalty: 5999.491699
	Iteration 45Q: 3 clusters Score -2.46248e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161028 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -24625304.000000 Penalty: 5999.491699
	Iteration 46Q: 3 clusters Score -2.46253e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162746 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -24625668.000000 Penalty: 5999.491699
	Iteration 47Q: 3 clusters Score -2.462567e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164378 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -24625982.000000 Penalty: 5999.491699
	Iteration 48Q: 3 clusters Score -2.462598e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165848 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -24626304.000000 Penalty: 5999.491699
	Iteration 49Q: 3 clusters Score -2.46263e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167175 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -24626608.000000 Penalty: 5999.491699
	Iteration 50Q: 3 clusters Score -2.462661e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168345 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -24626826.000000 Penalty: 5999.491699
	Iteration 51Q: 3 clusters Score -2.462683e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169330 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -24627200.000000 Penalty: 5999.491699
	Iteration 52Q: 3 clusters Score -2.46272e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170258 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -24627456.000000 Penalty: 5999.491699
	Iteration 53Q: 3 clusters Score -2.462746e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171109 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -24627688.000000 Penalty: 5999.491699
	Iteration 54Q: 3 clusters Score -2.462769e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171873 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -24627866.000000 Penalty: 5999.491699
	Iteration 55Q: 3 clusters Score -2.462787e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172574 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -24628052.000000 Penalty: 5999.491699
	Iteration 56Q: 3 clusters Score -2.462805e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173188 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -24628180.000000 Penalty: 5999.491699
	Iteration 57Q: 3 clusters Score -2.462818e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173708 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -24628348.000000 Penalty: 5999.491699
	Iteration 58Q: 3 clusters Score -2.462835e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174157 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -24628546.000000 Penalty: 5999.491699
	Iteration 59Q: 3 clusters Score -2.462855e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174537 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -24628614.000000 Penalty: 5999.491699
	Iteration 60F: 3 clusters Score -2.462861e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174884 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -24628716.000000 Penalty: 5999.491699
	Iteration 61Q: 3 clusters Score -2.462872e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175181 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -24628804.000000 Penalty: 5999.491699
	Iteration 62Q: 3 clusters Score -2.46288e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175440 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -24628856.000000 Penalty: 5999.491699
	Iteration 63Q: 3 clusters Score -2.462886e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175648 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -24628974.000000 Penalty: 5999.491699
	Iteration 64Q: 3 clusters Score -2.462897e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175836 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -24629006.000000 Penalty: 5999.491699
	Iteration 65Q: 3 clusters Score -2.462901e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176001 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -24629076.000000 Penalty: 5999.491699
	Iteration 66Q: 3 clusters Score -2.462908e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176156 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -24629182.000000 Penalty: 5999.491699
	Iteration 67Q: 3 clusters Score -2.462918e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176272 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -24629228.000000 Penalty: 5999.491699
	Iteration 68Q: 3 clusters Score -2.462923e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176379 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -24629250.000000 Penalty: 5999.491699
	Iteration 69Q: 3 clusters Score -2.462925e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176470 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -24629300.000000 Penalty: 5999.491699
	Iteration 70Q: 3 clusters Score -2.46293e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176551 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -24629274.000000 Penalty: 5999.491699
	Iteration 71Q: 3 clusters Score -2.462927e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176620 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -24629268.000000 Penalty: 5999.491699
	Iteration 72Q: 3 clusters Score -2.462927e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176684 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -24629312.000000 Penalty: 5999.491699
	Iteration 73Q: 3 clusters Score -2.462931e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176732 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -24629336.000000 Penalty: 5999.491699
	Iteration 74Q: 3 clusters Score -2.462934e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176777 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -24629356.000000 Penalty: 5999.491699
	Iteration 75Q: 3 clusters Score -2.462936e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176817 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -24629370.000000 Penalty: 5999.491699
	Iteration 76Q: 3 clusters Score -2.462937e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176851 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -24629372.000000 Penalty: 5999.491699
	Iteration 77Q: 3 clusters Score -2.462937e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176878 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -24629376.000000 Penalty: 5999.491699
	Iteration 78Q: 3 clusters Score -2.462938e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176909 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -24629386.000000 Penalty: 5999.491699
	Iteration 79Q: 3 clusters Score -2.462939e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176941 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -24629376.000000 Penalty: 5999.491699
	Iteration 80F: 3 clusters Score -2.462938e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176974 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -24629396.000000 Penalty: 5999.491699
	Iteration 81Q: 3 clusters Score -2.46294e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177010 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -24629386.000000 Penalty: 5999.491699
	Iteration 82Q: 3 clusters Score -2.462939e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177046 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -24629418.000000 Penalty: 5999.491699
	Iteration 83Q: 3 clusters Score -2.462942e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177078 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -24629436.000000 Penalty: 5999.491699
	Iteration 84Q: 3 clusters Score -2.462944e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177112 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -24629456.000000 Penalty: 5999.491699
	Iteration 85Q: 3 clusters Score -2.462946e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177134 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -24629484.000000 Penalty: 5999.491699
	Iteration 86Q: 3 clusters Score -2.462948e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177164 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -24629492.000000 Penalty: 5999.491699
	Iteration 87Q: 3 clusters Score -2.462949e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177199 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -24629500.000000 Penalty: 5999.491699
	Iteration 88Q: 3 clusters Score -2.46295e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177223 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -24629484.000000 Penalty: 5999.491699
	Iteration 89Q: 3 clusters Score -2.462948e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177247 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -24629502.000000 Penalty: 5999.491699
	Iteration 90Q: 3 clusters Score -2.46295e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177275 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -24629536.000000 Penalty: 5999.491699
	Iteration 91Q: 3 clusters Score -2.462954e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177304 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -24629556.000000 Penalty: 5999.491699
	Iteration 92Q: 3 clusters Score -2.462956e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177326 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -24629550.000000 Penalty: 5999.491699
	Iteration 93Q: 3 clusters Score -2.462955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177341 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -24629596.000000 Penalty: 5999.491699
	Iteration 94Q: 3 clusters Score -2.46296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177353 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -24629590.000000 Penalty: 5999.491699
	Iteration 95Q: 3 clusters Score -2.462959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177359 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -24629602.000000 Penalty: 5999.491699
	Iteration 96Q: 3 clusters Score -2.46296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177363 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -24629598.000000 Penalty: 5999.491699
	Iteration 97Q: 3 clusters Score -2.46296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177369 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -24629600.000000 Penalty: 5999.491699
	Iteration 98Q: 3 clusters Score -2.46296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177377 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -24629582.000000 Penalty: 5999.491699
	Iteration 99Q: 3 clusters Score -2.462958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177381 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -24629584.000000 Penalty: 5999.491699
	Iteration 100F: 3 clusters Score -2.462958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177388 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -24629576.000000 Penalty: 5999.491699
	Iteration 101Q: 3 clusters Score -2.462958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177393 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -24629580.000000 Penalty: 5999.491699
	Iteration 102Q: 3 clusters Score -2.462958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177397 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -24629580.000000 Penalty: 5999.491699
	Iteration 103Q: 3 clusters Score -2.462958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177403 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -24629564.000000 Penalty: 5999.491699
	Iteration 104Q: 3 clusters Score -2.462956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177406 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -24629576.000000 Penalty: 5999.491699
	Iteration 105Q: 3 clusters Score -2.462958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177410 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -24629578.000000 Penalty: 5999.491699
	Iteration 106Q: 3 clusters Score -2.462958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177412 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -24629586.000000 Penalty: 5999.491699
	Iteration 107Q: 3 clusters Score -2.462959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177414 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -24629596.000000 Penalty: 5999.491699
	Iteration 108Q: 3 clusters Score -2.46296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177415 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -24629588.000000 Penalty: 5999.491699
	Iteration 109Q: 3 clusters Score -2.462959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177416 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -24629578.000000 Penalty: 5999.491699
	Iteration 110Q: 3 clusters Score -2.462958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177417 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -24629584.000000 Penalty: 5999.491699
	Iteration 111Q: 3 clusters Score -2.462958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177418 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -24629576.000000 Penalty: 5999.491699
	Iteration 112Q: 3 clusters Score -2.462958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177418 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -24629576.000000 Penalty: 5999.491699
	Iteration 113F: 3 clusters Score -2.462958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Entering Unmasked Estep 
Score: -4265600.500000 Penalty: 2561.109375
	Iteration 0F: 2 clusters Score -4265600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -4244631.000000 Penalty: 5122.218750
	Iteration 0F: 3 clusters Score -4244631 nChanged 13841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -4252082.500000 Penalty: 5122.218750
	Iteration 1F: 3 clusters Score -4252082 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -4252462.500000 Penalty: 5122.218750
	Iteration 2Q: 3 clusters Score -4252462 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -4252785.000000 Penalty: 5122.218750
	Iteration 3Q: 3 clusters Score -4252785 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -4253073.000000 Penalty: 5122.218750
	Iteration 4Q: 3 clusters Score -4253073 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -4253336.000000 Penalty: 5122.218750
	Iteration 5Q: 3 clusters Score -4253336 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -4253697.000000 Penalty: 5122.218750
	Iteration 6Q: 3 clusters Score -4253697 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -4254219.000000 Penalty: 5122.218750
	Iteration 7Q: 3 clusters Score -4254219 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -4254919.000000 Penalty: 5122.218750
	Iteration 8Q: 3 clusters Score -4254919 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -4255987.000000 Penalty: 5122.218750
	Iteration 9F: 3 clusters Score -4255987 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -4257511.000000 Penalty: 5122.218750
	Iteration 10F: 3 clusters Score -4257511 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -4259294.500000 Penalty: 5122.218750
	Iteration 11F: 3 clusters Score -4259294 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -4260948.000000 Penalty: 5122.218750
	Iteration 12F: 3 clusters Score -4260948 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -4261999.500000 Penalty: 5122.218750
	Iteration 13Q: 3 clusters Score -4262000 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -4262611.000000 Penalty: 5122.218750
	Iteration 14Q: 3 clusters Score -4262611 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -4262909.500000 Penalty: 5122.218750
	Iteration 15Q: 3 clusters Score -4262910 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -4263074.000000 Penalty: 5122.218750
	Iteration 16Q: 3 clusters Score -4263074 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -4263192.500000 Penalty: 5122.218750
	Iteration 17Q: 3 clusters Score -4263192 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -4263256.000000 Penalty: 5122.218750
	Iteration 18Q: 3 clusters Score -4263256 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -4263290.000000 Penalty: 5122.218750
	Iteration 19Q: 3 clusters Score -4263290 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -4263310.500000 Penalty: 5122.218750
	Iteration 20F: 3 clusters Score -4263310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -4263325.000000 Penalty: 5122.218750
	Iteration 21Q: 3 clusters Score -4263325 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -4263350.000000 Penalty: 5122.218750
	Iteration 22Q: 3 clusters Score -4263350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -4263362.000000 Penalty: 5122.218750
	Iteration 23Q: 3 clusters Score -4263362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -4263367.000000 Penalty: 5122.218750
	Iteration 24Q: 3 clusters Score -4263367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -4263370.000000 Penalty: 5122.218750
	Iteration 25Q: 3 clusters Score -4263370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -4263375.500000 Penalty: 5122.218750
	Iteration 26Q: 3 clusters Score -4263376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -4263382.000000 Penalty: 5122.218750
	Iteration 27Q: 3 clusters Score -4263382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -4263388.000000 Penalty: 5122.218750
	Iteration 28Q: 3 clusters Score -4263388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -4263388.000000 Penalty: 5122.218750
	Iteration 29Q: 3 clusters Score -4263388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -4263392.000000 Penalty: 5122.218750
	Iteration 30Q: 3 clusters Score -4263392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -4263399.500000 Penalty: 5122.218750
	Iteration 31Q: 3 clusters Score -4263400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -4263399.500000 Penalty: 5122.218750
	Iteration 32Q: 3 clusters Score -4263400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -4263399.500000 Penalty: 5122.218750
	Iteration 33Q: 3 clusters Score -4263400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -4263400.000000 Penalty: 5122.218750
	Iteration 34Q: 3 clusters Score -4263400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -4263407.000000 Penalty: 5122.218750
	Iteration 35Q: 3 clusters Score -4263407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -4263406.500000 Penalty: 5122.218750
	Iteration 36Q: 3 clusters Score -4263406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -4263404.000000 Penalty: 5122.218750
	Iteration 37Q: 3 clusters Score -4263404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -4263409.500000 Penalty: 5122.218750
	Iteration 38Q: 3 clusters Score -4263410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -4263412.000000 Penalty: 5122.218750
	Iteration 39Q: 3 clusters Score -4263412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -4263413.000000 Penalty: 5122.218750
	Iteration 40F: 3 clusters Score -4263413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -4263411.500000 Penalty: 5122.218750
	Iteration 41Q: 3 clusters Score -4263412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -4263410.000000 Penalty: 5122.218750
	Iteration 42Q: 3 clusters Score -4263410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -4263407.500000 Penalty: 5122.218750
	Iteration 43Q: 3 clusters Score -4263408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -4263407.500000 Penalty: 5122.218750
	Iteration 44F: 3 clusters Score -4263408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -62847.503906 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -62847.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61380.480469 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -61380.48 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61682.253906 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -61682.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61831.777344 Penalty: 3120.618408
	Iteration 2Q: 3 clusters Score -61831.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -61954.082031 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -61954.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -62064.468750 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -62064.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -62224.226562 Penalty: 3120.618408
	Iteration 5F: 3 clusters Score -62224.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -62407.062500 Penalty: 3120.618408
	Iteration 6F: 3 clusters Score -62407.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -62560.257812 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -62560.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -62693.042969 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -62693.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62734.367188 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -62734.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62743.144531 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -62743.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -62752.968750 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -62752.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -62762.023438 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -62762.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -62764.593750 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -62764.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -62766.242188 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -62766.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -62766.242188 Penalty: 3120.618408
	Iteration 15F: 3 clusters Score -62766.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Entering Unmasked Estep 
Score: -2229795.750000 Penalty: 2400.259766
	Iteration 0F: 2 clusters Score -2229796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2218355.500000 Penalty: 4800.519531
	Iteration 0F: 3 clusters Score -2218356 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2222075.500000 Penalty: 4800.519531
	Iteration 1F: 3 clusters Score -2222076 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2222471.750000 Penalty: 4800.519531
	Iteration 2F: 3 clusters Score -2222472 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2222787.000000 Penalty: 4800.519531
	Iteration 3Q: 3 clusters Score -2222787 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2223129.000000 Penalty: 4800.519531
	Iteration 4Q: 3 clusters Score -2223129 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2223549.750000 Penalty: 4800.519531
	Iteration 5Q: 3 clusters Score -2223550 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2224067.000000 Penalty: 4800.519531
	Iteration 6F: 3 clusters Score -2224067 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2224632.250000 Penalty: 4800.519531
	Iteration 7F: 3 clusters Score -2224632 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2225253.750000 Penalty: 4800.519531
	Iteration 8F: 3 clusters Score -2225254 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2225928.750000 Penalty: 4800.519531
	Iteration 9F: 3 clusters Score -2225929 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2226490.250000 Penalty: 4800.519531
	Iteration 10Q: 3 clusters Score -2226490 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2226873.000000 Penalty: 4800.519531
	Iteration 11Q: 3 clusters Score -2226873 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2227157.750000 Penalty: 4800.519531
	Iteration 12Q: 3 clusters Score -2227158 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2227341.250000 Penalty: 4800.519531
	Iteration 13Q: 3 clusters Score -2227341 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2227465.750000 Penalty: 4800.519531
	Iteration 14Q: 3 clusters Score -2227466 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2227554.000000 Penalty: 4800.519531
	Iteration 15Q: 3 clusters Score -2227554 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2227613.500000 Penalty: 4800.519531
	Iteration 16Q: 3 clusters Score -2227614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2227657.000000 Penalty: 4800.519531
	Iteration 17Q: 3 clusters Score -2227657 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2227685.750000 Penalty: 4800.519531
	Iteration 18Q: 3 clusters Score -2227686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2227694.000000 Penalty: 4800.519531
	Iteration 19Q: 3 clusters Score -2227694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2227702.250000 Penalty: 4800.519531
	Iteration 20F: 3 clusters Score -2227702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2227706.000000 Penalty: 4800.519531
	Iteration 21Q: 3 clusters Score -2227706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2227712.500000 Penalty: 4800.519531
	Iteration 22Q: 3 clusters Score -2227712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2227717.750000 Penalty: 4800.519531
	Iteration 23Q: 3 clusters Score -2227718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2227724.750000 Penalty: 4800.519531
	Iteration 24Q: 3 clusters Score -2227725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2227730.250000 Penalty: 4800.519531
	Iteration 25Q: 3 clusters Score -2227730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2227737.500000 Penalty: 4800.519531
	Iteration 26Q: 3 clusters Score -2227738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2227742.000000 Penalty: 4800.519531
	Iteration 27Q: 3 clusters Score -2227742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2227747.000000 Penalty: 4800.519531
	Iteration 28Q: 3 clusters Score -2227747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2227757.250000 Penalty: 4800.519531
	Iteration 29Q: 3 clusters Score -2227757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2227762.000000 Penalty: 4800.519531
	Iteration 30Q: 3 clusters Score -2227762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2227762.750000 Penalty: 4800.519531
	Iteration 31Q: 3 clusters Score -2227763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2227763.500000 Penalty: 4800.519531
	Iteration 32Q: 3 clusters Score -2227764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2227763.500000 Penalty: 4800.519531
	Iteration 33F: 3 clusters Score -2227764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 172463 members 
Mstep: Class 3 contains 20728 members 
Mstep: Class 4 contains 57115 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13325 members 
Mstep: Class 7 contains 201084 members 
Mstep: Class 8 contains 66814 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179109 members 
Mstep: Class 17 contains 30548 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076520.000000 Penalty: 57601.605469
Iteration 479Q: 18 clusters Score -1.160765e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 172462 members 
Mstep: Class 3 contains 20728 members 
Mstep: Class 4 contains 57115 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201086 members 
Mstep: Class 8 contains 66814 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179110 members 
Mstep: Class 17 contains 30548 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076512.000000 Penalty: 57601.605469
Iteration 480F: 18 clusters Score -1.160765e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 172461 members 
Mstep: Class 3 contains 20728 members 
Mstep: Class 4 contains 57115 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201088 members 
Mstep: Class 8 contains 66814 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179110 members 
Mstep: Class 17 contains 30548 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076520.000000 Penalty: 57601.605469
Iteration 481Q: 18 clusters Score -1.160765e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 172463 members 
Mstep: Class 3 contains 20727 members 
Mstep: Class 4 contains 57115 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201087 members 
Mstep: Class 8 contains 66816 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179109 members 
Mstep: Class 17 contains 30548 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076560.000000 Penalty: 57601.605469
Iteration 482Q: 18 clusters Score -1.160766e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 172466 members 
Mstep: Class 3 contains 20727 members 
Mstep: Class 4 contains 57114 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201085 members 
Mstep: Class 8 contains 66817 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179108 members 
Mstep: Class 17 contains 30547 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076576.000000 Penalty: 57601.605469
Iteration 483Q: 18 clusters Score -1.160766e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 172467 members 
Mstep: Class 3 contains 20728 members 
Mstep: Class 4 contains 57114 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201081 members 
Mstep: Class 8 contains 66818 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179108 members 
Mstep: Class 17 contains 30547 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076552.000000 Penalty: 57601.605469
Iteration 484Q: 18 clusters Score -1.160766e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 172468 members 
Mstep: Class 3 contains 20729 members 
Mstep: Class 4 contains 57114 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201078 members 
Mstep: Class 8 contains 66817 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179108 members 
Mstep: Class 17 contains 30547 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076512.000000 Penalty: 57601.605469
Iteration 485Q: 18 clusters Score -1.160765e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 172470 members 
Mstep: Class 3 contains 20728 members 
Mstep: Class 4 contains 57113 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201074 members 
Mstep: Class 8 contains 66817 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179110 members 
Mstep: Class 17 contains 30549 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076568.000000 Penalty: 57601.605469
Iteration 486Q: 18 clusters Score -1.160766e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 172474 members 
Mstep: Class 3 contains 20728 members 
Mstep: Class 4 contains 57110 members 
Mstep: Class 5 contains 6603 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201068 members 
Mstep: Class 8 contains 66818 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179109 members 
Mstep: Class 17 contains 30551 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076624.000000 Penalty: 57601.605469
Iteration 487Q: 18 clusters Score -1.160766e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 172479 members 
Mstep: Class 3 contains 20728 members 
Mstep: Class 4 contains 57110 members 
Mstep: Class 5 contains 6603 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201062 members 
Mstep: Class 8 contains 66818 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179108 members 
Mstep: Class 17 contains 30550 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076648.000000 Penalty: 57601.605469
Iteration 488Q: 18 clusters Score -1.160766e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 172479 members 
Mstep: Class 3 contains 20728 members 
Mstep: Class 4 contains 57111 members 
Mstep: Class 5 contains 6603 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201060 members 
Mstep: Class 8 contains 66818 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179107 members 
Mstep: Class 17 contains 30550 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076624.000000 Penalty: 57601.605469
Iteration 489Q: 18 clusters Score -1.160766e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 172479 members 
Mstep: Class 3 contains 20728 members 
Mstep: Class 4 contains 57111 members 
Mstep: Class 5 contains 6603 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201058 members 
Mstep: Class 8 contains 66818 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179109 members 
Mstep: Class 17 contains 30551 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076640.000000 Penalty: 57601.605469
Iteration 490Q: 18 clusters Score -1.160766e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 172480 members 
Mstep: Class 3 contains 20728 members 
Mstep: Class 4 contains 57111 members 
Mstep: Class 5 contains 6603 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201055 members 
Mstep: Class 8 contains 66818 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179111 members 
Mstep: Class 17 contains 30551 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076608.000000 Penalty: 57601.605469
Iteration 491Q: 18 clusters Score -1.160766e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 172480 members 
Mstep: Class 3 contains 20728 members 
Mstep: Class 4 contains 57111 members 
Mstep: Class 5 contains 6603 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201058 members 
Mstep: Class 8 contains 66818 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179109 members 
Mstep: Class 17 contains 30551 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076616.000000 Penalty: 57601.605469
Iteration 492Q: 18 clusters Score -1.160766e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 172479 members 
Mstep: Class 3 contains 20728 members 
Mstep: Class 4 contains 57111 members 
Mstep: Class 5 contains 6603 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201058 members 
Mstep: Class 8 contains 66818 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179112 members 
Mstep: Class 17 contains 30551 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076632.000000 Penalty: 57601.605469
Iteration 493Q: 18 clusters Score -1.160766e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 172478 members 
Mstep: Class 3 contains 20728 members 
Mstep: Class 4 contains 57111 members 
Mstep: Class 5 contains 6603 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201057 members 
Mstep: Class 8 contains 66818 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36874 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179110 members 
Mstep: Class 17 contains 30553 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076640.000000 Penalty: 57601.605469
Iteration 494Q: 18 clusters Score -1.160766e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 172476 members 
Mstep: Class 3 contains 20728 members 
Mstep: Class 4 contains 57111 members 
Mstep: Class 5 contains 6603 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201052 members 
Mstep: Class 8 contains 66818 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36874 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179116 members 
Mstep: Class 17 contains 30552 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076616.000000 Penalty: 57601.605469
Iteration 495Q: 18 clusters Score -1.160766e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 172475 members 
Mstep: Class 3 contains 20728 members 
Mstep: Class 4 contains 57110 members 
Mstep: Class 5 contains 6603 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201052 members 
Mstep: Class 8 contains 66818 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36874 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179117 members 
Mstep: Class 17 contains 30552 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076648.000000 Penalty: 57601.605469
Iteration 496Q: 18 clusters Score -1.160766e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 172475 members 
Mstep: Class 3 contains 20728 members 
Mstep: Class 4 contains 57110 members 
Mstep: Class 5 contains 6603 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201048 members 
Mstep: Class 8 contains 66819 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36874 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179121 members 
Mstep: Class 17 contains 30552 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076648.000000 Penalty: 57601.605469
Iteration 497Q: 18 clusters Score -1.160766e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 172476 members 
Mstep: Class 3 contains 20728 members 
Mstep: Class 4 contains 57110 members 
Mstep: Class 5 contains 6603 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201045 members 
Mstep: Class 8 contains 66818 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36874 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179123 members 
Mstep: Class 17 contains 30552 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076616.000000 Penalty: 57601.605469
Iteration 498Q: 18 clusters Score -1.160766e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 172470 members 
Mstep: Class 3 contains 20729 members 
Mstep: Class 4 contains 57111 members 
Mstep: Class 5 contains 6603 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201044 members 
Mstep: Class 8 contains 66818 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36872 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179124 members 
Mstep: Class 17 contains 30553 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076568.000000 Penalty: 57601.605469
Iteration 499Q: 18 clusters Score -1.160766e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 172468 members 
Mstep: Class 3 contains 20730 members 
Mstep: Class 4 contains 57111 members 
Mstep: Class 5 contains 6603 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 201044 members 
Mstep: Class 8 contains 66818 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 16 contains 179121 members 
Mstep: Class 17 contains 30554 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 23 contains 15988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116076600.000000 Penalty: 57601.605469
Iteration 500F: 18 clusters Score -1.160766e+08 nChanged 14
Maximum iterations exceeded
--- Evaluating fit on full set of 2574669 points ---
Entering Unmasked Estep 
Score: -344546560.000000 Penalty: 62233.351562
24->18 Clusters: Score -344546560.000000, best is -344566240.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 858223 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 36072 members 
Mstep: Class 3 contains 35577 members 
Mstep: Class 4 contains 35732 members 
Mstep: Class 5 contains 35898 members 
Mstep: Class 6 contains 35606 members 
Mstep: Class 7 contains 35744 members 
Mstep: Class 8 contains 35826 members 
Mstep: Class 9 contains 35306 members 
Mstep: Class 10 contains 35709 members 
Mstep: Class 11 contains 35931 members 
Mstep: Class 12 contains 35882 members 
Mstep: Class 13 contains 35846 members 
Mstep: Class 14 contains 35885 members 
Mstep: Class 15 contains 36075 members 
Mstep: Class 16 contains 35481 members 
Mstep: Class 17 contains 35687 members 
Mstep: Class 18 contains 35928 members 
Mstep: Class 19 contains 35920 members 
Mstep: Class 20 contains 35759 members 
Mstep: Class 21 contains 35734 members 
Mstep: Class 22 contains 35467 members 
Mstep: Class 23 contains 35596 members 
Mstep: Class 24 contains 35589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 619.762024 but Gain 3388.328125
Score: -112800344.000000 Penalty: 77931.585938
Iteration 0F: 24 clusters Score -1.128003e+08 nChanged 817116
Entering Unmasked Mstep 
Mstep: Class 0 contains 1055 members 
Mstep: Class 1 contains 100215 members 
Mstep: Class 2 contains 41051 members 
Mstep: Class 3 contains 23584 members 
Mstep: Class 4 contains 43054 members 
Mstep: Class 5 contains 39871 members 
Mstep: Class 6 contains 26932 members 
Mstep: Class 7 contains 18777 members 
Mstep: Class 8 contains 16478 members 
Mstep: Class 10 contains 27093 members 
Mstep: Class 11 contains 21252 members 
Mstep: Class 12 contains 25614 members 
Mstep: Class 13 contains 135502 members 
Mstep: Class 14 contains 16640 members 
Mstep: Class 15 contains 38294 members 
Mstep: Class 16 contains 22869 members 
Mstep: Class 17 contains 22513 members 
Mstep: Class 18 contains 33601 members 
Mstep: Class 19 contains 20795 members 
Mstep: Class 20 contains 47615 members 
Mstep: Class 21 contains 33957 members 
Mstep: Class 22 contains 16335 members 
Mstep: Class 23 contains 22472 members 
Mstep: Class 24 contains 62654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114926984.000000 Penalty: 77931.585938
Iteration 1F: 24 clusters Score -1.14927e+08 nChanged 276658
Entering Unmasked Mstep 
Mstep: Class 0 contains 419 members 
Mstep: Class 1 contains 149014 members 
Mstep: Class 2 contains 34360 members 
Mstep: Class 3 contains 15759 members 
Mstep: Class 4 contains 41365 members 
Mstep: Class 5 contains 29434 members 
Mstep: Class 6 contains 18477 members 
Mstep: Class 7 contains 17059 members 
Mstep: Class 8 contains 10919 members 
Mstep: Class 10 contains 25569 members 
Mstep: Class 11 contains 22594 members 
Mstep: Class 12 contains 22367 members 
Mstep: Class 13 contains 191011 members 
Mstep: Class 14 contains 9699 members 
Mstep: Class 15 contains 32113 members 
Mstep: Class 16 contains 15643 members 
Mstep: Class 17 contains 26747 members 
Mstep: Class 18 contains 33937 members 
Mstep: Class 19 contains 15896 members 
Mstep: Class 20 contains 39468 members 
Mstep: Class 21 contains 28234 members 
Mstep: Class 22 contains 5325 members 
Mstep: Class 23 contains 18325 members 
Mstep: Class 24 contains 54489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115325016.000000 Penalty: 77931.585938
Iteration 2F: 24 clusters Score -1.15325e+08 nChanged 207961
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 192998 members 
Mstep: Class 2 contains 29232 members 
Mstep: Class 3 contains 10291 members 
Mstep: Class 4 contains 34529 members 
Mstep: Class 5 contains 18454 members 
Mstep: Class 6 contains 12172 members 
Mstep: Class 7 contains 13535 members 
Mstep: Class 8 contains 6220 members 
Mstep: Class 10 contains 21577 members 
Mstep: Class 11 contains 30988 members 
Mstep: Class 12 contains 17114 members 
Mstep: Class 13 contains 244359 members 
Mstep: Class 14 contains 3595 members 
Mstep: Class 15 contains 22554 members 
Mstep: Class 16 contains 10749 members 
Mstep: Class 17 contains 28289 members 
Mstep: Class 18 contains 27877 members 
Mstep: Class 19 contains 11340 members 
Mstep: Class 20 contains 33823 members 
Mstep: Class 21 contains 22887 members 
Mstep: Class 22 contains 2136 members 
Mstep: Class 23 contains 20707 members 
Mstep: Class 24 contains 42475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115519096.000000 Penalty: 77931.585938
Iteration 3F: 24 clusters Score -1.155191e+08 nChanged 153874
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 229875 members 
Mstep: Class 2 contains 23464 members 
Mstep: Class 3 contains 6622 members 
Mstep: Class 4 contains 26011 members 
Mstep: Class 5 contains 10242 members 
Mstep: Class 6 contains 8224 members 
Mstep: Class 7 contains 9753 members 
Mstep: Class 8 contains 3708 members 
Mstep: Class 10 contains 15988 members 
Mstep: Class 11 contains 36767 members 
Mstep: Class 12 contains 11563 members 
Mstep: Class 13 contains 281100 members 
Mstep: Class 14 contains 1177 members 
Mstep: Class 15 contains 14875 members 
Mstep: Class 16 contains 8417 members 
Mstep: Class 17 contains 27841 members 
Mstep: Class 18 contains 19752 members 
Mstep: Class 19 contains 7943 members 
Mstep: Class 20 contains 33560 members 
Mstep: Class 21 contains 19595 members 
Mstep: Class 22 contains 1904 members 
Mstep: Class 23 contains 23745 members 
Mstep: Class 24 contains 35844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2406.489258 but Gain 3388.335938
Score: -115644760.000000 Penalty: 74543.250000
Iteration 4F: 23 clusters Score -1.156448e+08 nChanged 128795
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 255767 members 
Mstep: Class 2 contains 18316 members 
Mstep: Class 3 contains 4326 members 
Mstep: Class 4 contains 18676 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 5395 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 10 contains 10722 members 
Mstep: Class 11 contains 39500 members 
Mstep: Class 12 contains 7249 members 
Mstep: Class 13 contains 305900 members 
Mstep: Class 14 contains 921 members 
Mstep: Class 15 contains 10166 members 
Mstep: Class 16 contains 7020 members 
Mstep: Class 17 contains 27905 members 
Mstep: Class 18 contains 13324 members 
Mstep: Class 19 contains 5467 members 
Mstep: Class 20 contains 35813 members 
Mstep: Class 21 contains 16818 members 
Mstep: Class 22 contains 2112 members 
Mstep: Class 23 contains 26914 members 
Mstep: Class 24 contains 33162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2896.034180 but Gain 3388.328125
Score: -115727960.000000 Penalty: 71154.921875
Iteration 5F: 22 clusters Score -1.15728e+08 nChanged 124950
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 267869 members 
Mstep: Class 2 contains 13661 members 
Mstep: Class 4 contains 13082 members 
Mstep: Class 5 contains 3469 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 5383 members 
Mstep: Class 10 contains 6577 members 
Mstep: Class 11 contains 40482 members 
Mstep: Class 12 contains 4426 members 
Mstep: Class 13 contains 328938 members 
Mstep: Class 14 contains 939 members 
Mstep: Class 15 contains 7419 members 
Mstep: Class 16 contains 5938 members 
Mstep: Class 17 contains 29735 members 
Mstep: Class 18 contains 8755 members 
Mstep: Class 19 contains 3620 members 
Mstep: Class 20 contains 38098 members 
Mstep: Class 21 contains 13642 members 
Mstep: Class 22 contains 2089 members 
Mstep: Class 23 contains 29400 members 
Mstep: Class 24 contains 31465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1913.304199 but Gain 3388.328125
Score: -115750296.000000 Penalty: 67766.593750
Iteration 6F: 21 clusters Score -1.157503e+08 nChanged 108630
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 280461 members 
Mstep: Class 2 contains 10259 members 
Mstep: Class 4 contains 9730 members 
Mstep: Class 5 contains 2513 members 
Mstep: Class 7 contains 4970 members 
Mstep: Class 10 contains 4030 members 
Mstep: Class 11 contains 41021 members 
Mstep: Class 12 contains 2887 members 
Mstep: Class 13 contains 332727 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 6033 members 
Mstep: Class 16 contains 5067 members 
Mstep: Class 17 contains 33419 members 
Mstep: Class 18 contains 6221 members 
Mstep: Class 19 contains 2469 members 
Mstep: Class 20 contains 40875 members 
Mstep: Class 21 contains 10838 members 
Mstep: Class 22 contains 2083 members 
Mstep: Class 23 contains 30495 members 
Mstep: Class 24 contains 31168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1880.467407 but Gain 3388.332031
Score: -115786816.000000 Penalty: 64378.261719
Iteration 7F: 20 clusters Score -1.157868e+08 nChanged 90735
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 299535 members 
Mstep: Class 2 contains 7989 members 
Mstep: Class 4 contains 8096 members 
Mstep: Class 5 contains 2003 members 
Mstep: Class 7 contains 5449 members 
Mstep: Class 10 contains 2680 members 
Mstep: Class 11 contains 41161 members 
Mstep: Class 12 contains 2071 members 
Mstep: Class 13 contains 319252 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 5342 members 
Mstep: Class 16 contains 4254 members 
Mstep: Class 17 contains 37909 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 20 contains 44070 members 
Mstep: Class 21 contains 8404 members 
Mstep: Class 22 contains 2073 members 
Mstep: Class 23 contains 30327 members 
Mstep: Class 24 contains 31647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1916.800537 but Gain 3388.328125
Score: -115846352.000000 Penalty: 60989.933594
Iteration 8F: 19 clusters Score -1.158464e+08 nChanged 79430
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 321048 members 
Mstep: Class 2 contains 6294 members 
Mstep: Class 4 contains 7421 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 7 contains 5546 members 
Mstep: Class 10 contains 1776 members 
Mstep: Class 11 contains 40863 members 
Mstep: Class 13 contains 301579 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 4925 members 
Mstep: Class 16 contains 3476 members 
Mstep: Class 17 contains 41615 members 
Mstep: Class 18 contains 4546 members 
Mstep: Class 20 contains 46913 members 
Mstep: Class 21 contains 6082 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 29038 members 
Mstep: Class 24 contains 32383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1493.174561 but Gain 3388.328125
Score: -115887056.000000 Penalty: 57601.605469
Iteration 9F: 18 clusters Score -1.158871e+08 nChanged 69584
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 336830 members 
Mstep: Class 2 contains 5013 members 
Mstep: Class 4 contains 7483 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 7 contains 5399 members 
Mstep: Class 11 contains 40470 members 
Mstep: Class 13 contains 286093 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 4758 members 
Mstep: Class 16 contains 2689 members 
Mstep: Class 17 contains 45744 members 
Mstep: Class 18 contains 4697 members 
Mstep: Class 20 contains 49752 members 
Mstep: Class 21 contains 4207 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 27641 members 
Mstep: Class 24 contains 32997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2321.047119 but Gain 3388.332031
Score: -115900144.000000 Penalty: 54213.273438
Iteration 10F: 17 clusters Score -1.159001e+08 nChanged 58215
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 338993 members 
Mstep: Class 2 contains 4210 members 
Mstep: Class 4 contains 8629 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 7 contains 5338 members 
Mstep: Class 11 contains 40379 members 
Mstep: Class 13 contains 278751 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 15 contains 4748 members 
Mstep: Class 17 contains 50317 members 
Mstep: Class 18 contains 5235 members 
Mstep: Class 20 contains 53982 members 
Mstep: Class 21 contains 3027 members 
Mstep: Class 22 contains 1967 members 
Mstep: Class 23 contains 26626 members 
Mstep: Class 24 contains 33750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2397.274902 but Gain 3388.328125
Score: -115913776.000000 Penalty: 50824.945312
Iteration 11F: 16 clusters Score -1.159138e+08 nChanged 45719
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 331452 members 
Mstep: Class 2 contains 3651 members 
Mstep: Class 4 contains 10599 members 
Mstep: Class 5 contains 1101 members 
Mstep: Class 7 contains 5499 members 
Mstep: Class 11 contains 40129 members 
Mstep: Class 13 contains 278640 members 
Mstep: Class 14 contains 972 members 
Mstep: Class 15 contains 4989 members 
Mstep: Class 17 contains 55680 members 
Mstep: Class 18 contains 5979 members 
Mstep: Class 20 contains 57646 members 
Mstep: Class 22 contains 1928 members 
Mstep: Class 23 contains 25761 members 
Mstep: Class 24 contains 34186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115931784.000000 Penalty: 50824.945312
Iteration 12F: 16 clusters Score -1.159318e+08 nChanged 33332
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 321042 members 
Mstep: Class 2 contains 3284 members 
Mstep: Class 4 contains 13069 members 
Mstep: Class 5 contains 916 members 
Mstep: Class 7 contains 5696 members 
Mstep: Class 11 contains 39737 members 
Mstep: Class 13 contains 278675 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 5166 members 
Mstep: Class 17 contains 61324 members 
Mstep: Class 18 contains 6985 members 
Mstep: Class 20 contains 60417 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 24904 members 
Mstep: Class 24 contains 34120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115947792.000000 Penalty: 50824.945312
Iteration 13Q: 16 clusters Score -1.159478e+08 nChanged 28198
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 310438 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 4 contains 15653 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 7 contains 5902 members 
Mstep: Class 11 contains 39582 members 
Mstep: Class 13 contains 278861 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 5330 members 
Mstep: Class 17 contains 67016 members 
Mstep: Class 18 contains 8160 members 
Mstep: Class 20 contains 62911 members 
Mstep: Class 22 contains 1894 members 
Mstep: Class 23 contains 23864 members 
Mstep: Class 24 contains 33839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115962968.000000 Penalty: 50824.945312
Iteration 14Q: 16 clusters Score -1.15963e+08 nChanged 25244
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 300213 members 
Mstep: Class 2 contains 2816 members 
Mstep: Class 4 contains 18294 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 7 contains 6102 members 
Mstep: Class 11 contains 39532 members 
Mstep: Class 13 contains 278757 members 
Mstep: Class 14 contains 971 members 
Mstep: Class 15 contains 5583 members 
Mstep: Class 17 contains 72699 members 
Mstep: Class 18 contains 9384 members 
Mstep: Class 20 contains 65065 members 
Mstep: Class 22 contains 1894 members 
Mstep: Class 23 contains 22723 members 
Mstep: Class 24 contains 33510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115975288.000000 Penalty: 50824.945312
Iteration 15Q: 16 clusters Score -1.159753e+08 nChanged 23329
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 290497 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 4 contains 20845 members 
Mstep: Class 5 contains 612 members 
Mstep: Class 7 contains 6327 members 
Mstep: Class 11 contains 39519 members 
Mstep: Class 13 contains 278351 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 17 contains 78261 members 
Mstep: Class 18 contains 10593 members 
Mstep: Class 20 contains 67094 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 21579 members 
Mstep: Class 24 contains 33167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115985736.000000 Penalty: 50824.945312
Iteration 16Q: 16 clusters Score -1.159857e+08 nChanged 22019
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 281195 members 
Mstep: Class 2 contains 2588 members 
Mstep: Class 4 contains 23316 members 
Mstep: Class 5 contains 584 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 11 contains 39557 members 
Mstep: Class 13 contains 277486 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 6054 members 
Mstep: Class 17 contains 83747 members 
Mstep: Class 18 contains 11786 members 
Mstep: Class 20 contains 69166 members 
Mstep: Class 22 contains 1890 members 
Mstep: Class 23 contains 20476 members 
Mstep: Class 24 contains 32772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115992208.000000 Penalty: 50824.945312
Iteration 17Q: 16 clusters Score -1.159922e+08 nChanged 21442
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 271778 members 
Mstep: Class 2 contains 2564 members 
Mstep: Class 4 contains 25785 members 
Mstep: Class 5 contains 574 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 11 contains 39677 members 
Mstep: Class 13 contains 276607 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 6251 members 
Mstep: Class 17 contains 89152 members 
Mstep: Class 18 contains 13006 members 
Mstep: Class 20 contains 71225 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 19449 members 
Mstep: Class 24 contains 32352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115996120.000000 Penalty: 50824.945312
Iteration 18Q: 16 clusters Score -1.159961e+08 nChanged 22432
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 260797 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 4 contains 28293 members 
Mstep: Class 5 contains 572 members 
Mstep: Class 7 contains 7337 members 
Mstep: Class 11 contains 39774 members 
Mstep: Class 13 contains 276591 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 6418 members 
Mstep: Class 17 contains 94855 members 
Mstep: Class 18 contains 14162 members 
Mstep: Class 20 contains 73474 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 18463 members 
Mstep: Class 24 contains 32037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115998264.000000 Penalty: 50824.945312
Iteration 19Q: 16 clusters Score -1.159983e+08 nChanged 22454
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 248938 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 4 contains 30911 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 7 contains 7779 members 
Mstep: Class 11 contains 39938 members 
Mstep: Class 13 contains 276796 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 6563 members 
Mstep: Class 17 contains 100784 members 
Mstep: Class 18 contains 15250 members 
Mstep: Class 20 contains 75844 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 17595 members 
Mstep: Class 24 contains 31761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116007328.000000 Penalty: 50824.945312
Iteration 20F: 16 clusters Score -1.160073e+08 nChanged 21034
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 238085 members 
Mstep: Class 2 contains 2694 members 
Mstep: Class 4 contains 33464 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 7 contains 8208 members 
Mstep: Class 11 contains 40120 members 
Mstep: Class 13 contains 276102 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 6677 members 
Mstep: Class 17 contains 106558 members 
Mstep: Class 18 contains 16361 members 
Mstep: Class 20 contains 78195 members 
Mstep: Class 22 contains 1892 members 
Mstep: Class 23 contains 16850 members 
Mstep: Class 24 contains 31475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116016024.000000 Penalty: 50824.945312
Iteration 21Q: 16 clusters Score -1.16016e+08 nChanged 19592
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 228792 members 
Mstep: Class 2 contains 2757 members 
Mstep: Class 4 contains 35811 members 
Mstep: Class 5 contains 547 members 
Mstep: Class 7 contains 8621 members 
Mstep: Class 11 contains 40277 members 
Mstep: Class 13 contains 274525 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 6787 members 
Mstep: Class 17 contains 112084 members 
Mstep: Class 18 contains 17373 members 
Mstep: Class 20 contains 80427 members 
Mstep: Class 22 contains 1893 members 
Mstep: Class 23 contains 16149 members 
Mstep: Class 24 contains 31196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116023040.000000 Penalty: 50824.945312
Iteration 22Q: 16 clusters Score -1.16023e+08 nChanged 18161
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 221150 members 
Mstep: Class 2 contains 2860 members 
Mstep: Class 4 contains 38056 members 
Mstep: Class 5 contains 531 members 
Mstep: Class 7 contains 8983 members 
Mstep: Class 11 contains 40428 members 
Mstep: Class 13 contains 271862 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 6881 members 
Mstep: Class 17 contains 117282 members 
Mstep: Class 18 contains 18338 members 
Mstep: Class 20 contains 82586 members 
Mstep: Class 22 contains 1893 members 
Mstep: Class 23 contains 15494 members 
Mstep: Class 24 contains 30895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116028832.000000 Penalty: 50824.945312
Iteration 23Q: 16 clusters Score -1.160288e+08 nChanged 17258
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 214796 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 4 contains 40107 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 7 contains 9302 members 
Mstep: Class 11 contains 40628 members 
Mstep: Class 13 contains 268540 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 6923 members 
Mstep: Class 17 contains 122241 members 
Mstep: Class 18 contains 19242 members 
Mstep: Class 20 contains 84549 members 
Mstep: Class 22 contains 1895 members 
Mstep: Class 23 contains 14929 members 
Mstep: Class 24 contains 30601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116033504.000000 Penalty: 50824.945312
Iteration 24Q: 16 clusters Score -1.160335e+08 nChanged 16750
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 209366 members 
Mstep: Class 2 contains 3074 members 
Mstep: Class 4 contains 42009 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 7 contains 9589 members 
Mstep: Class 11 contains 40793 members 
Mstep: Class 13 contains 264632 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 6959 members 
Mstep: Class 17 contains 126947 members 
Mstep: Class 18 contains 20108 members 
Mstep: Class 20 contains 86527 members 
Mstep: Class 22 contains 1895 members 
Mstep: Class 23 contains 14454 members 
Mstep: Class 24 contains 30369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116035888.000000 Penalty: 50824.945312
Iteration 25Q: 16 clusters Score -1.160359e+08 nChanged 16915
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 204842 members 
Mstep: Class 2 contains 3201 members 
Mstep: Class 4 contains 43823 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 7 contains 9821 members 
Mstep: Class 11 contains 40903 members 
Mstep: Class 13 contains 259867 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 7008 members 
Mstep: Class 17 contains 131571 members 
Mstep: Class 18 contains 20985 members 
Mstep: Class 20 contains 88593 members 
Mstep: Class 22 contains 1896 members 
Mstep: Class 23 contains 14022 members 
Mstep: Class 24 contains 30194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116039192.000000 Penalty: 50824.945312
Iteration 26Q: 16 clusters Score -1.160392e+08 nChanged 15754
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 201395 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 4 contains 45495 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 7 contains 10006 members 
Mstep: Class 11 contains 41001 members 
Mstep: Class 13 contains 254312 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 7053 members 
Mstep: Class 17 contains 135997 members 
Mstep: Class 18 contains 21851 members 
Mstep: Class 20 contains 90687 members 
Mstep: Class 22 contains 1896 members 
Mstep: Class 23 contains 13682 members 
Mstep: Class 24 contains 30040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116042792.000000 Penalty: 50824.945312
Iteration 27Q: 16 clusters Score -1.160428e+08 nChanged 15020
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 198283 members 
Mstep: Class 2 contains 3388 members 
Mstep: Class 4 contains 46972 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 7 contains 10158 members 
Mstep: Class 11 contains 41167 members 
Mstep: Class 13 contains 248719 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 7097 members 
Mstep: Class 17 contains 140522 members 
Mstep: Class 18 contains 22600 members 
Mstep: Class 20 contains 92687 members 
Mstep: Class 22 contains 1896 members 
Mstep: Class 23 contains 13402 members 
Mstep: Class 24 contains 29831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116046904.000000 Penalty: 50824.945312
Iteration 28Q: 16 clusters Score -1.160469e+08 nChanged 14315
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 195527 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 4 contains 48244 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 7 contains 10239 members 
Mstep: Class 11 contains 41319 members 
Mstep: Class 13 contains 243288 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 7140 members 
Mstep: Class 17 contains 144910 members 
Mstep: Class 18 contains 23296 members 
Mstep: Class 20 contains 94587 members 
Mstep: Class 22 contains 1896 members 
Mstep: Class 23 contains 13180 members 
Mstep: Class 24 contains 29647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116049936.000000 Penalty: 50824.945312
Iteration 29Q: 16 clusters Score -1.160499e+08 nChanged 13989
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 192700 members 
Mstep: Class 2 contains 3515 members 
Mstep: Class 4 contains 49349 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 7 contains 10280 members 
Mstep: Class 11 contains 41472 members 
Mstep: Class 13 contains 238253 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 7177 members 
Mstep: Class 17 contains 149382 members 
Mstep: Class 18 contains 23977 members 
Mstep: Class 20 contains 96314 members 
Mstep: Class 22 contains 1896 members 
Mstep: Class 23 contains 12998 members 
Mstep: Class 24 contains 29419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116053048.000000 Penalty: 50824.945312
Iteration 30Q: 16 clusters Score -1.16053e+08 nChanged 13861
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 190048 members 
Mstep: Class 2 contains 3531 members 
Mstep: Class 4 contains 50294 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 7 contains 10330 members 
Mstep: Class 11 contains 41600 members 
Mstep: Class 13 contains 233168 members 
Mstep: Class 14 contains 992 members 
Mstep: Class 15 contains 7216 members 
Mstep: Class 17 contains 153838 members 
Mstep: Class 18 contains 24594 members 
Mstep: Class 20 contains 98079 members 
Mstep: Class 22 contains 1896 members 
Mstep: Class 23 contains 12902 members 
Mstep: Class 24 contains 29229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116055824.000000 Penalty: 50824.945312
Iteration 31Q: 16 clusters Score -1.160558e+08 nChanged 13614
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 187960 members 
Mstep: Class 2 contains 3552 members 
Mstep: Class 4 contains 51071 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 7 contains 10389 members 
Mstep: Class 11 contains 41752 members 
Mstep: Class 13 contains 227513 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 7291 members 
Mstep: Class 17 contains 158358 members 
Mstep: Class 18 contains 25175 members 
Mstep: Class 20 contains 99918 members 
Mstep: Class 22 contains 1895 members 
Mstep: Class 23 contains 12875 members 
Mstep: Class 24 contains 28973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116059224.000000 Penalty: 50824.945312
Iteration 32Q: 16 clusters Score -1.160592e+08 nChanged 13407
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 185800 members 
Mstep: Class 2 contains 3581 members 
Mstep: Class 4 contains 51629 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 7 contains 10452 members 
Mstep: Class 11 contains 41894 members 
Mstep: Class 13 contains 222456 members 
Mstep: Class 14 contains 997 members 
Mstep: Class 15 contains 7304 members 
Mstep: Class 17 contains 162837 members 
Mstep: Class 18 contains 25665 members 
Mstep: Class 20 contains 101648 members 
Mstep: Class 22 contains 1896 members 
Mstep: Class 23 contains 12849 members 
Mstep: Class 24 contains 28709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116061744.000000 Penalty: 50824.945312
Iteration 33Q: 16 clusters Score -1.160617e+08 nChanged 13348
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 183579 members 
Mstep: Class 2 contains 3589 members 
Mstep: Class 4 contains 52077 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 7 contains 10484 members 
Mstep: Class 11 contains 42080 members 
Mstep: Class 13 contains 217902 members 
Mstep: Class 14 contains 1001 members 
Mstep: Class 15 contains 7322 members 
Mstep: Class 17 contains 167178 members 
Mstep: Class 18 contains 26052 members 
Mstep: Class 20 contains 103313 members 
Mstep: Class 22 contains 1896 members 
Mstep: Class 23 contains 12835 members 
Mstep: Class 24 contains 28408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116062784.000000 Penalty: 50824.945312
Iteration 34Q: 16 clusters Score -1.160628e+08 nChanged 13208
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 181846 members 
Mstep: Class 2 contains 3584 members 
Mstep: Class 4 contains 52416 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 7 contains 10490 members 
Mstep: Class 11 contains 42218 members 
Mstep: Class 13 contains 213055 members 
Mstep: Class 14 contains 1001 members 
Mstep: Class 15 contains 7372 members 
Mstep: Class 17 contains 171453 members 
Mstep: Class 18 contains 26442 members 
Mstep: Class 20 contains 104998 members 
Mstep: Class 22 contains 1895 members 
Mstep: Class 23 contains 12815 members 
Mstep: Class 24 contains 28134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116064224.000000 Penalty: 50824.945312
Iteration 35Q: 16 clusters Score -1.160642e+08 nChanged 12679
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 180699 members 
Mstep: Class 2 contains 3572 members 
Mstep: Class 4 contains 52662 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 7 contains 10483 members 
Mstep: Class 11 contains 42355 members 
Mstep: Class 13 contains 208127 members 
Mstep: Class 14 contains 1000 members 
Mstep: Class 15 contains 7421 members 
Mstep: Class 17 contains 175392 members 
Mstep: Class 18 contains 26776 members 
Mstep: Class 20 contains 106698 members 
Mstep: Class 22 contains 1895 members 
Mstep: Class 23 contains 12835 members 
Mstep: Class 24 contains 27804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116066560.000000 Penalty: 50824.945312
Iteration 36Q: 16 clusters Score -1.160666e+08 nChanged 12262
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 179527 members 
Mstep: Class 2 contains 3577 members 
Mstep: Class 4 contains 52806 members 
Mstep: Class 5 contains 494 members 
Mstep: Class 7 contains 10451 members 
Mstep: Class 11 contains 42516 members 
Mstep: Class 13 contains 204110 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 7440 members 
Mstep: Class 17 contains 178776 members 
Mstep: Class 18 contains 27114 members 
Mstep: Class 20 contains 108204 members 
Mstep: Class 22 contains 1895 members 
Mstep: Class 23 contains 12890 members 
Mstep: Class 24 contains 27414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116068344.000000 Penalty: 50824.945312
Iteration 37Q: 16 clusters Score -1.160683e+08 nChanged 12063
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 178915 members 
Mstep: Class 2 contains 3580 members 
Mstep: Class 4 contains 52919 members 
Mstep: Class 5 contains 493 members 
Mstep: Class 7 contains 10396 members 
Mstep: Class 11 contains 42693 members 
Mstep: Class 13 contains 200297 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 7431 members 
Mstep: Class 17 contains 181504 members 
Mstep: Class 18 contains 27463 members 
Mstep: Class 20 contains 109693 members 
Mstep: Class 22 contains 1895 members 
Mstep: Class 23 contains 12972 members 
Mstep: Class 24 contains 26962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116069304.000000 Penalty: 50824.945312
Iteration 38Q: 16 clusters Score -1.160693e+08 nChanged 11766
Entering ConstructFrom: 
Score: -116069304.000000 Penalty: 50824.945312
Entering ConstructFrom: 
Trying to split cluster 1 (178847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178847 members 
Entering Unmasked Estep 
Score: -24608206.000000 Penalty: 2999.382812
	Iteration 0F: 2 clusters Score -2.460821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89108 members 
Mstep: Class 2 contains 89739 members 
Entering Unmasked Estep 
Score: -24490772.000000 Penalty: 5998.765625
	Iteration 0F: 3 clusters Score -2.449077e+07 nChanged 85628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83792 members 
Mstep: Class 2 contains 95055 members 
Entering Unmasked Estep 
Score: -24540784.000000 Penalty: 5998.765625
	Iteration 1F: 3 clusters Score -2.454078e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80331 members 
Mstep: Class 2 contains 98516 members 
Entering Unmasked Estep 
Score: -24542616.000000 Penalty: 5998.765625
	Iteration 2Q: 3 clusters Score -2.454262e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74986 members 
Mstep: Class 2 contains 103861 members 
Entering Unmasked Estep 
Score: -24545540.000000 Penalty: 5998.765625
	Iteration 3Q: 3 clusters Score -2.454554e+07 nChanged 10002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 111999 members 
Entering Unmasked Estep 
Score: -24550900.000000 Penalty: 5998.765625
	Iteration 4F: 3 clusters Score -2.45509e+07 nChanged 13398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 123519 members 
Entering Unmasked Estep 
Score: -24560836.000000 Penalty: 5998.765625
	Iteration 5F: 3 clusters Score -2.456084e+07 nChanged 15719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 137512 members 
Entering Unmasked Estep 
Score: -24574874.000000 Penalty: 5998.765625
	Iteration 6F: 3 clusters Score -2.457487e+07 nChanged 14551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 150803 members 
Entering Unmasked Estep 
Score: -24588536.000000 Penalty: 5998.765625
	Iteration 7F: 3 clusters Score -2.458854e+07 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 159551 members 
Entering Unmasked Estep 
Score: -24598106.000000 Penalty: 5998.765625
	Iteration 8F: 3 clusters Score -2.459811e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 163762 members 
Entering Unmasked Estep 
Score: -24603412.000000 Penalty: 5998.765625
	Iteration 9Q: 3 clusters Score -2.460341e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 165568 members 
Entering Unmasked Estep 
Score: -24605332.000000 Penalty: 5998.765625
	Iteration 10Q: 3 clusters Score -2.460533e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 166662 members 
Entering Unmasked Estep 
Score: -24606092.000000 Penalty: 5998.765625
	Iteration 11Q: 3 clusters Score -2.460609e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 167534 members 
Entering Unmasked Estep 
Score: -24606410.000000 Penalty: 5998.765625
	Iteration 12Q: 3 clusters Score -2.460641e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 168295 members 
Entering Unmasked Estep 
Score: -24606746.000000 Penalty: 5998.765625
	Iteration 13Q: 3 clusters Score -2.460675e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 168942 members 
Entering Unmasked Estep 
Score: -24606880.000000 Penalty: 5998.765625
	Iteration 14Q: 3 clusters Score -2.460688e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 169560 members 
Entering Unmasked Estep 
Score: -24607024.000000 Penalty: 5998.765625
	Iteration 15Q: 3 clusters Score -2.460702e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 170094 members 
Entering Unmasked Estep 
Score: -24607202.000000 Penalty: 5998.765625
	Iteration 16Q: 3 clusters Score -2.46072e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 170542 members 
Entering Unmasked Estep 
Score: -24607292.000000 Penalty: 5998.765625
	Iteration 17Q: 3 clusters Score -2.460729e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 170899 members 
Entering Unmasked Estep 
Score: -24607362.000000 Penalty: 5998.765625
	Iteration 18Q: 3 clusters Score -2.460736e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 171212 members 
Entering Unmasked Estep 
Score: -24607402.000000 Penalty: 5998.765625
	Iteration 19Q: 3 clusters Score -2.46074e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 171493 members 
Entering Unmasked Estep 
Score: -24607376.000000 Penalty: 5998.765625
	Iteration 20F: 3 clusters Score -2.460738e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 171761 members 
Entering Unmasked Estep 
Score: -24607404.000000 Penalty: 5998.765625
	Iteration 21Q: 3 clusters Score -2.46074e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 172026 members 
Entering Unmasked Estep 
Score: -24607462.000000 Penalty: 5998.765625
	Iteration 22Q: 3 clusters Score -2.460746e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 172262 members 
Entering Unmasked Estep 
Score: -24607510.000000 Penalty: 5998.765625
	Iteration 23Q: 3 clusters Score -2.460751e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 172468 members 
Entering Unmasked Estep 
Score: -24607598.000000 Penalty: 5998.765625
	Iteration 24Q: 3 clusters Score -2.46076e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 172667 members 
Entering Unmasked Estep 
Score: -24607628.000000 Penalty: 5998.765625
	Iteration 25Q: 3 clusters Score -2.460763e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 172834 members 
Entering Unmasked Estep 
Score: -24607542.000000 Penalty: 5998.765625
	Iteration 26Q: 3 clusters Score -2.460754e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 172998 members 
Entering Unmasked Estep 
Score: -24607514.000000 Penalty: 5998.765625
	Iteration 27Q: 3 clusters Score -2.460751e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 173132 members 
Entering Unmasked Estep 
Score: -24607552.000000 Penalty: 5998.765625
	Iteration 28Q: 3 clusters Score -2.460755e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 173250 members 
Entering Unmasked Estep 
Score: -24607588.000000 Penalty: 5998.765625
	Iteration 29Q: 3 clusters Score -2.460759e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 173366 members 
Entering Unmasked Estep 
Score: -24607630.000000 Penalty: 5998.765625
	Iteration 30Q: 3 clusters Score -2.460763e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 173485 members 
Entering Unmasked Estep 
Score: -24607672.000000 Penalty: 5998.765625
	Iteration 31Q: 3 clusters Score -2.460767e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 173584 members 
Entering Unmasked Estep 
Score: -24607698.000000 Penalty: 5998.765625
	Iteration 32Q: 3 clusters Score -2.46077e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 173668 members 
Entering Unmasked Estep 
Score: -24607666.000000 Penalty: 5998.765625
	Iteration 33Q: 3 clusters Score -2.460767e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 173744 members 
Entering Unmasked Estep 
Score: -24607648.000000 Penalty: 5998.765625
	Iteration 34Q: 3 clusters Score -2.460765e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 173800 members 
Entering Unmasked Estep 
Score: -24607684.000000 Penalty: 5998.765625
	Iteration 35Q: 3 clusters Score -2.460768e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 173854 members 
Entering Unmasked Estep 
Score: -24607700.000000 Penalty: 5998.765625
	Iteration 36Q: 3 clusters Score -2.46077e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 173909 members 
Entering Unmasked Estep 
Score: -24607702.000000 Penalty: 5998.765625
	Iteration 37Q: 3 clusters Score -2.46077e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 173948 members 
Entering Unmasked Estep 
Score: -24607692.000000 Penalty: 5998.765625
	Iteration 38Q: 3 clusters Score -2.460769e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 173992 members 
Entering Unmasked Estep 
Score: -24607694.000000 Penalty: 5998.765625
	Iteration 39Q: 3 clusters Score -2.460769e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 174025 members 
Entering Unmasked Estep 
Score: -24607686.000000 Penalty: 5998.765625
	Iteration 40F: 3 clusters Score -2.460769e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 174056 members 
Entering Unmasked Estep 
Score: -24607708.000000 Penalty: 5998.765625
	Iteration 41Q: 3 clusters Score -2.460771e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 174076 members 
Entering Unmasked Estep 
Score: -24607714.000000 Penalty: 5998.765625
	Iteration 42Q: 3 clusters Score -2.460771e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 174100 members 
Entering Unmasked Estep 
Score: -24607696.000000 Penalty: 5998.765625
	Iteration 43Q: 3 clusters Score -2.46077e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 174115 members 
Entering Unmasked Estep 
Score: -24607680.000000 Penalty: 5998.765625
	Iteration 44Q: 3 clusters Score -2.460768e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 174135 members 
Entering Unmasked Estep 
Score: -24607652.000000 Penalty: 5998.765625
	Iteration 45Q: 3 clusters Score -2.460765e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 174149 members 
Entering Unmasked Estep 
Score: -24607658.000000 Penalty: 5998.765625
	Iteration 46Q: 3 clusters Score -2.460766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 174162 members 
Entering Unmasked Estep 
Score: -24607658.000000 Penalty: 5998.765625
	Iteration 47Q: 3 clusters Score -2.460766e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 174181 members 
Entering Unmasked Estep 
Score: -24607672.000000 Penalty: 5998.765625
	Iteration 48Q: 3 clusters Score -2.460767e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 174196 members 
Entering Unmasked Estep 
Score: -24607664.000000 Penalty: 5998.765625
	Iteration 49Q: 3 clusters Score -2.460766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 174206 members 
Entering Unmasked Estep 
Score: -24607674.000000 Penalty: 5998.765625
	Iteration 50Q: 3 clusters Score -2.460767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 174216 members 
Entering Unmasked Estep 
Score: -24607660.000000 Penalty: 5998.765625
	Iteration 51Q: 3 clusters Score -2.460766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 174227 members 
Entering Unmasked Estep 
Score: -24607654.000000 Penalty: 5998.765625
	Iteration 52Q: 3 clusters Score -2.460765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 174235 members 
Entering Unmasked Estep 
Score: -24607654.000000 Penalty: 5998.765625
	Iteration 53Q: 3 clusters Score -2.460765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 174239 members 
Entering Unmasked Estep 
Score: -24607668.000000 Penalty: 5998.765625
	Iteration 54Q: 3 clusters Score -2.460767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 174240 members 
Entering Unmasked Estep 
Score: -24607660.000000 Penalty: 5998.765625
	Iteration 55Q: 3 clusters Score -2.460766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 174242 members 
Entering Unmasked Estep 
Score: -24607668.000000 Penalty: 5998.765625
	Iteration 56Q: 3 clusters Score -2.460767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 174246 members 
Entering Unmasked Estep 
Score: -24607672.000000 Penalty: 5998.765625
	Iteration 57Q: 3 clusters Score -2.460767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 174249 members 
Entering Unmasked Estep 
Score: -24607686.000000 Penalty: 5998.765625
	Iteration 58Q: 3 clusters Score -2.460769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 174251 members 
Entering Unmasked Estep 
Score: -24607690.000000 Penalty: 5998.765625
	Iteration 59Q: 3 clusters Score -2.460769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 174254 members 
Entering Unmasked Estep 
Score: -24607698.000000 Penalty: 5998.765625
	Iteration 60F: 3 clusters Score -2.46077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 174258 members 
Entering Unmasked Estep 
Score: -24607678.000000 Penalty: 5998.765625
	Iteration 61Q: 3 clusters Score -2.460768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 174257 members 
Entering Unmasked Estep 
Score: -24607692.000000 Penalty: 5998.765625
	Iteration 62Q: 3 clusters Score -2.460769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 174257 members 
Entering Unmasked Estep 
Score: -24607692.000000 Penalty: 5998.765625
	Iteration 63F: 3 clusters Score -2.460769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Entering Unmasked Estep 
Score: -479972.406250 Penalty: 2031.070190
	Iteration 0F: 2 clusters Score -479972.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -476334.000000 Penalty: 4062.140381
	Iteration 0F: 3 clusters Score -476334 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -477120.906250 Penalty: 4062.140381
	Iteration 1F: 3 clusters Score -477120.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -477294.281250 Penalty: 4062.140381
	Iteration 2F: 3 clusters Score -477294.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -477381.093750 Penalty: 4062.140381
	Iteration 3Q: 3 clusters Score -477381.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -477430.062500 Penalty: 4062.140381
	Iteration 4Q: 3 clusters Score -477430.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -477470.031250 Penalty: 4062.140381
	Iteration 5Q: 3 clusters Score -477470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -477496.593750 Penalty: 4062.140381
	Iteration 6Q: 3 clusters Score -477496.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -477521.218750 Penalty: 4062.140381
	Iteration 7Q: 3 clusters Score -477521.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -477541.531250 Penalty: 4062.140381
	Iteration 8Q: 3 clusters Score -477541.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -477556.531250 Penalty: 4062.140381
	Iteration 9Q: 3 clusters Score -477556.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -477565.437500 Penalty: 4062.140381
	Iteration 10Q: 3 clusters Score -477565.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -477573.875000 Penalty: 4062.140381
	Iteration 11Q: 3 clusters Score -477573.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -477580.062500 Penalty: 4062.140381
	Iteration 12Q: 3 clusters Score -477580.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -477584.468750 Penalty: 4062.140381
	Iteration 13Q: 3 clusters Score -477584.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -477587.125000 Penalty: 4062.140381
	Iteration 14Q: 3 clusters Score -477587.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -477590.125000 Penalty: 4062.140381
	Iteration 15Q: 3 clusters Score -477590.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -477595.375000 Penalty: 4062.140381
	Iteration 16Q: 3 clusters Score -477595.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -477598.750000 Penalty: 4062.140381
	Iteration 17Q: 3 clusters Score -477598.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -477602.562500 Penalty: 4062.140381
	Iteration 18Q: 3 clusters Score -477602.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -477605.406250 Penalty: 4062.140381
	Iteration 19Q: 3 clusters Score -477605.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -477608.218750 Penalty: 4062.140381
	Iteration 20F: 3 clusters Score -477608.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -477608.906250 Penalty: 4062.140381
	Iteration 21Q: 3 clusters Score -477608.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -477610.218750 Penalty: 4062.140381
	Iteration 22Q: 3 clusters Score -477610.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -477612.406250 Penalty: 4062.140381
	Iteration 23Q: 3 clusters Score -477612.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -477613.906250 Penalty: 4062.140381
	Iteration 24Q: 3 clusters Score -477613.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -477615.812500 Penalty: 4062.140381
	Iteration 25Q: 3 clusters Score -477615.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -477617.500000 Penalty: 4062.140381
	Iteration 26Q: 3 clusters Score -477617.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -477620.218750 Penalty: 4062.140381
	Iteration 27Q: 3 clusters Score -477620.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -477621.437500 Penalty: 4062.140381
	Iteration 28Q: 3 clusters Score -477621.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -477624.531250 Penalty: 4062.140381
	Iteration 29Q: 3 clusters Score -477624.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -477625.531250 Penalty: 4062.140381
	Iteration 30Q: 3 clusters Score -477625.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -477626.312500 Penalty: 4062.140381
	Iteration 31Q: 3 clusters Score -477626.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -477628.468750 Penalty: 4062.140381
	Iteration 32Q: 3 clusters Score -477628.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -477628.656250 Penalty: 4062.140381
	Iteration 33Q: 3 clusters Score -477628.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -477628.687500 Penalty: 4062.140381
	Iteration 34Q: 3 clusters Score -477628.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -477628.687500 Penalty: 4062.140381
	Iteration 35F: 3 clusters Score -477628.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52976 members 
Entering Unmasked Estep 
Score: -7374771.500000 Penalty: 2697.643311
	Iteration 0F: 2 clusters Score -7374772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -7339123.000000 Penalty: 5395.286621
	Iteration 0F: 3 clusters Score -7339123 nChanged 24516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -7352687.000000 Penalty: 5395.286621
	Iteration 1F: 3 clusters Score -7352687 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -7353241.000000 Penalty: 5395.286621
	Iteration 2Q: 3 clusters Score -7353241 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -7353880.000000 Penalty: 5395.286621
	Iteration 3Q: 3 clusters Score -7353880 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -7354730.500000 Penalty: 5395.286621
	Iteration 4Q: 3 clusters Score -7354730 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -7355856.500000 Penalty: 5395.286621
	Iteration 5Q: 3 clusters Score -7355856 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -7357358.000000 Penalty: 5395.286621
	Iteration 6F: 3 clusters Score -7357358 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -7359842.000000 Penalty: 5395.286621
	Iteration 7F: 3 clusters Score -7359842 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -7363000.500000 Penalty: 5395.286621
	Iteration 8F: 3 clusters Score -7363000 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -7365879.500000 Penalty: 5395.286621
	Iteration 9F: 3 clusters Score -7365880 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -7367680.500000 Penalty: 5395.286621
	Iteration 10F: 3 clusters Score -7367680 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -7368484.500000 Penalty: 5395.286621
	Iteration 11Q: 3 clusters Score -7368484 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -7368937.000000 Penalty: 5395.286621
	Iteration 12Q: 3 clusters Score -7368937 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -7369219.500000 Penalty: 5395.286621
	Iteration 13Q: 3 clusters Score -7369220 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -7369455.500000 Penalty: 5395.286621
	Iteration 14Q: 3 clusters Score -7369456 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -7369663.500000 Penalty: 5395.286621
	Iteration 15Q: 3 clusters Score -7369664 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -7369882.000000 Penalty: 5395.286621
	Iteration 16Q: 3 clusters Score -7369882 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -7370063.000000 Penalty: 5395.286621
	Iteration 17Q: 3 clusters Score -7370063 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -7370319.500000 Penalty: 5395.286621
	Iteration 18Q: 3 clusters Score -7370320 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -7370587.500000 Penalty: 5395.286621
	Iteration 19Q: 3 clusters Score -7370588 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -7370803.500000 Penalty: 5395.286621
	Iteration 20F: 3 clusters Score -7370804 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -7371040.500000 Penalty: 5395.286621
	Iteration 21Q: 3 clusters Score -7371040 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -7371271.500000 Penalty: 5395.286621
	Iteration 22Q: 3 clusters Score -7371272 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -7371415.500000 Penalty: 5395.286621
	Iteration 23Q: 3 clusters Score -7371416 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -7371633.500000 Penalty: 5395.286621
	Iteration 24Q: 3 clusters Score -7371634 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47925 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -7371815.500000 Penalty: 5395.286621
	Iteration 25Q: 3 clusters Score -7371816 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -7372000.500000 Penalty: 5395.286621
	Iteration 26Q: 3 clusters Score -7372000 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -7372206.500000 Penalty: 5395.286621
	Iteration 27Q: 3 clusters Score -7372206 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -7372419.500000 Penalty: 5395.286621
	Iteration 28Q: 3 clusters Score -7372420 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -7372565.000000 Penalty: 5395.286621
	Iteration 29Q: 3 clusters Score -7372565 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -7372654.000000 Penalty: 5395.286621
	Iteration 30Q: 3 clusters Score -7372654 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50132 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -7372762.500000 Penalty: 5395.286621
	Iteration 31Q: 3 clusters Score -7372762 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -7372823.500000 Penalty: 5395.286621
	Iteration 32Q: 3 clusters Score -7372824 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -7372882.500000 Penalty: 5395.286621
	Iteration 33Q: 3 clusters Score -7372882 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -7372919.000000 Penalty: 5395.286621
	Iteration 34Q: 3 clusters Score -7372919 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -7372956.000000 Penalty: 5395.286621
	Iteration 35Q: 3 clusters Score -7372956 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7372999.500000 Penalty: 5395.286621
	Iteration 36Q: 3 clusters Score -7373000 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -7373032.000000 Penalty: 5395.286621
	Iteration 37Q: 3 clusters Score -7373032 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -7373067.500000 Penalty: 5395.286621
	Iteration 38Q: 3 clusters Score -7373068 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -7373111.000000 Penalty: 5395.286621
	Iteration 39Q: 3 clusters Score -7373111 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7373126.500000 Penalty: 5395.286621
	Iteration 40F: 3 clusters Score -7373126 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -7373166.500000 Penalty: 5395.286621
	Iteration 41Q: 3 clusters Score -7373166 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7373170.000000 Penalty: 5395.286621
	Iteration 42Q: 3 clusters Score -7373170 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -7373198.500000 Penalty: 5395.286621
	Iteration 43Q: 3 clusters Score -7373198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7373211.000000 Penalty: 5395.286621
	Iteration 44Q: 3 clusters Score -7373211 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -7373220.500000 Penalty: 5395.286621
	Iteration 45Q: 3 clusters Score -7373220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51475 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -7373225.000000 Penalty: 5395.286621
	Iteration 46Q: 3 clusters Score -7373225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -7373229.500000 Penalty: 5395.286621
	Iteration 47Q: 3 clusters Score -7373230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -7373230.500000 Penalty: 5395.286621
	Iteration 48Q: 3 clusters Score -7373230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -7373233.500000 Penalty: 5395.286621
	Iteration 49Q: 3 clusters Score -7373234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -7373230.500000 Penalty: 5395.286621
	Iteration 50Q: 3 clusters Score -7373230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -7373237.000000 Penalty: 5395.286621
	Iteration 51Q: 3 clusters Score -7373237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51572 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -7373244.000000 Penalty: 5395.286621
	Iteration 52Q: 3 clusters Score -7373244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -7373243.500000 Penalty: 5395.286621
	Iteration 53Q: 3 clusters Score -7373244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7373246.000000 Penalty: 5395.286621
	Iteration 54Q: 3 clusters Score -7373246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7373253.000000 Penalty: 5395.286621
	Iteration 55Q: 3 clusters Score -7373253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51606 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -7373260.000000 Penalty: 5395.286621
	Iteration 56Q: 3 clusters Score -7373260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -7373265.500000 Penalty: 5395.286621
	Iteration 57Q: 3 clusters Score -7373266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51625 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -7373262.500000 Penalty: 5395.286621
	Iteration 58Q: 3 clusters Score -7373262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7373272.500000 Penalty: 5395.286621
	Iteration 59Q: 3 clusters Score -7373272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51635 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -7373269.000000 Penalty: 5395.286621
	Iteration 60F: 3 clusters Score -7373269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51638 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7373267.500000 Penalty: 5395.286621
	Iteration 61Q: 3 clusters Score -7373268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7373263.500000 Penalty: 5395.286621
	Iteration 62Q: 3 clusters Score -7373264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7373265.000000 Penalty: 5395.286621
	Iteration 63Q: 3 clusters Score -7373265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -7373266.000000 Penalty: 5395.286621
	Iteration 64Q: 3 clusters Score -7373266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -7373266.000000 Penalty: 5395.286621
	Iteration 65F: 3 clusters Score -7373266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -58574.300781 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -58574.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -57112.847656 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -57112.85 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -57340.500000 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -57340.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57448.355469 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -57448.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -57499.968750 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -57499.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57552.437500 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -57552.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -57633.753906 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -57633.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -57700.898438 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -57700.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -57756.410156 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -57756.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -57802.644531 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -57802.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -57853.710938 Penalty: 3075.452393
	Iteration 9Q: 3 clusters Score -57853.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -57873.011719 Penalty: 3075.452393
	Iteration 10Q: 3 clusters Score -57873.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -57888.449219 Penalty: 3075.452393
	Iteration 11Q: 3 clusters Score -57888.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -57894.261719 Penalty: 3075.452393
	Iteration 12Q: 3 clusters Score -57894.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -57896.378906 Penalty: 3075.452393
	Iteration 13Q: 3 clusters Score -57896.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -57897.972656 Penalty: 3075.452393
	Iteration 14F: 3 clusters Score -57897.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -57966.343750 Penalty: 3075.452393
	Iteration 15Q: 3 clusters Score -57966.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -57982.746094 Penalty: 3075.452393
	Iteration 16Q: 3 clusters Score -57982.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -57996.660156 Penalty: 3075.452393
	Iteration 17Q: 3 clusters Score -57996.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -58006.082031 Penalty: 3075.452393
	Iteration 18Q: 3 clusters Score -58006.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -58015.195312 Penalty: 3075.452393
	Iteration 19Q: 3 clusters Score -58015.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -58019.101562 Penalty: 3075.452393
	Iteration 20F: 3 clusters Score -58019.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -58026.816406 Penalty: 3075.452393
	Iteration 21Q: 3 clusters Score -58026.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58035.078125 Penalty: 3075.452393
	Iteration 22Q: 3 clusters Score -58035.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -58043.578125 Penalty: 3075.452393
	Iteration 23Q: 3 clusters Score -58043.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58049.917969 Penalty: 3075.452393
	Iteration 24Q: 3 clusters Score -58049.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -58051.285156 Penalty: 3075.452393
	Iteration 25Q: 3 clusters Score -58051.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -58051.285156 Penalty: 3075.452393
	Iteration 26F: 3 clusters Score -58051.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Entering Unmasked Estep 
Score: -1440140.500000 Penalty: 2292.096436
	Iteration 0F: 2 clusters Score -1440140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1432233.125000 Penalty: 4584.192871
	Iteration 0F: 3 clusters Score -1432233 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1434411.125000 Penalty: 4584.192871
	Iteration 1F: 3 clusters Score -1434411 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1434714.500000 Penalty: 4584.192871
	Iteration 2F: 3 clusters Score -1434714 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1434941.375000 Penalty: 4584.192871
	Iteration 3F: 3 clusters Score -1434941 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1435139.250000 Penalty: 4584.192871
	Iteration 4Q: 3 clusters Score -1435139 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1435316.750000 Penalty: 4584.192871
	Iteration 5Q: 3 clusters Score -1435317 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1435473.750000 Penalty: 4584.192871
	Iteration 6Q: 3 clusters Score -1435474 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1435627.000000 Penalty: 4584.192871
	Iteration 7Q: 3 clusters Score -1435627 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1435823.375000 Penalty: 4584.192871
	Iteration 8Q: 3 clusters Score -1435823 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1436032.875000 Penalty: 4584.192871
	Iteration 9Q: 3 clusters Score -1436033 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1436241.125000 Penalty: 4584.192871
	Iteration 10Q: 3 clusters Score -1436241 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1436464.375000 Penalty: 4584.192871
	Iteration 11Q: 3 clusters Score -1436464 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1436716.750000 Penalty: 4584.192871
	Iteration 12Q: 3 clusters Score -1436717 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1436948.125000 Penalty: 4584.192871
	Iteration 13Q: 3 clusters Score -1436948 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1437137.625000 Penalty: 4584.192871
	Iteration 14Q: 3 clusters Score -1437138 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1437274.625000 Penalty: 4584.192871
	Iteration 15Q: 3 clusters Score -1437275 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1437369.875000 Penalty: 4584.192871
	Iteration 16Q: 3 clusters Score -1437370 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1437435.625000 Penalty: 4584.192871
	Iteration 17Q: 3 clusters Score -1437436 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1437472.750000 Penalty: 4584.192871
	Iteration 18Q: 3 clusters Score -1437473 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1437509.750000 Penalty: 4584.192871
	Iteration 19Q: 3 clusters Score -1437510 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1437524.750000 Penalty: 4584.192871
	Iteration 20F: 3 clusters Score -1437525 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1437549.000000 Penalty: 4584.192871
	Iteration 21Q: 3 clusters Score -1437549 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1437566.875000 Penalty: 4584.192871
	Iteration 22Q: 3 clusters Score -1437567 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1437573.625000 Penalty: 4584.192871
	Iteration 23Q: 3 clusters Score -1437574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1437587.125000 Penalty: 4584.192871
	Iteration 24Q: 3 clusters Score -1437587 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1437596.500000 Penalty: 4584.192871
	Iteration 25Q: 3 clusters Score -1437596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1437606.500000 Penalty: 4584.192871
	Iteration 26Q: 3 clusters Score -1437606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1437611.250000 Penalty: 4584.192871
	Iteration 27Q: 3 clusters Score -1437611 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1437617.000000 Penalty: 4584.192871
	Iteration 28Q: 3 clusters Score -1437617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1437621.625000 Penalty: 4584.192871
	Iteration 29Q: 3 clusters Score -1437622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1437624.000000 Penalty: 4584.192871
	Iteration 30Q: 3 clusters Score -1437624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1437630.500000 Penalty: 4584.192871
	Iteration 31Q: 3 clusters Score -1437630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1437632.875000 Penalty: 4584.192871
	Iteration 32Q: 3 clusters Score -1437633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1437634.500000 Penalty: 4584.192871
	Iteration 33Q: 3 clusters Score -1437634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1437635.375000 Penalty: 4584.192871
	Iteration 34Q: 3 clusters Score -1437635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1437638.125000 Penalty: 4584.192871
	Iteration 35Q: 3 clusters Score -1437638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1437639.875000 Penalty: 4584.192871
	Iteration 36Q: 3 clusters Score -1437640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1437642.375000 Penalty: 4584.192871
	Iteration 37Q: 3 clusters Score -1437642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1437649.000000 Penalty: 4584.192871
	Iteration 38Q: 3 clusters Score -1437649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1437647.250000 Penalty: 4584.192871
	Iteration 39Q: 3 clusters Score -1437647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1437658.250000 Penalty: 4584.192871
	Iteration 40F: 3 clusters Score -1437658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1437659.500000 Penalty: 4584.192871
	Iteration 41Q: 3 clusters Score -1437660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1437661.875000 Penalty: 4584.192871
	Iteration 42Q: 3 clusters Score -1437662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1437661.500000 Penalty: 4584.192871
	Iteration 43Q: 3 clusters Score -1437662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1437667.750000 Penalty: 4584.192871
	Iteration 44Q: 3 clusters Score -1437668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1437670.875000 Penalty: 4584.192871
	Iteration 45Q: 3 clusters Score -1437671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1437677.500000 Penalty: 4584.192871
	Iteration 46Q: 3 clusters Score -1437678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1437680.000000 Penalty: 4584.192871
	Iteration 47Q: 3 clusters Score -1437680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1437685.625000 Penalty: 4584.192871
	Iteration 48Q: 3 clusters Score -1437686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1437691.500000 Penalty: 4584.192871
	Iteration 49Q: 3 clusters Score -1437692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1437696.375000 Penalty: 4584.192871
	Iteration 50Q: 3 clusters Score -1437696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1437691.500000 Penalty: 4584.192871
	Iteration 51Q: 3 clusters Score -1437692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1437695.000000 Penalty: 4584.192871
	Iteration 52Q: 3 clusters Score -1437695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1437695.000000 Penalty: 4584.192871
	Iteration 53Q: 3 clusters Score -1437695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1437694.625000 Penalty: 4584.192871
	Iteration 54Q: 3 clusters Score -1437695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1437693.875000 Penalty: 4584.192871
	Iteration 55Q: 3 clusters Score -1437694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1437696.500000 Penalty: 4584.192871
	Iteration 56Q: 3 clusters Score -1437696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1437696.000000 Penalty: 4584.192871
	Iteration 57Q: 3 clusters Score -1437696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1437693.000000 Penalty: 4584.192871
	Iteration 58Q: 3 clusters Score -1437693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1437696.375000 Penalty: 4584.192871
	Iteration 59Q: 3 clusters Score -1437696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1437696.125000 Penalty: 4584.192871
	Iteration 60F: 3 clusters Score -1437696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1437695.875000 Penalty: 4584.192871
	Iteration 61Q: 3 clusters Score -1437696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1437699.500000 Penalty: 4584.192871
	Iteration 62Q: 3 clusters Score -1437700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1437699.375000 Penalty: 4584.192871
	Iteration 63Q: 3 clusters Score -1437699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1437701.750000 Penalty: 4584.192871
	Iteration 64Q: 3 clusters Score -1437702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1437703.250000 Penalty: 4584.192871
	Iteration 65Q: 3 clusters Score -1437703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1437703.875000 Penalty: 4584.192871
	Iteration 66Q: 3 clusters Score -1437704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1437707.000000 Penalty: 4584.192871
	Iteration 67Q: 3 clusters Score -1437707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1437706.125000 Penalty: 4584.192871
	Iteration 68Q: 3 clusters Score -1437706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1437707.750000 Penalty: 4584.192871
	Iteration 69Q: 3 clusters Score -1437708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1437712.750000 Penalty: 4584.192871
	Iteration 70Q: 3 clusters Score -1437713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1437710.500000 Penalty: 4584.192871
	Iteration 71Q: 3 clusters Score -1437710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1437711.750000 Penalty: 4584.192871
	Iteration 72Q: 3 clusters Score -1437712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1437712.500000 Penalty: 4584.192871
	Iteration 73Q: 3 clusters Score -1437712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1437712.500000 Penalty: 4584.192871
	Iteration 74F: 3 clusters Score -1437712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Entering Unmasked Estep 
Score: -5717220.000000 Penalty: 2645.028564
	Iteration 0F: 2 clusters Score -5717220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -5688139.000000 Penalty: 5290.057129
	Iteration 0F: 3 clusters Score -5688139 nChanged 19693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -5699836.500000 Penalty: 5290.057129
	Iteration 1F: 3 clusters Score -5699836 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -5701875.500000 Penalty: 5290.057129
	Iteration 2F: 3 clusters Score -5701876 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -5704937.500000 Penalty: 5290.057129
	Iteration 3F: 3 clusters Score -5704938 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -5708698.500000 Penalty: 5290.057129
	Iteration 4F: 3 clusters Score -5708698 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -5711913.500000 Penalty: 5290.057129
	Iteration 5F: 3 clusters Score -5711914 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -5714006.500000 Penalty: 5290.057129
	Iteration 6F: 3 clusters Score -5714006 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -5715082.000000 Penalty: 5290.057129
	Iteration 7Q: 3 clusters Score -5715082 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -5715805.500000 Penalty: 5290.057129
	Iteration 8Q: 3 clusters Score -5715806 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -5716459.500000 Penalty: 5290.057129
	Iteration 9Q: 3 clusters Score -5716460 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -5717130.500000 Penalty: 5290.057129
	Iteration 10Q: 3 clusters Score -5717130 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -5717940.000000 Penalty: 5290.057129
	Iteration 11Q: 3 clusters Score -5717940 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -5718432.500000 Penalty: 5290.057129
	Iteration 12Q: 3 clusters Score -5718432 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -5718524.000000 Penalty: 5290.057129
	Iteration 13Q: 3 clusters Score -5718524 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -5718590.500000 Penalty: 5290.057129
	Iteration 14Q: 3 clusters Score -5718590 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -5718617.000000 Penalty: 5290.057129
	Iteration 15Q: 3 clusters Score -5718617 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -5718620.500000 Penalty: 5290.057129
	Iteration 16Q: 3 clusters Score -5718620 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -5718639.500000 Penalty: 5290.057129
	Iteration 17Q: 3 clusters Score -5718640 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -5718649.000000 Penalty: 5290.057129
	Iteration 18Q: 3 clusters Score -5718649 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -5718652.500000 Penalty: 5290.057129
	Iteration 19Q: 3 clusters Score -5718652 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -5718673.000000 Penalty: 5290.057129
	Iteration 20F: 3 clusters Score -5718673 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -5718685.500000 Penalty: 5290.057129
	Iteration 21Q: 3 clusters Score -5718686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -5718683.000000 Penalty: 5290.057129
	Iteration 22Q: 3 clusters Score -5718683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -5718685.500000 Penalty: 5290.057129
	Iteration 23Q: 3 clusters Score -5718686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -5718699.000000 Penalty: 5290.057129
	Iteration 24Q: 3 clusters Score -5718699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5718702.000000 Penalty: 5290.057129
	Iteration 25Q: 3 clusters Score -5718702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -5718700.500000 Penalty: 5290.057129
	Iteration 26Q: 3 clusters Score -5718700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5718705.500000 Penalty: 5290.057129
	Iteration 27Q: 3 clusters Score -5718706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -5718702.000000 Penalty: 5290.057129
	Iteration 28Q: 3 clusters Score -5718702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5718713.500000 Penalty: 5290.057129
	Iteration 29Q: 3 clusters Score -5718714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5718707.500000 Penalty: 5290.057129
	Iteration 30Q: 3 clusters Score -5718708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5718707.500000 Penalty: 5290.057129
	Iteration 31Q: 3 clusters Score -5718708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5718707.500000 Penalty: 5290.057129
	Iteration 32F: 3 clusters Score -5718708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 178847 members 
Mstep: Class 2 contains 3604 members 
Mstep: Class 3 contains 2408 members 
Mstep: Class 4 contains 52976 members 
Mstep: Class 5 contains 493 members 
Mstep: Class 7 contains 10325 members 
Mstep: Class 11 contains 40441 members 
Mstep: Class 13 contains 196831 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 7423 members 
Mstep: Class 17 contains 183372 members 
Mstep: Class 18 contains 27811 members 
Mstep: Class 20 contains 111158 members 
Mstep: Class 22 contains 1894 members 
Mstep: Class 23 contains 13069 members 
Mstep: Class 24 contains 26561 members 
Entering Unmasked Estep 
Score: -116070512.000000 Penalty: 54213.273438
Splitting cluster 11 changes total score from -116069304.000000 to -116070512.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 13 (196831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196831 members 
Entering Unmasked Estep 
Score: -27041694.000000 Penalty: 3023.145020
	Iteration 0F: 2 clusters Score -2.704169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98321 members 
Mstep: Class 2 contains 98510 members 
Entering Unmasked Estep 
Score: -26916822.000000 Penalty: 6046.290039
	Iteration 0F: 3 clusters Score -2.691682e+07 nChanged 94417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97968 members 
Mstep: Class 2 contains 98863 members 
Entering Unmasked Estep 
Score: -26971302.000000 Penalty: 6046.290039
	Iteration 1F: 3 clusters Score -2.69713e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97537 members 
Mstep: Class 2 contains 99294 members 
Entering Unmasked Estep 
Score: -26972688.000000 Penalty: 6046.290039
	Iteration 2Q: 3 clusters Score -2.697269e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96789 members 
Mstep: Class 2 contains 100042 members 
Entering Unmasked Estep 
Score: -26974762.000000 Penalty: 6046.290039
	Iteration 3Q: 3 clusters Score -2.697476e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95605 members 
Mstep: Class 2 contains 101226 members 
Entering Unmasked Estep 
Score: -26977514.000000 Penalty: 6046.290039
	Iteration 4Q: 3 clusters Score -2.697751e+07 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93636 members 
Mstep: Class 2 contains 103195 members 
Entering Unmasked Estep 
Score: -26981956.000000 Penalty: 6046.290039
	Iteration 5Q: 3 clusters Score -2.698196e+07 nChanged 11166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90580 members 
Mstep: Class 2 contains 106251 members 
Entering Unmasked Estep 
Score: -26989318.000000 Penalty: 6046.290039
	Iteration 6F: 3 clusters Score -2.698932e+07 nChanged 13302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86708 members 
Mstep: Class 2 contains 110123 members 
Entering Unmasked Estep 
Score: -26999596.000000 Penalty: 6046.290039
	Iteration 7F: 3 clusters Score -2.69996e+07 nChanged 13943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83119 members 
Mstep: Class 2 contains 113712 members 
Entering Unmasked Estep 
Score: -27010322.000000 Penalty: 6046.290039
	Iteration 8F: 3 clusters Score -2.701032e+07 nChanged 11882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80581 members 
Mstep: Class 2 contains 116250 members 
Entering Unmasked Estep 
Score: -27016968.000000 Penalty: 6046.290039
	Iteration 9F: 3 clusters Score -2.701697e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78605 members 
Mstep: Class 2 contains 118226 members 
Entering Unmasked Estep 
Score: -27019642.000000 Penalty: 6046.290039
	Iteration 10Q: 3 clusters Score -2.701964e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 120123 members 
Entering Unmasked Estep 
Score: -27020794.000000 Penalty: 6046.290039
	Iteration 11Q: 3 clusters Score -2.702079e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 122075 members 
Entering Unmasked Estep 
Score: -27021678.000000 Penalty: 6046.290039
	Iteration 12Q: 3 clusters Score -2.702168e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72731 members 
Mstep: Class 2 contains 124100 members 
Entering Unmasked Estep 
Score: -27022394.000000 Penalty: 6046.290039
	Iteration 13Q: 3 clusters Score -2.702239e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70653 members 
Mstep: Class 2 contains 126178 members 
Entering Unmasked Estep 
Score: -27023178.000000 Penalty: 6046.290039
	Iteration 14Q: 3 clusters Score -2.702318e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68623 members 
Mstep: Class 2 contains 128208 members 
Entering Unmasked Estep 
Score: -27023968.000000 Penalty: 6046.290039
	Iteration 15Q: 3 clusters Score -2.702397e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66580 members 
Mstep: Class 2 contains 130251 members 
Entering Unmasked Estep 
Score: -27024634.000000 Penalty: 6046.290039
	Iteration 16Q: 3 clusters Score -2.702463e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64582 members 
Mstep: Class 2 contains 132249 members 
Entering Unmasked Estep 
Score: -27025222.000000 Penalty: 6046.290039
	Iteration 17Q: 3 clusters Score -2.702522e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62668 members 
Mstep: Class 2 contains 134163 members 
Entering Unmasked Estep 
Score: -27025874.000000 Penalty: 6046.290039
	Iteration 18Q: 3 clusters Score -2.702587e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 136139 members 
Entering Unmasked Estep 
Score: -27026532.000000 Penalty: 6046.290039
	Iteration 19Q: 3 clusters Score -2.702653e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58644 members 
Mstep: Class 2 contains 138187 members 
Entering Unmasked Estep 
Score: -27027294.000000 Penalty: 6046.290039
	Iteration 20F: 3 clusters Score -2.702729e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56524 members 
Mstep: Class 2 contains 140307 members 
Entering Unmasked Estep 
Score: -27027798.000000 Penalty: 6046.290039
	Iteration 21Q: 3 clusters Score -2.70278e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 142353 members 
Entering Unmasked Estep 
Score: -27028266.000000 Penalty: 6046.290039
	Iteration 22Q: 3 clusters Score -2.702827e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 2 contains 144470 members 
Entering Unmasked Estep 
Score: -27028790.000000 Penalty: 6046.290039
	Iteration 23Q: 3 clusters Score -2.702879e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50198 members 
Mstep: Class 2 contains 146633 members 
Entering Unmasked Estep 
Score: -27029444.000000 Penalty: 6046.290039
	Iteration 24Q: 3 clusters Score -2.702944e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 148896 members 
Entering Unmasked Estep 
Score: -27030110.000000 Penalty: 6046.290039
	Iteration 25Q: 3 clusters Score -2.703011e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 151289 members 
Entering Unmasked Estep 
Score: -27030768.000000 Penalty: 6046.290039
	Iteration 26Q: 3 clusters Score -2.703077e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 153761 members 
Entering Unmasked Estep 
Score: -27031662.000000 Penalty: 6046.290039
	Iteration 27Q: 3 clusters Score -2.703166e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 156329 members 
Entering Unmasked Estep 
Score: -27032220.000000 Penalty: 6046.290039
	Iteration 28Q: 3 clusters Score -2.703222e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 158956 members 
Entering Unmasked Estep 
Score: -27032790.000000 Penalty: 6046.290039
	Iteration 29Q: 3 clusters Score -2.703279e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 161600 members 
Entering Unmasked Estep 
Score: -27033596.000000 Penalty: 6046.290039
	Iteration 30Q: 3 clusters Score -2.70336e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 164229 members 
Entering Unmasked Estep 
Score: -27034504.000000 Penalty: 6046.290039
	Iteration 31Q: 3 clusters Score -2.70345e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 166805 members 
Entering Unmasked Estep 
Score: -27035490.000000 Penalty: 6046.290039
	Iteration 32Q: 3 clusters Score -2.703549e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 169321 members 
Entering Unmasked Estep 
Score: -27036596.000000 Penalty: 6046.290039
	Iteration 33Q: 3 clusters Score -2.70366e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 171660 members 
Entering Unmasked Estep 
Score: -27037280.000000 Penalty: 6046.290039
	Iteration 34Q: 3 clusters Score -2.703728e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 173860 members 
Entering Unmasked Estep 
Score: -27038108.000000 Penalty: 6046.290039
	Iteration 35Q: 3 clusters Score -2.703811e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 175916 members 
Entering Unmasked Estep 
Score: -27038558.000000 Penalty: 6046.290039
	Iteration 36Q: 3 clusters Score -2.703856e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 177889 members 
Entering Unmasked Estep 
Score: -27038940.000000 Penalty: 6046.290039
	Iteration 37Q: 3 clusters Score -2.703894e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 179745 members 
Entering Unmasked Estep 
Score: -27039392.000000 Penalty: 6046.290039
	Iteration 38Q: 3 clusters Score -2.703939e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 181501 members 
Entering Unmasked Estep 
Score: -27039618.000000 Penalty: 6046.290039
	Iteration 39Q: 3 clusters Score -2.703962e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 183076 members 
Entering Unmasked Estep 
Score: -27039788.000000 Penalty: 6046.290039
	Iteration 40F: 3 clusters Score -2.703979e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 184583 members 
Entering Unmasked Estep 
Score: -27039996.000000 Penalty: 6046.290039
	Iteration 41Q: 3 clusters Score -2.704e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 185949 members 
Entering Unmasked Estep 
Score: -27040418.000000 Penalty: 6046.290039
	Iteration 42Q: 3 clusters Score -2.704042e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 187149 members 
Entering Unmasked Estep 
Score: -27040558.000000 Penalty: 6046.290039
	Iteration 43Q: 3 clusters Score -2.704056e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 188308 members 
Entering Unmasked Estep 
Score: -27040718.000000 Penalty: 6046.290039
	Iteration 44Q: 3 clusters Score -2.704072e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 189320 members 
Entering Unmasked Estep 
Score: -27040716.000000 Penalty: 6046.290039
	Iteration 45Q: 3 clusters Score -2.704072e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 190179 members 
Entering Unmasked Estep 
Score: -27040636.000000 Penalty: 6046.290039
	Iteration 46Q: 3 clusters Score -2.704064e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 190921 members 
Entering Unmasked Estep 
Score: -27040772.000000 Penalty: 6046.290039
	Iteration 47Q: 3 clusters Score -2.704077e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 191561 members 
Entering Unmasked Estep 
Score: -27040650.000000 Penalty: 6046.290039
	Iteration 48Q: 3 clusters Score -2.704065e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 192142 members 
Entering Unmasked Estep 
Score: -27040528.000000 Penalty: 6046.290039
	Iteration 49Q: 3 clusters Score -2.704053e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 192653 members 
Entering Unmasked Estep 
Score: -27040480.000000 Penalty: 6046.290039
	Iteration 50Q: 3 clusters Score -2.704048e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 193072 members 
Entering Unmasked Estep 
Score: -27040454.000000 Penalty: 6046.290039
	Iteration 51Q: 3 clusters Score -2.704045e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 193435 members 
Entering Unmasked Estep 
Score: -27040462.000000 Penalty: 6046.290039
	Iteration 52Q: 3 clusters Score -2.704046e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 193734 members 
Entering Unmasked Estep 
Score: -27040410.000000 Penalty: 6046.290039
	Iteration 53Q: 3 clusters Score -2.704041e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 193998 members 
Entering Unmasked Estep 
Score: -27040374.000000 Penalty: 6046.290039
	Iteration 54Q: 3 clusters Score -2.704037e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 194207 members 
Entering Unmasked Estep 
Score: -27040354.000000 Penalty: 6046.290039
	Iteration 55Q: 3 clusters Score -2.704035e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 194363 members 
Entering Unmasked Estep 
Score: -27040316.000000 Penalty: 6046.290039
	Iteration 56Q: 3 clusters Score -2.704032e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 194488 members 
Entering Unmasked Estep 
Score: -27040278.000000 Penalty: 6046.290039
	Iteration 57Q: 3 clusters Score -2.704028e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 194598 members 
Entering Unmasked Estep 
Score: -27040294.000000 Penalty: 6046.290039
	Iteration 58Q: 3 clusters Score -2.704029e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 194694 members 
Entering Unmasked Estep 
Score: -27040252.000000 Penalty: 6046.290039
	Iteration 59Q: 3 clusters Score -2.704025e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 194779 members 
Entering Unmasked Estep 
Score: -27040218.000000 Penalty: 6046.290039
	Iteration 60F: 3 clusters Score -2.704022e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 194838 members 
Entering Unmasked Estep 
Score: -27040198.000000 Penalty: 6046.290039
	Iteration 61Q: 3 clusters Score -2.70402e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 194879 members 
Entering Unmasked Estep 
Score: -27040166.000000 Penalty: 6046.290039
	Iteration 62Q: 3 clusters Score -2.704017e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 194923 members 
Entering Unmasked Estep 
Score: -27040138.000000 Penalty: 6046.290039
	Iteration 63Q: 3 clusters Score -2.704014e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 194969 members 
Entering Unmasked Estep 
Score: -27040122.000000 Penalty: 6046.290039
	Iteration 64Q: 3 clusters Score -2.704012e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 195018 members 
Entering Unmasked Estep 
Score: -27040128.000000 Penalty: 6046.290039
	Iteration 65Q: 3 clusters Score -2.704013e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 195057 members 
Entering Unmasked Estep 
Score: -27040110.000000 Penalty: 6046.290039
	Iteration 66Q: 3 clusters Score -2.704011e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 195094 members 
Entering Unmasked Estep 
Score: -27040094.000000 Penalty: 6046.290039
	Iteration 67Q: 3 clusters Score -2.704009e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 195118 members 
Entering Unmasked Estep 
Score: -27040084.000000 Penalty: 6046.290039
	Iteration 68Q: 3 clusters Score -2.704008e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 195146 members 
Entering Unmasked Estep 
Score: -27040108.000000 Penalty: 6046.290039
	Iteration 69Q: 3 clusters Score -2.704011e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 195172 members 
Entering Unmasked Estep 
Score: -27040102.000000 Penalty: 6046.290039
	Iteration 70Q: 3 clusters Score -2.70401e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 195198 members 
Entering Unmasked Estep 
Score: -27040076.000000 Penalty: 6046.290039
	Iteration 71Q: 3 clusters Score -2.704008e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 195217 members 
Entering Unmasked Estep 
Score: -27040074.000000 Penalty: 6046.290039
	Iteration 72Q: 3 clusters Score -2.704007e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 195233 members 
Entering Unmasked Estep 
Score: -27040046.000000 Penalty: 6046.290039
	Iteration 73Q: 3 clusters Score -2.704005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 195246 members 
Entering Unmasked Estep 
Score: -27040076.000000 Penalty: 6046.290039
	Iteration 74Q: 3 clusters Score -2.704008e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 195265 members 
Entering Unmasked Estep 
Score: -27040056.000000 Penalty: 6046.290039
	Iteration 75Q: 3 clusters Score -2.704006e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 195277 members 
Entering Unmasked Estep 
Score: -27040056.000000 Penalty: 6046.290039
	Iteration 76Q: 3 clusters Score -2.704006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 195290 members 
Entering Unmasked Estep 
Score: -27040058.000000 Penalty: 6046.290039
	Iteration 77Q: 3 clusters Score -2.704006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 195298 members 
Entering Unmasked Estep 
Score: -27040058.000000 Penalty: 6046.290039
	Iteration 78Q: 3 clusters Score -2.704006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 195310 members 
Entering Unmasked Estep 
Score: -27040064.000000 Penalty: 6046.290039
	Iteration 79Q: 3 clusters Score -2.704006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 195314 members 
Entering Unmasked Estep 
Score: -27040060.000000 Penalty: 6046.290039
	Iteration 80F: 3 clusters Score -2.704006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 195319 members 
Entering Unmasked Estep 
Score: -27040072.000000 Penalty: 6046.290039
	Iteration 81Q: 3 clusters Score -2.704007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 195326 members 
Entering Unmasked Estep 
Score: -27040062.000000 Penalty: 6046.290039
	Iteration 82Q: 3 clusters Score -2.704006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 195333 members 
Entering Unmasked Estep 
Score: -27040080.000000 Penalty: 6046.290039
	Iteration 83Q: 3 clusters Score -2.704008e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 195346 members 
Entering Unmasked Estep 
Score: -27040062.000000 Penalty: 6046.290039
	Iteration 84Q: 3 clusters Score -2.704006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 195353 members 
Entering Unmasked Estep 
Score: -27040066.000000 Penalty: 6046.290039
	Iteration 85Q: 3 clusters Score -2.704007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 195362 members 
Entering Unmasked Estep 
Score: -27040072.000000 Penalty: 6046.290039
	Iteration 86Q: 3 clusters Score -2.704007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 195367 members 
Entering Unmasked Estep 
Score: -27040064.000000 Penalty: 6046.290039
	Iteration 87Q: 3 clusters Score -2.704006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 195378 members 
Entering Unmasked Estep 
Score: -27040046.000000 Penalty: 6046.290039
	Iteration 88Q: 3 clusters Score -2.704005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 195387 members 
Entering Unmasked Estep 
Score: -27040030.000000 Penalty: 6046.290039
	Iteration 89Q: 3 clusters Score -2.704003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 195396 members 
Entering Unmasked Estep 
Score: -27040026.000000 Penalty: 6046.290039
	Iteration 90Q: 3 clusters Score -2.704003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 195406 members 
Entering Unmasked Estep 
Score: -27040030.000000 Penalty: 6046.290039
	Iteration 91Q: 3 clusters Score -2.704003e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 195420 members 
Entering Unmasked Estep 
Score: -27040050.000000 Penalty: 6046.290039
	Iteration 92Q: 3 clusters Score -2.704005e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 195435 members 
Entering Unmasked Estep 
Score: -27040038.000000 Penalty: 6046.290039
	Iteration 93Q: 3 clusters Score -2.704004e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 195452 members 
Entering Unmasked Estep 
Score: -27040042.000000 Penalty: 6046.290039
	Iteration 94Q: 3 clusters Score -2.704004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 195463 members 
Entering Unmasked Estep 
Score: -27040040.000000 Penalty: 6046.290039
	Iteration 95Q: 3 clusters Score -2.704004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 195469 members 
Entering Unmasked Estep 
Score: -27040022.000000 Penalty: 6046.290039
	Iteration 96Q: 3 clusters Score -2.704002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 195474 members 
Entering Unmasked Estep 
Score: -27040022.000000 Penalty: 6046.290039
	Iteration 97Q: 3 clusters Score -2.704002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 195476 members 
Entering Unmasked Estep 
Score: -27040014.000000 Penalty: 6046.290039
	Iteration 98Q: 3 clusters Score -2.704001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 195477 members 
Entering Unmasked Estep 
Score: -27040020.000000 Penalty: 6046.290039
	Iteration 99Q: 3 clusters Score -2.704002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 195477 members 
Entering Unmasked Estep 
Score: -27040020.000000 Penalty: 6046.290039
	Iteration 100F: 3 clusters Score -2.704002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Entering Unmasked Estep 
Score: -127153.898438 Penalty: 1713.866211
	Iteration 0F: 2 clusters Score -127153.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -125260.390625 Penalty: 3427.732422
	Iteration 0F: 3 clusters Score -125260.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -125953.492188 Penalty: 3427.732422
	Iteration 1F: 3 clusters Score -125953.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -126761.687500 Penalty: 3427.732422
	Iteration 2F: 3 clusters Score -126761.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -127126.460938 Penalty: 3427.732422
	Iteration 3F: 3 clusters Score -127126.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -127370.203125 Penalty: 3427.732422
	Iteration 4F: 3 clusters Score -127370.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -127486.921875 Penalty: 3427.732422
	Iteration 5Q: 3 clusters Score -127486.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -127530.796875 Penalty: 3427.732422
	Iteration 6Q: 3 clusters Score -127530.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -127560.757812 Penalty: 3427.732422
	Iteration 7Q: 3 clusters Score -127560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -127566.421875 Penalty: 3427.732422
	Iteration 8Q: 3 clusters Score -127566.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -127577.992188 Penalty: 3427.732422
	Iteration 9Q: 3 clusters Score -127578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -127577.992188 Penalty: 3427.732422
	Iteration 10F: 3 clusters Score -127578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 178847 members 
Mstep: Class 2 contains 3604 members 
Mstep: Class 3 contains 2408 members 
Mstep: Class 4 contains 52976 members 
Mstep: Class 5 contains 493 members 
Mstep: Class 6 contains 855 members 
Mstep: Class 7 contains 10325 members 
Mstep: Class 11 contains 40441 members 
Mstep: Class 13 contains 196831 members 
Mstep: Class 14 contains 148 members 
Mstep: Class 15 contains 7423 members 
Mstep: Class 17 contains 183372 members 
Mstep: Class 18 contains 27811 members 
Mstep: Class 20 contains 111158 members 
Mstep: Class 22 contains 1894 members 
Mstep: Class 23 contains 13069 members 
Mstep: Class 24 contains 26561 members 
Entering Unmasked Estep 
Score: -116069304.000000 Penalty: 57601.605469
Splitting cluster 14 changes total score from -116069304.000000 to -116069304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (7423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Entering Unmasked Estep 
Score: -1027982.187500 Penalty: 2210.259766
	Iteration 0F: 2 clusters Score -1027982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1021884.187500 Penalty: 4420.519531
	Iteration 0F: 3 clusters Score -1021884 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1023545.062500 Penalty: 4420.519531
	Iteration 1F: 3 clusters Score -1023545 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1023816.875000 Penalty: 4420.519531
	Iteration 2F: 3 clusters Score -1023817 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1024021.125000 Penalty: 4420.519531
	Iteration 3F: 3 clusters Score -1024021 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1024159.250000 Penalty: 4420.519531
	Iteration 4Q: 3 clusters Score -1024159 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1024279.312500 Penalty: 4420.519531
	Iteration 5Q: 3 clusters Score -1024279 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1024399.500000 Penalty: 4420.519531
	Iteration 6Q: 3 clusters Score -1024400 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1024511.937500 Penalty: 4420.519531
	Iteration 7Q: 3 clusters Score -1024512 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1024645.937500 Penalty: 4420.519531
	Iteration 8Q: 3 clusters Score -1024646 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1024793.937500 Penalty: 4420.519531
	Iteration 9Q: 3 clusters Score -1024794 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1024972.500000 Penalty: 4420.519531
	Iteration 10Q: 3 clusters Score -1024972 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1025189.937500 Penalty: 4420.519531
	Iteration 11Q: 3 clusters Score -1025190 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1025460.062500 Penalty: 4420.519531
	Iteration 12Q: 3 clusters Score -1025460 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1025709.437500 Penalty: 4420.519531
	Iteration 13Q: 3 clusters Score -1025709 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1025854.375000 Penalty: 4420.519531
	Iteration 14Q: 3 clusters Score -1025854 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1025940.125000 Penalty: 4420.519531
	Iteration 15Q: 3 clusters Score -1025940 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1025986.750000 Penalty: 4420.519531
	Iteration 16Q: 3 clusters Score -1025987 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1026014.312500 Penalty: 4420.519531
	Iteration 17Q: 3 clusters Score -1026014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1026026.375000 Penalty: 4420.519531
	Iteration 18Q: 3 clusters Score -1026026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1026038.562500 Penalty: 4420.519531
	Iteration 19Q: 3 clusters Score -1026039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1026046.500000 Penalty: 4420.519531
	Iteration 20F: 3 clusters Score -1026046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1026049.500000 Penalty: 4420.519531
	Iteration 21Q: 3 clusters Score -1026050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1026057.875000 Penalty: 4420.519531
	Iteration 22Q: 3 clusters Score -1026058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1026063.312500 Penalty: 4420.519531
	Iteration 23Q: 3 clusters Score -1026063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1026064.625000 Penalty: 4420.519531
	Iteration 24Q: 3 clusters Score -1026065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1026065.000000 Penalty: 4420.519531
	Iteration 25Q: 3 clusters Score -1026065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1026068.250000 Penalty: 4420.519531
	Iteration 26Q: 3 clusters Score -1026068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1026071.562500 Penalty: 4420.519531
	Iteration 27Q: 3 clusters Score -1026072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1026073.750000 Penalty: 4420.519531
	Iteration 28Q: 3 clusters Score -1026074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1026075.562500 Penalty: 4420.519531
	Iteration 29Q: 3 clusters Score -1026076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1026078.750000 Penalty: 4420.519531
	Iteration 30Q: 3 clusters Score -1026079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1026078.875000 Penalty: 4420.519531
	Iteration 31Q: 3 clusters Score -1026079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1026077.750000 Penalty: 4420.519531
	Iteration 32Q: 3 clusters Score -1026078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1026081.437500 Penalty: 4420.519531
	Iteration 33Q: 3 clusters Score -1026081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1026080.687500 Penalty: 4420.519531
	Iteration 34Q: 3 clusters Score -1026081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1026082.437500 Penalty: 4420.519531
	Iteration 35Q: 3 clusters Score -1026082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1026082.437500 Penalty: 4420.519531
	Iteration 36F: 3 clusters Score -1026082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (183372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183372 members 
Entering Unmasked Estep 
Score: -25200984.000000 Penalty: 3005.579590
	Iteration 0F: 2 clusters Score -2.520098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91920 members 
Mstep: Class 2 contains 91452 members 
Entering Unmasked Estep 
Score: -25082778.000000 Penalty: 6011.159180
	Iteration 0F: 3 clusters Score -2.508278e+07 nChanged 88034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94886 members 
Mstep: Class 2 contains 88486 members 
Entering Unmasked Estep 
Score: -25133822.000000 Penalty: 6011.159180
	Iteration 1F: 3 clusters Score -2.513382e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96691 members 
Mstep: Class 2 contains 86681 members 
Entering Unmasked Estep 
Score: -25134884.000000 Penalty: 6011.159180
	Iteration 2Q: 3 clusters Score -2.513488e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99425 members 
Mstep: Class 2 contains 83947 members 
Entering Unmasked Estep 
Score: -25136234.000000 Penalty: 6011.159180
	Iteration 3Q: 3 clusters Score -2.513623e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103654 members 
Mstep: Class 2 contains 79718 members 
Entering Unmasked Estep 
Score: -25138122.000000 Penalty: 6011.159180
	Iteration 4Q: 3 clusters Score -2.513812e+07 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109873 members 
Mstep: Class 2 contains 73499 members 
Entering Unmasked Estep 
Score: -25141790.000000 Penalty: 6011.159180
	Iteration 5Q: 3 clusters Score -2.514179e+07 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118905 members 
Mstep: Class 2 contains 64467 members 
Entering Unmasked Estep 
Score: -25148252.000000 Penalty: 6011.159180
	Iteration 6F: 3 clusters Score -2.514825e+07 nChanged 12048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130469 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -25157948.000000 Penalty: 6011.159180
	Iteration 7F: 3 clusters Score -2.515795e+07 nChanged 12989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143122 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -25169742.000000 Penalty: 6011.159180
	Iteration 8F: 3 clusters Score -2.516974e+07 nChanged 12234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155130 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -25180354.000000 Penalty: 6011.159180
	Iteration 9F: 3 clusters Score -2.518035e+07 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164923 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -25187742.000000 Penalty: 6011.159180
	Iteration 10F: 3 clusters Score -2.518774e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171969 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -25192458.000000 Penalty: 6011.159180
	Iteration 11Q: 3 clusters Score -2.519246e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176566 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -25195106.000000 Penalty: 6011.159180
	Iteration 12Q: 3 clusters Score -2.519511e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179313 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -25196558.000000 Penalty: 6011.159180
	Iteration 13Q: 3 clusters Score -2.519656e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180827 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -25197360.000000 Penalty: 6011.159180
	Iteration 14Q: 3 clusters Score -2.519736e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181601 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -25197854.000000 Penalty: 6011.159180
	Iteration 15Q: 3 clusters Score -2.519785e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182037 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -25198058.000000 Penalty: 6011.159180
	Iteration 16Q: 3 clusters Score -2.519806e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182239 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -25198174.000000 Penalty: 6011.159180
	Iteration 17Q: 3 clusters Score -2.519817e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182351 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -25198314.000000 Penalty: 6011.159180
	Iteration 18Q: 3 clusters Score -2.519831e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182436 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -25198370.000000 Penalty: 6011.159180
	Iteration 19Q: 3 clusters Score -2.519837e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182489 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -25198410.000000 Penalty: 6011.159180
	Iteration 20F: 3 clusters Score -2.519841e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182513 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -25198392.000000 Penalty: 6011.159180
	Iteration 21Q: 3 clusters Score -2.519839e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182538 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -25198420.000000 Penalty: 6011.159180
	Iteration 22Q: 3 clusters Score -2.519842e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182552 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -25198422.000000 Penalty: 6011.159180
	Iteration 23Q: 3 clusters Score -2.519842e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182574 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -25198450.000000 Penalty: 6011.159180
	Iteration 24Q: 3 clusters Score -2.519845e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182578 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -25198452.000000 Penalty: 6011.159180
	Iteration 25Q: 3 clusters Score -2.519845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182584 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -25198452.000000 Penalty: 6011.159180
	Iteration 26Q: 3 clusters Score -2.519845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182594 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -25198436.000000 Penalty: 6011.159180
	Iteration 27Q: 3 clusters Score -2.519844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182603 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -25198446.000000 Penalty: 6011.159180
	Iteration 28Q: 3 clusters Score -2.519845e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182606 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -25198450.000000 Penalty: 6011.159180
	Iteration 29Q: 3 clusters Score -2.519845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182608 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -25198456.000000 Penalty: 6011.159180
	Iteration 30Q: 3 clusters Score -2.519846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182613 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -25198466.000000 Penalty: 6011.159180
	Iteration 31Q: 3 clusters Score -2.519847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182620 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -25198482.000000 Penalty: 6011.159180
	Iteration 32Q: 3 clusters Score -2.519848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182630 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -25198498.000000 Penalty: 6011.159180
	Iteration 33Q: 3 clusters Score -2.51985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182632 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -25198498.000000 Penalty: 6011.159180
	Iteration 34Q: 3 clusters Score -2.51985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182633 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -25198486.000000 Penalty: 6011.159180
	Iteration 35Q: 3 clusters Score -2.519849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182636 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -25198490.000000 Penalty: 6011.159180
	Iteration 36Q: 3 clusters Score -2.519849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182642 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -25198490.000000 Penalty: 6011.159180
	Iteration 37Q: 3 clusters Score -2.519849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182646 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -25198512.000000 Penalty: 6011.159180
	Iteration 38Q: 3 clusters Score -2.519851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182648 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -25198500.000000 Penalty: 6011.159180
	Iteration 39Q: 3 clusters Score -2.51985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182645 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -25198490.000000 Penalty: 6011.159180
	Iteration 40F: 3 clusters Score -2.519849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182646 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -25198496.000000 Penalty: 6011.159180
	Iteration 41Q: 3 clusters Score -2.51985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182648 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -25198494.000000 Penalty: 6011.159180
	Iteration 42Q: 3 clusters Score -2.519849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182649 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -25198490.000000 Penalty: 6011.159180
	Iteration 43Q: 3 clusters Score -2.519849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182650 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -25198504.000000 Penalty: 6011.159180
	Iteration 44Q: 3 clusters Score -2.51985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182653 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -25198504.000000 Penalty: 6011.159180
	Iteration 45Q: 3 clusters Score -2.51985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182658 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -25198524.000000 Penalty: 6011.159180
	Iteration 46Q: 3 clusters Score -2.519852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182663 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -25198522.000000 Penalty: 6011.159180
	Iteration 47Q: 3 clusters Score -2.519852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182663 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -25198512.000000 Penalty: 6011.159180
	Iteration 48Q: 3 clusters Score -2.519851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182665 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -25198516.000000 Penalty: 6011.159180
	Iteration 49Q: 3 clusters Score -2.519852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182667 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -25198520.000000 Penalty: 6011.159180
	Iteration 50Q: 3 clusters Score -2.519852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182669 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -25198524.000000 Penalty: 6011.159180
	Iteration 51Q: 3 clusters Score -2.519852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182670 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -25198524.000000 Penalty: 6011.159180
	Iteration 52Q: 3 clusters Score -2.519852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182670 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -25198534.000000 Penalty: 6011.159180
	Iteration 53Q: 3 clusters Score -2.519853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182670 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -25198532.000000 Penalty: 6011.159180
	Iteration 54Q: 3 clusters Score -2.519853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182670 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -25198532.000000 Penalty: 6011.159180
	Iteration 55Q: 3 clusters Score -2.519853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182673 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -25198544.000000 Penalty: 6011.159180
	Iteration 56Q: 3 clusters Score -2.519854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182677 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -25198540.000000 Penalty: 6011.159180
	Iteration 57Q: 3 clusters Score -2.519854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182679 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -25198546.000000 Penalty: 6011.159180
	Iteration 58Q: 3 clusters Score -2.519855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182679 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -25198546.000000 Penalty: 6011.159180
	Iteration 59Q: 3 clusters Score -2.519855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182679 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -25198560.000000 Penalty: 6011.159180
	Iteration 60F: 3 clusters Score -2.519856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182677 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -25198548.000000 Penalty: 6011.159180
	Iteration 61Q: 3 clusters Score -2.519855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182677 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -25198568.000000 Penalty: 6011.159180
	Iteration 62Q: 3 clusters Score -2.519857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182677 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -25198568.000000 Penalty: 6011.159180
	Iteration 63F: 3 clusters Score -2.519857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Entering Unmasked Estep 
Score: -3891106.000000 Penalty: 2537.830322
	Iteration 0F: 2 clusters Score -3891106 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 13825 members 
Entering Unmasked Estep 
Score: -3871919.250000 Penalty: 5075.660645
	Iteration 0F: 3 clusters Score -3871919 nChanged 12478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -3878609.000000 Penalty: 5075.660645
	Iteration 1F: 3 clusters Score -3878609 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -3879043.250000 Penalty: 5075.660645
	Iteration 2Q: 3 clusters Score -3879043 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -3879401.250000 Penalty: 5075.660645
	Iteration 3Q: 3 clusters Score -3879401 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -3879757.000000 Penalty: 5075.660645
	Iteration 4Q: 3 clusters Score -3879757 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3880083.750000 Penalty: 5075.660645
	Iteration 5Q: 3 clusters Score -3880084 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -3880515.000000 Penalty: 5075.660645
	Iteration 6Q: 3 clusters Score -3880515 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -3881067.250000 Penalty: 5075.660645
	Iteration 7Q: 3 clusters Score -3881067 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -3881908.500000 Penalty: 5075.660645
	Iteration 8F: 3 clusters Score -3881908 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -3883044.500000 Penalty: 5075.660645
	Iteration 9F: 3 clusters Score -3883044 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -3884431.750000 Penalty: 5075.660645
	Iteration 10F: 3 clusters Score -3884432 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -3885844.750000 Penalty: 5075.660645
	Iteration 11F: 3 clusters Score -3885845 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3886960.000000 Penalty: 5075.660645
	Iteration 12Q: 3 clusters Score -3886960 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -3887690.500000 Penalty: 5075.660645
	Iteration 13Q: 3 clusters Score -3887690 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -3888065.000000 Penalty: 5075.660645
	Iteration 14Q: 3 clusters Score -3888065 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3888273.000000 Penalty: 5075.660645
	Iteration 15Q: 3 clusters Score -3888273 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3888423.750000 Penalty: 5075.660645
	Iteration 16Q: 3 clusters Score -3888424 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3888538.500000 Penalty: 5075.660645
	Iteration 17Q: 3 clusters Score -3888538 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3888608.500000 Penalty: 5075.660645
	Iteration 18Q: 3 clusters Score -3888608 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3888669.500000 Penalty: 5075.660645
	Iteration 19Q: 3 clusters Score -3888670 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3888718.000000 Penalty: 5075.660645
	Iteration 20F: 3 clusters Score -3888718 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3888749.000000 Penalty: 5075.660645
	Iteration 21Q: 3 clusters Score -3888749 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3888798.250000 Penalty: 5075.660645
	Iteration 22Q: 3 clusters Score -3888798 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3888831.750000 Penalty: 5075.660645
	Iteration 23Q: 3 clusters Score -3888832 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3888855.500000 Penalty: 5075.660645
	Iteration 24Q: 3 clusters Score -3888856 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3888872.500000 Penalty: 5075.660645
	Iteration 25Q: 3 clusters Score -3888872 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3888902.500000 Penalty: 5075.660645
	Iteration 26Q: 3 clusters Score -3888902 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3888901.750000 Penalty: 5075.660645
	Iteration 27Q: 3 clusters Score -3888902 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3888916.500000 Penalty: 5075.660645
	Iteration 28Q: 3 clusters Score -3888916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3888921.500000 Penalty: 5075.660645
	Iteration 29Q: 3 clusters Score -3888922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3888930.250000 Penalty: 5075.660645
	Iteration 30Q: 3 clusters Score -3888930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3888944.250000 Penalty: 5075.660645
	Iteration 31Q: 3 clusters Score -3888944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3888952.750000 Penalty: 5075.660645
	Iteration 32Q: 3 clusters Score -3888953 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3888967.750000 Penalty: 5075.660645
	Iteration 33Q: 3 clusters Score -3888968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3888978.500000 Penalty: 5075.660645
	Iteration 34Q: 3 clusters Score -3888978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3888988.750000 Penalty: 5075.660645
	Iteration 35Q: 3 clusters Score -3888989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3888994.500000 Penalty: 5075.660645
	Iteration 36Q: 3 clusters Score -3888994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3889001.500000 Penalty: 5075.660645
	Iteration 37Q: 3 clusters Score -3889002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3889009.750000 Penalty: 5075.660645
	Iteration 38Q: 3 clusters Score -3889010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3889017.750000 Penalty: 5075.660645
	Iteration 39Q: 3 clusters Score -3889018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3889031.000000 Penalty: 5075.660645
	Iteration 40F: 3 clusters Score -3889031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3889047.000000 Penalty: 5075.660645
	Iteration 41Q: 3 clusters Score -3889047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3889056.750000 Penalty: 5075.660645
	Iteration 42Q: 3 clusters Score -3889057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3889069.000000 Penalty: 5075.660645
	Iteration 43Q: 3 clusters Score -3889069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3889071.250000 Penalty: 5075.660645
	Iteration 44Q: 3 clusters Score -3889071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3889082.000000 Penalty: 5075.660645
	Iteration 45Q: 3 clusters Score -3889082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3889086.750000 Penalty: 5075.660645
	Iteration 46Q: 3 clusters Score -3889087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3889088.750000 Penalty: 5075.660645
	Iteration 47Q: 3 clusters Score -3889089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3889091.500000 Penalty: 5075.660645
	Iteration 48Q: 3 clusters Score -3889092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3889091.500000 Penalty: 5075.660645
	Iteration 49Q: 3 clusters Score -3889092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3889092.500000 Penalty: 5075.660645
	Iteration 50Q: 3 clusters Score -3889092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3889099.500000 Penalty: 5075.660645
	Iteration 51Q: 3 clusters Score -3889100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3889096.750000 Penalty: 5075.660645
	Iteration 52Q: 3 clusters Score -3889097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3889091.000000 Penalty: 5075.660645
	Iteration 53Q: 3 clusters Score -3889091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3889093.750000 Penalty: 5075.660645
	Iteration 54Q: 3 clusters Score -3889094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3889098.000000 Penalty: 5075.660645
	Iteration 55Q: 3 clusters Score -3889098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3889098.000000 Penalty: 5075.660645
	Iteration 56Q: 3 clusters Score -3889098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3889104.750000 Penalty: 5075.660645
	Iteration 57Q: 3 clusters Score -3889105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3889100.500000 Penalty: 5075.660645
	Iteration 58Q: 3 clusters Score -3889100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3889105.250000 Penalty: 5075.660645
	Iteration 59Q: 3 clusters Score -3889105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3889109.500000 Penalty: 5075.660645
	Iteration 60F: 3 clusters Score -3889110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3889105.000000 Penalty: 5075.660645
	Iteration 61Q: 3 clusters Score -3889105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3889109.500000 Penalty: 5075.660645
	Iteration 62Q: 3 clusters Score -3889110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3889106.750000 Penalty: 5075.660645
	Iteration 63Q: 3 clusters Score -3889107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3889105.000000 Penalty: 5075.660645
	Iteration 64Q: 3 clusters Score -3889105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3889108.500000 Penalty: 5075.660645
	Iteration 65Q: 3 clusters Score -3889108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3889108.500000 Penalty: 5075.660645
	Iteration 66F: 3 clusters Score -3889108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (111158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111158 members 
Entering Unmasked Estep 
Score: -15245777.000000 Penalty: 2881.439453
	Iteration 0F: 2 clusters Score -1.524578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55733 members 
Mstep: Class 2 contains 55425 members 
Entering Unmasked Estep 
Score: -15171938.000000 Penalty: 5762.878906
	Iteration 0F: 3 clusters Score -1.517194e+07 nChanged 52476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57993 members 
Mstep: Class 2 contains 53165 members 
Entering Unmasked Estep 
Score: -15201697.000000 Penalty: 5762.878906
	Iteration 1F: 3 clusters Score -1.52017e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -15202545.000000 Penalty: 5762.878906
	Iteration 2Q: 3 clusters Score -1.520254e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61810 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -15203687.000000 Penalty: 5762.878906
	Iteration 3Q: 3 clusters Score -1.520369e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65184 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -15205640.000000 Penalty: 5762.878906
	Iteration 4Q: 3 clusters Score -1.520564e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70149 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -15209030.000000 Penalty: 5762.878906
	Iteration 5F: 3 clusters Score -1.520903e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -15214784.000000 Penalty: 5762.878906
	Iteration 6F: 3 clusters Score -1.521478e+07 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84648 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -15222986.000000 Penalty: 5762.878906
	Iteration 7F: 3 clusters Score -1.522299e+07 nChanged 8398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91546 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -15232103.000000 Penalty: 5762.878906
	Iteration 8F: 3 clusters Score -1.52321e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95355 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -15239150.000000 Penalty: 5762.878906
	Iteration 9F: 3 clusters Score -1.523915e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96375 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -15242520.000000 Penalty: 5762.878906
	Iteration 10Q: 3 clusters Score -1.524252e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96770 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -15243602.000000 Penalty: 5762.878906
	Iteration 11Q: 3 clusters Score -1.52436e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97120 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -15243992.000000 Penalty: 5762.878906
	Iteration 12Q: 3 clusters Score -1.524399e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97377 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -15244195.000000 Penalty: 5762.878906
	Iteration 13Q: 3 clusters Score -1.52442e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97587 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -15244342.000000 Penalty: 5762.878906
	Iteration 14Q: 3 clusters Score -1.524434e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97752 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -15244379.000000 Penalty: 5762.878906
	Iteration 15Q: 3 clusters Score -1.524438e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97889 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -15244411.000000 Penalty: 5762.878906
	Iteration 16Q: 3 clusters Score -1.524441e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98040 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -15244463.000000 Penalty: 5762.878906
	Iteration 17Q: 3 clusters Score -1.524446e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98184 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -15244507.000000 Penalty: 5762.878906
	Iteration 18Q: 3 clusters Score -1.524451e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98346 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -15244539.000000 Penalty: 5762.878906
	Iteration 19Q: 3 clusters Score -1.524454e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98476 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -15244557.000000 Penalty: 5762.878906
	Iteration 20F: 3 clusters Score -1.524456e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98570 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -15244578.000000 Penalty: 5762.878906
	Iteration 21Q: 3 clusters Score -1.524458e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98666 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -15244591.000000 Penalty: 5762.878906
	Iteration 22Q: 3 clusters Score -1.524459e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98756 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -15244602.000000 Penalty: 5762.878906
	Iteration 23Q: 3 clusters Score -1.52446e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98846 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -15244619.000000 Penalty: 5762.878906
	Iteration 24Q: 3 clusters Score -1.524462e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98938 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -15244603.000000 Penalty: 5762.878906
	Iteration 25Q: 3 clusters Score -1.52446e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99023 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -15244618.000000 Penalty: 5762.878906
	Iteration 26Q: 3 clusters Score -1.524462e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99093 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -15244614.000000 Penalty: 5762.878906
	Iteration 27Q: 3 clusters Score -1.524461e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99163 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -15244638.000000 Penalty: 5762.878906
	Iteration 28Q: 3 clusters Score -1.524464e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99213 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -15244625.000000 Penalty: 5762.878906
	Iteration 29Q: 3 clusters Score -1.524462e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99253 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -15244632.000000 Penalty: 5762.878906
	Iteration 30Q: 3 clusters Score -1.524463e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99295 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -15244628.000000 Penalty: 5762.878906
	Iteration 31Q: 3 clusters Score -1.524463e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99349 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -15244635.000000 Penalty: 5762.878906
	Iteration 32Q: 3 clusters Score -1.524464e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99396 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -15244639.000000 Penalty: 5762.878906
	Iteration 33Q: 3 clusters Score -1.524464e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99433 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -15244620.000000 Penalty: 5762.878906
	Iteration 34Q: 3 clusters Score -1.524462e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99462 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -15244628.000000 Penalty: 5762.878906
	Iteration 35Q: 3 clusters Score -1.524463e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99488 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -15244636.000000 Penalty: 5762.878906
	Iteration 36Q: 3 clusters Score -1.524464e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99519 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -15244628.000000 Penalty: 5762.878906
	Iteration 37Q: 3 clusters Score -1.524463e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99557 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -15244625.000000 Penalty: 5762.878906
	Iteration 38Q: 3 clusters Score -1.524462e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99586 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -15244647.000000 Penalty: 5762.878906
	Iteration 39Q: 3 clusters Score -1.524465e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99617 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -15244653.000000 Penalty: 5762.878906
	Iteration 40F: 3 clusters Score -1.524465e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99642 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -15244676.000000 Penalty: 5762.878906
	Iteration 41Q: 3 clusters Score -1.524468e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99662 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -15244675.000000 Penalty: 5762.878906
	Iteration 42Q: 3 clusters Score -1.524468e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99679 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -15244680.000000 Penalty: 5762.878906
	Iteration 43Q: 3 clusters Score -1.524468e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99707 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -15244656.000000 Penalty: 5762.878906
	Iteration 44Q: 3 clusters Score -1.524466e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99731 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -15244658.000000 Penalty: 5762.878906
	Iteration 45Q: 3 clusters Score -1.524466e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99758 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -15244667.000000 Penalty: 5762.878906
	Iteration 46Q: 3 clusters Score -1.524467e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99784 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -15244649.000000 Penalty: 5762.878906
	Iteration 47Q: 3 clusters Score -1.524465e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99815 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -15244669.000000 Penalty: 5762.878906
	Iteration 48Q: 3 clusters Score -1.524467e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99839 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -15244677.000000 Penalty: 5762.878906
	Iteration 49Q: 3 clusters Score -1.524468e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99863 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -15244682.000000 Penalty: 5762.878906
	Iteration 50Q: 3 clusters Score -1.524468e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99883 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -15244689.000000 Penalty: 5762.878906
	Iteration 51Q: 3 clusters Score -1.524469e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99908 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -15244685.000000 Penalty: 5762.878906
	Iteration 52Q: 3 clusters Score -1.524468e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99929 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -15244678.000000 Penalty: 5762.878906
	Iteration 53Q: 3 clusters Score -1.524468e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99947 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -15244679.000000 Penalty: 5762.878906
	Iteration 54Q: 3 clusters Score -1.524468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99959 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -15244690.000000 Penalty: 5762.878906
	Iteration 55Q: 3 clusters Score -1.524469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99968 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -15244680.000000 Penalty: 5762.878906
	Iteration 56Q: 3 clusters Score -1.524468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99977 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -15244677.000000 Penalty: 5762.878906
	Iteration 57Q: 3 clusters Score -1.524468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99988 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -15244674.000000 Penalty: 5762.878906
	Iteration 58Q: 3 clusters Score -1.524467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99994 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -15244660.000000 Penalty: 5762.878906
	Iteration 59Q: 3 clusters Score -1.524466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99997 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -15244667.000000 Penalty: 5762.878906
	Iteration 60F: 3 clusters Score -1.524467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99999 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -15244665.000000 Penalty: 5762.878906
	Iteration 61Q: 3 clusters Score -1.524466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100007 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -15244672.000000 Penalty: 5762.878906
	Iteration 62Q: 3 clusters Score -1.524467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100017 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -15244670.000000 Penalty: 5762.878906
	Iteration 63Q: 3 clusters Score -1.524467e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100030 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -15244684.000000 Penalty: 5762.878906
	Iteration 64Q: 3 clusters Score -1.524468e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100047 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -15244702.000000 Penalty: 5762.878906
	Iteration 65Q: 3 clusters Score -1.52447e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100064 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -15244706.000000 Penalty: 5762.878906
	Iteration 66Q: 3 clusters Score -1.524471e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100077 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -15244715.000000 Penalty: 5762.878906
	Iteration 67Q: 3 clusters Score -1.524472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100082 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -15244703.000000 Penalty: 5762.878906
	Iteration 68Q: 3 clusters Score -1.52447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100088 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -15244692.000000 Penalty: 5762.878906
	Iteration 69Q: 3 clusters Score -1.524469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100091 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -15244694.000000 Penalty: 5762.878906
	Iteration 70Q: 3 clusters Score -1.524469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100093 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -15244694.000000 Penalty: 5762.878906
	Iteration 71Q: 3 clusters Score -1.524469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100097 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -15244687.000000 Penalty: 5762.878906
	Iteration 72Q: 3 clusters Score -1.524469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100098 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -15244691.000000 Penalty: 5762.878906
	Iteration 73Q: 3 clusters Score -1.524469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100098 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -15244691.000000 Penalty: 5762.878906
	Iteration 74F: 3 clusters Score -1.524469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Entering Unmasked Estep 
Score: -230126.265625 Penalty: 1871.518677
	Iteration 0F: 2 clusters Score -230126.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -227799.859375 Penalty: 3743.037354
	Iteration 0F: 3 clusters Score -227799.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -229403.453125 Penalty: 3743.037354
	Iteration 1F: 3 clusters Score -229403.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -231809.093750 Penalty: 3743.037354
	Iteration 2F: 3 clusters Score -231809.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -234501.156250 Penalty: 3743.037354
	Iteration 3F: 3 clusters Score -234501.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -235292.656250 Penalty: 3743.037354
	Iteration 4Q: 3 clusters Score -235292.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -235303.968750 Penalty: 3743.037354
	Iteration 5Q: 3 clusters Score -235304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -235306.203125 Penalty: 3743.037354
	Iteration 6Q: 3 clusters Score -235306.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -235306.671875 Penalty: 3743.037354
	Iteration 7Q: 3 clusters Score -235306.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -235306.671875 Penalty: 3743.037354
	Iteration 8F: 3 clusters Score -235306.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 178847 members 
Mstep: Class 2 contains 3604 members 
Mstep: Class 3 contains 2408 members 
Mstep: Class 4 contains 52976 members 
Mstep: Class 5 contains 493 members 
Mstep: Class 6 contains 421 members 
Mstep: Class 7 contains 10325 members 
Mstep: Class 11 contains 40441 members 
Mstep: Class 13 contains 196831 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 7423 members 
Mstep: Class 17 contains 183372 members 
Mstep: Class 18 contains 27811 members 
Mstep: Class 20 contains 111158 members 
Mstep: Class 22 contains 1473 members 
Mstep: Class 23 contains 13069 members 
Mstep: Class 24 contains 26561 members 
Entering Unmasked Estep 
Score: -116074176.000000 Penalty: 57601.605469
Splitting cluster 22 changes total score from -116069304.000000 to -116074176.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 23 (13069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Entering Unmasked Estep 
Score: -1732365.125000 Penalty: 2350.543701
	Iteration 0F: 2 clusters Score -1732365 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 6464 members 
Entering Unmasked Estep 
Score: -1722779.750000 Penalty: 4701.087402
	Iteration 0F: 3 clusters Score -1722780 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1725716.125000 Penalty: 4701.087402
	Iteration 1F: 3 clusters Score -1725716 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1726159.750000 Penalty: 4701.087402
	Iteration 2F: 3 clusters Score -1726160 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1726598.375000 Penalty: 4701.087402
	Iteration 3F: 3 clusters Score -1726598 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1726995.750000 Penalty: 4701.087402
	Iteration 4F: 3 clusters Score -1726996 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1727429.625000 Penalty: 4701.087402
	Iteration 5F: 3 clusters Score -1727430 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1727920.250000 Penalty: 4701.087402
	Iteration 6F: 3 clusters Score -1727920 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1728446.125000 Penalty: 4701.087402
	Iteration 7F: 3 clusters Score -1728446 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1728933.625000 Penalty: 4701.087402
	Iteration 8F: 3 clusters Score -1728934 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1729330.375000 Penalty: 4701.087402
	Iteration 9Q: 3 clusters Score -1729330 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1729654.625000 Penalty: 4701.087402
	Iteration 10Q: 3 clusters Score -1729655 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1729888.125000 Penalty: 4701.087402
	Iteration 11Q: 3 clusters Score -1729888 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1730063.875000 Penalty: 4701.087402
	Iteration 12Q: 3 clusters Score -1730064 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1730222.125000 Penalty: 4701.087402
	Iteration 13Q: 3 clusters Score -1730222 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1730326.125000 Penalty: 4701.087402
	Iteration 14Q: 3 clusters Score -1730326 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1730398.500000 Penalty: 4701.087402
	Iteration 15Q: 3 clusters Score -1730398 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1730466.375000 Penalty: 4701.087402
	Iteration 16Q: 3 clusters Score -1730466 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1730518.500000 Penalty: 4701.087402
	Iteration 17Q: 3 clusters Score -1730518 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1730556.000000 Penalty: 4701.087402
	Iteration 18Q: 3 clusters Score -1730556 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1730588.750000 Penalty: 4701.087402
	Iteration 19Q: 3 clusters Score -1730589 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1730599.500000 Penalty: 4701.087402
	Iteration 20F: 3 clusters Score -1730600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1730612.000000 Penalty: 4701.087402
	Iteration 21Q: 3 clusters Score -1730612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1730616.500000 Penalty: 4701.087402
	Iteration 22Q: 3 clusters Score -1730616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1730621.875000 Penalty: 4701.087402
	Iteration 23Q: 3 clusters Score -1730622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1730624.000000 Penalty: 4701.087402
	Iteration 24Q: 3 clusters Score -1730624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1730636.125000 Penalty: 4701.087402
	Iteration 25Q: 3 clusters Score -1730636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1730643.375000 Penalty: 4701.087402
	Iteration 26Q: 3 clusters Score -1730643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1730651.625000 Penalty: 4701.087402
	Iteration 27Q: 3 clusters Score -1730652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1730656.625000 Penalty: 4701.087402
	Iteration 28Q: 3 clusters Score -1730657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1730657.250000 Penalty: 4701.087402
	Iteration 29Q: 3 clusters Score -1730657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1730664.875000 Penalty: 4701.087402
	Iteration 30Q: 3 clusters Score -1730665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1730669.250000 Penalty: 4701.087402
	Iteration 31Q: 3 clusters Score -1730669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1730669.750000 Penalty: 4701.087402
	Iteration 32Q: 3 clusters Score -1730670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1730670.375000 Penalty: 4701.087402
	Iteration 33Q: 3 clusters Score -1730670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1730678.125000 Penalty: 4701.087402
	Iteration 34Q: 3 clusters Score -1730678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1730675.375000 Penalty: 4701.087402
	Iteration 35Q: 3 clusters Score -1730675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1730678.000000 Penalty: 4701.087402
	Iteration 36Q: 3 clusters Score -1730678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1730680.500000 Penalty: 4701.087402
	Iteration 37Q: 3 clusters Score -1730680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1730683.500000 Penalty: 4701.087402
	Iteration 38Q: 3 clusters Score -1730684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1730681.625000 Penalty: 4701.087402
	Iteration 39Q: 3 clusters Score -1730682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1730680.375000 Penalty: 4701.087402
	Iteration 40F: 3 clusters Score -1730680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1730679.000000 Penalty: 4701.087402
	Iteration 41Q: 3 clusters Score -1730679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1730678.625000 Penalty: 4701.087402
	Iteration 42Q: 3 clusters Score -1730679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1730680.125000 Penalty: 4701.087402
	Iteration 43Q: 3 clusters Score -1730680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1730680.000000 Penalty: 4701.087402
	Iteration 44Q: 3 clusters Score -1730680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1730680.000000 Penalty: 4701.087402
	Iteration 45F: 3 clusters Score -1730680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (26561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Entering Unmasked Estep 
Score: -3650409.500000 Penalty: 2526.425537
	Iteration 0F: 2 clusters Score -3650410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -3632175.750000 Penalty: 5052.851074
	Iteration 0F: 3 clusters Score -3632176 nChanged 11841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -3638453.750000 Penalty: 5052.851074
	Iteration 1F: 3 clusters Score -3638454 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3638831.500000 Penalty: 5052.851074
	Iteration 2Q: 3 clusters Score -3638832 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -3639208.500000 Penalty: 5052.851074
	Iteration 3Q: 3 clusters Score -3639208 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -3639639.750000 Penalty: 5052.851074
	Iteration 4Q: 3 clusters Score -3639640 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -3640184.750000 Penalty: 5052.851074
	Iteration 5Q: 3 clusters Score -3640185 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -3640976.500000 Penalty: 5052.851074
	Iteration 6F: 3 clusters Score -3640976 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -3642142.500000 Penalty: 5052.851074
	Iteration 7F: 3 clusters Score -3642142 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -3643716.000000 Penalty: 5052.851074
	Iteration 8F: 3 clusters Score -3643716 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -3645474.500000 Penalty: 5052.851074
	Iteration 9F: 3 clusters Score -3645474 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -3646825.250000 Penalty: 5052.851074
	Iteration 10F: 3 clusters Score -3646825 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3647566.750000 Penalty: 5052.851074
	Iteration 11Q: 3 clusters Score -3647567 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -3647873.750000 Penalty: 5052.851074
	Iteration 12Q: 3 clusters Score -3647874 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -3648018.250000 Penalty: 5052.851074
	Iteration 13Q: 3 clusters Score -3648018 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -3648102.750000 Penalty: 5052.851074
	Iteration 14Q: 3 clusters Score -3648103 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -3648148.000000 Penalty: 5052.851074
	Iteration 15Q: 3 clusters Score -3648148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -3648173.750000 Penalty: 5052.851074
	Iteration 16Q: 3 clusters Score -3648174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3648183.250000 Penalty: 5052.851074
	Iteration 17Q: 3 clusters Score -3648183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -3648193.250000 Penalty: 5052.851074
	Iteration 18Q: 3 clusters Score -3648193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -3648198.750000 Penalty: 5052.851074
	Iteration 19Q: 3 clusters Score -3648199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -3648207.250000 Penalty: 5052.851074
	Iteration 20F: 3 clusters Score -3648207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3648214.000000 Penalty: 5052.851074
	Iteration 21Q: 3 clusters Score -3648214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -3648218.750000 Penalty: 5052.851074
	Iteration 22Q: 3 clusters Score -3648219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -3648224.750000 Penalty: 5052.851074
	Iteration 23Q: 3 clusters Score -3648225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -3648229.000000 Penalty: 5052.851074
	Iteration 24Q: 3 clusters Score -3648229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -3648232.000000 Penalty: 5052.851074
	Iteration 25Q: 3 clusters Score -3648232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -3648233.750000 Penalty: 5052.851074
	Iteration 26Q: 3 clusters Score -3648234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -3648233.750000 Penalty: 5052.851074
	Iteration 27F: 3 clusters Score -3648234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 178847 members 
Mstep: Class 2 contains 3604 members 
Mstep: Class 4 contains 52976 members 
Mstep: Class 5 contains 493 members 
Mstep: Class 7 contains 10325 members 
Mstep: Class 11 contains 40441 members 
Mstep: Class 13 contains 196831 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 7423 members 
Mstep: Class 17 contains 183372 members 
Mstep: Class 18 contains 27811 members 
Mstep: Class 20 contains 111158 members 
Mstep: Class 22 contains 1473 members 
Mstep: Class 23 contains 13069 members 
Mstep: Class 24 contains 26561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116075744.000000 Penalty: 57601.605469
Iteration 39Q: 18 clusters Score -1.160757e+08 nChanged 12914
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 179330 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 2408 members 
Mstep: Class 4 contains 53008 members 
Mstep: Class 5 contains 493 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 10272 members 
Mstep: Class 11 contains 41584 members 
Mstep: Class 13 contains 193363 members 
Mstep: Class 14 contains 947 members 
Mstep: Class 15 contains 7432 members 
Mstep: Class 17 contains 184638 members 
Mstep: Class 18 contains 28187 members 
Mstep: Class 20 contains 111861 members 
Mstep: Class 22 contains 1550 members 
Mstep: Class 23 contains 13165 members 
Mstep: Class 24 contains 25926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116077456.000000 Penalty: 57601.605469
Iteration 40F: 18 clusters Score -1.160775e+08 nChanged 11958
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 180013 members 
Mstep: Class 2 contains 3677 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 53041 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 421 members 
Mstep: Class 7 contains 10225 members 
Mstep: Class 11 contains 42471 members 
Mstep: Class 13 contains 190171 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 7450 members 
Mstep: Class 17 contains 185068 members 
Mstep: Class 18 contains 28657 members 
Mstep: Class 20 contains 112976 members 
Mstep: Class 22 contains 1581 members 
Mstep: Class 23 contains 13270 members 
Mstep: Class 24 contains 25370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116079048.000000 Penalty: 57601.605469
Iteration 41Q: 18 clusters Score -1.16079e+08 nChanged 11378
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 180964 members 
Mstep: Class 2 contains 3722 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 53048 members 
Mstep: Class 5 contains 484 members 
Mstep: Class 6 contains 425 members 
Mstep: Class 7 contains 10165 members 
Mstep: Class 11 contains 43222 members 
Mstep: Class 13 contains 187191 members 
Mstep: Class 14 contains 893 members 
Mstep: Class 15 contains 7435 members 
Mstep: Class 17 contains 184900 members 
Mstep: Class 18 contains 29154 members 
Mstep: Class 20 contains 114351 members 
Mstep: Class 22 contains 1601 members 
Mstep: Class 23 contains 13385 members 
Mstep: Class 24 contains 24821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116080864.000000 Penalty: 57601.605469
Iteration 42Q: 18 clusters Score -1.160809e+08 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 182315 members 
Mstep: Class 2 contains 3768 members 
Mstep: Class 3 contains 2501 members 
Mstep: Class 4 contains 53035 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 10101 members 
Mstep: Class 11 contains 43815 members 
Mstep: Class 13 contains 184511 members 
Mstep: Class 14 contains 887 members 
Mstep: Class 15 contains 7431 members 
Mstep: Class 17 contains 184100 members 
Mstep: Class 18 contains 29607 members 
Mstep: Class 20 contains 115822 members 
Mstep: Class 22 contains 1611 members 
Mstep: Class 23 contains 13480 members 
Mstep: Class 24 contains 24321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116082504.000000 Penalty: 57601.605469
Iteration 43Q: 18 clusters Score -1.160825e+08 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 183934 members 
Mstep: Class 2 contains 3812 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 53044 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 10027 members 
Mstep: Class 11 contains 44316 members 
Mstep: Class 13 contains 181863 members 
Mstep: Class 14 contains 878 members 
Mstep: Class 15 contains 7422 members 
Mstep: Class 17 contains 182983 members 
Mstep: Class 18 contains 30090 members 
Mstep: Class 20 contains 117279 members 
Mstep: Class 22 contains 1621 members 
Mstep: Class 23 contains 13556 members 
Mstep: Class 24 contains 23925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116083736.000000 Penalty: 57601.605469
Iteration 44Q: 18 clusters Score -1.160837e+08 nChanged 9835
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 185636 members 
Mstep: Class 2 contains 3845 members 
Mstep: Class 3 contains 2625 members 
Mstep: Class 4 contains 53044 members 
Mstep: Class 5 contains 482 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 9983 members 
Mstep: Class 11 contains 44725 members 
Mstep: Class 13 contains 179395 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 7423 members 
Mstep: Class 17 contains 181562 members 
Mstep: Class 18 contains 30637 members 
Mstep: Class 20 contains 118812 members 
Mstep: Class 22 contains 1629 members 
Mstep: Class 23 contains 13609 members 
Mstep: Class 24 contains 23506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116085848.000000 Penalty: 57601.605469
Iteration 45Q: 18 clusters Score -1.160858e+08 nChanged 9358
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 187286 members 
Mstep: Class 2 contains 3869 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 53003 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 9941 members 
Mstep: Class 11 contains 45136 members 
Mstep: Class 13 contains 177229 members 
Mstep: Class 14 contains 875 members 
Mstep: Class 15 contains 7409 members 
Mstep: Class 17 contains 179989 members 
Mstep: Class 18 contains 31191 members 
Mstep: Class 20 contains 120356 members 
Mstep: Class 22 contains 1635 members 
Mstep: Class 23 contains 13656 members 
Mstep: Class 24 contains 23052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116087424.000000 Penalty: 57601.605469
Iteration 46Q: 18 clusters Score -1.160874e+08 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 188954 members 
Mstep: Class 2 contains 3893 members 
Mstep: Class 3 contains 2739 members 
Mstep: Class 4 contains 52996 members 
Mstep: Class 5 contains 482 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 9893 members 
Mstep: Class 11 contains 45507 members 
Mstep: Class 13 contains 175071 members 
Mstep: Class 14 contains 871 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 17 contains 178380 members 
Mstep: Class 18 contains 31741 members 
Mstep: Class 20 contains 121920 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 13704 members 
Mstep: Class 24 contains 22630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116089088.000000 Penalty: 57601.605469
Iteration 47Q: 18 clusters Score -1.160891e+08 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 190593 members 
Mstep: Class 2 contains 3911 members 
Mstep: Class 3 contains 2794 members 
Mstep: Class 4 contains 52960 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 7 contains 9847 members 
Mstep: Class 11 contains 45878 members 
Mstep: Class 13 contains 173080 members 
Mstep: Class 14 contains 867 members 
Mstep: Class 15 contains 7345 members 
Mstep: Class 17 contains 176807 members 
Mstep: Class 18 contains 32214 members 
Mstep: Class 20 contains 123424 members 
Mstep: Class 22 contains 1643 members 
Mstep: Class 23 contains 13751 members 
Mstep: Class 24 contains 22192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116090488.000000 Penalty: 57601.605469
Iteration 48Q: 18 clusters Score -1.160905e+08 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 192247 members 
Mstep: Class 2 contains 3944 members 
Mstep: Class 3 contains 2849 members 
Mstep: Class 4 contains 52908 members 
Mstep: Class 5 contains 484 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 7 contains 9785 members 
Mstep: Class 11 contains 46165 members 
Mstep: Class 13 contains 171045 members 
Mstep: Class 14 contains 868 members 
Mstep: Class 15 contains 7339 members 
Mstep: Class 17 contains 175249 members 
Mstep: Class 18 contains 32652 members 
Mstep: Class 20 contains 125038 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 13817 members 
Mstep: Class 24 contains 21754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116090952.000000 Penalty: 57601.605469
Iteration 49Q: 18 clusters Score -1.16091e+08 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 193740 members 
Mstep: Class 2 contains 3959 members 
Mstep: Class 3 contains 2911 members 
Mstep: Class 4 contains 52845 members 
Mstep: Class 5 contains 484 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 7 contains 9733 members 
Mstep: Class 11 contains 46428 members 
Mstep: Class 13 contains 169258 members 
Mstep: Class 14 contains 867 members 
Mstep: Class 15 contains 7334 members 
Mstep: Class 17 contains 173612 members 
Mstep: Class 18 contains 33046 members 
Mstep: Class 20 contains 126780 members 
Mstep: Class 22 contains 1648 members 
Mstep: Class 23 contains 13847 members 
Mstep: Class 24 contains 21297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116092096.000000 Penalty: 57601.605469
Iteration 50Q: 18 clusters Score -1.160921e+08 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 194935 members 
Mstep: Class 2 contains 3981 members 
Mstep: Class 3 contains 2973 members 
Mstep: Class 4 contains 52807 members 
Mstep: Class 5 contains 482 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 7 contains 9686 members 
Mstep: Class 11 contains 46714 members 
Mstep: Class 13 contains 167688 members 
Mstep: Class 14 contains 869 members 
Mstep: Class 15 contains 7321 members 
Mstep: Class 17 contains 172099 members 
Mstep: Class 18 contains 33400 members 
Mstep: Class 20 contains 128501 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 13850 members 
Mstep: Class 24 contains 20833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116093144.000000 Penalty: 57601.605469
Iteration 51Q: 18 clusters Score -1.160931e+08 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 195923 members 
Mstep: Class 2 contains 4001 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 52800 members 
Mstep: Class 5 contains 481 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 7 contains 9649 members 
Mstep: Class 11 contains 46960 members 
Mstep: Class 13 contains 166193 members 
Mstep: Class 14 contains 867 members 
Mstep: Class 15 contains 7303 members 
Mstep: Class 17 contains 170656 members 
Mstep: Class 18 contains 33743 members 
Mstep: Class 20 contains 130267 members 
Mstep: Class 22 contains 1653 members 
Mstep: Class 23 contains 13848 members 
Mstep: Class 24 contains 20402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116093896.000000 Penalty: 57601.605469
Iteration 52Q: 18 clusters Score -1.160939e+08 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 196495 members 
Mstep: Class 2 contains 4025 members 
Mstep: Class 3 contains 3095 members 
Mstep: Class 4 contains 52781 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9616 members 
Mstep: Class 11 contains 47224 members 
Mstep: Class 13 contains 164912 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 7261 members 
Mstep: Class 17 contains 169417 members 
Mstep: Class 18 contains 34080 members 
Mstep: Class 20 contains 132118 members 
Mstep: Class 22 contains 1659 members 
Mstep: Class 23 contains 13837 members 
Mstep: Class 24 contains 19923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116094528.000000 Penalty: 57601.605469
Iteration 53Q: 18 clusters Score -1.160945e+08 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 196851 members 
Mstep: Class 2 contains 4043 members 
Mstep: Class 3 contains 3137 members 
Mstep: Class 4 contains 52738 members 
Mstep: Class 5 contains 478 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9574 members 
Mstep: Class 11 contains 47488 members 
Mstep: Class 13 contains 163803 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 7223 members 
Mstep: Class 17 contains 168279 members 
Mstep: Class 18 contains 34431 members 
Mstep: Class 20 contains 133961 members 
Mstep: Class 22 contains 1665 members 
Mstep: Class 23 contains 13830 members 
Mstep: Class 24 contains 19426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116095072.000000 Penalty: 57601.605469
Iteration 54Q: 18 clusters Score -1.160951e+08 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 196892 members 
Mstep: Class 2 contains 4066 members 
Mstep: Class 3 contains 3180 members 
Mstep: Class 4 contains 52708 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9551 members 
Mstep: Class 11 contains 47734 members 
Mstep: Class 13 contains 162829 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 7186 members 
Mstep: Class 17 contains 167272 members 
Mstep: Class 18 contains 34785 members 
Mstep: Class 20 contains 135760 members 
Mstep: Class 22 contains 1668 members 
Mstep: Class 23 contains 13808 members 
Mstep: Class 24 contains 19011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116095952.000000 Penalty: 57601.605469
Iteration 55Q: 18 clusters Score -1.16096e+08 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 196635 members 
Mstep: Class 2 contains 4079 members 
Mstep: Class 3 contains 3222 members 
Mstep: Class 4 contains 52683 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9527 members 
Mstep: Class 11 contains 47956 members 
Mstep: Class 13 contains 162004 members 
Mstep: Class 14 contains 858 members 
Mstep: Class 15 contains 7154 members 
Mstep: Class 17 contains 166369 members 
Mstep: Class 18 contains 35151 members 
Mstep: Class 20 contains 137629 members 
Mstep: Class 22 contains 1669 members 
Mstep: Class 23 contains 13787 members 
Mstep: Class 24 contains 18586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116097344.000000 Penalty: 57601.605469
Iteration 56Q: 18 clusters Score -1.160973e+08 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 196269 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 3272 members 
Mstep: Class 4 contains 52656 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9512 members 
Mstep: Class 11 contains 48150 members 
Mstep: Class 13 contains 161209 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 15 contains 7128 members 
Mstep: Class 17 contains 165492 members 
Mstep: Class 18 contains 35529 members 
Mstep: Class 20 contains 139543 members 
Mstep: Class 22 contains 1670 members 
Mstep: Class 23 contains 13778 members 
Mstep: Class 24 contains 18168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116098232.000000 Penalty: 57601.605469
Iteration 57Q: 18 clusters Score -1.160982e+08 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 195732 members 
Mstep: Class 2 contains 4074 members 
Mstep: Class 3 contains 3317 members 
Mstep: Class 4 contains 52606 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9510 members 
Mstep: Class 11 contains 48349 members 
Mstep: Class 13 contains 160416 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 15 contains 7079 members 
Mstep: Class 17 contains 164706 members 
Mstep: Class 18 contains 35900 members 
Mstep: Class 20 contains 141548 members 
Mstep: Class 22 contains 1671 members 
Mstep: Class 23 contains 13760 members 
Mstep: Class 24 contains 17783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116098768.000000 Penalty: 57601.605469
Iteration 58Q: 18 clusters Score -1.160988e+08 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 194921 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 3359 members 
Mstep: Class 4 contains 52541 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9499 members 
Mstep: Class 11 contains 48539 members 
Mstep: Class 13 contains 159731 members 
Mstep: Class 14 contains 856 members 
Mstep: Class 15 contains 7042 members 
Mstep: Class 17 contains 164039 members 
Mstep: Class 18 contains 36271 members 
Mstep: Class 20 contains 143606 members 
Mstep: Class 22 contains 1671 members 
Mstep: Class 23 contains 13744 members 
Mstep: Class 24 contains 17414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116099744.000000 Penalty: 57601.605469
Iteration 59Q: 18 clusters Score -1.160997e+08 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 193964 members 
Mstep: Class 2 contains 4087 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 52493 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9509 members 
Mstep: Class 11 contains 48734 members 
Mstep: Class 13 contains 158985 members 
Mstep: Class 14 contains 854 members 
Mstep: Class 15 contains 7008 members 
Mstep: Class 17 contains 163487 members 
Mstep: Class 18 contains 36627 members 
Mstep: Class 20 contains 145689 members 
Mstep: Class 22 contains 1672 members 
Mstep: Class 23 contains 13722 members 
Mstep: Class 24 contains 17081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100152.000000 Penalty: 57601.605469
Iteration 60F: 18 clusters Score -1.161002e+08 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 192931 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 3426 members 
Mstep: Class 4 contains 52422 members 
Mstep: Class 5 contains 478 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9534 members 
Mstep: Class 11 contains 48918 members 
Mstep: Class 13 contains 158364 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 6963 members 
Mstep: Class 17 contains 162988 members 
Mstep: Class 18 contains 36933 members 
Mstep: Class 20 contains 147785 members 
Mstep: Class 22 contains 1673 members 
Mstep: Class 23 contains 13707 members 
Mstep: Class 24 contains 16730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116100744.000000 Penalty: 57601.605469
Iteration 61Q: 18 clusters Score -1.161007e+08 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 191879 members 
Mstep: Class 2 contains 4074 members 
Mstep: Class 3 contains 3452 members 
Mstep: Class 4 contains 52333 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9581 members 
Mstep: Class 11 contains 49096 members 
Mstep: Class 13 contains 157653 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 6929 members 
Mstep: Class 17 contains 162552 members 
Mstep: Class 18 contains 37234 members 
Mstep: Class 20 contains 149928 members 
Mstep: Class 22 contains 1674 members 
Mstep: Class 23 contains 13692 members 
Mstep: Class 24 contains 16384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101408.000000 Penalty: 57601.605469
Iteration 62Q: 18 clusters Score -1.161014e+08 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 190725 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 52228 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9608 members 
Mstep: Class 11 contains 49248 members 
Mstep: Class 13 contains 157046 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 17 contains 162154 members 
Mstep: Class 18 contains 37476 members 
Mstep: Class 20 contains 152112 members 
Mstep: Class 22 contains 1674 members 
Mstep: Class 23 contains 13688 members 
Mstep: Class 24 contains 16032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116101728.000000 Penalty: 57601.605469
Iteration 63Q: 18 clusters Score -1.161017e+08 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 189570 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 3517 members 
Mstep: Class 4 contains 52129 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9645 members 
Mstep: Class 11 contains 49402 members 
Mstep: Class 13 contains 156435 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 6913 members 
Mstep: Class 17 contains 161753 members 
Mstep: Class 18 contains 37694 members 
Mstep: Class 20 contains 154309 members 
Mstep: Class 22 contains 1674 members 
Mstep: Class 23 contains 13663 members 
Mstep: Class 24 contains 15676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102288.000000 Penalty: 57601.605469
Iteration 64Q: 18 clusters Score -1.161023e+08 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 188384 members 
Mstep: Class 2 contains 4092 members 
Mstep: Class 3 contains 3565 members 
Mstep: Class 4 contains 52047 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9660 members 
Mstep: Class 11 contains 49504 members 
Mstep: Class 13 contains 155782 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 6882 members 
Mstep: Class 17 contains 161448 members 
Mstep: Class 18 contains 37909 members 
Mstep: Class 20 contains 156551 members 
Mstep: Class 22 contains 1673 members 
Mstep: Class 23 contains 13639 members 
Mstep: Class 24 contains 15326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102720.000000 Penalty: 57601.605469
Iteration 65Q: 18 clusters Score -1.161027e+08 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 187160 members 
Mstep: Class 2 contains 4094 members 
Mstep: Class 3 contains 3603 members 
Mstep: Class 4 contains 51980 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9678 members 
Mstep: Class 11 contains 49654 members 
Mstep: Class 13 contains 155175 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 6848 members 
Mstep: Class 17 contains 161188 members 
Mstep: Class 18 contains 38109 members 
Mstep: Class 20 contains 158726 members 
Mstep: Class 22 contains 1674 members 
Mstep: Class 23 contains 13611 members 
Mstep: Class 24 contains 14961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103384.000000 Penalty: 57601.605469
Iteration 66Q: 18 clusters Score -1.161034e+08 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 185996 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 3638 members 
Mstep: Class 4 contains 51917 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9687 members 
Mstep: Class 11 contains 49820 members 
Mstep: Class 13 contains 154606 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 6809 members 
Mstep: Class 17 contains 160901 members 
Mstep: Class 18 contains 38260 members 
Mstep: Class 20 contains 160854 members 
Mstep: Class 22 contains 1675 members 
Mstep: Class 23 contains 13600 members 
Mstep: Class 24 contains 14609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104136.000000 Penalty: 57601.605469
Iteration 67Q: 18 clusters Score -1.161041e+08 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 184870 members 
Mstep: Class 2 contains 4094 members 
Mstep: Class 3 contains 3678 members 
Mstep: Class 4 contains 51868 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9707 members 
Mstep: Class 11 contains 49969 members 
Mstep: Class 13 contains 154094 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 6789 members 
Mstep: Class 17 contains 160546 members 
Mstep: Class 18 contains 38394 members 
Mstep: Class 20 contains 162902 members 
Mstep: Class 22 contains 1675 members 
Mstep: Class 23 contains 13588 members 
Mstep: Class 24 contains 14288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104520.000000 Penalty: 57601.605469
Iteration 68Q: 18 clusters Score -1.161045e+08 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 183735 members 
Mstep: Class 2 contains 4091 members 
Mstep: Class 3 contains 3722 members 
Mstep: Class 4 contains 51841 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9742 members 
Mstep: Class 11 contains 50121 members 
Mstep: Class 13 contains 153583 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 6759 members 
Mstep: Class 17 contains 160252 members 
Mstep: Class 18 contains 38518 members 
Mstep: Class 20 contains 164870 members 
Mstep: Class 22 contains 1675 members 
Mstep: Class 23 contains 13578 members 
Mstep: Class 24 contains 13975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104760.000000 Penalty: 57601.605469
Iteration 69Q: 18 clusters Score -1.161048e+08 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 182697 members 
Mstep: Class 2 contains 4091 members 
Mstep: Class 3 contains 3763 members 
Mstep: Class 4 contains 51814 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9802 members 
Mstep: Class 11 contains 50271 members 
Mstep: Class 13 contains 153053 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 6723 members 
Mstep: Class 17 contains 159906 members 
Mstep: Class 18 contains 38608 members 
Mstep: Class 20 contains 166820 members 
Mstep: Class 22 contains 1675 members 
Mstep: Class 23 contains 13556 members 
Mstep: Class 24 contains 13682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104576.000000 Penalty: 57601.605469
Iteration 70Q: 18 clusters Score -1.161046e+08 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 181717 members 
Mstep: Class 2 contains 4099 members 
Mstep: Class 3 contains 3808 members 
Mstep: Class 4 contains 51775 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9852 members 
Mstep: Class 11 contains 50391 members 
Mstep: Class 13 contains 152531 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 6702 members 
Mstep: Class 17 contains 159543 members 
Mstep: Class 18 contains 38670 members 
Mstep: Class 20 contains 168734 members 
Mstep: Class 22 contains 1676 members 
Mstep: Class 23 contains 13536 members 
Mstep: Class 24 contains 13427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104600.000000 Penalty: 57601.605469
Iteration 71Q: 18 clusters Score -1.161046e+08 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 180853 members 
Mstep: Class 2 contains 4104 members 
Mstep: Class 3 contains 3851 members 
Mstep: Class 4 contains 51782 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9871 members 
Mstep: Class 11 contains 50512 members 
Mstep: Class 13 contains 152073 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 6686 members 
Mstep: Class 17 contains 159164 members 
Mstep: Class 18 contains 38720 members 
Mstep: Class 20 contains 170510 members 
Mstep: Class 22 contains 1675 members 
Mstep: Class 23 contains 13503 members 
Mstep: Class 24 contains 13159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104520.000000 Penalty: 57601.605469
Iteration 72Q: 18 clusters Score -1.161045e+08 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 180179 members 
Mstep: Class 2 contains 4100 members 
Mstep: Class 3 contains 3901 members 
Mstep: Class 4 contains 51786 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9885 members 
Mstep: Class 11 contains 50584 members 
Mstep: Class 13 contains 151681 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 6657 members 
Mstep: Class 17 contains 158779 members 
Mstep: Class 18 contains 38765 members 
Mstep: Class 20 contains 172085 members 
Mstep: Class 22 contains 1676 members 
Mstep: Class 23 contains 13478 members 
Mstep: Class 24 contains 12909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104464.000000 Penalty: 57601.605469
Iteration 73Q: 18 clusters Score -1.161045e+08 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 179586 members 
Mstep: Class 2 contains 4102 members 
Mstep: Class 3 contains 3948 members 
Mstep: Class 4 contains 51758 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9909 members 
Mstep: Class 11 contains 50653 members 
Mstep: Class 13 contains 151449 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 6663 members 
Mstep: Class 17 contains 158337 members 
Mstep: Class 18 contains 38807 members 
Mstep: Class 20 contains 173481 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 13455 members 
Mstep: Class 24 contains 12641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104304.000000 Penalty: 57601.605469
Iteration 74Q: 18 clusters Score -1.161043e+08 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 179101 members 
Mstep: Class 2 contains 4102 members 
Mstep: Class 3 contains 3984 members 
Mstep: Class 4 contains 51750 members 
Mstep: Class 5 contains 471 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9944 members 
Mstep: Class 11 contains 50711 members 
Mstep: Class 13 contains 151197 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 6645 members 
Mstep: Class 17 contains 157907 members 
Mstep: Class 18 contains 38867 members 
Mstep: Class 20 contains 174766 members 
Mstep: Class 22 contains 1676 members 
Mstep: Class 23 contains 13415 members 
Mstep: Class 24 contains 12402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104496.000000 Penalty: 57601.605469
Iteration 75Q: 18 clusters Score -1.161045e+08 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 178743 members 
Mstep: Class 2 contains 4095 members 
Mstep: Class 3 contains 4018 members 
Mstep: Class 4 contains 51768 members 
Mstep: Class 5 contains 470 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9956 members 
Mstep: Class 11 contains 50749 members 
Mstep: Class 13 contains 151058 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 6636 members 
Mstep: Class 17 contains 157499 members 
Mstep: Class 18 contains 38921 members 
Mstep: Class 20 contains 175799 members 
Mstep: Class 22 contains 1676 members 
Mstep: Class 23 contains 13376 members 
Mstep: Class 24 contains 12173 members 
Entering Unmasked Estep 
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Score: -116104416.000000 Penalty: 57601.605469
Iteration 76Q: 18 clusters Score -1.161044e+08 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 178477 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 4048 members 
Mstep: Class 4 contains 51782 members 
Mstep: Class 5 contains 470 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9971 members 
Mstep: Class 11 contains 50772 members 
Mstep: Class 13 contains 150989 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 6643 members 
Mstep: Class 17 contains 157179 members 
Mstep: Class 18 contains 38951 members 
Mstep: Class 20 contains 176627 members 
Mstep: Class 22 contains 1678 members 
Mstep: Class 23 contains 13339 members 
Mstep: Class 24 contains 11922 members 
Entering Unmasked Estep 
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Score: -116103984.000000 Penalty: 57601.605469
Iteration 77Q: 18 clusters Score -1.16104e+08 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 178238 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 4082 members 
Mstep: Class 4 contains 51817 members 
Mstep: Class 5 contains 470 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 9998 members 
Mstep: Class 11 contains 50780 members 
Mstep: Class 13 contains 150984 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 6660 members 
Mstep: Class 17 contains 156907 members 
Mstep: Class 18 contains 38976 members 
Mstep: Class 20 contains 177242 members 
Mstep: Class 22 contains 1678 members 
Mstep: Class 23 contains 13297 members 
Mstep: Class 24 contains 11719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104144.000000 Penalty: 57601.605469
Iteration 78Q: 18 clusters Score -1.161041e+08 nChanged 3828
Entering ConstructFrom: 
Score: -116104144.000000 Penalty: 57601.605469
Entering ConstructFrom: 
Trying to split cluster 1 (178100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178100 members 
Entering Unmasked Estep 
Score: -24511538.000000 Penalty: 2998.344971
	Iteration 0F: 2 clusters Score -2.451154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89119 members 
Mstep: Class 2 contains 88981 members 
Entering Unmasked Estep 
Score: -24394512.000000 Penalty: 5996.689941
	Iteration 0F: 3 clusters Score -2.439451e+07 nChanged 85599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90508 members 
Mstep: Class 2 contains 87592 members 
Entering Unmasked Estep 
Score: -24444714.000000 Penalty: 5996.689941
	Iteration 1F: 3 clusters Score -2.444471e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91495 members 
Mstep: Class 2 contains 86605 members 
Entering Unmasked Estep 
Score: -24445764.000000 Penalty: 5996.689941
	Iteration 2Q: 3 clusters Score -2.444576e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93009 members 
Mstep: Class 2 contains 85091 members 
Entering Unmasked Estep 
Score: -24447230.000000 Penalty: 5996.689941
	Iteration 3Q: 3 clusters Score -2.444723e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95282 members 
Mstep: Class 2 contains 82818 members 
Entering Unmasked Estep 
Score: -24449166.000000 Penalty: 5996.689941
	Iteration 4Q: 3 clusters Score -2.444917e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98721 members 
Mstep: Class 2 contains 79379 members 
Entering Unmasked Estep 
Score: -24451694.000000 Penalty: 5996.689941
	Iteration 5Q: 3 clusters Score -2.445169e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103498 members 
Mstep: Class 2 contains 74602 members 
Entering Unmasked Estep 
Score: -24455922.000000 Penalty: 5996.689941
	Iteration 6Q: 3 clusters Score -2.445592e+07 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109630 members 
Mstep: Class 2 contains 68470 members 
Entering Unmasked Estep 
Score: -24462318.000000 Penalty: 5996.689941
	Iteration 7F: 3 clusters Score -2.446232e+07 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116518 members 
Mstep: Class 2 contains 61582 members 
Entering Unmasked Estep 
Score: -24470686.000000 Penalty: 5996.689941
	Iteration 8F: 3 clusters Score -2.447069e+07 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122842 members 
Mstep: Class 2 contains 55258 members 
Entering Unmasked Estep 
Score: -24479688.000000 Penalty: 5996.689941
	Iteration 9F: 3 clusters Score -2.447969e+07 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127628 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -24486348.000000 Penalty: 5996.689941
	Iteration 10F: 3 clusters Score -2.448635e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131156 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -24489616.000000 Penalty: 5996.689941
	Iteration 11Q: 3 clusters Score -2.448962e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134314 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -24491300.000000 Penalty: 5996.689941
	Iteration 12Q: 3 clusters Score -2.44913e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137513 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -24492462.000000 Penalty: 5996.689941
	Iteration 13Q: 3 clusters Score -2.449246e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140733 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -24493872.000000 Penalty: 5996.689941
	Iteration 14Q: 3 clusters Score -2.449387e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144178 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -24495262.000000 Penalty: 5996.689941
	Iteration 15Q: 3 clusters Score -2.449526e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147564 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -24496704.000000 Penalty: 5996.689941
	Iteration 16Q: 3 clusters Score -2.44967e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150868 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -24498154.000000 Penalty: 5996.689941
	Iteration 17Q: 3 clusters Score -2.449815e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154056 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -24499394.000000 Penalty: 5996.689941
	Iteration 18Q: 3 clusters Score -2.449939e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157192 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -24500798.000000 Penalty: 5996.689941
	Iteration 19Q: 3 clusters Score -2.45008e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160077 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -24502016.000000 Penalty: 5996.689941
	Iteration 20F: 3 clusters Score -2.450202e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162693 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -24503212.000000 Penalty: 5996.689941
	Iteration 21Q: 3 clusters Score -2.450321e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165072 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -24504428.000000 Penalty: 5996.689941
	Iteration 22Q: 3 clusters Score -2.450443e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167229 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -24505366.000000 Penalty: 5996.689941
	Iteration 23Q: 3 clusters Score -2.450537e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169120 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -24506342.000000 Penalty: 5996.689941
	Iteration 24Q: 3 clusters Score -2.450634e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170647 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -24507060.000000 Penalty: 5996.689941
	Iteration 25Q: 3 clusters Score -2.450706e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171867 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -24507652.000000 Penalty: 5996.689941
	Iteration 26Q: 3 clusters Score -2.450765e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172903 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -24508136.000000 Penalty: 5996.689941
	Iteration 27Q: 3 clusters Score -2.450814e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173722 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -24508518.000000 Penalty: 5996.689941
	Iteration 28Q: 3 clusters Score -2.450852e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174323 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -24508818.000000 Penalty: 5996.689941
	Iteration 29Q: 3 clusters Score -2.450882e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174797 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -24508996.000000 Penalty: 5996.689941
	Iteration 30Q: 3 clusters Score -2.4509e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175187 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -24509168.000000 Penalty: 5996.689941
	Iteration 31Q: 3 clusters Score -2.450917e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175504 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -24509356.000000 Penalty: 5996.689941
	Iteration 32Q: 3 clusters Score -2.450936e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175727 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -24509438.000000 Penalty: 5996.689941
	Iteration 33Q: 3 clusters Score -2.450944e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175911 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -24509506.000000 Penalty: 5996.689941
	Iteration 34Q: 3 clusters Score -2.450951e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176050 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -24509578.000000 Penalty: 5996.689941
	Iteration 35Q: 3 clusters Score -2.450958e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176164 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -24509584.000000 Penalty: 5996.689941
	Iteration 36Q: 3 clusters Score -2.450958e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176232 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -24509648.000000 Penalty: 5996.689941
	Iteration 37Q: 3 clusters Score -2.450965e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176278 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -24509696.000000 Penalty: 5996.689941
	Iteration 38Q: 3 clusters Score -2.45097e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176309 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -24509704.000000 Penalty: 5996.689941
	Iteration 39Q: 3 clusters Score -2.45097e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176343 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -24509752.000000 Penalty: 5996.689941
	Iteration 40F: 3 clusters Score -2.450975e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176360 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -24509734.000000 Penalty: 5996.689941
	Iteration 41Q: 3 clusters Score -2.450973e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176378 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -24509732.000000 Penalty: 5996.689941
	Iteration 42Q: 3 clusters Score -2.450973e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176403 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -24509730.000000 Penalty: 5996.689941
	Iteration 43Q: 3 clusters Score -2.450973e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176420 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -24509740.000000 Penalty: 5996.689941
	Iteration 44Q: 3 clusters Score -2.450974e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176442 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -24509750.000000 Penalty: 5996.689941
	Iteration 45Q: 3 clusters Score -2.450975e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176456 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -24509752.000000 Penalty: 5996.689941
	Iteration 46Q: 3 clusters Score -2.450975e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176462 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -24509766.000000 Penalty: 5996.689941
	Iteration 47Q: 3 clusters Score -2.450977e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176468 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -24509780.000000 Penalty: 5996.689941
	Iteration 48Q: 3 clusters Score -2.450978e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176477 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -24509768.000000 Penalty: 5996.689941
	Iteration 49Q: 3 clusters Score -2.450977e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176481 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -24509762.000000 Penalty: 5996.689941
	Iteration 50Q: 3 clusters Score -2.450976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176485 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -24509772.000000 Penalty: 5996.689941
	Iteration 51Q: 3 clusters Score -2.450977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176485 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -24509772.000000 Penalty: 5996.689941
	Iteration 52Q: 3 clusters Score -2.450977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176482 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -24509780.000000 Penalty: 5996.689941
	Iteration 53Q: 3 clusters Score -2.450978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176480 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -24509772.000000 Penalty: 5996.689941
	Iteration 54Q: 3 clusters Score -2.450977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176479 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -24509800.000000 Penalty: 5996.689941
	Iteration 55Q: 3 clusters Score -2.45098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176479 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -24509796.000000 Penalty: 5996.689941
	Iteration 56Q: 3 clusters Score -2.45098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176481 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -24509806.000000 Penalty: 5996.689941
	Iteration 57Q: 3 clusters Score -2.450981e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176485 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -24509822.000000 Penalty: 5996.689941
	Iteration 58Q: 3 clusters Score -2.450982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176486 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -24509812.000000 Penalty: 5996.689941
	Iteration 59Q: 3 clusters Score -2.450981e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176497 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -24509832.000000 Penalty: 5996.689941
	Iteration 60F: 3 clusters Score -2.450983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176495 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -24509850.000000 Penalty: 5996.689941
	Iteration 61Q: 3 clusters Score -2.450985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176498 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -24509842.000000 Penalty: 5996.689941
	Iteration 62Q: 3 clusters Score -2.450984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176503 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -24509840.000000 Penalty: 5996.689941
	Iteration 63Q: 3 clusters Score -2.450984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176505 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -24509846.000000 Penalty: 5996.689941
	Iteration 64Q: 3 clusters Score -2.450985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176508 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -24509838.000000 Penalty: 5996.689941
	Iteration 65Q: 3 clusters Score -2.450984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176511 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -24509828.000000 Penalty: 5996.689941
	Iteration 66Q: 3 clusters Score -2.450983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176513 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -24509824.000000 Penalty: 5996.689941
	Iteration 67Q: 3 clusters Score -2.450982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176515 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -24509836.000000 Penalty: 5996.689941
	Iteration 68Q: 3 clusters Score -2.450984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176518 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -24509838.000000 Penalty: 5996.689941
	Iteration 69Q: 3 clusters Score -2.450984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176520 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -24509844.000000 Penalty: 5996.689941
	Iteration 70Q: 3 clusters Score -2.450984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176521 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -24509840.000000 Penalty: 5996.689941
	Iteration 71Q: 3 clusters Score -2.450984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176522 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -24509850.000000 Penalty: 5996.689941
	Iteration 72Q: 3 clusters Score -2.450985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176522 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -24509850.000000 Penalty: 5996.689941
	Iteration 73F: 3 clusters Score -2.450985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Entering Unmasked Estep 
Score: -543066.687500 Penalty: 2062.321289
	Iteration 0F: 2 clusters Score -543066.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -539127.750000 Penalty: 4124.642578
	Iteration 0F: 3 clusters Score -539127.8 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -539995.187500 Penalty: 4124.642578
	Iteration 1F: 3 clusters Score -539995.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -540156.375000 Penalty: 4124.642578
	Iteration 2F: 3 clusters Score -540156.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -540250.500000 Penalty: 4124.642578
	Iteration 3Q: 3 clusters Score -540250.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -540328.000000 Penalty: 4124.642578
	Iteration 4Q: 3 clusters Score -540328 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -540390.000000 Penalty: 4124.642578
	Iteration 5Q: 3 clusters Score -540390 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -540434.625000 Penalty: 4124.642578
	Iteration 6Q: 3 clusters Score -540434.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -540468.812500 Penalty: 4124.642578
	Iteration 7Q: 3 clusters Score -540468.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -540492.125000 Penalty: 4124.642578
	Iteration 8Q: 3 clusters Score -540492.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -540508.875000 Penalty: 4124.642578
	Iteration 9Q: 3 clusters Score -540508.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -540519.625000 Penalty: 4124.642578
	Iteration 10Q: 3 clusters Score -540519.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -540529.250000 Penalty: 4124.642578
	Iteration 11Q: 3 clusters Score -540529.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -540540.312500 Penalty: 4124.642578
	Iteration 12Q: 3 clusters Score -540540.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -540549.937500 Penalty: 4124.642578
	Iteration 13Q: 3 clusters Score -540549.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -540559.000000 Penalty: 4124.642578
	Iteration 14Q: 3 clusters Score -540559 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -540568.750000 Penalty: 4124.642578
	Iteration 15Q: 3 clusters Score -540568.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -540575.750000 Penalty: 4124.642578
	Iteration 16Q: 3 clusters Score -540575.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -540584.125000 Penalty: 4124.642578
	Iteration 17Q: 3 clusters Score -540584.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -540594.062500 Penalty: 4124.642578
	Iteration 18Q: 3 clusters Score -540594.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -540600.062500 Penalty: 4124.642578
	Iteration 19Q: 3 clusters Score -540600.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -540604.375000 Penalty: 4124.642578
	Iteration 20F: 3 clusters Score -540604.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -540611.187500 Penalty: 4124.642578
	Iteration 21Q: 3 clusters Score -540611.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -540619.312500 Penalty: 4124.642578
	Iteration 22Q: 3 clusters Score -540619.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -540627.312500 Penalty: 4124.642578
	Iteration 23Q: 3 clusters Score -540627.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -540634.812500 Penalty: 4124.642578
	Iteration 24Q: 3 clusters Score -540634.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -540640.875000 Penalty: 4124.642578
	Iteration 25Q: 3 clusters Score -540640.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -540645.250000 Penalty: 4124.642578
	Iteration 26Q: 3 clusters Score -540645.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -540652.250000 Penalty: 4124.642578
	Iteration 27Q: 3 clusters Score -540652.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -540662.000000 Penalty: 4124.642578
	Iteration 28Q: 3 clusters Score -540662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -540675.937500 Penalty: 4124.642578
	Iteration 29Q: 3 clusters Score -540675.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -540684.562500 Penalty: 4124.642578
	Iteration 30Q: 3 clusters Score -540684.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -540692.937500 Penalty: 4124.642578
	Iteration 31Q: 3 clusters Score -540692.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -540699.000000 Penalty: 4124.642578
	Iteration 32Q: 3 clusters Score -540699 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -540710.875000 Penalty: 4124.642578
	Iteration 33Q: 3 clusters Score -540710.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -540722.312500 Penalty: 4124.642578
	Iteration 34Q: 3 clusters Score -540722.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -540735.812500 Penalty: 4124.642578
	Iteration 35Q: 3 clusters Score -540735.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -540753.937500 Penalty: 4124.642578
	Iteration 36Q: 3 clusters Score -540753.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -540772.375000 Penalty: 4124.642578
	Iteration 37Q: 3 clusters Score -540772.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -540789.687500 Penalty: 4124.642578
	Iteration 38Q: 3 clusters Score -540789.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -540803.187500 Penalty: 4124.642578
	Iteration 39Q: 3 clusters Score -540803.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -540813.125000 Penalty: 4124.642578
	Iteration 40F: 3 clusters Score -540813.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -540828.250000 Penalty: 4124.642578
	Iteration 41Q: 3 clusters Score -540828.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -540839.250000 Penalty: 4124.642578
	Iteration 42Q: 3 clusters Score -540839.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -540855.312500 Penalty: 4124.642578
	Iteration 43Q: 3 clusters Score -540855.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -540877.500000 Penalty: 4124.642578
	Iteration 44Q: 3 clusters Score -540877.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -540902.062500 Penalty: 4124.642578
	Iteration 45Q: 3 clusters Score -540902.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -540918.062500 Penalty: 4124.642578
	Iteration 46Q: 3 clusters Score -540918.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -540929.437500 Penalty: 4124.642578
	Iteration 47Q: 3 clusters Score -540929.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -540937.875000 Penalty: 4124.642578
	Iteration 48Q: 3 clusters Score -540937.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -540941.625000 Penalty: 4124.642578
	Iteration 49Q: 3 clusters Score -540941.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -540946.312500 Penalty: 4124.642578
	Iteration 50Q: 3 clusters Score -540946.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -540952.687500 Penalty: 4124.642578
	Iteration 51Q: 3 clusters Score -540952.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -540960.812500 Penalty: 4124.642578
	Iteration 52Q: 3 clusters Score -540960.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -540969.812500 Penalty: 4124.642578
	Iteration 53Q: 3 clusters Score -540969.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -540979.625000 Penalty: 4124.642578
	Iteration 54Q: 3 clusters Score -540979.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -540988.375000 Penalty: 4124.642578
	Iteration 55Q: 3 clusters Score -540988.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -540995.125000 Penalty: 4124.642578
	Iteration 56Q: 3 clusters Score -540995.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -541004.875000 Penalty: 4124.642578
	Iteration 57Q: 3 clusters Score -541004.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -541018.937500 Penalty: 4124.642578
	Iteration 58Q: 3 clusters Score -541018.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -541026.437500 Penalty: 4124.642578
	Iteration 59Q: 3 clusters Score -541026.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -541035.750000 Penalty: 4124.642578
	Iteration 60F: 3 clusters Score -541035.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -541042.500000 Penalty: 4124.642578
	Iteration 61Q: 3 clusters Score -541042.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -541046.500000 Penalty: 4124.642578
	Iteration 62Q: 3 clusters Score -541046.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -541052.437500 Penalty: 4124.642578
	Iteration 63Q: 3 clusters Score -541052.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -541059.562500 Penalty: 4124.642578
	Iteration 64Q: 3 clusters Score -541059.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -541064.187500 Penalty: 4124.642578
	Iteration 65Q: 3 clusters Score -541064.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -541071.187500 Penalty: 4124.642578
	Iteration 66Q: 3 clusters Score -541071.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -541075.812500 Penalty: 4124.642578
	Iteration 67Q: 3 clusters Score -541075.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -541079.312500 Penalty: 4124.642578
	Iteration 68Q: 3 clusters Score -541079.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -541083.625000 Penalty: 4124.642578
	Iteration 69Q: 3 clusters Score -541083.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -541087.625000 Penalty: 4124.642578
	Iteration 70Q: 3 clusters Score -541087.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -541090.750000 Penalty: 4124.642578
	Iteration 71Q: 3 clusters Score -541090.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -541091.187500 Penalty: 4124.642578
	Iteration 72Q: 3 clusters Score -541091.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -541092.437500 Penalty: 4124.642578
	Iteration 73Q: 3 clusters Score -541092.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -541092.437500 Penalty: 4124.642578
	Iteration 74F: 3 clusters Score -541092.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Entering Unmasked Estep 
Score: -544709.062500 Penalty: 2064.856201
	Iteration 0F: 2 clusters Score -544709.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -540744.937500 Penalty: 4129.712402
	Iteration 0F: 3 clusters Score -540744.9 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -541766.812500 Penalty: 4129.712402
	Iteration 1F: 3 clusters Score -541766.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -542074.750000 Penalty: 4129.712402
	Iteration 2F: 3 clusters Score -542074.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -542328.687500 Penalty: 4129.712402
	Iteration 3F: 3 clusters Score -542328.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -542556.812500 Penalty: 4129.712402
	Iteration 4F: 3 clusters Score -542556.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -542734.312500 Penalty: 4129.712402
	Iteration 5F: 3 clusters Score -542734.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -542888.562500 Penalty: 4129.712402
	Iteration 6Q: 3 clusters Score -542888.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -543003.375000 Penalty: 4129.712402
	Iteration 7Q: 3 clusters Score -543003.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -543103.062500 Penalty: 4129.712402
	Iteration 8Q: 3 clusters Score -543103.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -543190.625000 Penalty: 4129.712402
	Iteration 9Q: 3 clusters Score -543190.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -543242.875000 Penalty: 4129.712402
	Iteration 10Q: 3 clusters Score -543242.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -543285.187500 Penalty: 4129.712402
	Iteration 11Q: 3 clusters Score -543285.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -543311.750000 Penalty: 4129.712402
	Iteration 12Q: 3 clusters Score -543311.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -543332.125000 Penalty: 4129.712402
	Iteration 13Q: 3 clusters Score -543332.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -543345.125000 Penalty: 4129.712402
	Iteration 14Q: 3 clusters Score -543345.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -543357.812500 Penalty: 4129.712402
	Iteration 15Q: 3 clusters Score -543357.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -543362.250000 Penalty: 4129.712402
	Iteration 16Q: 3 clusters Score -543362.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -543365.875000 Penalty: 4129.712402
	Iteration 17Q: 3 clusters Score -543365.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -543371.000000 Penalty: 4129.712402
	Iteration 18Q: 3 clusters Score -543371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -543375.562500 Penalty: 4129.712402
	Iteration 19Q: 3 clusters Score -543375.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -543377.187500 Penalty: 4129.712402
	Iteration 20F: 3 clusters Score -543377.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -543378.875000 Penalty: 4129.712402
	Iteration 21Q: 3 clusters Score -543378.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -543378.875000 Penalty: 4129.712402
	Iteration 22F: 3 clusters Score -543378.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51840 members 
Entering Unmasked Estep 
Score: -7217400.000000 Penalty: 2692.267334
	Iteration 0F: 2 clusters Score -7217400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -7182757.500000 Penalty: 5384.534668
	Iteration 0F: 3 clusters Score -7182758 nChanged 23898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -7196225.500000 Penalty: 5384.534668
	Iteration 1F: 3 clusters Score -7196226 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -7197140.500000 Penalty: 5384.534668
	Iteration 2Q: 3 clusters Score -7197140 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -7198344.500000 Penalty: 5384.534668
	Iteration 3F: 3 clusters Score -7198344 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -7200171.500000 Penalty: 5384.534668
	Iteration 4F: 3 clusters Score -7200172 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -7202815.000000 Penalty: 5384.534668
	Iteration 5F: 3 clusters Score -7202815 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -7205983.500000 Penalty: 5384.534668
	Iteration 6F: 3 clusters Score -7205984 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -7209124.500000 Penalty: 5384.534668
	Iteration 7F: 3 clusters Score -7209124 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -7211604.500000 Penalty: 5384.534668
	Iteration 8F: 3 clusters Score -7211604 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -7213177.000000 Penalty: 5384.534668
	Iteration 9Q: 3 clusters Score -7213177 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -7214185.500000 Penalty: 5384.534668
	Iteration 10Q: 3 clusters Score -7214186 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -7214773.500000 Penalty: 5384.534668
	Iteration 11Q: 3 clusters Score -7214774 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -7215179.000000 Penalty: 5384.534668
	Iteration 12Q: 3 clusters Score -7215179 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -7215365.500000 Penalty: 5384.534668
	Iteration 13Q: 3 clusters Score -7215366 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7215507.000000 Penalty: 5384.534668
	Iteration 14Q: 3 clusters Score -7215507 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -7215591.000000 Penalty: 5384.534668
	Iteration 15Q: 3 clusters Score -7215591 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -7215644.000000 Penalty: 5384.534668
	Iteration 16Q: 3 clusters Score -7215644 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -7215664.500000 Penalty: 5384.534668
	Iteration 17Q: 3 clusters Score -7215664 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -7215697.000000 Penalty: 5384.534668
	Iteration 18Q: 3 clusters Score -7215697 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7215707.000000 Penalty: 5384.534668
	Iteration 19Q: 3 clusters Score -7215707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7215721.500000 Penalty: 5384.534668
	Iteration 20F: 3 clusters Score -7215722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7215716.000000 Penalty: 5384.534668
	Iteration 21Q: 3 clusters Score -7215716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -7215729.500000 Penalty: 5384.534668
	Iteration 22Q: 3 clusters Score -7215730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -7215737.000000 Penalty: 5384.534668
	Iteration 23Q: 3 clusters Score -7215737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7215739.500000 Penalty: 5384.534668
	Iteration 24Q: 3 clusters Score -7215740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7215741.000000 Penalty: 5384.534668
	Iteration 25Q: 3 clusters Score -7215741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7215745.500000 Penalty: 5384.534668
	Iteration 26Q: 3 clusters Score -7215746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7215742.000000 Penalty: 5384.534668
	Iteration 27Q: 3 clusters Score -7215742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7215749.500000 Penalty: 5384.534668
	Iteration 28Q: 3 clusters Score -7215750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7215753.000000 Penalty: 5384.534668
	Iteration 29Q: 3 clusters Score -7215753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7215753.500000 Penalty: 5384.534668
	Iteration 30Q: 3 clusters Score -7215754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7215755.000000 Penalty: 5384.534668
	Iteration 31Q: 3 clusters Score -7215755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7215749.500000 Penalty: 5384.534668
	Iteration 32Q: 3 clusters Score -7215750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7215749.000000 Penalty: 5384.534668
	Iteration 33Q: 3 clusters Score -7215749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7215751.500000 Penalty: 5384.534668
	Iteration 34Q: 3 clusters Score -7215752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -7215749.500000 Penalty: 5384.534668
	Iteration 35Q: 3 clusters Score -7215750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7215755.000000 Penalty: 5384.534668
	Iteration 36Q: 3 clusters Score -7215755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -7215751.000000 Penalty: 5384.534668
	Iteration 37Q: 3 clusters Score -7215751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -7215751.000000 Penalty: 5384.534668
	Iteration 38F: 3 clusters Score -7215751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Entering Unmasked Estep 
Score: -55851.265625 Penalty: 1526.404785
	Iteration 0F: 2 clusters Score -55851.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -54502.164062 Penalty: 3052.809570
	Iteration 0F: 3 clusters Score -54502.16 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54749.386719 Penalty: 3052.809570
	Iteration 1F: 3 clusters Score -54749.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -54818.644531 Penalty: 3052.809570
	Iteration 2F: 3 clusters Score -54818.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -54857.433594 Penalty: 3052.809570
	Iteration 3Q: 3 clusters Score -54857.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -54864.683594 Penalty: 3052.809570
	Iteration 4Q: 3 clusters Score -54864.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54879.535156 Penalty: 3052.809570
	Iteration 5Q: 3 clusters Score -54879.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -54885.839844 Penalty: 3052.809570
	Iteration 6Q: 3 clusters Score -54885.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -54885.839844 Penalty: 3052.809570
	Iteration 7F: 3 clusters Score -54885.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -50423.894531 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -50423.89 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 207 members 
Entering Unmasked Estep 
Score: -49000.480469 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -49000.48 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49259.132812 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -49259.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49333.832031 Penalty: 3005.324951
	Iteration 2F: 3 clusters Score -49333.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49374.656250 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -49374.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49401.843750 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -49401.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49421.613281 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -49421.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49445.226562 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -49445.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49453.527344 Penalty: 3005.324951
	Iteration 7Q: 3 clusters Score -49453.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49456.839844 Penalty: 3005.324951
	Iteration 8Q: 3 clusters Score -49456.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49456.839844 Penalty: 3005.324951
	Iteration 9F: 3 clusters Score -49456.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Entering Unmasked Estep 
Score: -1393233.625000 Penalty: 2284.263428
	Iteration 0F: 2 clusters Score -1393234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1385516.750000 Penalty: 4568.526855
	Iteration 0F: 3 clusters Score -1385517 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1387902.375000 Penalty: 4568.526855
	Iteration 1F: 3 clusters Score -1387902 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1388198.500000 Penalty: 4568.526855
	Iteration 2F: 3 clusters Score -1388198 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1388416.875000 Penalty: 4568.526855
	Iteration 3Q: 3 clusters Score -1388417 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1388603.375000 Penalty: 4568.526855
	Iteration 4Q: 3 clusters Score -1388603 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1388789.625000 Penalty: 4568.526855
	Iteration 5Q: 3 clusters Score -1388790 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1388972.500000 Penalty: 4568.526855
	Iteration 6Q: 3 clusters Score -1388972 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1389174.125000 Penalty: 4568.526855
	Iteration 7Q: 3 clusters Score -1389174 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1389399.000000 Penalty: 4568.526855
	Iteration 8Q: 3 clusters Score -1389399 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1389620.000000 Penalty: 4568.526855
	Iteration 9Q: 3 clusters Score -1389620 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1389899.375000 Penalty: 4568.526855
	Iteration 10Q: 3 clusters Score -1389899 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1390185.000000 Penalty: 4568.526855
	Iteration 11Q: 3 clusters Score -1390185 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1390447.000000 Penalty: 4568.526855
	Iteration 12Q: 3 clusters Score -1390447 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1390660.875000 Penalty: 4568.526855
	Iteration 13Q: 3 clusters Score -1390661 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1390812.875000 Penalty: 4568.526855
	Iteration 14Q: 3 clusters Score -1390813 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1390911.000000 Penalty: 4568.526855
	Iteration 15Q: 3 clusters Score -1390911 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1390965.625000 Penalty: 4568.526855
	Iteration 16Q: 3 clusters Score -1390966 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1391009.875000 Penalty: 4568.526855
	Iteration 17Q: 3 clusters Score -1391010 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1391052.375000 Penalty: 4568.526855
	Iteration 18Q: 3 clusters Score -1391052 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1391079.500000 Penalty: 4568.526855
	Iteration 19Q: 3 clusters Score -1391080 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1391104.500000 Penalty: 4568.526855
	Iteration 20F: 3 clusters Score -1391104 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1391121.875000 Penalty: 4568.526855
	Iteration 21Q: 3 clusters Score -1391122 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1391138.875000 Penalty: 4568.526855
	Iteration 22Q: 3 clusters Score -1391139 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1391166.375000 Penalty: 4568.526855
	Iteration 23Q: 3 clusters Score -1391166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1391180.375000 Penalty: 4568.526855
	Iteration 24Q: 3 clusters Score -1391180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1391185.000000 Penalty: 4568.526855
	Iteration 25Q: 3 clusters Score -1391185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1391191.875000 Penalty: 4568.526855
	Iteration 26Q: 3 clusters Score -1391192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1391200.250000 Penalty: 4568.526855
	Iteration 27Q: 3 clusters Score -1391200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1391203.375000 Penalty: 4568.526855
	Iteration 28Q: 3 clusters Score -1391203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1391204.250000 Penalty: 4568.526855
	Iteration 29Q: 3 clusters Score -1391204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1391203.250000 Penalty: 4568.526855
	Iteration 30Q: 3 clusters Score -1391203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1391207.500000 Penalty: 4568.526855
	Iteration 31Q: 3 clusters Score -1391208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1391210.000000 Penalty: 4568.526855
	Iteration 32Q: 3 clusters Score -1391210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1391213.125000 Penalty: 4568.526855
	Iteration 33Q: 3 clusters Score -1391213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1391213.750000 Penalty: 4568.526855
	Iteration 34Q: 3 clusters Score -1391214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1391214.375000 Penalty: 4568.526855
	Iteration 35Q: 3 clusters Score -1391214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1391217.375000 Penalty: 4568.526855
	Iteration 36Q: 3 clusters Score -1391217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1391216.375000 Penalty: 4568.526855
	Iteration 37Q: 3 clusters Score -1391216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1391219.375000 Penalty: 4568.526855
	Iteration 38Q: 3 clusters Score -1391219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1391219.750000 Penalty: 4568.526855
	Iteration 39Q: 3 clusters Score -1391220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1391220.375000 Penalty: 4568.526855
	Iteration 40F: 3 clusters Score -1391220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1391221.625000 Penalty: 4568.526855
	Iteration 41Q: 3 clusters Score -1391222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1391226.125000 Penalty: 4568.526855
	Iteration 42Q: 3 clusters Score -1391226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1391228.750000 Penalty: 4568.526855
	Iteration 43Q: 3 clusters Score -1391229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1391231.000000 Penalty: 4568.526855
	Iteration 44Q: 3 clusters Score -1391231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1391229.250000 Penalty: 4568.526855
	Iteration 45Q: 3 clusters Score -1391229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1391230.125000 Penalty: 4568.526855
	Iteration 46Q: 3 clusters Score -1391230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1391229.875000 Penalty: 4568.526855
	Iteration 47Q: 3 clusters Score -1391230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1391229.750000 Penalty: 4568.526855
	Iteration 48Q: 3 clusters Score -1391230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1391231.875000 Penalty: 4568.526855
	Iteration 49Q: 3 clusters Score -1391232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1391231.875000 Penalty: 4568.526855
	Iteration 50Q: 3 clusters Score -1391232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1391236.375000 Penalty: 4568.526855
	Iteration 51Q: 3 clusters Score -1391236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1391233.875000 Penalty: 4568.526855
	Iteration 52Q: 3 clusters Score -1391234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1391233.875000 Penalty: 4568.526855
	Iteration 53F: 3 clusters Score -1391234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Entering Unmasked Estep 
Score: -6822781.000000 Penalty: 2687.026855
	Iteration 0F: 2 clusters Score -6822781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -6788637.500000 Penalty: 5374.053711
	Iteration 0F: 3 clusters Score -6788638 nChanged 23432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -6801477.500000 Penalty: 5374.053711
	Iteration 1F: 3 clusters Score -6801478 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -6802048.000000 Penalty: 5374.053711
	Iteration 2Q: 3 clusters Score -6802048 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -6802604.500000 Penalty: 5374.053711
	Iteration 3Q: 3 clusters Score -6802604 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -6803296.000000 Penalty: 5374.053711
	Iteration 4Q: 3 clusters Score -6803296 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -6804152.000000 Penalty: 5374.053711
	Iteration 5Q: 3 clusters Score -6804152 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -6805572.000000 Penalty: 5374.053711
	Iteration 6F: 3 clusters Score -6805572 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -6807672.000000 Penalty: 5374.053711
	Iteration 7F: 3 clusters Score -6807672 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -6810629.000000 Penalty: 5374.053711
	Iteration 8F: 3 clusters Score -6810629 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -6813738.000000 Penalty: 5374.053711
	Iteration 9F: 3 clusters Score -6813738 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -6816225.500000 Penalty: 5374.053711
	Iteration 10F: 3 clusters Score -6816226 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -6817928.000000 Penalty: 5374.053711
	Iteration 11Q: 3 clusters Score -6817928 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6819094.000000 Penalty: 5374.053711
	Iteration 12Q: 3 clusters Score -6819094 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6819761.000000 Penalty: 5374.053711
	Iteration 13Q: 3 clusters Score -6819761 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6820120.000000 Penalty: 5374.053711
	Iteration 14Q: 3 clusters Score -6820120 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50290 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6820305.000000 Penalty: 5374.053711
	Iteration 15Q: 3 clusters Score -6820305 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6820432.500000 Penalty: 5374.053711
	Iteration 16Q: 3 clusters Score -6820432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6820513.500000 Penalty: 5374.053711
	Iteration 17Q: 3 clusters Score -6820514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6820549.500000 Penalty: 5374.053711
	Iteration 18Q: 3 clusters Score -6820550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6820581.500000 Penalty: 5374.053711
	Iteration 19Q: 3 clusters Score -6820582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6820593.500000 Penalty: 5374.053711
	Iteration 20F: 3 clusters Score -6820594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6820597.000000 Penalty: 5374.053711
	Iteration 21Q: 3 clusters Score -6820597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6820603.000000 Penalty: 5374.053711
	Iteration 22Q: 3 clusters Score -6820603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6820604.000000 Penalty: 5374.053711
	Iteration 23Q: 3 clusters Score -6820604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6820611.500000 Penalty: 5374.053711
	Iteration 24Q: 3 clusters Score -6820612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6820617.000000 Penalty: 5374.053711
	Iteration 25Q: 3 clusters Score -6820617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6820623.000000 Penalty: 5374.053711
	Iteration 26Q: 3 clusters Score -6820623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6820624.500000 Penalty: 5374.053711
	Iteration 27Q: 3 clusters Score -6820624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6820624.500000 Penalty: 5374.053711
	Iteration 28Q: 3 clusters Score -6820624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6820624.000000 Penalty: 5374.053711
	Iteration 29Q: 3 clusters Score -6820624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6820624.000000 Penalty: 5374.053711
	Iteration 30F: 3 clusters Score -6820624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (151075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151075 members 
Entering Unmasked Estep 
Score: -20803834.000000 Penalty: 2957.531738
	Iteration 0F: 2 clusters Score -2.080383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75427 members 
Mstep: Class 2 contains 75648 members 
Entering Unmasked Estep 
Score: -20702970.000000 Penalty: 5915.063477
	Iteration 0F: 3 clusters Score -2.070297e+07 nChanged 72398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74281 members 
Mstep: Class 2 contains 76794 members 
Entering Unmasked Estep 
Score: -20744838.000000 Penalty: 5915.063477
	Iteration 1F: 3 clusters Score -2.074484e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 77352 members 
Entering Unmasked Estep 
Score: -20745924.000000 Penalty: 5915.063477
	Iteration 2Q: 3 clusters Score -2.074592e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72915 members 
Mstep: Class 2 contains 78160 members 
Entering Unmasked Estep 
Score: -20747406.000000 Penalty: 5915.063477
	Iteration 3Q: 3 clusters Score -2.074741e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71790 members 
Mstep: Class 2 contains 79285 members 
Entering Unmasked Estep 
Score: -20749324.000000 Penalty: 5915.063477
	Iteration 4Q: 3 clusters Score -2.074932e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 80796 members 
Entering Unmasked Estep 
Score: -20752084.000000 Penalty: 5915.063477
	Iteration 5Q: 3 clusters Score -2.075208e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68641 members 
Mstep: Class 2 contains 82434 members 
Entering Unmasked Estep 
Score: -20755838.000000 Penalty: 5915.063477
	Iteration 6Q: 3 clusters Score -2.075584e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66932 members 
Mstep: Class 2 contains 84143 members 
Entering Unmasked Estep 
Score: -20761134.000000 Penalty: 5915.063477
	Iteration 7F: 3 clusters Score -2.076113e+07 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 85469 members 
Entering Unmasked Estep 
Score: -20768204.000000 Penalty: 5915.063477
	Iteration 8F: 3 clusters Score -2.07682e+07 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 86145 members 
Entering Unmasked Estep 
Score: -20775572.000000 Penalty: 5915.063477
	Iteration 9F: 3 clusters Score -2.077557e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 86213 members 
Entering Unmasked Estep 
Score: -20780966.000000 Penalty: 5915.063477
	Iteration 10F: 3 clusters Score -2.078097e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64995 members 
Mstep: Class 2 contains 86080 members 
Entering Unmasked Estep 
Score: -20783352.000000 Penalty: 5915.063477
	Iteration 11Q: 3 clusters Score -2.078335e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65092 members 
Mstep: Class 2 contains 85983 members 
Entering Unmasked Estep 
Score: -20784162.000000 Penalty: 5915.063477
	Iteration 12Q: 3 clusters Score -2.078416e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65164 members 
Mstep: Class 2 contains 85911 members 
Entering Unmasked Estep 
Score: -20784694.000000 Penalty: 5915.063477
	Iteration 13Q: 3 clusters Score -2.078469e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65227 members 
Mstep: Class 2 contains 85848 members 
Entering Unmasked Estep 
Score: -20785086.000000 Penalty: 5915.063477
	Iteration 14Q: 3 clusters Score -2.078509e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65218 members 
Mstep: Class 2 contains 85857 members 
Entering Unmasked Estep 
Score: -20785486.000000 Penalty: 5915.063477
	Iteration 15Q: 3 clusters Score -2.078549e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65256 members 
Mstep: Class 2 contains 85819 members 
Entering Unmasked Estep 
Score: -20785684.000000 Penalty: 5915.063477
	Iteration 16Q: 3 clusters Score -2.078568e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65284 members 
Mstep: Class 2 contains 85791 members 
Entering Unmasked Estep 
Score: -20785858.000000 Penalty: 5915.063477
	Iteration 17Q: 3 clusters Score -2.078586e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65376 members 
Mstep: Class 2 contains 85699 members 
Entering Unmasked Estep 
Score: -20786256.000000 Penalty: 5915.063477
	Iteration 18Q: 3 clusters Score -2.078626e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 85632 members 
Entering Unmasked Estep 
Score: -20786518.000000 Penalty: 5915.063477
	Iteration 19Q: 3 clusters Score -2.078652e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65470 members 
Mstep: Class 2 contains 85605 members 
Entering Unmasked Estep 
Score: -20786728.000000 Penalty: 5915.063477
	Iteration 20F: 3 clusters Score -2.078673e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65480 members 
Mstep: Class 2 contains 85595 members 
Entering Unmasked Estep 
Score: -20786886.000000 Penalty: 5915.063477
	Iteration 21Q: 3 clusters Score -2.078689e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65453 members 
Mstep: Class 2 contains 85622 members 
Entering Unmasked Estep 
Score: -20787014.000000 Penalty: 5915.063477
	Iteration 22Q: 3 clusters Score -2.078701e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65453 members 
Mstep: Class 2 contains 85622 members 
Entering Unmasked Estep 
Score: -20787098.000000 Penalty: 5915.063477
	Iteration 23Q: 3 clusters Score -2.07871e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65477 members 
Mstep: Class 2 contains 85598 members 
Entering Unmasked Estep 
Score: -20787246.000000 Penalty: 5915.063477
	Iteration 24Q: 3 clusters Score -2.078725e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65486 members 
Mstep: Class 2 contains 85589 members 
Entering Unmasked Estep 
Score: -20787390.000000 Penalty: 5915.063477
	Iteration 25Q: 3 clusters Score -2.078739e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65511 members 
Mstep: Class 2 contains 85564 members 
Entering Unmasked Estep 
Score: -20787552.000000 Penalty: 5915.063477
	Iteration 26Q: 3 clusters Score -2.078755e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 85583 members 
Entering Unmasked Estep 
Score: -20787578.000000 Penalty: 5915.063477
	Iteration 27Q: 3 clusters Score -2.078758e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65455 members 
Mstep: Class 2 contains 85620 members 
Entering Unmasked Estep 
Score: -20787626.000000 Penalty: 5915.063477
	Iteration 28Q: 3 clusters Score -2.078763e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65430 members 
Mstep: Class 2 contains 85645 members 
Entering Unmasked Estep 
Score: -20787674.000000 Penalty: 5915.063477
	Iteration 29Q: 3 clusters Score -2.078767e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65413 members 
Mstep: Class 2 contains 85662 members 
Entering Unmasked Estep 
Score: -20787752.000000 Penalty: 5915.063477
	Iteration 30Q: 3 clusters Score -2.078775e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65350 members 
Mstep: Class 2 contains 85725 members 
Entering Unmasked Estep 
Score: -20787806.000000 Penalty: 5915.063477
	Iteration 31Q: 3 clusters Score -2.078781e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 85774 members 
Entering Unmasked Estep 
Score: -20787826.000000 Penalty: 5915.063477
	Iteration 32Q: 3 clusters Score -2.078783e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65270 members 
Mstep: Class 2 contains 85805 members 
Entering Unmasked Estep 
Score: -20787844.000000 Penalty: 5915.063477
	Iteration 33Q: 3 clusters Score -2.078784e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65209 members 
Mstep: Class 2 contains 85866 members 
Entering Unmasked Estep 
Score: -20787898.000000 Penalty: 5915.063477
	Iteration 34Q: 3 clusters Score -2.07879e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65156 members 
Mstep: Class 2 contains 85919 members 
Entering Unmasked Estep 
Score: -20787866.000000 Penalty: 5915.063477
	Iteration 35Q: 3 clusters Score -2.078787e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65089 members 
Mstep: Class 2 contains 85986 members 
Entering Unmasked Estep 
Score: -20787924.000000 Penalty: 5915.063477
	Iteration 36Q: 3 clusters Score -2.078792e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65002 members 
Mstep: Class 2 contains 86073 members 
Entering Unmasked Estep 
Score: -20787934.000000 Penalty: 5915.063477
	Iteration 37Q: 3 clusters Score -2.078793e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64944 members 
Mstep: Class 2 contains 86131 members 
Entering Unmasked Estep 
Score: -20787898.000000 Penalty: 5915.063477
	Iteration 38Q: 3 clusters Score -2.07879e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64873 members 
Mstep: Class 2 contains 86202 members 
Entering Unmasked Estep 
Score: -20787982.000000 Penalty: 5915.063477
	Iteration 39Q: 3 clusters Score -2.078798e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64802 members 
Mstep: Class 2 contains 86273 members 
Entering Unmasked Estep 
Score: -20787946.000000 Penalty: 5915.063477
	Iteration 40F: 3 clusters Score -2.078795e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64758 members 
Mstep: Class 2 contains 86317 members 
Entering Unmasked Estep 
Score: -20787964.000000 Penalty: 5915.063477
	Iteration 41Q: 3 clusters Score -2.078796e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64701 members 
Mstep: Class 2 contains 86374 members 
Entering Unmasked Estep 
Score: -20787976.000000 Penalty: 5915.063477
	Iteration 42Q: 3 clusters Score -2.078798e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64650 members 
Mstep: Class 2 contains 86425 members 
Entering Unmasked Estep 
Score: -20787974.000000 Penalty: 5915.063477
	Iteration 43Q: 3 clusters Score -2.078797e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 86481 members 
Entering Unmasked Estep 
Score: -20788024.000000 Penalty: 5915.063477
	Iteration 44Q: 3 clusters Score -2.078802e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 86549 members 
Entering Unmasked Estep 
Score: -20788022.000000 Penalty: 5915.063477
	Iteration 45Q: 3 clusters Score -2.078802e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64462 members 
Mstep: Class 2 contains 86613 members 
Entering Unmasked Estep 
Score: -20788002.000000 Penalty: 5915.063477
	Iteration 46Q: 3 clusters Score -2.0788e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64407 members 
Mstep: Class 2 contains 86668 members 
Entering Unmasked Estep 
Score: -20787972.000000 Penalty: 5915.063477
	Iteration 47Q: 3 clusters Score -2.078797e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64337 members 
Mstep: Class 2 contains 86738 members 
Entering Unmasked Estep 
Score: -20787946.000000 Penalty: 5915.063477
	Iteration 48Q: 3 clusters Score -2.078795e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 86828 members 
Entering Unmasked Estep 
Score: -20787928.000000 Penalty: 5915.063477
	Iteration 49Q: 3 clusters Score -2.078793e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64146 members 
Mstep: Class 2 contains 86929 members 
Entering Unmasked Estep 
Score: -20787934.000000 Penalty: 5915.063477
	Iteration 50Q: 3 clusters Score -2.078793e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64071 members 
Mstep: Class 2 contains 87004 members 
Entering Unmasked Estep 
Score: -20787912.000000 Penalty: 5915.063477
	Iteration 51Q: 3 clusters Score -2.078791e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64021 members 
Mstep: Class 2 contains 87054 members 
Entering Unmasked Estep 
Score: -20787920.000000 Penalty: 5915.063477
	Iteration 52Q: 3 clusters Score -2.078792e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63959 members 
Mstep: Class 2 contains 87116 members 
Entering Unmasked Estep 
Score: -20787974.000000 Penalty: 5915.063477
	Iteration 53Q: 3 clusters Score -2.078797e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63881 members 
Mstep: Class 2 contains 87194 members 
Entering Unmasked Estep 
Score: -20787990.000000 Penalty: 5915.063477
	Iteration 54Q: 3 clusters Score -2.078799e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63817 members 
Mstep: Class 2 contains 87258 members 
Entering Unmasked Estep 
Score: -20787982.000000 Penalty: 5915.063477
	Iteration 55Q: 3 clusters Score -2.078798e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63738 members 
Mstep: Class 2 contains 87337 members 
Entering Unmasked Estep 
Score: -20787978.000000 Penalty: 5915.063477
	Iteration 56Q: 3 clusters Score -2.078798e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63660 members 
Mstep: Class 2 contains 87415 members 
Entering Unmasked Estep 
Score: -20787972.000000 Penalty: 5915.063477
	Iteration 57Q: 3 clusters Score -2.078797e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63564 members 
Mstep: Class 2 contains 87511 members 
Entering Unmasked Estep 
Score: -20787960.000000 Penalty: 5915.063477
	Iteration 58Q: 3 clusters Score -2.078796e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63468 members 
Mstep: Class 2 contains 87607 members 
Entering Unmasked Estep 
Score: -20787966.000000 Penalty: 5915.063477
	Iteration 59Q: 3 clusters Score -2.078797e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63368 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -20788018.000000 Penalty: 5915.063477
	Iteration 60F: 3 clusters Score -2.078802e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63253 members 
Mstep: Class 2 contains 87822 members 
Entering Unmasked Estep 
Score: -20787996.000000 Penalty: 5915.063477
	Iteration 61Q: 3 clusters Score -2.0788e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63128 members 
Mstep: Class 2 contains 87947 members 
Entering Unmasked Estep 
Score: -20788030.000000 Penalty: 5915.063477
	Iteration 62Q: 3 clusters Score -2.078803e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63006 members 
Mstep: Class 2 contains 88069 members 
Entering Unmasked Estep 
Score: -20788032.000000 Penalty: 5915.063477
	Iteration 63Q: 3 clusters Score -2.078803e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 88177 members 
Entering Unmasked Estep 
Score: -20788046.000000 Penalty: 5915.063477
	Iteration 64Q: 3 clusters Score -2.078805e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62772 members 
Mstep: Class 2 contains 88303 members 
Entering Unmasked Estep 
Score: -20788070.000000 Penalty: 5915.063477
	Iteration 65Q: 3 clusters Score -2.078807e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62652 members 
Mstep: Class 2 contains 88423 members 
Entering Unmasked Estep 
Score: -20788088.000000 Penalty: 5915.063477
	Iteration 66Q: 3 clusters Score -2.078809e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 88536 members 
Entering Unmasked Estep 
Score: -20788094.000000 Penalty: 5915.063477
	Iteration 67Q: 3 clusters Score -2.078809e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62441 members 
Mstep: Class 2 contains 88634 members 
Entering Unmasked Estep 
Score: -20788086.000000 Penalty: 5915.063477
	Iteration 68Q: 3 clusters Score -2.078809e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 88728 members 
Entering Unmasked Estep 
Score: -20788072.000000 Penalty: 5915.063477
	Iteration 69Q: 3 clusters Score -2.078807e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62255 members 
Mstep: Class 2 contains 88820 members 
Entering Unmasked Estep 
Score: -20788066.000000 Penalty: 5915.063477
	Iteration 70Q: 3 clusters Score -2.078807e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62149 members 
Mstep: Class 2 contains 88926 members 
Entering Unmasked Estep 
Score: -20788086.000000 Penalty: 5915.063477
	Iteration 71Q: 3 clusters Score -2.078809e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62047 members 
Mstep: Class 2 contains 89028 members 
Entering Unmasked Estep 
Score: -20788076.000000 Penalty: 5915.063477
	Iteration 72Q: 3 clusters Score -2.078808e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61921 members 
Mstep: Class 2 contains 89154 members 
Entering Unmasked Estep 
Score: -20788106.000000 Penalty: 5915.063477
	Iteration 73Q: 3 clusters Score -2.078811e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 89297 members 
Entering Unmasked Estep 
Score: -20788080.000000 Penalty: 5915.063477
	Iteration 74Q: 3 clusters Score -2.078808e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 89437 members 
Entering Unmasked Estep 
Score: -20788094.000000 Penalty: 5915.063477
	Iteration 75Q: 3 clusters Score -2.078809e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 89586 members 
Entering Unmasked Estep 
Score: -20788130.000000 Penalty: 5915.063477
	Iteration 76Q: 3 clusters Score -2.078813e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61335 members 
Mstep: Class 2 contains 89740 members 
Entering Unmasked Estep 
Score: -20788142.000000 Penalty: 5915.063477
	Iteration 77Q: 3 clusters Score -2.078814e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 89894 members 
Entering Unmasked Estep 
Score: -20788146.000000 Penalty: 5915.063477
	Iteration 78Q: 3 clusters Score -2.078815e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61023 members 
Mstep: Class 2 contains 90052 members 
Entering Unmasked Estep 
Score: -20788158.000000 Penalty: 5915.063477
	Iteration 79Q: 3 clusters Score -2.078816e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60870 members 
Mstep: Class 2 contains 90205 members 
Entering Unmasked Estep 
Score: -20788160.000000 Penalty: 5915.063477
	Iteration 80F: 3 clusters Score -2.078816e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 90382 members 
Entering Unmasked Estep 
Score: -20788204.000000 Penalty: 5915.063477
	Iteration 81Q: 3 clusters Score -2.07882e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60496 members 
Mstep: Class 2 contains 90579 members 
Entering Unmasked Estep 
Score: -20788188.000000 Penalty: 5915.063477
	Iteration 82Q: 3 clusters Score -2.078819e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60316 members 
Mstep: Class 2 contains 90759 members 
Entering Unmasked Estep 
Score: -20788208.000000 Penalty: 5915.063477
	Iteration 83Q: 3 clusters Score -2.078821e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 90961 members 
Entering Unmasked Estep 
Score: -20788252.000000 Penalty: 5915.063477
	Iteration 84Q: 3 clusters Score -2.078825e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 91170 members 
Entering Unmasked Estep 
Score: -20788278.000000 Penalty: 5915.063477
	Iteration 85Q: 3 clusters Score -2.078828e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 91364 members 
Entering Unmasked Estep 
Score: -20788276.000000 Penalty: 5915.063477
	Iteration 86Q: 3 clusters Score -2.078828e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 91573 members 
Entering Unmasked Estep 
Score: -20788302.000000 Penalty: 5915.063477
	Iteration 87Q: 3 clusters Score -2.07883e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 91792 members 
Entering Unmasked Estep 
Score: -20788340.000000 Penalty: 5915.063477
	Iteration 88Q: 3 clusters Score -2.078834e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 92031 members 
Entering Unmasked Estep 
Score: -20788364.000000 Penalty: 5915.063477
	Iteration 89Q: 3 clusters Score -2.078836e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 92275 members 
Entering Unmasked Estep 
Score: -20788376.000000 Penalty: 5915.063477
	Iteration 90Q: 3 clusters Score -2.078838e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 92508 members 
Entering Unmasked Estep 
Score: -20788438.000000 Penalty: 5915.063477
	Iteration 91Q: 3 clusters Score -2.078844e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 92743 members 
Entering Unmasked Estep 
Score: -20788442.000000 Penalty: 5915.063477
	Iteration 92Q: 3 clusters Score -2.078844e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58105 members 
Mstep: Class 2 contains 92970 members 
Entering Unmasked Estep 
Score: -20788440.000000 Penalty: 5915.063477
	Iteration 93Q: 3 clusters Score -2.078844e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57878 members 
Mstep: Class 2 contains 93197 members 
Entering Unmasked Estep 
Score: -20788450.000000 Penalty: 5915.063477
	Iteration 94Q: 3 clusters Score -2.078845e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57626 members 
Mstep: Class 2 contains 93449 members 
Entering Unmasked Estep 
Score: -20788476.000000 Penalty: 5915.063477
	Iteration 95Q: 3 clusters Score -2.078848e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 93713 members 
Entering Unmasked Estep 
Score: -20788498.000000 Penalty: 5915.063477
	Iteration 96Q: 3 clusters Score -2.07885e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57099 members 
Mstep: Class 2 contains 93976 members 
Entering Unmasked Estep 
Score: -20788500.000000 Penalty: 5915.063477
	Iteration 97Q: 3 clusters Score -2.07885e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56822 members 
Mstep: Class 2 contains 94253 members 
Entering Unmasked Estep 
Score: -20788478.000000 Penalty: 5915.063477
	Iteration 98Q: 3 clusters Score -2.078848e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56536 members 
Mstep: Class 2 contains 94539 members 
Entering Unmasked Estep 
Score: -20788456.000000 Penalty: 5915.063477
	Iteration 99Q: 3 clusters Score -2.078846e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 94834 members 
Entering Unmasked Estep 
Score: -20788442.000000 Penalty: 5915.063477
	Iteration 100F: 3 clusters Score -2.078844e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 95140 members 
Entering Unmasked Estep 
Score: -20788492.000000 Penalty: 5915.063477
	Iteration 101Q: 3 clusters Score -2.078849e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55608 members 
Mstep: Class 2 contains 95467 members 
Entering Unmasked Estep 
Score: -20788452.000000 Penalty: 5915.063477
	Iteration 102Q: 3 clusters Score -2.078845e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Mstep: Class 2 contains 95811 members 
Entering Unmasked Estep 
Score: -20788496.000000 Penalty: 5915.063477
	Iteration 103Q: 3 clusters Score -2.07885e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 96185 members 
Entering Unmasked Estep 
Score: -20788410.000000 Penalty: 5915.063477
	Iteration 104Q: 3 clusters Score -2.078841e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 96565 members 
Entering Unmasked Estep 
Score: -20788462.000000 Penalty: 5915.063477
	Iteration 105Q: 3 clusters Score -2.078846e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 96941 members 
Entering Unmasked Estep 
Score: -20788514.000000 Penalty: 5915.063477
	Iteration 106Q: 3 clusters Score -2.078851e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 97306 members 
Entering Unmasked Estep 
Score: -20788496.000000 Penalty: 5915.063477
	Iteration 107Q: 3 clusters Score -2.07885e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 97679 members 
Entering Unmasked Estep 
Score: -20788508.000000 Penalty: 5915.063477
	Iteration 108Q: 3 clusters Score -2.078851e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 98080 members 
Entering Unmasked Estep 
Score: -20788520.000000 Penalty: 5915.063477
	Iteration 109Q: 3 clusters Score -2.078852e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 98491 members 
Entering Unmasked Estep 
Score: -20788496.000000 Penalty: 5915.063477
	Iteration 110Q: 3 clusters Score -2.07885e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Mstep: Class 2 contains 98929 members 
Entering Unmasked Estep 
Score: -20788554.000000 Penalty: 5915.063477
	Iteration 111Q: 3 clusters Score -2.078855e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 99387 members 
Entering Unmasked Estep 
Score: -20788568.000000 Penalty: 5915.063477
	Iteration 112Q: 3 clusters Score -2.078857e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 99881 members 
Entering Unmasked Estep 
Score: -20788584.000000 Penalty: 5915.063477
	Iteration 113Q: 3 clusters Score -2.078858e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
Score: -20788652.000000 Penalty: 5915.063477
	Iteration 114Q: 3 clusters Score -2.078865e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 101009 members 
Entering Unmasked Estep 
Score: -20788630.000000 Penalty: 5915.063477
	Iteration 115Q: 3 clusters Score -2.078863e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 101615 members 
Entering Unmasked Estep 
Score: -20788670.000000 Penalty: 5915.063477
	Iteration 116Q: 3 clusters Score -2.078867e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 102236 members 
Entering Unmasked Estep 
Score: -20788672.000000 Penalty: 5915.063477
	Iteration 117Q: 3 clusters Score -2.078867e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 102903 members 
Entering Unmasked Estep 
Score: -20788708.000000 Penalty: 5915.063477
	Iteration 118Q: 3 clusters Score -2.078871e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 103600 members 
Entering Unmasked Estep 
Score: -20788752.000000 Penalty: 5915.063477
	Iteration 119Q: 3 clusters Score -2.078875e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 104296 members 
Entering Unmasked Estep 
Score: -20788850.000000 Penalty: 5915.063477
	Iteration 120F: 3 clusters Score -2.078885e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 104984 members 
Entering Unmasked Estep 
Score: -20788872.000000 Penalty: 5915.063477
	Iteration 121Q: 3 clusters Score -2.078887e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 105711 members 
Entering Unmasked Estep 
Score: -20788900.000000 Penalty: 5915.063477
	Iteration 122Q: 3 clusters Score -2.07889e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 106483 members 
Entering Unmasked Estep 
Score: -20788984.000000 Penalty: 5915.063477
	Iteration 123Q: 3 clusters Score -2.078898e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 107295 members 
Entering Unmasked Estep 
Score: -20789010.000000 Penalty: 5915.063477
	Iteration 124Q: 3 clusters Score -2.078901e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 108129 members 
Entering Unmasked Estep 
Score: -20789148.000000 Penalty: 5915.063477
	Iteration 125Q: 3 clusters Score -2.078915e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 108968 members 
Entering Unmasked Estep 
Score: -20789208.000000 Penalty: 5915.063477
	Iteration 126Q: 3 clusters Score -2.078921e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 109839 members 
Entering Unmasked Estep 
Score: -20789336.000000 Penalty: 5915.063477
	Iteration 127Q: 3 clusters Score -2.078934e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 110738 members 
Entering Unmasked Estep 
Score: -20789470.000000 Penalty: 5915.063477
	Iteration 128Q: 3 clusters Score -2.078947e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 111658 members 
Entering Unmasked Estep 
Score: -20789538.000000 Penalty: 5915.063477
	Iteration 129Q: 3 clusters Score -2.078954e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 112568 members 
Entering Unmasked Estep 
Score: -20789692.000000 Penalty: 5915.063477
	Iteration 130Q: 3 clusters Score -2.078969e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 113541 members 
Entering Unmasked Estep 
Score: -20789796.000000 Penalty: 5915.063477
	Iteration 131Q: 3 clusters Score -2.07898e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 114545 members 
Entering Unmasked Estep 
Score: -20789854.000000 Penalty: 5915.063477
	Iteration 132Q: 3 clusters Score -2.078985e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 115598 members 
Entering Unmasked Estep 
Score: -20790044.000000 Penalty: 5915.063477
	Iteration 133Q: 3 clusters Score -2.079004e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 116692 members 
Entering Unmasked Estep 
Score: -20790216.000000 Penalty: 5915.063477
	Iteration 134Q: 3 clusters Score -2.079022e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 117799 members 
Entering Unmasked Estep 
Score: -20790384.000000 Penalty: 5915.063477
	Iteration 135Q: 3 clusters Score -2.079038e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 118914 members 
Entering Unmasked Estep 
Score: -20790568.000000 Penalty: 5915.063477
	Iteration 136Q: 3 clusters Score -2.079057e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 120093 members 
Entering Unmasked Estep 
Score: -20790908.000000 Penalty: 5915.063477
	Iteration 137Q: 3 clusters Score -2.079091e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 121359 members 
Entering Unmasked Estep 
Score: -20791102.000000 Penalty: 5915.063477
	Iteration 138Q: 3 clusters Score -2.07911e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 122701 members 
Entering Unmasked Estep 
Score: -20791352.000000 Penalty: 5915.063477
	Iteration 139Q: 3 clusters Score -2.079135e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 124133 members 
Entering Unmasked Estep 
Score: -20791670.000000 Penalty: 5915.063477
	Iteration 140F: 3 clusters Score -2.079167e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 125637 members 
Entering Unmasked Estep 
Score: -20792144.000000 Penalty: 5915.063477
	Iteration 141Q: 3 clusters Score -2.079214e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 127295 members 
Entering Unmasked Estep 
Score: -20792692.000000 Penalty: 5915.063477
	Iteration 142Q: 3 clusters Score -2.079269e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 129077 members 
Entering Unmasked Estep 
Score: -20793266.000000 Penalty: 5915.063477
	Iteration 143Q: 3 clusters Score -2.079327e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 130884 members 
Entering Unmasked Estep 
Score: -20793804.000000 Penalty: 5915.063477
	Iteration 144Q: 3 clusters Score -2.07938e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 132749 members 
Entering Unmasked Estep 
Score: -20794550.000000 Penalty: 5915.063477
	Iteration 145Q: 3 clusters Score -2.079455e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 134645 members 
Entering Unmasked Estep 
Score: -20795282.000000 Penalty: 5915.063477
	Iteration 146Q: 3 clusters Score -2.079528e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 136472 members 
Entering Unmasked Estep 
Score: -20795984.000000 Penalty: 5915.063477
	Iteration 147Q: 3 clusters Score -2.079598e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 138249 members 
Entering Unmasked Estep 
Score: -20796606.000000 Penalty: 5915.063477
	Iteration 148Q: 3 clusters Score -2.079661e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 139960 members 
Entering Unmasked Estep 
Score: -20797214.000000 Penalty: 5915.063477
	Iteration 149Q: 3 clusters Score -2.079721e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 141536 members 
Entering Unmasked Estep 
Score: -20797794.000000 Penalty: 5915.063477
	Iteration 150Q: 3 clusters Score -2.079779e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 142999 members 
Entering Unmasked Estep 
Score: -20798384.000000 Penalty: 5915.063477
	Iteration 151Q: 3 clusters Score -2.079838e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 144317 members 
Entering Unmasked Estep 
Score: -20798958.000000 Penalty: 5915.063477
	Iteration 152Q: 3 clusters Score -2.079896e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 145435 members 
Entering Unmasked Estep 
Score: -20799368.000000 Penalty: 5915.063477
	Iteration 153Q: 3 clusters Score -2.079937e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 146360 members 
Entering Unmasked Estep 
Score: -20799742.000000 Penalty: 5915.063477
	Iteration 154Q: 3 clusters Score -2.079974e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 147119 members 
Entering Unmasked Estep 
Score: -20800038.000000 Penalty: 5915.063477
	Iteration 155Q: 3 clusters Score -2.080004e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 147755 members 
Entering Unmasked Estep 
Score: -20800284.000000 Penalty: 5915.063477
	Iteration 156Q: 3 clusters Score -2.080028e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 148273 members 
Entering Unmasked Estep 
Score: -20800482.000000 Penalty: 5915.063477
	Iteration 157Q: 3 clusters Score -2.080048e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 148673 members 
Entering Unmasked Estep 
Score: -20800688.000000 Penalty: 5915.063477
	Iteration 158Q: 3 clusters Score -2.080069e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 148989 members 
Entering Unmasked Estep 
Score: -20800776.000000 Penalty: 5915.063477
	Iteration 159Q: 3 clusters Score -2.080078e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 149218 members 
Entering Unmasked Estep 
Score: -20800862.000000 Penalty: 5915.063477
	Iteration 160F: 3 clusters Score -2.080086e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 149376 members 
Entering Unmasked Estep 
Score: -20800932.000000 Penalty: 5915.063477
	Iteration 161Q: 3 clusters Score -2.080093e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 149498 members 
Entering Unmasked Estep 
Score: -20800984.000000 Penalty: 5915.063477
	Iteration 162Q: 3 clusters Score -2.080098e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 149612 members 
Entering Unmasked Estep 
Score: -20801056.000000 Penalty: 5915.063477
	Iteration 163Q: 3 clusters Score -2.080106e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 149698 members 
Entering Unmasked Estep 
Score: -20801104.000000 Penalty: 5915.063477
	Iteration 164Q: 3 clusters Score -2.08011e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 149766 members 
Entering Unmasked Estep 
Score: -20801136.000000 Penalty: 5915.063477
	Iteration 165Q: 3 clusters Score -2.080114e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 149821 members 
Entering Unmasked Estep 
Score: -20801130.000000 Penalty: 5915.063477
	Iteration 166Q: 3 clusters Score -2.080113e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 149871 members 
Entering Unmasked Estep 
Score: -20801162.000000 Penalty: 5915.063477
	Iteration 167Q: 3 clusters Score -2.080116e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 149909 members 
Entering Unmasked Estep 
Score: -20801166.000000 Penalty: 5915.063477
	Iteration 168Q: 3 clusters Score -2.080117e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 149952 members 
Entering Unmasked Estep 
Score: -20801186.000000 Penalty: 5915.063477
	Iteration 169Q: 3 clusters Score -2.080119e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 149981 members 
Entering Unmasked Estep 
Score: -20801214.000000 Penalty: 5915.063477
	Iteration 170Q: 3 clusters Score -2.080121e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 150006 members 
Entering Unmasked Estep 
Score: -20801220.000000 Penalty: 5915.063477
	Iteration 171Q: 3 clusters Score -2.080122e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 150026 members 
Entering Unmasked Estep 
Score: -20801246.000000 Penalty: 5915.063477
	Iteration 172Q: 3 clusters Score -2.080125e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 150049 members 
Entering Unmasked Estep 
Score: -20801244.000000 Penalty: 5915.063477
	Iteration 173Q: 3 clusters Score -2.080124e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 150068 members 
Entering Unmasked Estep 
Score: -20801264.000000 Penalty: 5915.063477
	Iteration 174Q: 3 clusters Score -2.080126e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 150088 members 
Entering Unmasked Estep 
Score: -20801260.000000 Penalty: 5915.063477
	Iteration 175Q: 3 clusters Score -2.080126e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 150105 members 
Entering Unmasked Estep 
Score: -20801290.000000 Penalty: 5915.063477
	Iteration 176Q: 3 clusters Score -2.080129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 150119 members 
Entering Unmasked Estep 
Score: -20801298.000000 Penalty: 5915.063477
	Iteration 177Q: 3 clusters Score -2.08013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 150132 members 
Entering Unmasked Estep 
Score: -20801310.000000 Penalty: 5915.063477
	Iteration 178Q: 3 clusters Score -2.080131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 150140 members 
Entering Unmasked Estep 
Score: -20801290.000000 Penalty: 5915.063477
	Iteration 179Q: 3 clusters Score -2.080129e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 150150 members 
Entering Unmasked Estep 
Score: -20801306.000000 Penalty: 5915.063477
	Iteration 180F: 3 clusters Score -2.080131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 150158 members 
Entering Unmasked Estep 
Score: -20801300.000000 Penalty: 5915.063477
	Iteration 181Q: 3 clusters Score -2.08013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 150160 members 
Entering Unmasked Estep 
Score: -20801296.000000 Penalty: 5915.063477
	Iteration 182Q: 3 clusters Score -2.08013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 150164 members 
Entering Unmasked Estep 
Score: -20801300.000000 Penalty: 5915.063477
	Iteration 183Q: 3 clusters Score -2.08013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 150167 members 
Entering Unmasked Estep 
Score: -20801298.000000 Penalty: 5915.063477
	Iteration 184Q: 3 clusters Score -2.08013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 150171 members 
Entering Unmasked Estep 
Score: -20801322.000000 Penalty: 5915.063477
	Iteration 185Q: 3 clusters Score -2.080132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 150173 members 
Entering Unmasked Estep 
Score: -20801314.000000 Penalty: 5915.063477
	Iteration 186Q: 3 clusters Score -2.080131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 150176 members 
Entering Unmasked Estep 
Score: -20801314.000000 Penalty: 5915.063477
	Iteration 187Q: 3 clusters Score -2.080131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 150178 members 
Entering Unmasked Estep 
Score: -20801302.000000 Penalty: 5915.063477
	Iteration 188Q: 3 clusters Score -2.08013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 150179 members 
Entering Unmasked Estep 
Score: -20801308.000000 Penalty: 5915.063477
	Iteration 189Q: 3 clusters Score -2.080131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 150179 members 
Entering Unmasked Estep 
Score: -20801300.000000 Penalty: 5915.063477
	Iteration 190Q: 3 clusters Score -2.08013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 150182 members 
Entering Unmasked Estep 
Score: -20801308.000000 Penalty: 5915.063477
	Iteration 191Q: 3 clusters Score -2.080131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 150186 members 
Entering Unmasked Estep 
Score: -20801308.000000 Penalty: 5915.063477
	Iteration 192Q: 3 clusters Score -2.080131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 150189 members 
Entering Unmasked Estep 
Score: -20801310.000000 Penalty: 5915.063477
	Iteration 193Q: 3 clusters Score -2.080131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 150188 members 
Entering Unmasked Estep 
Score: -20801320.000000 Penalty: 5915.063477
	Iteration 194Q: 3 clusters Score -2.080132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 150188 members 
Entering Unmasked Estep 
Score: -20801316.000000 Penalty: 5915.063477
	Iteration 195Q: 3 clusters Score -2.080132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 150188 members 
Entering Unmasked Estep 
Score: -20801316.000000 Penalty: 5915.063477
	Iteration 196F: 3 clusters Score -2.080132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -107046.781250 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -107046.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -105234.007812 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -105234 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -105536.703125 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -105536.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105672.835938 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -105672.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -105821.226562 Penalty: 3345.053223
	Iteration 3Q: 3 clusters Score -105821.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -106042.078125 Penalty: 3345.053223
	Iteration 4Q: 3 clusters Score -106042.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -106458.242188 Penalty: 3345.053223
	Iteration 5F: 3 clusters Score -106458.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -106699.835938 Penalty: 3345.053223
	Iteration 6F: 3 clusters Score -106699.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -106906.960938 Penalty: 3345.053223
	Iteration 7F: 3 clusters Score -106907 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -107011.625000 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -107011.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -107048.851562 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -107048.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -107062.867188 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -107062.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -107075.187500 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -107075.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -107085.687500 Penalty: 3345.053223
	Iteration 12Q: 3 clusters Score -107085.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -107091.437500 Penalty: 3345.053223
	Iteration 13Q: 3 clusters Score -107091.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -107093.390625 Penalty: 3345.053223
	Iteration 14Q: 3 clusters Score -107093.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -107096.953125 Penalty: 3345.053223
	Iteration 15Q: 3 clusters Score -107097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -107099.640625 Penalty: 3345.053223
	Iteration 16Q: 3 clusters Score -107099.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -107099.640625 Penalty: 3345.053223
	Iteration 17F: 3 clusters Score -107099.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 178100 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 4130 members 
Mstep: Class 4 contains 51840 members 
Mstep: Class 5 contains 471 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10004 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 11 contains 50756 members 
Mstep: Class 13 contains 151075 members 
Mstep: Class 14 contains 181 members 
Mstep: Class 15 contains 6677 members 
Mstep: Class 17 contains 156697 members 
Mstep: Class 18 contains 39017 members 
Mstep: Class 20 contains 177609 members 
Mstep: Class 22 contains 1680 members 
Mstep: Class 23 contains 13264 members 
Mstep: Class 24 contains 11531 members 
Entering Unmasked Estep 
Score: -116102720.000000 Penalty: 60989.933594
Splitting cluster 14 changes total score from -116104144.000000 to -116102720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (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: -921630.500000 Penalty: 2183.993164
	Iteration 0F: 2 clusters Score -921630.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -916011.750000 Penalty: 4367.986328
	Iteration 0F: 3 clusters Score -916011.8 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -917451.312500 Penalty: 4367.986328
	Iteration 1F: 3 clusters Score -917451.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -917675.875000 Penalty: 4367.986328
	Iteration 2F: 3 clusters Score -917675.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -917818.687500 Penalty: 4367.986328
	Iteration 3Q: 3 clusters Score -917818.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -917923.125000 Penalty: 4367.986328
	Iteration 4Q: 3 clusters Score -917923.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -917995.812500 Penalty: 4367.986328
	Iteration 5Q: 3 clusters Score -917995.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -918055.750000 Penalty: 4367.986328
	Iteration 6Q: 3 clusters Score -918055.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -918105.250000 Penalty: 4367.986328
	Iteration 7Q: 3 clusters Score -918105.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -918155.125000 Penalty: 4367.986328
	Iteration 8Q: 3 clusters Score -918155.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -918196.062500 Penalty: 4367.986328
	Iteration 9Q: 3 clusters Score -918196.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -918226.125000 Penalty: 4367.986328
	Iteration 10Q: 3 clusters Score -918226.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -918256.937500 Penalty: 4367.986328
	Iteration 11Q: 3 clusters Score -918256.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -918270.562500 Penalty: 4367.986328
	Iteration 12Q: 3 clusters Score -918270.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -918284.687500 Penalty: 4367.986328
	Iteration 13Q: 3 clusters Score -918284.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -918296.375000 Penalty: 4367.986328
	Iteration 14Q: 3 clusters Score -918296.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -918310.062500 Penalty: 4367.986328
	Iteration 15Q: 3 clusters Score -918310.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -918323.687500 Penalty: 4367.986328
	Iteration 16Q: 3 clusters Score -918323.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -918331.000000 Penalty: 4367.986328
	Iteration 17Q: 3 clusters Score -918331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -918343.500000 Penalty: 4367.986328
	Iteration 18Q: 3 clusters Score -918343.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -918355.062500 Penalty: 4367.986328
	Iteration 19Q: 3 clusters Score -918355.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -918363.500000 Penalty: 4367.986328
	Iteration 20F: 3 clusters Score -918363.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -918369.187500 Penalty: 4367.986328
	Iteration 21Q: 3 clusters Score -918369.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -918374.937500 Penalty: 4367.986328
	Iteration 22Q: 3 clusters Score -918374.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -918382.750000 Penalty: 4367.986328
	Iteration 23Q: 3 clusters Score -918382.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -918388.875000 Penalty: 4367.986328
	Iteration 24Q: 3 clusters Score -918388.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -918396.437500 Penalty: 4367.986328
	Iteration 25Q: 3 clusters Score -918396.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -918397.562500 Penalty: 4367.986328
	Iteration 26Q: 3 clusters Score -918397.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -918401.250000 Penalty: 4367.986328
	Iteration 27Q: 3 clusters Score -918401.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -918405.187500 Penalty: 4367.986328
	Iteration 28Q: 3 clusters Score -918405.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -918410.625000 Penalty: 4367.986328
	Iteration 29Q: 3 clusters Score -918410.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -918411.312500 Penalty: 4367.986328
	Iteration 30Q: 3 clusters Score -918411.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -918414.375000 Penalty: 4367.986328
	Iteration 31Q: 3 clusters Score -918414.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -918418.437500 Penalty: 4367.986328
	Iteration 32Q: 3 clusters Score -918418.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -918424.250000 Penalty: 4367.986328
	Iteration 33Q: 3 clusters Score -918424.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -918431.375000 Penalty: 4367.986328
	Iteration 34Q: 3 clusters Score -918431.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -918437.375000 Penalty: 4367.986328
	Iteration 35Q: 3 clusters Score -918437.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -918449.250000 Penalty: 4367.986328
	Iteration 36Q: 3 clusters Score -918449.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -918459.875000 Penalty: 4367.986328
	Iteration 37Q: 3 clusters Score -918459.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -918475.562500 Penalty: 4367.986328
	Iteration 38Q: 3 clusters Score -918475.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -918497.500000 Penalty: 4367.986328
	Iteration 39Q: 3 clusters Score -918497.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -918517.937500 Penalty: 4367.986328
	Iteration 40F: 3 clusters Score -918517.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -918534.500000 Penalty: 4367.986328
	Iteration 41Q: 3 clusters Score -918534.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -918550.937500 Penalty: 4367.986328
	Iteration 42Q: 3 clusters Score -918550.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -918564.187500 Penalty: 4367.986328
	Iteration 43Q: 3 clusters Score -918564.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -918580.562500 Penalty: 4367.986328
	Iteration 44Q: 3 clusters Score -918580.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -918594.437500 Penalty: 4367.986328
	Iteration 45Q: 3 clusters Score -918594.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -918612.375000 Penalty: 4367.986328
	Iteration 46Q: 3 clusters Score -918612.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -918636.375000 Penalty: 4367.986328
	Iteration 47Q: 3 clusters Score -918636.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -918662.062500 Penalty: 4367.986328
	Iteration 48Q: 3 clusters Score -918662.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -918682.125000 Penalty: 4367.986328
	Iteration 49Q: 3 clusters Score -918682.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -918702.687500 Penalty: 4367.986328
	Iteration 50Q: 3 clusters Score -918702.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -918730.562500 Penalty: 4367.986328
	Iteration 51Q: 3 clusters Score -918730.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -918766.937500 Penalty: 4367.986328
	Iteration 52Q: 3 clusters Score -918766.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -918810.750000 Penalty: 4367.986328
	Iteration 53Q: 3 clusters Score -918810.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -918856.062500 Penalty: 4367.986328
	Iteration 54Q: 3 clusters Score -918856.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -918897.375000 Penalty: 4367.986328
	Iteration 55Q: 3 clusters Score -918897.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -918946.625000 Penalty: 4367.986328
	Iteration 56Q: 3 clusters Score -918946.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -919007.562500 Penalty: 4367.986328
	Iteration 57Q: 3 clusters Score -919007.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -919051.812500 Penalty: 4367.986328
	Iteration 58Q: 3 clusters Score -919051.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -919090.312500 Penalty: 4367.986328
	Iteration 59Q: 3 clusters Score -919090.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -919126.000000 Penalty: 4367.986328
	Iteration 60F: 3 clusters Score -919126 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -919153.750000 Penalty: 4367.986328
	Iteration 61Q: 3 clusters Score -919153.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -919178.687500 Penalty: 4367.986328
	Iteration 62Q: 3 clusters Score -919178.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -919205.500000 Penalty: 4367.986328
	Iteration 63Q: 3 clusters Score -919205.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -919232.375000 Penalty: 4367.986328
	Iteration 64Q: 3 clusters Score -919232.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -919265.437500 Penalty: 4367.986328
	Iteration 65Q: 3 clusters Score -919265.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -919291.125000 Penalty: 4367.986328
	Iteration 66Q: 3 clusters Score -919291.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -919314.937500 Penalty: 4367.986328
	Iteration 67Q: 3 clusters Score -919314.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -919338.312500 Penalty: 4367.986328
	Iteration 68Q: 3 clusters Score -919338.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -919364.500000 Penalty: 4367.986328
	Iteration 69Q: 3 clusters Score -919364.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -919381.312500 Penalty: 4367.986328
	Iteration 70Q: 3 clusters Score -919381.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -919400.250000 Penalty: 4367.986328
	Iteration 71Q: 3 clusters Score -919400.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -919420.375000 Penalty: 4367.986328
	Iteration 72Q: 3 clusters Score -919420.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -919438.125000 Penalty: 4367.986328
	Iteration 73Q: 3 clusters Score -919438.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -919455.687500 Penalty: 4367.986328
	Iteration 74Q: 3 clusters Score -919455.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -919466.875000 Penalty: 4367.986328
	Iteration 75Q: 3 clusters Score -919466.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -919475.875000 Penalty: 4367.986328
	Iteration 76Q: 3 clusters Score -919475.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -919485.375000 Penalty: 4367.986328
	Iteration 77Q: 3 clusters Score -919485.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -919497.437500 Penalty: 4367.986328
	Iteration 78Q: 3 clusters Score -919497.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -919510.812500 Penalty: 4367.986328
	Iteration 79Q: 3 clusters Score -919510.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -919522.937500 Penalty: 4367.986328
	Iteration 80F: 3 clusters Score -919522.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -919533.625000 Penalty: 4367.986328
	Iteration 81Q: 3 clusters Score -919533.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -919546.875000 Penalty: 4367.986328
	Iteration 82Q: 3 clusters Score -919546.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -919556.562500 Penalty: 4367.986328
	Iteration 83Q: 3 clusters Score -919556.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -919560.875000 Penalty: 4367.986328
	Iteration 84Q: 3 clusters Score -919560.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -919571.625000 Penalty: 4367.986328
	Iteration 85Q: 3 clusters Score -919571.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -919581.750000 Penalty: 4367.986328
	Iteration 86Q: 3 clusters Score -919581.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -919587.437500 Penalty: 4367.986328
	Iteration 87Q: 3 clusters Score -919587.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -919591.625000 Penalty: 4367.986328
	Iteration 88Q: 3 clusters Score -919591.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -919594.937500 Penalty: 4367.986328
	Iteration 89Q: 3 clusters Score -919594.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -919596.750000 Penalty: 4367.986328
	Iteration 90Q: 3 clusters Score -919596.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -919597.875000 Penalty: 4367.986328
	Iteration 91Q: 3 clusters Score -919597.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -919599.562500 Penalty: 4367.986328
	Iteration 92Q: 3 clusters Score -919599.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -919602.250000 Penalty: 4367.986328
	Iteration 93Q: 3 clusters Score -919602.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -919603.562500 Penalty: 4367.986328
	Iteration 94Q: 3 clusters Score -919603.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -919607.812500 Penalty: 4367.986328
	Iteration 95Q: 3 clusters Score -919607.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -919609.937500 Penalty: 4367.986328
	Iteration 96Q: 3 clusters Score -919609.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -919613.312500 Penalty: 4367.986328
	Iteration 97Q: 3 clusters Score -919613.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -919616.187500 Penalty: 4367.986328
	Iteration 98Q: 3 clusters Score -919616.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -919620.437500 Penalty: 4367.986328
	Iteration 99Q: 3 clusters Score -919620.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -919626.562500 Penalty: 4367.986328
	Iteration 100F: 3 clusters Score -919626.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -919629.937500 Penalty: 4367.986328
	Iteration 101Q: 3 clusters Score -919629.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -919633.500000 Penalty: 4367.986328
	Iteration 102Q: 3 clusters Score -919633.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -919636.062500 Penalty: 4367.986328
	Iteration 103Q: 3 clusters Score -919636.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -919640.875000 Penalty: 4367.986328
	Iteration 104Q: 3 clusters Score -919640.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -919647.187500 Penalty: 4367.986328
	Iteration 105Q: 3 clusters Score -919647.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -919651.187500 Penalty: 4367.986328
	Iteration 106Q: 3 clusters Score -919651.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -919655.125000 Penalty: 4367.986328
	Iteration 107Q: 3 clusters Score -919655.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -919658.000000 Penalty: 4367.986328
	Iteration 108Q: 3 clusters Score -919658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -919660.562500 Penalty: 4367.986328
	Iteration 109Q: 3 clusters Score -919660.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -919660.125000 Penalty: 4367.986328
	Iteration 110Q: 3 clusters Score -919660.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -919661.625000 Penalty: 4367.986328
	Iteration 111Q: 3 clusters Score -919661.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -919663.125000 Penalty: 4367.986328
	Iteration 112Q: 3 clusters Score -919663.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -919662.500000 Penalty: 4367.986328
	Iteration 113Q: 3 clusters Score -919662.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -919665.187500 Penalty: 4367.986328
	Iteration 114Q: 3 clusters Score -919665.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -919666.062500 Penalty: 4367.986328
	Iteration 115Q: 3 clusters Score -919666.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -919667.625000 Penalty: 4367.986328
	Iteration 116Q: 3 clusters Score -919667.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -919669.250000 Penalty: 4367.986328
	Iteration 117Q: 3 clusters Score -919669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -919670.687500 Penalty: 4367.986328
	Iteration 118Q: 3 clusters Score -919670.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -919669.812500 Penalty: 4367.986328
	Iteration 119Q: 3 clusters Score -919669.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -919671.250000 Penalty: 4367.986328
	Iteration 120F: 3 clusters Score -919671.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -919673.562500 Penalty: 4367.986328
	Iteration 121Q: 3 clusters Score -919673.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -919675.187500 Penalty: 4367.986328
	Iteration 122Q: 3 clusters Score -919675.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -919676.687500 Penalty: 4367.986328
	Iteration 123Q: 3 clusters Score -919676.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -919676.437500 Penalty: 4367.986328
	Iteration 124Q: 3 clusters Score -919676.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -919677.375000 Penalty: 4367.986328
	Iteration 125Q: 3 clusters Score -919677.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -919677.437500 Penalty: 4367.986328
	Iteration 126Q: 3 clusters Score -919677.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -919678.812500 Penalty: 4367.986328
	Iteration 127Q: 3 clusters Score -919678.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -919678.812500 Penalty: 4367.986328
	Iteration 128F: 3 clusters Score -919678.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (156697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156697 members 
Entering Unmasked Estep 
Score: -21559168.000000 Penalty: 2966.593262
	Iteration 0F: 2 clusters Score -2.155917e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77921 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -21455376.000000 Penalty: 5933.186523
	Iteration 0F: 3 clusters Score -2.145538e+07 nChanged 74969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73108 members 
Mstep: Class 2 contains 83589 members 
Entering Unmasked Estep 
Score: -21499630.000000 Penalty: 5933.186523
	Iteration 1F: 3 clusters Score -2.149963e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69597 members 
Mstep: Class 2 contains 87100 members 
Entering Unmasked Estep 
Score: -21500936.000000 Penalty: 5933.186523
	Iteration 2Q: 3 clusters Score -2.150094e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64135 members 
Mstep: Class 2 contains 92562 members 
Entering Unmasked Estep 
Score: -21503192.000000 Penalty: 5933.186523
	Iteration 3Q: 3 clusters Score -2.150319e+07 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 100758 members 
Entering Unmasked Estep 
Score: -21507442.000000 Penalty: 5933.186523
	Iteration 4F: 3 clusters Score -2.150744e+07 nChanged 11761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 112469 members 
Entering Unmasked Estep 
Score: -21515668.000000 Penalty: 5933.186523
	Iteration 5F: 3 clusters Score -2.151567e+07 nChanged 14751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 127200 members 
Entering Unmasked Estep 
Score: -21528420.000000 Penalty: 5933.186523
	Iteration 6F: 3 clusters Score -2.152842e+07 nChanged 14267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 141457 members 
Entering Unmasked Estep 
Score: -21542778.000000 Penalty: 5933.186523
	Iteration 7F: 3 clusters Score -2.154278e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 150693 members 
Entering Unmasked Estep 
Score: -21551514.000000 Penalty: 5933.186523
	Iteration 8F: 3 clusters Score -2.155151e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 154447 members 
Entering Unmasked Estep 
Score: -21554904.000000 Penalty: 5933.186523
	Iteration 9Q: 3 clusters Score -2.15549e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 155605 members 
Entering Unmasked Estep 
Score: -21555976.000000 Penalty: 5933.186523
	Iteration 10Q: 3 clusters Score -2.155598e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 155973 members 
Entering Unmasked Estep 
Score: -21556354.000000 Penalty: 5933.186523
	Iteration 11Q: 3 clusters Score -2.155635e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 156083 members 
Entering Unmasked Estep 
Score: -21556550.000000 Penalty: 5933.186523
	Iteration 12Q: 3 clusters Score -2.155655e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 156132 members 
Entering Unmasked Estep 
Score: -21556640.000000 Penalty: 5933.186523
	Iteration 13Q: 3 clusters Score -2.155664e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 156150 members 
Entering Unmasked Estep 
Score: -21556700.000000 Penalty: 5933.186523
	Iteration 14Q: 3 clusters Score -2.15567e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 156161 members 
Entering Unmasked Estep 
Score: -21556752.000000 Penalty: 5933.186523
	Iteration 15Q: 3 clusters Score -2.155675e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 156168 members 
Entering Unmasked Estep 
Score: -21556774.000000 Penalty: 5933.186523
	Iteration 16Q: 3 clusters Score -2.155677e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 156175 members 
Entering Unmasked Estep 
Score: -21556802.000000 Penalty: 5933.186523
	Iteration 17Q: 3 clusters Score -2.15568e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 156183 members 
Entering Unmasked Estep 
Score: -21556824.000000 Penalty: 5933.186523
	Iteration 18Q: 3 clusters Score -2.155682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 156178 members 
Entering Unmasked Estep 
Score: -21556828.000000 Penalty: 5933.186523
	Iteration 19Q: 3 clusters Score -2.155683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 156172 members 
Entering Unmasked Estep 
Score: -21556828.000000 Penalty: 5933.186523
	Iteration 20F: 3 clusters Score -2.155683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 156171 members 
Entering Unmasked Estep 
Score: -21556828.000000 Penalty: 5933.186523
	Iteration 21Q: 3 clusters Score -2.155683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 156162 members 
Entering Unmasked Estep 
Score: -21556852.000000 Penalty: 5933.186523
	Iteration 22Q: 3 clusters Score -2.155685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 156163 members 
Entering Unmasked Estep 
Score: -21556862.000000 Penalty: 5933.186523
	Iteration 23Q: 3 clusters Score -2.155686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 156165 members 
Entering Unmasked Estep 
Score: -21556866.000000 Penalty: 5933.186523
	Iteration 24Q: 3 clusters Score -2.155687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 156166 members 
Entering Unmasked Estep 
Score: -21556858.000000 Penalty: 5933.186523
	Iteration 25Q: 3 clusters Score -2.155686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 156168 members 
Entering Unmasked Estep 
Score: -21556862.000000 Penalty: 5933.186523
	Iteration 26Q: 3 clusters Score -2.155686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 156169 members 
Entering Unmasked Estep 
Score: -21556862.000000 Penalty: 5933.186523
	Iteration 27Q: 3 clusters Score -2.155686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 156169 members 
Entering Unmasked Estep 
Score: -21556862.000000 Penalty: 5933.186523
	Iteration 28F: 3 clusters Score -2.155686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Entering Unmasked Estep 
Score: -5442026.500000 Penalty: 2621.794678
	Iteration 0F: 2 clusters Score -5442026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -5415527.500000 Penalty: 5243.589355
	Iteration 0F: 3 clusters Score -5415528 nChanged 17818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -5425107.500000 Penalty: 5243.589355
	Iteration 1F: 3 clusters Score -5425108 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -5425547.000000 Penalty: 5243.589355
	Iteration 2Q: 3 clusters Score -5425547 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -5425937.500000 Penalty: 5243.589355
	Iteration 3Q: 3 clusters Score -5425938 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -5426237.500000 Penalty: 5243.589355
	Iteration 4Q: 3 clusters Score -5426238 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -5426613.500000 Penalty: 5243.589355
	Iteration 5Q: 3 clusters Score -5426614 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -5427037.000000 Penalty: 5243.589355
	Iteration 6Q: 3 clusters Score -5427037 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -5427563.000000 Penalty: 5243.589355
	Iteration 7Q: 3 clusters Score -5427563 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -5428445.500000 Penalty: 5243.589355
	Iteration 8Q: 3 clusters Score -5428446 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -5429748.500000 Penalty: 5243.589355
	Iteration 9F: 3 clusters Score -5429748 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -5431619.500000 Penalty: 5243.589355
	Iteration 10F: 3 clusters Score -5431620 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -5433788.500000 Penalty: 5243.589355
	Iteration 11F: 3 clusters Score -5433788 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -5435806.500000 Penalty: 5243.589355
	Iteration 12F: 3 clusters Score -5435806 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -5437351.000000 Penalty: 5243.589355
	Iteration 13Q: 3 clusters Score -5437351 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -5438246.000000 Penalty: 5243.589355
	Iteration 14Q: 3 clusters Score -5438246 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -5438762.500000 Penalty: 5243.589355
	Iteration 15Q: 3 clusters Score -5438762 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -5439116.500000 Penalty: 5243.589355
	Iteration 16Q: 3 clusters Score -5439116 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -5439330.000000 Penalty: 5243.589355
	Iteration 17Q: 3 clusters Score -5439330 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -5439474.500000 Penalty: 5243.589355
	Iteration 18Q: 3 clusters Score -5439474 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5439572.000000 Penalty: 5243.589355
	Iteration 19Q: 3 clusters Score -5439572 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5439628.500000 Penalty: 5243.589355
	Iteration 20F: 3 clusters Score -5439628 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5439673.500000 Penalty: 5243.589355
	Iteration 21Q: 3 clusters Score -5439674 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5439684.000000 Penalty: 5243.589355
	Iteration 22Q: 3 clusters Score -5439684 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5439706.000000 Penalty: 5243.589355
	Iteration 23Q: 3 clusters Score -5439706 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5439735.000000 Penalty: 5243.589355
	Iteration 24Q: 3 clusters Score -5439735 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5439756.000000 Penalty: 5243.589355
	Iteration 25Q: 3 clusters Score -5439756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5439772.000000 Penalty: 5243.589355
	Iteration 26Q: 3 clusters Score -5439772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5439788.500000 Penalty: 5243.589355
	Iteration 27Q: 3 clusters Score -5439788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5439796.500000 Penalty: 5243.589355
	Iteration 28Q: 3 clusters Score -5439796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5439792.500000 Penalty: 5243.589355
	Iteration 29Q: 3 clusters Score -5439792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5439795.000000 Penalty: 5243.589355
	Iteration 30Q: 3 clusters Score -5439795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5439795.500000 Penalty: 5243.589355
	Iteration 31Q: 3 clusters Score -5439796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5439793.000000 Penalty: 5243.589355
	Iteration 32Q: 3 clusters Score -5439793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5439797.000000 Penalty: 5243.589355
	Iteration 33Q: 3 clusters Score -5439797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5439799.000000 Penalty: 5243.589355
	Iteration 34Q: 3 clusters Score -5439799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5439805.000000 Penalty: 5243.589355
	Iteration 35Q: 3 clusters Score -5439805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5439816.500000 Penalty: 5243.589355
	Iteration 36Q: 3 clusters Score -5439816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5439815.000000 Penalty: 5243.589355
	Iteration 37Q: 3 clusters Score -5439815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5439830.000000 Penalty: 5243.589355
	Iteration 38Q: 3 clusters Score -5439830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5439832.500000 Penalty: 5243.589355
	Iteration 39Q: 3 clusters Score -5439832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5439841.500000 Penalty: 5243.589355
	Iteration 40F: 3 clusters Score -5439842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -5439846.000000 Penalty: 5243.589355
	Iteration 41Q: 3 clusters Score -5439846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5439854.000000 Penalty: 5243.589355
	Iteration 42Q: 3 clusters Score -5439854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5439858.000000 Penalty: 5243.589355
	Iteration 43Q: 3 clusters Score -5439858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5439849.000000 Penalty: 5243.589355
	Iteration 44Q: 3 clusters Score -5439849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5439855.500000 Penalty: 5243.589355
	Iteration 45Q: 3 clusters Score -5439856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5439856.500000 Penalty: 5243.589355
	Iteration 46Q: 3 clusters Score -5439856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5439865.000000 Penalty: 5243.589355
	Iteration 47Q: 3 clusters Score -5439865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5439874.000000 Penalty: 5243.589355
	Iteration 48Q: 3 clusters Score -5439874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5439872.500000 Penalty: 5243.589355
	Iteration 49Q: 3 clusters Score -5439872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5439873.500000 Penalty: 5243.589355
	Iteration 50Q: 3 clusters Score -5439874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5439876.000000 Penalty: 5243.589355
	Iteration 51Q: 3 clusters Score -5439876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5439878.500000 Penalty: 5243.589355
	Iteration 52Q: 3 clusters Score -5439878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5439887.000000 Penalty: 5243.589355
	Iteration 53Q: 3 clusters Score -5439887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5439884.000000 Penalty: 5243.589355
	Iteration 54Q: 3 clusters Score -5439884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5439884.000000 Penalty: 5243.589355
	Iteration 55F: 3 clusters Score -5439884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (177609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177609 members 
Entering Unmasked Estep 
Score: -24358998.000000 Penalty: 2997.660156
	Iteration 0F: 2 clusters Score -2.4359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88888 members 
Mstep: Class 2 contains 88721 members 
Entering Unmasked Estep 
Score: -24244232.000000 Penalty: 5995.320312
	Iteration 0F: 3 clusters Score -2.424423e+07 nChanged 85283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90813 members 
Mstep: Class 2 contains 86796 members 
Entering Unmasked Estep 
Score: -24293450.000000 Penalty: 5995.320312
	Iteration 1F: 3 clusters Score -2.429345e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92155 members 
Mstep: Class 2 contains 85454 members 
Entering Unmasked Estep 
Score: -24294182.000000 Penalty: 5995.320312
	Iteration 2Q: 3 clusters Score -2.429418e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Mstep: Class 2 contains 83428 members 
Entering Unmasked Estep 
Score: -24295322.000000 Penalty: 5995.320312
	Iteration 3Q: 3 clusters Score -2.429532e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97227 members 
Mstep: Class 2 contains 80382 members 
Entering Unmasked Estep 
Score: -24296802.000000 Penalty: 5995.320312
	Iteration 4Q: 3 clusters Score -2.42968e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101883 members 
Mstep: Class 2 contains 75726 members 
Entering Unmasked Estep 
Score: -24298842.000000 Penalty: 5995.320312
	Iteration 5Q: 3 clusters Score -2.429884e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108575 members 
Mstep: Class 2 contains 69034 members 
Entering Unmasked Estep 
Score: -24302968.000000 Penalty: 5995.320312
	Iteration 6Q: 3 clusters Score -2.430297e+07 nChanged 10855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117798 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -24309550.000000 Penalty: 5995.320312
	Iteration 7F: 3 clusters Score -2.430955e+07 nChanged 13001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129245 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -24319490.000000 Penalty: 5995.320312
	Iteration 8F: 3 clusters Score -2.431949e+07 nChanged 13436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141237 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -24331112.000000 Penalty: 5995.320312
	Iteration 9F: 3 clusters Score -2.433111e+07 nChanged 11321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151226 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -24342052.000000 Penalty: 5995.320312
	Iteration 10F: 3 clusters Score -2.434205e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157671 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -24348912.000000 Penalty: 5995.320312
	Iteration 11Q: 3 clusters Score -2.434891e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161173 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -24352846.000000 Penalty: 5995.320312
	Iteration 12Q: 3 clusters Score -2.435285e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163165 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -24355072.000000 Penalty: 5995.320312
	Iteration 13Q: 3 clusters Score -2.435507e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164451 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -24356156.000000 Penalty: 5995.320312
	Iteration 14Q: 3 clusters Score -2.435616e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165345 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -24356752.000000 Penalty: 5995.320312
	Iteration 15Q: 3 clusters Score -2.435675e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166056 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -24357178.000000 Penalty: 5995.320312
	Iteration 16Q: 3 clusters Score -2.435718e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166625 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -24357432.000000 Penalty: 5995.320312
	Iteration 17Q: 3 clusters Score -2.435743e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167064 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -24357566.000000 Penalty: 5995.320312
	Iteration 18Q: 3 clusters Score -2.435757e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167427 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -24357664.000000 Penalty: 5995.320312
	Iteration 19Q: 3 clusters Score -2.435766e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167745 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -24357628.000000 Penalty: 5995.320312
	Iteration 20F: 3 clusters Score -2.435763e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168012 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -24357654.000000 Penalty: 5995.320312
	Iteration 21Q: 3 clusters Score -2.435765e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168297 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -24357660.000000 Penalty: 5995.320312
	Iteration 22Q: 3 clusters Score -2.435766e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168563 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -24357700.000000 Penalty: 5995.320312
	Iteration 23Q: 3 clusters Score -2.43577e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168826 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -24357720.000000 Penalty: 5995.320312
	Iteration 24Q: 3 clusters Score -2.435772e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169060 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -24357738.000000 Penalty: 5995.320312
	Iteration 25Q: 3 clusters Score -2.435774e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169274 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -24357722.000000 Penalty: 5995.320312
	Iteration 26Q: 3 clusters Score -2.435772e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169478 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -24357710.000000 Penalty: 5995.320312
	Iteration 27Q: 3 clusters Score -2.435771e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169667 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -24357678.000000 Penalty: 5995.320312
	Iteration 28Q: 3 clusters Score -2.435768e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169840 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -24357612.000000 Penalty: 5995.320312
	Iteration 29Q: 3 clusters Score -2.435761e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170000 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -24357612.000000 Penalty: 5995.320312
	Iteration 30Q: 3 clusters Score -2.435761e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170157 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -24357592.000000 Penalty: 5995.320312
	Iteration 31Q: 3 clusters Score -2.435759e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170318 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -24357616.000000 Penalty: 5995.320312
	Iteration 32Q: 3 clusters Score -2.435762e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170462 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -24357580.000000 Penalty: 5995.320312
	Iteration 33Q: 3 clusters Score -2.435758e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170596 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -24357544.000000 Penalty: 5995.320312
	Iteration 34Q: 3 clusters Score -2.435754e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170743 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -24357554.000000 Penalty: 5995.320312
	Iteration 35Q: 3 clusters Score -2.435755e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170875 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -24357546.000000 Penalty: 5995.320312
	Iteration 36Q: 3 clusters Score -2.435755e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170998 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -24357498.000000 Penalty: 5995.320312
	Iteration 37Q: 3 clusters Score -2.43575e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171107 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -24357450.000000 Penalty: 5995.320312
	Iteration 38Q: 3 clusters Score -2.435745e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171198 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -24357454.000000 Penalty: 5995.320312
	Iteration 39Q: 3 clusters Score -2.435745e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171283 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -24357442.000000 Penalty: 5995.320312
	Iteration 40F: 3 clusters Score -2.435744e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171341 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -24357448.000000 Penalty: 5995.320312
	Iteration 41Q: 3 clusters Score -2.435745e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171389 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -24357416.000000 Penalty: 5995.320312
	Iteration 42Q: 3 clusters Score -2.435742e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171436 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -24357394.000000 Penalty: 5995.320312
	Iteration 43Q: 3 clusters Score -2.435739e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171479 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -24357396.000000 Penalty: 5995.320312
	Iteration 44Q: 3 clusters Score -2.43574e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171518 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -24357398.000000 Penalty: 5995.320312
	Iteration 45Q: 3 clusters Score -2.43574e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171562 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -24357350.000000 Penalty: 5995.320312
	Iteration 46Q: 3 clusters Score -2.435735e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171607 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -24357376.000000 Penalty: 5995.320312
	Iteration 47Q: 3 clusters Score -2.435738e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171654 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -24357346.000000 Penalty: 5995.320312
	Iteration 48Q: 3 clusters Score -2.435735e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171701 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -24357318.000000 Penalty: 5995.320312
	Iteration 49Q: 3 clusters Score -2.435732e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171746 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -24357310.000000 Penalty: 5995.320312
	Iteration 50Q: 3 clusters Score -2.435731e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171784 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -24357332.000000 Penalty: 5995.320312
	Iteration 51Q: 3 clusters Score -2.435733e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171824 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -24357344.000000 Penalty: 5995.320312
	Iteration 52Q: 3 clusters Score -2.435734e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171869 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -24357338.000000 Penalty: 5995.320312
	Iteration 53Q: 3 clusters Score -2.435734e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171908 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -24357336.000000 Penalty: 5995.320312
	Iteration 54Q: 3 clusters Score -2.435734e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171952 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -24357330.000000 Penalty: 5995.320312
	Iteration 55Q: 3 clusters Score -2.435733e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171992 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -24357272.000000 Penalty: 5995.320312
	Iteration 56Q: 3 clusters Score -2.435727e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172028 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -24357312.000000 Penalty: 5995.320312
	Iteration 57Q: 3 clusters Score -2.435731e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172055 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -24357294.000000 Penalty: 5995.320312
	Iteration 58Q: 3 clusters Score -2.435729e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172080 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -24357324.000000 Penalty: 5995.320312
	Iteration 59Q: 3 clusters Score -2.435732e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172105 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -24357296.000000 Penalty: 5995.320312
	Iteration 60F: 3 clusters Score -2.43573e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172129 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -24357272.000000 Penalty: 5995.320312
	Iteration 61Q: 3 clusters Score -2.435727e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172155 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -24357256.000000 Penalty: 5995.320312
	Iteration 62Q: 3 clusters Score -2.435726e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172175 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -24357280.000000 Penalty: 5995.320312
	Iteration 63Q: 3 clusters Score -2.435728e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172198 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -24357288.000000 Penalty: 5995.320312
	Iteration 64Q: 3 clusters Score -2.435729e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172214 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -24357272.000000 Penalty: 5995.320312
	Iteration 65Q: 3 clusters Score -2.435727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172229 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -24357280.000000 Penalty: 5995.320312
	Iteration 66Q: 3 clusters Score -2.435728e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172252 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -24357276.000000 Penalty: 5995.320312
	Iteration 67Q: 3 clusters Score -2.435728e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172286 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -24357288.000000 Penalty: 5995.320312
	Iteration 68Q: 3 clusters Score -2.435729e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172312 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -24357290.000000 Penalty: 5995.320312
	Iteration 69Q: 3 clusters Score -2.435729e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172336 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -24357280.000000 Penalty: 5995.320312
	Iteration 70Q: 3 clusters Score -2.435728e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172360 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -24357270.000000 Penalty: 5995.320312
	Iteration 71Q: 3 clusters Score -2.435727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172375 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -24357270.000000 Penalty: 5995.320312
	Iteration 72Q: 3 clusters Score -2.435727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172390 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -24357254.000000 Penalty: 5995.320312
	Iteration 73Q: 3 clusters Score -2.435725e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172403 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -24357238.000000 Penalty: 5995.320312
	Iteration 74Q: 3 clusters Score -2.435724e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172425 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -24357260.000000 Penalty: 5995.320312
	Iteration 75Q: 3 clusters Score -2.435726e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172446 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -24357232.000000 Penalty: 5995.320312
	Iteration 76Q: 3 clusters Score -2.435723e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172468 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -24357248.000000 Penalty: 5995.320312
	Iteration 77Q: 3 clusters Score -2.435725e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172479 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -24357232.000000 Penalty: 5995.320312
	Iteration 78Q: 3 clusters Score -2.435723e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172492 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -24357224.000000 Penalty: 5995.320312
	Iteration 79Q: 3 clusters Score -2.435722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172503 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -24357234.000000 Penalty: 5995.320312
	Iteration 80F: 3 clusters Score -2.435723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172512 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -24357236.000000 Penalty: 5995.320312
	Iteration 81Q: 3 clusters Score -2.435724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172518 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -24357244.000000 Penalty: 5995.320312
	Iteration 82Q: 3 clusters Score -2.435724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172528 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -24357240.000000 Penalty: 5995.320312
	Iteration 83Q: 3 clusters Score -2.435724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172537 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -24357250.000000 Penalty: 5995.320312
	Iteration 84Q: 3 clusters Score -2.435725e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172550 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -24357244.000000 Penalty: 5995.320312
	Iteration 85Q: 3 clusters Score -2.435724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172560 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -24357254.000000 Penalty: 5995.320312
	Iteration 86Q: 3 clusters Score -2.435725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172566 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -24357248.000000 Penalty: 5995.320312
	Iteration 87Q: 3 clusters Score -2.435725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172572 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -24357264.000000 Penalty: 5995.320312
	Iteration 88Q: 3 clusters Score -2.435726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172579 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -24357252.000000 Penalty: 5995.320312
	Iteration 89Q: 3 clusters Score -2.435725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172588 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -24357268.000000 Penalty: 5995.320312
	Iteration 90Q: 3 clusters Score -2.435727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172597 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -24357262.000000 Penalty: 5995.320312
	Iteration 91Q: 3 clusters Score -2.435726e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172614 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -24357260.000000 Penalty: 5995.320312
	Iteration 92Q: 3 clusters Score -2.435726e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172632 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -24357278.000000 Penalty: 5995.320312
	Iteration 93Q: 3 clusters Score -2.435728e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172652 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -24357284.000000 Penalty: 5995.320312
	Iteration 94Q: 3 clusters Score -2.435728e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172671 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -24357282.000000 Penalty: 5995.320312
	Iteration 95Q: 3 clusters Score -2.435728e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172692 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -24357300.000000 Penalty: 5995.320312
	Iteration 96Q: 3 clusters Score -2.43573e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172711 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -24357298.000000 Penalty: 5995.320312
	Iteration 97Q: 3 clusters Score -2.43573e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172727 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -24357276.000000 Penalty: 5995.320312
	Iteration 98Q: 3 clusters Score -2.435728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172736 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -24357272.000000 Penalty: 5995.320312
	Iteration 99Q: 3 clusters Score -2.435727e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172750 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -24357268.000000 Penalty: 5995.320312
	Iteration 100F: 3 clusters Score -2.435727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172757 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -24357266.000000 Penalty: 5995.320312
	Iteration 101Q: 3 clusters Score -2.435727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172759 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -24357286.000000 Penalty: 5995.320312
	Iteration 102Q: 3 clusters Score -2.435729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172761 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -24357288.000000 Penalty: 5995.320312
	Iteration 103Q: 3 clusters Score -2.435729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172764 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -24357300.000000 Penalty: 5995.320312
	Iteration 104Q: 3 clusters Score -2.43573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172767 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -24357304.000000 Penalty: 5995.320312
	Iteration 105Q: 3 clusters Score -2.43573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172772 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -24357302.000000 Penalty: 5995.320312
	Iteration 106Q: 3 clusters Score -2.43573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172778 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -24357300.000000 Penalty: 5995.320312
	Iteration 107Q: 3 clusters Score -2.43573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172785 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -24357274.000000 Penalty: 5995.320312
	Iteration 108Q: 3 clusters Score -2.435727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172793 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -24357278.000000 Penalty: 5995.320312
	Iteration 109Q: 3 clusters Score -2.435728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172802 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -24357268.000000 Penalty: 5995.320312
	Iteration 110Q: 3 clusters Score -2.435727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172814 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -24357266.000000 Penalty: 5995.320312
	Iteration 111Q: 3 clusters Score -2.435727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172824 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -24357254.000000 Penalty: 5995.320312
	Iteration 112Q: 3 clusters Score -2.435725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172834 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -24357262.000000 Penalty: 5995.320312
	Iteration 113Q: 3 clusters Score -2.435726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172847 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -24357256.000000 Penalty: 5995.320312
	Iteration 114Q: 3 clusters Score -2.435726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172859 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -24357248.000000 Penalty: 5995.320312
	Iteration 115Q: 3 clusters Score -2.435725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172869 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -24357240.000000 Penalty: 5995.320312
	Iteration 116Q: 3 clusters Score -2.435724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172877 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -24357258.000000 Penalty: 5995.320312
	Iteration 117Q: 3 clusters Score -2.435726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172888 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -24357252.000000 Penalty: 5995.320312
	Iteration 118Q: 3 clusters Score -2.435725e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172903 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -24357256.000000 Penalty: 5995.320312
	Iteration 119Q: 3 clusters Score -2.435726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172913 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -24357238.000000 Penalty: 5995.320312
	Iteration 120F: 3 clusters Score -2.435724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172920 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -24357246.000000 Penalty: 5995.320312
	Iteration 121Q: 3 clusters Score -2.435725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172930 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -24357246.000000 Penalty: 5995.320312
	Iteration 122Q: 3 clusters Score -2.435725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172938 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -24357220.000000 Penalty: 5995.320312
	Iteration 123Q: 3 clusters Score -2.435722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172948 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -24357244.000000 Penalty: 5995.320312
	Iteration 124Q: 3 clusters Score -2.435724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172958 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -24357256.000000 Penalty: 5995.320312
	Iteration 125Q: 3 clusters Score -2.435726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172963 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -24357246.000000 Penalty: 5995.320312
	Iteration 126Q: 3 clusters Score -2.435725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172964 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -24357244.000000 Penalty: 5995.320312
	Iteration 127Q: 3 clusters Score -2.435724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172967 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -24357244.000000 Penalty: 5995.320312
	Iteration 128Q: 3 clusters Score -2.435724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172970 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -24357250.000000 Penalty: 5995.320312
	Iteration 129Q: 3 clusters Score -2.435725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172972 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -24357236.000000 Penalty: 5995.320312
	Iteration 130Q: 3 clusters Score -2.435724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172974 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -24357226.000000 Penalty: 5995.320312
	Iteration 131Q: 3 clusters Score -2.435723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172977 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -24357242.000000 Penalty: 5995.320312
	Iteration 132Q: 3 clusters Score -2.435724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172978 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -24357246.000000 Penalty: 5995.320312
	Iteration 133Q: 3 clusters Score -2.435725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172981 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -24357244.000000 Penalty: 5995.320312
	Iteration 134Q: 3 clusters Score -2.435724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172983 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -24357242.000000 Penalty: 5995.320312
	Iteration 135Q: 3 clusters Score -2.435724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172985 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -24357248.000000 Penalty: 5995.320312
	Iteration 136Q: 3 clusters Score -2.435725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172987 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -24357240.000000 Penalty: 5995.320312
	Iteration 137Q: 3 clusters Score -2.435724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172988 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -24357238.000000 Penalty: 5995.320312
	Iteration 138Q: 3 clusters Score -2.435724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172988 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -24357238.000000 Penalty: 5995.320312
	Iteration 139F: 3 clusters Score -2.435724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Entering Unmasked Estep 
Score: -214137.000000 Penalty: 1841.784180
	Iteration 0F: 2 clusters Score -214137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -211695.546875 Penalty: 3683.568359
	Iteration 0F: 3 clusters Score -211695.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -212120.000000 Penalty: 3683.568359
	Iteration 1F: 3 clusters Score -212120 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -212279.000000 Penalty: 3683.568359
	Iteration 2F: 3 clusters Score -212279 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -212408.062500 Penalty: 3683.568359
	Iteration 3F: 3 clusters Score -212408.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -212514.718750 Penalty: 3683.568359
	Iteration 4Q: 3 clusters Score -212514.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -212598.218750 Penalty: 3683.568359
	Iteration 5Q: 3 clusters Score -212598.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -212663.156250 Penalty: 3683.568359
	Iteration 6Q: 3 clusters Score -212663.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -212717.187500 Penalty: 3683.568359
	Iteration 7Q: 3 clusters Score -212717.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -212774.828125 Penalty: 3683.568359
	Iteration 8Q: 3 clusters Score -212774.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -212860.437500 Penalty: 3683.568359
	Iteration 9Q: 3 clusters Score -212860.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -212944.515625 Penalty: 3683.568359
	Iteration 10Q: 3 clusters Score -212944.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -213013.203125 Penalty: 3683.568359
	Iteration 11Q: 3 clusters Score -213013.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -213049.671875 Penalty: 3683.568359
	Iteration 12Q: 3 clusters Score -213049.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -213080.015625 Penalty: 3683.568359
	Iteration 13Q: 3 clusters Score -213080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -213112.890625 Penalty: 3683.568359
	Iteration 14Q: 3 clusters Score -213112.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -213158.750000 Penalty: 3683.568359
	Iteration 15Q: 3 clusters Score -213158.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -213206.500000 Penalty: 3683.568359
	Iteration 16Q: 3 clusters Score -213206.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -213260.609375 Penalty: 3683.568359
	Iteration 17Q: 3 clusters Score -213260.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -213338.046875 Penalty: 3683.568359
	Iteration 18Q: 3 clusters Score -213338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -213408.281250 Penalty: 3683.568359
	Iteration 19Q: 3 clusters Score -213408.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -213466.765625 Penalty: 3683.568359
	Iteration 20F: 3 clusters Score -213466.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -213503.156250 Penalty: 3683.568359
	Iteration 21Q: 3 clusters Score -213503.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -213545.765625 Penalty: 3683.568359
	Iteration 22Q: 3 clusters Score -213545.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -213602.625000 Penalty: 3683.568359
	Iteration 23Q: 3 clusters Score -213602.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -213636.109375 Penalty: 3683.568359
	Iteration 24Q: 3 clusters Score -213636.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -213657.390625 Penalty: 3683.568359
	Iteration 25Q: 3 clusters Score -213657.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -213674.359375 Penalty: 3683.568359
	Iteration 26Q: 3 clusters Score -213674.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -213697.000000 Penalty: 3683.568359
	Iteration 27Q: 3 clusters Score -213697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -213717.187500 Penalty: 3683.568359
	Iteration 28Q: 3 clusters Score -213717.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -213729.687500 Penalty: 3683.568359
	Iteration 29Q: 3 clusters Score -213729.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -213756.359375 Penalty: 3683.568359
	Iteration 30Q: 3 clusters Score -213756.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -213761.531250 Penalty: 3683.568359
	Iteration 31Q: 3 clusters Score -213761.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -213764.546875 Penalty: 3683.568359
	Iteration 32Q: 3 clusters Score -213764.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -213764.906250 Penalty: 3683.568359
	Iteration 33Q: 3 clusters Score -213764.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -213764.906250 Penalty: 3683.568359
	Iteration 34F: 3 clusters Score -213764.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Entering Unmasked Estep 
Score: -1761384.750000 Penalty: 2354.216797
	Iteration 0F: 2 clusters Score -1761385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1751625.250000 Penalty: 4708.433594
	Iteration 0F: 3 clusters Score -1751625 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1754861.625000 Penalty: 4708.433594
	Iteration 1F: 3 clusters Score -1754862 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1755505.500000 Penalty: 4708.433594
	Iteration 2F: 3 clusters Score -1755506 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1756197.000000 Penalty: 4708.433594
	Iteration 3F: 3 clusters Score -1756197 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1756826.375000 Penalty: 4708.433594
	Iteration 4F: 3 clusters Score -1756826 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1757446.125000 Penalty: 4708.433594
	Iteration 5F: 3 clusters Score -1757446 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1757983.375000 Penalty: 4708.433594
	Iteration 6F: 3 clusters Score -1757983 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1758388.000000 Penalty: 4708.433594
	Iteration 7Q: 3 clusters Score -1758388 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1758674.625000 Penalty: 4708.433594
	Iteration 8Q: 3 clusters Score -1758675 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1758869.375000 Penalty: 4708.433594
	Iteration 9Q: 3 clusters Score -1758869 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1758993.625000 Penalty: 4708.433594
	Iteration 10Q: 3 clusters Score -1758994 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1759077.500000 Penalty: 4708.433594
	Iteration 11Q: 3 clusters Score -1759078 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1759145.000000 Penalty: 4708.433594
	Iteration 12Q: 3 clusters Score -1759145 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1759212.875000 Penalty: 4708.433594
	Iteration 13Q: 3 clusters Score -1759213 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1759288.625000 Penalty: 4708.433594
	Iteration 14Q: 3 clusters Score -1759289 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1759343.000000 Penalty: 4708.433594
	Iteration 15Q: 3 clusters Score -1759343 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1759396.500000 Penalty: 4708.433594
	Iteration 16Q: 3 clusters Score -1759396 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1759434.000000 Penalty: 4708.433594
	Iteration 17Q: 3 clusters Score -1759434 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1759471.750000 Penalty: 4708.433594
	Iteration 18Q: 3 clusters Score -1759472 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1759509.375000 Penalty: 4708.433594
	Iteration 19Q: 3 clusters Score -1759509 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1759549.500000 Penalty: 4708.433594
	Iteration 20F: 3 clusters Score -1759550 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1759595.000000 Penalty: 4708.433594
	Iteration 21Q: 3 clusters Score -1759595 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1759635.625000 Penalty: 4708.433594
	Iteration 22Q: 3 clusters Score -1759636 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1759669.375000 Penalty: 4708.433594
	Iteration 23Q: 3 clusters Score -1759669 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1759705.000000 Penalty: 4708.433594
	Iteration 24Q: 3 clusters Score -1759705 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1759739.625000 Penalty: 4708.433594
	Iteration 25Q: 3 clusters Score -1759740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1759758.875000 Penalty: 4708.433594
	Iteration 26Q: 3 clusters Score -1759759 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1759782.875000 Penalty: 4708.433594
	Iteration 27Q: 3 clusters Score -1759783 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1759805.500000 Penalty: 4708.433594
	Iteration 28Q: 3 clusters Score -1759806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1759825.250000 Penalty: 4708.433594
	Iteration 29Q: 3 clusters Score -1759825 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1759837.375000 Penalty: 4708.433594
	Iteration 30Q: 3 clusters Score -1759837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1759849.250000 Penalty: 4708.433594
	Iteration 31Q: 3 clusters Score -1759849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1759860.250000 Penalty: 4708.433594
	Iteration 32Q: 3 clusters Score -1759860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1759864.500000 Penalty: 4708.433594
	Iteration 33Q: 3 clusters Score -1759864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1759866.125000 Penalty: 4708.433594
	Iteration 34Q: 3 clusters Score -1759866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1759862.000000 Penalty: 4708.433594
	Iteration 35Q: 3 clusters Score -1759862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1759861.500000 Penalty: 4708.433594
	Iteration 36Q: 3 clusters Score -1759862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1759861.500000 Penalty: 4708.433594
	Iteration 37F: 3 clusters Score -1759862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Entering Unmasked Estep 
Score: -1582087.000000 Penalty: 2319.493164
	Iteration 0F: 2 clusters Score -1582087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1573371.375000 Penalty: 4638.986328
	Iteration 0F: 3 clusters Score -1573371 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1575946.125000 Penalty: 4638.986328
	Iteration 1F: 3 clusters Score -1575946 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1576255.500000 Penalty: 4638.986328
	Iteration 2F: 3 clusters Score -1576256 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1576522.625000 Penalty: 4638.986328
	Iteration 3Q: 3 clusters Score -1576523 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1576764.125000 Penalty: 4638.986328
	Iteration 4Q: 3 clusters Score -1576764 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1577065.375000 Penalty: 4638.986328
	Iteration 5Q: 3 clusters Score -1577065 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1577383.500000 Penalty: 4638.986328
	Iteration 6F: 3 clusters Score -1577384 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1577671.125000 Penalty: 4638.986328
	Iteration 7Q: 3 clusters Score -1577671 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1578018.250000 Penalty: 4638.986328
	Iteration 8Q: 3 clusters Score -1578018 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1578400.375000 Penalty: 4638.986328
	Iteration 9Q: 3 clusters Score -1578400 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1578788.875000 Penalty: 4638.986328
	Iteration 10Q: 3 clusters Score -1578789 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1579143.500000 Penalty: 4638.986328
	Iteration 11Q: 3 clusters Score -1579144 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1579485.875000 Penalty: 4638.986328
	Iteration 12Q: 3 clusters Score -1579486 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1579760.625000 Penalty: 4638.986328
	Iteration 13Q: 3 clusters Score -1579761 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1579929.875000 Penalty: 4638.986328
	Iteration 14Q: 3 clusters Score -1579930 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1580020.375000 Penalty: 4638.986328
	Iteration 15Q: 3 clusters Score -1580020 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1580058.500000 Penalty: 4638.986328
	Iteration 16Q: 3 clusters Score -1580058 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1580083.375000 Penalty: 4638.986328
	Iteration 17Q: 3 clusters Score -1580083 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1580092.375000 Penalty: 4638.986328
	Iteration 18Q: 3 clusters Score -1580092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1580109.375000 Penalty: 4638.986328
	Iteration 19Q: 3 clusters Score -1580109 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1580122.125000 Penalty: 4638.986328
	Iteration 20F: 3 clusters Score -1580122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1580132.500000 Penalty: 4638.986328
	Iteration 21Q: 3 clusters Score -1580132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1580141.125000 Penalty: 4638.986328
	Iteration 22Q: 3 clusters Score -1580141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1580146.000000 Penalty: 4638.986328
	Iteration 23Q: 3 clusters Score -1580146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1580145.625000 Penalty: 4638.986328
	Iteration 24Q: 3 clusters Score -1580146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1580149.000000 Penalty: 4638.986328
	Iteration 25Q: 3 clusters Score -1580149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1580151.625000 Penalty: 4638.986328
	Iteration 26Q: 3 clusters Score -1580152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1580154.750000 Penalty: 4638.986328
	Iteration 27Q: 3 clusters Score -1580155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1580154.125000 Penalty: 4638.986328
	Iteration 28Q: 3 clusters Score -1580154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1580153.000000 Penalty: 4638.986328
	Iteration 29Q: 3 clusters Score -1580153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1580153.750000 Penalty: 4638.986328
	Iteration 30Q: 3 clusters Score -1580154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1580155.625000 Penalty: 4638.986328
	Iteration 31Q: 3 clusters Score -1580156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1580155.500000 Penalty: 4638.986328
	Iteration 32Q: 3 clusters Score -1580156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1580152.875000 Penalty: 4638.986328
	Iteration 33Q: 3 clusters Score -1580153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1580156.125000 Penalty: 4638.986328
	Iteration 34Q: 3 clusters Score -1580156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1580155.125000 Penalty: 4638.986328
	Iteration 35Q: 3 clusters Score -1580155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1580155.625000 Penalty: 4638.986328
	Iteration 36Q: 3 clusters Score -1580156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1580160.500000 Penalty: 4638.986328
	Iteration 37Q: 3 clusters Score -1580160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1580166.500000 Penalty: 4638.986328
	Iteration 38Q: 3 clusters Score -1580166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1580168.625000 Penalty: 4638.986328
	Iteration 39Q: 3 clusters Score -1580169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1580172.250000 Penalty: 4638.986328
	Iteration 40F: 3 clusters Score -1580172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1580172.375000 Penalty: 4638.986328
	Iteration 41Q: 3 clusters Score -1580172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1580173.000000 Penalty: 4638.986328
	Iteration 42Q: 3 clusters Score -1580173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1580173.000000 Penalty: 4638.986328
	Iteration 43Q: 3 clusters Score -1580173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1580173.750000 Penalty: 4638.986328
	Iteration 44Q: 3 clusters Score -1580174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1580173.875000 Penalty: 4638.986328
	Iteration 45Q: 3 clusters Score -1580174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1580175.375000 Penalty: 4638.986328
	Iteration 46Q: 3 clusters Score -1580175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1580179.625000 Penalty: 4638.986328
	Iteration 47Q: 3 clusters Score -1580180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1580177.250000 Penalty: 4638.986328
	Iteration 48Q: 3 clusters Score -1580177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1580177.250000 Penalty: 4638.986328
	Iteration 49F: 3 clusters Score -1580177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 178100 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 4130 members 
Mstep: Class 4 contains 51840 members 
Mstep: Class 5 contains 471 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10004 members 
Mstep: Class 11 contains 50756 members 
Mstep: Class 13 contains 151075 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 6677 members 
Mstep: Class 17 contains 156697 members 
Mstep: Class 18 contains 39017 members 
Mstep: Class 20 contains 177609 members 
Mstep: Class 22 contains 1680 members 
Mstep: Class 23 contains 13264 members 
Mstep: Class 24 contains 11531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104400.000000 Penalty: 57601.605469
Iteration 79Q: 18 clusters Score -1.161044e+08 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 178015 members 
Mstep: Class 2 contains 4096 members 
Mstep: Class 3 contains 4178 members 
Mstep: Class 4 contains 51851 members 
Mstep: Class 5 contains 471 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10024 members 
Mstep: Class 11 contains 50702 members 
Mstep: Class 13 contains 151160 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 6693 members 
Mstep: Class 17 contains 156473 members 
Mstep: Class 18 contains 39045 members 
Mstep: Class 20 contains 177947 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13238 members 
Mstep: Class 24 contains 11363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104464.000000 Penalty: 57601.605469
Iteration 80F: 18 clusters Score -1.161045e+08 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177924 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 4225 members 
Mstep: Class 4 contains 51842 members 
Mstep: Class 5 contains 471 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10056 members 
Mstep: Class 11 contains 50648 members 
Mstep: Class 13 contains 151294 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 6686 members 
Mstep: Class 17 contains 156344 members 
Mstep: Class 18 contains 39095 members 
Mstep: Class 20 contains 178177 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13198 members 
Mstep: Class 24 contains 11199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104288.000000 Penalty: 57601.605469
Iteration 81Q: 18 clusters Score -1.161043e+08 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177908 members 
Mstep: Class 2 contains 4103 members 
Mstep: Class 3 contains 4264 members 
Mstep: Class 4 contains 51833 members 
Mstep: Class 5 contains 471 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10079 members 
Mstep: Class 11 contains 50595 members 
Mstep: Class 13 contains 151414 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 6689 members 
Mstep: Class 17 contains 156214 members 
Mstep: Class 18 contains 39178 members 
Mstep: Class 20 contains 178281 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13169 members 
Mstep: Class 24 contains 11058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104224.000000 Penalty: 57601.605469
Iteration 82Q: 18 clusters Score -1.161042e+08 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177911 members 
Mstep: Class 2 contains 4098 members 
Mstep: Class 3 contains 4290 members 
Mstep: Class 4 contains 51852 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10094 members 
Mstep: Class 11 contains 50552 members 
Mstep: Class 13 contains 151595 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 6688 members 
Mstep: Class 17 contains 156086 members 
Mstep: Class 18 contains 39243 members 
Mstep: Class 20 contains 178301 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13146 members 
Mstep: Class 24 contains 10928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104088.000000 Penalty: 57601.605469
Iteration 83Q: 18 clusters Score -1.161041e+08 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177859 members 
Mstep: Class 2 contains 4100 members 
Mstep: Class 3 contains 4310 members 
Mstep: Class 4 contains 51895 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10118 members 
Mstep: Class 11 contains 50494 members 
Mstep: Class 13 contains 151741 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 6682 members 
Mstep: Class 17 contains 156016 members 
Mstep: Class 18 contains 39311 members 
Mstep: Class 20 contains 178306 members 
Mstep: Class 22 contains 1682 members 
Mstep: Class 23 contains 13140 members 
Mstep: Class 24 contains 10810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104328.000000 Penalty: 57601.605469
Iteration 84Q: 18 clusters Score -1.161043e+08 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177822 members 
Mstep: Class 2 contains 4094 members 
Mstep: Class 3 contains 4328 members 
Mstep: Class 4 contains 51926 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10141 members 
Mstep: Class 11 contains 50422 members 
Mstep: Class 13 contains 151932 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 6686 members 
Mstep: Class 17 contains 155949 members 
Mstep: Class 18 contains 39361 members 
Mstep: Class 20 contains 178308 members 
Mstep: Class 22 contains 1682 members 
Mstep: Class 23 contains 13121 members 
Mstep: Class 24 contains 10692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104320.000000 Penalty: 57601.605469
Iteration 85Q: 18 clusters Score -1.161043e+08 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177810 members 
Mstep: Class 2 contains 4098 members 
Mstep: Class 3 contains 4344 members 
Mstep: Class 4 contains 51927 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10168 members 
Mstep: Class 11 contains 50362 members 
Mstep: Class 13 contains 152091 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 6709 members 
Mstep: Class 17 contains 155924 members 
Mstep: Class 18 contains 39395 members 
Mstep: Class 20 contains 178277 members 
Mstep: Class 22 contains 1682 members 
Mstep: Class 23 contains 13104 members 
Mstep: Class 24 contains 10573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104392.000000 Penalty: 57601.605469
Iteration 86Q: 18 clusters Score -1.161044e+08 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177786 members 
Mstep: Class 2 contains 4104 members 
Mstep: Class 3 contains 4356 members 
Mstep: Class 4 contains 51917 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 11 contains 50307 members 
Mstep: Class 13 contains 152261 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 6721 members 
Mstep: Class 17 contains 155924 members 
Mstep: Class 18 contains 39442 members 
Mstep: Class 20 contains 178232 members 
Mstep: Class 22 contains 1681 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 10453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104216.000000 Penalty: 57601.605469
Iteration 87Q: 18 clusters Score -1.161042e+08 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177795 members 
Mstep: Class 2 contains 4103 members 
Mstep: Class 3 contains 4365 members 
Mstep: Class 4 contains 51918 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10196 members 
Mstep: Class 11 contains 50237 members 
Mstep: Class 13 contains 152418 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 17 contains 155927 members 
Mstep: Class 18 contains 39483 members 
Mstep: Class 20 contains 178152 members 
Mstep: Class 22 contains 1682 members 
Mstep: Class 23 contains 13085 members 
Mstep: Class 24 contains 10355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104312.000000 Penalty: 57601.605469
Iteration 88Q: 18 clusters Score -1.161043e+08 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177810 members 
Mstep: Class 2 contains 4108 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 51897 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10212 members 
Mstep: Class 11 contains 50172 members 
Mstep: Class 13 contains 152611 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 6777 members 
Mstep: Class 17 contains 155903 members 
Mstep: Class 18 contains 39515 members 
Mstep: Class 20 contains 178077 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13073 members 
Mstep: Class 24 contains 10260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104240.000000 Penalty: 57601.605469
Iteration 89Q: 18 clusters Score -1.161042e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177756 members 
Mstep: Class 2 contains 4111 members 
Mstep: Class 3 contains 4372 members 
Mstep: Class 4 contains 51872 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10237 members 
Mstep: Class 11 contains 50080 members 
Mstep: Class 13 contains 152862 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 6806 members 
Mstep: Class 17 contains 155904 members 
Mstep: Class 18 contains 39544 members 
Mstep: Class 20 contains 178003 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13067 members 
Mstep: Class 24 contains 10170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104344.000000 Penalty: 57601.605469
Iteration 90Q: 18 clusters Score -1.161043e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177708 members 
Mstep: Class 2 contains 4112 members 
Mstep: Class 3 contains 4373 members 
Mstep: Class 4 contains 51858 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10260 members 
Mstep: Class 11 contains 49998 members 
Mstep: Class 13 contains 153127 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 6836 members 
Mstep: Class 17 contains 155910 members 
Mstep: Class 18 contains 39569 members 
Mstep: Class 20 contains 177891 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13068 members 
Mstep: Class 24 contains 10074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104432.000000 Penalty: 57601.605469
Iteration 91Q: 18 clusters Score -1.161044e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177657 members 
Mstep: Class 2 contains 4111 members 
Mstep: Class 3 contains 4374 members 
Mstep: Class 4 contains 51833 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10271 members 
Mstep: Class 11 contains 49939 members 
Mstep: Class 13 contains 153389 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 6865 members 
Mstep: Class 17 contains 155912 members 
Mstep: Class 18 contains 39574 members 
Mstep: Class 20 contains 177795 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13065 members 
Mstep: Class 24 contains 9999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104448.000000 Penalty: 57601.605469
Iteration 92Q: 18 clusters Score -1.161044e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177589 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 51824 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10294 members 
Mstep: Class 11 contains 49872 members 
Mstep: Class 13 contains 153646 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 6890 members 
Mstep: Class 17 contains 155938 members 
Mstep: Class 18 contains 39576 members 
Mstep: Class 20 contains 177701 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13061 members 
Mstep: Class 24 contains 9909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104200.000000 Penalty: 57601.605469
Iteration 93Q: 18 clusters Score -1.161042e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177549 members 
Mstep: Class 2 contains 4110 members 
Mstep: Class 3 contains 4376 members 
Mstep: Class 4 contains 51814 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10300 members 
Mstep: Class 11 contains 49791 members 
Mstep: Class 13 contains 153900 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 6912 members 
Mstep: Class 17 contains 155938 members 
Mstep: Class 18 contains 39576 members 
Mstep: Class 20 contains 177646 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13053 members 
Mstep: Class 24 contains 9820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104160.000000 Penalty: 57601.605469
Iteration 94Q: 18 clusters Score -1.161042e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177509 members 
Mstep: Class 2 contains 4113 members 
Mstep: Class 3 contains 4378 members 
Mstep: Class 4 contains 51790 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10304 members 
Mstep: Class 11 contains 49722 members 
Mstep: Class 13 contains 154150 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 6932 members 
Mstep: Class 17 contains 155932 members 
Mstep: Class 18 contains 39575 members 
Mstep: Class 20 contains 177595 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13051 members 
Mstep: Class 24 contains 9734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104208.000000 Penalty: 57601.605469
Iteration 95Q: 18 clusters Score -1.161042e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177426 members 
Mstep: Class 2 contains 4111 members 
Mstep: Class 3 contains 4378 members 
Mstep: Class 4 contains 51768 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10310 members 
Mstep: Class 11 contains 49655 members 
Mstep: Class 13 contains 154381 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 6944 members 
Mstep: Class 17 contains 155933 members 
Mstep: Class 18 contains 39583 members 
Mstep: Class 20 contains 177582 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 9666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103944.000000 Penalty: 57601.605469
Iteration 96Q: 18 clusters Score -1.161039e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177359 members 
Mstep: Class 2 contains 4112 members 
Mstep: Class 3 contains 4378 members 
Mstep: Class 4 contains 51767 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10313 members 
Mstep: Class 11 contains 49601 members 
Mstep: Class 13 contains 154591 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 6957 members 
Mstep: Class 17 contains 155920 members 
Mstep: Class 18 contains 39585 members 
Mstep: Class 20 contains 177565 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13045 members 
Mstep: Class 24 contains 9592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104064.000000 Penalty: 57601.605469
Iteration 97Q: 18 clusters Score -1.161041e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177287 members 
Mstep: Class 2 contains 4113 members 
Mstep: Class 3 contains 4378 members 
Mstep: Class 4 contains 51762 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10317 members 
Mstep: Class 11 contains 49537 members 
Mstep: Class 13 contains 154797 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 6981 members 
Mstep: Class 17 contains 155885 members 
Mstep: Class 18 contains 39600 members 
Mstep: Class 20 contains 177561 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 9522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104272.000000 Penalty: 57601.605469
Iteration 98Q: 18 clusters Score -1.161043e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177250 members 
Mstep: Class 2 contains 4115 members 
Mstep: Class 3 contains 4378 members 
Mstep: Class 4 contains 51748 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10326 members 
Mstep: Class 11 contains 49479 members 
Mstep: Class 13 contains 154983 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7006 members 
Mstep: Class 17 contains 155869 members 
Mstep: Class 18 contains 39613 members 
Mstep: Class 20 contains 177528 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13041 members 
Mstep: Class 24 contains 9448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104352.000000 Penalty: 57601.605469
Iteration 99Q: 18 clusters Score -1.161044e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177236 members 
Mstep: Class 2 contains 4116 members 
Mstep: Class 3 contains 4378 members 
Mstep: Class 4 contains 51733 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10327 members 
Mstep: Class 11 contains 49438 members 
Mstep: Class 13 contains 155151 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7016 members 
Mstep: Class 17 contains 155856 members 
Mstep: Class 18 contains 39619 members 
Mstep: Class 20 contains 177504 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13036 members 
Mstep: Class 24 contains 9374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104216.000000 Penalty: 57601.605469
Iteration 100F: 18 clusters Score -1.161042e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177193 members 
Mstep: Class 2 contains 4115 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 51728 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10333 members 
Mstep: Class 11 contains 49395 members 
Mstep: Class 13 contains 155334 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7032 members 
Mstep: Class 17 contains 155846 members 
Mstep: Class 18 contains 39628 members 
Mstep: Class 20 contains 177463 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13038 members 
Mstep: Class 24 contains 9300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104136.000000 Penalty: 57601.605469
Iteration 101Q: 18 clusters Score -1.161041e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177162 members 
Mstep: Class 2 contains 4115 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 51719 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10336 members 
Mstep: Class 11 contains 49352 members 
Mstep: Class 13 contains 155528 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7047 members 
Mstep: Class 17 contains 155830 members 
Mstep: Class 18 contains 39630 members 
Mstep: Class 20 contains 177417 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 9238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116104024.000000 Penalty: 57601.605469
Iteration 102Q: 18 clusters Score -1.16104e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177130 members 
Mstep: Class 2 contains 4115 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 51710 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10344 members 
Mstep: Class 11 contains 49309 members 
Mstep: Class 13 contains 155695 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7056 members 
Mstep: Class 17 contains 155813 members 
Mstep: Class 18 contains 39635 members 
Mstep: Class 20 contains 177385 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 9182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103912.000000 Penalty: 57601.605469
Iteration 103Q: 18 clusters Score -1.161039e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177105 members 
Mstep: Class 2 contains 4114 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 51703 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10353 members 
Mstep: Class 11 contains 49275 members 
Mstep: Class 13 contains 155832 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7067 members 
Mstep: Class 17 contains 155788 members 
Mstep: Class 18 contains 39656 members 
Mstep: Class 20 contains 177357 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13027 members 
Mstep: Class 24 contains 9128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103920.000000 Penalty: 57601.605469
Iteration 104Q: 18 clusters Score -1.161039e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177091 members 
Mstep: Class 2 contains 4110 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 51699 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10362 members 
Mstep: Class 11 contains 49240 members 
Mstep: Class 13 contains 155968 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7087 members 
Mstep: Class 17 contains 155751 members 
Mstep: Class 18 contains 39668 members 
Mstep: Class 20 contains 177331 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13022 members 
Mstep: Class 24 contains 9076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103872.000000 Penalty: 57601.605469
Iteration 105Q: 18 clusters Score -1.161039e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177097 members 
Mstep: Class 2 contains 4112 members 
Mstep: Class 3 contains 4380 members 
Mstep: Class 4 contains 51695 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10363 members 
Mstep: Class 11 contains 49203 members 
Mstep: Class 13 contains 156123 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7102 members 
Mstep: Class 17 contains 155680 members 
Mstep: Class 18 contains 39675 members 
Mstep: Class 20 contains 177291 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13024 members 
Mstep: Class 24 contains 9039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103896.000000 Penalty: 57601.605469
Iteration 106Q: 18 clusters Score -1.161039e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177079 members 
Mstep: Class 2 contains 4114 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 4 contains 51704 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10365 members 
Mstep: Class 11 contains 49173 members 
Mstep: Class 13 contains 156261 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7118 members 
Mstep: Class 17 contains 155598 members 
Mstep: Class 18 contains 39688 members 
Mstep: Class 20 contains 177278 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13024 members 
Mstep: Class 24 contains 9001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103960.000000 Penalty: 57601.605469
Iteration 107Q: 18 clusters Score -1.16104e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177080 members 
Mstep: Class 2 contains 4113 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 4 contains 51694 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10363 members 
Mstep: Class 11 contains 49140 members 
Mstep: Class 13 contains 156365 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7128 members 
Mstep: Class 17 contains 155541 members 
Mstep: Class 18 contains 39701 members 
Mstep: Class 20 contains 177301 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13026 members 
Mstep: Class 24 contains 8951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103712.000000 Penalty: 57601.605469
Iteration 108Q: 18 clusters Score -1.161037e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177090 members 
Mstep: Class 2 contains 4116 members 
Mstep: Class 3 contains 4383 members 
Mstep: Class 4 contains 51684 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10364 members 
Mstep: Class 11 contains 49099 members 
Mstep: Class 13 contains 156451 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7135 members 
Mstep: Class 17 contains 155489 members 
Mstep: Class 18 contains 39721 members 
Mstep: Class 20 contains 177312 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13029 members 
Mstep: Class 24 contains 8911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103528.000000 Penalty: 57601.605469
Iteration 109Q: 18 clusters Score -1.161035e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177097 members 
Mstep: Class 2 contains 4115 members 
Mstep: Class 3 contains 4384 members 
Mstep: Class 4 contains 51685 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10366 members 
Mstep: Class 11 contains 49057 members 
Mstep: Class 13 contains 156509 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7147 members 
Mstep: Class 17 contains 155453 members 
Mstep: Class 18 contains 39725 members 
Mstep: Class 20 contains 177342 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13030 members 
Mstep: Class 24 contains 8874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103680.000000 Penalty: 57601.605469
Iteration 110Q: 18 clusters Score -1.161037e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177092 members 
Mstep: Class 2 contains 4116 members 
Mstep: Class 3 contains 4385 members 
Mstep: Class 4 contains 51698 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10372 members 
Mstep: Class 11 contains 49033 members 
Mstep: Class 13 contains 156572 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7161 members 
Mstep: Class 17 contains 155409 members 
Mstep: Class 18 contains 39739 members 
Mstep: Class 20 contains 177333 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13026 members 
Mstep: Class 24 contains 8847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103680.000000 Penalty: 57601.605469
Iteration 111Q: 18 clusters Score -1.161037e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177091 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 4385 members 
Mstep: Class 4 contains 51707 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10374 members 
Mstep: Class 11 contains 49013 members 
Mstep: Class 13 contains 156619 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7166 members 
Mstep: Class 17 contains 155368 members 
Mstep: Class 18 contains 39754 members 
Mstep: Class 20 contains 177333 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13024 members 
Mstep: Class 24 contains 8830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103672.000000 Penalty: 57601.605469
Iteration 112Q: 18 clusters Score -1.161037e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177091 members 
Mstep: Class 2 contains 4124 members 
Mstep: Class 3 contains 4385 members 
Mstep: Class 4 contains 51711 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10376 members 
Mstep: Class 11 contains 48994 members 
Mstep: Class 13 contains 156678 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7167 members 
Mstep: Class 17 contains 155323 members 
Mstep: Class 18 contains 39762 members 
Mstep: Class 20 contains 177341 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13025 members 
Mstep: Class 24 contains 8806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103536.000000 Penalty: 57601.605469
Iteration 113Q: 18 clusters Score -1.161035e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177123 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 51719 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10379 members 
Mstep: Class 11 contains 48982 members 
Mstep: Class 13 contains 156710 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7162 members 
Mstep: Class 17 contains 155279 members 
Mstep: Class 18 contains 39770 members 
Mstep: Class 20 contains 177343 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13022 members 
Mstep: Class 24 contains 8781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103584.000000 Penalty: 57601.605469
Iteration 114Q: 18 clusters Score -1.161036e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177125 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 51720 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10384 members 
Mstep: Class 11 contains 48962 members 
Mstep: Class 13 contains 156766 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7165 members 
Mstep: Class 17 contains 155245 members 
Mstep: Class 18 contains 39782 members 
Mstep: Class 20 contains 177355 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13019 members 
Mstep: Class 24 contains 8745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103600.000000 Penalty: 57601.605469
Iteration 115Q: 18 clusters Score -1.161036e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177126 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 51721 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10390 members 
Mstep: Class 11 contains 48945 members 
Mstep: Class 13 contains 156827 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7174 members 
Mstep: Class 17 contains 155205 members 
Mstep: Class 18 contains 39790 members 
Mstep: Class 20 contains 177364 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13014 members 
Mstep: Class 24 contains 8714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103512.000000 Penalty: 57601.605469
Iteration 116Q: 18 clusters Score -1.161035e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177127 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 51729 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10392 members 
Mstep: Class 11 contains 48936 members 
Mstep: Class 13 contains 156890 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7185 members 
Mstep: Class 17 contains 155160 members 
Mstep: Class 18 contains 39801 members 
Mstep: Class 20 contains 177360 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13012 members 
Mstep: Class 24 contains 8679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103440.000000 Penalty: 57601.605469
Iteration 117Q: 18 clusters Score -1.161034e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177138 members 
Mstep: Class 2 contains 4125 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 51735 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10397 members 
Mstep: Class 11 contains 48927 members 
Mstep: Class 13 contains 156945 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7195 members 
Mstep: Class 17 contains 155126 members 
Mstep: Class 18 contains 39812 members 
Mstep: Class 20 contains 177346 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13014 members 
Mstep: Class 24 contains 8637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103488.000000 Penalty: 57601.605469
Iteration 118Q: 18 clusters Score -1.161035e+08 nChanged 319
Entering ConstructFrom: 
Score: -116103488.000000 Penalty: 57601.605469
Entering ConstructFrom: 
Trying to split cluster 1 (177136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177136 members 
Entering Unmasked Estep 
Score: -24380170.000000 Penalty: 2996.998779
	Iteration 0F: 2 clusters Score -2.438017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88539 members 
Mstep: Class 2 contains 88597 members 
Entering Unmasked Estep 
Score: -24264248.000000 Penalty: 5993.997559
	Iteration 0F: 3 clusters Score -2.426425e+07 nChanged 84940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85473 members 
Mstep: Class 2 contains 91663 members 
Entering Unmasked Estep 
Score: -24314242.000000 Penalty: 5993.997559
	Iteration 1F: 3 clusters Score -2.431424e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83709 members 
Mstep: Class 2 contains 93427 members 
Entering Unmasked Estep 
Score: -24315906.000000 Penalty: 5993.997559
	Iteration 2Q: 3 clusters Score -2.431591e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81014 members 
Mstep: Class 2 contains 96122 members 
Entering Unmasked Estep 
Score: -24318376.000000 Penalty: 5993.997559
	Iteration 3Q: 3 clusters Score -2.431838e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76997 members 
Mstep: Class 2 contains 100139 members 
Entering Unmasked Estep 
Score: -24321988.000000 Penalty: 5993.997559
	Iteration 4Q: 3 clusters Score -2.432199e+07 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71364 members 
Mstep: Class 2 contains 105772 members 
Entering Unmasked Estep 
Score: -24327488.000000 Penalty: 5993.997559
	Iteration 5F: 3 clusters Score -2.432749e+07 nChanged 11461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 112791 members 
Entering Unmasked Estep 
Score: -24335382.000000 Penalty: 5993.997559
	Iteration 6F: 3 clusters Score -2.433538e+07 nChanged 12355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56470 members 
Mstep: Class 2 contains 120666 members 
Entering Unmasked Estep 
Score: -24345204.000000 Penalty: 5993.997559
	Iteration 7F: 3 clusters Score -2.43452e+07 nChanged 11575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 128043 members 
Entering Unmasked Estep 
Score: -24355064.000000 Penalty: 5993.997559
	Iteration 8F: 3 clusters Score -2.435506e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 133241 members 
Entering Unmasked Estep 
Score: -24361606.000000 Penalty: 5993.997559
	Iteration 9F: 3 clusters Score -2.436161e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 136855 members 
Entering Unmasked Estep 
Score: -24364576.000000 Penalty: 5993.997559
	Iteration 10Q: 3 clusters Score -2.436458e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 139921 members 
Entering Unmasked Estep 
Score: -24366232.000000 Penalty: 5993.997559
	Iteration 11Q: 3 clusters Score -2.436623e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 142676 members 
Entering Unmasked Estep 
Score: -24367350.000000 Penalty: 5993.997559
	Iteration 12Q: 3 clusters Score -2.436735e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 145290 members 
Entering Unmasked Estep 
Score: -24368472.000000 Penalty: 5993.997559
	Iteration 13Q: 3 clusters Score -2.436847e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 147746 members 
Entering Unmasked Estep 
Score: -24369380.000000 Penalty: 5993.997559
	Iteration 14Q: 3 clusters Score -2.436938e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 150064 members 
Entering Unmasked Estep 
Score: -24370394.000000 Penalty: 5993.997559
	Iteration 15Q: 3 clusters Score -2.437039e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 152212 members 
Entering Unmasked Estep 
Score: -24371236.000000 Penalty: 5993.997559
	Iteration 16Q: 3 clusters Score -2.437124e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 154203 members 
Entering Unmasked Estep 
Score: -24371936.000000 Penalty: 5993.997559
	Iteration 17Q: 3 clusters Score -2.437194e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 156074 members 
Entering Unmasked Estep 
Score: -24372602.000000 Penalty: 5993.997559
	Iteration 18Q: 3 clusters Score -2.43726e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 157806 members 
Entering Unmasked Estep 
Score: -24373116.000000 Penalty: 5993.997559
	Iteration 19Q: 3 clusters Score -2.437312e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 159388 members 
Entering Unmasked Estep 
Score: -24373608.000000 Penalty: 5993.997559
	Iteration 20F: 3 clusters Score -2.437361e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 160852 members 
Entering Unmasked Estep 
Score: -24374316.000000 Penalty: 5993.997559
	Iteration 21Q: 3 clusters Score -2.437432e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 162134 members 
Entering Unmasked Estep 
Score: -24374710.000000 Penalty: 5993.997559
	Iteration 22Q: 3 clusters Score -2.437471e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 163367 members 
Entering Unmasked Estep 
Score: -24375194.000000 Penalty: 5993.997559
	Iteration 23Q: 3 clusters Score -2.437519e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 164478 members 
Entering Unmasked Estep 
Score: -24375396.000000 Penalty: 5993.997559
	Iteration 24Q: 3 clusters Score -2.43754e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 165514 members 
Entering Unmasked Estep 
Score: -24375750.000000 Penalty: 5993.997559
	Iteration 25Q: 3 clusters Score -2.437575e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 166481 members 
Entering Unmasked Estep 
Score: -24375854.000000 Penalty: 5993.997559
	Iteration 26Q: 3 clusters Score -2.437585e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 167321 members 
Entering Unmasked Estep 
Score: -24376054.000000 Penalty: 5993.997559
	Iteration 27Q: 3 clusters Score -2.437605e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 168116 members 
Entering Unmasked Estep 
Score: -24376278.000000 Penalty: 5993.997559
	Iteration 28Q: 3 clusters Score -2.437628e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 168837 members 
Entering Unmasked Estep 
Score: -24376484.000000 Penalty: 5993.997559
	Iteration 29Q: 3 clusters Score -2.437648e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 169465 members 
Entering Unmasked Estep 
Score: -24376694.000000 Penalty: 5993.997559
	Iteration 30Q: 3 clusters Score -2.437669e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 170016 members 
Entering Unmasked Estep 
Score: -24376826.000000 Penalty: 5993.997559
	Iteration 31Q: 3 clusters Score -2.437683e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 170521 members 
Entering Unmasked Estep 
Score: -24376966.000000 Penalty: 5993.997559
	Iteration 32Q: 3 clusters Score -2.437697e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 170964 members 
Entering Unmasked Estep 
Score: -24377086.000000 Penalty: 5993.997559
	Iteration 33Q: 3 clusters Score -2.437709e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 171350 members 
Entering Unmasked Estep 
Score: -24377188.000000 Penalty: 5993.997559
	Iteration 34Q: 3 clusters Score -2.437719e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 171677 members 
Entering Unmasked Estep 
Score: -24377300.000000 Penalty: 5993.997559
	Iteration 35Q: 3 clusters Score -2.43773e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 171969 members 
Entering Unmasked Estep 
Score: -24377374.000000 Penalty: 5993.997559
	Iteration 36Q: 3 clusters Score -2.437737e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 172241 members 
Entering Unmasked Estep 
Score: -24377406.000000 Penalty: 5993.997559
	Iteration 37Q: 3 clusters Score -2.437741e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 172483 members 
Entering Unmasked Estep 
Score: -24377454.000000 Penalty: 5993.997559
	Iteration 38Q: 3 clusters Score -2.437745e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 172711 members 
Entering Unmasked Estep 
Score: -24377536.000000 Penalty: 5993.997559
	Iteration 39Q: 3 clusters Score -2.437754e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 172935 members 
Entering Unmasked Estep 
Score: -24377586.000000 Penalty: 5993.997559
	Iteration 40F: 3 clusters Score -2.437759e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 173156 members 
Entering Unmasked Estep 
Score: -24377668.000000 Penalty: 5993.997559
	Iteration 41Q: 3 clusters Score -2.437767e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 173345 members 
Entering Unmasked Estep 
Score: -24377706.000000 Penalty: 5993.997559
	Iteration 42Q: 3 clusters Score -2.437771e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 173524 members 
Entering Unmasked Estep 
Score: -24377780.000000 Penalty: 5993.997559
	Iteration 43Q: 3 clusters Score -2.437778e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 173666 members 
Entering Unmasked Estep 
Score: -24377826.000000 Penalty: 5993.997559
	Iteration 44Q: 3 clusters Score -2.437783e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 173808 members 
Entering Unmasked Estep 
Score: -24377844.000000 Penalty: 5993.997559
	Iteration 45Q: 3 clusters Score -2.437784e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 173925 members 
Entering Unmasked Estep 
Score: -24377856.000000 Penalty: 5993.997559
	Iteration 46Q: 3 clusters Score -2.437786e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 174031 members 
Entering Unmasked Estep 
Score: -24377928.000000 Penalty: 5993.997559
	Iteration 47Q: 3 clusters Score -2.437793e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 174116 members 
Entering Unmasked Estep 
Score: -24377942.000000 Penalty: 5993.997559
	Iteration 48Q: 3 clusters Score -2.437794e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 174189 members 
Entering Unmasked Estep 
Score: -24377952.000000 Penalty: 5993.997559
	Iteration 49Q: 3 clusters Score -2.437795e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 174248 members 
Entering Unmasked Estep 
Score: -24377942.000000 Penalty: 5993.997559
	Iteration 50Q: 3 clusters Score -2.437794e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 174306 members 
Entering Unmasked Estep 
Score: -24377916.000000 Penalty: 5993.997559
	Iteration 51Q: 3 clusters Score -2.437792e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 174357 members 
Entering Unmasked Estep 
Score: -24377912.000000 Penalty: 5993.997559
	Iteration 52Q: 3 clusters Score -2.437791e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 174416 members 
Entering Unmasked Estep 
Score: -24377924.000000 Penalty: 5993.997559
	Iteration 53Q: 3 clusters Score -2.437792e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 174463 members 
Entering Unmasked Estep 
Score: -24377926.000000 Penalty: 5993.997559
	Iteration 54Q: 3 clusters Score -2.437793e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 174503 members 
Entering Unmasked Estep 
Score: -24377936.000000 Penalty: 5993.997559
	Iteration 55Q: 3 clusters Score -2.437794e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 174531 members 
Entering Unmasked Estep 
Score: -24377928.000000 Penalty: 5993.997559
	Iteration 56Q: 3 clusters Score -2.437793e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 174562 members 
Entering Unmasked Estep 
Score: -24377944.000000 Penalty: 5993.997559
	Iteration 57Q: 3 clusters Score -2.437794e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 174593 members 
Entering Unmasked Estep 
Score: -24377942.000000 Penalty: 5993.997559
	Iteration 58Q: 3 clusters Score -2.437794e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 174614 members 
Entering Unmasked Estep 
Score: -24377952.000000 Penalty: 5993.997559
	Iteration 59Q: 3 clusters Score -2.437795e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 174635 members 
Entering Unmasked Estep 
Score: -24377966.000000 Penalty: 5993.997559
	Iteration 60F: 3 clusters Score -2.437797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 174653 members 
Entering Unmasked Estep 
Score: -24377960.000000 Penalty: 5993.997559
	Iteration 61Q: 3 clusters Score -2.437796e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 174679 members 
Entering Unmasked Estep 
Score: -24377942.000000 Penalty: 5993.997559
	Iteration 62Q: 3 clusters Score -2.437794e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 174699 members 
Entering Unmasked Estep 
Score: -24377968.000000 Penalty: 5993.997559
	Iteration 63Q: 3 clusters Score -2.437797e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 174712 members 
Entering Unmasked Estep 
Score: -24377972.000000 Penalty: 5993.997559
	Iteration 64Q: 3 clusters Score -2.437797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 174723 members 
Entering Unmasked Estep 
Score: -24377984.000000 Penalty: 5993.997559
	Iteration 65Q: 3 clusters Score -2.437798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 174733 members 
Entering Unmasked Estep 
Score: -24377976.000000 Penalty: 5993.997559
	Iteration 66Q: 3 clusters Score -2.437798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 174741 members 
Entering Unmasked Estep 
Score: -24377970.000000 Penalty: 5993.997559
	Iteration 67Q: 3 clusters Score -2.437797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 174746 members 
Entering Unmasked Estep 
Score: -24377974.000000 Penalty: 5993.997559
	Iteration 68Q: 3 clusters Score -2.437797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 174751 members 
Entering Unmasked Estep 
Score: -24377982.000000 Penalty: 5993.997559
	Iteration 69Q: 3 clusters Score -2.437798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 174756 members 
Entering Unmasked Estep 
Score: -24377962.000000 Penalty: 5993.997559
	Iteration 70Q: 3 clusters Score -2.437796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 174757 members 
Entering Unmasked Estep 
Score: -24377954.000000 Penalty: 5993.997559
	Iteration 71Q: 3 clusters Score -2.437795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 174758 members 
Entering Unmasked Estep 
Score: -24377964.000000 Penalty: 5993.997559
	Iteration 72Q: 3 clusters Score -2.437796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 174759 members 
Entering Unmasked Estep 
Score: -24377968.000000 Penalty: 5993.997559
	Iteration 73Q: 3 clusters Score -2.437797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 174760 members 
Entering Unmasked Estep 
Score: -24377970.000000 Penalty: 5993.997559
	Iteration 74Q: 3 clusters Score -2.437797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 174760 members 
Entering Unmasked Estep 
Score: -24377970.000000 Penalty: 5993.997559
	Iteration 75F: 3 clusters Score -2.437797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Entering Unmasked Estep 
Score: -547839.062500 Penalty: 2064.495605
	Iteration 0F: 2 clusters Score -547839.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -543821.625000 Penalty: 4128.991211
	Iteration 0F: 3 clusters Score -543821.6 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -544774.937500 Penalty: 4128.991211
	Iteration 1F: 3 clusters Score -544774.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -544995.687500 Penalty: 4128.991211
	Iteration 2F: 3 clusters Score -544995.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -545136.812500 Penalty: 4128.991211
	Iteration 3F: 3 clusters Score -545136.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -545211.687500 Penalty: 4128.991211
	Iteration 4Q: 3 clusters Score -545211.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -545254.625000 Penalty: 4128.991211
	Iteration 5Q: 3 clusters Score -545254.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -545296.250000 Penalty: 4128.991211
	Iteration 6Q: 3 clusters Score -545296.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -545329.750000 Penalty: 4128.991211
	Iteration 7Q: 3 clusters Score -545329.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -545355.312500 Penalty: 4128.991211
	Iteration 8Q: 3 clusters Score -545355.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -545380.000000 Penalty: 4128.991211
	Iteration 9Q: 3 clusters Score -545380 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -545397.250000 Penalty: 4128.991211
	Iteration 10Q: 3 clusters Score -545397.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -545407.250000 Penalty: 4128.991211
	Iteration 11Q: 3 clusters Score -545407.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -545419.000000 Penalty: 4128.991211
	Iteration 12Q: 3 clusters Score -545419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -545435.562500 Penalty: 4128.991211
	Iteration 13Q: 3 clusters Score -545435.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -545449.687500 Penalty: 4128.991211
	Iteration 14Q: 3 clusters Score -545449.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -545463.687500 Penalty: 4128.991211
	Iteration 15Q: 3 clusters Score -545463.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -545474.562500 Penalty: 4128.991211
	Iteration 16Q: 3 clusters Score -545474.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -545488.375000 Penalty: 4128.991211
	Iteration 17Q: 3 clusters Score -545488.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -545499.187500 Penalty: 4128.991211
	Iteration 18Q: 3 clusters Score -545499.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -545511.437500 Penalty: 4128.991211
	Iteration 19Q: 3 clusters Score -545511.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -545527.062500 Penalty: 4128.991211
	Iteration 20F: 3 clusters Score -545527.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -545542.500000 Penalty: 4128.991211
	Iteration 21Q: 3 clusters Score -545542.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -545556.250000 Penalty: 4128.991211
	Iteration 22Q: 3 clusters Score -545556.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -545569.250000 Penalty: 4128.991211
	Iteration 23Q: 3 clusters Score -545569.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -545583.625000 Penalty: 4128.991211
	Iteration 24Q: 3 clusters Score -545583.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -545602.937500 Penalty: 4128.991211
	Iteration 25Q: 3 clusters Score -545602.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -545626.062500 Penalty: 4128.991211
	Iteration 26Q: 3 clusters Score -545626.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -545639.312500 Penalty: 4128.991211
	Iteration 27Q: 3 clusters Score -545639.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -545653.875000 Penalty: 4128.991211
	Iteration 28Q: 3 clusters Score -545653.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -545671.500000 Penalty: 4128.991211
	Iteration 29Q: 3 clusters Score -545671.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -545685.625000 Penalty: 4128.991211
	Iteration 30Q: 3 clusters Score -545685.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -545701.125000 Penalty: 4128.991211
	Iteration 31Q: 3 clusters Score -545701.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -545713.000000 Penalty: 4128.991211
	Iteration 32Q: 3 clusters Score -545713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -545722.562500 Penalty: 4128.991211
	Iteration 33Q: 3 clusters Score -545722.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -545730.187500 Penalty: 4128.991211
	Iteration 34Q: 3 clusters Score -545730.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -545741.000000 Penalty: 4128.991211
	Iteration 35Q: 3 clusters Score -545741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -545753.250000 Penalty: 4128.991211
	Iteration 36Q: 3 clusters Score -545753.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -545766.812500 Penalty: 4128.991211
	Iteration 37Q: 3 clusters Score -545766.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -545781.250000 Penalty: 4128.991211
	Iteration 38Q: 3 clusters Score -545781.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -545790.312500 Penalty: 4128.991211
	Iteration 39Q: 3 clusters Score -545790.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -545798.562500 Penalty: 4128.991211
	Iteration 40F: 3 clusters Score -545798.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -545808.312500 Penalty: 4128.991211
	Iteration 41Q: 3 clusters Score -545808.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -545821.062500 Penalty: 4128.991211
	Iteration 42Q: 3 clusters Score -545821.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -545837.750000 Penalty: 4128.991211
	Iteration 43Q: 3 clusters Score -545837.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -545856.375000 Penalty: 4128.991211
	Iteration 44Q: 3 clusters Score -545856.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -545870.437500 Penalty: 4128.991211
	Iteration 45Q: 3 clusters Score -545870.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -545883.000000 Penalty: 4128.991211
	Iteration 46Q: 3 clusters Score -545883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -545891.875000 Penalty: 4128.991211
	Iteration 47Q: 3 clusters Score -545891.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -545901.250000 Penalty: 4128.991211
	Iteration 48Q: 3 clusters Score -545901.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -545910.937500 Penalty: 4128.991211
	Iteration 49Q: 3 clusters Score -545910.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -545918.437500 Penalty: 4128.991211
	Iteration 50Q: 3 clusters Score -545918.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -545926.562500 Penalty: 4128.991211
	Iteration 51Q: 3 clusters Score -545926.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -545932.437500 Penalty: 4128.991211
	Iteration 52Q: 3 clusters Score -545932.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -545937.437500 Penalty: 4128.991211
	Iteration 53Q: 3 clusters Score -545937.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -545946.000000 Penalty: 4128.991211
	Iteration 54Q: 3 clusters Score -545946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -545957.812500 Penalty: 4128.991211
	Iteration 55Q: 3 clusters Score -545957.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -545973.187500 Penalty: 4128.991211
	Iteration 56Q: 3 clusters Score -545973.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -545990.000000 Penalty: 4128.991211
	Iteration 57Q: 3 clusters Score -545990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -545998.125000 Penalty: 4128.991211
	Iteration 58Q: 3 clusters Score -545998.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -546003.125000 Penalty: 4128.991211
	Iteration 59Q: 3 clusters Score -546003.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -546010.062500 Penalty: 4128.991211
	Iteration 60F: 3 clusters Score -546010.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -546018.312500 Penalty: 4128.991211
	Iteration 61Q: 3 clusters Score -546018.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -546024.125000 Penalty: 4128.991211
	Iteration 62Q: 3 clusters Score -546024.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -546026.687500 Penalty: 4128.991211
	Iteration 63Q: 3 clusters Score -546026.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -546027.937500 Penalty: 4128.991211
	Iteration 64Q: 3 clusters Score -546027.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -546029.437500 Penalty: 4128.991211
	Iteration 65Q: 3 clusters Score -546029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -546031.125000 Penalty: 4128.991211
	Iteration 66Q: 3 clusters Score -546031.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -546032.562500 Penalty: 4128.991211
	Iteration 67Q: 3 clusters Score -546032.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -546034.562500 Penalty: 4128.991211
	Iteration 68Q: 3 clusters Score -546034.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -546036.312500 Penalty: 4128.991211
	Iteration 69Q: 3 clusters Score -546036.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -546037.687500 Penalty: 4128.991211
	Iteration 70Q: 3 clusters Score -546037.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -546040.000000 Penalty: 4128.991211
	Iteration 71Q: 3 clusters Score -546040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -546041.062500 Penalty: 4128.991211
	Iteration 72Q: 3 clusters Score -546041.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -546041.875000 Penalty: 4128.991211
	Iteration 73Q: 3 clusters Score -546041.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -546043.937500 Penalty: 4128.991211
	Iteration 74Q: 3 clusters Score -546043.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -546045.437500 Penalty: 4128.991211
	Iteration 75Q: 3 clusters Score -546045.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -546048.125000 Penalty: 4128.991211
	Iteration 76Q: 3 clusters Score -546048.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -546049.062500 Penalty: 4128.991211
	Iteration 77Q: 3 clusters Score -546049.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -546049.062500 Penalty: 4128.991211
	Iteration 78F: 3 clusters Score -546049.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Entering Unmasked Estep 
Score: -578713.000000 Penalty: 2079.827393
	Iteration 0F: 2 clusters Score -578713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -574591.437500 Penalty: 4159.654785
	Iteration 0F: 3 clusters Score -574591.4 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -575457.312500 Penalty: 4159.654785
	Iteration 1F: 3 clusters Score -575457.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -575664.312500 Penalty: 4159.654785
	Iteration 2F: 3 clusters Score -575664.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -575811.625000 Penalty: 4159.654785
	Iteration 3Q: 3 clusters Score -575811.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -575940.562500 Penalty: 4159.654785
	Iteration 4Q: 3 clusters Score -575940.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -576079.937500 Penalty: 4159.654785
	Iteration 5Q: 3 clusters Score -576079.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -576193.187500 Penalty: 4159.654785
	Iteration 6Q: 3 clusters Score -576193.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -576301.000000 Penalty: 4159.654785
	Iteration 7Q: 3 clusters Score -576301 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -576388.375000 Penalty: 4159.654785
	Iteration 8Q: 3 clusters Score -576388.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -576463.562500 Penalty: 4159.654785
	Iteration 9Q: 3 clusters Score -576463.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -576523.687500 Penalty: 4159.654785
	Iteration 10Q: 3 clusters Score -576523.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -576583.562500 Penalty: 4159.654785
	Iteration 11Q: 3 clusters Score -576583.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -576643.750000 Penalty: 4159.654785
	Iteration 12Q: 3 clusters Score -576643.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -576691.437500 Penalty: 4159.654785
	Iteration 13Q: 3 clusters Score -576691.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -576724.125000 Penalty: 4159.654785
	Iteration 14Q: 3 clusters Score -576724.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -576765.062500 Penalty: 4159.654785
	Iteration 15Q: 3 clusters Score -576765.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -576797.562500 Penalty: 4159.654785
	Iteration 16Q: 3 clusters Score -576797.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -576836.187500 Penalty: 4159.654785
	Iteration 17Q: 3 clusters Score -576836.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -576877.812500 Penalty: 4159.654785
	Iteration 18Q: 3 clusters Score -576877.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -576906.937500 Penalty: 4159.654785
	Iteration 19Q: 3 clusters Score -576906.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -576927.937500 Penalty: 4159.654785
	Iteration 20F: 3 clusters Score -576927.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -576951.875000 Penalty: 4159.654785
	Iteration 21Q: 3 clusters Score -576951.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -576973.000000 Penalty: 4159.654785
	Iteration 22Q: 3 clusters Score -576973 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -576991.000000 Penalty: 4159.654785
	Iteration 23Q: 3 clusters Score -576991 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -577012.500000 Penalty: 4159.654785
	Iteration 24Q: 3 clusters Score -577012.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -577032.125000 Penalty: 4159.654785
	Iteration 25Q: 3 clusters Score -577032.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -577054.625000 Penalty: 4159.654785
	Iteration 26Q: 3 clusters Score -577054.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -577076.812500 Penalty: 4159.654785
	Iteration 27Q: 3 clusters Score -577076.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -577095.250000 Penalty: 4159.654785
	Iteration 28Q: 3 clusters Score -577095.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -577113.812500 Penalty: 4159.654785
	Iteration 29Q: 3 clusters Score -577113.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -577130.500000 Penalty: 4159.654785
	Iteration 30Q: 3 clusters Score -577130.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -577147.750000 Penalty: 4159.654785
	Iteration 31Q: 3 clusters Score -577147.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -577161.375000 Penalty: 4159.654785
	Iteration 32Q: 3 clusters Score -577161.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -577172.000000 Penalty: 4159.654785
	Iteration 33Q: 3 clusters Score -577172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -577183.437500 Penalty: 4159.654785
	Iteration 34Q: 3 clusters Score -577183.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -577191.812500 Penalty: 4159.654785
	Iteration 35Q: 3 clusters Score -577191.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -577197.187500 Penalty: 4159.654785
	Iteration 36Q: 3 clusters Score -577197.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -577202.312500 Penalty: 4159.654785
	Iteration 37Q: 3 clusters Score -577202.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -577209.562500 Penalty: 4159.654785
	Iteration 38Q: 3 clusters Score -577209.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -577213.562500 Penalty: 4159.654785
	Iteration 39Q: 3 clusters Score -577213.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -577221.250000 Penalty: 4159.654785
	Iteration 40F: 3 clusters Score -577221.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -577229.937500 Penalty: 4159.654785
	Iteration 41Q: 3 clusters Score -577229.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -577237.062500 Penalty: 4159.654785
	Iteration 42Q: 3 clusters Score -577237.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -577244.250000 Penalty: 4159.654785
	Iteration 43Q: 3 clusters Score -577244.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -577252.062500 Penalty: 4159.654785
	Iteration 44Q: 3 clusters Score -577252.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -577257.562500 Penalty: 4159.654785
	Iteration 45Q: 3 clusters Score -577257.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -577260.375000 Penalty: 4159.654785
	Iteration 46Q: 3 clusters Score -577260.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -577265.187500 Penalty: 4159.654785
	Iteration 47Q: 3 clusters Score -577265.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -577269.750000 Penalty: 4159.654785
	Iteration 48Q: 3 clusters Score -577269.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -577272.687500 Penalty: 4159.654785
	Iteration 49Q: 3 clusters Score -577272.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -577277.312500 Penalty: 4159.654785
	Iteration 50Q: 3 clusters Score -577277.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -577279.875000 Penalty: 4159.654785
	Iteration 51Q: 3 clusters Score -577279.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -577283.687500 Penalty: 4159.654785
	Iteration 52Q: 3 clusters Score -577283.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -577287.312500 Penalty: 4159.654785
	Iteration 53Q: 3 clusters Score -577287.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -577286.187500 Penalty: 4159.654785
	Iteration 54Q: 3 clusters Score -577286.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -577286.687500 Penalty: 4159.654785
	Iteration 55Q: 3 clusters Score -577286.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -577288.312500 Penalty: 4159.654785
	Iteration 56Q: 3 clusters Score -577288.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -577289.875000 Penalty: 4159.654785
	Iteration 57Q: 3 clusters Score -577289.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -577289.437500 Penalty: 4159.654785
	Iteration 58Q: 3 clusters Score -577289.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -577290.687500 Penalty: 4159.654785
	Iteration 59Q: 3 clusters Score -577290.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -577292.062500 Penalty: 4159.654785
	Iteration 60F: 3 clusters Score -577292.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -577291.375000 Penalty: 4159.654785
	Iteration 61Q: 3 clusters Score -577291.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -577292.187500 Penalty: 4159.654785
	Iteration 62Q: 3 clusters Score -577292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -577291.625000 Penalty: 4159.654785
	Iteration 63Q: 3 clusters Score -577291.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -577291.625000 Penalty: 4159.654785
	Iteration 64F: 3 clusters Score -577291.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Entering Unmasked Estep 
Score: -7203903.000000 Penalty: 2691.827148
	Iteration 0F: 2 clusters Score -7203903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -7169201.500000 Penalty: 5383.654297
	Iteration 0F: 3 clusters Score -7169202 nChanged 23828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -7182310.000000 Penalty: 5383.654297
	Iteration 1F: 3 clusters Score -7182310 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -7182875.000000 Penalty: 5383.654297
	Iteration 2Q: 3 clusters Score -7182875 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -7183389.000000 Penalty: 5383.654297
	Iteration 3Q: 3 clusters Score -7183389 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -7184025.500000 Penalty: 5383.654297
	Iteration 4Q: 3 clusters Score -7184026 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -7184828.000000 Penalty: 5383.654297
	Iteration 5Q: 3 clusters Score -7184828 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -7185944.500000 Penalty: 5383.654297
	Iteration 6Q: 3 clusters Score -7185944 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -7187746.000000 Penalty: 5383.654297
	Iteration 7F: 3 clusters Score -7187746 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -7190356.500000 Penalty: 5383.654297
	Iteration 8F: 3 clusters Score -7190356 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -7193578.000000 Penalty: 5383.654297
	Iteration 9F: 3 clusters Score -7193578 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -7196791.000000 Penalty: 5383.654297
	Iteration 10F: 3 clusters Score -7196791 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -7199280.500000 Penalty: 5383.654297
	Iteration 11Q: 3 clusters Score -7199280 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -7200738.000000 Penalty: 5383.654297
	Iteration 12Q: 3 clusters Score -7200738 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7201513.500000 Penalty: 5383.654297
	Iteration 13Q: 3 clusters Score -7201514 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7201934.500000 Penalty: 5383.654297
	Iteration 14Q: 3 clusters Score -7201934 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7202140.000000 Penalty: 5383.654297
	Iteration 15Q: 3 clusters Score -7202140 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7202259.500000 Penalty: 5383.654297
	Iteration 16Q: 3 clusters Score -7202260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7202307.500000 Penalty: 5383.654297
	Iteration 17Q: 3 clusters Score -7202308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -7202345.500000 Penalty: 5383.654297
	Iteration 18Q: 3 clusters Score -7202346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7202367.500000 Penalty: 5383.654297
	Iteration 19Q: 3 clusters Score -7202368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7202375.500000 Penalty: 5383.654297
	Iteration 20F: 3 clusters Score -7202376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7202393.500000 Penalty: 5383.654297
	Iteration 21Q: 3 clusters Score -7202394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7202391.000000 Penalty: 5383.654297
	Iteration 22Q: 3 clusters Score -7202391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7202398.000000 Penalty: 5383.654297
	Iteration 23Q: 3 clusters Score -7202398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7202396.500000 Penalty: 5383.654297
	Iteration 24Q: 3 clusters Score -7202396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7202397.500000 Penalty: 5383.654297
	Iteration 25Q: 3 clusters Score -7202398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7202402.500000 Penalty: 5383.654297
	Iteration 26Q: 3 clusters Score -7202402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7202400.000000 Penalty: 5383.654297
	Iteration 27Q: 3 clusters Score -7202400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7202402.000000 Penalty: 5383.654297
	Iteration 28Q: 3 clusters Score -7202402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7202403.000000 Penalty: 5383.654297
	Iteration 29Q: 3 clusters Score -7202403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7202403.000000 Penalty: 5383.654297
	Iteration 30F: 3 clusters Score -7202403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -56364.472656 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -56364.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54927.898438 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -54927.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55130.109375 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -55130.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55245.468750 Penalty: 3057.004150
	Iteration 2F: 3 clusters Score -55245.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -55284.464844 Penalty: 3057.004150
	Iteration 3Q: 3 clusters Score -55284.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -55302.261719 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -55302.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -55312.144531 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -55312.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -55317.164062 Penalty: 3057.004150
	Iteration 6Q: 3 clusters Score -55317.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -55325.656250 Penalty: 3057.004150
	Iteration 7Q: 3 clusters Score -55325.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -55328.210938 Penalty: 3057.004150
	Iteration 8Q: 3 clusters Score -55328.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -55328.210938 Penalty: 3057.004150
	Iteration 9F: 3 clusters Score -55328.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -50423.894531 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -50423.89 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 229 members 
Entering Unmasked Estep 
Score: -48985.464844 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -48985.46 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49157.890625 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -49157.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49310.621094 Penalty: 3005.324951
	Iteration 2F: 3 clusters Score -49310.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49409.660156 Penalty: 3005.324951
	Iteration 3F: 3 clusters Score -49409.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49487.078125 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -49487.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49649.414062 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -49649.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -49711.730469 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -49711.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -49766.750000 Penalty: 3005.324951
	Iteration 7Q: 3 clusters Score -49766.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -49795.882812 Penalty: 3005.324951
	Iteration 8Q: 3 clusters Score -49795.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -49823.796875 Penalty: 3005.324951
	Iteration 9Q: 3 clusters Score -49823.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49872.226562 Penalty: 3005.324951
	Iteration 10Q: 3 clusters Score -49872.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -49901.246094 Penalty: 3005.324951
	Iteration 11Q: 3 clusters Score -49901.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -49935.488281 Penalty: 3005.324951
	Iteration 12Q: 3 clusters Score -49935.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -49962.957031 Penalty: 3005.324951
	Iteration 13Q: 3 clusters Score -49962.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -49973.964844 Penalty: 3005.324951
	Iteration 14Q: 3 clusters Score -49973.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -49974.910156 Penalty: 3005.324951
	Iteration 15F: 3 clusters Score -49974.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -49978.906250 Penalty: 3005.324951
	Iteration 16Q: 3 clusters Score -49978.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -49984.613281 Penalty: 3005.324951
	Iteration 17Q: 3 clusters Score -49984.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -49984.613281 Penalty: 3005.324951
	Iteration 18F: 3 clusters Score -49984.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Entering Unmasked Estep 
Score: -1448211.750000 Penalty: 2293.843506
	Iteration 0F: 2 clusters Score -1448212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1440387.375000 Penalty: 4587.687012
	Iteration 0F: 3 clusters Score -1440387 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1442613.250000 Penalty: 4587.687012
	Iteration 1F: 3 clusters Score -1442613 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1442870.375000 Penalty: 4587.687012
	Iteration 2F: 3 clusters Score -1442870 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1443066.125000 Penalty: 4587.687012
	Iteration 3Q: 3 clusters Score -1443066 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1443229.000000 Penalty: 4587.687012
	Iteration 4Q: 3 clusters Score -1443229 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1443378.375000 Penalty: 4587.687012
	Iteration 5Q: 3 clusters Score -1443378 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1443532.000000 Penalty: 4587.687012
	Iteration 6Q: 3 clusters Score -1443532 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1443679.375000 Penalty: 4587.687012
	Iteration 7Q: 3 clusters Score -1443679 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1443812.875000 Penalty: 4587.687012
	Iteration 8Q: 3 clusters Score -1443813 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1443952.000000 Penalty: 4587.687012
	Iteration 9Q: 3 clusters Score -1443952 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1444103.375000 Penalty: 4587.687012
	Iteration 10Q: 3 clusters Score -1444103 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1444265.500000 Penalty: 4587.687012
	Iteration 11Q: 3 clusters Score -1444266 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1444417.125000 Penalty: 4587.687012
	Iteration 12Q: 3 clusters Score -1444417 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1444562.625000 Penalty: 4587.687012
	Iteration 13Q: 3 clusters Score -1444563 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1444690.125000 Penalty: 4587.687012
	Iteration 14Q: 3 clusters Score -1444690 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1444841.000000 Penalty: 4587.687012
	Iteration 15Q: 3 clusters Score -1444841 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1444969.750000 Penalty: 4587.687012
	Iteration 16Q: 3 clusters Score -1444970 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1445110.625000 Penalty: 4587.687012
	Iteration 17Q: 3 clusters Score -1445111 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1445246.375000 Penalty: 4587.687012
	Iteration 18Q: 3 clusters Score -1445246 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1445347.375000 Penalty: 4587.687012
	Iteration 19Q: 3 clusters Score -1445347 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1445444.750000 Penalty: 4587.687012
	Iteration 20F: 3 clusters Score -1445445 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1445555.750000 Penalty: 4587.687012
	Iteration 21Q: 3 clusters Score -1445556 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1445651.625000 Penalty: 4587.687012
	Iteration 22Q: 3 clusters Score -1445652 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1445732.000000 Penalty: 4587.687012
	Iteration 23Q: 3 clusters Score -1445732 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1445812.250000 Penalty: 4587.687012
	Iteration 24Q: 3 clusters Score -1445812 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1445877.500000 Penalty: 4587.687012
	Iteration 25Q: 3 clusters Score -1445878 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1445934.375000 Penalty: 4587.687012
	Iteration 26Q: 3 clusters Score -1445934 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1445977.750000 Penalty: 4587.687012
	Iteration 27Q: 3 clusters Score -1445978 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1446010.375000 Penalty: 4587.687012
	Iteration 28Q: 3 clusters Score -1446010 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1446039.625000 Penalty: 4587.687012
	Iteration 29Q: 3 clusters Score -1446040 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1446076.750000 Penalty: 4587.687012
	Iteration 30Q: 3 clusters Score -1446077 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1446101.000000 Penalty: 4587.687012
	Iteration 31Q: 3 clusters Score -1446101 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1446121.875000 Penalty: 4587.687012
	Iteration 32Q: 3 clusters Score -1446122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1446148.000000 Penalty: 4587.687012
	Iteration 33Q: 3 clusters Score -1446148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1446171.625000 Penalty: 4587.687012
	Iteration 34Q: 3 clusters Score -1446172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1446185.375000 Penalty: 4587.687012
	Iteration 35Q: 3 clusters Score -1446185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1446194.250000 Penalty: 4587.687012
	Iteration 36Q: 3 clusters Score -1446194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1446207.000000 Penalty: 4587.687012
	Iteration 37Q: 3 clusters Score -1446207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1446213.625000 Penalty: 4587.687012
	Iteration 38Q: 3 clusters Score -1446214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1446221.250000 Penalty: 4587.687012
	Iteration 39Q: 3 clusters Score -1446221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1446229.625000 Penalty: 4587.687012
	Iteration 40F: 3 clusters Score -1446230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1446239.500000 Penalty: 4587.687012
	Iteration 41Q: 3 clusters Score -1446240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1446249.250000 Penalty: 4587.687012
	Iteration 42Q: 3 clusters Score -1446249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1446260.500000 Penalty: 4587.687012
	Iteration 43Q: 3 clusters Score -1446260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1446269.750000 Penalty: 4587.687012
	Iteration 44Q: 3 clusters Score -1446270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1446281.500000 Penalty: 4587.687012
	Iteration 45Q: 3 clusters Score -1446282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1446288.750000 Penalty: 4587.687012
	Iteration 46Q: 3 clusters Score -1446289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1446299.625000 Penalty: 4587.687012
	Iteration 47Q: 3 clusters Score -1446300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1446307.250000 Penalty: 4587.687012
	Iteration 48Q: 3 clusters Score -1446307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1446314.125000 Penalty: 4587.687012
	Iteration 49Q: 3 clusters Score -1446314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1446315.750000 Penalty: 4587.687012
	Iteration 50Q: 3 clusters Score -1446316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1446318.625000 Penalty: 4587.687012
	Iteration 51Q: 3 clusters Score -1446319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1446319.125000 Penalty: 4587.687012
	Iteration 52Q: 3 clusters Score -1446319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1446319.500000 Penalty: 4587.687012
	Iteration 53Q: 3 clusters Score -1446320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1446321.125000 Penalty: 4587.687012
	Iteration 54Q: 3 clusters Score -1446321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1446322.250000 Penalty: 4587.687012
	Iteration 55Q: 3 clusters Score -1446322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1446325.500000 Penalty: 4587.687012
	Iteration 56Q: 3 clusters Score -1446326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1446326.000000 Penalty: 4587.687012
	Iteration 57Q: 3 clusters Score -1446326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1446330.250000 Penalty: 4587.687012
	Iteration 58Q: 3 clusters Score -1446330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1446330.500000 Penalty: 4587.687012
	Iteration 59Q: 3 clusters Score -1446330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1446331.375000 Penalty: 4587.687012
	Iteration 60F: 3 clusters Score -1446331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1446330.250000 Penalty: 4587.687012
	Iteration 61Q: 3 clusters Score -1446330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1446332.750000 Penalty: 4587.687012
	Iteration 62Q: 3 clusters Score -1446333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1446332.875000 Penalty: 4587.687012
	Iteration 63Q: 3 clusters Score -1446333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1446334.500000 Penalty: 4587.687012
	Iteration 64Q: 3 clusters Score -1446334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1446334.500000 Penalty: 4587.687012
	Iteration 65F: 3 clusters Score -1446334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Entering Unmasked Estep 
Score: -6575648.500000 Penalty: 2677.838867
	Iteration 0F: 2 clusters Score -6575648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -6542685.000000 Penalty: 5355.677734
	Iteration 0F: 3 clusters Score -6542685 nChanged 22633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -6554930.500000 Penalty: 5355.677734
	Iteration 1F: 3 clusters Score -6554930 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -6555408.500000 Penalty: 5355.677734
	Iteration 2Q: 3 clusters Score -6555408 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -6555800.000000 Penalty: 5355.677734
	Iteration 3Q: 3 clusters Score -6555800 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -6556225.500000 Penalty: 5355.677734
	Iteration 4Q: 3 clusters Score -6556226 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -6556572.500000 Penalty: 5355.677734
	Iteration 5Q: 3 clusters Score -6556572 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -6556932.500000 Penalty: 5355.677734
	Iteration 6Q: 3 clusters Score -6556932 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -6557326.500000 Penalty: 5355.677734
	Iteration 7Q: 3 clusters Score -6557326 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -6557783.000000 Penalty: 5355.677734
	Iteration 8Q: 3 clusters Score -6557783 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -6558335.500000 Penalty: 5355.677734
	Iteration 9Q: 3 clusters Score -6558336 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -6559147.500000 Penalty: 5355.677734
	Iteration 10Q: 3 clusters Score -6559148 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -6560305.500000 Penalty: 5355.677734
	Iteration 11Q: 3 clusters Score -6560306 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -6562059.000000 Penalty: 5355.677734
	Iteration 12F: 3 clusters Score -6562059 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -6564561.500000 Penalty: 5355.677734
	Iteration 13F: 3 clusters Score -6564562 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -6567489.000000 Penalty: 5355.677734
	Iteration 14F: 3 clusters Score -6567489 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -6570218.500000 Penalty: 5355.677734
	Iteration 15F: 3 clusters Score -6570218 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -6571974.500000 Penalty: 5355.677734
	Iteration 16Q: 3 clusters Score -6571974 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -6572730.500000 Penalty: 5355.677734
	Iteration 17Q: 3 clusters Score -6572730 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -6573025.000000 Penalty: 5355.677734
	Iteration 18Q: 3 clusters Score -6573025 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 48543 members 
Entering Unmasked Estep 
Score: -6573155.500000 Penalty: 5355.677734
	Iteration 19Q: 3 clusters Score -6573156 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -6573198.000000 Penalty: 5355.677734
	Iteration 20F: 3 clusters Score -6573198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -6573246.000000 Penalty: 5355.677734
	Iteration 21Q: 3 clusters Score -6573246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -6573275.500000 Penalty: 5355.677734
	Iteration 22Q: 3 clusters Score -6573276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -6573289.500000 Penalty: 5355.677734
	Iteration 23Q: 3 clusters Score -6573290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 48649 members 
Entering Unmasked Estep 
Score: -6573303.000000 Penalty: 5355.677734
	Iteration 24Q: 3 clusters Score -6573303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -6573316.000000 Penalty: 5355.677734
	Iteration 25Q: 3 clusters Score -6573316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -6573324.000000 Penalty: 5355.677734
	Iteration 26Q: 3 clusters Score -6573324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -6573333.000000 Penalty: 5355.677734
	Iteration 27Q: 3 clusters Score -6573333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -6573337.500000 Penalty: 5355.677734
	Iteration 28Q: 3 clusters Score -6573338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -6573339.000000 Penalty: 5355.677734
	Iteration 29Q: 3 clusters Score -6573339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -6573338.000000 Penalty: 5355.677734
	Iteration 30Q: 3 clusters Score -6573338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -6573346.000000 Penalty: 5355.677734
	Iteration 31Q: 3 clusters Score -6573346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -6573347.500000 Penalty: 5355.677734
	Iteration 32Q: 3 clusters Score -6573348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -6573351.000000 Penalty: 5355.677734
	Iteration 33Q: 3 clusters Score -6573351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -6573351.000000 Penalty: 5355.677734
	Iteration 34F: 3 clusters Score -6573351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (156998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156998 members 
Entering Unmasked Estep 
Score: -21609634.000000 Penalty: 2967.069092
	Iteration 0F: 2 clusters Score -2.160963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78531 members 
Mstep: Class 2 contains 78467 members 
Entering Unmasked Estep 
Score: -21505786.000000 Penalty: 5934.138184
	Iteration 0F: 3 clusters Score -2.150579e+07 nChanged 75017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79164 members 
Mstep: Class 2 contains 77834 members 
Entering Unmasked Estep 
Score: -21549196.000000 Penalty: 5934.138184
	Iteration 1F: 3 clusters Score -2.15492e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79674 members 
Mstep: Class 2 contains 77324 members 
Entering Unmasked Estep 
Score: -21549988.000000 Penalty: 5934.138184
	Iteration 2Q: 3 clusters Score -2.154999e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80365 members 
Mstep: Class 2 contains 76633 members 
Entering Unmasked Estep 
Score: -21550844.000000 Penalty: 5934.138184
	Iteration 3Q: 3 clusters Score -2.155084e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81317 members 
Mstep: Class 2 contains 75681 members 
Entering Unmasked Estep 
Score: -21551838.000000 Penalty: 5934.138184
	Iteration 4Q: 3 clusters Score -2.155184e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82786 members 
Mstep: Class 2 contains 74212 members 
Entering Unmasked Estep 
Score: -21553280.000000 Penalty: 5934.138184
	Iteration 5Q: 3 clusters Score -2.155328e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85010 members 
Mstep: Class 2 contains 71988 members 
Entering Unmasked Estep 
Score: -21555114.000000 Penalty: 5934.138184
	Iteration 6Q: 3 clusters Score -2.155511e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88205 members 
Mstep: Class 2 contains 68793 members 
Entering Unmasked Estep 
Score: -21558526.000000 Penalty: 5934.138184
	Iteration 7Q: 3 clusters Score -2.155853e+07 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92701 members 
Mstep: Class 2 contains 64297 members 
Entering Unmasked Estep 
Score: -21563576.000000 Penalty: 5934.138184
	Iteration 8F: 3 clusters Score -2.156358e+07 nChanged 10382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98365 members 
Mstep: Class 2 contains 58633 members 
Entering Unmasked Estep 
Score: -21571010.000000 Penalty: 5934.138184
	Iteration 9F: 3 clusters Score -2.157101e+07 nChanged 10960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104305 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -21579744.000000 Penalty: 5934.138184
	Iteration 10F: 3 clusters Score -2.157974e+07 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109137 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -21586748.000000 Penalty: 5934.138184
	Iteration 11F: 3 clusters Score -2.158675e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112574 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -21590828.000000 Penalty: 5934.138184
	Iteration 12Q: 3 clusters Score -2.159083e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115374 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -21592872.000000 Penalty: 5934.138184
	Iteration 13Q: 3 clusters Score -2.159287e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117944 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -21594436.000000 Penalty: 5934.138184
	Iteration 14Q: 3 clusters Score -2.159444e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120435 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -21595624.000000 Penalty: 5934.138184
	Iteration 15Q: 3 clusters Score -2.159562e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122862 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -21596852.000000 Penalty: 5934.138184
	Iteration 16Q: 3 clusters Score -2.159685e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125189 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -21597874.000000 Penalty: 5934.138184
	Iteration 17Q: 3 clusters Score -2.159787e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127417 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -21598816.000000 Penalty: 5934.138184
	Iteration 18Q: 3 clusters Score -2.159882e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129537 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -21599836.000000 Penalty: 5934.138184
	Iteration 19Q: 3 clusters Score -2.159984e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131541 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -21600624.000000 Penalty: 5934.138184
	Iteration 20F: 3 clusters Score -2.160062e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133472 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -21601410.000000 Penalty: 5934.138184
	Iteration 21Q: 3 clusters Score -2.160141e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135311 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -21602080.000000 Penalty: 5934.138184
	Iteration 22Q: 3 clusters Score -2.160208e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136997 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -21602692.000000 Penalty: 5934.138184
	Iteration 23Q: 3 clusters Score -2.160269e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138587 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -21603282.000000 Penalty: 5934.138184
	Iteration 24Q: 3 clusters Score -2.160328e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140118 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -21603864.000000 Penalty: 5934.138184
	Iteration 25Q: 3 clusters Score -2.160386e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141498 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -21604300.000000 Penalty: 5934.138184
	Iteration 26Q: 3 clusters Score -2.16043e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142803 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -21604692.000000 Penalty: 5934.138184
	Iteration 27Q: 3 clusters Score -2.160469e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143954 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -21605072.000000 Penalty: 5934.138184
	Iteration 28Q: 3 clusters Score -2.160507e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145038 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -21605320.000000 Penalty: 5934.138184
	Iteration 29Q: 3 clusters Score -2.160532e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146033 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -21605632.000000 Penalty: 5934.138184
	Iteration 30Q: 3 clusters Score -2.160563e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146906 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -21605906.000000 Penalty: 5934.138184
	Iteration 31Q: 3 clusters Score -2.160591e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147720 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -21606208.000000 Penalty: 5934.138184
	Iteration 32Q: 3 clusters Score -2.160621e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148486 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -21606362.000000 Penalty: 5934.138184
	Iteration 33Q: 3 clusters Score -2.160636e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149223 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -21606558.000000 Penalty: 5934.138184
	Iteration 34Q: 3 clusters Score -2.160656e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149904 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -21606642.000000 Penalty: 5934.138184
	Iteration 35Q: 3 clusters Score -2.160664e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150569 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -21606862.000000 Penalty: 5934.138184
	Iteration 36Q: 3 clusters Score -2.160686e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151162 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -21607032.000000 Penalty: 5934.138184
	Iteration 37Q: 3 clusters Score -2.160703e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151687 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -21607186.000000 Penalty: 5934.138184
	Iteration 38Q: 3 clusters Score -2.160719e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152106 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -21607316.000000 Penalty: 5934.138184
	Iteration 39Q: 3 clusters Score -2.160732e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152450 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -21607358.000000 Penalty: 5934.138184
	Iteration 40F: 3 clusters Score -2.160736e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152747 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -21607450.000000 Penalty: 5934.138184
	Iteration 41Q: 3 clusters Score -2.160745e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153025 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -21607508.000000 Penalty: 5934.138184
	Iteration 42Q: 3 clusters Score -2.160751e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153247 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -21607522.000000 Penalty: 5934.138184
	Iteration 43Q: 3 clusters Score -2.160752e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153446 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -21607564.000000 Penalty: 5934.138184
	Iteration 44Q: 3 clusters Score -2.160756e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153630 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -21607604.000000 Penalty: 5934.138184
	Iteration 45Q: 3 clusters Score -2.16076e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153789 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -21607620.000000 Penalty: 5934.138184
	Iteration 46Q: 3 clusters Score -2.160762e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153942 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -21607616.000000 Penalty: 5934.138184
	Iteration 47Q: 3 clusters Score -2.160762e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154088 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -21607652.000000 Penalty: 5934.138184
	Iteration 48Q: 3 clusters Score -2.160765e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154201 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -21607654.000000 Penalty: 5934.138184
	Iteration 49Q: 3 clusters Score -2.160765e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154319 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -21607642.000000 Penalty: 5934.138184
	Iteration 50Q: 3 clusters Score -2.160764e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154412 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -21607658.000000 Penalty: 5934.138184
	Iteration 51Q: 3 clusters Score -2.160766e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154485 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -21607708.000000 Penalty: 5934.138184
	Iteration 52Q: 3 clusters Score -2.160771e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154544 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -21607732.000000 Penalty: 5934.138184
	Iteration 53Q: 3 clusters Score -2.160773e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154595 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -21607734.000000 Penalty: 5934.138184
	Iteration 54Q: 3 clusters Score -2.160773e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154651 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -21607758.000000 Penalty: 5934.138184
	Iteration 55Q: 3 clusters Score -2.160776e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154697 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -21607732.000000 Penalty: 5934.138184
	Iteration 56Q: 3 clusters Score -2.160773e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154744 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -21607754.000000 Penalty: 5934.138184
	Iteration 57Q: 3 clusters Score -2.160775e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154785 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -21607760.000000 Penalty: 5934.138184
	Iteration 58Q: 3 clusters Score -2.160776e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154815 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -21607766.000000 Penalty: 5934.138184
	Iteration 59Q: 3 clusters Score -2.160777e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154841 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -21607794.000000 Penalty: 5934.138184
	Iteration 60F: 3 clusters Score -2.160779e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154869 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -21607776.000000 Penalty: 5934.138184
	Iteration 61Q: 3 clusters Score -2.160778e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154885 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -21607782.000000 Penalty: 5934.138184
	Iteration 62Q: 3 clusters Score -2.160778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154900 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -21607786.000000 Penalty: 5934.138184
	Iteration 63Q: 3 clusters Score -2.160779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154907 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -21607798.000000 Penalty: 5934.138184
	Iteration 64Q: 3 clusters Score -2.16078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154921 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -21607790.000000 Penalty: 5934.138184
	Iteration 65Q: 3 clusters Score -2.160779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154935 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -21607780.000000 Penalty: 5934.138184
	Iteration 66Q: 3 clusters Score -2.160778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154947 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -21607754.000000 Penalty: 5934.138184
	Iteration 67Q: 3 clusters Score -2.160775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154957 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -21607764.000000 Penalty: 5934.138184
	Iteration 68Q: 3 clusters Score -2.160776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154963 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -21607748.000000 Penalty: 5934.138184
	Iteration 69Q: 3 clusters Score -2.160775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154966 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -21607742.000000 Penalty: 5934.138184
	Iteration 70Q: 3 clusters Score -2.160774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154972 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -21607760.000000 Penalty: 5934.138184
	Iteration 71Q: 3 clusters Score -2.160776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154977 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -21607756.000000 Penalty: 5934.138184
	Iteration 72Q: 3 clusters Score -2.160776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154981 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -21607756.000000 Penalty: 5934.138184
	Iteration 73Q: 3 clusters Score -2.160776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154983 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -21607764.000000 Penalty: 5934.138184
	Iteration 74Q: 3 clusters Score -2.160776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154985 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -21607768.000000 Penalty: 5934.138184
	Iteration 75Q: 3 clusters Score -2.160777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154985 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -21607768.000000 Penalty: 5934.138184
	Iteration 76F: 3 clusters Score -2.160777e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -106785.328125 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -106785.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -105006.914062 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -105006.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -105313.203125 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -105313.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105446.601562 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -105446.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -105514.023438 Penalty: 3343.883545
	Iteration 3Q: 3 clusters Score -105514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -105549.945312 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -105549.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -105586.968750 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -105587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -105630.445312 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -105630.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -105703.343750 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -105703.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -105797.046875 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -105797 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -105991.734375 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -105991.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -106339.023438 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -106339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -106570.625000 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -106570.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -106666.765625 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -106666.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -106696.046875 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -106696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -106704.500000 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -106704.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -106712.765625 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -106712.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -106723.148438 Penalty: 3343.883545
	Iteration 16Q: 3 clusters Score -106723.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -106730.359375 Penalty: 3343.883545
	Iteration 17Q: 3 clusters Score -106730.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -106734.343750 Penalty: 3343.883545
	Iteration 18Q: 3 clusters Score -106734.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -106735.101562 Penalty: 3343.883545
	Iteration 19F: 3 clusters Score -106735.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -106737.156250 Penalty: 3343.883545
	Iteration 20F: 3 clusters Score -106737.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -106742.414062 Penalty: 3343.883545
	Iteration 21Q: 3 clusters Score -106742.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -106747.218750 Penalty: 3343.883545
	Iteration 22Q: 3 clusters Score -106747.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -106756.953125 Penalty: 3343.883545
	Iteration 23Q: 3 clusters Score -106757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -106760.195312 Penalty: 3343.883545
	Iteration 24Q: 3 clusters Score -106760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -106764.468750 Penalty: 3343.883545
	Iteration 25Q: 3 clusters Score -106764.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -106769.617188 Penalty: 3343.883545
	Iteration 26Q: 3 clusters Score -106769.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -106771.695312 Penalty: 3343.883545
	Iteration 27Q: 3 clusters Score -106771.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -106771.695312 Penalty: 3343.883545
	Iteration 28F: 3 clusters Score -106771.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Entering Unmasked Estep 
Score: -992429.812500 Penalty: 2202.419678
	Iteration 0F: 2 clusters Score -992429.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -986461.812500 Penalty: 4404.839355
	Iteration 0F: 3 clusters Score -986461.8 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -987981.687500 Penalty: 4404.839355
	Iteration 1F: 3 clusters Score -987981.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -988209.125000 Penalty: 4404.839355
	Iteration 2F: 3 clusters Score -988209.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -988367.875000 Penalty: 4404.839355
	Iteration 3Q: 3 clusters Score -988367.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -988496.500000 Penalty: 4404.839355
	Iteration 4Q: 3 clusters Score -988496.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -988632.375000 Penalty: 4404.839355
	Iteration 5Q: 3 clusters Score -988632.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -988771.875000 Penalty: 4404.839355
	Iteration 6Q: 3 clusters Score -988771.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -988914.875000 Penalty: 4404.839355
	Iteration 7Q: 3 clusters Score -988914.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -989069.500000 Penalty: 4404.839355
	Iteration 8Q: 3 clusters Score -989069.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -989239.437500 Penalty: 4404.839355
	Iteration 9Q: 3 clusters Score -989239.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -989401.250000 Penalty: 4404.839355
	Iteration 10Q: 3 clusters Score -989401.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -989586.125000 Penalty: 4404.839355
	Iteration 11Q: 3 clusters Score -989586.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -989779.125000 Penalty: 4404.839355
	Iteration 12Q: 3 clusters Score -989779.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -989946.687500 Penalty: 4404.839355
	Iteration 13Q: 3 clusters Score -989946.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -990123.562500 Penalty: 4404.839355
	Iteration 14Q: 3 clusters Score -990123.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -990314.125000 Penalty: 4404.839355
	Iteration 15Q: 3 clusters Score -990314.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -990449.687500 Penalty: 4404.839355
	Iteration 16Q: 3 clusters Score -990449.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -990519.500000 Penalty: 4404.839355
	Iteration 17Q: 3 clusters Score -990519.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -990559.812500 Penalty: 4404.839355
	Iteration 18Q: 3 clusters Score -990559.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -990587.437500 Penalty: 4404.839355
	Iteration 19Q: 3 clusters Score -990587.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -990606.125000 Penalty: 4404.839355
	Iteration 20F: 3 clusters Score -990606.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -990621.500000 Penalty: 4404.839355
	Iteration 21Q: 3 clusters Score -990621.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -990631.062500 Penalty: 4404.839355
	Iteration 22Q: 3 clusters Score -990631.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -990636.125000 Penalty: 4404.839355
	Iteration 23Q: 3 clusters Score -990636.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -990641.562500 Penalty: 4404.839355
	Iteration 24Q: 3 clusters Score -990641.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -990642.625000 Penalty: 4404.839355
	Iteration 25Q: 3 clusters Score -990642.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -990643.750000 Penalty: 4404.839355
	Iteration 26Q: 3 clusters Score -990643.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -990646.062500 Penalty: 4404.839355
	Iteration 27Q: 3 clusters Score -990646.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -990645.687500 Penalty: 4404.839355
	Iteration 28Q: 3 clusters Score -990645.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -990648.875000 Penalty: 4404.839355
	Iteration 29Q: 3 clusters Score -990648.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -990649.250000 Penalty: 4404.839355
	Iteration 30Q: 3 clusters Score -990649.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -990649.375000 Penalty: 4404.839355
	Iteration 31Q: 3 clusters Score -990649.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -990650.000000 Penalty: 4404.839355
	Iteration 32Q: 3 clusters Score -990650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -990650.000000 Penalty: 4404.839355
	Iteration 33F: 3 clusters Score -990650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (155091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155091 members 
Entering Unmasked Estep 
Score: -21339468.000000 Penalty: 2964.038086
	Iteration 0F: 2 clusters Score -2.133947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77392 members 
Mstep: Class 2 contains 77699 members 
Entering Unmasked Estep 
Score: -21236578.000000 Penalty: 5928.076172
	Iteration 0F: 3 clusters Score -2.123658e+07 nChanged 74105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75455 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -21279856.000000 Penalty: 5928.076172
	Iteration 1F: 3 clusters Score -2.127986e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74452 members 
Mstep: Class 2 contains 80639 members 
Entering Unmasked Estep 
Score: -21280924.000000 Penalty: 5928.076172
	Iteration 2Q: 3 clusters Score -2.128092e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73134 members 
Mstep: Class 2 contains 81957 members 
Entering Unmasked Estep 
Score: -21282102.000000 Penalty: 5928.076172
	Iteration 3Q: 3 clusters Score -2.12821e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71104 members 
Mstep: Class 2 contains 83987 members 
Entering Unmasked Estep 
Score: -21283714.000000 Penalty: 5928.076172
	Iteration 4Q: 3 clusters Score -2.128371e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68120 members 
Mstep: Class 2 contains 86971 members 
Entering Unmasked Estep 
Score: -21286362.000000 Penalty: 5928.076172
	Iteration 5Q: 3 clusters Score -2.128636e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63945 members 
Mstep: Class 2 contains 91146 members 
Entering Unmasked Estep 
Score: -21290060.000000 Penalty: 5928.076172
	Iteration 6Q: 3 clusters Score -2.129006e+07 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58508 members 
Mstep: Class 2 contains 96583 members 
Entering Unmasked Estep 
Score: -21295270.000000 Penalty: 5928.076172
	Iteration 7F: 3 clusters Score -2.129527e+07 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 102807 members 
Entering Unmasked Estep 
Score: -21301858.000000 Penalty: 5928.076172
	Iteration 8F: 3 clusters Score -2.130186e+07 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 109013 members 
Entering Unmasked Estep 
Score: -21308538.000000 Penalty: 5928.076172
	Iteration 9F: 3 clusters Score -2.130854e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 114400 members 
Entering Unmasked Estep 
Score: -21314132.000000 Penalty: 5928.076172
	Iteration 10F: 3 clusters Score -2.131413e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 118753 members 
Entering Unmasked Estep 
Score: -21317876.000000 Penalty: 5928.076172
	Iteration 11Q: 3 clusters Score -2.131788e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 122445 members 
Entering Unmasked Estep 
Score: -21320378.000000 Penalty: 5928.076172
	Iteration 12Q: 3 clusters Score -2.132038e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 125849 members 
Entering Unmasked Estep 
Score: -21322170.000000 Penalty: 5928.076172
	Iteration 13Q: 3 clusters Score -2.132217e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 129102 members 
Entering Unmasked Estep 
Score: -21323824.000000 Penalty: 5928.076172
	Iteration 14Q: 3 clusters Score -2.132382e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 132324 members 
Entering Unmasked Estep 
Score: -21325232.000000 Penalty: 5928.076172
	Iteration 15Q: 3 clusters Score -2.132523e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 135604 members 
Entering Unmasked Estep 
Score: -21326704.000000 Penalty: 5928.076172
	Iteration 16Q: 3 clusters Score -2.13267e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 138814 members 
Entering Unmasked Estep 
Score: -21328208.000000 Penalty: 5928.076172
	Iteration 17Q: 3 clusters Score -2.132821e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 141988 members 
Entering Unmasked Estep 
Score: -21329938.000000 Penalty: 5928.076172
	Iteration 18Q: 3 clusters Score -2.132994e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 144767 members 
Entering Unmasked Estep 
Score: -21331302.000000 Penalty: 5928.076172
	Iteration 19Q: 3 clusters Score -2.13313e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 147171 members 
Entering Unmasked Estep 
Score: -21332724.000000 Penalty: 5928.076172
	Iteration 20F: 3 clusters Score -2.133272e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 149164 members 
Entering Unmasked Estep 
Score: -21333824.000000 Penalty: 5928.076172
	Iteration 21Q: 3 clusters Score -2.133382e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 150739 members 
Entering Unmasked Estep 
Score: -21334790.000000 Penalty: 5928.076172
	Iteration 22Q: 3 clusters Score -2.133479e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 151882 members 
Entering Unmasked Estep 
Score: -21335344.000000 Penalty: 5928.076172
	Iteration 23Q: 3 clusters Score -2.133534e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 152711 members 
Entering Unmasked Estep 
Score: -21335860.000000 Penalty: 5928.076172
	Iteration 24Q: 3 clusters Score -2.133586e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 153266 members 
Entering Unmasked Estep 
Score: -21336170.000000 Penalty: 5928.076172
	Iteration 25Q: 3 clusters Score -2.133617e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 153631 members 
Entering Unmasked Estep 
Score: -21336462.000000 Penalty: 5928.076172
	Iteration 26Q: 3 clusters Score -2.133646e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 153863 members 
Entering Unmasked Estep 
Score: -21336592.000000 Penalty: 5928.076172
	Iteration 27Q: 3 clusters Score -2.133659e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 154036 members 
Entering Unmasked Estep 
Score: -21336676.000000 Penalty: 5928.076172
	Iteration 28Q: 3 clusters Score -2.133668e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 154150 members 
Entering Unmasked Estep 
Score: -21336748.000000 Penalty: 5928.076172
	Iteration 29Q: 3 clusters Score -2.133675e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 154237 members 
Entering Unmasked Estep 
Score: -21336812.000000 Penalty: 5928.076172
	Iteration 30Q: 3 clusters Score -2.133681e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 154298 members 
Entering Unmasked Estep 
Score: -21336860.000000 Penalty: 5928.076172
	Iteration 31Q: 3 clusters Score -2.133686e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 154334 members 
Entering Unmasked Estep 
Score: -21336868.000000 Penalty: 5928.076172
	Iteration 32Q: 3 clusters Score -2.133687e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 154361 members 
Entering Unmasked Estep 
Score: -21336882.000000 Penalty: 5928.076172
	Iteration 33Q: 3 clusters Score -2.133688e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 154396 members 
Entering Unmasked Estep 
Score: -21336878.000000 Penalty: 5928.076172
	Iteration 34Q: 3 clusters Score -2.133688e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 154428 members 
Entering Unmasked Estep 
Score: -21336938.000000 Penalty: 5928.076172
	Iteration 35Q: 3 clusters Score -2.133694e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 154447 members 
Entering Unmasked Estep 
Score: -21336952.000000 Penalty: 5928.076172
	Iteration 36Q: 3 clusters Score -2.133695e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 154462 members 
Entering Unmasked Estep 
Score: -21336960.000000 Penalty: 5928.076172
	Iteration 37Q: 3 clusters Score -2.133696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 154470 members 
Entering Unmasked Estep 
Score: -21336974.000000 Penalty: 5928.076172
	Iteration 38Q: 3 clusters Score -2.133697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 154479 members 
Entering Unmasked Estep 
Score: -21336986.000000 Penalty: 5928.076172
	Iteration 39Q: 3 clusters Score -2.133699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 154484 members 
Entering Unmasked Estep 
Score: -21336980.000000 Penalty: 5928.076172
	Iteration 40F: 3 clusters Score -2.133698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 154487 members 
Entering Unmasked Estep 
Score: -21336990.000000 Penalty: 5928.076172
	Iteration 41Q: 3 clusters Score -2.133699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 154494 members 
Entering Unmasked Estep 
Score: -21336992.000000 Penalty: 5928.076172
	Iteration 42Q: 3 clusters Score -2.133699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 154503 members 
Entering Unmasked Estep 
Score: -21336990.000000 Penalty: 5928.076172
	Iteration 43Q: 3 clusters Score -2.133699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 154506 members 
Entering Unmasked Estep 
Score: -21337002.000000 Penalty: 5928.076172
	Iteration 44Q: 3 clusters Score -2.1337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 154512 members 
Entering Unmasked Estep 
Score: -21336998.000000 Penalty: 5928.076172
	Iteration 45Q: 3 clusters Score -2.1337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 154517 members 
Entering Unmasked Estep 
Score: -21337004.000000 Penalty: 5928.076172
	Iteration 46Q: 3 clusters Score -2.1337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 154519 members 
Entering Unmasked Estep 
Score: -21337020.000000 Penalty: 5928.076172
	Iteration 47Q: 3 clusters Score -2.133702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 154520 members 
Entering Unmasked Estep 
Score: -21337016.000000 Penalty: 5928.076172
	Iteration 48Q: 3 clusters Score -2.133702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 154522 members 
Entering Unmasked Estep 
Score: -21337010.000000 Penalty: 5928.076172
	Iteration 49Q: 3 clusters Score -2.133701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 154523 members 
Entering Unmasked Estep 
Score: -21337012.000000 Penalty: 5928.076172
	Iteration 50Q: 3 clusters Score -2.133701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 154524 members 
Entering Unmasked Estep 
Score: -21337024.000000 Penalty: 5928.076172
	Iteration 51Q: 3 clusters Score -2.133702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 154523 members 
Entering Unmasked Estep 
Score: -21337022.000000 Penalty: 5928.076172
	Iteration 52Q: 3 clusters Score -2.133702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 154523 members 
Entering Unmasked Estep 
Score: -21337022.000000 Penalty: 5928.076172
	Iteration 53F: 3 clusters Score -2.133702e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Entering Unmasked Estep 
Score: -5552660.500000 Penalty: 2626.846924
	Iteration 0F: 2 clusters Score -5552660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -5525439.500000 Penalty: 5253.693848
	Iteration 0F: 3 clusters Score -5525440 nChanged 18300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -5535628.500000 Penalty: 5253.693848
	Iteration 1F: 3 clusters Score -5535628 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -5535975.500000 Penalty: 5253.693848
	Iteration 2Q: 3 clusters Score -5535976 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -5536296.500000 Penalty: 5253.693848
	Iteration 3Q: 3 clusters Score -5536296 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -5536569.500000 Penalty: 5253.693848
	Iteration 4Q: 3 clusters Score -5536570 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -5536871.500000 Penalty: 5253.693848
	Iteration 5Q: 3 clusters Score -5536872 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -5537170.500000 Penalty: 5253.693848
	Iteration 6Q: 3 clusters Score -5537170 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -5537581.500000 Penalty: 5253.693848
	Iteration 7Q: 3 clusters Score -5537582 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -5538180.500000 Penalty: 5253.693848
	Iteration 8Q: 3 clusters Score -5538180 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -5539097.500000 Penalty: 5253.693848
	Iteration 9Q: 3 clusters Score -5539098 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -5540303.000000 Penalty: 5253.693848
	Iteration 10Q: 3 clusters Score -5540303 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -5541849.500000 Penalty: 5253.693848
	Iteration 11F: 3 clusters Score -5541850 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -5543628.500000 Penalty: 5253.693848
	Iteration 12F: 3 clusters Score -5543628 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -5545419.500000 Penalty: 5253.693848
	Iteration 13F: 3 clusters Score -5545420 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -5546953.500000 Penalty: 5253.693848
	Iteration 14Q: 3 clusters Score -5546954 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -5547933.000000 Penalty: 5253.693848
	Iteration 15Q: 3 clusters Score -5547933 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -5548658.500000 Penalty: 5253.693848
	Iteration 16Q: 3 clusters Score -5548658 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -5549116.000000 Penalty: 5253.693848
	Iteration 17Q: 3 clusters Score -5549116 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5549416.000000 Penalty: 5253.693848
	Iteration 18Q: 3 clusters Score -5549416 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5549648.500000 Penalty: 5253.693848
	Iteration 19Q: 3 clusters Score -5549648 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5549809.000000 Penalty: 5253.693848
	Iteration 20F: 3 clusters Score -5549809 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5549947.000000 Penalty: 5253.693848
	Iteration 21Q: 3 clusters Score -5549947 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5550050.500000 Penalty: 5253.693848
	Iteration 22Q: 3 clusters Score -5550050 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5550139.500000 Penalty: 5253.693848
	Iteration 23Q: 3 clusters Score -5550140 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5550198.500000 Penalty: 5253.693848
	Iteration 24Q: 3 clusters Score -5550198 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5550261.000000 Penalty: 5253.693848
	Iteration 25Q: 3 clusters Score -5550261 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5550286.500000 Penalty: 5253.693848
	Iteration 26Q: 3 clusters Score -5550286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5550306.500000 Penalty: 5253.693848
	Iteration 27Q: 3 clusters Score -5550306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5550333.500000 Penalty: 5253.693848
	Iteration 28Q: 3 clusters Score -5550334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5550358.500000 Penalty: 5253.693848
	Iteration 29Q: 3 clusters Score -5550358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5550362.500000 Penalty: 5253.693848
	Iteration 30Q: 3 clusters Score -5550362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5550361.000000 Penalty: 5253.693848
	Iteration 31Q: 3 clusters Score -5550361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5550368.500000 Penalty: 5253.693848
	Iteration 32Q: 3 clusters Score -5550368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5550373.000000 Penalty: 5253.693848
	Iteration 33Q: 3 clusters Score -5550373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5550371.000000 Penalty: 5253.693848
	Iteration 34Q: 3 clusters Score -5550371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5550374.000000 Penalty: 5253.693848
	Iteration 35Q: 3 clusters Score -5550374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5550376.000000 Penalty: 5253.693848
	Iteration 36Q: 3 clusters Score -5550376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5550383.500000 Penalty: 5253.693848
	Iteration 37Q: 3 clusters Score -5550384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5550391.000000 Penalty: 5253.693848
	Iteration 38Q: 3 clusters Score -5550391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5550395.500000 Penalty: 5253.693848
	Iteration 39Q: 3 clusters Score -5550396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5550402.000000 Penalty: 5253.693848
	Iteration 40F: 3 clusters Score -5550402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5550412.000000 Penalty: 5253.693848
	Iteration 41Q: 3 clusters Score -5550412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5550413.000000 Penalty: 5253.693848
	Iteration 42Q: 3 clusters Score -5550413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5550413.000000 Penalty: 5253.693848
	Iteration 43F: 3 clusters Score -5550413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (177346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177346 members 
Entering Unmasked Estep 
Score: -24316710.000000 Penalty: 2997.292969
	Iteration 0F: 2 clusters Score -2.431671e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88437 members 
Mstep: Class 2 contains 88909 members 
Entering Unmasked Estep 
Score: -24202094.000000 Penalty: 5994.585938
	Iteration 0F: 3 clusters Score -2.420209e+07 nChanged 85032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85249 members 
Mstep: Class 2 contains 92097 members 
Entering Unmasked Estep 
Score: -24251152.000000 Penalty: 5994.585938
	Iteration 1F: 3 clusters Score -2.425115e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82682 members 
Mstep: Class 2 contains 94664 members 
Entering Unmasked Estep 
Score: -24251966.000000 Penalty: 5994.585938
	Iteration 2Q: 3 clusters Score -2.425197e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78628 members 
Mstep: Class 2 contains 98718 members 
Entering Unmasked Estep 
Score: -24253318.000000 Penalty: 5994.585938
	Iteration 3Q: 3 clusters Score -2.425332e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72306 members 
Mstep: Class 2 contains 105040 members 
Entering Unmasked Estep 
Score: -24255876.000000 Penalty: 5994.585938
	Iteration 4Q: 3 clusters Score -2.425588e+07 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 114505 members 
Entering Unmasked Estep 
Score: -24260812.000000 Penalty: 5994.585938
	Iteration 5F: 3 clusters Score -2.426081e+07 nChanged 13428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 127875 members 
Entering Unmasked Estep 
Score: -24270336.000000 Penalty: 5994.585938
	Iteration 6F: 3 clusters Score -2.427034e+07 nChanged 17117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 144986 members 
Entering Unmasked Estep 
Score: -24285452.000000 Penalty: 5994.585938
	Iteration 7F: 3 clusters Score -2.428545e+07 nChanged 16678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 161662 members 
Entering Unmasked Estep 
Score: -24301524.000000 Penalty: 5994.585938
	Iteration 8F: 3 clusters Score -2.430152e+07 nChanged 10544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 172204 members 
Entering Unmasked Estep 
Score: -24310374.000000 Penalty: 5994.585938
	Iteration 9F: 3 clusters Score -2.431037e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 175956 members 
Entering Unmasked Estep 
Score: -24313078.000000 Penalty: 5994.585938
	Iteration 10Q: 3 clusters Score -2.431308e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 176834 members 
Entering Unmasked Estep 
Score: -24313632.000000 Penalty: 5994.585938
	Iteration 11Q: 3 clusters Score -2.431363e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 177041 members 
Entering Unmasked Estep 
Score: -24313842.000000 Penalty: 5994.585938
	Iteration 12Q: 3 clusters Score -2.431384e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 177100 members 
Entering Unmasked Estep 
Score: -24313966.000000 Penalty: 5994.585938
	Iteration 13Q: 3 clusters Score -2.431397e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 177116 members 
Entering Unmasked Estep 
Score: -24314016.000000 Penalty: 5994.585938
	Iteration 14Q: 3 clusters Score -2.431402e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 177126 members 
Entering Unmasked Estep 
Score: -24314028.000000 Penalty: 5994.585938
	Iteration 15Q: 3 clusters Score -2.431403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 177128 members 
Entering Unmasked Estep 
Score: -24314018.000000 Penalty: 5994.585938
	Iteration 16Q: 3 clusters Score -2.431402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 177130 members 
Entering Unmasked Estep 
Score: -24314034.000000 Penalty: 5994.585938
	Iteration 17Q: 3 clusters Score -2.431403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 177130 members 
Entering Unmasked Estep 
Score: -24314034.000000 Penalty: 5994.585938
	Iteration 18Q: 3 clusters Score -2.431403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 177129 members 
Entering Unmasked Estep 
Score: -24314024.000000 Penalty: 5994.585938
	Iteration 19Q: 3 clusters Score -2.431402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 177127 members 
Entering Unmasked Estep 
Score: -24314036.000000 Penalty: 5994.585938
	Iteration 20F: 3 clusters Score -2.431404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 177127 members 
Entering Unmasked Estep 
Score: -24314036.000000 Penalty: 5994.585938
	Iteration 21Q: 3 clusters Score -2.431404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 177127 members 
Entering Unmasked Estep 
Score: -24314030.000000 Penalty: 5994.585938
	Iteration 22Q: 3 clusters Score -2.431403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 177126 members 
Entering Unmasked Estep 
Score: -24314038.000000 Penalty: 5994.585938
	Iteration 23Q: 3 clusters Score -2.431404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 177126 members 
Entering Unmasked Estep 
Score: -24314038.000000 Penalty: 5994.585938
	Iteration 24F: 3 clusters Score -2.431404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Entering Unmasked Estep 
Score: -214533.421875 Penalty: 1842.226685
	Iteration 0F: 2 clusters Score -214533.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -212086.593750 Penalty: 3684.453369
	Iteration 0F: 3 clusters Score -212086.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -212556.625000 Penalty: 3684.453369
	Iteration 1F: 3 clusters Score -212556.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -212757.109375 Penalty: 3684.453369
	Iteration 2F: 3 clusters Score -212757.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -212885.609375 Penalty: 3684.453369
	Iteration 3F: 3 clusters Score -212885.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -212972.546875 Penalty: 3684.453369
	Iteration 4Q: 3 clusters Score -212972.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -213039.703125 Penalty: 3684.453369
	Iteration 5Q: 3 clusters Score -213039.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -213122.437500 Penalty: 3684.453369
	Iteration 6Q: 3 clusters Score -213122.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -213204.750000 Penalty: 3684.453369
	Iteration 7Q: 3 clusters Score -213204.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -213283.562500 Penalty: 3684.453369
	Iteration 8Q: 3 clusters Score -213283.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -213419.812500 Penalty: 3684.453369
	Iteration 9Q: 3 clusters Score -213419.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -213649.703125 Penalty: 3684.453369
	Iteration 10Q: 3 clusters Score -213649.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -213909.375000 Penalty: 3684.453369
	Iteration 11Q: 3 clusters Score -213909.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -214033.000000 Penalty: 3684.453369
	Iteration 12Q: 3 clusters Score -214033 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -214115.046875 Penalty: 3684.453369
	Iteration 13Q: 3 clusters Score -214115 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -214269.828125 Penalty: 3684.453369
	Iteration 14Q: 3 clusters Score -214269.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -214564.890625 Penalty: 3684.453369
	Iteration 15Q: 3 clusters Score -214564.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -214702.125000 Penalty: 3684.453369
	Iteration 16Q: 3 clusters Score -214702.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -214722.937500 Penalty: 3684.453369
	Iteration 17Q: 3 clusters Score -214722.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -214727.609375 Penalty: 3684.453369
	Iteration 18Q: 3 clusters Score -214727.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -214729.468750 Penalty: 3684.453369
	Iteration 19Q: 3 clusters Score -214729.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -214731.609375 Penalty: 3684.453369
	Iteration 20F: 3 clusters Score -214731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -214732.812500 Penalty: 3684.453369
	Iteration 21Q: 3 clusters Score -214732.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -214732.812500 Penalty: 3684.453369
	Iteration 22F: 3 clusters Score -214732.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177136 members 
Mstep: Class 2 contains 4124 members 
Mstep: Class 3 contains 4387 members 
Mstep: Class 4 contains 51748 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10398 members 
Mstep: Class 8 contains 907 members 
Mstep: Class 11 contains 48910 members 
Mstep: Class 13 contains 156998 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7192 members 
Mstep: Class 17 contains 155091 members 
Mstep: Class 18 contains 39820 members 
Mstep: Class 20 contains 177346 members 
Mstep: Class 22 contains 776 members 
Mstep: Class 23 contains 13018 members 
Mstep: Class 24 contains 8615 members 
Entering Unmasked Estep 
Score: -116102200.000000 Penalty: 60989.933594
Splitting cluster 22 changes total score from -116103488.000000 to -116102200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (13018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Entering Unmasked Estep 
Score: -1728514.375000 Penalty: 2349.573975
	Iteration 0F: 2 clusters Score -1728514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1718963.125000 Penalty: 4699.147949
	Iteration 0F: 3 clusters Score -1718963 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1721894.375000 Penalty: 4699.147949
	Iteration 1F: 3 clusters Score -1721894 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1722301.750000 Penalty: 4699.147949
	Iteration 2F: 3 clusters Score -1722302 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1722638.250000 Penalty: 4699.147949
	Iteration 3F: 3 clusters Score -1722638 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1722932.250000 Penalty: 4699.147949
	Iteration 4Q: 3 clusters Score -1722932 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1723220.875000 Penalty: 4699.147949
	Iteration 5Q: 3 clusters Score -1723221 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1723510.500000 Penalty: 4699.147949
	Iteration 6Q: 3 clusters Score -1723510 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1723747.750000 Penalty: 4699.147949
	Iteration 7Q: 3 clusters Score -1723748 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1723978.000000 Penalty: 4699.147949
	Iteration 8Q: 3 clusters Score -1723978 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1724190.000000 Penalty: 4699.147949
	Iteration 9Q: 3 clusters Score -1724190 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1724400.250000 Penalty: 4699.147949
	Iteration 10Q: 3 clusters Score -1724400 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1724585.500000 Penalty: 4699.147949
	Iteration 11Q: 3 clusters Score -1724586 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1724715.500000 Penalty: 4699.147949
	Iteration 12Q: 3 clusters Score -1724716 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1724825.375000 Penalty: 4699.147949
	Iteration 13Q: 3 clusters Score -1724825 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1724931.375000 Penalty: 4699.147949
	Iteration 14Q: 3 clusters Score -1724931 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1725043.000000 Penalty: 4699.147949
	Iteration 15Q: 3 clusters Score -1725043 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1725148.375000 Penalty: 4699.147949
	Iteration 16Q: 3 clusters Score -1725148 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1725257.625000 Penalty: 4699.147949
	Iteration 17Q: 3 clusters Score -1725258 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1725358.875000 Penalty: 4699.147949
	Iteration 18Q: 3 clusters Score -1725359 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1725459.250000 Penalty: 4699.147949
	Iteration 19Q: 3 clusters Score -1725459 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1725545.250000 Penalty: 4699.147949
	Iteration 20F: 3 clusters Score -1725545 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1725628.000000 Penalty: 4699.147949
	Iteration 21Q: 3 clusters Score -1725628 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1725717.375000 Penalty: 4699.147949
	Iteration 22Q: 3 clusters Score -1725717 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1725805.750000 Penalty: 4699.147949
	Iteration 23Q: 3 clusters Score -1725806 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1725869.000000 Penalty: 4699.147949
	Iteration 24Q: 3 clusters Score -1725869 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1725927.500000 Penalty: 4699.147949
	Iteration 25Q: 3 clusters Score -1725928 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1725992.250000 Penalty: 4699.147949
	Iteration 26Q: 3 clusters Score -1725992 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1726050.750000 Penalty: 4699.147949
	Iteration 27Q: 3 clusters Score -1726051 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1726123.000000 Penalty: 4699.147949
	Iteration 28Q: 3 clusters Score -1726123 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1726180.000000 Penalty: 4699.147949
	Iteration 29Q: 3 clusters Score -1726180 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1726234.125000 Penalty: 4699.147949
	Iteration 30Q: 3 clusters Score -1726234 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1726288.250000 Penalty: 4699.147949
	Iteration 31Q: 3 clusters Score -1726288 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1726364.875000 Penalty: 4699.147949
	Iteration 32Q: 3 clusters Score -1726365 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1726437.625000 Penalty: 4699.147949
	Iteration 33Q: 3 clusters Score -1726438 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1726506.125000 Penalty: 4699.147949
	Iteration 34Q: 3 clusters Score -1726506 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1726551.000000 Penalty: 4699.147949
	Iteration 35Q: 3 clusters Score -1726551 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1726589.875000 Penalty: 4699.147949
	Iteration 36Q: 3 clusters Score -1726590 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1726621.750000 Penalty: 4699.147949
	Iteration 37Q: 3 clusters Score -1726622 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1726637.000000 Penalty: 4699.147949
	Iteration 38Q: 3 clusters Score -1726637 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1726659.000000 Penalty: 4699.147949
	Iteration 39Q: 3 clusters Score -1726659 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1726686.875000 Penalty: 4699.147949
	Iteration 40F: 3 clusters Score -1726687 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1726716.250000 Penalty: 4699.147949
	Iteration 41Q: 3 clusters Score -1726716 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1726738.625000 Penalty: 4699.147949
	Iteration 42Q: 3 clusters Score -1726739 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1726761.750000 Penalty: 4699.147949
	Iteration 43Q: 3 clusters Score -1726762 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1726786.000000 Penalty: 4699.147949
	Iteration 44Q: 3 clusters Score -1726786 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1726804.250000 Penalty: 4699.147949
	Iteration 45Q: 3 clusters Score -1726804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1726810.750000 Penalty: 4699.147949
	Iteration 46Q: 3 clusters Score -1726811 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1726824.250000 Penalty: 4699.147949
	Iteration 47Q: 3 clusters Score -1726824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1726829.250000 Penalty: 4699.147949
	Iteration 48Q: 3 clusters Score -1726829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1726834.875000 Penalty: 4699.147949
	Iteration 49Q: 3 clusters Score -1726835 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1726843.625000 Penalty: 4699.147949
	Iteration 50Q: 3 clusters Score -1726844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1726852.875000 Penalty: 4699.147949
	Iteration 51Q: 3 clusters Score -1726853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1726859.000000 Penalty: 4699.147949
	Iteration 52Q: 3 clusters Score -1726859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1726871.000000 Penalty: 4699.147949
	Iteration 53Q: 3 clusters Score -1726871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1726873.250000 Penalty: 4699.147949
	Iteration 54Q: 3 clusters Score -1726873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1726878.375000 Penalty: 4699.147949
	Iteration 55Q: 3 clusters Score -1726878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1726881.625000 Penalty: 4699.147949
	Iteration 56Q: 3 clusters Score -1726882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1726880.000000 Penalty: 4699.147949
	Iteration 57Q: 3 clusters Score -1726880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1726883.375000 Penalty: 4699.147949
	Iteration 58Q: 3 clusters Score -1726883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1726886.750000 Penalty: 4699.147949
	Iteration 59Q: 3 clusters Score -1726887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1726889.000000 Penalty: 4699.147949
	Iteration 60F: 3 clusters Score -1726889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1726889.375000 Penalty: 4699.147949
	Iteration 61Q: 3 clusters Score -1726889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1726891.375000 Penalty: 4699.147949
	Iteration 62Q: 3 clusters Score -1726891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1726892.375000 Penalty: 4699.147949
	Iteration 63Q: 3 clusters Score -1726892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1726893.375000 Penalty: 4699.147949
	Iteration 64Q: 3 clusters Score -1726893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1726897.625000 Penalty: 4699.147949
	Iteration 65Q: 3 clusters Score -1726898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1726900.000000 Penalty: 4699.147949
	Iteration 66Q: 3 clusters Score -1726900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1726903.375000 Penalty: 4699.147949
	Iteration 67Q: 3 clusters Score -1726903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1726903.500000 Penalty: 4699.147949
	Iteration 68Q: 3 clusters Score -1726904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1726905.250000 Penalty: 4699.147949
	Iteration 69Q: 3 clusters Score -1726905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1726905.000000 Penalty: 4699.147949
	Iteration 70Q: 3 clusters Score -1726905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1726904.250000 Penalty: 4699.147949
	Iteration 71Q: 3 clusters Score -1726904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1726904.750000 Penalty: 4699.147949
	Iteration 72Q: 3 clusters Score -1726905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1726900.000000 Penalty: 4699.147949
	Iteration 73Q: 3 clusters Score -1726900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1726903.875000 Penalty: 4699.147949
	Iteration 74Q: 3 clusters Score -1726904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1726904.500000 Penalty: 4699.147949
	Iteration 75Q: 3 clusters Score -1726904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1726907.125000 Penalty: 4699.147949
	Iteration 76Q: 3 clusters Score -1726907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1726903.000000 Penalty: 4699.147949
	Iteration 77Q: 3 clusters Score -1726903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1726906.250000 Penalty: 4699.147949
	Iteration 78Q: 3 clusters Score -1726906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1726907.750000 Penalty: 4699.147949
	Iteration 79Q: 3 clusters Score -1726908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1726905.750000 Penalty: 4699.147949
	Iteration 80F: 3 clusters Score -1726906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Entering Unmasked Estep 
Score: -1180242.625000 Penalty: 2247.192627
	Iteration 0F: 2 clusters Score -1180243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1173421.000000 Penalty: 4494.385254
	Iteration 0F: 3 clusters Score -1173421 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1175264.375000 Penalty: 4494.385254
	Iteration 1F: 3 clusters Score -1175264 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1175525.375000 Penalty: 4494.385254
	Iteration 2F: 3 clusters Score -1175525 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1175743.750000 Penalty: 4494.385254
	Iteration 3F: 3 clusters Score -1175744 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1175953.500000 Penalty: 4494.385254
	Iteration 4Q: 3 clusters Score -1175954 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1176186.125000 Penalty: 4494.385254
	Iteration 5Q: 3 clusters Score -1176186 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1176472.875000 Penalty: 4494.385254
	Iteration 6Q: 3 clusters Score -1176473 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1176791.250000 Penalty: 4494.385254
	Iteration 7Q: 3 clusters Score -1176791 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1177172.500000 Penalty: 4494.385254
	Iteration 8F: 3 clusters Score -1177172 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1177498.625000 Penalty: 4494.385254
	Iteration 9Q: 3 clusters Score -1177499 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1177756.125000 Penalty: 4494.385254
	Iteration 10Q: 3 clusters Score -1177756 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1177943.875000 Penalty: 4494.385254
	Iteration 11Q: 3 clusters Score -1177944 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1178071.625000 Penalty: 4494.385254
	Iteration 12Q: 3 clusters Score -1178072 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1178164.625000 Penalty: 4494.385254
	Iteration 13Q: 3 clusters Score -1178165 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1178222.625000 Penalty: 4494.385254
	Iteration 14Q: 3 clusters Score -1178223 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1178264.875000 Penalty: 4494.385254
	Iteration 15Q: 3 clusters Score -1178265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1178295.375000 Penalty: 4494.385254
	Iteration 16Q: 3 clusters Score -1178295 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1178320.875000 Penalty: 4494.385254
	Iteration 17Q: 3 clusters Score -1178321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1178336.125000 Penalty: 4494.385254
	Iteration 18Q: 3 clusters Score -1178336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1178357.750000 Penalty: 4494.385254
	Iteration 19Q: 3 clusters Score -1178358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1178373.750000 Penalty: 4494.385254
	Iteration 20F: 3 clusters Score -1178374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1178387.750000 Penalty: 4494.385254
	Iteration 21Q: 3 clusters Score -1178388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1178410.625000 Penalty: 4494.385254
	Iteration 22Q: 3 clusters Score -1178411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1178431.125000 Penalty: 4494.385254
	Iteration 23Q: 3 clusters Score -1178431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1178436.875000 Penalty: 4494.385254
	Iteration 24Q: 3 clusters Score -1178437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1178442.875000 Penalty: 4494.385254
	Iteration 25Q: 3 clusters Score -1178443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1178444.500000 Penalty: 4494.385254
	Iteration 26Q: 3 clusters Score -1178444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1178447.000000 Penalty: 4494.385254
	Iteration 27Q: 3 clusters Score -1178447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1178447.000000 Penalty: 4494.385254
	Iteration 28F: 3 clusters Score -1178447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177136 members 
Mstep: Class 2 contains 4124 members 
Mstep: Class 3 contains 4387 members 
Mstep: Class 4 contains 51748 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10398 members 
Mstep: Class 11 contains 48910 members 
Mstep: Class 13 contains 156998 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7192 members 
Mstep: Class 17 contains 155091 members 
Mstep: Class 18 contains 39820 members 
Mstep: Class 20 contains 177346 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13018 members 
Mstep: Class 24 contains 8615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103520.000000 Penalty: 57601.605469
Iteration 119Q: 18 clusters Score -1.161035e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177105 members 
Mstep: Class 2 contains 4124 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 4 contains 51755 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10397 members 
Mstep: Class 11 contains 48891 members 
Mstep: Class 13 contains 157059 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7193 members 
Mstep: Class 17 contains 155066 members 
Mstep: Class 18 contains 39836 members 
Mstep: Class 20 contains 177358 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13016 members 
Mstep: Class 24 contains 8595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103512.000000 Penalty: 57601.605469
Iteration 120F: 18 clusters Score -1.161035e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177073 members 
Mstep: Class 2 contains 4122 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51757 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10392 members 
Mstep: Class 11 contains 48878 members 
Mstep: Class 13 contains 157135 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7192 members 
Mstep: Class 17 contains 155030 members 
Mstep: Class 18 contains 39837 members 
Mstep: Class 20 contains 177377 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13017 members 
Mstep: Class 24 contains 8582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103552.000000 Penalty: 57601.605469
Iteration 121Q: 18 clusters Score -1.161036e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177047 members 
Mstep: Class 2 contains 4123 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51757 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10393 members 
Mstep: Class 11 contains 48866 members 
Mstep: Class 13 contains 157191 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7188 members 
Mstep: Class 17 contains 155005 members 
Mstep: Class 18 contains 39840 members 
Mstep: Class 20 contains 177392 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13015 members 
Mstep: Class 24 contains 8575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103472.000000 Penalty: 57601.605469
Iteration 122Q: 18 clusters Score -1.161035e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177021 members 
Mstep: Class 2 contains 4123 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51758 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10395 members 
Mstep: Class 11 contains 48854 members 
Mstep: Class 13 contains 157233 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7188 members 
Mstep: Class 17 contains 154992 members 
Mstep: Class 18 contains 39843 members 
Mstep: Class 20 contains 177400 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13016 members 
Mstep: Class 24 contains 8569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103448.000000 Penalty: 57601.605469
Iteration 123Q: 18 clusters Score -1.161034e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176993 members 
Mstep: Class 2 contains 4123 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51759 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10396 members 
Mstep: Class 11 contains 48845 members 
Mstep: Class 13 contains 157280 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 7186 members 
Mstep: Class 17 contains 154986 members 
Mstep: Class 18 contains 39847 members 
Mstep: Class 20 contains 177399 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13016 members 
Mstep: Class 24 contains 8562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103472.000000 Penalty: 57601.605469
Iteration 124Q: 18 clusters Score -1.161035e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176967 members 
Mstep: Class 2 contains 4125 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51758 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10400 members 
Mstep: Class 11 contains 48838 members 
Mstep: Class 13 contains 157341 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7184 members 
Mstep: Class 17 contains 154967 members 
Mstep: Class 18 contains 39851 members 
Mstep: Class 20 contains 177385 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13016 members 
Mstep: Class 24 contains 8559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103368.000000 Penalty: 57601.605469
Iteration 125Q: 18 clusters Score -1.161034e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176951 members 
Mstep: Class 2 contains 4124 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51759 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10400 members 
Mstep: Class 11 contains 48831 members 
Mstep: Class 13 contains 157393 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7182 members 
Mstep: Class 17 contains 154950 members 
Mstep: Class 18 contains 39854 members 
Mstep: Class 20 contains 177377 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13014 members 
Mstep: Class 24 contains 8556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103456.000000 Penalty: 57601.605469
Iteration 126Q: 18 clusters Score -1.161035e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176929 members 
Mstep: Class 2 contains 4124 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51761 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10400 members 
Mstep: Class 11 contains 48821 members 
Mstep: Class 13 contains 157454 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7178 members 
Mstep: Class 17 contains 154940 members 
Mstep: Class 18 contains 39857 members 
Mstep: Class 20 contains 177361 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13014 members 
Mstep: Class 24 contains 8552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103368.000000 Penalty: 57601.605469
Iteration 127Q: 18 clusters Score -1.161034e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176900 members 
Mstep: Class 2 contains 4124 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51761 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10398 members 
Mstep: Class 11 contains 48813 members 
Mstep: Class 13 contains 157526 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7176 members 
Mstep: Class 17 contains 154921 members 
Mstep: Class 18 contains 39861 members 
Mstep: Class 20 contains 177347 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13014 members 
Mstep: Class 24 contains 8550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103392.000000 Penalty: 57601.605469
Iteration 128Q: 18 clusters Score -1.161034e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176878 members 
Mstep: Class 2 contains 4124 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51761 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10395 members 
Mstep: Class 11 contains 48806 members 
Mstep: Class 13 contains 157576 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154918 members 
Mstep: Class 18 contains 39871 members 
Mstep: Class 20 contains 177328 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13013 members 
Mstep: Class 24 contains 8546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103336.000000 Penalty: 57601.605469
Iteration 129Q: 18 clusters Score -1.161033e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176871 members 
Mstep: Class 2 contains 4124 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51758 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10394 members 
Mstep: Class 11 contains 48798 members 
Mstep: Class 13 contains 157630 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154909 members 
Mstep: Class 18 contains 39873 members 
Mstep: Class 20 contains 177305 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13013 members 
Mstep: Class 24 contains 8541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103336.000000 Penalty: 57601.605469
Iteration 130Q: 18 clusters Score -1.161033e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176854 members 
Mstep: Class 2 contains 4122 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51752 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10396 members 
Mstep: Class 11 contains 48790 members 
Mstep: Class 13 contains 157695 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7173 members 
Mstep: Class 17 contains 154895 members 
Mstep: Class 18 contains 39881 members 
Mstep: Class 20 contains 177284 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13011 members 
Mstep: Class 24 contains 8538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103296.000000 Penalty: 57601.605469
Iteration 131Q: 18 clusters Score -1.161033e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176828 members 
Mstep: Class 2 contains 4122 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51753 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10400 members 
Mstep: Class 11 contains 48787 members 
Mstep: Class 13 contains 157740 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7172 members 
Mstep: Class 17 contains 154895 members 
Mstep: Class 18 contains 39889 members 
Mstep: Class 20 contains 177265 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13008 members 
Mstep: Class 24 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103208.000000 Penalty: 57601.605469
Iteration 132Q: 18 clusters Score -1.161032e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176802 members 
Mstep: Class 2 contains 4122 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51760 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10399 members 
Mstep: Class 11 contains 48780 members 
Mstep: Class 13 contains 157792 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7172 members 
Mstep: Class 17 contains 154889 members 
Mstep: Class 18 contains 39897 members 
Mstep: Class 20 contains 177247 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13007 members 
Mstep: Class 24 contains 8524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103184.000000 Penalty: 57601.605469
Iteration 133Q: 18 clusters Score -1.161032e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176791 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51765 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10400 members 
Mstep: Class 11 contains 48770 members 
Mstep: Class 13 contains 157833 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7173 members 
Mstep: Class 17 contains 154881 members 
Mstep: Class 18 contains 39905 members 
Mstep: Class 20 contains 177233 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13004 members 
Mstep: Class 24 contains 8518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103088.000000 Penalty: 57601.605469
Iteration 134Q: 18 clusters Score -1.161031e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176782 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51765 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10399 members 
Mstep: Class 11 contains 48764 members 
Mstep: Class 13 contains 157874 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7174 members 
Mstep: Class 17 contains 154875 members 
Mstep: Class 18 contains 39909 members 
Mstep: Class 20 contains 177218 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13002 members 
Mstep: Class 24 contains 8512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102984.000000 Penalty: 57601.605469
Iteration 135Q: 18 clusters Score -1.16103e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176764 members 
Mstep: Class 2 contains 4115 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51766 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10399 members 
Mstep: Class 11 contains 48759 members 
Mstep: Class 13 contains 157930 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7174 members 
Mstep: Class 17 contains 154869 members 
Mstep: Class 18 contains 39907 members 
Mstep: Class 20 contains 177199 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13001 members 
Mstep: Class 24 contains 8508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103000.000000 Penalty: 57601.605469
Iteration 136Q: 18 clusters Score -1.16103e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176747 members 
Mstep: Class 2 contains 4114 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51771 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10401 members 
Mstep: Class 11 contains 48755 members 
Mstep: Class 13 contains 157972 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154863 members 
Mstep: Class 18 contains 39911 members 
Mstep: Class 20 contains 177178 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 13000 members 
Mstep: Class 24 contains 8504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103016.000000 Penalty: 57601.605469
Iteration 137Q: 18 clusters Score -1.16103e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176725 members 
Mstep: Class 2 contains 4114 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51780 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10403 members 
Mstep: Class 11 contains 48751 members 
Mstep: Class 13 contains 158001 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7176 members 
Mstep: Class 17 contains 154858 members 
Mstep: Class 18 contains 39918 members 
Mstep: Class 20 contains 177165 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12998 members 
Mstep: Class 24 contains 8502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103072.000000 Penalty: 57601.605469
Iteration 138Q: 18 clusters Score -1.161031e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176710 members 
Mstep: Class 2 contains 4111 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51781 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10405 members 
Mstep: Class 11 contains 48745 members 
Mstep: Class 13 contains 158028 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154855 members 
Mstep: Class 18 contains 39919 members 
Mstep: Class 20 contains 177168 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12998 members 
Mstep: Class 24 contains 8496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103024.000000 Penalty: 57601.605469
Iteration 139Q: 18 clusters Score -1.16103e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176695 members 
Mstep: Class 2 contains 4111 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51784 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10408 members 
Mstep: Class 11 contains 48741 members 
Mstep: Class 13 contains 158050 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7173 members 
Mstep: Class 17 contains 154859 members 
Mstep: Class 18 contains 39920 members 
Mstep: Class 20 contains 177159 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103024.000000 Penalty: 57601.605469
Iteration 140F: 18 clusters Score -1.16103e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176688 members 
Mstep: Class 2 contains 4110 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51785 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10412 members 
Mstep: Class 11 contains 48734 members 
Mstep: Class 13 contains 158074 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7173 members 
Mstep: Class 17 contains 154853 members 
Mstep: Class 18 contains 39923 members 
Mstep: Class 20 contains 177152 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103024.000000 Penalty: 57601.605469
Iteration 141Q: 18 clusters Score -1.16103e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176685 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51790 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10412 members 
Mstep: Class 11 contains 48726 members 
Mstep: Class 13 contains 158090 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7173 members 
Mstep: Class 17 contains 154843 members 
Mstep: Class 18 contains 39935 members 
Mstep: Class 20 contains 177147 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102920.000000 Penalty: 57601.605469
Iteration 142Q: 18 clusters Score -1.161029e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176677 members 
Mstep: Class 2 contains 4108 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51794 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10415 members 
Mstep: Class 11 contains 48720 members 
Mstep: Class 13 contains 158101 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7174 members 
Mstep: Class 17 contains 154843 members 
Mstep: Class 18 contains 39937 members 
Mstep: Class 20 contains 177143 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103016.000000 Penalty: 57601.605469
Iteration 143Q: 18 clusters Score -1.16103e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176667 members 
Mstep: Class 2 contains 4108 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51797 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10414 members 
Mstep: Class 11 contains 48716 members 
Mstep: Class 13 contains 158111 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154839 members 
Mstep: Class 18 contains 39942 members 
Mstep: Class 20 contains 177142 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102960.000000 Penalty: 57601.605469
Iteration 144Q: 18 clusters Score -1.16103e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176657 members 
Mstep: Class 2 contains 4108 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51797 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10415 members 
Mstep: Class 11 contains 48713 members 
Mstep: Class 13 contains 158122 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154838 members 
Mstep: Class 18 contains 39945 members 
Mstep: Class 20 contains 177141 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102896.000000 Penalty: 57601.605469
Iteration 145Q: 18 clusters Score -1.161029e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176642 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51797 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10415 members 
Mstep: Class 11 contains 48712 members 
Mstep: Class 13 contains 158139 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154838 members 
Mstep: Class 18 contains 39949 members 
Mstep: Class 20 contains 177137 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12996 members 
Mstep: Class 24 contains 8482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102888.000000 Penalty: 57601.605469
Iteration 146Q: 18 clusters Score -1.161029e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176629 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51798 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10415 members 
Mstep: Class 11 contains 48712 members 
Mstep: Class 13 contains 158158 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154836 members 
Mstep: Class 18 contains 39951 members 
Mstep: Class 20 contains 177134 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12996 members 
Mstep: Class 24 contains 8478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102968.000000 Penalty: 57601.605469
Iteration 147Q: 18 clusters Score -1.16103e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176626 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51796 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10415 members 
Mstep: Class 11 contains 48712 members 
Mstep: Class 13 contains 158175 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154832 members 
Mstep: Class 18 contains 39948 members 
Mstep: Class 20 contains 177132 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12996 members 
Mstep: Class 24 contains 8475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103016.000000 Penalty: 57601.605469
Iteration 148Q: 18 clusters Score -1.16103e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176624 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51795 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10415 members 
Mstep: Class 11 contains 48714 members 
Mstep: Class 13 contains 158191 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154831 members 
Mstep: Class 18 contains 39946 members 
Mstep: Class 20 contains 177123 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12996 members 
Mstep: Class 24 contains 8472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103032.000000 Penalty: 57601.605469
Iteration 149Q: 18 clusters Score -1.16103e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176612 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51794 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10414 members 
Mstep: Class 11 contains 48714 members 
Mstep: Class 13 contains 158212 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154831 members 
Mstep: Class 18 contains 39945 members 
Mstep: Class 20 contains 177117 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102984.000000 Penalty: 57601.605469
Iteration 150Q: 18 clusters Score -1.16103e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176601 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51795 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10415 members 
Mstep: Class 11 contains 48715 members 
Mstep: Class 13 contains 158232 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154828 members 
Mstep: Class 18 contains 39949 members 
Mstep: Class 20 contains 177105 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102920.000000 Penalty: 57601.605469
Iteration 151Q: 18 clusters Score -1.161029e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176596 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51796 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10415 members 
Mstep: Class 11 contains 48715 members 
Mstep: Class 13 contains 158247 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154824 members 
Mstep: Class 18 contains 39949 members 
Mstep: Class 20 contains 177099 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102968.000000 Penalty: 57601.605469
Iteration 152Q: 18 clusters Score -1.16103e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176594 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51797 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10415 members 
Mstep: Class 11 contains 48715 members 
Mstep: Class 13 contains 158253 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154822 members 
Mstep: Class 18 contains 39951 members 
Mstep: Class 20 contains 177095 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102936.000000 Penalty: 57601.605469
Iteration 153Q: 18 clusters Score -1.161029e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176588 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51795 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10415 members 
Mstep: Class 11 contains 48714 members 
Mstep: Class 13 contains 158265 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154821 members 
Mstep: Class 18 contains 39953 members 
Mstep: Class 20 contains 177091 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102928.000000 Penalty: 57601.605469
Iteration 154Q: 18 clusters Score -1.161029e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176587 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51797 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10415 members 
Mstep: Class 11 contains 48712 members 
Mstep: Class 13 contains 158270 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154820 members 
Mstep: Class 18 contains 39956 members 
Mstep: Class 20 contains 177085 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102984.000000 Penalty: 57601.605469
Iteration 155Q: 18 clusters Score -1.16103e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176585 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51797 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10415 members 
Mstep: Class 11 contains 48709 members 
Mstep: Class 13 contains 158279 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154817 members 
Mstep: Class 18 contains 39955 members 
Mstep: Class 20 contains 177085 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102992.000000 Penalty: 57601.605469
Iteration 156Q: 18 clusters Score -1.16103e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176582 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51796 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10415 members 
Mstep: Class 11 contains 48708 members 
Mstep: Class 13 contains 158286 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154816 members 
Mstep: Class 18 contains 39956 members 
Mstep: Class 20 contains 177085 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103032.000000 Penalty: 57601.605469
Iteration 157Q: 18 clusters Score -1.16103e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176580 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51796 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10415 members 
Mstep: Class 11 contains 48706 members 
Mstep: Class 13 contains 158296 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154810 members 
Mstep: Class 18 contains 39956 members 
Mstep: Class 20 contains 177086 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103008.000000 Penalty: 57601.605469
Iteration 158Q: 18 clusters Score -1.16103e+08 nChanged 29
Entering ConstructFrom: 
Score: -116103008.000000 Penalty: 57601.605469
Entering ConstructFrom: 
Trying to split cluster 1 (176580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176580 members 
Entering Unmasked Estep 
Score: -24303966.000000 Penalty: 2996.219238
	Iteration 0F: 2 clusters Score -2.430397e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88349 members 
Mstep: Class 2 contains 88231 members 
Entering Unmasked Estep 
Score: -24188020.000000 Penalty: 5992.438477
	Iteration 0F: 3 clusters Score -2.418802e+07 nChanged 84723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90454 members 
Mstep: Class 2 contains 86126 members 
Entering Unmasked Estep 
Score: -24239036.000000 Penalty: 5992.438477
	Iteration 1F: 3 clusters Score -2.423904e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91870 members 
Mstep: Class 2 contains 84710 members 
Entering Unmasked Estep 
Score: -24241270.000000 Penalty: 5992.438477
	Iteration 2Q: 3 clusters Score -2.424127e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93809 members 
Mstep: Class 2 contains 82771 members 
Entering Unmasked Estep 
Score: -24244050.000000 Penalty: 5992.438477
	Iteration 3Q: 3 clusters Score -2.424405e+07 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96483 members 
Mstep: Class 2 contains 80097 members 
Entering Unmasked Estep 
Score: -24247980.000000 Penalty: 5992.438477
	Iteration 4Q: 3 clusters Score -2.424798e+07 nChanged 9720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99803 members 
Mstep: Class 2 contains 76777 members 
Entering Unmasked Estep 
Score: -24253746.000000 Penalty: 5992.438477
	Iteration 5F: 3 clusters Score -2.425375e+07 nChanged 11004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103805 members 
Mstep: Class 2 contains 72775 members 
Entering Unmasked Estep 
Score: -24261522.000000 Penalty: 5992.438477
	Iteration 6F: 3 clusters Score -2.426152e+07 nChanged 11639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107744 members 
Mstep: Class 2 contains 68836 members 
Entering Unmasked Estep 
Score: -24270124.000000 Penalty: 5992.438477
	Iteration 7F: 3 clusters Score -2.427012e+07 nChanged 10718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110754 members 
Mstep: Class 2 contains 65826 members 
Entering Unmasked Estep 
Score: -24277108.000000 Penalty: 5992.438477
	Iteration 8F: 3 clusters Score -2.427711e+07 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113305 members 
Mstep: Class 2 contains 63275 members 
Entering Unmasked Estep 
Score: -24280620.000000 Penalty: 5992.438477
	Iteration 9Q: 3 clusters Score -2.428062e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115568 members 
Mstep: Class 2 contains 61012 members 
Entering Unmasked Estep 
Score: -24281990.000000 Penalty: 5992.438477
	Iteration 10Q: 3 clusters Score -2.428199e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117829 members 
Mstep: Class 2 contains 58751 members 
Entering Unmasked Estep 
Score: -24282868.000000 Penalty: 5992.438477
	Iteration 11Q: 3 clusters Score -2.428287e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120001 members 
Mstep: Class 2 contains 56579 members 
Entering Unmasked Estep 
Score: -24283434.000000 Penalty: 5992.438477
	Iteration 12Q: 3 clusters Score -2.428343e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122192 members 
Mstep: Class 2 contains 54388 members 
Entering Unmasked Estep 
Score: -24283914.000000 Penalty: 5992.438477
	Iteration 13Q: 3 clusters Score -2.428391e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124509 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -24284636.000000 Penalty: 5992.438477
	Iteration 14Q: 3 clusters Score -2.428464e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126933 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -24285316.000000 Penalty: 5992.438477
	Iteration 15Q: 3 clusters Score -2.428532e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129547 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -24286154.000000 Penalty: 5992.438477
	Iteration 16Q: 3 clusters Score -2.428615e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132358 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -24287032.000000 Penalty: 5992.438477
	Iteration 17Q: 3 clusters Score -2.428703e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135248 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -24288076.000000 Penalty: 5992.438477
	Iteration 18Q: 3 clusters Score -2.428808e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138177 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -24289096.000000 Penalty: 5992.438477
	Iteration 19Q: 3 clusters Score -2.42891e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141237 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -24290026.000000 Penalty: 5992.438477
	Iteration 20F: 3 clusters Score -2.429003e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144399 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -24291176.000000 Penalty: 5992.438477
	Iteration 21Q: 3 clusters Score -2.429118e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147623 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -24292456.000000 Penalty: 5992.438477
	Iteration 22Q: 3 clusters Score -2.429246e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150812 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -24293704.000000 Penalty: 5992.438477
	Iteration 23Q: 3 clusters Score -2.42937e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153871 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -24294964.000000 Penalty: 5992.438477
	Iteration 24Q: 3 clusters Score -2.429496e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156703 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -24296474.000000 Penalty: 5992.438477
	Iteration 25Q: 3 clusters Score -2.429647e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159224 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -24297584.000000 Penalty: 5992.438477
	Iteration 26Q: 3 clusters Score -2.429758e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161400 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -24298514.000000 Penalty: 5992.438477
	Iteration 27Q: 3 clusters Score -2.429851e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163168 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -24299252.000000 Penalty: 5992.438477
	Iteration 28Q: 3 clusters Score -2.429925e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164652 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -24299772.000000 Penalty: 5992.438477
	Iteration 29Q: 3 clusters Score -2.429977e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165866 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -24300238.000000 Penalty: 5992.438477
	Iteration 30Q: 3 clusters Score -2.430024e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166896 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -24300680.000000 Penalty: 5992.438477
	Iteration 31Q: 3 clusters Score -2.430068e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167756 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -24300904.000000 Penalty: 5992.438477
	Iteration 32Q: 3 clusters Score -2.43009e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168503 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -24301034.000000 Penalty: 5992.438477
	Iteration 33Q: 3 clusters Score -2.430103e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169149 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -24301186.000000 Penalty: 5992.438477
	Iteration 34Q: 3 clusters Score -2.430119e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169713 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -24301314.000000 Penalty: 5992.438477
	Iteration 35Q: 3 clusters Score -2.430131e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170208 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -24301322.000000 Penalty: 5992.438477
	Iteration 36Q: 3 clusters Score -2.430132e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170632 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -24301448.000000 Penalty: 5992.438477
	Iteration 37Q: 3 clusters Score -2.430145e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171005 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -24301496.000000 Penalty: 5992.438477
	Iteration 38Q: 3 clusters Score -2.43015e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171337 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -24301494.000000 Penalty: 5992.438477
	Iteration 39Q: 3 clusters Score -2.430149e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171641 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -24301580.000000 Penalty: 5992.438477
	Iteration 40F: 3 clusters Score -2.430158e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171914 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -24301574.000000 Penalty: 5992.438477
	Iteration 41Q: 3 clusters Score -2.430157e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172122 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -24301580.000000 Penalty: 5992.438477
	Iteration 42Q: 3 clusters Score -2.430158e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172295 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -24301596.000000 Penalty: 5992.438477
	Iteration 43Q: 3 clusters Score -2.43016e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172453 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -24301610.000000 Penalty: 5992.438477
	Iteration 44Q: 3 clusters Score -2.430161e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172611 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -24301672.000000 Penalty: 5992.438477
	Iteration 45Q: 3 clusters Score -2.430167e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172745 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -24301682.000000 Penalty: 5992.438477
	Iteration 46Q: 3 clusters Score -2.430168e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172859 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -24301694.000000 Penalty: 5992.438477
	Iteration 47Q: 3 clusters Score -2.430169e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172947 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -24301688.000000 Penalty: 5992.438477
	Iteration 48Q: 3 clusters Score -2.430169e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173025 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -24301708.000000 Penalty: 5992.438477
	Iteration 49Q: 3 clusters Score -2.430171e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173112 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -24301678.000000 Penalty: 5992.438477
	Iteration 50Q: 3 clusters Score -2.430168e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173199 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -24301708.000000 Penalty: 5992.438477
	Iteration 51Q: 3 clusters Score -2.430171e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173287 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -24301678.000000 Penalty: 5992.438477
	Iteration 52Q: 3 clusters Score -2.430168e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173375 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -24301720.000000 Penalty: 5992.438477
	Iteration 53Q: 3 clusters Score -2.430172e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173460 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -24301676.000000 Penalty: 5992.438477
	Iteration 54Q: 3 clusters Score -2.430168e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173529 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -24301696.000000 Penalty: 5992.438477
	Iteration 55Q: 3 clusters Score -2.43017e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173586 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -24301740.000000 Penalty: 5992.438477
	Iteration 56Q: 3 clusters Score -2.430174e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173636 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -24301786.000000 Penalty: 5992.438477
	Iteration 57Q: 3 clusters Score -2.430179e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173685 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -24301790.000000 Penalty: 5992.438477
	Iteration 58Q: 3 clusters Score -2.430179e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173731 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -24301804.000000 Penalty: 5992.438477
	Iteration 59Q: 3 clusters Score -2.43018e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173769 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -24301818.000000 Penalty: 5992.438477
	Iteration 60F: 3 clusters Score -2.430182e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173797 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -24301830.000000 Penalty: 5992.438477
	Iteration 61Q: 3 clusters Score -2.430183e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173820 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -24301868.000000 Penalty: 5992.438477
	Iteration 62Q: 3 clusters Score -2.430187e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173839 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -24301868.000000 Penalty: 5992.438477
	Iteration 63Q: 3 clusters Score -2.430187e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173858 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -24301864.000000 Penalty: 5992.438477
	Iteration 64Q: 3 clusters Score -2.430186e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173873 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -24301874.000000 Penalty: 5992.438477
	Iteration 65Q: 3 clusters Score -2.430187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173886 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -24301886.000000 Penalty: 5992.438477
	Iteration 66Q: 3 clusters Score -2.430189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173894 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -24301886.000000 Penalty: 5992.438477
	Iteration 67Q: 3 clusters Score -2.430189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173904 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -24301886.000000 Penalty: 5992.438477
	Iteration 68Q: 3 clusters Score -2.430189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173916 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -24301908.000000 Penalty: 5992.438477
	Iteration 69Q: 3 clusters Score -2.430191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173927 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -24301898.000000 Penalty: 5992.438477
	Iteration 70Q: 3 clusters Score -2.43019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173940 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -24301902.000000 Penalty: 5992.438477
	Iteration 71Q: 3 clusters Score -2.43019e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173950 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -24301918.000000 Penalty: 5992.438477
	Iteration 72Q: 3 clusters Score -2.430192e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173963 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -24301916.000000 Penalty: 5992.438477
	Iteration 73Q: 3 clusters Score -2.430192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173976 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -24301926.000000 Penalty: 5992.438477
	Iteration 74Q: 3 clusters Score -2.430193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173983 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -24301928.000000 Penalty: 5992.438477
	Iteration 75Q: 3 clusters Score -2.430193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173989 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -24301900.000000 Penalty: 5992.438477
	Iteration 76Q: 3 clusters Score -2.43019e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173999 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -24301892.000000 Penalty: 5992.438477
	Iteration 77Q: 3 clusters Score -2.430189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174007 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -24301886.000000 Penalty: 5992.438477
	Iteration 78Q: 3 clusters Score -2.430189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174015 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -24301896.000000 Penalty: 5992.438477
	Iteration 79Q: 3 clusters Score -2.43019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174021 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -24301890.000000 Penalty: 5992.438477
	Iteration 80F: 3 clusters Score -2.430189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174032 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -24301888.000000 Penalty: 5992.438477
	Iteration 81Q: 3 clusters Score -2.430189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174045 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -24301886.000000 Penalty: 5992.438477
	Iteration 82Q: 3 clusters Score -2.430189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174057 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -24301914.000000 Penalty: 5992.438477
	Iteration 83Q: 3 clusters Score -2.430191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174068 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -24301904.000000 Penalty: 5992.438477
	Iteration 84Q: 3 clusters Score -2.43019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174072 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -24301896.000000 Penalty: 5992.438477
	Iteration 85Q: 3 clusters Score -2.43019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174080 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -24301904.000000 Penalty: 5992.438477
	Iteration 86Q: 3 clusters Score -2.43019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174088 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -24301910.000000 Penalty: 5992.438477
	Iteration 87Q: 3 clusters Score -2.430191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174093 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -24301908.000000 Penalty: 5992.438477
	Iteration 88Q: 3 clusters Score -2.430191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174096 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -24301920.000000 Penalty: 5992.438477
	Iteration 89Q: 3 clusters Score -2.430192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174097 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -24301914.000000 Penalty: 5992.438477
	Iteration 90Q: 3 clusters Score -2.430191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174097 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -24301914.000000 Penalty: 5992.438477
	Iteration 91F: 3 clusters Score -2.430191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Entering Unmasked Estep 
Score: -545822.812500 Penalty: 2063.592041
	Iteration 0F: 2 clusters Score -545822.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -541854.250000 Penalty: 4127.184082
	Iteration 0F: 3 clusters Score -541854.2 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -542706.187500 Penalty: 4127.184082
	Iteration 1F: 3 clusters Score -542706.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -542886.562500 Penalty: 4127.184082
	Iteration 2F: 3 clusters Score -542886.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -542980.812500 Penalty: 4127.184082
	Iteration 3Q: 3 clusters Score -542980.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -543052.250000 Penalty: 4127.184082
	Iteration 4Q: 3 clusters Score -543052.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -543096.500000 Penalty: 4127.184082
	Iteration 5Q: 3 clusters Score -543096.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -543133.125000 Penalty: 4127.184082
	Iteration 6Q: 3 clusters Score -543133.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -543169.562500 Penalty: 4127.184082
	Iteration 7Q: 3 clusters Score -543169.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -543199.812500 Penalty: 4127.184082
	Iteration 8Q: 3 clusters Score -543199.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -543222.375000 Penalty: 4127.184082
	Iteration 9Q: 3 clusters Score -543222.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -543242.312500 Penalty: 4127.184082
	Iteration 10Q: 3 clusters Score -543242.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -543258.000000 Penalty: 4127.184082
	Iteration 11Q: 3 clusters Score -543258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -543276.312500 Penalty: 4127.184082
	Iteration 12Q: 3 clusters Score -543276.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -543288.562500 Penalty: 4127.184082
	Iteration 13Q: 3 clusters Score -543288.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -543300.812500 Penalty: 4127.184082
	Iteration 14Q: 3 clusters Score -543300.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -543312.062500 Penalty: 4127.184082
	Iteration 15Q: 3 clusters Score -543312.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -543319.937500 Penalty: 4127.184082
	Iteration 16Q: 3 clusters Score -543319.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -543327.187500 Penalty: 4127.184082
	Iteration 17Q: 3 clusters Score -543327.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -543333.250000 Penalty: 4127.184082
	Iteration 18Q: 3 clusters Score -543333.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -543339.500000 Penalty: 4127.184082
	Iteration 19Q: 3 clusters Score -543339.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -543344.000000 Penalty: 4127.184082
	Iteration 20F: 3 clusters Score -543344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -543349.812500 Penalty: 4127.184082
	Iteration 21Q: 3 clusters Score -543349.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -543354.187500 Penalty: 4127.184082
	Iteration 22Q: 3 clusters Score -543354.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -543357.750000 Penalty: 4127.184082
	Iteration 23Q: 3 clusters Score -543357.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -543360.250000 Penalty: 4127.184082
	Iteration 24Q: 3 clusters Score -543360.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -543363.562500 Penalty: 4127.184082
	Iteration 25Q: 3 clusters Score -543363.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -543365.187500 Penalty: 4127.184082
	Iteration 26Q: 3 clusters Score -543365.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -543366.625000 Penalty: 4127.184082
	Iteration 27Q: 3 clusters Score -543366.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -543369.000000 Penalty: 4127.184082
	Iteration 28Q: 3 clusters Score -543369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -543370.500000 Penalty: 4127.184082
	Iteration 29Q: 3 clusters Score -543370.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -543371.500000 Penalty: 4127.184082
	Iteration 30Q: 3 clusters Score -543371.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -543373.000000 Penalty: 4127.184082
	Iteration 31Q: 3 clusters Score -543373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -543374.562500 Penalty: 4127.184082
	Iteration 32Q: 3 clusters Score -543374.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -543375.062500 Penalty: 4127.184082
	Iteration 33Q: 3 clusters Score -543375.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -543377.000000 Penalty: 4127.184082
	Iteration 34Q: 3 clusters Score -543377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -543378.625000 Penalty: 4127.184082
	Iteration 35Q: 3 clusters Score -543378.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -543380.625000 Penalty: 4127.184082
	Iteration 36Q: 3 clusters Score -543380.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -543384.125000 Penalty: 4127.184082
	Iteration 37Q: 3 clusters Score -543384.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -543388.187500 Penalty: 4127.184082
	Iteration 38Q: 3 clusters Score -543388.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -543392.625000 Penalty: 4127.184082
	Iteration 39Q: 3 clusters Score -543392.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -543394.562500 Penalty: 4127.184082
	Iteration 40F: 3 clusters Score -543394.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -543397.312500 Penalty: 4127.184082
	Iteration 41Q: 3 clusters Score -543397.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -543400.250000 Penalty: 4127.184082
	Iteration 42Q: 3 clusters Score -543400.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -543402.875000 Penalty: 4127.184082
	Iteration 43Q: 3 clusters Score -543402.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -543407.750000 Penalty: 4127.184082
	Iteration 44Q: 3 clusters Score -543407.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -543413.000000 Penalty: 4127.184082
	Iteration 45Q: 3 clusters Score -543413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -543418.125000 Penalty: 4127.184082
	Iteration 46Q: 3 clusters Score -543418.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -543423.937500 Penalty: 4127.184082
	Iteration 47Q: 3 clusters Score -543423.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -543430.687500 Penalty: 4127.184082
	Iteration 48Q: 3 clusters Score -543430.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -543438.000000 Penalty: 4127.184082
	Iteration 49Q: 3 clusters Score -543438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -543444.937500 Penalty: 4127.184082
	Iteration 50Q: 3 clusters Score -543444.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -543455.437500 Penalty: 4127.184082
	Iteration 51Q: 3 clusters Score -543455.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -543463.375000 Penalty: 4127.184082
	Iteration 52Q: 3 clusters Score -543463.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -543469.687500 Penalty: 4127.184082
	Iteration 53Q: 3 clusters Score -543469.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -543473.500000 Penalty: 4127.184082
	Iteration 54Q: 3 clusters Score -543473.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -543475.687500 Penalty: 4127.184082
	Iteration 55Q: 3 clusters Score -543475.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -543477.312500 Penalty: 4127.184082
	Iteration 56Q: 3 clusters Score -543477.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -543479.312500 Penalty: 4127.184082
	Iteration 57Q: 3 clusters Score -543479.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -543481.187500 Penalty: 4127.184082
	Iteration 58Q: 3 clusters Score -543481.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -543484.687500 Penalty: 4127.184082
	Iteration 59Q: 3 clusters Score -543484.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -543488.312500 Penalty: 4127.184082
	Iteration 60F: 3 clusters Score -543488.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -543491.937500 Penalty: 4127.184082
	Iteration 61Q: 3 clusters Score -543491.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -543497.125000 Penalty: 4127.184082
	Iteration 62Q: 3 clusters Score -543497.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -543501.625000 Penalty: 4127.184082
	Iteration 63Q: 3 clusters Score -543501.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -543503.375000 Penalty: 4127.184082
	Iteration 64Q: 3 clusters Score -543503.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -543505.125000 Penalty: 4127.184082
	Iteration 65Q: 3 clusters Score -543505.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -543507.687500 Penalty: 4127.184082
	Iteration 66Q: 3 clusters Score -543507.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -543507.125000 Penalty: 4127.184082
	Iteration 67Q: 3 clusters Score -543507.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -543508.125000 Penalty: 4127.184082
	Iteration 68Q: 3 clusters Score -543508.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -543509.687500 Penalty: 4127.184082
	Iteration 69Q: 3 clusters Score -543509.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -543512.250000 Penalty: 4127.184082
	Iteration 70Q: 3 clusters Score -543512.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -543513.625000 Penalty: 4127.184082
	Iteration 71Q: 3 clusters Score -543513.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -543517.625000 Penalty: 4127.184082
	Iteration 72Q: 3 clusters Score -543517.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -543520.125000 Penalty: 4127.184082
	Iteration 73Q: 3 clusters Score -543520.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -543522.687500 Penalty: 4127.184082
	Iteration 74Q: 3 clusters Score -543522.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -543523.812500 Penalty: 4127.184082
	Iteration 75Q: 3 clusters Score -543523.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -543527.437500 Penalty: 4127.184082
	Iteration 76Q: 3 clusters Score -543527.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -543530.187500 Penalty: 4127.184082
	Iteration 77Q: 3 clusters Score -543530.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -543533.000000 Penalty: 4127.184082
	Iteration 78Q: 3 clusters Score -543533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -543535.875000 Penalty: 4127.184082
	Iteration 79Q: 3 clusters Score -543535.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -543537.187500 Penalty: 4127.184082
	Iteration 80F: 3 clusters Score -543537.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -543540.875000 Penalty: 4127.184082
	Iteration 81Q: 3 clusters Score -543540.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -543544.125000 Penalty: 4127.184082
	Iteration 82Q: 3 clusters Score -543544.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -543547.687500 Penalty: 4127.184082
	Iteration 83Q: 3 clusters Score -543547.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -543550.562500 Penalty: 4127.184082
	Iteration 84Q: 3 clusters Score -543550.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -543553.312500 Penalty: 4127.184082
	Iteration 85Q: 3 clusters Score -543553.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -543556.562500 Penalty: 4127.184082
	Iteration 86Q: 3 clusters Score -543556.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -543559.500000 Penalty: 4127.184082
	Iteration 87Q: 3 clusters Score -543559.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -543559.625000 Penalty: 4127.184082
	Iteration 88Q: 3 clusters Score -543559.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -543560.312500 Penalty: 4127.184082
	Iteration 89Q: 3 clusters Score -543560.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -543562.125000 Penalty: 4127.184082
	Iteration 90Q: 3 clusters Score -543562.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -543564.812500 Penalty: 4127.184082
	Iteration 91Q: 3 clusters Score -543564.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -543567.187500 Penalty: 4127.184082
	Iteration 92Q: 3 clusters Score -543567.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -543569.625000 Penalty: 4127.184082
	Iteration 93Q: 3 clusters Score -543569.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -543573.812500 Penalty: 4127.184082
	Iteration 94Q: 3 clusters Score -543573.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -543577.062500 Penalty: 4127.184082
	Iteration 95Q: 3 clusters Score -543577.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -543582.375000 Penalty: 4127.184082
	Iteration 96Q: 3 clusters Score -543582.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -543587.875000 Penalty: 4127.184082
	Iteration 97Q: 3 clusters Score -543587.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -543592.687500 Penalty: 4127.184082
	Iteration 98Q: 3 clusters Score -543592.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -543599.687500 Penalty: 4127.184082
	Iteration 99Q: 3 clusters Score -543599.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -543610.500000 Penalty: 4127.184082
	Iteration 100F: 3 clusters Score -543610.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -543619.625000 Penalty: 4127.184082
	Iteration 101Q: 3 clusters Score -543619.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -543627.250000 Penalty: 4127.184082
	Iteration 102Q: 3 clusters Score -543627.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -543638.687500 Penalty: 4127.184082
	Iteration 103Q: 3 clusters Score -543638.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -543650.187500 Penalty: 4127.184082
	Iteration 104Q: 3 clusters Score -543650.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -543665.062500 Penalty: 4127.184082
	Iteration 105Q: 3 clusters Score -543665.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -543681.750000 Penalty: 4127.184082
	Iteration 106Q: 3 clusters Score -543681.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -543699.875000 Penalty: 4127.184082
	Iteration 107Q: 3 clusters Score -543699.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -543713.625000 Penalty: 4127.184082
	Iteration 108Q: 3 clusters Score -543713.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -543730.000000 Penalty: 4127.184082
	Iteration 109Q: 3 clusters Score -543730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -543748.625000 Penalty: 4127.184082
	Iteration 110Q: 3 clusters Score -543748.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -543766.625000 Penalty: 4127.184082
	Iteration 111Q: 3 clusters Score -543766.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -543784.250000 Penalty: 4127.184082
	Iteration 112Q: 3 clusters Score -543784.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -543802.625000 Penalty: 4127.184082
	Iteration 113Q: 3 clusters Score -543802.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -543814.875000 Penalty: 4127.184082
	Iteration 114Q: 3 clusters Score -543814.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -543825.562500 Penalty: 4127.184082
	Iteration 115Q: 3 clusters Score -543825.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -543836.437500 Penalty: 4127.184082
	Iteration 116Q: 3 clusters Score -543836.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -543844.187500 Penalty: 4127.184082
	Iteration 117Q: 3 clusters Score -543844.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -543855.000000 Penalty: 4127.184082
	Iteration 118Q: 3 clusters Score -543855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -543863.812500 Penalty: 4127.184082
	Iteration 119Q: 3 clusters Score -543863.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -543875.750000 Penalty: 4127.184082
	Iteration 120F: 3 clusters Score -543875.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -543882.375000 Penalty: 4127.184082
	Iteration 121Q: 3 clusters Score -543882.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -543891.812500 Penalty: 4127.184082
	Iteration 122Q: 3 clusters Score -543891.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -543901.687500 Penalty: 4127.184082
	Iteration 123Q: 3 clusters Score -543901.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -543911.500000 Penalty: 4127.184082
	Iteration 124Q: 3 clusters Score -543911.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -543919.875000 Penalty: 4127.184082
	Iteration 125Q: 3 clusters Score -543919.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -543928.062500 Penalty: 4127.184082
	Iteration 126Q: 3 clusters Score -543928.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -543935.000000 Penalty: 4127.184082
	Iteration 127Q: 3 clusters Score -543935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -543938.937500 Penalty: 4127.184082
	Iteration 128Q: 3 clusters Score -543938.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -543946.250000 Penalty: 4127.184082
	Iteration 129Q: 3 clusters Score -543946.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -543950.250000 Penalty: 4127.184082
	Iteration 130Q: 3 clusters Score -543950.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -543956.375000 Penalty: 4127.184082
	Iteration 131Q: 3 clusters Score -543956.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -543963.187500 Penalty: 4127.184082
	Iteration 132Q: 3 clusters Score -543963.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -543967.937500 Penalty: 4127.184082
	Iteration 133Q: 3 clusters Score -543967.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -543970.875000 Penalty: 4127.184082
	Iteration 134Q: 3 clusters Score -543970.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -543974.375000 Penalty: 4127.184082
	Iteration 135Q: 3 clusters Score -543974.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -543975.875000 Penalty: 4127.184082
	Iteration 136Q: 3 clusters Score -543975.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -543976.375000 Penalty: 4127.184082
	Iteration 137Q: 3 clusters Score -543976.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -543977.312500 Penalty: 4127.184082
	Iteration 138Q: 3 clusters Score -543977.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -543978.062500 Penalty: 4127.184082
	Iteration 139Q: 3 clusters Score -543978.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -543978.937500 Penalty: 4127.184082
	Iteration 140F: 3 clusters Score -543978.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -543980.062500 Penalty: 4127.184082
	Iteration 141Q: 3 clusters Score -543980.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -543980.062500 Penalty: 4127.184082
	Iteration 142F: 3 clusters Score -543980.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Entering Unmasked Estep 
Score: -579215.250000 Penalty: 2080.053467
	Iteration 0F: 2 clusters Score -579215.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -575068.250000 Penalty: 4160.106934
	Iteration 0F: 3 clusters Score -575068.2 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -576120.437500 Penalty: 4160.106934
	Iteration 1F: 3 clusters Score -576120.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -576420.187500 Penalty: 4160.106934
	Iteration 2F: 3 clusters Score -576420.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -576656.875000 Penalty: 4160.106934
	Iteration 3F: 3 clusters Score -576656.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -576860.937500 Penalty: 4160.106934
	Iteration 4F: 3 clusters Score -576860.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -577039.125000 Penalty: 4160.106934
	Iteration 5F: 3 clusters Score -577039.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -577178.312500 Penalty: 4160.106934
	Iteration 6Q: 3 clusters Score -577178.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -577301.312500 Penalty: 4160.106934
	Iteration 7Q: 3 clusters Score -577301.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -577426.687500 Penalty: 4160.106934
	Iteration 8Q: 3 clusters Score -577426.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -577545.750000 Penalty: 4160.106934
	Iteration 9Q: 3 clusters Score -577545.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -577639.562500 Penalty: 4160.106934
	Iteration 10Q: 3 clusters Score -577639.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -577709.000000 Penalty: 4160.106934
	Iteration 11Q: 3 clusters Score -577709 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -577756.062500 Penalty: 4160.106934
	Iteration 12Q: 3 clusters Score -577756.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -577799.062500 Penalty: 4160.106934
	Iteration 13Q: 3 clusters Score -577799.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -577824.062500 Penalty: 4160.106934
	Iteration 14Q: 3 clusters Score -577824.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -577836.687500 Penalty: 4160.106934
	Iteration 15Q: 3 clusters Score -577836.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -577851.937500 Penalty: 4160.106934
	Iteration 16Q: 3 clusters Score -577851.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -577864.125000 Penalty: 4160.106934
	Iteration 17Q: 3 clusters Score -577864.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -577871.625000 Penalty: 4160.106934
	Iteration 18Q: 3 clusters Score -577871.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -577881.562500 Penalty: 4160.106934
	Iteration 19Q: 3 clusters Score -577881.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -577888.687500 Penalty: 4160.106934
	Iteration 20F: 3 clusters Score -577888.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -577895.187500 Penalty: 4160.106934
	Iteration 21Q: 3 clusters Score -577895.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -577897.437500 Penalty: 4160.106934
	Iteration 22Q: 3 clusters Score -577897.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -577900.500000 Penalty: 4160.106934
	Iteration 23Q: 3 clusters Score -577900.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -577904.750000 Penalty: 4160.106934
	Iteration 24Q: 3 clusters Score -577904.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -577910.625000 Penalty: 4160.106934
	Iteration 25Q: 3 clusters Score -577910.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -577916.312500 Penalty: 4160.106934
	Iteration 26Q: 3 clusters Score -577916.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -577922.625000 Penalty: 4160.106934
	Iteration 27Q: 3 clusters Score -577922.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -577924.812500 Penalty: 4160.106934
	Iteration 28Q: 3 clusters Score -577924.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -577924.625000 Penalty: 4160.106934
	Iteration 29Q: 3 clusters Score -577924.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -577924.625000 Penalty: 4160.106934
	Iteration 30F: 3 clusters Score -577924.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Entering Unmasked Estep 
Score: -7210535.500000 Penalty: 2692.052246
	Iteration 0F: 2 clusters Score -7210536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -7175371.500000 Penalty: 5384.104492
	Iteration 0F: 3 clusters Score -7175372 nChanged 24019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -7188709.000000 Penalty: 5384.104492
	Iteration 1F: 3 clusters Score -7188709 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -7189229.500000 Penalty: 5384.104492
	Iteration 2Q: 3 clusters Score -7189230 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -7189912.000000 Penalty: 5384.104492
	Iteration 3Q: 3 clusters Score -7189912 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -7190759.500000 Penalty: 5384.104492
	Iteration 4Q: 3 clusters Score -7190760 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -7191881.500000 Penalty: 5384.104492
	Iteration 5Q: 3 clusters Score -7191882 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -7193598.000000 Penalty: 5384.104492
	Iteration 6F: 3 clusters Score -7193598 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -7196257.500000 Penalty: 5384.104492
	Iteration 7F: 3 clusters Score -7196258 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -7199502.000000 Penalty: 5384.104492
	Iteration 8F: 3 clusters Score -7199502 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -7202683.000000 Penalty: 5384.104492
	Iteration 9F: 3 clusters Score -7202683 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -7205011.500000 Penalty: 5384.104492
	Iteration 10F: 3 clusters Score -7205012 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -7206549.500000 Penalty: 5384.104492
	Iteration 11Q: 3 clusters Score -7206550 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -7207466.000000 Penalty: 5384.104492
	Iteration 12Q: 3 clusters Score -7207466 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -7207983.000000 Penalty: 5384.104492
	Iteration 13Q: 3 clusters Score -7207983 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49513 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -7208355.500000 Penalty: 5384.104492
	Iteration 14Q: 3 clusters Score -7208356 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -7208551.000000 Penalty: 5384.104492
	Iteration 15Q: 3 clusters Score -7208551 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -7208676.500000 Penalty: 5384.104492
	Iteration 16Q: 3 clusters Score -7208676 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -7208731.500000 Penalty: 5384.104492
	Iteration 17Q: 3 clusters Score -7208732 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -7208775.000000 Penalty: 5384.104492
	Iteration 18Q: 3 clusters Score -7208775 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7208807.500000 Penalty: 5384.104492
	Iteration 19Q: 3 clusters Score -7208808 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50355 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -7208815.500000 Penalty: 5384.104492
	Iteration 20F: 3 clusters Score -7208816 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50411 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -7208835.500000 Penalty: 5384.104492
	Iteration 21Q: 3 clusters Score -7208836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -7208867.500000 Penalty: 5384.104492
	Iteration 22Q: 3 clusters Score -7208868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -7208873.000000 Penalty: 5384.104492
	Iteration 23Q: 3 clusters Score -7208873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -7208876.000000 Penalty: 5384.104492
	Iteration 24Q: 3 clusters Score -7208876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50520 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7208894.000000 Penalty: 5384.104492
	Iteration 25Q: 3 clusters Score -7208894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7208891.000000 Penalty: 5384.104492
	Iteration 26Q: 3 clusters Score -7208891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7208892.500000 Penalty: 5384.104492
	Iteration 27Q: 3 clusters Score -7208892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7208895.000000 Penalty: 5384.104492
	Iteration 28Q: 3 clusters Score -7208895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50545 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -7208898.000000 Penalty: 5384.104492
	Iteration 29Q: 3 clusters Score -7208898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7208899.500000 Penalty: 5384.104492
	Iteration 30Q: 3 clusters Score -7208900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -7208908.500000 Penalty: 5384.104492
	Iteration 31Q: 3 clusters Score -7208908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -7208905.500000 Penalty: 5384.104492
	Iteration 32Q: 3 clusters Score -7208906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50566 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -7208905.500000 Penalty: 5384.104492
	Iteration 33Q: 3 clusters Score -7208906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7208909.000000 Penalty: 5384.104492
	Iteration 34Q: 3 clusters Score -7208909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7208909.000000 Penalty: 5384.104492
	Iteration 35F: 3 clusters Score -7208909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -56364.472656 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -56364.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54985.472656 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -54985.47 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55234.476562 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -55234.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55327.285156 Penalty: 3057.004150
	Iteration 2F: 3 clusters Score -55327.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55363.488281 Penalty: 3057.004150
	Iteration 3Q: 3 clusters Score -55363.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55388.863281 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -55388.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55399.226562 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -55399.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55412.906250 Penalty: 3057.004150
	Iteration 6Q: 3 clusters Score -55412.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55431.167969 Penalty: 3057.004150
	Iteration 7Q: 3 clusters Score -55431.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55434.375000 Penalty: 3057.004150
	Iteration 8Q: 3 clusters Score -55434.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55438.269531 Penalty: 3057.004150
	Iteration 9Q: 3 clusters Score -55438.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55438.269531 Penalty: 3057.004150
	Iteration 10F: 3 clusters Score -55438.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -50423.894531 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -50423.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49022.878906 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -49022.88 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49228.910156 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -49228.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49376.796875 Penalty: 3005.324951
	Iteration 2F: 3 clusters Score -49376.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49458.921875 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -49458.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -49501.125000 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -49501.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49578.472656 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -49578.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -49644.187500 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -49644.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -49723.644531 Penalty: 3005.324951
	Iteration 7Q: 3 clusters Score -49723.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -49840.789062 Penalty: 3005.324951
	Iteration 8Q: 3 clusters Score -49840.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -49968.414062 Penalty: 3005.324951
	Iteration 9Q: 3 clusters Score -49968.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50009.660156 Penalty: 3005.324951
	Iteration 10Q: 3 clusters Score -50009.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50026.750000 Penalty: 3005.324951
	Iteration 11Q: 3 clusters Score -50026.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50043.644531 Penalty: 3005.324951
	Iteration 12Q: 3 clusters Score -50043.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50043.644531 Penalty: 3005.324951
	Iteration 13F: 3 clusters Score -50043.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Entering Unmasked Estep 
Score: -1450500.875000 Penalty: 2294.248535
	Iteration 0F: 2 clusters Score -1450501 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 5199 members 
Entering Unmasked Estep 
Score: -1442516.000000 Penalty: 4588.497070
	Iteration 0F: 3 clusters Score -1442516 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1444759.250000 Penalty: 4588.497070
	Iteration 1F: 3 clusters Score -1444759 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1445023.625000 Penalty: 4588.497070
	Iteration 2F: 3 clusters Score -1445024 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1445206.625000 Penalty: 4588.497070
	Iteration 3Q: 3 clusters Score -1445207 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1445345.375000 Penalty: 4588.497070
	Iteration 4Q: 3 clusters Score -1445345 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1445453.000000 Penalty: 4588.497070
	Iteration 5Q: 3 clusters Score -1445453 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1445571.750000 Penalty: 4588.497070
	Iteration 6Q: 3 clusters Score -1445572 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1445678.000000 Penalty: 4588.497070
	Iteration 7Q: 3 clusters Score -1445678 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1445795.500000 Penalty: 4588.497070
	Iteration 8Q: 3 clusters Score -1445796 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1445927.875000 Penalty: 4588.497070
	Iteration 9Q: 3 clusters Score -1445928 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1446067.000000 Penalty: 4588.497070
	Iteration 10Q: 3 clusters Score -1446067 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1446237.125000 Penalty: 4588.497070
	Iteration 11Q: 3 clusters Score -1446237 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1446453.750000 Penalty: 4588.497070
	Iteration 12Q: 3 clusters Score -1446454 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1446732.625000 Penalty: 4588.497070
	Iteration 13Q: 3 clusters Score -1446733 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1447085.500000 Penalty: 4588.497070
	Iteration 14Q: 3 clusters Score -1447086 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1447439.000000 Penalty: 4588.497070
	Iteration 15Q: 3 clusters Score -1447439 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1447765.375000 Penalty: 4588.497070
	Iteration 16Q: 3 clusters Score -1447765 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1448022.375000 Penalty: 4588.497070
	Iteration 17Q: 3 clusters Score -1448022 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1448188.000000 Penalty: 4588.497070
	Iteration 18Q: 3 clusters Score -1448188 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1448291.000000 Penalty: 4588.497070
	Iteration 19Q: 3 clusters Score -1448291 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1448369.750000 Penalty: 4588.497070
	Iteration 20F: 3 clusters Score -1448370 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1448416.500000 Penalty: 4588.497070
	Iteration 21Q: 3 clusters Score -1448416 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1448460.250000 Penalty: 4588.497070
	Iteration 22Q: 3 clusters Score -1448460 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1448490.500000 Penalty: 4588.497070
	Iteration 23Q: 3 clusters Score -1448490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1448526.250000 Penalty: 4588.497070
	Iteration 24Q: 3 clusters Score -1448526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1448554.500000 Penalty: 4588.497070
	Iteration 25Q: 3 clusters Score -1448554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1448579.250000 Penalty: 4588.497070
	Iteration 26Q: 3 clusters Score -1448579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1448595.750000 Penalty: 4588.497070
	Iteration 27Q: 3 clusters Score -1448596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1448609.500000 Penalty: 4588.497070
	Iteration 28Q: 3 clusters Score -1448610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1448612.250000 Penalty: 4588.497070
	Iteration 29Q: 3 clusters Score -1448612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1448617.000000 Penalty: 4588.497070
	Iteration 30Q: 3 clusters Score -1448617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1448622.500000 Penalty: 4588.497070
	Iteration 31Q: 3 clusters Score -1448622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1448626.625000 Penalty: 4588.497070
	Iteration 32Q: 3 clusters Score -1448627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1448631.250000 Penalty: 4588.497070
	Iteration 33Q: 3 clusters Score -1448631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1448633.000000 Penalty: 4588.497070
	Iteration 34Q: 3 clusters Score -1448633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1448639.375000 Penalty: 4588.497070
	Iteration 35Q: 3 clusters Score -1448639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1448645.125000 Penalty: 4588.497070
	Iteration 36Q: 3 clusters Score -1448645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1448647.000000 Penalty: 4588.497070
	Iteration 37Q: 3 clusters Score -1448647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1448652.125000 Penalty: 4588.497070
	Iteration 38Q: 3 clusters Score -1448652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1448652.750000 Penalty: 4588.497070
	Iteration 39Q: 3 clusters Score -1448653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1448652.750000 Penalty: 4588.497070
	Iteration 40F: 3 clusters Score -1448653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Entering Unmasked Estep 
Score: -6547897.500000 Penalty: 2676.791992
	Iteration 0F: 2 clusters Score -6547898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -6515112.500000 Penalty: 5353.583984
	Iteration 0F: 3 clusters Score -6515112 nChanged 22391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -6527415.000000 Penalty: 5353.583984
	Iteration 1F: 3 clusters Score -6527415 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -6527936.000000 Penalty: 5353.583984
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -6529956 nChanged 1577
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Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -6530496 nChanged 1712
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Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6532071 nChanged 2236
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Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6533296 nChanged 2478
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Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -6534834 nChanged 2701
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Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
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	Iteration 13F: 3 clusters Score -6536570 nChanged 2663
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Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
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	Iteration 14F: 3 clusters Score -6538118 nChanged 2337
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Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6539318 nChanged 1854
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Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6540020 nChanged 1410
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6540484 nChanged 1113
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Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6540766 nChanged 901
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Mstep: Class 2 contains 25181 members 
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	Iteration 19Q: 3 clusters Score -6540957 nChanged 812
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Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6541150 nChanged 711
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Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6541308 nChanged 702
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Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6541422 nChanged 688
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Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6541562 nChanged 699
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Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6541725 nChanged 700
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Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6541876 nChanged 719
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Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6542032 nChanged 730
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Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6542213 nChanged 756
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Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6542380 nChanged 792
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Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6542539 nChanged 793
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Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6542724 nChanged 773
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Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6542936 nChanged 797
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Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6543132 nChanged 813
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Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6543312 nChanged 771
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6543478 nChanged 733
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	Iteration 35Q: 3 clusters Score -6543690 nChanged 705
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Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 12757 members 
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	Iteration 36Q: 3 clusters Score -6543890 nChanged 682
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	Iteration 37Q: 3 clusters Score -6544026 nChanged 629
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Mstep: Class 2 contains 11446 members 
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	Iteration 38Q: 3 clusters Score -6544181 nChanged 587
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Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6544325 nChanged 555
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Mstep: Class 1 contains 38400 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6544490 nChanged 498
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Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 9806 members 
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	Iteration 41Q: 3 clusters Score -6544595 nChanged 449
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Mstep: Class 2 contains 9361 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6544794 nChanged 389
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Mstep: Class 1 contains 40139 members 
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Mstep: Class 1 contains 40494 members 
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Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 7856 members 
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	Iteration 46Q: 3 clusters Score -6544988 nChanged 351
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Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 7507 members 
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Mstep: Class 1 contains 41533 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6545116 nChanged 301
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Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6545164 nChanged 287
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Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6545228 nChanged 271
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Mstep: Class 1 contains 42392 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6545286 nChanged 230
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Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 6088 members 
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	Iteration 52Q: 3 clusters Score -6545318 nChanged 210
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	Iteration 53Q: 3 clusters Score -6545377 nChanged 214
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	Iteration 54Q: 3 clusters Score -6545408 nChanged 175
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	Iteration 55Q: 3 clusters Score -6545454 nChanged 175
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	Iteration 56Q: 3 clusters Score -6545463 nChanged 162
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6545502 nChanged 173
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6545542 nChanged 148
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Mstep: Class 1 contains 43853 members 
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	Iteration 59Q: 3 clusters Score -6545564 nChanged 112
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Mstep: Class 1 contains 43963 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6545586 nChanged 114
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6545616 nChanged 100
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6545632 nChanged 105
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6545644 nChanged 84
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6545634 nChanged 78
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Mstep: Class 1 contains 44412 members 
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	Iteration 65Q: 3 clusters Score -6545654 nChanged 66
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6545670 nChanged 64
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	Iteration 67Q: 3 clusters Score -6545676 nChanged 61
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Mstep: Class 1 contains 44597 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6545682 nChanged 55
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6545688 nChanged 47
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Mstep: Class 1 contains 44689 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6545690 nChanged 47
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6545712 nChanged 40
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	Iteration 72Q: 3 clusters Score -6545726 nChanged 41
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6545728 nChanged 36
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6545716 nChanged 33
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6545707 nChanged 24
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6545710 nChanged 32
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6545716 nChanged 34
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6545714 nChanged 31
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6545727 nChanged 31
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6545732 nChanged 31
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	Iteration 81Q: 3 clusters Score -6545737 nChanged 37
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	Iteration 82Q: 3 clusters Score -6545735 nChanged 28
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6545754 nChanged 27
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	Iteration 84Q: 3 clusters Score -6545737 nChanged 22
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6545744 nChanged 24
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	Iteration 86Q: 3 clusters Score -6545748 nChanged 20
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	Iteration 87Q: 3 clusters Score -6545746 nChanged 13
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	Iteration 88Q: 3 clusters Score -6545754 nChanged 15
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	Iteration 89Q: 3 clusters Score -6545754 nChanged 17
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	Iteration 90Q: 3 clusters Score -6545744 nChanged 15
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	Iteration 91Q: 3 clusters Score -6545744 nChanged 19
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6545760 nChanged 30
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	Iteration 93Q: 3 clusters Score -6545753 nChanged 30
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6545774 nChanged 29
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Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -6545772.500000 Penalty: 5353.583984
	Iteration 95Q: 3 clusters Score -6545772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -6545788.000000 Penalty: 5353.583984
	Iteration 96Q: 3 clusters Score -6545788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -6545794.000000 Penalty: 5353.583984
	Iteration 97Q: 3 clusters Score -6545794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -6545797.500000 Penalty: 5353.583984
	Iteration 98Q: 3 clusters Score -6545798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -6545811.500000 Penalty: 5353.583984
	Iteration 99Q: 3 clusters Score -6545812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -6545816.000000 Penalty: 5353.583984
	Iteration 100F: 3 clusters Score -6545816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -6545813.000000 Penalty: 5353.583984
	Iteration 101Q: 3 clusters Score -6545813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -6545821.000000 Penalty: 5353.583984
	Iteration 102Q: 3 clusters Score -6545821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -6545821.500000 Penalty: 5353.583984
	Iteration 103Q: 3 clusters Score -6545822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -6545815.000000 Penalty: 5353.583984
	Iteration 104Q: 3 clusters Score -6545815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -6545811.500000 Penalty: 5353.583984
	Iteration 105Q: 3 clusters Score -6545812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -6545815.500000 Penalty: 5353.583984
	Iteration 106Q: 3 clusters Score -6545816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -6545819.000000 Penalty: 5353.583984
	Iteration 107Q: 3 clusters Score -6545819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -6545816.500000 Penalty: 5353.583984
	Iteration 108Q: 3 clusters Score -6545816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -6545822.000000 Penalty: 5353.583984
	Iteration 109Q: 3 clusters Score -6545822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -6545827.500000 Penalty: 5353.583984
	Iteration 110Q: 3 clusters Score -6545828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -6545826.000000 Penalty: 5353.583984
	Iteration 111Q: 3 clusters Score -6545826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -6545829.500000 Penalty: 5353.583984
	Iteration 112Q: 3 clusters Score -6545830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -6545830.000000 Penalty: 5353.583984
	Iteration 113Q: 3 clusters Score -6545830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -6545831.500000 Penalty: 5353.583984
	Iteration 114Q: 3 clusters Score -6545832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -6545828.500000 Penalty: 5353.583984
	Iteration 115Q: 3 clusters Score -6545828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -6545836.500000 Penalty: 5353.583984
	Iteration 116Q: 3 clusters Score -6545836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -6545833.000000 Penalty: 5353.583984
	Iteration 117Q: 3 clusters Score -6545833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -6545843.000000 Penalty: 5353.583984
	Iteration 118Q: 3 clusters Score -6545843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -6545841.000000 Penalty: 5353.583984
	Iteration 119Q: 3 clusters Score -6545841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -6545838.000000 Penalty: 5353.583984
	Iteration 120F: 3 clusters Score -6545838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -6545844.500000 Penalty: 5353.583984
	Iteration 121Q: 3 clusters Score -6545844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -6545842.500000 Penalty: 5353.583984
	Iteration 122Q: 3 clusters Score -6545842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -6545838.000000 Penalty: 5353.583984
	Iteration 123Q: 3 clusters Score -6545838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -6545837.000000 Penalty: 5353.583984
	Iteration 124Q: 3 clusters Score -6545837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -6545840.500000 Penalty: 5353.583984
	Iteration 125Q: 3 clusters Score -6545840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -6545832.500000 Penalty: 5353.583984
	Iteration 126Q: 3 clusters Score -6545832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -6545837.500000 Penalty: 5353.583984
	Iteration 127Q: 3 clusters Score -6545838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -6545836.500000 Penalty: 5353.583984
	Iteration 128Q: 3 clusters Score -6545836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -6545837.500000 Penalty: 5353.583984
	Iteration 129Q: 3 clusters Score -6545838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -6545841.500000 Penalty: 5353.583984
	Iteration 130Q: 3 clusters Score -6545842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -6545843.000000 Penalty: 5353.583984
	Iteration 131Q: 3 clusters Score -6545843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -6545841.500000 Penalty: 5353.583984
	Iteration 132Q: 3 clusters Score -6545842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -6545843.500000 Penalty: 5353.583984
	Iteration 133Q: 3 clusters Score -6545844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -6545841.500000 Penalty: 5353.583984
	Iteration 134Q: 3 clusters Score -6545842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -6545839.000000 Penalty: 5353.583984
	Iteration 135Q: 3 clusters Score -6545839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -6545835.000000 Penalty: 5353.583984
	Iteration 136Q: 3 clusters Score -6545835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -6545833.000000 Penalty: 5353.583984
	Iteration 137Q: 3 clusters Score -6545833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -6545841.000000 Penalty: 5353.583984
	Iteration 138Q: 3 clusters Score -6545841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -6545843.000000 Penalty: 5353.583984
	Iteration 139Q: 3 clusters Score -6545843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -6545846.500000 Penalty: 5353.583984
	Iteration 140F: 3 clusters Score -6545846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -6545852.000000 Penalty: 5353.583984
	Iteration 141Q: 3 clusters Score -6545852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -6545852.000000 Penalty: 5353.583984
	Iteration 142F: 3 clusters Score -6545852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (158306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158306 members 
Entering Unmasked Estep 
Score: -21788018.000000 Penalty: 2969.126709
	Iteration 0F: 2 clusters Score -2.178802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79075 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
Score: -21682882.000000 Penalty: 5938.253418
	Iteration 0F: 3 clusters Score -2.168288e+07 nChanged 76031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79020 members 
Mstep: Class 2 contains 79286 members 
Entering Unmasked Estep 
Score: -21727430.000000 Penalty: 5938.253418
	Iteration 1F: 3 clusters Score -2.172743e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78922 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -21728676.000000 Penalty: 5938.253418
	Iteration 2Q: 3 clusters Score -2.172868e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78722 members 
Mstep: Class 2 contains 79584 members 
Entering Unmasked Estep 
Score: -21729902.000000 Penalty: 5938.253418
	Iteration 3Q: 3 clusters Score -2.17299e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78304 members 
Mstep: Class 2 contains 80002 members 
Entering Unmasked Estep 
Score: -21731852.000000 Penalty: 5938.253418
	Iteration 4Q: 3 clusters Score -2.173185e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77442 members 
Mstep: Class 2 contains 80864 members 
Entering Unmasked Estep 
Score: -21734656.000000 Penalty: 5938.253418
	Iteration 5Q: 3 clusters Score -2.173466e+07 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75794 members 
Mstep: Class 2 contains 82512 members 
Entering Unmasked Estep 
Score: -21738832.000000 Penalty: 5938.253418
	Iteration 6Q: 3 clusters Score -2.173883e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73102 members 
Mstep: Class 2 contains 85204 members 
Entering Unmasked Estep 
Score: -21744968.000000 Penalty: 5938.253418
	Iteration 7F: 3 clusters Score -2.174497e+07 nChanged 10855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69491 members 
Mstep: Class 2 contains 88815 members 
Entering Unmasked Estep 
Score: -21753906.000000 Penalty: 5938.253418
	Iteration 8F: 3 clusters Score -2.175391e+07 nChanged 11008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65785 members 
Mstep: Class 2 contains 92521 members 
Entering Unmasked Estep 
Score: -21762732.000000 Penalty: 5938.253418
	Iteration 9F: 3 clusters Score -2.176273e+07 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63025 members 
Mstep: Class 2 contains 95281 members 
Entering Unmasked Estep 
Score: -21767580.000000 Penalty: 5938.253418
	Iteration 10F: 3 clusters Score -2.176758e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61007 members 
Mstep: Class 2 contains 97299 members 
Entering Unmasked Estep 
Score: -21769640.000000 Penalty: 5938.253418
	Iteration 11Q: 3 clusters Score -2.176964e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59258 members 
Mstep: Class 2 contains 99048 members 
Entering Unmasked Estep 
Score: -21770824.000000 Penalty: 5938.253418
	Iteration 12Q: 3 clusters Score -2.177082e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57768 members 
Mstep: Class 2 contains 100538 members 
Entering Unmasked Estep 
Score: -21771598.000000 Penalty: 5938.253418
	Iteration 13Q: 3 clusters Score -2.17716e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56451 members 
Mstep: Class 2 contains 101855 members 
Entering Unmasked Estep 
Score: -21772288.000000 Penalty: 5938.253418
	Iteration 14Q: 3 clusters Score -2.177229e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 103080 members 
Entering Unmasked Estep 
Score: -21772970.000000 Penalty: 5938.253418
	Iteration 15Q: 3 clusters Score -2.177297e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 104284 members 
Entering Unmasked Estep 
Score: -21773336.000000 Penalty: 5938.253418
	Iteration 16Q: 3 clusters Score -2.177334e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52908 members 
Mstep: Class 2 contains 105398 members 
Entering Unmasked Estep 
Score: -21773818.000000 Penalty: 5938.253418
	Iteration 17Q: 3 clusters Score -2.177382e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 106435 members 
Entering Unmasked Estep 
Score: -21774024.000000 Penalty: 5938.253418
	Iteration 18Q: 3 clusters Score -2.177402e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 107357 members 
Entering Unmasked Estep 
Score: -21774274.000000 Penalty: 5938.253418
	Iteration 19Q: 3 clusters Score -2.177427e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 108238 members 
Entering Unmasked Estep 
Score: -21774390.000000 Penalty: 5938.253418
	Iteration 20F: 3 clusters Score -2.177439e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 109135 members 
Entering Unmasked Estep 
Score: -21774694.000000 Penalty: 5938.253418
	Iteration 21Q: 3 clusters Score -2.177469e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 110011 members 
Entering Unmasked Estep 
Score: -21774844.000000 Penalty: 5938.253418
	Iteration 22Q: 3 clusters Score -2.177484e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 110924 members 
Entering Unmasked Estep 
Score: -21774922.000000 Penalty: 5938.253418
	Iteration 23Q: 3 clusters Score -2.177492e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 111797 members 
Entering Unmasked Estep 
Score: -21775140.000000 Penalty: 5938.253418
	Iteration 24Q: 3 clusters Score -2.177514e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 112674 members 
Entering Unmasked Estep 
Score: -21775318.000000 Penalty: 5938.253418
	Iteration 25Q: 3 clusters Score -2.177532e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 113582 members 
Entering Unmasked Estep 
Score: -21775440.000000 Penalty: 5938.253418
	Iteration 26Q: 3 clusters Score -2.177544e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 114501 members 
Entering Unmasked Estep 
Score: -21775538.000000 Penalty: 5938.253418
	Iteration 27Q: 3 clusters Score -2.177554e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 115475 members 
Entering Unmasked Estep 
Score: -21775712.000000 Penalty: 5938.253418
	Iteration 28Q: 3 clusters Score -2.177571e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 116502 members 
Entering Unmasked Estep 
Score: -21775936.000000 Penalty: 5938.253418
	Iteration 29Q: 3 clusters Score -2.177594e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 117551 members 
Entering Unmasked Estep 
Score: -21776212.000000 Penalty: 5938.253418
	Iteration 30Q: 3 clusters Score -2.177621e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 118578 members 
Entering Unmasked Estep 
Score: -21776364.000000 Penalty: 5938.253418
	Iteration 31Q: 3 clusters Score -2.177636e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 119639 members 
Entering Unmasked Estep 
Score: -21776492.000000 Penalty: 5938.253418
	Iteration 32Q: 3 clusters Score -2.177649e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 120688 members 
Entering Unmasked Estep 
Score: -21776820.000000 Penalty: 5938.253418
	Iteration 33Q: 3 clusters Score -2.177682e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 121839 members 
Entering Unmasked Estep 
Score: -21777026.000000 Penalty: 5938.253418
	Iteration 34Q: 3 clusters Score -2.177703e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 123078 members 
Entering Unmasked Estep 
Score: -21777180.000000 Penalty: 5938.253418
	Iteration 35Q: 3 clusters Score -2.177718e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 124320 members 
Entering Unmasked Estep 
Score: -21777508.000000 Penalty: 5938.253418
	Iteration 36Q: 3 clusters Score -2.177751e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 125652 members 
Entering Unmasked Estep 
Score: -21777796.000000 Penalty: 5938.253418
	Iteration 37Q: 3 clusters Score -2.17778e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 127024 members 
Entering Unmasked Estep 
Score: -21778154.000000 Penalty: 5938.253418
	Iteration 38Q: 3 clusters Score -2.177815e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 128465 members 
Entering Unmasked Estep 
Score: -21778484.000000 Penalty: 5938.253418
	Iteration 39Q: 3 clusters Score -2.177848e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 129884 members 
Entering Unmasked Estep 
Score: -21778876.000000 Penalty: 5938.253418
	Iteration 40F: 3 clusters Score -2.177888e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 131329 members 
Entering Unmasked Estep 
Score: -21779228.000000 Penalty: 5938.253418
	Iteration 41Q: 3 clusters Score -2.177923e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 132858 members 
Entering Unmasked Estep 
Score: -21779674.000000 Penalty: 5938.253418
	Iteration 42Q: 3 clusters Score -2.177967e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 134390 members 
Entering Unmasked Estep 
Score: -21780060.000000 Penalty: 5938.253418
	Iteration 43Q: 3 clusters Score -2.178006e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 135844 members 
Entering Unmasked Estep 
Score: -21780442.000000 Penalty: 5938.253418
	Iteration 44Q: 3 clusters Score -2.178044e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 137243 members 
Entering Unmasked Estep 
Score: -21780866.000000 Penalty: 5938.253418
	Iteration 45Q: 3 clusters Score -2.178087e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 138655 members 
Entering Unmasked Estep 
Score: -21781290.000000 Penalty: 5938.253418
	Iteration 46Q: 3 clusters Score -2.178129e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 140051 members 
Entering Unmasked Estep 
Score: -21781856.000000 Penalty: 5938.253418
	Iteration 47Q: 3 clusters Score -2.178186e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 141441 members 
Entering Unmasked Estep 
Score: -21782290.000000 Penalty: 5938.253418
	Iteration 48Q: 3 clusters Score -2.178229e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 142765 members 
Entering Unmasked Estep 
Score: -21782650.000000 Penalty: 5938.253418
	Iteration 49Q: 3 clusters Score -2.178265e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 144026 members 
Entering Unmasked Estep 
Score: -21783190.000000 Penalty: 5938.253418
	Iteration 50Q: 3 clusters Score -2.178319e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 145235 members 
Entering Unmasked Estep 
Score: -21783554.000000 Penalty: 5938.253418
	Iteration 51Q: 3 clusters Score -2.178355e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 146349 members 
Entering Unmasked Estep 
Score: -21783906.000000 Penalty: 5938.253418
	Iteration 52Q: 3 clusters Score -2.178391e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 147396 members 
Entering Unmasked Estep 
Score: -21784232.000000 Penalty: 5938.253418
	Iteration 53Q: 3 clusters Score -2.178423e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 148351 members 
Entering Unmasked Estep 
Score: -21784474.000000 Penalty: 5938.253418
	Iteration 54Q: 3 clusters Score -2.178447e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 149213 members 
Entering Unmasked Estep 
Score: -21784624.000000 Penalty: 5938.253418
	Iteration 55Q: 3 clusters Score -2.178462e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 149987 members 
Entering Unmasked Estep 
Score: -21784832.000000 Penalty: 5938.253418
	Iteration 56Q: 3 clusters Score -2.178483e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 150740 members 
Entering Unmasked Estep 
Score: -21784974.000000 Penalty: 5938.253418
	Iteration 57Q: 3 clusters Score -2.178497e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 151422 members 
Entering Unmasked Estep 
Score: -21785144.000000 Penalty: 5938.253418
	Iteration 58Q: 3 clusters Score -2.178514e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 152059 members 
Entering Unmasked Estep 
Score: -21785302.000000 Penalty: 5938.253418
	Iteration 59Q: 3 clusters Score -2.17853e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 152613 members 
Entering Unmasked Estep 
Score: -21785366.000000 Penalty: 5938.253418
	Iteration 60F: 3 clusters Score -2.178537e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 153113 members 
Entering Unmasked Estep 
Score: -21785510.000000 Penalty: 5938.253418
	Iteration 61Q: 3 clusters Score -2.178551e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 153594 members 
Entering Unmasked Estep 
Score: -21785638.000000 Penalty: 5938.253418
	Iteration 62Q: 3 clusters Score -2.178564e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 154013 members 
Entering Unmasked Estep 
Score: -21785700.000000 Penalty: 5938.253418
	Iteration 63Q: 3 clusters Score -2.17857e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 154362 members 
Entering Unmasked Estep 
Score: -21785776.000000 Penalty: 5938.253418
	Iteration 64Q: 3 clusters Score -2.178578e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 154643 members 
Entering Unmasked Estep 
Score: -21785814.000000 Penalty: 5938.253418
	Iteration 65Q: 3 clusters Score -2.178581e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 154892 members 
Entering Unmasked Estep 
Score: -21785898.000000 Penalty: 5938.253418
	Iteration 66Q: 3 clusters Score -2.17859e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 155106 members 
Entering Unmasked Estep 
Score: -21785902.000000 Penalty: 5938.253418
	Iteration 67Q: 3 clusters Score -2.17859e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 155258 members 
Entering Unmasked Estep 
Score: -21785926.000000 Penalty: 5938.253418
	Iteration 68Q: 3 clusters Score -2.178593e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 155396 members 
Entering Unmasked Estep 
Score: -21785964.000000 Penalty: 5938.253418
	Iteration 69Q: 3 clusters Score -2.178596e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 155530 members 
Entering Unmasked Estep 
Score: -21785984.000000 Penalty: 5938.253418
	Iteration 70Q: 3 clusters Score -2.178598e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 155642 members 
Entering Unmasked Estep 
Score: -21786000.000000 Penalty: 5938.253418
	Iteration 71Q: 3 clusters Score -2.1786e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 155728 members 
Entering Unmasked Estep 
Score: -21785992.000000 Penalty: 5938.253418
	Iteration 72Q: 3 clusters Score -2.178599e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 155797 members 
Entering Unmasked Estep 
Score: -21786020.000000 Penalty: 5938.253418
	Iteration 73Q: 3 clusters Score -2.178602e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 155874 members 
Entering Unmasked Estep 
Score: -21786044.000000 Penalty: 5938.253418
	Iteration 74Q: 3 clusters Score -2.178604e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 155941 members 
Entering Unmasked Estep 
Score: -21786048.000000 Penalty: 5938.253418
	Iteration 75Q: 3 clusters Score -2.178605e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 155986 members 
Entering Unmasked Estep 
Score: -21786024.000000 Penalty: 5938.253418
	Iteration 76Q: 3 clusters Score -2.178602e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 156024 members 
Entering Unmasked Estep 
Score: -21786060.000000 Penalty: 5938.253418
	Iteration 77Q: 3 clusters Score -2.178606e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 156052 members 
Entering Unmasked Estep 
Score: -21786094.000000 Penalty: 5938.253418
	Iteration 78Q: 3 clusters Score -2.178609e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 156079 members 
Entering Unmasked Estep 
Score: -21786098.000000 Penalty: 5938.253418
	Iteration 79Q: 3 clusters Score -2.17861e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 156100 members 
Entering Unmasked Estep 
Score: -21786092.000000 Penalty: 5938.253418
	Iteration 80F: 3 clusters Score -2.178609e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 156125 members 
Entering Unmasked Estep 
Score: -21786112.000000 Penalty: 5938.253418
	Iteration 81Q: 3 clusters Score -2.178611e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 156144 members 
Entering Unmasked Estep 
Score: -21786126.000000 Penalty: 5938.253418
	Iteration 82Q: 3 clusters Score -2.178613e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 156164 members 
Entering Unmasked Estep 
Score: -21786146.000000 Penalty: 5938.253418
	Iteration 83Q: 3 clusters Score -2.178615e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 156181 members 
Entering Unmasked Estep 
Score: -21786132.000000 Penalty: 5938.253418
	Iteration 84Q: 3 clusters Score -2.178613e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 156193 members 
Entering Unmasked Estep 
Score: -21786140.000000 Penalty: 5938.253418
	Iteration 85Q: 3 clusters Score -2.178614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 156205 members 
Entering Unmasked Estep 
Score: -21786136.000000 Penalty: 5938.253418
	Iteration 86Q: 3 clusters Score -2.178614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 156219 members 
Entering Unmasked Estep 
Score: -21786126.000000 Penalty: 5938.253418
	Iteration 87Q: 3 clusters Score -2.178613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 156233 members 
Entering Unmasked Estep 
Score: -21786134.000000 Penalty: 5938.253418
	Iteration 88Q: 3 clusters Score -2.178613e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 156255 members 
Entering Unmasked Estep 
Score: -21786130.000000 Penalty: 5938.253418
	Iteration 89Q: 3 clusters Score -2.178613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 156271 members 
Entering Unmasked Estep 
Score: -21786144.000000 Penalty: 5938.253418
	Iteration 90Q: 3 clusters Score -2.178614e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 156288 members 
Entering Unmasked Estep 
Score: -21786146.000000 Penalty: 5938.253418
	Iteration 91Q: 3 clusters Score -2.178615e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 156308 members 
Entering Unmasked Estep 
Score: -21786138.000000 Penalty: 5938.253418
	Iteration 92Q: 3 clusters Score -2.178614e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 156322 members 
Entering Unmasked Estep 
Score: -21786160.000000 Penalty: 5938.253418
	Iteration 93Q: 3 clusters Score -2.178616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 156333 members 
Entering Unmasked Estep 
Score: -21786156.000000 Penalty: 5938.253418
	Iteration 94Q: 3 clusters Score -2.178616e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 156347 members 
Entering Unmasked Estep 
Score: -21786130.000000 Penalty: 5938.253418
	Iteration 95Q: 3 clusters Score -2.178613e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 156358 members 
Entering Unmasked Estep 
Score: -21786152.000000 Penalty: 5938.253418
	Iteration 96Q: 3 clusters Score -2.178615e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 156370 members 
Entering Unmasked Estep 
Score: -21786146.000000 Penalty: 5938.253418
	Iteration 97Q: 3 clusters Score -2.178615e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 156378 members 
Entering Unmasked Estep 
Score: -21786152.000000 Penalty: 5938.253418
	Iteration 98Q: 3 clusters Score -2.178615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 156387 members 
Entering Unmasked Estep 
Score: -21786162.000000 Penalty: 5938.253418
	Iteration 99Q: 3 clusters Score -2.178616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 156394 members 
Entering Unmasked Estep 
Score: -21786180.000000 Penalty: 5938.253418
	Iteration 100F: 3 clusters Score -2.178618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 156404 members 
Entering Unmasked Estep 
Score: -21786152.000000 Penalty: 5938.253418
	Iteration 101Q: 3 clusters Score -2.178615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 156411 members 
Entering Unmasked Estep 
Score: -21786174.000000 Penalty: 5938.253418
	Iteration 102Q: 3 clusters Score -2.178617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 156416 members 
Entering Unmasked Estep 
Score: -21786164.000000 Penalty: 5938.253418
	Iteration 103Q: 3 clusters Score -2.178616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 156423 members 
Entering Unmasked Estep 
Score: -21786148.000000 Penalty: 5938.253418
	Iteration 104Q: 3 clusters Score -2.178615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 156428 members 
Entering Unmasked Estep 
Score: -21786140.000000 Penalty: 5938.253418
	Iteration 105Q: 3 clusters Score -2.178614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 156433 members 
Entering Unmasked Estep 
Score: -21786156.000000 Penalty: 5938.253418
	Iteration 106Q: 3 clusters Score -2.178616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 156440 members 
Entering Unmasked Estep 
Score: -21786150.000000 Penalty: 5938.253418
	Iteration 107Q: 3 clusters Score -2.178615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 156444 members 
Entering Unmasked Estep 
Score: -21786158.000000 Penalty: 5938.253418
	Iteration 108Q: 3 clusters Score -2.178616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 156449 members 
Entering Unmasked Estep 
Score: -21786150.000000 Penalty: 5938.253418
	Iteration 109Q: 3 clusters Score -2.178615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 156454 members 
Entering Unmasked Estep 
Score: -21786164.000000 Penalty: 5938.253418
	Iteration 110Q: 3 clusters Score -2.178616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 156459 members 
Entering Unmasked Estep 
Score: -21786156.000000 Penalty: 5938.253418
	Iteration 111Q: 3 clusters Score -2.178616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 156463 members 
Entering Unmasked Estep 
Score: -21786148.000000 Penalty: 5938.253418
	Iteration 112Q: 3 clusters Score -2.178615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 156465 members 
Entering Unmasked Estep 
Score: -21786156.000000 Penalty: 5938.253418
	Iteration 113Q: 3 clusters Score -2.178616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 156466 members 
Entering Unmasked Estep 
Score: -21786156.000000 Penalty: 5938.253418
	Iteration 114Q: 3 clusters Score -2.178616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 156466 members 
Entering Unmasked Estep 
Score: -21786156.000000 Penalty: 5938.253418
	Iteration 115F: 3 clusters Score -2.178616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -106919.171875 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -106919.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -105146.890625 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -105146.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -105448.453125 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -105448.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -105573.750000 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -105573.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -105643.164062 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -105643.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -105685.296875 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -105685.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -105716.945312 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -105716.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -105742.343750 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -105742.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -105763.531250 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -105763.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -105776.414062 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -105776.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -105801.406250 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -105801.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -105821.203125 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -105821.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -105836.484375 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -105836.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -105848.914062 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -105848.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -105855.812500 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -105855.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -105859.507812 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -105859.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -105861.898438 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -105861.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -105869.031250 Penalty: 3344.468994
	Iteration 16Q: 3 clusters Score -105869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -105871.125000 Penalty: 3344.468994
	Iteration 17Q: 3 clusters Score -105871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -105874.054688 Penalty: 3344.468994
	Iteration 18Q: 3 clusters Score -105874.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -105875.453125 Penalty: 3344.468994
	Iteration 19Q: 3 clusters Score -105875.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -105876.921875 Penalty: 3344.468994
	Iteration 20F: 3 clusters Score -105876.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -105878.343750 Penalty: 3344.468994
	Iteration 21Q: 3 clusters Score -105878.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -105896.203125 Penalty: 3344.468994
	Iteration 22Q: 3 clusters Score -105896.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -105900.414062 Penalty: 3344.468994
	Iteration 23Q: 3 clusters Score -105900.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -105911.375000 Penalty: 3344.468994
	Iteration 24Q: 3 clusters Score -105911.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -105921.148438 Penalty: 3344.468994
	Iteration 25Q: 3 clusters Score -105921.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105929.921875 Penalty: 3344.468994
	Iteration 26Q: 3 clusters Score -105929.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -105932.617188 Penalty: 3344.468994
	Iteration 27Q: 3 clusters Score -105932.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -105935.742188 Penalty: 3344.468994
	Iteration 28Q: 3 clusters Score -105935.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -105937.390625 Penalty: 3344.468994
	Iteration 29Q: 3 clusters Score -105937.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -105939.398438 Penalty: 3344.468994
	Iteration 30Q: 3 clusters Score -105939.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -105941.359375 Penalty: 3344.468994
	Iteration 31Q: 3 clusters Score -105941.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -105943.773438 Penalty: 3344.468994
	Iteration 32Q: 3 clusters Score -105943.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -105945.578125 Penalty: 3344.468994
	Iteration 33Q: 3 clusters Score -105945.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -105948.390625 Penalty: 3344.468994
	Iteration 34Q: 3 clusters Score -105948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -105954.437500 Penalty: 3344.468994
	Iteration 35Q: 3 clusters Score -105954.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -105958.703125 Penalty: 3344.468994
	Iteration 36Q: 3 clusters Score -105958.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -105966.437500 Penalty: 3344.468994
	Iteration 37Q: 3 clusters Score -105966.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105974.351562 Penalty: 3344.468994
	Iteration 38Q: 3 clusters Score -105974.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -105983.632812 Penalty: 3344.468994
	Iteration 39Q: 3 clusters Score -105983.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -105994.757812 Penalty: 3344.468994
	Iteration 40F: 3 clusters Score -105994.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -106008.914062 Penalty: 3344.468994
	Iteration 41Q: 3 clusters Score -106008.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -106021.117188 Penalty: 3344.468994
	Iteration 42Q: 3 clusters Score -106021.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -106042.328125 Penalty: 3344.468994
	Iteration 43Q: 3 clusters Score -106042.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -106059.406250 Penalty: 3344.468994
	Iteration 44Q: 3 clusters Score -106059.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -106075.570312 Penalty: 3344.468994
	Iteration 45Q: 3 clusters Score -106075.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -106104.976562 Penalty: 3344.468994
	Iteration 46Q: 3 clusters Score -106105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -106150.671875 Penalty: 3344.468994
	Iteration 47Q: 3 clusters Score -106150.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -106286.617188 Penalty: 3344.468994
	Iteration 48Q: 3 clusters Score -106286.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -106582.445312 Penalty: 3344.468994
	Iteration 49Q: 3 clusters Score -106582.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -106784.304688 Penalty: 3344.468994
	Iteration 50Q: 3 clusters Score -106784.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -106864.320312 Penalty: 3344.468994
	Iteration 51Q: 3 clusters Score -106864.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -106886.304688 Penalty: 3344.468994
	Iteration 52Q: 3 clusters Score -106886.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -106903.492188 Penalty: 3344.468994
	Iteration 53Q: 3 clusters Score -106903.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -106907.593750 Penalty: 3344.468994
	Iteration 54Q: 3 clusters Score -106907.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -106908.898438 Penalty: 3344.468994
	Iteration 55Q: 3 clusters Score -106908.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -106911.843750 Penalty: 3344.468994
	Iteration 56Q: 3 clusters Score -106911.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -106918.093750 Penalty: 3344.468994
	Iteration 57Q: 3 clusters Score -106918.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -106924.914062 Penalty: 3344.468994
	Iteration 58Q: 3 clusters Score -106924.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -106929.640625 Penalty: 3344.468994
	Iteration 59Q: 3 clusters Score -106929.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -106929.640625 Penalty: 3344.468994
	Iteration 60F: 3 clusters Score -106929.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176580 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51795 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10415 members 
Mstep: Class 8 contains 615 members 
Mstep: Class 11 contains 48704 members 
Mstep: Class 13 contains 158306 members 
Mstep: Class 14 contains 233 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154805 members 
Mstep: Class 18 contains 39956 members 
Mstep: Class 20 contains 177085 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8464 members 
Entering Unmasked Estep 
Score: -116101344.000000 Penalty: 60989.933594
Splitting cluster 14 changes total score from -116103008.000000 to -116101344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (7175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Entering Unmasked Estep 
Score: -990047.000000 Penalty: 2201.832764
	Iteration 0F: 2 clusters Score -990047 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 3568 members 
Entering Unmasked Estep 
Score: -984232.625000 Penalty: 4403.665527
	Iteration 0F: 3 clusters Score -984232.6 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -985828.625000 Penalty: 4403.665527
	Iteration 1F: 3 clusters Score -985828.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -986061.375000 Penalty: 4403.665527
	Iteration 2F: 3 clusters Score -986061.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -986174.687500 Penalty: 4403.665527
	Iteration 3Q: 3 clusters Score -986174.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -986259.250000 Penalty: 4403.665527
	Iteration 4Q: 3 clusters Score -986259.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -986335.750000 Penalty: 4403.665527
	Iteration 5Q: 3 clusters Score -986335.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -986396.687500 Penalty: 4403.665527
	Iteration 6Q: 3 clusters Score -986396.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -986449.937500 Penalty: 4403.665527
	Iteration 7Q: 3 clusters Score -986449.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -986500.500000 Penalty: 4403.665527
	Iteration 8Q: 3 clusters Score -986500.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -986552.187500 Penalty: 4403.665527
	Iteration 9Q: 3 clusters Score -986552.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -986590.500000 Penalty: 4403.665527
	Iteration 10Q: 3 clusters Score -986590.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -986626.625000 Penalty: 4403.665527
	Iteration 11Q: 3 clusters Score -986626.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -986662.500000 Penalty: 4403.665527
	Iteration 12Q: 3 clusters Score -986662.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -986700.125000 Penalty: 4403.665527
	Iteration 13Q: 3 clusters Score -986700.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -986750.125000 Penalty: 4403.665527
	Iteration 14Q: 3 clusters Score -986750.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -986807.187500 Penalty: 4403.665527
	Iteration 15Q: 3 clusters Score -986807.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -986876.562500 Penalty: 4403.665527
	Iteration 16Q: 3 clusters Score -986876.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -986961.375000 Penalty: 4403.665527
	Iteration 17Q: 3 clusters Score -986961.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -987077.500000 Penalty: 4403.665527
	Iteration 18Q: 3 clusters Score -987077.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -987203.000000 Penalty: 4403.665527
	Iteration 19Q: 3 clusters Score -987203 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -987331.312500 Penalty: 4403.665527
	Iteration 20F: 3 clusters Score -987331.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -987481.562500 Penalty: 4403.665527
	Iteration 21Q: 3 clusters Score -987481.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -987608.062500 Penalty: 4403.665527
	Iteration 22Q: 3 clusters Score -987608.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -987708.312500 Penalty: 4403.665527
	Iteration 23Q: 3 clusters Score -987708.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -987790.687500 Penalty: 4403.665527
	Iteration 24Q: 3 clusters Score -987790.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -987865.312500 Penalty: 4403.665527
	Iteration 25Q: 3 clusters Score -987865.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -987909.937500 Penalty: 4403.665527
	Iteration 26Q: 3 clusters Score -987909.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -987949.187500 Penalty: 4403.665527
	Iteration 27Q: 3 clusters Score -987949.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -987988.250000 Penalty: 4403.665527
	Iteration 28Q: 3 clusters Score -987988.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -988022.437500 Penalty: 4403.665527
	Iteration 29Q: 3 clusters Score -988022.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -988039.625000 Penalty: 4403.665527
	Iteration 30Q: 3 clusters Score -988039.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -988053.562500 Penalty: 4403.665527
	Iteration 31Q: 3 clusters Score -988053.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -988071.687500 Penalty: 4403.665527
	Iteration 32Q: 3 clusters Score -988071.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -988092.812500 Penalty: 4403.665527
	Iteration 33Q: 3 clusters Score -988092.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -988113.687500 Penalty: 4403.665527
	Iteration 34Q: 3 clusters Score -988113.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -988122.250000 Penalty: 4403.665527
	Iteration 35Q: 3 clusters Score -988122.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -988131.937500 Penalty: 4403.665527
	Iteration 36Q: 3 clusters Score -988131.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -988143.875000 Penalty: 4403.665527
	Iteration 37Q: 3 clusters Score -988143.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -988151.062500 Penalty: 4403.665527
	Iteration 38Q: 3 clusters Score -988151.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -988157.562500 Penalty: 4403.665527
	Iteration 39Q: 3 clusters Score -988157.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -988163.000000 Penalty: 4403.665527
	Iteration 40F: 3 clusters Score -988163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -988169.250000 Penalty: 4403.665527
	Iteration 41Q: 3 clusters Score -988169.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -988171.250000 Penalty: 4403.665527
	Iteration 42Q: 3 clusters Score -988171.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -988172.750000 Penalty: 4403.665527
	Iteration 43Q: 3 clusters Score -988172.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -988176.812500 Penalty: 4403.665527
	Iteration 44Q: 3 clusters Score -988176.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -988179.437500 Penalty: 4403.665527
	Iteration 45Q: 3 clusters Score -988179.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -988182.812500 Penalty: 4403.665527
	Iteration 46Q: 3 clusters Score -988182.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -988185.937500 Penalty: 4403.665527
	Iteration 47Q: 3 clusters Score -988185.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -988188.312500 Penalty: 4403.665527
	Iteration 48Q: 3 clusters Score -988188.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -988190.375000 Penalty: 4403.665527
	Iteration 49Q: 3 clusters Score -988190.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -988192.312500 Penalty: 4403.665527
	Iteration 50Q: 3 clusters Score -988192.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -988193.187500 Penalty: 4403.665527
	Iteration 51Q: 3 clusters Score -988193.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -988196.312500 Penalty: 4403.665527
	Iteration 52Q: 3 clusters Score -988196.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -988200.687500 Penalty: 4403.665527
	Iteration 53Q: 3 clusters Score -988200.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -988202.062500 Penalty: 4403.665527
	Iteration 54Q: 3 clusters Score -988202.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -988205.562500 Penalty: 4403.665527
	Iteration 55Q: 3 clusters Score -988205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -988207.250000 Penalty: 4403.665527
	Iteration 56Q: 3 clusters Score -988207.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -988209.750000 Penalty: 4403.665527
	Iteration 57Q: 3 clusters Score -988209.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -988210.375000 Penalty: 4403.665527
	Iteration 58Q: 3 clusters Score -988210.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -988210.375000 Penalty: 4403.665527
	Iteration 59F: 3 clusters Score -988210.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (154805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154805 members 
Entering Unmasked Estep 
Score: -21300528.000000 Penalty: 2963.580566
	Iteration 0F: 2 clusters Score -2.130053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 77163 members 
Entering Unmasked Estep 
Score: -21198072.000000 Penalty: 5927.161133
	Iteration 0F: 3 clusters Score -2.119807e+07 nChanged 73909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80641 members 
Mstep: Class 2 contains 74164 members 
Entering Unmasked Estep 
Score: -21241000.000000 Penalty: 5927.161133
	Iteration 1F: 3 clusters Score -2.1241e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82598 members 
Mstep: Class 2 contains 72207 members 
Entering Unmasked Estep 
Score: -21242416.000000 Penalty: 5927.161133
	Iteration 2Q: 3 clusters Score -2.124242e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85801 members 
Mstep: Class 2 contains 69004 members 
Entering Unmasked Estep 
Score: -21244244.000000 Penalty: 5927.161133
	Iteration 3Q: 3 clusters Score -2.124424e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90812 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -21247754.000000 Penalty: 5927.161133
	Iteration 4Q: 3 clusters Score -2.124775e+07 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97966 members 
Mstep: Class 2 contains 56839 members 
Entering Unmasked Estep 
Score: -21253520.000000 Penalty: 5927.161133
	Iteration 5F: 3 clusters Score -2.125352e+07 nChanged 11568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107552 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -21262266.000000 Penalty: 5927.161133
	Iteration 6F: 3 clusters Score -2.126227e+07 nChanged 12003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117783 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -21273070.000000 Penalty: 5927.161133
	Iteration 7F: 3 clusters Score -2.127307e+07 nChanged 10079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126006 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -21282404.000000 Penalty: 5927.161133
	Iteration 8F: 3 clusters Score -2.12824e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130728 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -21288496.000000 Penalty: 5927.161133
	Iteration 9Q: 3 clusters Score -2.12885e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133388 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -21290910.000000 Penalty: 5927.161133
	Iteration 10Q: 3 clusters Score -2.129091e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135351 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -21292286.000000 Penalty: 5927.161133
	Iteration 11Q: 3 clusters Score -2.129229e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137010 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -21293200.000000 Penalty: 5927.161133
	Iteration 12Q: 3 clusters Score -2.12932e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138461 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -21293876.000000 Penalty: 5927.161133
	Iteration 13Q: 3 clusters Score -2.129388e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139787 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -21294454.000000 Penalty: 5927.161133
	Iteration 14Q: 3 clusters Score -2.129445e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140985 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -21294886.000000 Penalty: 5927.161133
	Iteration 15Q: 3 clusters Score -2.129489e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142056 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -21295254.000000 Penalty: 5927.161133
	Iteration 16Q: 3 clusters Score -2.129525e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143004 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -21295496.000000 Penalty: 5927.161133
	Iteration 17Q: 3 clusters Score -2.12955e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143875 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -21295866.000000 Penalty: 5927.161133
	Iteration 18Q: 3 clusters Score -2.129587e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144634 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -21296190.000000 Penalty: 5927.161133
	Iteration 19Q: 3 clusters Score -2.129619e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145326 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -21296390.000000 Penalty: 5927.161133
	Iteration 20F: 3 clusters Score -2.129639e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145937 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -21296578.000000 Penalty: 5927.161133
	Iteration 21Q: 3 clusters Score -2.129658e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146481 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -21296794.000000 Penalty: 5927.161133
	Iteration 22Q: 3 clusters Score -2.129679e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146979 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -21296960.000000 Penalty: 5927.161133
	Iteration 23Q: 3 clusters Score -2.129696e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147456 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -21297174.000000 Penalty: 5927.161133
	Iteration 24Q: 3 clusters Score -2.129717e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147895 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -21297290.000000 Penalty: 5927.161133
	Iteration 25Q: 3 clusters Score -2.129729e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148287 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -21297354.000000 Penalty: 5927.161133
	Iteration 26Q: 3 clusters Score -2.129735e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148651 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -21297430.000000 Penalty: 5927.161133
	Iteration 27Q: 3 clusters Score -2.129743e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148972 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -21297440.000000 Penalty: 5927.161133
	Iteration 28Q: 3 clusters Score -2.129744e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149245 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -21297540.000000 Penalty: 5927.161133
	Iteration 29Q: 3 clusters Score -2.129754e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149502 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -21297676.000000 Penalty: 5927.161133
	Iteration 30Q: 3 clusters Score -2.129768e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149737 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -21297800.000000 Penalty: 5927.161133
	Iteration 31Q: 3 clusters Score -2.12978e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149935 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -21297874.000000 Penalty: 5927.161133
	Iteration 32Q: 3 clusters Score -2.129787e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150131 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -21297866.000000 Penalty: 5927.161133
	Iteration 33Q: 3 clusters Score -2.129787e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150333 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -21297860.000000 Penalty: 5927.161133
	Iteration 34Q: 3 clusters Score -2.129786e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150513 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -21297910.000000 Penalty: 5927.161133
	Iteration 35Q: 3 clusters Score -2.129791e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150680 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -21297888.000000 Penalty: 5927.161133
	Iteration 36Q: 3 clusters Score -2.129789e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150840 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -21297992.000000 Penalty: 5927.161133
	Iteration 37Q: 3 clusters Score -2.129799e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150989 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -21298020.000000 Penalty: 5927.161133
	Iteration 38Q: 3 clusters Score -2.129802e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151111 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -21298034.000000 Penalty: 5927.161133
	Iteration 39Q: 3 clusters Score -2.129803e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151221 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -21298018.000000 Penalty: 5927.161133
	Iteration 40F: 3 clusters Score -2.129802e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151336 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -21298046.000000 Penalty: 5927.161133
	Iteration 41Q: 3 clusters Score -2.129805e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151431 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -21298064.000000 Penalty: 5927.161133
	Iteration 42Q: 3 clusters Score -2.129806e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151523 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -21298064.000000 Penalty: 5927.161133
	Iteration 43Q: 3 clusters Score -2.129806e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151596 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -21298064.000000 Penalty: 5927.161133
	Iteration 44Q: 3 clusters Score -2.129806e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151673 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -21298098.000000 Penalty: 5927.161133
	Iteration 45Q: 3 clusters Score -2.12981e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151739 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -21298102.000000 Penalty: 5927.161133
	Iteration 46Q: 3 clusters Score -2.12981e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151775 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -21298126.000000 Penalty: 5927.161133
	Iteration 47Q: 3 clusters Score -2.129813e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151806 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -21298134.000000 Penalty: 5927.161133
	Iteration 48Q: 3 clusters Score -2.129813e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151828 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -21298138.000000 Penalty: 5927.161133
	Iteration 49Q: 3 clusters Score -2.129814e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151851 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -21298130.000000 Penalty: 5927.161133
	Iteration 50Q: 3 clusters Score -2.129813e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151874 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -21298126.000000 Penalty: 5927.161133
	Iteration 51Q: 3 clusters Score -2.129813e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151889 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -21298142.000000 Penalty: 5927.161133
	Iteration 52Q: 3 clusters Score -2.129814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151904 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -21298138.000000 Penalty: 5927.161133
	Iteration 53Q: 3 clusters Score -2.129814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151921 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -21298138.000000 Penalty: 5927.161133
	Iteration 54Q: 3 clusters Score -2.129814e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151935 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -21298138.000000 Penalty: 5927.161133
	Iteration 55Q: 3 clusters Score -2.129814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151945 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -21298148.000000 Penalty: 5927.161133
	Iteration 56Q: 3 clusters Score -2.129815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151954 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -21298146.000000 Penalty: 5927.161133
	Iteration 57Q: 3 clusters Score -2.129815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151964 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -21298166.000000 Penalty: 5927.161133
	Iteration 58Q: 3 clusters Score -2.129817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151975 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -21298162.000000 Penalty: 5927.161133
	Iteration 59Q: 3 clusters Score -2.129816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151984 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -21298150.000000 Penalty: 5927.161133
	Iteration 60F: 3 clusters Score -2.129815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151997 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -21298150.000000 Penalty: 5927.161133
	Iteration 61Q: 3 clusters Score -2.129815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152003 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -21298144.000000 Penalty: 5927.161133
	Iteration 62Q: 3 clusters Score -2.129814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152008 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -21298152.000000 Penalty: 5927.161133
	Iteration 63Q: 3 clusters Score -2.129815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152013 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -21298142.000000 Penalty: 5927.161133
	Iteration 64Q: 3 clusters Score -2.129814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152023 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -21298162.000000 Penalty: 5927.161133
	Iteration 65Q: 3 clusters Score -2.129816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152032 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -21298152.000000 Penalty: 5927.161133
	Iteration 66Q: 3 clusters Score -2.129815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152037 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -21298162.000000 Penalty: 5927.161133
	Iteration 67Q: 3 clusters Score -2.129816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152050 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -21298188.000000 Penalty: 5927.161133
	Iteration 68Q: 3 clusters Score -2.129819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152062 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -21298190.000000 Penalty: 5927.161133
	Iteration 69Q: 3 clusters Score -2.129819e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152068 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -21298180.000000 Penalty: 5927.161133
	Iteration 70Q: 3 clusters Score -2.129818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152077 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -21298172.000000 Penalty: 5927.161133
	Iteration 71Q: 3 clusters Score -2.129817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152077 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -21298170.000000 Penalty: 5927.161133
	Iteration 72Q: 3 clusters Score -2.129817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152078 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -21298168.000000 Penalty: 5927.161133
	Iteration 73Q: 3 clusters Score -2.129817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152079 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -21298166.000000 Penalty: 5927.161133
	Iteration 74Q: 3 clusters Score -2.129817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152079 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -21298166.000000 Penalty: 5927.161133
	Iteration 75F: 3 clusters Score -2.129817e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Entering Unmasked Estep 
Score: -5571437.500000 Penalty: 2627.692627
	Iteration 0F: 2 clusters Score -5571438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -5544355.000000 Penalty: 5255.385254
	Iteration 0F: 3 clusters Score -5544355 nChanged 18322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -5554239.500000 Penalty: 5255.385254
	Iteration 1F: 3 clusters Score -5554240 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -5554687.500000 Penalty: 5255.385254
	Iteration 2Q: 3 clusters Score -5554688 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -5555136.500000 Penalty: 5255.385254
	Iteration 3Q: 3 clusters Score -5555136 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -5555602.000000 Penalty: 5255.385254
	Iteration 4Q: 3 clusters Score -5555602 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -5556167.000000 Penalty: 5255.385254
	Iteration 5Q: 3 clusters Score -5556167 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -5556863.000000 Penalty: 5255.385254
	Iteration 6Q: 3 clusters Score -5556863 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -5557842.500000 Penalty: 5255.385254
	Iteration 7Q: 3 clusters Score -5557842 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -5559281.500000 Penalty: 5255.385254
	Iteration 8F: 3 clusters Score -5559282 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -5561057.000000 Penalty: 5255.385254
	Iteration 9F: 3 clusters Score -5561057 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -5562900.000000 Penalty: 5255.385254
	Iteration 10F: 3 clusters Score -5562900 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -5564139.000000 Penalty: 5255.385254
	Iteration 11F: 3 clusters Score -5564139 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -5564844.500000 Penalty: 5255.385254
	Iteration 12Q: 3 clusters Score -5564844 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -5565210.500000 Penalty: 5255.385254
	Iteration 13Q: 3 clusters Score -5565210 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -5565484.500000 Penalty: 5255.385254
	Iteration 14Q: 3 clusters Score -5565484 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -5565713.500000 Penalty: 5255.385254
	Iteration 15Q: 3 clusters Score -5565714 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -5565944.500000 Penalty: 5255.385254
	Iteration 16Q: 3 clusters Score -5565944 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -5566169.000000 Penalty: 5255.385254
	Iteration 17Q: 3 clusters Score -5566169 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -5566373.500000 Penalty: 5255.385254
	Iteration 18Q: 3 clusters Score -5566374 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -5566541.500000 Penalty: 5255.385254
	Iteration 19Q: 3 clusters Score -5566542 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -5566674.500000 Penalty: 5255.385254
	Iteration 20F: 3 clusters Score -5566674 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -5566797.500000 Penalty: 5255.385254
	Iteration 21Q: 3 clusters Score -5566798 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -5566910.000000 Penalty: 5255.385254
	Iteration 22Q: 3 clusters Score -5566910 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -5567037.500000 Penalty: 5255.385254
	Iteration 23Q: 3 clusters Score -5567038 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -5567110.000000 Penalty: 5255.385254
	Iteration 24Q: 3 clusters Score -5567110 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -5567192.000000 Penalty: 5255.385254
	Iteration 25Q: 3 clusters Score -5567192 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -5567255.000000 Penalty: 5255.385254
	Iteration 26Q: 3 clusters Score -5567255 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -5567339.000000 Penalty: 5255.385254
	Iteration 27Q: 3 clusters Score -5567339 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -5567426.000000 Penalty: 5255.385254
	Iteration 28Q: 3 clusters Score -5567426 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -5567476.500000 Penalty: 5255.385254
	Iteration 29Q: 3 clusters Score -5567476 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -5567565.000000 Penalty: 5255.385254
	Iteration 30Q: 3 clusters Score -5567565 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -5567656.500000 Penalty: 5255.385254
	Iteration 31Q: 3 clusters Score -5567656 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -5567733.000000 Penalty: 5255.385254
	Iteration 32Q: 3 clusters Score -5567733 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -5567817.000000 Penalty: 5255.385254
	Iteration 33Q: 3 clusters Score -5567817 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -5567889.500000 Penalty: 5255.385254
	Iteration 34Q: 3 clusters Score -5567890 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -5567974.500000 Penalty: 5255.385254
	Iteration 35Q: 3 clusters Score -5567974 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -5568080.500000 Penalty: 5255.385254
	Iteration 36Q: 3 clusters Score -5568080 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -5568155.000000 Penalty: 5255.385254
	Iteration 37Q: 3 clusters Score -5568155 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -5568270.500000 Penalty: 5255.385254
	Iteration 38Q: 3 clusters Score -5568270 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -5568348.500000 Penalty: 5255.385254
	Iteration 39Q: 3 clusters Score -5568348 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -5568438.000000 Penalty: 5255.385254
	Iteration 40F: 3 clusters Score -5568438 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -5568515.500000 Penalty: 5255.385254
	Iteration 41Q: 3 clusters Score -5568516 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -5568595.000000 Penalty: 5255.385254
	Iteration 42Q: 3 clusters Score -5568595 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -5568670.500000 Penalty: 5255.385254
	Iteration 43Q: 3 clusters Score -5568670 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -5568732.000000 Penalty: 5255.385254
	Iteration 44Q: 3 clusters Score -5568732 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -5568809.000000 Penalty: 5255.385254
	Iteration 45Q: 3 clusters Score -5568809 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -5568857.000000 Penalty: 5255.385254
	Iteration 46Q: 3 clusters Score -5568857 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -5568886.500000 Penalty: 5255.385254
	Iteration 47Q: 3 clusters Score -5568886 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -5568941.500000 Penalty: 5255.385254
	Iteration 48Q: 3 clusters Score -5568942 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -5568970.500000 Penalty: 5255.385254
	Iteration 49Q: 3 clusters Score -5568970 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -5568990.500000 Penalty: 5255.385254
	Iteration 50Q: 3 clusters Score -5568990 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5569004.000000 Penalty: 5255.385254
	Iteration 51Q: 3 clusters Score -5569004 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -5569027.000000 Penalty: 5255.385254
	Iteration 52Q: 3 clusters Score -5569027 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -5569047.500000 Penalty: 5255.385254
	Iteration 53Q: 3 clusters Score -5569048 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -5569070.500000 Penalty: 5255.385254
	Iteration 54Q: 3 clusters Score -5569070 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5569086.500000 Penalty: 5255.385254
	Iteration 55Q: 3 clusters Score -5569086 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5569109.500000 Penalty: 5255.385254
	Iteration 56Q: 3 clusters Score -5569110 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -5569125.500000 Penalty: 5255.385254
	Iteration 57Q: 3 clusters Score -5569126 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -5569138.000000 Penalty: 5255.385254
	Iteration 58Q: 3 clusters Score -5569138 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -5569147.000000 Penalty: 5255.385254
	Iteration 59Q: 3 clusters Score -5569147 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -5569151.000000 Penalty: 5255.385254
	Iteration 60F: 3 clusters Score -5569151 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5569167.000000 Penalty: 5255.385254
	Iteration 61Q: 3 clusters Score -5569167 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5569189.000000 Penalty: 5255.385254
	Iteration 62Q: 3 clusters Score -5569189 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5569202.000000 Penalty: 5255.385254
	Iteration 63Q: 3 clusters Score -5569202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -5569215.000000 Penalty: 5255.385254
	Iteration 64Q: 3 clusters Score -5569215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -5569212.500000 Penalty: 5255.385254
	Iteration 65Q: 3 clusters Score -5569212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5569218.000000 Penalty: 5255.385254
	Iteration 66Q: 3 clusters Score -5569218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5569225.000000 Penalty: 5255.385254
	Iteration 67Q: 3 clusters Score -5569225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5569234.000000 Penalty: 5255.385254
	Iteration 68Q: 3 clusters Score -5569234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5569235.500000 Penalty: 5255.385254
	Iteration 69Q: 3 clusters Score -5569236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5569242.500000 Penalty: 5255.385254
	Iteration 70Q: 3 clusters Score -5569242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5569248.500000 Penalty: 5255.385254
	Iteration 71Q: 3 clusters Score -5569248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5569248.000000 Penalty: 5255.385254
	Iteration 72Q: 3 clusters Score -5569248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5569241.500000 Penalty: 5255.385254
	Iteration 73Q: 3 clusters Score -5569242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5569249.500000 Penalty: 5255.385254
	Iteration 74Q: 3 clusters Score -5569250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5569247.500000 Penalty: 5255.385254
	Iteration 75Q: 3 clusters Score -5569248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5569242.000000 Penalty: 5255.385254
	Iteration 76Q: 3 clusters Score -5569242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5569251.500000 Penalty: 5255.385254
	Iteration 77Q: 3 clusters Score -5569252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5569246.000000 Penalty: 5255.385254
	Iteration 78Q: 3 clusters Score -5569246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5569243.500000 Penalty: 5255.385254
	Iteration 79Q: 3 clusters Score -5569244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5569246.500000 Penalty: 5255.385254
	Iteration 80F: 3 clusters Score -5569246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5569249.000000 Penalty: 5255.385254
	Iteration 81Q: 3 clusters Score -5569249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5569247.500000 Penalty: 5255.385254
	Iteration 82Q: 3 clusters Score -5569248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5569248.000000 Penalty: 5255.385254
	Iteration 83Q: 3 clusters Score -5569248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5569247.000000 Penalty: 5255.385254
	Iteration 84Q: 3 clusters Score -5569247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5569247.000000 Penalty: 5255.385254
	Iteration 85Q: 3 clusters Score -5569247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5569247.000000 Penalty: 5255.385254
	Iteration 86F: 3 clusters Score -5569247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (177085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177085 members 
Entering Unmasked Estep 
Score: -24280530.000000 Penalty: 2996.927490
	Iteration 0F: 2 clusters Score -2.428053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88359 members 
Mstep: Class 2 contains 88726 members 
Entering Unmasked Estep 
Score: -24166372.000000 Penalty: 5993.854980
	Iteration 0F: 3 clusters Score -2.416637e+07 nChanged 85019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84776 members 
Mstep: Class 2 contains 92309 members 
Entering Unmasked Estep 
Score: -24215224.000000 Penalty: 5993.854980
	Iteration 1F: 3 clusters Score -2.421522e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82531 members 
Mstep: Class 2 contains 94554 members 
Entering Unmasked Estep 
Score: -24216294.000000 Penalty: 5993.854980
	Iteration 2Q: 3 clusters Score -2.421629e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79045 members 
Mstep: Class 2 contains 98040 members 
Entering Unmasked Estep 
Score: -24217652.000000 Penalty: 5993.854980
	Iteration 3Q: 3 clusters Score -2.421765e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73693 members 
Mstep: Class 2 contains 103392 members 
Entering Unmasked Estep 
Score: -24219700.000000 Penalty: 5993.854980
	Iteration 4Q: 3 clusters Score -2.42197e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65759 members 
Mstep: Class 2 contains 111326 members 
Entering Unmasked Estep 
Score: -24223440.000000 Penalty: 5993.854980
	Iteration 5Q: 3 clusters Score -2.422344e+07 nChanged 11649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 122721 members 
Entering Unmasked Estep 
Score: -24230636.000000 Penalty: 5993.854980
	Iteration 6F: 3 clusters Score -2.423064e+07 nChanged 15052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 137729 members 
Entering Unmasked Estep 
Score: -24242844.000000 Penalty: 5993.854980
	Iteration 7F: 3 clusters Score -2.424284e+07 nChanged 16518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 154239 members 
Entering Unmasked Estep 
Score: -24259114.000000 Penalty: 5993.854980
	Iteration 8F: 3 clusters Score -2.425911e+07 nChanged 13530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 167767 members 
Entering Unmasked Estep 
Score: -24271382.000000 Penalty: 5993.854980
	Iteration 9F: 3 clusters Score -2.427138e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 174400 members 
Entering Unmasked Estep 
Score: -24276226.000000 Penalty: 5993.854980
	Iteration 10Q: 3 clusters Score -2.427623e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 176316 members 
Entering Unmasked Estep 
Score: -24277312.000000 Penalty: 5993.854980
	Iteration 11Q: 3 clusters Score -2.427731e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 176756 members 
Entering Unmasked Estep 
Score: -24277636.000000 Penalty: 5993.854980
	Iteration 12Q: 3 clusters Score -2.427764e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 176860 members 
Entering Unmasked Estep 
Score: -24277766.000000 Penalty: 5993.854980
	Iteration 13Q: 3 clusters Score -2.427777e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 176888 members 
Entering Unmasked Estep 
Score: -24277820.000000 Penalty: 5993.854980
	Iteration 14Q: 3 clusters Score -2.427782e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 176899 members 
Entering Unmasked Estep 
Score: -24277860.000000 Penalty: 5993.854980
	Iteration 15Q: 3 clusters Score -2.427786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 176901 members 
Entering Unmasked Estep 
Score: -24277868.000000 Penalty: 5993.854980
	Iteration 16Q: 3 clusters Score -2.427787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 176900 members 
Entering Unmasked Estep 
Score: -24277874.000000 Penalty: 5993.854980
	Iteration 17Q: 3 clusters Score -2.427787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 176901 members 
Entering Unmasked Estep 
Score: -24277882.000000 Penalty: 5993.854980
	Iteration 18Q: 3 clusters Score -2.427788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 176902 members 
Entering Unmasked Estep 
Score: -24277878.000000 Penalty: 5993.854980
	Iteration 19Q: 3 clusters Score -2.427788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 176901 members 
Entering Unmasked Estep 
Score: -24277874.000000 Penalty: 5993.854980
	Iteration 20F: 3 clusters Score -2.427787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Entering Unmasked Estep 
Score: -214533.421875 Penalty: 1842.226685
	Iteration 0F: 2 clusters Score -214533.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -212120.515625 Penalty: 3684.453369
	Iteration 0F: 3 clusters Score -212120.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -212548.500000 Penalty: 3684.453369
	Iteration 1F: 3 clusters Score -212548.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -212678.765625 Penalty: 3684.453369
	Iteration 2F: 3 clusters Score -212678.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -212749.546875 Penalty: 3684.453369
	Iteration 3Q: 3 clusters Score -212749.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -212803.921875 Penalty: 3684.453369
	Iteration 4Q: 3 clusters Score -212803.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -212854.375000 Penalty: 3684.453369
	Iteration 5Q: 3 clusters Score -212854.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -212906.062500 Penalty: 3684.453369
	Iteration 6Q: 3 clusters Score -212906.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -212963.812500 Penalty: 3684.453369
	Iteration 7Q: 3 clusters Score -212963.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -213018.718750 Penalty: 3684.453369
	Iteration 8Q: 3 clusters Score -213018.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -213103.796875 Penalty: 3684.453369
	Iteration 9Q: 3 clusters Score -213103.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -213200.140625 Penalty: 3684.453369
	Iteration 10Q: 3 clusters Score -213200.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -213320.718750 Penalty: 3684.453369
	Iteration 11Q: 3 clusters Score -213320.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -213433.828125 Penalty: 3684.453369
	Iteration 12Q: 3 clusters Score -213433.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -213514.500000 Penalty: 3684.453369
	Iteration 13Q: 3 clusters Score -213514.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -213595.593750 Penalty: 3684.453369
	Iteration 14Q: 3 clusters Score -213595.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -213680.062500 Penalty: 3684.453369
	Iteration 15Q: 3 clusters Score -213680.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -213799.750000 Penalty: 3684.453369
	Iteration 16Q: 3 clusters Score -213799.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -213975.890625 Penalty: 3684.453369
	Iteration 17Q: 3 clusters Score -213975.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -214066.640625 Penalty: 3684.453369
	Iteration 18Q: 3 clusters Score -214066.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -214103.843750 Penalty: 3684.453369
	Iteration 19Q: 3 clusters Score -214103.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -214121.437500 Penalty: 3684.453369
	Iteration 20F: 3 clusters Score -214121.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -214128.484375 Penalty: 3684.453369
	Iteration 21Q: 3 clusters Score -214128.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -214134.578125 Penalty: 3684.453369
	Iteration 22Q: 3 clusters Score -214134.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -214136.562500 Penalty: 3684.453369
	Iteration 23Q: 3 clusters Score -214136.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -214137.390625 Penalty: 3684.453369
	Iteration 24Q: 3 clusters Score -214137.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -214137.390625 Penalty: 3684.453369
	Iteration 25F: 3 clusters Score -214137.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Entering Unmasked Estep 
Score: -1725708.500000 Penalty: 2349.173584
	Iteration 0F: 2 clusters Score -1725708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1716113.500000 Penalty: 4698.347168
	Iteration 0F: 3 clusters Score -1716114 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1719186.875000 Penalty: 4698.347168
	Iteration 1F: 3 clusters Score -1719187 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1719624.875000 Penalty: 4698.347168
	Iteration 2F: 3 clusters Score -1719625 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1719927.750000 Penalty: 4698.347168
	Iteration 3F: 3 clusters Score -1719928 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1720173.500000 Penalty: 4698.347168
	Iteration 4Q: 3 clusters Score -1720174 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1720393.250000 Penalty: 4698.347168
	Iteration 5Q: 3 clusters Score -1720393 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1720595.750000 Penalty: 4698.347168
	Iteration 6Q: 3 clusters Score -1720596 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1720776.375000 Penalty: 4698.347168
	Iteration 7Q: 3 clusters Score -1720776 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1720943.625000 Penalty: 4698.347168
	Iteration 8Q: 3 clusters Score -1720944 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1721094.375000 Penalty: 4698.347168
	Iteration 9Q: 3 clusters Score -1721094 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1721232.000000 Penalty: 4698.347168
	Iteration 10Q: 3 clusters Score -1721232 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1721397.375000 Penalty: 4698.347168
	Iteration 11Q: 3 clusters Score -1721397 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1721540.625000 Penalty: 4698.347168
	Iteration 12Q: 3 clusters Score -1721541 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1721686.500000 Penalty: 4698.347168
	Iteration 13Q: 3 clusters Score -1721686 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1721812.875000 Penalty: 4698.347168
	Iteration 14Q: 3 clusters Score -1721813 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1721934.500000 Penalty: 4698.347168
	Iteration 15Q: 3 clusters Score -1721934 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1722029.750000 Penalty: 4698.347168
	Iteration 16Q: 3 clusters Score -1722030 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1722101.375000 Penalty: 4698.347168
	Iteration 17Q: 3 clusters Score -1722101 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1722152.875000 Penalty: 4698.347168
	Iteration 18Q: 3 clusters Score -1722153 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1722198.750000 Penalty: 4698.347168
	Iteration 19Q: 3 clusters Score -1722199 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1722237.625000 Penalty: 4698.347168
	Iteration 20F: 3 clusters Score -1722238 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1722275.875000 Penalty: 4698.347168
	Iteration 21Q: 3 clusters Score -1722276 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1722298.250000 Penalty: 4698.347168
	Iteration 22Q: 3 clusters Score -1722298 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1722332.125000 Penalty: 4698.347168
	Iteration 23Q: 3 clusters Score -1722332 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1722359.875000 Penalty: 4698.347168
	Iteration 24Q: 3 clusters Score -1722360 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1722379.125000 Penalty: 4698.347168
	Iteration 25Q: 3 clusters Score -1722379 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1722394.500000 Penalty: 4698.347168
	Iteration 26Q: 3 clusters Score -1722394 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1722426.250000 Penalty: 4698.347168
	Iteration 27Q: 3 clusters Score -1722426 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1722447.125000 Penalty: 4698.347168
	Iteration 28Q: 3 clusters Score -1722447 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1722455.625000 Penalty: 4698.347168
	Iteration 29Q: 3 clusters Score -1722456 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1722484.000000 Penalty: 4698.347168
	Iteration 30Q: 3 clusters Score -1722484 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1722497.625000 Penalty: 4698.347168
	Iteration 31Q: 3 clusters Score -1722498 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1722523.750000 Penalty: 4698.347168
	Iteration 32Q: 3 clusters Score -1722524 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1722549.375000 Penalty: 4698.347168
	Iteration 33Q: 3 clusters Score -1722549 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1722573.000000 Penalty: 4698.347168
	Iteration 34Q: 3 clusters Score -1722573 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1722597.250000 Penalty: 4698.347168
	Iteration 35Q: 3 clusters Score -1722597 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1722627.125000 Penalty: 4698.347168
	Iteration 36Q: 3 clusters Score -1722627 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1722655.000000 Penalty: 4698.347168
	Iteration 37Q: 3 clusters Score -1722655 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1722686.125000 Penalty: 4698.347168
	Iteration 38Q: 3 clusters Score -1722686 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1722716.625000 Penalty: 4698.347168
	Iteration 39Q: 3 clusters Score -1722717 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1722746.750000 Penalty: 4698.347168
	Iteration 40F: 3 clusters Score -1722747 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1722782.375000 Penalty: 4698.347168
	Iteration 41Q: 3 clusters Score -1722782 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1722809.750000 Penalty: 4698.347168
	Iteration 42Q: 3 clusters Score -1722810 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1722837.250000 Penalty: 4698.347168
	Iteration 43Q: 3 clusters Score -1722837 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1722863.750000 Penalty: 4698.347168
	Iteration 44Q: 3 clusters Score -1722864 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1722894.500000 Penalty: 4698.347168
	Iteration 45Q: 3 clusters Score -1722894 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1722929.625000 Penalty: 4698.347168
	Iteration 46Q: 3 clusters Score -1722930 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1722971.625000 Penalty: 4698.347168
	Iteration 47Q: 3 clusters Score -1722972 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1723003.875000 Penalty: 4698.347168
	Iteration 48Q: 3 clusters Score -1723004 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1723029.750000 Penalty: 4698.347168
	Iteration 49Q: 3 clusters Score -1723030 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1723069.500000 Penalty: 4698.347168
	Iteration 50Q: 3 clusters Score -1723070 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1723094.750000 Penalty: 4698.347168
	Iteration 51Q: 3 clusters Score -1723095 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1723122.750000 Penalty: 4698.347168
	Iteration 52Q: 3 clusters Score -1723123 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1723153.375000 Penalty: 4698.347168
	Iteration 53Q: 3 clusters Score -1723153 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1723186.625000 Penalty: 4698.347168
	Iteration 54Q: 3 clusters Score -1723187 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1723228.875000 Penalty: 4698.347168
	Iteration 55Q: 3 clusters Score -1723229 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1723262.875000 Penalty: 4698.347168
	Iteration 56Q: 3 clusters Score -1723263 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1723290.250000 Penalty: 4698.347168
	Iteration 57Q: 3 clusters Score -1723290 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1723323.625000 Penalty: 4698.347168
	Iteration 58Q: 3 clusters Score -1723324 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1723356.375000 Penalty: 4698.347168
	Iteration 59Q: 3 clusters Score -1723356 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1723377.750000 Penalty: 4698.347168
	Iteration 60F: 3 clusters Score -1723378 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1723399.000000 Penalty: 4698.347168
	Iteration 61Q: 3 clusters Score -1723399 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1723420.875000 Penalty: 4698.347168
	Iteration 62Q: 3 clusters Score -1723421 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1723449.875000 Penalty: 4698.347168
	Iteration 63Q: 3 clusters Score -1723450 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1723476.000000 Penalty: 4698.347168
	Iteration 64Q: 3 clusters Score -1723476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1723496.000000 Penalty: 4698.347168
	Iteration 65Q: 3 clusters Score -1723496 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1723518.375000 Penalty: 4698.347168
	Iteration 66Q: 3 clusters Score -1723518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1723534.875000 Penalty: 4698.347168
	Iteration 67Q: 3 clusters Score -1723535 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1723548.625000 Penalty: 4698.347168
	Iteration 68Q: 3 clusters Score -1723549 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1723567.875000 Penalty: 4698.347168
	Iteration 69Q: 3 clusters Score -1723568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1723579.000000 Penalty: 4698.347168
	Iteration 70Q: 3 clusters Score -1723579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1723587.500000 Penalty: 4698.347168
	Iteration 71Q: 3 clusters Score -1723588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1723594.250000 Penalty: 4698.347168
	Iteration 72Q: 3 clusters Score -1723594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1723602.625000 Penalty: 4698.347168
	Iteration 73Q: 3 clusters Score -1723603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1723603.625000 Penalty: 4698.347168
	Iteration 74Q: 3 clusters Score -1723604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1723612.875000 Penalty: 4698.347168
	Iteration 75Q: 3 clusters Score -1723613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1723616.750000 Penalty: 4698.347168
	Iteration 76Q: 3 clusters Score -1723617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1723620.125000 Penalty: 4698.347168
	Iteration 77Q: 3 clusters Score -1723620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1723619.125000 Penalty: 4698.347168
	Iteration 78Q: 3 clusters Score -1723619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1723622.000000 Penalty: 4698.347168
	Iteration 79Q: 3 clusters Score -1723622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1723625.750000 Penalty: 4698.347168
	Iteration 80F: 3 clusters Score -1723626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1723628.000000 Penalty: 4698.347168
	Iteration 81Q: 3 clusters Score -1723628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1723628.375000 Penalty: 4698.347168
	Iteration 82Q: 3 clusters Score -1723628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1723636.375000 Penalty: 4698.347168
	Iteration 83Q: 3 clusters Score -1723636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1723635.000000 Penalty: 4698.347168
	Iteration 84Q: 3 clusters Score -1723635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1723639.125000 Penalty: 4698.347168
	Iteration 85Q: 3 clusters Score -1723639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1723640.000000 Penalty: 4698.347168
	Iteration 86Q: 3 clusters Score -1723640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1723648.875000 Penalty: 4698.347168
	Iteration 87Q: 3 clusters Score -1723649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1723652.750000 Penalty: 4698.347168
	Iteration 88Q: 3 clusters Score -1723653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1723657.750000 Penalty: 4698.347168
	Iteration 89Q: 3 clusters Score -1723658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1723659.375000 Penalty: 4698.347168
	Iteration 90Q: 3 clusters Score -1723659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1723662.250000 Penalty: 4698.347168
	Iteration 91Q: 3 clusters Score -1723662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1723668.375000 Penalty: 4698.347168
	Iteration 92Q: 3 clusters Score -1723668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1723668.500000 Penalty: 4698.347168
	Iteration 93Q: 3 clusters Score -1723668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1723672.000000 Penalty: 4698.347168
	Iteration 94Q: 3 clusters Score -1723672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1723675.625000 Penalty: 4698.347168
	Iteration 95Q: 3 clusters Score -1723676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1723677.125000 Penalty: 4698.347168
	Iteration 96Q: 3 clusters Score -1723677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1723679.250000 Penalty: 4698.347168
	Iteration 97Q: 3 clusters Score -1723679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1723679.125000 Penalty: 4698.347168
	Iteration 98Q: 3 clusters Score -1723679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1723678.125000 Penalty: 4698.347168
	Iteration 99Q: 3 clusters Score -1723678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1723680.250000 Penalty: 4698.347168
	Iteration 100F: 3 clusters Score -1723680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1723683.375000 Penalty: 4698.347168
	Iteration 101Q: 3 clusters Score -1723683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1723681.750000 Penalty: 4698.347168
	Iteration 102Q: 3 clusters Score -1723682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1723684.625000 Penalty: 4698.347168
	Iteration 103Q: 3 clusters Score -1723685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1723684.625000 Penalty: 4698.347168
	Iteration 104F: 3 clusters Score -1723685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Entering Unmasked Estep 
Score: -1159434.250000 Penalty: 2242.807129
	Iteration 0F: 2 clusters Score -1159434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1152736.750000 Penalty: 4485.614258
	Iteration 0F: 3 clusters Score -1152737 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1154503.500000 Penalty: 4485.614258
	Iteration 1F: 3 clusters Score -1154504 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1154771.625000 Penalty: 4485.614258
	Iteration 2F: 3 clusters Score -1154772 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1154965.625000 Penalty: 4485.614258
	Iteration 3F: 3 clusters Score -1154966 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1155132.375000 Penalty: 4485.614258
	Iteration 4Q: 3 clusters Score -1155132 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1155274.875000 Penalty: 4485.614258
	Iteration 5Q: 3 clusters Score -1155275 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1155413.125000 Penalty: 4485.614258
	Iteration 6Q: 3 clusters Score -1155413 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1155560.375000 Penalty: 4485.614258
	Iteration 7Q: 3 clusters Score -1155560 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1155720.250000 Penalty: 4485.614258
	Iteration 8Q: 3 clusters Score -1155720 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1155877.250000 Penalty: 4485.614258
	Iteration 9Q: 3 clusters Score -1155877 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1156055.250000 Penalty: 4485.614258
	Iteration 10Q: 3 clusters Score -1156055 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1156246.375000 Penalty: 4485.614258
	Iteration 11Q: 3 clusters Score -1156246 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1156470.375000 Penalty: 4485.614258
	Iteration 12Q: 3 clusters Score -1156470 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1156682.250000 Penalty: 4485.614258
	Iteration 13Q: 3 clusters Score -1156682 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1156888.750000 Penalty: 4485.614258
	Iteration 14Q: 3 clusters Score -1156889 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1157086.000000 Penalty: 4485.614258
	Iteration 15Q: 3 clusters Score -1157086 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1157210.625000 Penalty: 4485.614258
	Iteration 16Q: 3 clusters Score -1157211 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1157282.250000 Penalty: 4485.614258
	Iteration 17Q: 3 clusters Score -1157282 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1157326.250000 Penalty: 4485.614258
	Iteration 18Q: 3 clusters Score -1157326 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1157355.875000 Penalty: 4485.614258
	Iteration 19Q: 3 clusters Score -1157356 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1157380.625000 Penalty: 4485.614258
	Iteration 20F: 3 clusters Score -1157381 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1157402.875000 Penalty: 4485.614258
	Iteration 21Q: 3 clusters Score -1157403 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1157430.875000 Penalty: 4485.614258
	Iteration 22Q: 3 clusters Score -1157431 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1157453.250000 Penalty: 4485.614258
	Iteration 23Q: 3 clusters Score -1157453 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1157472.375000 Penalty: 4485.614258
	Iteration 24Q: 3 clusters Score -1157472 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1157484.750000 Penalty: 4485.614258
	Iteration 25Q: 3 clusters Score -1157485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1157493.000000 Penalty: 4485.614258
	Iteration 26Q: 3 clusters Score -1157493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1157499.625000 Penalty: 4485.614258
	Iteration 27Q: 3 clusters Score -1157500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1157499.750000 Penalty: 4485.614258
	Iteration 28Q: 3 clusters Score -1157500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1157502.125000 Penalty: 4485.614258
	Iteration 29Q: 3 clusters Score -1157502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1157503.375000 Penalty: 4485.614258
	Iteration 30Q: 3 clusters Score -1157503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1157506.250000 Penalty: 4485.614258
	Iteration 31Q: 3 clusters Score -1157506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1157510.625000 Penalty: 4485.614258
	Iteration 32Q: 3 clusters Score -1157511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1157512.875000 Penalty: 4485.614258
	Iteration 33Q: 3 clusters Score -1157513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1157514.375000 Penalty: 4485.614258
	Iteration 34Q: 3 clusters Score -1157514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1157516.375000 Penalty: 4485.614258
	Iteration 35Q: 3 clusters Score -1157516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1157517.875000 Penalty: 4485.614258
	Iteration 36Q: 3 clusters Score -1157518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1157515.625000 Penalty: 4485.614258
	Iteration 37Q: 3 clusters Score -1157516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1157515.625000 Penalty: 4485.614258
	Iteration 38F: 3 clusters Score -1157516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176580 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51795 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10415 members 
Mstep: Class 11 contains 48704 members 
Mstep: Class 13 contains 158306 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154805 members 
Mstep: Class 18 contains 39956 members 
Mstep: Class 20 contains 177085 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116102992.000000 Penalty: 57601.605469
Iteration 159Q: 18 clusters Score -1.16103e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176576 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51795 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10415 members 
Mstep: Class 11 contains 48701 members 
Mstep: Class 13 contains 158312 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154806 members 
Mstep: Class 18 contains 39957 members 
Mstep: Class 20 contains 177085 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103048.000000 Penalty: 57601.605469
Iteration 160F: 18 clusters Score -1.16103e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176572 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51793 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10415 members 
Mstep: Class 11 contains 48702 members 
Mstep: Class 13 contains 158319 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154806 members 
Mstep: Class 18 contains 39957 members 
Mstep: Class 20 contains 177084 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103024.000000 Penalty: 57601.605469
Iteration 161Q: 18 clusters Score -1.16103e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176570 members 
Mstep: Class 2 contains 4108 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51795 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10414 members 
Mstep: Class 11 contains 48702 members 
Mstep: Class 13 contains 158325 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154805 members 
Mstep: Class 18 contains 39958 members 
Mstep: Class 20 contains 177080 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103016.000000 Penalty: 57601.605469
Iteration 162Q: 18 clusters Score -1.16103e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176572 members 
Mstep: Class 2 contains 4108 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51795 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10414 members 
Mstep: Class 11 contains 48702 members 
Mstep: Class 13 contains 158328 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154806 members 
Mstep: Class 18 contains 39958 members 
Mstep: Class 20 contains 177074 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103048.000000 Penalty: 57601.605469
Iteration 163Q: 18 clusters Score -1.16103e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176575 members 
Mstep: Class 2 contains 4108 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51795 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10414 members 
Mstep: Class 11 contains 48702 members 
Mstep: Class 13 contains 158328 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154803 members 
Mstep: Class 18 contains 39960 members 
Mstep: Class 20 contains 177072 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103016.000000 Penalty: 57601.605469
Iteration 164Q: 18 clusters Score -1.16103e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176577 members 
Mstep: Class 2 contains 4108 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51794 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48701 members 
Mstep: Class 13 contains 158326 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154804 members 
Mstep: Class 18 contains 39963 members 
Mstep: Class 20 contains 177071 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103048.000000 Penalty: 57601.605469
Iteration 165Q: 18 clusters Score -1.16103e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176577 members 
Mstep: Class 2 contains 4108 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51794 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48701 members 
Mstep: Class 13 contains 158326 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154801 members 
Mstep: Class 18 contains 39965 members 
Mstep: Class 20 contains 177072 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103032.000000 Penalty: 57601.605469
Iteration 166Q: 18 clusters Score -1.16103e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176578 members 
Mstep: Class 2 contains 4108 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51794 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48700 members 
Mstep: Class 13 contains 158332 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154797 members 
Mstep: Class 18 contains 39965 members 
Mstep: Class 20 contains 177070 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103056.000000 Penalty: 57601.605469
Iteration 167Q: 18 clusters Score -1.161031e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176576 members 
Mstep: Class 2 contains 4108 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51793 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48699 members 
Mstep: Class 13 contains 158337 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154792 members 
Mstep: Class 18 contains 39965 members 
Mstep: Class 20 contains 177074 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 8462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103080.000000 Penalty: 57601.605469
Iteration 168Q: 18 clusters Score -1.161031e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176579 members 
Mstep: Class 2 contains 4108 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51795 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48699 members 
Mstep: Class 13 contains 158328 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154787 members 
Mstep: Class 18 contains 39967 members 
Mstep: Class 20 contains 177082 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12996 members 
Mstep: Class 24 contains 8462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103056.000000 Penalty: 57601.605469
Iteration 169Q: 18 clusters Score -1.161031e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176579 members 
Mstep: Class 2 contains 4108 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51796 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48700 members 
Mstep: Class 13 contains 158326 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154785 members 
Mstep: Class 18 contains 39968 members 
Mstep: Class 20 contains 177083 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12996 members 
Mstep: Class 24 contains 8462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103016.000000 Penalty: 57601.605469
Iteration 170Q: 18 clusters Score -1.16103e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176582 members 
Mstep: Class 2 contains 4108 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51796 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48698 members 
Mstep: Class 13 contains 158329 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154785 members 
Mstep: Class 18 contains 39967 members 
Mstep: Class 20 contains 177081 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12995 members 
Mstep: Class 24 contains 8462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103096.000000 Penalty: 57601.605469
Iteration 171Q: 18 clusters Score -1.161031e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176582 members 
Mstep: Class 2 contains 4107 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51795 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48697 members 
Mstep: Class 13 contains 158330 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154786 members 
Mstep: Class 18 contains 39969 members 
Mstep: Class 20 contains 177081 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103136.000000 Penalty: 57601.605469
Iteration 172Q: 18 clusters Score -1.161031e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176581 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51795 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48697 members 
Mstep: Class 13 contains 158331 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154789 members 
Mstep: Class 18 contains 39968 members 
Mstep: Class 20 contains 177081 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12993 members 
Mstep: Class 24 contains 8462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103120.000000 Penalty: 57601.605469
Iteration 173Q: 18 clusters Score -1.161031e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176579 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51795 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48697 members 
Mstep: Class 13 contains 158332 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154789 members 
Mstep: Class 18 contains 39968 members 
Mstep: Class 20 contains 177082 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12993 members 
Mstep: Class 24 contains 8462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103168.000000 Penalty: 57601.605469
Iteration 174Q: 18 clusters Score -1.161032e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176578 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51795 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48697 members 
Mstep: Class 13 contains 158332 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154789 members 
Mstep: Class 18 contains 39970 members 
Mstep: Class 20 contains 177081 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12993 members 
Mstep: Class 24 contains 8462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103152.000000 Penalty: 57601.605469
Iteration 175Q: 18 clusters Score -1.161032e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176579 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51794 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48697 members 
Mstep: Class 13 contains 158330 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154787 members 
Mstep: Class 18 contains 39974 members 
Mstep: Class 20 contains 177082 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12993 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103096.000000 Penalty: 57601.605469
Iteration 176Q: 18 clusters Score -1.161031e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176576 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51793 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48697 members 
Mstep: Class 13 contains 158330 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154788 members 
Mstep: Class 18 contains 39977 members 
Mstep: Class 20 contains 177082 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12993 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103168.000000 Penalty: 57601.605469
Iteration 177Q: 18 clusters Score -1.161032e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176575 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51793 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48697 members 
Mstep: Class 13 contains 158329 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154788 members 
Mstep: Class 18 contains 39978 members 
Mstep: Class 20 contains 177083 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12993 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103120.000000 Penalty: 57601.605469
Iteration 178Q: 18 clusters Score -1.161031e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176574 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51793 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48696 members 
Mstep: Class 13 contains 158328 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154787 members 
Mstep: Class 18 contains 39979 members 
Mstep: Class 20 contains 177086 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12993 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103128.000000 Penalty: 57601.605469
Iteration 179Q: 18 clusters Score -1.161031e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176573 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51793 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48694 members 
Mstep: Class 13 contains 158328 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154787 members 
Mstep: Class 18 contains 39980 members 
Mstep: Class 20 contains 177088 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12993 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103104.000000 Penalty: 57601.605469
Iteration 180F: 18 clusters Score -1.161031e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176573 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51793 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48694 members 
Mstep: Class 13 contains 158329 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154785 members 
Mstep: Class 18 contains 39980 members 
Mstep: Class 20 contains 177088 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103096.000000 Penalty: 57601.605469
Iteration 181Q: 18 clusters Score -1.161031e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176574 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51793 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48694 members 
Mstep: Class 13 contains 158328 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154785 members 
Mstep: Class 18 contains 39980 members 
Mstep: Class 20 contains 177088 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103064.000000 Penalty: 57601.605469
Iteration 182Q: 18 clusters Score -1.161031e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176576 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51793 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48694 members 
Mstep: Class 13 contains 158327 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154785 members 
Mstep: Class 18 contains 39980 members 
Mstep: Class 20 contains 177087 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103080.000000 Penalty: 57601.605469
Iteration 183Q: 18 clusters Score -1.161031e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176578 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51792 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48694 members 
Mstep: Class 13 contains 158327 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154786 members 
Mstep: Class 18 contains 39980 members 
Mstep: Class 20 contains 177085 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103040.000000 Penalty: 57601.605469
Iteration 184Q: 18 clusters Score -1.16103e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176582 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51792 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48692 members 
Mstep: Class 13 contains 158323 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154786 members 
Mstep: Class 18 contains 39980 members 
Mstep: Class 20 contains 177087 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103072.000000 Penalty: 57601.605469
Iteration 185Q: 18 clusters Score -1.161031e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176582 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51792 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48692 members 
Mstep: Class 13 contains 158320 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154786 members 
Mstep: Class 18 contains 39981 members 
Mstep: Class 20 contains 177089 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103104.000000 Penalty: 57601.605469
Iteration 186Q: 18 clusters Score -1.161031e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176584 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51792 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48691 members 
Mstep: Class 13 contains 158316 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154787 members 
Mstep: Class 18 contains 39983 members 
Mstep: Class 20 contains 177089 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103128.000000 Penalty: 57601.605469
Iteration 187Q: 18 clusters Score -1.161031e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176585 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51792 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48689 members 
Mstep: Class 13 contains 158315 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154786 members 
Mstep: Class 18 contains 39983 members 
Mstep: Class 20 contains 177092 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103152.000000 Penalty: 57601.605469
Iteration 188Q: 18 clusters Score -1.161032e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176585 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51793 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48688 members 
Mstep: Class 13 contains 158318 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154784 members 
Mstep: Class 18 contains 39983 members 
Mstep: Class 20 contains 177091 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103128.000000 Penalty: 57601.605469
Iteration 189Q: 18 clusters Score -1.161031e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176584 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51794 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48688 members 
Mstep: Class 13 contains 158315 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154786 members 
Mstep: Class 18 contains 39983 members 
Mstep: Class 20 contains 177092 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103144.000000 Penalty: 57601.605469
Iteration 190Q: 18 clusters Score -1.161031e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176585 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51794 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48688 members 
Mstep: Class 13 contains 158315 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154786 members 
Mstep: Class 18 contains 39983 members 
Mstep: Class 20 contains 177091 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103152.000000 Penalty: 57601.605469
Iteration 191Q: 18 clusters Score -1.161032e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176586 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51794 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48688 members 
Mstep: Class 13 contains 158313 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154786 members 
Mstep: Class 18 contains 39983 members 
Mstep: Class 20 contains 177092 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103120.000000 Penalty: 57601.605469
Iteration 192Q: 18 clusters Score -1.161031e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176589 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51794 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48688 members 
Mstep: Class 13 contains 158309 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154787 members 
Mstep: Class 18 contains 39983 members 
Mstep: Class 20 contains 177092 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103152.000000 Penalty: 57601.605469
Iteration 193Q: 18 clusters Score -1.161032e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176592 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51793 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10413 members 
Mstep: Class 11 contains 48688 members 
Mstep: Class 13 contains 158308 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 17 contains 154785 members 
Mstep: Class 18 contains 39983 members 
Mstep: Class 20 contains 177093 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103136.000000 Penalty: 57601.605469
Iteration 194Q: 18 clusters Score -1.161031e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176591 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51793 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10411 members 
Mstep: Class 11 contains 48688 members 
Mstep: Class 13 contains 158312 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7174 members 
Mstep: Class 17 contains 154786 members 
Mstep: Class 18 contains 39984 members 
Mstep: Class 20 contains 177091 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103112.000000 Penalty: 57601.605469
Iteration 195Q: 18 clusters Score -1.161031e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176591 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51793 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10411 members 
Mstep: Class 11 contains 48688 members 
Mstep: Class 13 contains 158313 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7170 members 
Mstep: Class 17 contains 154787 members 
Mstep: Class 18 contains 39985 members 
Mstep: Class 20 contains 177092 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103160.000000 Penalty: 57601.605469
Iteration 196Q: 18 clusters Score -1.161032e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176591 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51793 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10410 members 
Mstep: Class 11 contains 48688 members 
Mstep: Class 13 contains 158316 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7166 members 
Mstep: Class 17 contains 154789 members 
Mstep: Class 18 contains 39985 members 
Mstep: Class 20 contains 177092 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103144.000000 Penalty: 57601.605469
Iteration 197Q: 18 clusters Score -1.161031e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176591 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51794 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10409 members 
Mstep: Class 11 contains 48688 members 
Mstep: Class 13 contains 158317 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7163 members 
Mstep: Class 17 contains 154791 members 
Mstep: Class 18 contains 39985 members 
Mstep: Class 20 contains 177092 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103120.000000 Penalty: 57601.605469
Iteration 198Q: 18 clusters Score -1.161031e+08 nChanged 9
Entering ConstructFrom: 
Score: -116103120.000000 Penalty: 57601.605469
Entering ConstructFrom: 
Trying to split cluster 1 (176589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176589 members 
Entering Unmasked Estep 
Score: -24305186.000000 Penalty: 2996.231934
	Iteration 0F: 2 clusters Score -2.430519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88254 members 
Mstep: Class 2 contains 88335 members 
Entering Unmasked Estep 
Score: -24189328.000000 Penalty: 5992.463867
	Iteration 0F: 3 clusters Score -2.418933e+07 nChanged 84632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86618 members 
Mstep: Class 2 contains 89971 members 
Entering Unmasked Estep 
Score: -24238918.000000 Penalty: 5992.463867
	Iteration 1F: 3 clusters Score -2.423892e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85394 members 
Mstep: Class 2 contains 91195 members 
Entering Unmasked Estep 
Score: -24240058.000000 Penalty: 5992.463867
	Iteration 2Q: 3 clusters Score -2.424006e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83413 members 
Mstep: Class 2 contains 93176 members 
Entering Unmasked Estep 
Score: -24241498.000000 Penalty: 5992.463867
	Iteration 3Q: 3 clusters Score -2.42415e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80115 members 
Mstep: Class 2 contains 96474 members 
Entering Unmasked Estep 
Score: -24243768.000000 Penalty: 5992.463867
	Iteration 4Q: 3 clusters Score -2.424377e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75292 members 
Mstep: Class 2 contains 101297 members 
Entering Unmasked Estep 
Score: -24247140.000000 Penalty: 5992.463867
	Iteration 5Q: 3 clusters Score -2.424714e+07 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68570 members 
Mstep: Class 2 contains 108019 members 
Entering Unmasked Estep 
Score: -24252270.000000 Penalty: 5992.463867
	Iteration 6F: 3 clusters Score -2.425227e+07 nChanged 11026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 116679 members 
Entering Unmasked Estep 
Score: -24259724.000000 Penalty: 5992.463867
	Iteration 7F: 3 clusters Score -2.425972e+07 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 126150 members 
Entering Unmasked Estep 
Score: -24269292.000000 Penalty: 5992.463867
	Iteration 8F: 3 clusters Score -2.426929e+07 nChanged 10752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 134546 members 
Entering Unmasked Estep 
Score: -24278370.000000 Penalty: 5992.463867
	Iteration 9F: 3 clusters Score -2.427837e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 140679 members 
Entering Unmasked Estep 
Score: -24284594.000000 Penalty: 5992.463867
	Iteration 10Q: 3 clusters Score -2.428459e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 145335 members 
Entering Unmasked Estep 
Score: -24288328.000000 Penalty: 5992.463867
	Iteration 11Q: 3 clusters Score -2.428833e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 149203 members 
Entering Unmasked Estep 
Score: -24290678.000000 Penalty: 5992.463867
	Iteration 12Q: 3 clusters Score -2.429068e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 152713 members 
Entering Unmasked Estep 
Score: -24292496.000000 Penalty: 5992.463867
	Iteration 13Q: 3 clusters Score -2.42925e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 156049 members 
Entering Unmasked Estep 
Score: -24294142.000000 Penalty: 5992.463867
	Iteration 14Q: 3 clusters Score -2.429414e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 159161 members 
Entering Unmasked Estep 
Score: -24295680.000000 Penalty: 5992.463867
	Iteration 15Q: 3 clusters Score -2.429568e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 161947 members 
Entering Unmasked Estep 
Score: -24297194.000000 Penalty: 5992.463867
	Iteration 16Q: 3 clusters Score -2.429719e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 164385 members 
Entering Unmasked Estep 
Score: -24298534.000000 Penalty: 5992.463867
	Iteration 17Q: 3 clusters Score -2.429853e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 166500 members 
Entering Unmasked Estep 
Score: -24299644.000000 Penalty: 5992.463867
	Iteration 18Q: 3 clusters Score -2.429964e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 168203 members 
Entering Unmasked Estep 
Score: -24300598.000000 Penalty: 5992.463867
	Iteration 19Q: 3 clusters Score -2.43006e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 169526 members 
Entering Unmasked Estep 
Score: -24301218.000000 Penalty: 5992.463867
	Iteration 20F: 3 clusters Score -2.430122e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 170623 members 
Entering Unmasked Estep 
Score: -24301702.000000 Penalty: 5992.463867
	Iteration 21Q: 3 clusters Score -2.43017e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 171470 members 
Entering Unmasked Estep 
Score: -24302012.000000 Penalty: 5992.463867
	Iteration 22Q: 3 clusters Score -2.430201e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 172140 members 
Entering Unmasked Estep 
Score: -24302260.000000 Penalty: 5992.463867
	Iteration 23Q: 3 clusters Score -2.430226e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 172661 members 
Entering Unmasked Estep 
Score: -24302620.000000 Penalty: 5992.463867
	Iteration 24Q: 3 clusters Score -2.430262e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 173076 members 
Entering Unmasked Estep 
Score: -24302892.000000 Penalty: 5992.463867
	Iteration 25Q: 3 clusters Score -2.430289e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 173419 members 
Entering Unmasked Estep 
Score: -24303046.000000 Penalty: 5992.463867
	Iteration 26Q: 3 clusters Score -2.430305e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 173699 members 
Entering Unmasked Estep 
Score: -24303124.000000 Penalty: 5992.463867
	Iteration 27Q: 3 clusters Score -2.430312e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 173900 members 
Entering Unmasked Estep 
Score: -24303250.000000 Penalty: 5992.463867
	Iteration 28Q: 3 clusters Score -2.430325e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 174054 members 
Entering Unmasked Estep 
Score: -24303268.000000 Penalty: 5992.463867
	Iteration 29Q: 3 clusters Score -2.430327e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 174186 members 
Entering Unmasked Estep 
Score: -24303284.000000 Penalty: 5992.463867
	Iteration 30Q: 3 clusters Score -2.430328e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 174287 members 
Entering Unmasked Estep 
Score: -24303352.000000 Penalty: 5992.463867
	Iteration 31Q: 3 clusters Score -2.430335e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 174349 members 
Entering Unmasked Estep 
Score: -24303356.000000 Penalty: 5992.463867
	Iteration 32Q: 3 clusters Score -2.430336e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 174394 members 
Entering Unmasked Estep 
Score: -24303384.000000 Penalty: 5992.463867
	Iteration 33Q: 3 clusters Score -2.430338e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 174438 members 
Entering Unmasked Estep 
Score: -24303384.000000 Penalty: 5992.463867
	Iteration 34Q: 3 clusters Score -2.430338e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 174476 members 
Entering Unmasked Estep 
Score: -24303376.000000 Penalty: 5992.463867
	Iteration 35Q: 3 clusters Score -2.430338e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 174499 members 
Entering Unmasked Estep 
Score: -24303370.000000 Penalty: 5992.463867
	Iteration 36Q: 3 clusters Score -2.430337e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 174519 members 
Entering Unmasked Estep 
Score: -24303388.000000 Penalty: 5992.463867
	Iteration 37Q: 3 clusters Score -2.430339e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 174539 members 
Entering Unmasked Estep 
Score: -24303386.000000 Penalty: 5992.463867
	Iteration 38Q: 3 clusters Score -2.430339e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 174554 members 
Entering Unmasked Estep 
Score: -24303402.000000 Penalty: 5992.463867
	Iteration 39Q: 3 clusters Score -2.43034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 174565 members 
Entering Unmasked Estep 
Score: -24303398.000000 Penalty: 5992.463867
	Iteration 40F: 3 clusters Score -2.43034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 174571 members 
Entering Unmasked Estep 
Score: -24303392.000000 Penalty: 5992.463867
	Iteration 41Q: 3 clusters Score -2.430339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 174576 members 
Entering Unmasked Estep 
Score: -24303390.000000 Penalty: 5992.463867
	Iteration 42Q: 3 clusters Score -2.430339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 174579 members 
Entering Unmasked Estep 
Score: -24303390.000000 Penalty: 5992.463867
	Iteration 43Q: 3 clusters Score -2.430339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 174584 members 
Entering Unmasked Estep 
Score: -24303382.000000 Penalty: 5992.463867
	Iteration 44Q: 3 clusters Score -2.430338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 174590 members 
Entering Unmasked Estep 
Score: -24303402.000000 Penalty: 5992.463867
	Iteration 45Q: 3 clusters Score -2.43034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 174598 members 
Entering Unmasked Estep 
Score: -24303408.000000 Penalty: 5992.463867
	Iteration 46Q: 3 clusters Score -2.430341e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 174612 members 
Entering Unmasked Estep 
Score: -24303404.000000 Penalty: 5992.463867
	Iteration 47Q: 3 clusters Score -2.43034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 174619 members 
Entering Unmasked Estep 
Score: -24303444.000000 Penalty: 5992.463867
	Iteration 48Q: 3 clusters Score -2.430344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 174625 members 
Entering Unmasked Estep 
Score: -24303438.000000 Penalty: 5992.463867
	Iteration 49Q: 3 clusters Score -2.430344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 174629 members 
Entering Unmasked Estep 
Score: -24303458.000000 Penalty: 5992.463867
	Iteration 50Q: 3 clusters Score -2.430346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 174637 members 
Entering Unmasked Estep 
Score: -24303432.000000 Penalty: 5992.463867
	Iteration 51Q: 3 clusters Score -2.430343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 174645 members 
Entering Unmasked Estep 
Score: -24303412.000000 Penalty: 5992.463867
	Iteration 52Q: 3 clusters Score -2.430341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 174653 members 
Entering Unmasked Estep 
Score: -24303406.000000 Penalty: 5992.463867
	Iteration 53Q: 3 clusters Score -2.430341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 174659 members 
Entering Unmasked Estep 
Score: -24303398.000000 Penalty: 5992.463867
	Iteration 54Q: 3 clusters Score -2.43034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 174663 members 
Entering Unmasked Estep 
Score: -24303400.000000 Penalty: 5992.463867
	Iteration 55Q: 3 clusters Score -2.43034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 174667 members 
Entering Unmasked Estep 
Score: -24303388.000000 Penalty: 5992.463867
	Iteration 56Q: 3 clusters Score -2.430339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 174672 members 
Entering Unmasked Estep 
Score: -24303392.000000 Penalty: 5992.463867
	Iteration 57Q: 3 clusters Score -2.430339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 174674 members 
Entering Unmasked Estep 
Score: -24303378.000000 Penalty: 5992.463867
	Iteration 58Q: 3 clusters Score -2.430338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 174675 members 
Entering Unmasked Estep 
Score: -24303386.000000 Penalty: 5992.463867
	Iteration 59Q: 3 clusters Score -2.430339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 174677 members 
Entering Unmasked Estep 
Score: -24303382.000000 Penalty: 5992.463867
	Iteration 60F: 3 clusters Score -2.430338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 174678 members 
Entering Unmasked Estep 
Score: -24303384.000000 Penalty: 5992.463867
	Iteration 61Q: 3 clusters Score -2.430338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 174678 members 
Entering Unmasked Estep 
Score: -24303384.000000 Penalty: 5992.463867
	Iteration 62F: 3 clusters Score -2.430338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Entering Unmasked Estep 
Score: -545420.312500 Penalty: 2063.410889
	Iteration 0F: 2 clusters Score -545420.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -541489.250000 Penalty: 4126.821777
	Iteration 0F: 3 clusters Score -541489.2 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -542351.000000 Penalty: 4126.821777
	Iteration 1F: 3 clusters Score -542351 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -542567.187500 Penalty: 4126.821777
	Iteration 2F: 3 clusters Score -542567.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -542722.375000 Penalty: 4126.821777
	Iteration 3F: 3 clusters Score -542722.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -542814.875000 Penalty: 4126.821777
	Iteration 4Q: 3 clusters Score -542814.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -542869.500000 Penalty: 4126.821777
	Iteration 5Q: 3 clusters Score -542869.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -542906.812500 Penalty: 4126.821777
	Iteration 6Q: 3 clusters Score -542906.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -542934.750000 Penalty: 4126.821777
	Iteration 7Q: 3 clusters Score -542934.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -542957.937500 Penalty: 4126.821777
	Iteration 8Q: 3 clusters Score -542957.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -542988.437500 Penalty: 4126.821777
	Iteration 9Q: 3 clusters Score -542988.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -543014.437500 Penalty: 4126.821777
	Iteration 10Q: 3 clusters Score -543014.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -543039.937500 Penalty: 4126.821777
	Iteration 11Q: 3 clusters Score -543039.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -543072.062500 Penalty: 4126.821777
	Iteration 12Q: 3 clusters Score -543072.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -543098.312500 Penalty: 4126.821777
	Iteration 13Q: 3 clusters Score -543098.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -543120.625000 Penalty: 4126.821777
	Iteration 14Q: 3 clusters Score -543120.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -543137.937500 Penalty: 4126.821777
	Iteration 15Q: 3 clusters Score -543137.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -543151.500000 Penalty: 4126.821777
	Iteration 16Q: 3 clusters Score -543151.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -543163.062500 Penalty: 4126.821777
	Iteration 17Q: 3 clusters Score -543163.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -543179.937500 Penalty: 4126.821777
	Iteration 18Q: 3 clusters Score -543179.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -543192.062500 Penalty: 4126.821777
	Iteration 19Q: 3 clusters Score -543192.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -543202.500000 Penalty: 4126.821777
	Iteration 20F: 3 clusters Score -543202.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -543210.687500 Penalty: 4126.821777
	Iteration 21Q: 3 clusters Score -543210.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -543217.687500 Penalty: 4126.821777
	Iteration 22Q: 3 clusters Score -543217.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -543223.500000 Penalty: 4126.821777
	Iteration 23Q: 3 clusters Score -543223.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -543228.812500 Penalty: 4126.821777
	Iteration 24Q: 3 clusters Score -543228.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -543232.562500 Penalty: 4126.821777
	Iteration 25Q: 3 clusters Score -543232.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -543236.187500 Penalty: 4126.821777
	Iteration 26Q: 3 clusters Score -543236.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -543239.187500 Penalty: 4126.821777
	Iteration 27Q: 3 clusters Score -543239.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -543241.875000 Penalty: 4126.821777
	Iteration 28Q: 3 clusters Score -543241.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -543244.312500 Penalty: 4126.821777
	Iteration 29Q: 3 clusters Score -543244.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -543247.187500 Penalty: 4126.821777
	Iteration 30Q: 3 clusters Score -543247.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -543249.062500 Penalty: 4126.821777
	Iteration 31Q: 3 clusters Score -543249.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -543248.437500 Penalty: 4126.821777
	Iteration 32Q: 3 clusters Score -543248.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -543250.062500 Penalty: 4126.821777
	Iteration 33Q: 3 clusters Score -543250.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -543251.875000 Penalty: 4126.821777
	Iteration 34Q: 3 clusters Score -543251.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -543251.875000 Penalty: 4126.821777
	Iteration 35Q: 3 clusters Score -543251.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -543251.875000 Penalty: 4126.821777
	Iteration 36F: 3 clusters Score -543251.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Entering Unmasked Estep 
Score: -579215.250000 Penalty: 2080.053467
	Iteration 0F: 2 clusters Score -579215.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -575089.062500 Penalty: 4160.106934
	Iteration 0F: 3 clusters Score -575089.1 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -576079.937500 Penalty: 4160.106934
	Iteration 1F: 3 clusters Score -576079.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -576311.062500 Penalty: 4160.106934
	Iteration 2F: 3 clusters Score -576311.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -576529.000000 Penalty: 4160.106934
	Iteration 3F: 3 clusters Score -576529 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -576737.562500 Penalty: 4160.106934
	Iteration 4Q: 3 clusters Score -576737.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -576919.937500 Penalty: 4160.106934
	Iteration 5Q: 3 clusters Score -576919.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -577075.750000 Penalty: 4160.106934
	Iteration 6Q: 3 clusters Score -577075.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -577204.125000 Penalty: 4160.106934
	Iteration 7Q: 3 clusters Score -577204.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -577308.250000 Penalty: 4160.106934
	Iteration 8Q: 3 clusters Score -577308.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -577396.750000 Penalty: 4160.106934
	Iteration 9Q: 3 clusters Score -577396.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -577482.062500 Penalty: 4160.106934
	Iteration 10Q: 3 clusters Score -577482.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -577567.375000 Penalty: 4160.106934
	Iteration 11Q: 3 clusters Score -577567.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -577633.187500 Penalty: 4160.106934
	Iteration 12Q: 3 clusters Score -577633.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -577691.312500 Penalty: 4160.106934
	Iteration 13Q: 3 clusters Score -577691.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -577727.750000 Penalty: 4160.106934
	Iteration 14Q: 3 clusters Score -577727.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -577751.625000 Penalty: 4160.106934
	Iteration 15Q: 3 clusters Score -577751.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -577766.875000 Penalty: 4160.106934
	Iteration 16Q: 3 clusters Score -577766.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -577775.250000 Penalty: 4160.106934
	Iteration 17Q: 3 clusters Score -577775.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -577785.437500 Penalty: 4160.106934
	Iteration 18Q: 3 clusters Score -577785.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -577796.500000 Penalty: 4160.106934
	Iteration 19Q: 3 clusters Score -577796.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -577807.000000 Penalty: 4160.106934
	Iteration 20F: 3 clusters Score -577807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -577817.687500 Penalty: 4160.106934
	Iteration 21Q: 3 clusters Score -577817.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -577823.000000 Penalty: 4160.106934
	Iteration 22Q: 3 clusters Score -577823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -577831.437500 Penalty: 4160.106934
	Iteration 23Q: 3 clusters Score -577831.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -577839.812500 Penalty: 4160.106934
	Iteration 24Q: 3 clusters Score -577839.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -577844.125000 Penalty: 4160.106934
	Iteration 25Q: 3 clusters Score -577844.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -577851.687500 Penalty: 4160.106934
	Iteration 26Q: 3 clusters Score -577851.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -577855.500000 Penalty: 4160.106934
	Iteration 27Q: 3 clusters Score -577855.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -577858.375000 Penalty: 4160.106934
	Iteration 28Q: 3 clusters Score -577858.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -577861.000000 Penalty: 4160.106934
	Iteration 29Q: 3 clusters Score -577861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -577861.625000 Penalty: 4160.106934
	Iteration 30Q: 3 clusters Score -577861.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -577864.062500 Penalty: 4160.106934
	Iteration 31Q: 3 clusters Score -577864.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -577867.562500 Penalty: 4160.106934
	Iteration 32Q: 3 clusters Score -577867.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -577870.375000 Penalty: 4160.106934
	Iteration 33Q: 3 clusters Score -577870.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -577873.812500 Penalty: 4160.106934
	Iteration 34Q: 3 clusters Score -577873.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -577878.562500 Penalty: 4160.106934
	Iteration 35Q: 3 clusters Score -577878.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -577880.375000 Penalty: 4160.106934
	Iteration 36Q: 3 clusters Score -577880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -577881.562500 Penalty: 4160.106934
	Iteration 37Q: 3 clusters Score -577881.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -577882.312500 Penalty: 4160.106934
	Iteration 38Q: 3 clusters Score -577882.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -577883.187500 Penalty: 4160.106934
	Iteration 39Q: 3 clusters Score -577883.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -577882.625000 Penalty: 4160.106934
	Iteration 40F: 3 clusters Score -577882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -577883.687500 Penalty: 4160.106934
	Iteration 41Q: 3 clusters Score -577883.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -577884.187500 Penalty: 4160.106934
	Iteration 42Q: 3 clusters Score -577884.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -577883.750000 Penalty: 4160.106934
	Iteration 43Q: 3 clusters Score -577883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -577883.750000 Penalty: 4160.106934
	Iteration 44F: 3 clusters Score -577883.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Entering Unmasked Estep 
Score: -7210529.500000 Penalty: 2692.052246
	Iteration 0F: 2 clusters Score -7210530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -7175546.500000 Penalty: 5384.104492
	Iteration 0F: 3 clusters Score -7175546 nChanged 23943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -7189017.500000 Penalty: 5384.104492
	Iteration 1F: 3 clusters Score -7189018 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -7189562.500000 Penalty: 5384.104492
	Iteration 2Q: 3 clusters Score -7189562 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -7190148.500000 Penalty: 5384.104492
	Iteration 3Q: 3 clusters Score -7190148 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -7190748.000000 Penalty: 5384.104492
	Iteration 4Q: 3 clusters Score -7190748 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -7191467.000000 Penalty: 5384.104492
	Iteration 5Q: 3 clusters Score -7191467 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -7192523.500000 Penalty: 5384.104492
	Iteration 6Q: 3 clusters Score -7192524 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -7194041.000000 Penalty: 5384.104492
	Iteration 7F: 3 clusters Score -7194041 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -7196211.500000 Penalty: 5384.104492
	Iteration 8F: 3 clusters Score -7196212 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -7198847.500000 Penalty: 5384.104492
	Iteration 9F: 3 clusters Score -7198848 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -7200995.000000 Penalty: 5384.104492
	Iteration 10F: 3 clusters Score -7200995 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -7202155.000000 Penalty: 5384.104492
	Iteration 11Q: 3 clusters Score -7202155 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -7202620.000000 Penalty: 5384.104492
	Iteration 12Q: 3 clusters Score -7202620 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -7202927.500000 Penalty: 5384.104492
	Iteration 13Q: 3 clusters Score -7202928 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -7203176.000000 Penalty: 5384.104492
	Iteration 14Q: 3 clusters Score -7203176 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -7203339.000000 Penalty: 5384.104492
	Iteration 15Q: 3 clusters Score -7203339 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -7203501.000000 Penalty: 5384.104492
	Iteration 16Q: 3 clusters Score -7203501 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -7203687.000000 Penalty: 5384.104492
	Iteration 17Q: 3 clusters Score -7203687 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -7203869.500000 Penalty: 5384.104492
	Iteration 18Q: 3 clusters Score -7203870 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -7203997.000000 Penalty: 5384.104492
	Iteration 19Q: 3 clusters Score -7203997 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -7204108.000000 Penalty: 5384.104492
	Iteration 20F: 3 clusters Score -7204108 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -7204237.000000 Penalty: 5384.104492
	Iteration 21Q: 3 clusters Score -7204237 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -7204357.500000 Penalty: 5384.104492
	Iteration 22Q: 3 clusters Score -7204358 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -7204444.000000 Penalty: 5384.104492
	Iteration 23Q: 3 clusters Score -7204444 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -7204582.000000 Penalty: 5384.104492
	Iteration 24Q: 3 clusters Score -7204582 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -7204690.000000 Penalty: 5384.104492
	Iteration 25Q: 3 clusters Score -7204690 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -7204834.500000 Penalty: 5384.104492
	Iteration 26Q: 3 clusters Score -7204834 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -7204989.000000 Penalty: 5384.104492
	Iteration 27Q: 3 clusters Score -7204989 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -7205125.500000 Penalty: 5384.104492
	Iteration 28Q: 3 clusters Score -7205126 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -7205260.500000 Penalty: 5384.104492
	Iteration 29Q: 3 clusters Score -7205260 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -7205399.500000 Penalty: 5384.104492
	Iteration 30Q: 3 clusters Score -7205400 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -7205564.500000 Penalty: 5384.104492
	Iteration 31Q: 3 clusters Score -7205564 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -7205781.000000 Penalty: 5384.104492
	Iteration 32Q: 3 clusters Score -7205781 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -7205956.000000 Penalty: 5384.104492
	Iteration 33Q: 3 clusters Score -7205956 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -7206113.500000 Penalty: 5384.104492
	Iteration 34Q: 3 clusters Score -7206114 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -7206316.000000 Penalty: 5384.104492
	Iteration 35Q: 3 clusters Score -7206316 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -7206438.000000 Penalty: 5384.104492
	Iteration 36Q: 3 clusters Score -7206438 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -7206589.500000 Penalty: 5384.104492
	Iteration 37Q: 3 clusters Score -7206590 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -7206792.000000 Penalty: 5384.104492
	Iteration 38Q: 3 clusters Score -7206792 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -7206996.500000 Penalty: 5384.104492
	Iteration 39Q: 3 clusters Score -7206996 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -7207196.000000 Penalty: 5384.104492
	Iteration 40F: 3 clusters Score -7207196 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -7207377.000000 Penalty: 5384.104492
	Iteration 41Q: 3 clusters Score -7207377 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -7207561.500000 Penalty: 5384.104492
	Iteration 42Q: 3 clusters Score -7207562 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -7207750.500000 Penalty: 5384.104492
	Iteration 43Q: 3 clusters Score -7207750 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -7207917.000000 Penalty: 5384.104492
	Iteration 44Q: 3 clusters Score -7207917 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -7208093.500000 Penalty: 5384.104492
	Iteration 45Q: 3 clusters Score -7208094 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -7208226.000000 Penalty: 5384.104492
	Iteration 46Q: 3 clusters Score -7208226 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -7208328.000000 Penalty: 5384.104492
	Iteration 47Q: 3 clusters Score -7208328 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -7208405.000000 Penalty: 5384.104492
	Iteration 48Q: 3 clusters Score -7208405 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -7208476.500000 Penalty: 5384.104492
	Iteration 49Q: 3 clusters Score -7208476 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -7208546.000000 Penalty: 5384.104492
	Iteration 50Q: 3 clusters Score -7208546 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -7208580.500000 Penalty: 5384.104492
	Iteration 51Q: 3 clusters Score -7208580 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -7208615.500000 Penalty: 5384.104492
	Iteration 52Q: 3 clusters Score -7208616 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -7208654.000000 Penalty: 5384.104492
	Iteration 53Q: 3 clusters Score -7208654 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -7208667.500000 Penalty: 5384.104492
	Iteration 54Q: 3 clusters Score -7208668 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -7208696.000000 Penalty: 5384.104492
	Iteration 55Q: 3 clusters Score -7208696 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -7208708.000000 Penalty: 5384.104492
	Iteration 56Q: 3 clusters Score -7208708 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -7208729.000000 Penalty: 5384.104492
	Iteration 57Q: 3 clusters Score -7208729 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -7208751.500000 Penalty: 5384.104492
	Iteration 58Q: 3 clusters Score -7208752 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -7208762.000000 Penalty: 5384.104492
	Iteration 59Q: 3 clusters Score -7208762 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7208779.500000 Penalty: 5384.104492
	Iteration 60F: 3 clusters Score -7208780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7208791.500000 Penalty: 5384.104492
	Iteration 61Q: 3 clusters Score -7208792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -7208803.500000 Penalty: 5384.104492
	Iteration 62Q: 3 clusters Score -7208804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -7208813.000000 Penalty: 5384.104492
	Iteration 63Q: 3 clusters Score -7208813 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7208823.500000 Penalty: 5384.104492
	Iteration 64Q: 3 clusters Score -7208824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -7208835.000000 Penalty: 5384.104492
	Iteration 65Q: 3 clusters Score -7208835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50377 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -7208828.000000 Penalty: 5384.104492
	Iteration 66Q: 3 clusters Score -7208828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -7208844.500000 Penalty: 5384.104492
	Iteration 67Q: 3 clusters Score -7208844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -7208843.500000 Penalty: 5384.104492
	Iteration 68Q: 3 clusters Score -7208844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7208842.000000 Penalty: 5384.104492
	Iteration 69Q: 3 clusters Score -7208842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7208846.000000 Penalty: 5384.104492
	Iteration 70Q: 3 clusters Score -7208846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7208850.500000 Penalty: 5384.104492
	Iteration 71Q: 3 clusters Score -7208850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -7208845.500000 Penalty: 5384.104492
	Iteration 72Q: 3 clusters Score -7208846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -7208850.500000 Penalty: 5384.104492
	Iteration 73Q: 3 clusters Score -7208850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -7208859.500000 Penalty: 5384.104492
	Iteration 74Q: 3 clusters Score -7208860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7208854.500000 Penalty: 5384.104492
	Iteration 75Q: 3 clusters Score -7208854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7208864.000000 Penalty: 5384.104492
	Iteration 76Q: 3 clusters Score -7208864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50458 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -7208863.500000 Penalty: 5384.104492
	Iteration 77Q: 3 clusters Score -7208864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -7208864.500000 Penalty: 5384.104492
	Iteration 78Q: 3 clusters Score -7208864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -7208864.500000 Penalty: 5384.104492
	Iteration 79F: 3 clusters Score -7208864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -56364.472656 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -56364.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54907.914062 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -54907.91 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -55098.144531 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -55098.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -55166.511719 Penalty: 3057.004150
	Iteration 2F: 3 clusters Score -55166.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55204.996094 Penalty: 3057.004150
	Iteration 3Q: 3 clusters Score -55205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55229.531250 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -55229.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -55240.484375 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -55240.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -55246.781250 Penalty: 3057.004150
	Iteration 6Q: 3 clusters Score -55246.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -55254.687500 Penalty: 3057.004150
	Iteration 7Q: 3 clusters Score -55254.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -55260.718750 Penalty: 3057.004150
	Iteration 8Q: 3 clusters Score -55260.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -55260.718750 Penalty: 3057.004150
	Iteration 9F: 3 clusters Score -55260.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -50423.894531 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -50423.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -48982.835938 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -48982.84 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49134.199219 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -49134.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49200.902344 Penalty: 3005.324951
	Iteration 2F: 3 clusters Score -49200.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49246.398438 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -49246.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49284.960938 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -49284.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49330.765625 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -49330.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49365.796875 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -49365.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -49391.031250 Penalty: 3005.324951
	Iteration 7Q: 3 clusters Score -49391.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49435.628906 Penalty: 3005.324951
	Iteration 8Q: 3 clusters Score -49435.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49491.078125 Penalty: 3005.324951
	Iteration 9Q: 3 clusters Score -49491.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49548.386719 Penalty: 3005.324951
	Iteration 10Q: 3 clusters Score -49548.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49587.757812 Penalty: 3005.324951
	Iteration 11Q: 3 clusters Score -49587.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49656.304688 Penalty: 3005.324951
	Iteration 12Q: 3 clusters Score -49656.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49737.117188 Penalty: 3005.324951
	Iteration 13Q: 3 clusters Score -49737.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49764.675781 Penalty: 3005.324951
	Iteration 14Q: 3 clusters Score -49764.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49778.328125 Penalty: 3005.324951
	Iteration 15Q: 3 clusters Score -49778.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49798.753906 Penalty: 3005.324951
	Iteration 16Q: 3 clusters Score -49798.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49811.566406 Penalty: 3005.324951
	Iteration 17Q: 3 clusters Score -49811.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49813.605469 Penalty: 3005.324951
	Iteration 18Q: 3 clusters Score -49813.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49813.605469 Penalty: 3005.324951
	Iteration 19F: 3 clusters Score -49813.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Entering Unmasked Estep 
Score: -1449536.375000 Penalty: 2294.081787
	Iteration 0F: 2 clusters Score -1449536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1441547.500000 Penalty: 4588.163574
	Iteration 0F: 3 clusters Score -1441548 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1443885.750000 Penalty: 4588.163574
	Iteration 1F: 3 clusters Score -1443886 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1444235.000000 Penalty: 4588.163574
	Iteration 2F: 3 clusters Score -1444235 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1444549.750000 Penalty: 4588.163574
	Iteration 3F: 3 clusters Score -1444550 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1444933.125000 Penalty: 4588.163574
	Iteration 4F: 3 clusters Score -1444933 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1445377.875000 Penalty: 4588.163574
	Iteration 5F: 3 clusters Score -1445378 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1445875.500000 Penalty: 4588.163574
	Iteration 6F: 3 clusters Score -1445876 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1446337.000000 Penalty: 4588.163574
	Iteration 7F: 3 clusters Score -1446337 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1446714.000000 Penalty: 4588.163574
	Iteration 8Q: 3 clusters Score -1446714 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1446990.500000 Penalty: 4588.163574
	Iteration 9Q: 3 clusters Score -1446990 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1447217.625000 Penalty: 4588.163574
	Iteration 10Q: 3 clusters Score -1447218 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1447360.000000 Penalty: 4588.163574
	Iteration 11Q: 3 clusters Score -1447360 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1447445.750000 Penalty: 4588.163574
	Iteration 12Q: 3 clusters Score -1447446 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1447514.250000 Penalty: 4588.163574
	Iteration 13Q: 3 clusters Score -1447514 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1447554.000000 Penalty: 4588.163574
	Iteration 14Q: 3 clusters Score -1447554 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1447592.500000 Penalty: 4588.163574
	Iteration 15Q: 3 clusters Score -1447592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1447608.625000 Penalty: 4588.163574
	Iteration 16Q: 3 clusters Score -1447609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1447626.500000 Penalty: 4588.163574
	Iteration 17Q: 3 clusters Score -1447626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1447643.500000 Penalty: 4588.163574
	Iteration 18Q: 3 clusters Score -1447644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1447654.625000 Penalty: 4588.163574
	Iteration 19Q: 3 clusters Score -1447655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1447656.375000 Penalty: 4588.163574
	Iteration 20F: 3 clusters Score -1447656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1447662.375000 Penalty: 4588.163574
	Iteration 21Q: 3 clusters Score -1447662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1447668.125000 Penalty: 4588.163574
	Iteration 22Q: 3 clusters Score -1447668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1447678.625000 Penalty: 4588.163574
	Iteration 23Q: 3 clusters Score -1447679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1447683.625000 Penalty: 4588.163574
	Iteration 24Q: 3 clusters Score -1447684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1447686.250000 Penalty: 4588.163574
	Iteration 25Q: 3 clusters Score -1447686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1447693.125000 Penalty: 4588.163574
	Iteration 26Q: 3 clusters Score -1447693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1447695.250000 Penalty: 4588.163574
	Iteration 27Q: 3 clusters Score -1447695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1447699.125000 Penalty: 4588.163574
	Iteration 28Q: 3 clusters Score -1447699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1447702.000000 Penalty: 4588.163574
	Iteration 29Q: 3 clusters Score -1447702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1447703.125000 Penalty: 4588.163574
	Iteration 30Q: 3 clusters Score -1447703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1447704.500000 Penalty: 4588.163574
	Iteration 31Q: 3 clusters Score -1447704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1447704.750000 Penalty: 4588.163574
	Iteration 32Q: 3 clusters Score -1447705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1447704.750000 Penalty: 4588.163574
	Iteration 33F: 3 clusters Score -1447705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Entering Unmasked Estep 
Score: -6545875.000000 Penalty: 2676.715576
	Iteration 0F: 2 clusters Score -6545875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -6513136.000000 Penalty: 5353.431152
	Iteration 0F: 3 clusters Score -6513136 nChanged 22393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -6525403.000000 Penalty: 5353.431152
	Iteration 1F: 3 clusters Score -6525403 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -6525834.500000 Penalty: 5353.431152
	Iteration 2Q: 3 clusters Score -6525834 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -6526266.000000 Penalty: 5353.431152
	Iteration 3Q: 3 clusters Score -6526266 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -6526773.500000 Penalty: 5353.431152
	Iteration 4Q: 3 clusters Score -6526774 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -6527384.000000 Penalty: 5353.431152
	Iteration 5Q: 3 clusters Score -6527384 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -6528258.500000 Penalty: 5353.431152
	Iteration 6Q: 3 clusters Score -6528258 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -6529595.000000 Penalty: 5353.431152
	Iteration 7Q: 3 clusters Score -6529595 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -6531656.500000 Penalty: 5353.431152
	Iteration 8F: 3 clusters Score -6531656 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -6534390.000000 Penalty: 5353.431152
	Iteration 9F: 3 clusters Score -6534390 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -6537350.500000 Penalty: 5353.431152
	Iteration 10F: 3 clusters Score -6537350 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -6539981.000000 Penalty: 5353.431152
	Iteration 11F: 3 clusters Score -6539981 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -6541633.000000 Penalty: 5353.431152
	Iteration 12Q: 3 clusters Score -6541633 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -6542501.500000 Penalty: 5353.431152
	Iteration 13Q: 3 clusters Score -6542502 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -6542957.000000 Penalty: 5353.431152
	Iteration 14Q: 3 clusters Score -6542957 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -6543201.000000 Penalty: 5353.431152
	Iteration 15Q: 3 clusters Score -6543201 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -6543347.000000 Penalty: 5353.431152
	Iteration 16Q: 3 clusters Score -6543347 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -6543420.500000 Penalty: 5353.431152
	Iteration 17Q: 3 clusters Score -6543420 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -6543473.500000 Penalty: 5353.431152
	Iteration 18Q: 3 clusters Score -6543474 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 48139 members 
Entering Unmasked Estep 
Score: -6543515.000000 Penalty: 5353.431152
	Iteration 19Q: 3 clusters Score -6543515 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -6543545.000000 Penalty: 5353.431152
	Iteration 20F: 3 clusters Score -6543545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -6543566.500000 Penalty: 5353.431152
	Iteration 21Q: 3 clusters Score -6543566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -6543572.500000 Penalty: 5353.431152
	Iteration 22Q: 3 clusters Score -6543572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 48195 members 
Entering Unmasked Estep 
Score: -6543585.000000 Penalty: 5353.431152
	Iteration 23Q: 3 clusters Score -6543585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -6543588.500000 Penalty: 5353.431152
	Iteration 24Q: 3 clusters Score -6543588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -6543599.000000 Penalty: 5353.431152
	Iteration 25Q: 3 clusters Score -6543599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -6543598.000000 Penalty: 5353.431152
	Iteration 26Q: 3 clusters Score -6543598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -6543600.000000 Penalty: 5353.431152
	Iteration 27Q: 3 clusters Score -6543600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -6543600.000000 Penalty: 5353.431152
	Iteration 28Q: 3 clusters Score -6543600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -6543603.500000 Penalty: 5353.431152
	Iteration 29Q: 3 clusters Score -6543604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -6543602.500000 Penalty: 5353.431152
	Iteration 30Q: 3 clusters Score -6543602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -6543606.500000 Penalty: 5353.431152
	Iteration 31Q: 3 clusters Score -6543606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -6543606.500000 Penalty: 5353.431152
	Iteration 32F: 3 clusters Score -6543606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (158320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158320 members 
Entering Unmasked Estep 
Score: -21789828.000000 Penalty: 2969.148682
	Iteration 0F: 2 clusters Score -2.178983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79524 members 
Mstep: Class 2 contains 78796 members 
Entering Unmasked Estep 
Score: -21684870.000000 Penalty: 5938.297363
	Iteration 0F: 3 clusters Score -2.168487e+07 nChanged 75764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85394 members 
Mstep: Class 2 contains 72926 members 
Entering Unmasked Estep 
Score: -21729934.000000 Penalty: 5938.297363
	Iteration 1F: 3 clusters Score -2.172993e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89467 members 
Mstep: Class 2 contains 68853 members 
Entering Unmasked Estep 
Score: -21732190.000000 Penalty: 5938.297363
	Iteration 2Q: 3 clusters Score -2.173219e+07 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95421 members 
Mstep: Class 2 contains 62899 members 
Entering Unmasked Estep 
Score: -21736182.000000 Penalty: 5938.297363
	Iteration 3F: 3 clusters Score -2.173618e+07 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104035 members 
Mstep: Class 2 contains 54285 members 
Entering Unmasked Estep 
Score: -21742658.000000 Penalty: 5938.297363
	Iteration 4F: 3 clusters Score -2.174266e+07 nChanged 12730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114873 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -21752566.000000 Penalty: 5938.297363
	Iteration 5F: 3 clusters Score -2.175257e+07 nChanged 13157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126408 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -21763986.000000 Penalty: 5938.297363
	Iteration 6F: 3 clusters Score -2.176399e+07 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135794 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -21774434.000000 Penalty: 5938.297363
	Iteration 7F: 3 clusters Score -2.177443e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141387 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -21780930.000000 Penalty: 5938.297363
	Iteration 8Q: 3 clusters Score -2.178093e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144279 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -21783994.000000 Penalty: 5938.297363
	Iteration 9Q: 3 clusters Score -2.178399e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145965 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -21785206.000000 Penalty: 5938.297363
	Iteration 10Q: 3 clusters Score -2.178521e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147317 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -21785832.000000 Penalty: 5938.297363
	Iteration 11Q: 3 clusters Score -2.178583e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148431 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -21786178.000000 Penalty: 5938.297363
	Iteration 12Q: 3 clusters Score -2.178618e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149421 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -21786506.000000 Penalty: 5938.297363
	Iteration 13Q: 3 clusters Score -2.178651e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150283 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -21786676.000000 Penalty: 5938.297363
	Iteration 14Q: 3 clusters Score -2.178668e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151032 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -21786904.000000 Penalty: 5938.297363
	Iteration 15Q: 3 clusters Score -2.17869e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151728 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -21787092.000000 Penalty: 5938.297363
	Iteration 16Q: 3 clusters Score -2.178709e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152329 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -21787160.000000 Penalty: 5938.297363
	Iteration 17Q: 3 clusters Score -2.178716e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152865 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -21787270.000000 Penalty: 5938.297363
	Iteration 18Q: 3 clusters Score -2.178727e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153371 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -21787436.000000 Penalty: 5938.297363
	Iteration 19Q: 3 clusters Score -2.178744e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153802 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -21787562.000000 Penalty: 5938.297363
	Iteration 20F: 3 clusters Score -2.178756e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154151 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -21787620.000000 Penalty: 5938.297363
	Iteration 21Q: 3 clusters Score -2.178762e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154481 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -21787670.000000 Penalty: 5938.297363
	Iteration 22Q: 3 clusters Score -2.178767e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154749 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -21787692.000000 Penalty: 5938.297363
	Iteration 23Q: 3 clusters Score -2.178769e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154991 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -21787752.000000 Penalty: 5938.297363
	Iteration 24Q: 3 clusters Score -2.178775e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155176 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -21787760.000000 Penalty: 5938.297363
	Iteration 25Q: 3 clusters Score -2.178776e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155338 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -21787788.000000 Penalty: 5938.297363
	Iteration 26Q: 3 clusters Score -2.178779e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155460 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -21787788.000000 Penalty: 5938.297363
	Iteration 27Q: 3 clusters Score -2.178779e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155576 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -21787806.000000 Penalty: 5938.297363
	Iteration 28Q: 3 clusters Score -2.178781e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155697 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -21787808.000000 Penalty: 5938.297363
	Iteration 29Q: 3 clusters Score -2.178781e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155787 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -21787854.000000 Penalty: 5938.297363
	Iteration 30Q: 3 clusters Score -2.178785e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155865 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -21787892.000000 Penalty: 5938.297363
	Iteration 31Q: 3 clusters Score -2.178789e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155933 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -21787906.000000 Penalty: 5938.297363
	Iteration 32Q: 3 clusters Score -2.178791e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155989 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -21787916.000000 Penalty: 5938.297363
	Iteration 33Q: 3 clusters Score -2.178792e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156043 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -21787922.000000 Penalty: 5938.297363
	Iteration 34Q: 3 clusters Score -2.178792e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156080 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -21787942.000000 Penalty: 5938.297363
	Iteration 35Q: 3 clusters Score -2.178794e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156113 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -21787932.000000 Penalty: 5938.297363
	Iteration 36Q: 3 clusters Score -2.178793e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156144 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -21787930.000000 Penalty: 5938.297363
	Iteration 37Q: 3 clusters Score -2.178793e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156174 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -21787946.000000 Penalty: 5938.297363
	Iteration 38Q: 3 clusters Score -2.178795e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156195 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -21787944.000000 Penalty: 5938.297363
	Iteration 39Q: 3 clusters Score -2.178794e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156211 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -21787952.000000 Penalty: 5938.297363
	Iteration 40F: 3 clusters Score -2.178795e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156230 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -21787942.000000 Penalty: 5938.297363
	Iteration 41Q: 3 clusters Score -2.178794e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156244 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -21787924.000000 Penalty: 5938.297363
	Iteration 42Q: 3 clusters Score -2.178792e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156263 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -21787950.000000 Penalty: 5938.297363
	Iteration 43Q: 3 clusters Score -2.178795e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156280 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -21787952.000000 Penalty: 5938.297363
	Iteration 44Q: 3 clusters Score -2.178795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156288 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -21787944.000000 Penalty: 5938.297363
	Iteration 45Q: 3 clusters Score -2.178794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156298 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -21787950.000000 Penalty: 5938.297363
	Iteration 46Q: 3 clusters Score -2.178795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156311 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -21787948.000000 Penalty: 5938.297363
	Iteration 47Q: 3 clusters Score -2.178795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156322 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -21787948.000000 Penalty: 5938.297363
	Iteration 48Q: 3 clusters Score -2.178795e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156336 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -21787934.000000 Penalty: 5938.297363
	Iteration 49Q: 3 clusters Score -2.178793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156345 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -21787950.000000 Penalty: 5938.297363
	Iteration 50Q: 3 clusters Score -2.178795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156360 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -21787982.000000 Penalty: 5938.297363
	Iteration 51Q: 3 clusters Score -2.178798e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156375 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -21787986.000000 Penalty: 5938.297363
	Iteration 52Q: 3 clusters Score -2.178799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156387 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -21788000.000000 Penalty: 5938.297363
	Iteration 53Q: 3 clusters Score -2.1788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156397 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -21787990.000000 Penalty: 5938.297363
	Iteration 54Q: 3 clusters Score -2.178799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156406 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -21787982.000000 Penalty: 5938.297363
	Iteration 55Q: 3 clusters Score -2.178798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156413 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -21787982.000000 Penalty: 5938.297363
	Iteration 56Q: 3 clusters Score -2.178798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156418 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -21787986.000000 Penalty: 5938.297363
	Iteration 57Q: 3 clusters Score -2.178799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156423 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -21787986.000000 Penalty: 5938.297363
	Iteration 58Q: 3 clusters Score -2.178799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156427 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -21787990.000000 Penalty: 5938.297363
	Iteration 59Q: 3 clusters Score -2.178799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156429 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -21788002.000000 Penalty: 5938.297363
	Iteration 60F: 3 clusters Score -2.1788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156431 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -21788000.000000 Penalty: 5938.297363
	Iteration 61Q: 3 clusters Score -2.1788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156433 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -21788000.000000 Penalty: 5938.297363
	Iteration 62Q: 3 clusters Score -2.1788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156434 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -21787996.000000 Penalty: 5938.297363
	Iteration 63Q: 3 clusters Score -2.1788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156436 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -21787992.000000 Penalty: 5938.297363
	Iteration 64Q: 3 clusters Score -2.178799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156438 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -21787992.000000 Penalty: 5938.297363
	Iteration 65Q: 3 clusters Score -2.178799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156443 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -21787990.000000 Penalty: 5938.297363
	Iteration 66Q: 3 clusters Score -2.178799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156446 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -21787972.000000 Penalty: 5938.297363
	Iteration 67Q: 3 clusters Score -2.178797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156447 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -21787982.000000 Penalty: 5938.297363
	Iteration 68Q: 3 clusters Score -2.178798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156447 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -21787982.000000 Penalty: 5938.297363
	Iteration 69F: 3 clusters Score -2.178798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -106919.171875 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -106919.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -105083.007812 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -105083 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -105400.382812 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -105400.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -105593.312500 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -105593.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -105799.429688 Penalty: 3344.468994
	Iteration 3F: 3 clusters Score -105799.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -106412.007812 Penalty: 3344.468994
	Iteration 4F: 3 clusters Score -106412 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -106630.234375 Penalty: 3344.468994
	Iteration 5F: 3 clusters Score -106630.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -106737.867188 Penalty: 3344.468994
	Iteration 6F: 3 clusters Score -106737.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -106815.242188 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -106815.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -106861.445312 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -106861.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -106909.515625 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -106909.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -106924.929688 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -106924.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -106933.804688 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -106933.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -106943.421875 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -106943.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -106952.437500 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -106952.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -106957.882812 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -106957.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -106963.914062 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -106963.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -106963.914062 Penalty: 3344.468994
	Iteration 16F: 3 clusters Score -106963.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176589 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51795 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10408 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 11 contains 48689 members 
Mstep: Class 13 contains 158320 members 
Mstep: Class 14 contains 679 members 
Mstep: Class 15 contains 7162 members 
Mstep: Class 17 contains 154791 members 
Mstep: Class 18 contains 39985 members 
Mstep: Class 20 contains 177091 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
Score: -116101448.000000 Penalty: 60989.933594
Splitting cluster 14 changes total score from -116103120.000000 to -116101448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (7162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Entering Unmasked Estep 
Score: -988254.437500 Penalty: 2201.383057
	Iteration 0F: 2 clusters Score -988254.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -982363.187500 Penalty: 4402.766113
	Iteration 0F: 3 clusters Score -982363.2 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -983935.687500 Penalty: 4402.766113
	Iteration 1F: 3 clusters Score -983935.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -984146.437500 Penalty: 4402.766113
	Iteration 2F: 3 clusters Score -984146.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -984292.562500 Penalty: 4402.766113
	Iteration 3Q: 3 clusters Score -984292.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -984396.312500 Penalty: 4402.766113
	Iteration 4Q: 3 clusters Score -984396.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -984488.187500 Penalty: 4402.766113
	Iteration 5Q: 3 clusters Score -984488.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -984594.750000 Penalty: 4402.766113
	Iteration 6Q: 3 clusters Score -984594.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -984677.375000 Penalty: 4402.766113
	Iteration 7Q: 3 clusters Score -984677.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -984763.937500 Penalty: 4402.766113
	Iteration 8Q: 3 clusters Score -984763.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -984853.375000 Penalty: 4402.766113
	Iteration 9Q: 3 clusters Score -984853.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -984947.937500 Penalty: 4402.766113
	Iteration 10Q: 3 clusters Score -984947.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -985065.062500 Penalty: 4402.766113
	Iteration 11Q: 3 clusters Score -985065.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -985195.062500 Penalty: 4402.766113
	Iteration 12Q: 3 clusters Score -985195.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -985342.062500 Penalty: 4402.766113
	Iteration 13Q: 3 clusters Score -985342.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -985506.000000 Penalty: 4402.766113
	Iteration 14Q: 3 clusters Score -985506 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -985660.687500 Penalty: 4402.766113
	Iteration 15Q: 3 clusters Score -985660.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -985777.000000 Penalty: 4402.766113
	Iteration 16Q: 3 clusters Score -985777 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -985875.750000 Penalty: 4402.766113
	Iteration 17Q: 3 clusters Score -985875.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -985958.000000 Penalty: 4402.766113
	Iteration 18Q: 3 clusters Score -985958 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -986036.250000 Penalty: 4402.766113
	Iteration 19Q: 3 clusters Score -986036.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -986092.125000 Penalty: 4402.766113
	Iteration 20F: 3 clusters Score -986092.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -986128.312500 Penalty: 4402.766113
	Iteration 21Q: 3 clusters Score -986128.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -986165.812500 Penalty: 4402.766113
	Iteration 22Q: 3 clusters Score -986165.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -986196.875000 Penalty: 4402.766113
	Iteration 23Q: 3 clusters Score -986196.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -986216.187500 Penalty: 4402.766113
	Iteration 24Q: 3 clusters Score -986216.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -986234.937500 Penalty: 4402.766113
	Iteration 25Q: 3 clusters Score -986234.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -986258.875000 Penalty: 4402.766113
	Iteration 26Q: 3 clusters Score -986258.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -986274.000000 Penalty: 4402.766113
	Iteration 27Q: 3 clusters Score -986274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -986286.687500 Penalty: 4402.766113
	Iteration 28Q: 3 clusters Score -986286.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -986295.062500 Penalty: 4402.766113
	Iteration 29Q: 3 clusters Score -986295.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -986301.500000 Penalty: 4402.766113
	Iteration 30Q: 3 clusters Score -986301.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -986306.687500 Penalty: 4402.766113
	Iteration 31Q: 3 clusters Score -986306.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -986308.812500 Penalty: 4402.766113
	Iteration 32Q: 3 clusters Score -986308.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -986310.562500 Penalty: 4402.766113
	Iteration 33Q: 3 clusters Score -986310.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -986310.562500 Penalty: 4402.766113
	Iteration 34F: 3 clusters Score -986310.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (154791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154791 members 
Entering Unmasked Estep 
Score: -21298586.000000 Penalty: 2963.558105
	Iteration 0F: 2 clusters Score -2.129859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77293 members 
Mstep: Class 2 contains 77498 members 
Entering Unmasked Estep 
Score: -21196166.000000 Penalty: 5927.116211
	Iteration 0F: 3 clusters Score -2.119617e+07 nChanged 73964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75393 members 
Mstep: Class 2 contains 79398 members 
Entering Unmasked Estep 
Score: -21238948.000000 Penalty: 5927.116211
	Iteration 1F: 3 clusters Score -2.123895e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74229 members 
Mstep: Class 2 contains 80562 members 
Entering Unmasked Estep 
Score: -21239760.000000 Penalty: 5927.116211
	Iteration 2Q: 3 clusters Score -2.123976e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72414 members 
Mstep: Class 2 contains 82377 members 
Entering Unmasked Estep 
Score: -21240948.000000 Penalty: 5927.116211
	Iteration 3Q: 3 clusters Score -2.124095e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69631 members 
Mstep: Class 2 contains 85160 members 
Entering Unmasked Estep 
Score: -21242514.000000 Penalty: 5927.116211
	Iteration 4Q: 3 clusters Score -2.124251e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 89238 members 
Entering Unmasked Estep 
Score: -21244910.000000 Penalty: 5927.116211
	Iteration 5Q: 3 clusters Score -2.124491e+07 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59593 members 
Mstep: Class 2 contains 95198 members 
Entering Unmasked Estep 
Score: -21248610.000000 Penalty: 5927.116211
	Iteration 6F: 3 clusters Score -2.124861e+07 nChanged 9778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 103246 members 
Entering Unmasked Estep 
Score: -21254546.000000 Penalty: 5927.116211
	Iteration 7F: 3 clusters Score -2.125455e+07 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 113267 members 
Entering Unmasked Estep 
Score: -21262770.000000 Penalty: 5927.116211
	Iteration 8F: 3 clusters Score -2.126277e+07 nChanged 11588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 123711 members 
Entering Unmasked Estep 
Score: -21272488.000000 Penalty: 5927.116211
	Iteration 9F: 3 clusters Score -2.127249e+07 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 132370 members 
Entering Unmasked Estep 
Score: -21281422.000000 Penalty: 5927.116211
	Iteration 10F: 3 clusters Score -2.128142e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 137834 members 
Entering Unmasked Estep 
Score: -21288106.000000 Penalty: 5927.116211
	Iteration 11Q: 3 clusters Score -2.128811e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 140422 members 
Entering Unmasked Estep 
Score: -21291242.000000 Penalty: 5927.116211
	Iteration 12Q: 3 clusters Score -2.129124e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 141911 members 
Entering Unmasked Estep 
Score: -21292636.000000 Penalty: 5927.116211
	Iteration 13Q: 3 clusters Score -2.129264e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 143054 members 
Entering Unmasked Estep 
Score: -21293270.000000 Penalty: 5927.116211
	Iteration 14Q: 3 clusters Score -2.129327e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 144023 members 
Entering Unmasked Estep 
Score: -21293652.000000 Penalty: 5927.116211
	Iteration 15Q: 3 clusters Score -2.129365e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 144843 members 
Entering Unmasked Estep 
Score: -21294036.000000 Penalty: 5927.116211
	Iteration 16Q: 3 clusters Score -2.129404e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 145563 members 
Entering Unmasked Estep 
Score: -21294432.000000 Penalty: 5927.116211
	Iteration 17Q: 3 clusters Score -2.129443e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 146194 members 
Entering Unmasked Estep 
Score: -21294634.000000 Penalty: 5927.116211
	Iteration 18Q: 3 clusters Score -2.129463e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 146751 members 
Entering Unmasked Estep 
Score: -21294844.000000 Penalty: 5927.116211
	Iteration 19Q: 3 clusters Score -2.129484e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 147224 members 
Entering Unmasked Estep 
Score: -21295014.000000 Penalty: 5927.116211
	Iteration 20F: 3 clusters Score -2.129501e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 147666 members 
Entering Unmasked Estep 
Score: -21295134.000000 Penalty: 5927.116211
	Iteration 21Q: 3 clusters Score -2.129513e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 148060 members 
Entering Unmasked Estep 
Score: -21295334.000000 Penalty: 5927.116211
	Iteration 22Q: 3 clusters Score -2.129533e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 148428 members 
Entering Unmasked Estep 
Score: -21295438.000000 Penalty: 5927.116211
	Iteration 23Q: 3 clusters Score -2.129544e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 148756 members 
Entering Unmasked Estep 
Score: -21295550.000000 Penalty: 5927.116211
	Iteration 24Q: 3 clusters Score -2.129555e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 149090 members 
Entering Unmasked Estep 
Score: -21295608.000000 Penalty: 5927.116211
	Iteration 25Q: 3 clusters Score -2.129561e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 149373 members 
Entering Unmasked Estep 
Score: -21295718.000000 Penalty: 5927.116211
	Iteration 26Q: 3 clusters Score -2.129572e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 149606 members 
Entering Unmasked Estep 
Score: -21295796.000000 Penalty: 5927.116211
	Iteration 27Q: 3 clusters Score -2.12958e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 149811 members 
Entering Unmasked Estep 
Score: -21295820.000000 Penalty: 5927.116211
	Iteration 28Q: 3 clusters Score -2.129582e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 149996 members 
Entering Unmasked Estep 
Score: -21295838.000000 Penalty: 5927.116211
	Iteration 29Q: 3 clusters Score -2.129584e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 150173 members 
Entering Unmasked Estep 
Score: -21295848.000000 Penalty: 5927.116211
	Iteration 30Q: 3 clusters Score -2.129585e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 150317 members 
Entering Unmasked Estep 
Score: -21295918.000000 Penalty: 5927.116211
	Iteration 31Q: 3 clusters Score -2.129592e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 150469 members 
Entering Unmasked Estep 
Score: -21295954.000000 Penalty: 5927.116211
	Iteration 32Q: 3 clusters Score -2.129595e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 150608 members 
Entering Unmasked Estep 
Score: -21295934.000000 Penalty: 5927.116211
	Iteration 33Q: 3 clusters Score -2.129593e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 150744 members 
Entering Unmasked Estep 
Score: -21295994.000000 Penalty: 5927.116211
	Iteration 34Q: 3 clusters Score -2.129599e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 150881 members 
Entering Unmasked Estep 
Score: -21295976.000000 Penalty: 5927.116211
	Iteration 35Q: 3 clusters Score -2.129598e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 150993 members 
Entering Unmasked Estep 
Score: -21296032.000000 Penalty: 5927.116211
	Iteration 36Q: 3 clusters Score -2.129603e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 151107 members 
Entering Unmasked Estep 
Score: -21296034.000000 Penalty: 5927.116211
	Iteration 37Q: 3 clusters Score -2.129603e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 151214 members 
Entering Unmasked Estep 
Score: -21296072.000000 Penalty: 5927.116211
	Iteration 38Q: 3 clusters Score -2.129607e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 151313 members 
Entering Unmasked Estep 
Score: -21296094.000000 Penalty: 5927.116211
	Iteration 39Q: 3 clusters Score -2.129609e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 151405 members 
Entering Unmasked Estep 
Score: -21296122.000000 Penalty: 5927.116211
	Iteration 40F: 3 clusters Score -2.129612e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 151481 members 
Entering Unmasked Estep 
Score: -21296158.000000 Penalty: 5927.116211
	Iteration 41Q: 3 clusters Score -2.129616e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 151561 members 
Entering Unmasked Estep 
Score: -21296166.000000 Penalty: 5927.116211
	Iteration 42Q: 3 clusters Score -2.129617e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 151630 members 
Entering Unmasked Estep 
Score: -21296166.000000 Penalty: 5927.116211
	Iteration 43Q: 3 clusters Score -2.129617e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 151691 members 
Entering Unmasked Estep 
Score: -21296196.000000 Penalty: 5927.116211
	Iteration 44Q: 3 clusters Score -2.12962e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 151744 members 
Entering Unmasked Estep 
Score: -21296210.000000 Penalty: 5927.116211
	Iteration 45Q: 3 clusters Score -2.129621e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 151793 members 
Entering Unmasked Estep 
Score: -21296246.000000 Penalty: 5927.116211
	Iteration 46Q: 3 clusters Score -2.129625e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 151840 members 
Entering Unmasked Estep 
Score: -21296248.000000 Penalty: 5927.116211
	Iteration 47Q: 3 clusters Score -2.129625e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 151879 members 
Entering Unmasked Estep 
Score: -21296252.000000 Penalty: 5927.116211
	Iteration 48Q: 3 clusters Score -2.129625e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 151915 members 
Entering Unmasked Estep 
Score: -21296236.000000 Penalty: 5927.116211
	Iteration 49Q: 3 clusters Score -2.129624e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 151935 members 
Entering Unmasked Estep 
Score: -21296240.000000 Penalty: 5927.116211
	Iteration 50Q: 3 clusters Score -2.129624e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 151958 members 
Entering Unmasked Estep 
Score: -21296242.000000 Penalty: 5927.116211
	Iteration 51Q: 3 clusters Score -2.129624e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 151977 members 
Entering Unmasked Estep 
Score: -21296236.000000 Penalty: 5927.116211
	Iteration 52Q: 3 clusters Score -2.129624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 151993 members 
Entering Unmasked Estep 
Score: -21296222.000000 Penalty: 5927.116211
	Iteration 53Q: 3 clusters Score -2.129622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 152003 members 
Entering Unmasked Estep 
Score: -21296214.000000 Penalty: 5927.116211
	Iteration 54Q: 3 clusters Score -2.129621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 152013 members 
Entering Unmasked Estep 
Score: -21296228.000000 Penalty: 5927.116211
	Iteration 55Q: 3 clusters Score -2.129623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 152019 members 
Entering Unmasked Estep 
Score: -21296236.000000 Penalty: 5927.116211
	Iteration 56Q: 3 clusters Score -2.129624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 152022 members 
Entering Unmasked Estep 
Score: -21296242.000000 Penalty: 5927.116211
	Iteration 57Q: 3 clusters Score -2.129624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 152027 members 
Entering Unmasked Estep 
Score: -21296234.000000 Penalty: 5927.116211
	Iteration 58Q: 3 clusters Score -2.129623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 152031 members 
Entering Unmasked Estep 
Score: -21296232.000000 Penalty: 5927.116211
	Iteration 59Q: 3 clusters Score -2.129623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 152037 members 
Entering Unmasked Estep 
Score: -21296236.000000 Penalty: 5927.116211
	Iteration 60F: 3 clusters Score -2.129624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 152041 members 
Entering Unmasked Estep 
Score: -21296240.000000 Penalty: 5927.116211
	Iteration 61Q: 3 clusters Score -2.129624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 152047 members 
Entering Unmasked Estep 
Score: -21296246.000000 Penalty: 5927.116211
	Iteration 62Q: 3 clusters Score -2.129625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 152054 members 
Entering Unmasked Estep 
Score: -21296248.000000 Penalty: 5927.116211
	Iteration 63Q: 3 clusters Score -2.129625e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 152062 members 
Entering Unmasked Estep 
Score: -21296244.000000 Penalty: 5927.116211
	Iteration 64Q: 3 clusters Score -2.129624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 152071 members 
Entering Unmasked Estep 
Score: -21296248.000000 Penalty: 5927.116211
	Iteration 65Q: 3 clusters Score -2.129625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 152080 members 
Entering Unmasked Estep 
Score: -21296232.000000 Penalty: 5927.116211
	Iteration 66Q: 3 clusters Score -2.129623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 152089 members 
Entering Unmasked Estep 
Score: -21296242.000000 Penalty: 5927.116211
	Iteration 67Q: 3 clusters Score -2.129624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 152096 members 
Entering Unmasked Estep 
Score: -21296236.000000 Penalty: 5927.116211
	Iteration 68Q: 3 clusters Score -2.129624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 152105 members 
Entering Unmasked Estep 
Score: -21296244.000000 Penalty: 5927.116211
	Iteration 69Q: 3 clusters Score -2.129624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 152111 members 
Entering Unmasked Estep 
Score: -21296234.000000 Penalty: 5927.116211
	Iteration 70Q: 3 clusters Score -2.129623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 152114 members 
Entering Unmasked Estep 
Score: -21296236.000000 Penalty: 5927.116211
	Iteration 71Q: 3 clusters Score -2.129624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 152118 members 
Entering Unmasked Estep 
Score: -21296246.000000 Penalty: 5927.116211
	Iteration 72Q: 3 clusters Score -2.129625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 152121 members 
Entering Unmasked Estep 
Score: -21296252.000000 Penalty: 5927.116211
	Iteration 73Q: 3 clusters Score -2.129625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 152123 members 
Entering Unmasked Estep 
Score: -21296246.000000 Penalty: 5927.116211
	Iteration 74Q: 3 clusters Score -2.129625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 152123 members 
Entering Unmasked Estep 
Score: -21296246.000000 Penalty: 5927.116211
	Iteration 75F: 3 clusters Score -2.129625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Entering Unmasked Estep 
Score: -5575464.000000 Penalty: 2627.872559
	Iteration 0F: 2 clusters Score -5575464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -5548408.000000 Penalty: 5255.745117
	Iteration 0F: 3 clusters Score -5548408 nChanged 18294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -5558392.500000 Penalty: 5255.745117
	Iteration 1F: 3 clusters Score -5558392 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -5558743.500000 Penalty: 5255.745117
	Iteration 2Q: 3 clusters Score -5558744 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -5559126.500000 Penalty: 5255.745117
	Iteration 3Q: 3 clusters Score -5559126 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -5559466.500000 Penalty: 5255.745117
	Iteration 4Q: 3 clusters Score -5559466 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -5559806.500000 Penalty: 5255.745117
	Iteration 5Q: 3 clusters Score -5559806 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -5560128.000000 Penalty: 5255.745117
	Iteration 6Q: 3 clusters Score -5560128 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -5560505.000000 Penalty: 5255.745117
	Iteration 7Q: 3 clusters Score -5560505 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -5561011.500000 Penalty: 5255.745117
	Iteration 8Q: 3 clusters Score -5561012 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -5561768.500000 Penalty: 5255.745117
	Iteration 9Q: 3 clusters Score -5561768 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -5562849.500000 Penalty: 5255.745117
	Iteration 10Q: 3 clusters Score -5562850 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -5564270.000000 Penalty: 5255.745117
	Iteration 11Q: 3 clusters Score -5564270 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -5565966.000000 Penalty: 5255.745117
	Iteration 12F: 3 clusters Score -5565966 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -5567363.500000 Penalty: 5255.745117
	Iteration 13F: 3 clusters Score -5567364 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -5568170.000000 Penalty: 5255.745117
	Iteration 14Q: 3 clusters Score -5568170 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -5568597.500000 Penalty: 5255.745117
	Iteration 15Q: 3 clusters Score -5568598 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -5568819.500000 Penalty: 5255.745117
	Iteration 16Q: 3 clusters Score -5568820 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -5568976.000000 Penalty: 5255.745117
	Iteration 17Q: 3 clusters Score -5568976 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -5569114.500000 Penalty: 5255.745117
	Iteration 18Q: 3 clusters Score -5569114 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -5569181.000000 Penalty: 5255.745117
	Iteration 19Q: 3 clusters Score -5569181 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -5569256.000000 Penalty: 5255.745117
	Iteration 20F: 3 clusters Score -5569256 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -5569353.500000 Penalty: 5255.745117
	Iteration 21Q: 3 clusters Score -5569354 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -5569415.500000 Penalty: 5255.745117
	Iteration 22Q: 3 clusters Score -5569416 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -5569490.500000 Penalty: 5255.745117
	Iteration 23Q: 3 clusters Score -5569490 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -5569573.000000 Penalty: 5255.745117
	Iteration 24Q: 3 clusters Score -5569573 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -5569652.000000 Penalty: 5255.745117
	Iteration 25Q: 3 clusters Score -5569652 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -5569710.000000 Penalty: 5255.745117
	Iteration 26Q: 3 clusters Score -5569710 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -5569810.000000 Penalty: 5255.745117
	Iteration 27Q: 3 clusters Score -5569810 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -5569886.000000 Penalty: 5255.745117
	Iteration 28Q: 3 clusters Score -5569886 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -5569948.000000 Penalty: 5255.745117
	Iteration 29Q: 3 clusters Score -5569948 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -5570023.000000 Penalty: 5255.745117
	Iteration 30Q: 3 clusters Score -5570023 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -5570083.000000 Penalty: 5255.745117
	Iteration 31Q: 3 clusters Score -5570083 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -5570142.500000 Penalty: 5255.745117
	Iteration 32Q: 3 clusters Score -5570142 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -5570202.000000 Penalty: 5255.745117
	Iteration 33Q: 3 clusters Score -5570202 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -5570257.500000 Penalty: 5255.745117
	Iteration 34Q: 3 clusters Score -5570258 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -5570303.000000 Penalty: 5255.745117
	Iteration 35Q: 3 clusters Score -5570303 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -5570364.500000 Penalty: 5255.745117
	Iteration 36Q: 3 clusters Score -5570364 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -5570409.000000 Penalty: 5255.745117
	Iteration 37Q: 3 clusters Score -5570409 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -5570485.500000 Penalty: 5255.745117
	Iteration 38Q: 3 clusters Score -5570486 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -5570562.500000 Penalty: 5255.745117
	Iteration 39Q: 3 clusters Score -5570562 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -5570612.500000 Penalty: 5255.745117
	Iteration 40F: 3 clusters Score -5570612 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -5570698.500000 Penalty: 5255.745117
	Iteration 41Q: 3 clusters Score -5570698 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -5570791.000000 Penalty: 5255.745117
	Iteration 42Q: 3 clusters Score -5570791 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -5570878.000000 Penalty: 5255.745117
	Iteration 43Q: 3 clusters Score -5570878 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -5570966.500000 Penalty: 5255.745117
	Iteration 44Q: 3 clusters Score -5570966 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -5571062.000000 Penalty: 5255.745117
	Iteration 45Q: 3 clusters Score -5571062 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -5571163.500000 Penalty: 5255.745117
	Iteration 46Q: 3 clusters Score -5571164 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -5571269.000000 Penalty: 5255.745117
	Iteration 47Q: 3 clusters Score -5571269 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -5571385.500000 Penalty: 5255.745117
	Iteration 48Q: 3 clusters Score -5571386 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -5571523.000000 Penalty: 5255.745117
	Iteration 49Q: 3 clusters Score -5571523 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -5571614.000000 Penalty: 5255.745117
	Iteration 50Q: 3 clusters Score -5571614 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -5571751.500000 Penalty: 5255.745117
	Iteration 51Q: 3 clusters Score -5571752 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -5571864.000000 Penalty: 5255.745117
	Iteration 52Q: 3 clusters Score -5571864 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -5571930.000000 Penalty: 5255.745117
	Iteration 53Q: 3 clusters Score -5571930 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -5571979.000000 Penalty: 5255.745117
	Iteration 54Q: 3 clusters Score -5571979 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -5572033.500000 Penalty: 5255.745117
	Iteration 55Q: 3 clusters Score -5572034 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -5572108.000000 Penalty: 5255.745117
	Iteration 56Q: 3 clusters Score -5572108 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -5572158.500000 Penalty: 5255.745117
	Iteration 57Q: 3 clusters Score -5572158 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -5572244.000000 Penalty: 5255.745117
	Iteration 58Q: 3 clusters Score -5572244 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -5572332.000000 Penalty: 5255.745117
	Iteration 59Q: 3 clusters Score -5572332 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -5572399.000000 Penalty: 5255.745117
	Iteration 60F: 3 clusters Score -5572399 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -5572450.500000 Penalty: 5255.745117
	Iteration 61Q: 3 clusters Score -5572450 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -5572533.000000 Penalty: 5255.745117
	Iteration 62Q: 3 clusters Score -5572533 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -5572597.500000 Penalty: 5255.745117
	Iteration 63Q: 3 clusters Score -5572598 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -5572647.000000 Penalty: 5255.745117
	Iteration 64Q: 3 clusters Score -5572647 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -5572683.000000 Penalty: 5255.745117
	Iteration 65Q: 3 clusters Score -5572683 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -5572726.500000 Penalty: 5255.745117
	Iteration 66Q: 3 clusters Score -5572726 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -5572760.500000 Penalty: 5255.745117
	Iteration 67Q: 3 clusters Score -5572760 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -5572804.500000 Penalty: 5255.745117
	Iteration 68Q: 3 clusters Score -5572804 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -5572840.000000 Penalty: 5255.745117
	Iteration 69Q: 3 clusters Score -5572840 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5572872.000000 Penalty: 5255.745117
	Iteration 70Q: 3 clusters Score -5572872 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5572881.500000 Penalty: 5255.745117
	Iteration 71Q: 3 clusters Score -5572882 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5572906.000000 Penalty: 5255.745117
	Iteration 72Q: 3 clusters Score -5572906 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -5572932.000000 Penalty: 5255.745117
	Iteration 73Q: 3 clusters Score -5572932 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5572938.500000 Penalty: 5255.745117
	Iteration 74Q: 3 clusters Score -5572938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5572952.500000 Penalty: 5255.745117
	Iteration 75Q: 3 clusters Score -5572952 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -5572980.500000 Penalty: 5255.745117
	Iteration 76Q: 3 clusters Score -5572980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5572994.000000 Penalty: 5255.745117
	Iteration 77Q: 3 clusters Score -5572994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5573006.000000 Penalty: 5255.745117
	Iteration 78Q: 3 clusters Score -5573006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5573019.000000 Penalty: 5255.745117
	Iteration 79Q: 3 clusters Score -5573019 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5573027.500000 Penalty: 5255.745117
	Iteration 80F: 3 clusters Score -5573028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5573043.500000 Penalty: 5255.745117
	Iteration 81Q: 3 clusters Score -5573044 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5573067.000000 Penalty: 5255.745117
	Iteration 82Q: 3 clusters Score -5573067 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -5573090.500000 Penalty: 5255.745117
	Iteration 83Q: 3 clusters Score -5573090 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5573107.500000 Penalty: 5255.745117
	Iteration 84Q: 3 clusters Score -5573108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5573131.000000 Penalty: 5255.745117
	Iteration 85Q: 3 clusters Score -5573131 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5573155.500000 Penalty: 5255.745117
	Iteration 86Q: 3 clusters Score -5573156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5573161.000000 Penalty: 5255.745117
	Iteration 87Q: 3 clusters Score -5573161 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5573165.500000 Penalty: 5255.745117
	Iteration 88Q: 3 clusters Score -5573166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5573173.000000 Penalty: 5255.745117
	Iteration 89Q: 3 clusters Score -5573173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5573184.500000 Penalty: 5255.745117
	Iteration 90Q: 3 clusters Score -5573184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5573191.000000 Penalty: 5255.745117
	Iteration 91Q: 3 clusters Score -5573191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5573196.500000 Penalty: 5255.745117
	Iteration 92Q: 3 clusters Score -5573196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5573205.000000 Penalty: 5255.745117
	Iteration 93Q: 3 clusters Score -5573205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5573213.000000 Penalty: 5255.745117
	Iteration 94Q: 3 clusters Score -5573213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5573217.000000 Penalty: 5255.745117
	Iteration 95Q: 3 clusters Score -5573217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5573217.500000 Penalty: 5255.745117
	Iteration 96Q: 3 clusters Score -5573218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5573225.000000 Penalty: 5255.745117
	Iteration 97Q: 3 clusters Score -5573225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5573232.500000 Penalty: 5255.745117
	Iteration 98Q: 3 clusters Score -5573232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5573229.500000 Penalty: 5255.745117
	Iteration 99Q: 3 clusters Score -5573230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5573235.000000 Penalty: 5255.745117
	Iteration 100F: 3 clusters Score -5573235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5573234.500000 Penalty: 5255.745117
	Iteration 101Q: 3 clusters Score -5573234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5573232.500000 Penalty: 5255.745117
	Iteration 102Q: 3 clusters Score -5573232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5573236.500000 Penalty: 5255.745117
	Iteration 103Q: 3 clusters Score -5573236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5573242.500000 Penalty: 5255.745117
	Iteration 104Q: 3 clusters Score -5573242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5573237.500000 Penalty: 5255.745117
	Iteration 105Q: 3 clusters Score -5573238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5573239.000000 Penalty: 5255.745117
	Iteration 106Q: 3 clusters Score -5573239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5573233.000000 Penalty: 5255.745117
	Iteration 107Q: 3 clusters Score -5573233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5573230.000000 Penalty: 5255.745117
	Iteration 108Q: 3 clusters Score -5573230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5573235.500000 Penalty: 5255.745117
	Iteration 109Q: 3 clusters Score -5573236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5573236.500000 Penalty: 5255.745117
	Iteration 110Q: 3 clusters Score -5573236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5573236.500000 Penalty: 5255.745117
	Iteration 111F: 3 clusters Score -5573236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (177091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177091 members 
Entering Unmasked Estep 
Score: -24281336.000000 Penalty: 2996.936035
	Iteration 0F: 2 clusters Score -2.428134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88057 members 
Mstep: Class 2 contains 89034 members 
Entering Unmasked Estep 
Score: -24166956.000000 Penalty: 5993.872070
	Iteration 0F: 3 clusters Score -2.416696e+07 nChanged 85049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79354 members 
Mstep: Class 2 contains 97737 members 
Entering Unmasked Estep 
Score: -24217094.000000 Penalty: 5993.872070
	Iteration 1F: 3 clusters Score -2.421709e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73811 members 
Mstep: Class 2 contains 103280 members 
Entering Unmasked Estep 
Score: -24219226.000000 Penalty: 5993.872070
	Iteration 2Q: 3 clusters Score -2.421923e+07 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 111692 members 
Entering Unmasked Estep 
Score: -24223436.000000 Penalty: 5993.872070
	Iteration 3F: 3 clusters Score -2.422344e+07 nChanged 12490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 123926 members 
Entering Unmasked Estep 
Score: -24231494.000000 Penalty: 5993.872070
	Iteration 4F: 3 clusters Score -2.423149e+07 nChanged 15866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 139654 members 
Entering Unmasked Estep 
Score: -24245182.000000 Penalty: 5993.872070
	Iteration 5F: 3 clusters Score -2.424518e+07 nChanged 16403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 155995 members 
Entering Unmasked Estep 
Score: -24261602.000000 Penalty: 5993.872070
	Iteration 6F: 3 clusters Score -2.42616e+07 nChanged 12302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 168283 members 
Entering Unmasked Estep 
Score: -24272522.000000 Penalty: 5993.872070
	Iteration 7F: 3 clusters Score -2.427252e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 174293 members 
Entering Unmasked Estep 
Score: -24277014.000000 Penalty: 5993.872070
	Iteration 8Q: 3 clusters Score -2.427701e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 176227 members 
Entering Unmasked Estep 
Score: -24278128.000000 Penalty: 5993.872070
	Iteration 9Q: 3 clusters Score -2.427813e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 176691 members 
Entering Unmasked Estep 
Score: -24278430.000000 Penalty: 5993.872070
	Iteration 10Q: 3 clusters Score -2.427843e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 176813 members 
Entering Unmasked Estep 
Score: -24278566.000000 Penalty: 5993.872070
	Iteration 11Q: 3 clusters Score -2.427857e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 176851 members 
Entering Unmasked Estep 
Score: -24278622.000000 Penalty: 5993.872070
	Iteration 12Q: 3 clusters Score -2.427862e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 176866 members 
Entering Unmasked Estep 
Score: -24278668.000000 Penalty: 5993.872070
	Iteration 13Q: 3 clusters Score -2.427867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 176877 members 
Entering Unmasked Estep 
Score: -24278706.000000 Penalty: 5993.872070
	Iteration 14Q: 3 clusters Score -2.427871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 176876 members 
Entering Unmasked Estep 
Score: -24278720.000000 Penalty: 5993.872070
	Iteration 15Q: 3 clusters Score -2.427872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 176877 members 
Entering Unmasked Estep 
Score: -24278712.000000 Penalty: 5993.872070
	Iteration 16Q: 3 clusters Score -2.427871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 176878 members 
Entering Unmasked Estep 
Score: -24278716.000000 Penalty: 5993.872070
	Iteration 17Q: 3 clusters Score -2.427872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 176880 members 
Entering Unmasked Estep 
Score: -24278714.000000 Penalty: 5993.872070
	Iteration 18Q: 3 clusters Score -2.427871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 176881 members 
Entering Unmasked Estep 
Score: -24278718.000000 Penalty: 5993.872070
	Iteration 19Q: 3 clusters Score -2.427872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 176881 members 
Entering Unmasked Estep 
Score: -24278716.000000 Penalty: 5993.872070
	Iteration 20F: 3 clusters Score -2.427872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 176883 members 
Entering Unmasked Estep 
Score: -24278724.000000 Penalty: 5993.872070
	Iteration 21Q: 3 clusters Score -2.427872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 176883 members 
Entering Unmasked Estep 
Score: -24278724.000000 Penalty: 5993.872070
	Iteration 22F: 3 clusters Score -2.427872e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Entering Unmasked Estep 
Score: -214533.421875 Penalty: 1842.226685
	Iteration 0F: 2 clusters Score -214533.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -212106.812500 Penalty: 3684.453369
	Iteration 0F: 3 clusters Score -212106.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -212540.921875 Penalty: 3684.453369
	Iteration 1F: 3 clusters Score -212540.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -212701.671875 Penalty: 3684.453369
	Iteration 2F: 3 clusters Score -212701.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -212836.078125 Penalty: 3684.453369
	Iteration 3F: 3 clusters Score -212836.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -212963.906250 Penalty: 3684.453369
	Iteration 4F: 3 clusters Score -212963.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -213088.109375 Penalty: 3684.453369
	Iteration 5Q: 3 clusters Score -213088.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -213229.328125 Penalty: 3684.453369
	Iteration 6Q: 3 clusters Score -213229.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -213335.546875 Penalty: 3684.453369
	Iteration 7Q: 3 clusters Score -213335.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -213470.343750 Penalty: 3684.453369
	Iteration 8Q: 3 clusters Score -213470.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -213648.046875 Penalty: 3684.453369
	Iteration 9Q: 3 clusters Score -213648 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -213805.484375 Penalty: 3684.453369
	Iteration 10Q: 3 clusters Score -213805.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -213980.953125 Penalty: 3684.453369
	Iteration 11Q: 3 clusters Score -213981 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -214072.203125 Penalty: 3684.453369
	Iteration 12Q: 3 clusters Score -214072.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -214122.656250 Penalty: 3684.453369
	Iteration 13Q: 3 clusters Score -214122.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -214138.406250 Penalty: 3684.453369
	Iteration 14Q: 3 clusters Score -214138.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -214148.546875 Penalty: 3684.453369
	Iteration 15Q: 3 clusters Score -214148.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -214154.031250 Penalty: 3684.453369
	Iteration 16Q: 3 clusters Score -214154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -214155.968750 Penalty: 3684.453369
	Iteration 17Q: 3 clusters Score -214156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -214157.187500 Penalty: 3684.453369
	Iteration 18Q: 3 clusters Score -214157.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -214157.187500 Penalty: 3684.453369
	Iteration 19F: 3 clusters Score -214157.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Entering Unmasked Estep 
Score: -1725310.375000 Penalty: 2349.116455
	Iteration 0F: 2 clusters Score -1725310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1715674.875000 Penalty: 4698.232910
	Iteration 0F: 3 clusters Score -1715675 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1718742.125000 Penalty: 4698.232910
	Iteration 1F: 3 clusters Score -1718742 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1719231.125000 Penalty: 4698.232910
	Iteration 2F: 3 clusters Score -1719231 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1719698.750000 Penalty: 4698.232910
	Iteration 3F: 3 clusters Score -1719699 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1720154.750000 Penalty: 4698.232910
	Iteration 4F: 3 clusters Score -1720155 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1720563.875000 Penalty: 4698.232910
	Iteration 5F: 3 clusters Score -1720564 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1720916.500000 Penalty: 4698.232910
	Iteration 6F: 3 clusters Score -1720916 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1721259.500000 Penalty: 4698.232910
	Iteration 7Q: 3 clusters Score -1721260 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1721584.750000 Penalty: 4698.232910
	Iteration 8Q: 3 clusters Score -1721585 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1721882.625000 Penalty: 4698.232910
	Iteration 9Q: 3 clusters Score -1721883 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1722125.125000 Penalty: 4698.232910
	Iteration 10Q: 3 clusters Score -1722125 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1722279.750000 Penalty: 4698.232910
	Iteration 11Q: 3 clusters Score -1722280 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1722419.750000 Penalty: 4698.232910
	Iteration 12Q: 3 clusters Score -1722420 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1722510.125000 Penalty: 4698.232910
	Iteration 13Q: 3 clusters Score -1722510 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1722590.750000 Penalty: 4698.232910
	Iteration 14Q: 3 clusters Score -1722591 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1722642.125000 Penalty: 4698.232910
	Iteration 15Q: 3 clusters Score -1722642 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1722702.750000 Penalty: 4698.232910
	Iteration 16Q: 3 clusters Score -1722703 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1722750.875000 Penalty: 4698.232910
	Iteration 17Q: 3 clusters Score -1722751 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1722801.375000 Penalty: 4698.232910
	Iteration 18Q: 3 clusters Score -1722801 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1722852.500000 Penalty: 4698.232910
	Iteration 19Q: 3 clusters Score -1722852 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1722904.000000 Penalty: 4698.232910
	Iteration 20F: 3 clusters Score -1722904 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1722971.125000 Penalty: 4698.232910
	Iteration 21Q: 3 clusters Score -1722971 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1723042.250000 Penalty: 4698.232910
	Iteration 22Q: 3 clusters Score -1723042 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1723089.625000 Penalty: 4698.232910
	Iteration 23Q: 3 clusters Score -1723090 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1723140.875000 Penalty: 4698.232910
	Iteration 24Q: 3 clusters Score -1723141 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1723197.750000 Penalty: 4698.232910
	Iteration 25Q: 3 clusters Score -1723198 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1723253.375000 Penalty: 4698.232910
	Iteration 26Q: 3 clusters Score -1723253 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1723302.250000 Penalty: 4698.232910
	Iteration 27Q: 3 clusters Score -1723302 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1723347.125000 Penalty: 4698.232910
	Iteration 28Q: 3 clusters Score -1723347 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1723391.875000 Penalty: 4698.232910
	Iteration 29Q: 3 clusters Score -1723392 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1723443.000000 Penalty: 4698.232910
	Iteration 30Q: 3 clusters Score -1723443 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1723492.375000 Penalty: 4698.232910
	Iteration 31Q: 3 clusters Score -1723492 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1723528.750000 Penalty: 4698.232910
	Iteration 32Q: 3 clusters Score -1723529 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1723560.000000 Penalty: 4698.232910
	Iteration 33Q: 3 clusters Score -1723560 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1723574.375000 Penalty: 4698.232910
	Iteration 34Q: 3 clusters Score -1723574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1723576.250000 Penalty: 4698.232910
	Iteration 35Q: 3 clusters Score -1723576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1723580.875000 Penalty: 4698.232910
	Iteration 36Q: 3 clusters Score -1723581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1723593.250000 Penalty: 4698.232910
	Iteration 37Q: 3 clusters Score -1723593 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1723602.000000 Penalty: 4698.232910
	Iteration 38Q: 3 clusters Score -1723602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1723614.375000 Penalty: 4698.232910
	Iteration 39Q: 3 clusters Score -1723614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1723626.500000 Penalty: 4698.232910
	Iteration 40F: 3 clusters Score -1723626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1723642.500000 Penalty: 4698.232910
	Iteration 41Q: 3 clusters Score -1723642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1723661.000000 Penalty: 4698.232910
	Iteration 42Q: 3 clusters Score -1723661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1723669.625000 Penalty: 4698.232910
	Iteration 43Q: 3 clusters Score -1723670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1723676.375000 Penalty: 4698.232910
	Iteration 44Q: 3 clusters Score -1723676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1723686.750000 Penalty: 4698.232910
	Iteration 45Q: 3 clusters Score -1723687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1723688.875000 Penalty: 4698.232910
	Iteration 46Q: 3 clusters Score -1723689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1723694.125000 Penalty: 4698.232910
	Iteration 47Q: 3 clusters Score -1723694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1723700.000000 Penalty: 4698.232910
	Iteration 48Q: 3 clusters Score -1723700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1723703.375000 Penalty: 4698.232910
	Iteration 49Q: 3 clusters Score -1723703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1723710.750000 Penalty: 4698.232910
	Iteration 50Q: 3 clusters Score -1723711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1723714.500000 Penalty: 4698.232910
	Iteration 51Q: 3 clusters Score -1723714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1723724.875000 Penalty: 4698.232910
	Iteration 52Q: 3 clusters Score -1723725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1723729.625000 Penalty: 4698.232910
	Iteration 53Q: 3 clusters Score -1723730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1723736.625000 Penalty: 4698.232910
	Iteration 54Q: 3 clusters Score -1723737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1723736.625000 Penalty: 4698.232910
	Iteration 55Q: 3 clusters Score -1723737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1723742.750000 Penalty: 4698.232910
	Iteration 56Q: 3 clusters Score -1723743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1723741.625000 Penalty: 4698.232910
	Iteration 57Q: 3 clusters Score -1723742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1723744.625000 Penalty: 4698.232910
	Iteration 58Q: 3 clusters Score -1723745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1723744.625000 Penalty: 4698.232910
	Iteration 59Q: 3 clusters Score -1723745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1723744.500000 Penalty: 4698.232910
	Iteration 60F: 3 clusters Score -1723744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1723745.875000 Penalty: 4698.232910
	Iteration 61Q: 3 clusters Score -1723746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1723746.375000 Penalty: 4698.232910
	Iteration 62Q: 3 clusters Score -1723746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1723746.000000 Penalty: 4698.232910
	Iteration 63Q: 3 clusters Score -1723746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1723745.125000 Penalty: 4698.232910
	Iteration 64Q: 3 clusters Score -1723745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1723745.125000 Penalty: 4698.232910
	Iteration 65F: 3 clusters Score -1723745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Entering Unmasked Estep 
Score: -1159023.375000 Penalty: 2242.719238
	Iteration 0F: 2 clusters Score -1159023 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 4257 members 
Entering Unmasked Estep 
Score: -1152231.250000 Penalty: 4485.438477
	Iteration 0F: 3 clusters Score -1152231 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1154117.625000 Penalty: 4485.438477
	Iteration 1F: 3 clusters Score -1154118 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1154361.250000 Penalty: 4485.438477
	Iteration 2F: 3 clusters Score -1154361 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1154527.500000 Penalty: 4485.438477
	Iteration 3Q: 3 clusters Score -1154528 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1154645.125000 Penalty: 4485.438477
	Iteration 4Q: 3 clusters Score -1154645 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1154758.500000 Penalty: 4485.438477
	Iteration 5Q: 3 clusters Score -1154758 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1154856.500000 Penalty: 4485.438477
	Iteration 6Q: 3 clusters Score -1154856 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1154941.125000 Penalty: 4485.438477
	Iteration 7Q: 3 clusters Score -1154941 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1155009.000000 Penalty: 4485.438477
	Iteration 8Q: 3 clusters Score -1155009 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1155070.375000 Penalty: 4485.438477
	Iteration 9Q: 3 clusters Score -1155070 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1155149.250000 Penalty: 4485.438477
	Iteration 10Q: 3 clusters Score -1155149 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1155230.875000 Penalty: 4485.438477
	Iteration 11Q: 3 clusters Score -1155231 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1155296.375000 Penalty: 4485.438477
	Iteration 12Q: 3 clusters Score -1155296 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1155365.000000 Penalty: 4485.438477
	Iteration 13Q: 3 clusters Score -1155365 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1155440.375000 Penalty: 4485.438477
	Iteration 14Q: 3 clusters Score -1155440 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1155504.125000 Penalty: 4485.438477
	Iteration 15Q: 3 clusters Score -1155504 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1155569.000000 Penalty: 4485.438477
	Iteration 16Q: 3 clusters Score -1155569 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1155640.375000 Penalty: 4485.438477
	Iteration 17Q: 3 clusters Score -1155640 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1155715.125000 Penalty: 4485.438477
	Iteration 18Q: 3 clusters Score -1155715 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1155785.500000 Penalty: 4485.438477
	Iteration 19Q: 3 clusters Score -1155786 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1155846.500000 Penalty: 4485.438477
	Iteration 20F: 3 clusters Score -1155846 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1155907.000000 Penalty: 4485.438477
	Iteration 21Q: 3 clusters Score -1155907 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1155960.875000 Penalty: 4485.438477
	Iteration 22Q: 3 clusters Score -1155961 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1156010.875000 Penalty: 4485.438477
	Iteration 23Q: 3 clusters Score -1156011 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1156053.500000 Penalty: 4485.438477
	Iteration 24Q: 3 clusters Score -1156054 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1156107.750000 Penalty: 4485.438477
	Iteration 25Q: 3 clusters Score -1156108 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1156164.125000 Penalty: 4485.438477
	Iteration 26Q: 3 clusters Score -1156164 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1156218.375000 Penalty: 4485.438477
	Iteration 27Q: 3 clusters Score -1156218 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1156266.875000 Penalty: 4485.438477
	Iteration 28Q: 3 clusters Score -1156267 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1156300.625000 Penalty: 4485.438477
	Iteration 29Q: 3 clusters Score -1156301 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1156337.250000 Penalty: 4485.438477
	Iteration 30Q: 3 clusters Score -1156337 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1156363.625000 Penalty: 4485.438477
	Iteration 31Q: 3 clusters Score -1156364 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1156391.125000 Penalty: 4485.438477
	Iteration 32Q: 3 clusters Score -1156391 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1156410.875000 Penalty: 4485.438477
	Iteration 33Q: 3 clusters Score -1156411 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1156426.000000 Penalty: 4485.438477
	Iteration 34Q: 3 clusters Score -1156426 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1156443.500000 Penalty: 4485.438477
	Iteration 35Q: 3 clusters Score -1156444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1156462.875000 Penalty: 4485.438477
	Iteration 36Q: 3 clusters Score -1156463 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1156476.750000 Penalty: 4485.438477
	Iteration 37Q: 3 clusters Score -1156477 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1156495.750000 Penalty: 4485.438477
	Iteration 38Q: 3 clusters Score -1156496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1156509.500000 Penalty: 4485.438477
	Iteration 39Q: 3 clusters Score -1156510 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1156530.750000 Penalty: 4485.438477
	Iteration 40F: 3 clusters Score -1156531 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1156552.875000 Penalty: 4485.438477
	Iteration 41Q: 3 clusters Score -1156553 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1156576.000000 Penalty: 4485.438477
	Iteration 42Q: 3 clusters Score -1156576 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1156598.875000 Penalty: 4485.438477
	Iteration 43Q: 3 clusters Score -1156599 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1156621.375000 Penalty: 4485.438477
	Iteration 44Q: 3 clusters Score -1156621 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1156632.750000 Penalty: 4485.438477
	Iteration 45Q: 3 clusters Score -1156633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1156646.500000 Penalty: 4485.438477
	Iteration 46Q: 3 clusters Score -1156646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1156660.625000 Penalty: 4485.438477
	Iteration 47Q: 3 clusters Score -1156661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1156670.625000 Penalty: 4485.438477
	Iteration 48Q: 3 clusters Score -1156671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1156679.625000 Penalty: 4485.438477
	Iteration 49Q: 3 clusters Score -1156680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1156691.625000 Penalty: 4485.438477
	Iteration 50Q: 3 clusters Score -1156692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1156702.250000 Penalty: 4485.438477
	Iteration 51Q: 3 clusters Score -1156702 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1156716.000000 Penalty: 4485.438477
	Iteration 52Q: 3 clusters Score -1156716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1156729.875000 Penalty: 4485.438477
	Iteration 53Q: 3 clusters Score -1156730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1156738.750000 Penalty: 4485.438477
	Iteration 54Q: 3 clusters Score -1156739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1156744.125000 Penalty: 4485.438477
	Iteration 55Q: 3 clusters Score -1156744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1156748.750000 Penalty: 4485.438477
	Iteration 56Q: 3 clusters Score -1156749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1156754.125000 Penalty: 4485.438477
	Iteration 57Q: 3 clusters Score -1156754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1156759.125000 Penalty: 4485.438477
	Iteration 58Q: 3 clusters Score -1156759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1156765.125000 Penalty: 4485.438477
	Iteration 59Q: 3 clusters Score -1156765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1156771.750000 Penalty: 4485.438477
	Iteration 60F: 3 clusters Score -1156772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1156775.875000 Penalty: 4485.438477
	Iteration 61Q: 3 clusters Score -1156776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1156775.500000 Penalty: 4485.438477
	Iteration 62Q: 3 clusters Score -1156776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1156780.625000 Penalty: 4485.438477
	Iteration 63Q: 3 clusters Score -1156781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1156783.375000 Penalty: 4485.438477
	Iteration 64Q: 3 clusters Score -1156783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1156786.875000 Penalty: 4485.438477
	Iteration 65Q: 3 clusters Score -1156787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1156785.625000 Penalty: 4485.438477
	Iteration 66Q: 3 clusters Score -1156786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1156790.250000 Penalty: 4485.438477
	Iteration 67Q: 3 clusters Score -1156790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1156791.000000 Penalty: 4485.438477
	Iteration 68Q: 3 clusters Score -1156791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1156789.875000 Penalty: 4485.438477
	Iteration 69Q: 3 clusters Score -1156790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1156794.000000 Penalty: 4485.438477
	Iteration 70Q: 3 clusters Score -1156794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1156795.875000 Penalty: 4485.438477
	Iteration 71Q: 3 clusters Score -1156796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1156797.000000 Penalty: 4485.438477
	Iteration 72Q: 3 clusters Score -1156797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1156800.625000 Penalty: 4485.438477
	Iteration 73Q: 3 clusters Score -1156801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1156801.250000 Penalty: 4485.438477
	Iteration 74Q: 3 clusters Score -1156801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1156804.875000 Penalty: 4485.438477
	Iteration 75Q: 3 clusters Score -1156805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1156806.250000 Penalty: 4485.438477
	Iteration 76Q: 3 clusters Score -1156806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1156810.000000 Penalty: 4485.438477
	Iteration 77Q: 3 clusters Score -1156810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1156810.750000 Penalty: 4485.438477
	Iteration 78Q: 3 clusters Score -1156811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1156813.375000 Penalty: 4485.438477
	Iteration 79Q: 3 clusters Score -1156813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1156821.750000 Penalty: 4485.438477
	Iteration 80F: 3 clusters Score -1156822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1156829.875000 Penalty: 4485.438477
	Iteration 81Q: 3 clusters Score -1156830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1156835.625000 Penalty: 4485.438477
	Iteration 82Q: 3 clusters Score -1156836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1156839.500000 Penalty: 4485.438477
	Iteration 83Q: 3 clusters Score -1156840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1156849.000000 Penalty: 4485.438477
	Iteration 84Q: 3 clusters Score -1156849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1156856.250000 Penalty: 4485.438477
	Iteration 85Q: 3 clusters Score -1156856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1156860.375000 Penalty: 4485.438477
	Iteration 86Q: 3 clusters Score -1156860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1156864.000000 Penalty: 4485.438477
	Iteration 87Q: 3 clusters Score -1156864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1156866.500000 Penalty: 4485.438477
	Iteration 88Q: 3 clusters Score -1156866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1156872.750000 Penalty: 4485.438477
	Iteration 89Q: 3 clusters Score -1156873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1156875.875000 Penalty: 4485.438477
	Iteration 90Q: 3 clusters Score -1156876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1156882.875000 Penalty: 4485.438477
	Iteration 91Q: 3 clusters Score -1156883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1156886.625000 Penalty: 4485.438477
	Iteration 92Q: 3 clusters Score -1156887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1156895.375000 Penalty: 4485.438477
	Iteration 93Q: 3 clusters Score -1156895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1156900.000000 Penalty: 4485.438477
	Iteration 94Q: 3 clusters Score -1156900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1156909.125000 Penalty: 4485.438477
	Iteration 95Q: 3 clusters Score -1156909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1156913.875000 Penalty: 4485.438477
	Iteration 96Q: 3 clusters Score -1156914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1156920.000000 Penalty: 4485.438477
	Iteration 97Q: 3 clusters Score -1156920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1156923.125000 Penalty: 4485.438477
	Iteration 98Q: 3 clusters Score -1156923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1156925.250000 Penalty: 4485.438477
	Iteration 99Q: 3 clusters Score -1156925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1156928.500000 Penalty: 4485.438477
	Iteration 100F: 3 clusters Score -1156928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1156929.000000 Penalty: 4485.438477
	Iteration 101Q: 3 clusters Score -1156929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1156932.500000 Penalty: 4485.438477
	Iteration 102Q: 3 clusters Score -1156932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1156932.000000 Penalty: 4485.438477
	Iteration 103Q: 3 clusters Score -1156932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1156931.625000 Penalty: 4485.438477
	Iteration 104Q: 3 clusters Score -1156932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1156931.625000 Penalty: 4485.438477
	Iteration 105F: 3 clusters Score -1156932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176589 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51795 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10408 members 
Mstep: Class 11 contains 48689 members 
Mstep: Class 13 contains 158320 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7162 members 
Mstep: Class 17 contains 154791 members 
Mstep: Class 18 contains 39985 members 
Mstep: Class 20 contains 177091 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103120.000000 Penalty: 57601.605469
Iteration 199Q: 18 clusters Score -1.161031e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176589 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51795 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10407 members 
Mstep: Class 11 contains 48689 members 
Mstep: Class 13 contains 158324 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7162 members 
Mstep: Class 17 contains 154790 members 
Mstep: Class 18 contains 39985 members 
Mstep: Class 20 contains 177091 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103080.000000 Penalty: 57601.605469
Iteration 200F: 18 clusters Score -1.161031e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176590 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51795 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10407 members 
Mstep: Class 11 contains 48689 members 
Mstep: Class 13 contains 158324 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7162 members 
Mstep: Class 17 contains 154789 members 
Mstep: Class 18 contains 39985 members 
Mstep: Class 20 contains 177091 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103088.000000 Penalty: 57601.605469
Iteration 201Q: 18 clusters Score -1.161031e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176591 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51795 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10407 members 
Mstep: Class 11 contains 48689 members 
Mstep: Class 13 contains 158324 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7162 members 
Mstep: Class 17 contains 154788 members 
Mstep: Class 18 contains 39985 members 
Mstep: Class 20 contains 177091 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103080.000000 Penalty: 57601.605469
Iteration 202Q: 18 clusters Score -1.161031e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176591 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51795 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10407 members 
Mstep: Class 11 contains 48689 members 
Mstep: Class 13 contains 158324 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7162 members 
Mstep: Class 17 contains 154789 members 
Mstep: Class 18 contains 39985 members 
Mstep: Class 20 contains 177090 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103080.000000 Penalty: 57601.605469
Iteration 203Q: 18 clusters Score -1.161031e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176591 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51795 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10407 members 
Mstep: Class 11 contains 48688 members 
Mstep: Class 13 contains 158324 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7162 members 
Mstep: Class 17 contains 154787 members 
Mstep: Class 18 contains 39985 members 
Mstep: Class 20 contains 177093 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103064.000000 Penalty: 57601.605469
Iteration 204Q: 18 clusters Score -1.161031e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176592 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51795 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10407 members 
Mstep: Class 11 contains 48688 members 
Mstep: Class 13 contains 158324 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7162 members 
Mstep: Class 17 contains 154786 members 
Mstep: Class 18 contains 39985 members 
Mstep: Class 20 contains 177093 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103064.000000 Penalty: 57601.605469
Iteration 205Q: 18 clusters Score -1.161031e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176592 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51795 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10407 members 
Mstep: Class 11 contains 48688 members 
Mstep: Class 13 contains 158324 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 7162 members 
Mstep: Class 17 contains 154786 members 
Mstep: Class 18 contains 39985 members 
Mstep: Class 20 contains 177093 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116103064.000000 Penalty: 57601.605469
Iteration 206F: 18 clusters Score -1.161031e+08 nChanged 0
Entering ConstructFrom: 
Score: -116103064.000000 Penalty: 57601.605469
Entering ConstructFrom: 
Trying to split cluster 1 (176592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176592 members 
Entering Unmasked Estep 
Score: -24305592.000000 Penalty: 2996.236084
	Iteration 0F: 2 clusters Score -2.430559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88354 members 
Mstep: Class 2 contains 88238 members 
Entering Unmasked Estep 
Score: -24189892.000000 Penalty: 5992.472168
	Iteration 0F: 3 clusters Score -2.418989e+07 nChanged 84677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90609 members 
Mstep: Class 2 contains 85983 members 
Entering Unmasked Estep 
Score: -24239814.000000 Penalty: 5992.472168
	Iteration 1F: 3 clusters Score -2.423981e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91826 members 
Mstep: Class 2 contains 84766 members 
Entering Unmasked Estep 
Score: -24241088.000000 Penalty: 5992.472168
	Iteration 2Q: 3 clusters Score -2.424109e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93571 members 
Mstep: Class 2 contains 83021 members 
Entering Unmasked Estep 
Score: -24242638.000000 Penalty: 5992.472168
	Iteration 3Q: 3 clusters Score -2.424264e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96186 members 
Mstep: Class 2 contains 80406 members 
Entering Unmasked Estep 
Score: -24245130.000000 Penalty: 5992.472168
	Iteration 4Q: 3 clusters Score -2.424513e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99767 members 
Mstep: Class 2 contains 76825 members 
Entering Unmasked Estep 
Score: -24249254.000000 Penalty: 5992.472168
	Iteration 5Q: 3 clusters Score -2.424925e+07 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104437 members 
Mstep: Class 2 contains 72155 members 
Entering Unmasked Estep 
Score: -24255696.000000 Penalty: 5992.472168
	Iteration 6F: 3 clusters Score -2.42557e+07 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109533 members 
Mstep: Class 2 contains 67059 members 
Entering Unmasked Estep 
Score: -24264260.000000 Penalty: 5992.472168
	Iteration 7F: 3 clusters Score -2.426426e+07 nChanged 11613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114156 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -24273640.000000 Penalty: 5992.472168
	Iteration 8F: 3 clusters Score -2.427364e+07 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117638 members 
Mstep: Class 2 contains 58954 members 
Entering Unmasked Estep 
Score: -24279662.000000 Penalty: 5992.472168
	Iteration 9F: 3 clusters Score -2.427966e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120253 members 
Mstep: Class 2 contains 56339 members 
Entering Unmasked Estep 
Score: -24282398.000000 Penalty: 5992.472168
	Iteration 10Q: 3 clusters Score -2.42824e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122746 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -24283650.000000 Penalty: 5992.472168
	Iteration 11Q: 3 clusters Score -2.428365e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125263 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -24284760.000000 Penalty: 5992.472168
	Iteration 12Q: 3 clusters Score -2.428476e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127896 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -24285650.000000 Penalty: 5992.472168
	Iteration 13Q: 3 clusters Score -2.428565e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130597 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -24286696.000000 Penalty: 5992.472168
	Iteration 14Q: 3 clusters Score -2.42867e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133360 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -24287546.000000 Penalty: 5992.472168
	Iteration 15Q: 3 clusters Score -2.428755e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136139 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -24288552.000000 Penalty: 5992.472168
	Iteration 16Q: 3 clusters Score -2.428855e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139068 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -24289494.000000 Penalty: 5992.472168
	Iteration 17Q: 3 clusters Score -2.428949e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142035 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -24290428.000000 Penalty: 5992.472168
	Iteration 18Q: 3 clusters Score -2.429043e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145118 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -24291512.000000 Penalty: 5992.472168
	Iteration 19Q: 3 clusters Score -2.429151e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148057 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -24292538.000000 Penalty: 5992.472168
	Iteration 20F: 3 clusters Score -2.429254e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151015 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -24293688.000000 Penalty: 5992.472168
	Iteration 21Q: 3 clusters Score -2.429369e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153846 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -24294854.000000 Penalty: 5992.472168
	Iteration 22Q: 3 clusters Score -2.429485e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156553 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -24296018.000000 Penalty: 5992.472168
	Iteration 23Q: 3 clusters Score -2.429602e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159062 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -24297128.000000 Penalty: 5992.472168
	Iteration 24Q: 3 clusters Score -2.429713e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161403 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -24298142.000000 Penalty: 5992.472168
	Iteration 25Q: 3 clusters Score -2.429814e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163468 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -24299188.000000 Penalty: 5992.472168
	Iteration 26Q: 3 clusters Score -2.429919e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165285 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -24299944.000000 Penalty: 5992.472168
	Iteration 27Q: 3 clusters Score -2.429994e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166868 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -24300808.000000 Penalty: 5992.472168
	Iteration 28Q: 3 clusters Score -2.430081e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168218 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -24301520.000000 Penalty: 5992.472168
	Iteration 29Q: 3 clusters Score -2.430152e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169311 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -24301974.000000 Penalty: 5992.472168
	Iteration 30Q: 3 clusters Score -2.430197e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170257 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -24302288.000000 Penalty: 5992.472168
	Iteration 31Q: 3 clusters Score -2.430229e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171027 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -24302596.000000 Penalty: 5992.472168
	Iteration 32Q: 3 clusters Score -2.43026e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171618 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -24302950.000000 Penalty: 5992.472168
	Iteration 33Q: 3 clusters Score -2.430295e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172120 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -24303076.000000 Penalty: 5992.472168
	Iteration 34Q: 3 clusters Score -2.430308e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172543 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -24303290.000000 Penalty: 5992.472168
	Iteration 35Q: 3 clusters Score -2.430329e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172882 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -24303324.000000 Penalty: 5992.472168
	Iteration 36Q: 3 clusters Score -2.430332e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173168 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -24303432.000000 Penalty: 5992.472168
	Iteration 37Q: 3 clusters Score -2.430343e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173420 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -24303516.000000 Penalty: 5992.472168
	Iteration 38Q: 3 clusters Score -2.430352e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173639 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -24303648.000000 Penalty: 5992.472168
	Iteration 39Q: 3 clusters Score -2.430365e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173822 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -24303640.000000 Penalty: 5992.472168
	Iteration 40F: 3 clusters Score -2.430364e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173964 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -24303676.000000 Penalty: 5992.472168
	Iteration 41Q: 3 clusters Score -2.430368e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174069 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -24303754.000000 Penalty: 5992.472168
	Iteration 42Q: 3 clusters Score -2.430375e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174162 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -24303742.000000 Penalty: 5992.472168
	Iteration 43Q: 3 clusters Score -2.430374e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174226 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -24303766.000000 Penalty: 5992.472168
	Iteration 44Q: 3 clusters Score -2.430377e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174278 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -24303788.000000 Penalty: 5992.472168
	Iteration 45Q: 3 clusters Score -2.430379e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174326 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -24303748.000000 Penalty: 5992.472168
	Iteration 46Q: 3 clusters Score -2.430375e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174366 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -24303750.000000 Penalty: 5992.472168
	Iteration 47Q: 3 clusters Score -2.430375e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174405 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -24303790.000000 Penalty: 5992.472168
	Iteration 48Q: 3 clusters Score -2.430379e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174440 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -24303836.000000 Penalty: 5992.472168
	Iteration 49Q: 3 clusters Score -2.430384e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174475 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -24303834.000000 Penalty: 5992.472168
	Iteration 50Q: 3 clusters Score -2.430383e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174500 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -24303876.000000 Penalty: 5992.472168
	Iteration 51Q: 3 clusters Score -2.430388e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174517 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -24303884.000000 Penalty: 5992.472168
	Iteration 52Q: 3 clusters Score -2.430388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174529 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -24303878.000000 Penalty: 5992.472168
	Iteration 53Q: 3 clusters Score -2.430388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174537 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -24303880.000000 Penalty: 5992.472168
	Iteration 54Q: 3 clusters Score -2.430388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174538 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -24303880.000000 Penalty: 5992.472168
	Iteration 55Q: 3 clusters Score -2.430388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174542 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -24303884.000000 Penalty: 5992.472168
	Iteration 56Q: 3 clusters Score -2.430388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174546 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -24303878.000000 Penalty: 5992.472168
	Iteration 57Q: 3 clusters Score -2.430388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174548 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -24303880.000000 Penalty: 5992.472168
	Iteration 58Q: 3 clusters Score -2.430388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174548 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -24303880.000000 Penalty: 5992.472168
	Iteration 59F: 3 clusters Score -2.430388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Entering Unmasked Estep 
Score: -545420.312500 Penalty: 2063.410889
	Iteration 0F: 2 clusters Score -545420.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -541480.500000 Penalty: 4126.821777
	Iteration 0F: 3 clusters Score -541480.5 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -542342.250000 Penalty: 4126.821777
	Iteration 1F: 3 clusters Score -542342.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -542528.000000 Penalty: 4126.821777
	Iteration 2F: 3 clusters Score -542528 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -542625.625000 Penalty: 4126.821777
	Iteration 3Q: 3 clusters Score -542625.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -542699.625000 Penalty: 4126.821777
	Iteration 4Q: 3 clusters Score -542699.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -542750.125000 Penalty: 4126.821777
	Iteration 5Q: 3 clusters Score -542750.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -542787.312500 Penalty: 4126.821777
	Iteration 6Q: 3 clusters Score -542787.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -542816.500000 Penalty: 4126.821777
	Iteration 7Q: 3 clusters Score -542816.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -542842.375000 Penalty: 4126.821777
	Iteration 8Q: 3 clusters Score -542842.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -542855.625000 Penalty: 4126.821777
	Iteration 9Q: 3 clusters Score -542855.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -542866.375000 Penalty: 4126.821777
	Iteration 10Q: 3 clusters Score -542866.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -542872.500000 Penalty: 4126.821777
	Iteration 11Q: 3 clusters Score -542872.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -542878.125000 Penalty: 4126.821777
	Iteration 12Q: 3 clusters Score -542878.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -542887.812500 Penalty: 4126.821777
	Iteration 13Q: 3 clusters Score -542887.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -542896.562500 Penalty: 4126.821777
	Iteration 14Q: 3 clusters Score -542896.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -542908.937500 Penalty: 4126.821777
	Iteration 15Q: 3 clusters Score -542908.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -542920.562500 Penalty: 4126.821777
	Iteration 16Q: 3 clusters Score -542920.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -542929.937500 Penalty: 4126.821777
	Iteration 17Q: 3 clusters Score -542929.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -542935.375000 Penalty: 4126.821777
	Iteration 18Q: 3 clusters Score -542935.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -542940.312500 Penalty: 4126.821777
	Iteration 19Q: 3 clusters Score -542940.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -542944.375000 Penalty: 4126.821777
	Iteration 20F: 3 clusters Score -542944.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -542951.250000 Penalty: 4126.821777
	Iteration 21Q: 3 clusters Score -542951.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -542956.187500 Penalty: 4126.821777
	Iteration 22Q: 3 clusters Score -542956.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -542961.562500 Penalty: 4126.821777
	Iteration 23Q: 3 clusters Score -542961.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -542964.500000 Penalty: 4126.821777
	Iteration 24Q: 3 clusters Score -542964.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -542967.062500 Penalty: 4126.821777
	Iteration 25Q: 3 clusters Score -542967.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -542968.625000 Penalty: 4126.821777
	Iteration 26Q: 3 clusters Score -542968.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -542971.250000 Penalty: 4126.821777
	Iteration 27Q: 3 clusters Score -542971.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -542971.625000 Penalty: 4126.821777
	Iteration 28Q: 3 clusters Score -542971.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -542972.312500 Penalty: 4126.821777
	Iteration 29Q: 3 clusters Score -542972.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -542971.875000 Penalty: 4126.821777
	Iteration 30Q: 3 clusters Score -542971.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -542973.500000 Penalty: 4126.821777
	Iteration 31Q: 3 clusters Score -542973.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -542973.500000 Penalty: 4126.821777
	Iteration 32F: 3 clusters Score -542973.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Entering Unmasked Estep 
Score: -579215.250000 Penalty: 2080.053467
	Iteration 0F: 2 clusters Score -579215.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -575107.625000 Penalty: 4160.106934
	Iteration 0F: 3 clusters Score -575107.6 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -576162.062500 Penalty: 4160.106934
	Iteration 1F: 3 clusters Score -576162.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -576460.187500 Penalty: 4160.106934
	Iteration 2F: 3 clusters Score -576460.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -576706.250000 Penalty: 4160.106934
	Iteration 3F: 3 clusters Score -576706.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -576934.812500 Penalty: 4160.106934
	Iteration 4F: 3 clusters Score -576934.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -577096.750000 Penalty: 4160.106934
	Iteration 5Q: 3 clusters Score -577096.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -577246.000000 Penalty: 4160.106934
	Iteration 6Q: 3 clusters Score -577246 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -577355.875000 Penalty: 4160.106934
	Iteration 7Q: 3 clusters Score -577355.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -577443.687500 Penalty: 4160.106934
	Iteration 8Q: 3 clusters Score -577443.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -577530.875000 Penalty: 4160.106934
	Iteration 9Q: 3 clusters Score -577530.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -577599.625000 Penalty: 4160.106934
	Iteration 10Q: 3 clusters Score -577599.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -577668.937500 Penalty: 4160.106934
	Iteration 11Q: 3 clusters Score -577668.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -577721.125000 Penalty: 4160.106934
	Iteration 12Q: 3 clusters Score -577721.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -577757.437500 Penalty: 4160.106934
	Iteration 13Q: 3 clusters Score -577757.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -577784.812500 Penalty: 4160.106934
	Iteration 14Q: 3 clusters Score -577784.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -577803.187500 Penalty: 4160.106934
	Iteration 15Q: 3 clusters Score -577803.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -577816.562500 Penalty: 4160.106934
	Iteration 16Q: 3 clusters Score -577816.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -577825.250000 Penalty: 4160.106934
	Iteration 17Q: 3 clusters Score -577825.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -577834.937500 Penalty: 4160.106934
	Iteration 18Q: 3 clusters Score -577834.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -577844.250000 Penalty: 4160.106934
	Iteration 19Q: 3 clusters Score -577844.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -577855.687500 Penalty: 4160.106934
	Iteration 20F: 3 clusters Score -577855.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -577859.125000 Penalty: 4160.106934
	Iteration 21Q: 3 clusters Score -577859.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -577860.125000 Penalty: 4160.106934
	Iteration 22Q: 3 clusters Score -577860.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -577862.687500 Penalty: 4160.106934
	Iteration 23Q: 3 clusters Score -577862.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -577864.875000 Penalty: 4160.106934
	Iteration 24Q: 3 clusters Score -577864.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -577867.500000 Penalty: 4160.106934
	Iteration 25Q: 3 clusters Score -577867.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -577868.437500 Penalty: 4160.106934
	Iteration 26Q: 3 clusters Score -577868.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -577870.250000 Penalty: 4160.106934
	Iteration 27Q: 3 clusters Score -577870.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -577872.812500 Penalty: 4160.106934
	Iteration 28Q: 3 clusters Score -577872.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -577874.312500 Penalty: 4160.106934
	Iteration 29Q: 3 clusters Score -577874.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -577874.125000 Penalty: 4160.106934
	Iteration 30Q: 3 clusters Score -577874.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -577874.125000 Penalty: 4160.106934
	Iteration 31F: 3 clusters Score -577874.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Entering Unmasked Estep 
Score: -7210529.500000 Penalty: 2692.052246
	Iteration 0F: 2 clusters Score -7210530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -7175809.000000 Penalty: 5384.104492
	Iteration 0F: 3 clusters Score -7175809 nChanged 23792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -7188935.000000 Penalty: 5384.104492
	Iteration 1F: 3 clusters Score -7188935 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -7189593.500000 Penalty: 5384.104492
	Iteration 2Q: 3 clusters Score -7189594 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -7190284.500000 Penalty: 5384.104492
	Iteration 3Q: 3 clusters Score -7190284 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -7191150.500000 Penalty: 5384.104492
	Iteration 4Q: 3 clusters Score -7191150 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -7192308.500000 Penalty: 5384.104492
	Iteration 5Q: 3 clusters Score -7192308 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -7194098.000000 Penalty: 5384.104492
	Iteration 6F: 3 clusters Score -7194098 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -7197012.500000 Penalty: 5384.104492
	Iteration 7F: 3 clusters Score -7197012 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -7200764.500000 Penalty: 5384.104492
	Iteration 8F: 3 clusters Score -7200764 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -7204303.000000 Penalty: 5384.104492
	Iteration 9F: 3 clusters Score -7204303 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -7206575.500000 Penalty: 5384.104492
	Iteration 10Q: 3 clusters Score -7206576 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7207556.500000 Penalty: 5384.104492
	Iteration 11Q: 3 clusters Score -7207556 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7207893.000000 Penalty: 5384.104492
	Iteration 12Q: 3 clusters Score -7207893 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7208038.500000 Penalty: 5384.104492
	Iteration 13Q: 3 clusters Score -7208038 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51532 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7208112.000000 Penalty: 5384.104492
	Iteration 14Q: 3 clusters Score -7208112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7208165.000000 Penalty: 5384.104492
	Iteration 15Q: 3 clusters Score -7208165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51565 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7208195.000000 Penalty: 5384.104492
	Iteration 16Q: 3 clusters Score -7208195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7208208.000000 Penalty: 5384.104492
	Iteration 17Q: 3 clusters Score -7208208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7208204.000000 Penalty: 5384.104492
	Iteration 18Q: 3 clusters Score -7208204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7208211.000000 Penalty: 5384.104492
	Iteration 19Q: 3 clusters Score -7208211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7208213.500000 Penalty: 5384.104492
	Iteration 20F: 3 clusters Score -7208214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -56364.472656 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -56364.47 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 235 members 
Entering Unmasked Estep 
Score: -55014.203125 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -55014.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55224.585938 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -55224.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -55317.011719 Penalty: 3057.004150
	Iteration 2F: 3 clusters Score -55317.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55371.203125 Penalty: 3057.004150
	Iteration 3Q: 3 clusters Score -55371.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55411.914062 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -55411.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -55438.441406 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -55438.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55468.105469 Penalty: 3057.004150
	Iteration 6Q: 3 clusters Score -55468.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55487.992188 Penalty: 3057.004150
	Iteration 7Q: 3 clusters Score -55487.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -55508.871094 Penalty: 3057.004150
	Iteration 8Q: 3 clusters Score -55508.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55528.738281 Penalty: 3057.004150
	Iteration 9Q: 3 clusters Score -55528.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55559.375000 Penalty: 3057.004150
	Iteration 10Q: 3 clusters Score -55559.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -55585.687500 Penalty: 3057.004150
	Iteration 11Q: 3 clusters Score -55585.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55645.855469 Penalty: 3057.004150
	Iteration 12Q: 3 clusters Score -55645.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -55672.816406 Penalty: 3057.004150
	Iteration 13Q: 3 clusters Score -55672.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -55693.187500 Penalty: 3057.004150
	Iteration 14Q: 3 clusters Score -55693.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -55709.378906 Penalty: 3057.004150
	Iteration 15Q: 3 clusters Score -55709.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -55714.167969 Penalty: 3057.004150
	Iteration 16Q: 3 clusters Score -55714.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -55721.210938 Penalty: 3057.004150
	Iteration 17Q: 3 clusters Score -55721.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -55722.960938 Penalty: 3057.004150
	Iteration 18Q: 3 clusters Score -55722.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55723.820312 Penalty: 3057.004150
	Iteration 19Q: 3 clusters Score -55723.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55723.820312 Penalty: 3057.004150
	Iteration 20F: 3 clusters Score -55723.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -50423.894531 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -50423.89 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 191 members 
Entering Unmasked Estep 
Score: -48982.031250 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -48982.03 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49169.097656 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -49169.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49252.855469 Penalty: 3005.324951
	Iteration 2F: 3 clusters Score -49252.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49340.812500 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -49340.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49366.820312 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -49366.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49388.503906 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -49388.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49411.097656 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -49411.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49424.585938 Penalty: 3005.324951
	Iteration 7Q: 3 clusters Score -49424.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49430.863281 Penalty: 3005.324951
	Iteration 8Q: 3 clusters Score -49430.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49432.195312 Penalty: 3005.324951
	Iteration 9Q: 3 clusters Score -49432.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49432.195312 Penalty: 3005.324951
	Iteration 10F: 3 clusters Score -49432.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Entering Unmasked Estep 
Score: -1449399.000000 Penalty: 2294.057861
	Iteration 0F: 2 clusters Score -1449399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1441453.125000 Penalty: 4588.115723
	Iteration 0F: 3 clusters Score -1441453 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1443709.125000 Penalty: 4588.115723
	Iteration 1F: 3 clusters Score -1443709 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1444009.250000 Penalty: 4588.115723
	Iteration 2F: 3 clusters Score -1444009 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1444272.125000 Penalty: 4588.115723
	Iteration 3Q: 3 clusters Score -1444272 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1444523.250000 Penalty: 4588.115723
	Iteration 4Q: 3 clusters Score -1444523 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1444731.125000 Penalty: 4588.115723
	Iteration 5Q: 3 clusters Score -1444731 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1444920.625000 Penalty: 4588.115723
	Iteration 6Q: 3 clusters Score -1444921 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1445079.250000 Penalty: 4588.115723
	Iteration 7Q: 3 clusters Score -1445079 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1445253.125000 Penalty: 4588.115723
	Iteration 8Q: 3 clusters Score -1445253 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1445455.375000 Penalty: 4588.115723
	Iteration 9Q: 3 clusters Score -1445455 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1445651.500000 Penalty: 4588.115723
	Iteration 10Q: 3 clusters Score -1445652 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1445881.125000 Penalty: 4588.115723
	Iteration 11Q: 3 clusters Score -1445881 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1446079.125000 Penalty: 4588.115723
	Iteration 12Q: 3 clusters Score -1446079 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1446274.125000 Penalty: 4588.115723
	Iteration 13Q: 3 clusters Score -1446274 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1446484.500000 Penalty: 4588.115723
	Iteration 14Q: 3 clusters Score -1446484 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1446652.750000 Penalty: 4588.115723
	Iteration 15Q: 3 clusters Score -1446653 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1446800.875000 Penalty: 4588.115723
	Iteration 16Q: 3 clusters Score -1446801 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1446896.875000 Penalty: 4588.115723
	Iteration 17Q: 3 clusters Score -1446897 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1446991.000000 Penalty: 4588.115723
	Iteration 18Q: 3 clusters Score -1446991 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1447074.125000 Penalty: 4588.115723
	Iteration 19Q: 3 clusters Score -1447074 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1447137.000000 Penalty: 4588.115723
	Iteration 20F: 3 clusters Score -1447137 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1447191.625000 Penalty: 4588.115723
	Iteration 21Q: 3 clusters Score -1447192 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1447225.125000 Penalty: 4588.115723
	Iteration 22Q: 3 clusters Score -1447225 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1447259.000000 Penalty: 4588.115723
	Iteration 23Q: 3 clusters Score -1447259 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1447277.250000 Penalty: 4588.115723
	Iteration 24Q: 3 clusters Score -1447277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1447292.500000 Penalty: 4588.115723
	Iteration 25Q: 3 clusters Score -1447292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1447308.250000 Penalty: 4588.115723
	Iteration 26Q: 3 clusters Score -1447308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1447328.500000 Penalty: 4588.115723
	Iteration 27Q: 3 clusters Score -1447328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1447344.875000 Penalty: 4588.115723
	Iteration 28Q: 3 clusters Score -1447345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1447353.875000 Penalty: 4588.115723
	Iteration 29Q: 3 clusters Score -1447354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1447361.125000 Penalty: 4588.115723
	Iteration 30Q: 3 clusters Score -1447361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1447371.250000 Penalty: 4588.115723
	Iteration 31Q: 3 clusters Score -1447371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1447387.250000 Penalty: 4588.115723
	Iteration 32Q: 3 clusters Score -1447387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1447393.125000 Penalty: 4588.115723
	Iteration 33Q: 3 clusters Score -1447393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1447396.125000 Penalty: 4588.115723
	Iteration 34Q: 3 clusters Score -1447396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1447400.500000 Penalty: 4588.115723
	Iteration 35Q: 3 clusters Score -1447400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1447406.125000 Penalty: 4588.115723
	Iteration 36Q: 3 clusters Score -1447406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1447411.875000 Penalty: 4588.115723
	Iteration 37Q: 3 clusters Score -1447412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1447413.375000 Penalty: 4588.115723
	Iteration 38Q: 3 clusters Score -1447413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1447417.000000 Penalty: 4588.115723
	Iteration 39Q: 3 clusters Score -1447417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1447417.000000 Penalty: 4588.115723
	Iteration 40F: 3 clusters Score -1447417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Entering Unmasked Estep 
Score: -6545745.500000 Penalty: 2676.710693
	Iteration 0F: 2 clusters Score -6545746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -6512847.000000 Penalty: 5353.421387
	Iteration 0F: 3 clusters Score -6512847 nChanged 22541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -6525290.500000 Penalty: 5353.421387
	Iteration 1F: 3 clusters Score -6525290 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -6525855.500000 Penalty: 5353.421387
	Iteration 2Q: 3 clusters Score -6525856 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -6526545.000000 Penalty: 5353.421387
	Iteration 3Q: 3 clusters Score -6526545 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -6527339.500000 Penalty: 5353.421387
	Iteration 4Q: 3 clusters Score -6527340 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -6528468.000000 Penalty: 5353.421387
	Iteration 5Q: 3 clusters Score -6528468 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -6529913.000000 Penalty: 5353.421387
	Iteration 6F: 3 clusters Score -6529913 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -6531715.000000 Penalty: 5353.421387
	Iteration 7F: 3 clusters Score -6531715 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -6533703.000000 Penalty: 5353.421387
	Iteration 8F: 3 clusters Score -6533703 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -6535422.500000 Penalty: 5353.421387
	Iteration 9F: 3 clusters Score -6535422 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -6536668.000000 Penalty: 5353.421387
	Iteration 10Q: 3 clusters Score -6536668 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -6537377.000000 Penalty: 5353.421387
	Iteration 11Q: 3 clusters Score -6537377 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -6537815.500000 Penalty: 5353.421387
	Iteration 12Q: 3 clusters Score -6537816 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -6538082.000000 Penalty: 5353.421387
	Iteration 13Q: 3 clusters Score -6538082 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -6538190.500000 Penalty: 5353.421387
	Iteration 14Q: 3 clusters Score -6538190 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -6538305.500000 Penalty: 5353.421387
	Iteration 15Q: 3 clusters Score -6538306 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -6538421.000000 Penalty: 5353.421387
	Iteration 16Q: 3 clusters Score -6538421 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -6538518.000000 Penalty: 5353.421387
	Iteration 17Q: 3 clusters Score -6538518 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -6538646.500000 Penalty: 5353.421387
	Iteration 18Q: 3 clusters Score -6538646 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -6538762.500000 Penalty: 5353.421387
	Iteration 19Q: 3 clusters Score -6538762 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -6538856.500000 Penalty: 5353.421387
	Iteration 20F: 3 clusters Score -6538856 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -6538929.500000 Penalty: 5353.421387
	Iteration 21Q: 3 clusters Score -6538930 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -6539016.000000 Penalty: 5353.421387
	Iteration 22Q: 3 clusters Score -6539016 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -6539116.000000 Penalty: 5353.421387
	Iteration 23Q: 3 clusters Score -6539116 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -6539234.500000 Penalty: 5353.421387
	Iteration 24Q: 3 clusters Score -6539234 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -6539349.500000 Penalty: 5353.421387
	Iteration 25Q: 3 clusters Score -6539350 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -6539468.000000 Penalty: 5353.421387
	Iteration 26Q: 3 clusters Score -6539468 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -6539622.500000 Penalty: 5353.421387
	Iteration 27Q: 3 clusters Score -6539622 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -6539802.000000 Penalty: 5353.421387
	Iteration 28Q: 3 clusters Score -6539802 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -6539936.000000 Penalty: 5353.421387
	Iteration 29Q: 3 clusters Score -6539936 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -6540107.000000 Penalty: 5353.421387
	Iteration 30Q: 3 clusters Score -6540107 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -6540292.500000 Penalty: 5353.421387
	Iteration 31Q: 3 clusters Score -6540292 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -6540431.500000 Penalty: 5353.421387
	Iteration 32Q: 3 clusters Score -6540432 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -6540634.000000 Penalty: 5353.421387
	Iteration 33Q: 3 clusters Score -6540634 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -6540833.500000 Penalty: 5353.421387
	Iteration 34Q: 3 clusters Score -6540834 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -6541009.000000 Penalty: 5353.421387
	Iteration 35Q: 3 clusters Score -6541009 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -6541197.000000 Penalty: 5353.421387
	Iteration 36Q: 3 clusters Score -6541197 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -6541375.000000 Penalty: 5353.421387
	Iteration 37Q: 3 clusters Score -6541375 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -6541581.500000 Penalty: 5353.421387
	Iteration 38Q: 3 clusters Score -6541582 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -6541801.000000 Penalty: 5353.421387
	Iteration 39Q: 3 clusters Score -6541801 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -6541936.500000 Penalty: 5353.421387
	Iteration 40F: 3 clusters Score -6541936 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -6542055.500000 Penalty: 5353.421387
	Iteration 41Q: 3 clusters Score -6542056 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -6542227.500000 Penalty: 5353.421387
	Iteration 42Q: 3 clusters Score -6542228 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -6542366.000000 Penalty: 5353.421387
	Iteration 43Q: 3 clusters Score -6542366 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -6542472.500000 Penalty: 5353.421387
	Iteration 44Q: 3 clusters Score -6542472 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -6542581.000000 Penalty: 5353.421387
	Iteration 45Q: 3 clusters Score -6542581 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -6542647.500000 Penalty: 5353.421387
	Iteration 46Q: 3 clusters Score -6542648 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -6542720.000000 Penalty: 5353.421387
	Iteration 47Q: 3 clusters Score -6542720 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -6542782.000000 Penalty: 5353.421387
	Iteration 48Q: 3 clusters Score -6542782 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -6542853.500000 Penalty: 5353.421387
	Iteration 49Q: 3 clusters Score -6542854 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -6542916.000000 Penalty: 5353.421387
	Iteration 50Q: 3 clusters Score -6542916 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -6542989.000000 Penalty: 5353.421387
	Iteration 51Q: 3 clusters Score -6542989 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -6543039.500000 Penalty: 5353.421387
	Iteration 52Q: 3 clusters Score -6543040 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -6543117.500000 Penalty: 5353.421387
	Iteration 53Q: 3 clusters Score -6543118 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -6543156.000000 Penalty: 5353.421387
	Iteration 54Q: 3 clusters Score -6543156 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -6543202.500000 Penalty: 5353.421387
	Iteration 55Q: 3 clusters Score -6543202 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -6543232.500000 Penalty: 5353.421387
	Iteration 56Q: 3 clusters Score -6543232 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -6543289.500000 Penalty: 5353.421387
	Iteration 57Q: 3 clusters Score -6543290 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -6543312.000000 Penalty: 5353.421387
	Iteration 58Q: 3 clusters Score -6543312 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -6543341.000000 Penalty: 5353.421387
	Iteration 59Q: 3 clusters Score -6543341 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -6543363.000000 Penalty: 5353.421387
	Iteration 60F: 3 clusters Score -6543363 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -6543397.000000 Penalty: 5353.421387
	Iteration 61Q: 3 clusters Score -6543397 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -6543416.000000 Penalty: 5353.421387
	Iteration 62Q: 3 clusters Score -6543416 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -6543450.000000 Penalty: 5353.421387
	Iteration 63Q: 3 clusters Score -6543450 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -6543455.500000 Penalty: 5353.421387
	Iteration 64Q: 3 clusters Score -6543456 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -6543468.000000 Penalty: 5353.421387
	Iteration 65Q: 3 clusters Score -6543468 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -6543503.500000 Penalty: 5353.421387
	Iteration 66Q: 3 clusters Score -6543504 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -6543518.000000 Penalty: 5353.421387
	Iteration 67Q: 3 clusters Score -6543518 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -6543527.500000 Penalty: 5353.421387
	Iteration 68Q: 3 clusters Score -6543528 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -6543539.000000 Penalty: 5353.421387
	Iteration 69Q: 3 clusters Score -6543539 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -6543550.000000 Penalty: 5353.421387
	Iteration 70Q: 3 clusters Score -6543550 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -6543566.000000 Penalty: 5353.421387
	Iteration 71Q: 3 clusters Score -6543566 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -6543561.000000 Penalty: 5353.421387
	Iteration 72Q: 3 clusters Score -6543561 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -6543573.500000 Penalty: 5353.421387
	Iteration 73Q: 3 clusters Score -6543574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -6543564.000000 Penalty: 5353.421387
	Iteration 74Q: 3 clusters Score -6543564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -6543556.500000 Penalty: 5353.421387
	Iteration 75Q: 3 clusters Score -6543556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -6543563.000000 Penalty: 5353.421387
	Iteration 76Q: 3 clusters Score -6543563 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -6543572.500000 Penalty: 5353.421387
	Iteration 77Q: 3 clusters Score -6543572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -6543567.500000 Penalty: 5353.421387
	Iteration 78Q: 3 clusters Score -6543568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -6543569.500000 Penalty: 5353.421387
	Iteration 79Q: 3 clusters Score -6543570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -6543559.000000 Penalty: 5353.421387
	Iteration 80F: 3 clusters Score -6543559 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -6543557.500000 Penalty: 5353.421387
	Iteration 81Q: 3 clusters Score -6543558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -6543570.000000 Penalty: 5353.421387
	Iteration 82Q: 3 clusters Score -6543570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -6543584.000000 Penalty: 5353.421387
	Iteration 83Q: 3 clusters Score -6543584 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -6543605.000000 Penalty: 5353.421387
	Iteration 84Q: 3 clusters Score -6543605 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -6543595.500000 Penalty: 5353.421387
	Iteration 85Q: 3 clusters Score -6543596 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -6543587.500000 Penalty: 5353.421387
	Iteration 86Q: 3 clusters Score -6543588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -6543610.500000 Penalty: 5353.421387
	Iteration 87Q: 3 clusters Score -6543610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -6543627.500000 Penalty: 5353.421387
	Iteration 88Q: 3 clusters Score -6543628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -6543653.000000 Penalty: 5353.421387
	Iteration 89Q: 3 clusters Score -6543653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -6543647.500000 Penalty: 5353.421387
	Iteration 90Q: 3 clusters Score -6543648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -6543654.500000 Penalty: 5353.421387
	Iteration 91Q: 3 clusters Score -6543654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -6543658.000000 Penalty: 5353.421387
	Iteration 92Q: 3 clusters Score -6543658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -6543670.000000 Penalty: 5353.421387
	Iteration 93Q: 3 clusters Score -6543670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -6543661.000000 Penalty: 5353.421387
	Iteration 94Q: 3 clusters Score -6543661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -6543653.500000 Penalty: 5353.421387
	Iteration 95Q: 3 clusters Score -6543654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -6543653.500000 Penalty: 5353.421387
	Iteration 96Q: 3 clusters Score -6543654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -6543659.500000 Penalty: 5353.421387
	Iteration 97Q: 3 clusters Score -6543660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -6543667.000000 Penalty: 5353.421387
	Iteration 98Q: 3 clusters Score -6543667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -6543671.000000 Penalty: 5353.421387
	Iteration 99Q: 3 clusters Score -6543671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -6543660.000000 Penalty: 5353.421387
	Iteration 100F: 3 clusters Score -6543660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -6543676.500000 Penalty: 5353.421387
	Iteration 101Q: 3 clusters Score -6543676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -6543673.500000 Penalty: 5353.421387
	Iteration 102Q: 3 clusters Score -6543674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -6543681.500000 Penalty: 5353.421387
	Iteration 103Q: 3 clusters Score -6543682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -6543687.500000 Penalty: 5353.421387
	Iteration 104Q: 3 clusters Score -6543688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -6543690.000000 Penalty: 5353.421387
	Iteration 105Q: 3 clusters Score -6543690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -6543693.500000 Penalty: 5353.421387
	Iteration 106Q: 3 clusters Score -6543694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -6543697.500000 Penalty: 5353.421387
	Iteration 107Q: 3 clusters Score -6543698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -6543691.500000 Penalty: 5353.421387
	Iteration 108Q: 3 clusters Score -6543692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -6543696.000000 Penalty: 5353.421387
	Iteration 109Q: 3 clusters Score -6543696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -6543700.500000 Penalty: 5353.421387
	Iteration 110Q: 3 clusters Score -6543700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -6543705.500000 Penalty: 5353.421387
	Iteration 111Q: 3 clusters Score -6543706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -6543714.000000 Penalty: 5353.421387
	Iteration 112Q: 3 clusters Score -6543714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -6543719.500000 Penalty: 5353.421387
	Iteration 113Q: 3 clusters Score -6543720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -6543721.000000 Penalty: 5353.421387
	Iteration 114Q: 3 clusters Score -6543721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -6543731.500000 Penalty: 5353.421387
	Iteration 115Q: 3 clusters Score -6543732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -6543728.000000 Penalty: 5353.421387
	Iteration 116Q: 3 clusters Score -6543728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -6543728.500000 Penalty: 5353.421387
	Iteration 117Q: 3 clusters Score -6543728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -6543733.500000 Penalty: 5353.421387
	Iteration 118Q: 3 clusters Score -6543734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -6543735.500000 Penalty: 5353.421387
	Iteration 119Q: 3 clusters Score -6543736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -6543732.500000 Penalty: 5353.421387
	Iteration 120F: 3 clusters Score -6543732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -6543729.000000 Penalty: 5353.421387
	Iteration 121Q: 3 clusters Score -6543729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -6543737.000000 Penalty: 5353.421387
	Iteration 122Q: 3 clusters Score -6543737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -6543740.000000 Penalty: 5353.421387
	Iteration 123Q: 3 clusters Score -6543740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -6543732.000000 Penalty: 5353.421387
	Iteration 124Q: 3 clusters Score -6543732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -6543726.000000 Penalty: 5353.421387
	Iteration 125Q: 3 clusters Score -6543726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -6543726.500000 Penalty: 5353.421387
	Iteration 126Q: 3 clusters Score -6543726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -6543728.500000 Penalty: 5353.421387
	Iteration 127Q: 3 clusters Score -6543728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 45778 members 
Entering Unmasked Estep 
Score: -6543728.000000 Penalty: 5353.421387
	Iteration 128Q: 3 clusters Score -6543728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -6543723.000000 Penalty: 5353.421387
	Iteration 129Q: 3 clusters Score -6543723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -6543723.000000 Penalty: 5353.421387
	Iteration 130F: 3 clusters Score -6543723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (158324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158324 members 
Entering Unmasked Estep 
Score: -21790388.000000 Penalty: 2969.154785
	Iteration 0F: 2 clusters Score -2.179039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79192 members 
Mstep: Class 2 contains 79132 members 
Entering Unmasked Estep 
Score: -21685446.000000 Penalty: 5938.309570
	Iteration 0F: 3 clusters Score -2.168545e+07 nChanged 75861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79639 members 
Mstep: Class 2 contains 78685 members 
Entering Unmasked Estep 
Score: -21729388.000000 Penalty: 5938.309570
	Iteration 1F: 3 clusters Score -2.172939e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80036 members 
Mstep: Class 2 contains 78288 members 
Entering Unmasked Estep 
Score: -21730218.000000 Penalty: 5938.309570
	Iteration 2Q: 3 clusters Score -2.173022e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80651 members 
Mstep: Class 2 contains 77673 members 
Entering Unmasked Estep 
Score: -21731374.000000 Penalty: 5938.309570
	Iteration 3Q: 3 clusters Score -2.173137e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81481 members 
Mstep: Class 2 contains 76843 members 
Entering Unmasked Estep 
Score: -21732936.000000 Penalty: 5938.309570
	Iteration 4Q: 3 clusters Score -2.173294e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82459 members 
Mstep: Class 2 contains 75865 members 
Entering Unmasked Estep 
Score: -21735010.000000 Penalty: 5938.309570
	Iteration 5Q: 3 clusters Score -2.173501e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83463 members 
Mstep: Class 2 contains 74861 members 
Entering Unmasked Estep 
Score: -21737984.000000 Penalty: 5938.309570
	Iteration 6Q: 3 clusters Score -2.173798e+07 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84428 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -21742768.000000 Penalty: 5938.309570
	Iteration 7F: 3 clusters Score -2.174277e+07 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84980 members 
Mstep: Class 2 contains 73344 members 
Entering Unmasked Estep 
Score: -21749512.000000 Penalty: 5938.309570
	Iteration 8F: 3 clusters Score -2.174951e+07 nChanged 10800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84940 members 
Mstep: Class 2 contains 73384 members 
Entering Unmasked Estep 
Score: -21757548.000000 Penalty: 5938.309570
	Iteration 9F: 3 clusters Score -2.175755e+07 nChanged 10224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84562 members 
Mstep: Class 2 contains 73762 members 
Entering Unmasked Estep 
Score: -21764082.000000 Penalty: 5938.309570
	Iteration 10F: 3 clusters Score -2.176408e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84438 members 
Mstep: Class 2 contains 73886 members 
Entering Unmasked Estep 
Score: -21766702.000000 Penalty: 5938.309570
	Iteration 11Q: 3 clusters Score -2.17667e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84395 members 
Mstep: Class 2 contains 73929 members 
Entering Unmasked Estep 
Score: -21767780.000000 Penalty: 5938.309570
	Iteration 12Q: 3 clusters Score -2.176778e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84316 members 
Mstep: Class 2 contains 74008 members 
Entering Unmasked Estep 
Score: -21768456.000000 Penalty: 5938.309570
	Iteration 13Q: 3 clusters Score -2.176846e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84254 members 
Mstep: Class 2 contains 74070 members 
Entering Unmasked Estep 
Score: -21768858.000000 Penalty: 5938.309570
	Iteration 14Q: 3 clusters Score -2.176886e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84213 members 
Mstep: Class 2 contains 74111 members 
Entering Unmasked Estep 
Score: -21769272.000000 Penalty: 5938.309570
	Iteration 15Q: 3 clusters Score -2.176927e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84206 members 
Mstep: Class 2 contains 74118 members 
Entering Unmasked Estep 
Score: -21769658.000000 Penalty: 5938.309570
	Iteration 16Q: 3 clusters Score -2.176966e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84223 members 
Mstep: Class 2 contains 74101 members 
Entering Unmasked Estep 
Score: -21770020.000000 Penalty: 5938.309570
	Iteration 17Q: 3 clusters Score -2.177002e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84218 members 
Mstep: Class 2 contains 74106 members 
Entering Unmasked Estep 
Score: -21770304.000000 Penalty: 5938.309570
	Iteration 18Q: 3 clusters Score -2.17703e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84120 members 
Mstep: Class 2 contains 74204 members 
Entering Unmasked Estep 
Score: -21770714.000000 Penalty: 5938.309570
	Iteration 19Q: 3 clusters Score -2.177071e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84038 members 
Mstep: Class 2 contains 74286 members 
Entering Unmasked Estep 
Score: -21771174.000000 Penalty: 5938.309570
	Iteration 20F: 3 clusters Score -2.177117e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83847 members 
Mstep: Class 2 contains 74477 members 
Entering Unmasked Estep 
Score: -21771536.000000 Penalty: 5938.309570
	Iteration 21Q: 3 clusters Score -2.177154e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83620 members 
Mstep: Class 2 contains 74704 members 
Entering Unmasked Estep 
Score: -21771882.000000 Penalty: 5938.309570
	Iteration 22Q: 3 clusters Score -2.177188e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83298 members 
Mstep: Class 2 contains 75026 members 
Entering Unmasked Estep 
Score: -21772128.000000 Penalty: 5938.309570
	Iteration 23Q: 3 clusters Score -2.177213e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82900 members 
Mstep: Class 2 contains 75424 members 
Entering Unmasked Estep 
Score: -21772536.000000 Penalty: 5938.309570
	Iteration 24Q: 3 clusters Score -2.177254e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82430 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -21772930.000000 Penalty: 5938.309570
	Iteration 25Q: 3 clusters Score -2.177293e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82020 members 
Mstep: Class 2 contains 76304 members 
Entering Unmasked Estep 
Score: -21773228.000000 Penalty: 5938.309570
	Iteration 26Q: 3 clusters Score -2.177323e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81685 members 
Mstep: Class 2 contains 76639 members 
Entering Unmasked Estep 
Score: -21773510.000000 Penalty: 5938.309570
	Iteration 27Q: 3 clusters Score -2.177351e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81406 members 
Mstep: Class 2 contains 76918 members 
Entering Unmasked Estep 
Score: -21773770.000000 Penalty: 5938.309570
	Iteration 28Q: 3 clusters Score -2.177377e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81170 members 
Mstep: Class 2 contains 77154 members 
Entering Unmasked Estep 
Score: -21773922.000000 Penalty: 5938.309570
	Iteration 29Q: 3 clusters Score -2.177392e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80883 members 
Mstep: Class 2 contains 77441 members 
Entering Unmasked Estep 
Score: -21774138.000000 Penalty: 5938.309570
	Iteration 30Q: 3 clusters Score -2.177414e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80566 members 
Mstep: Class 2 contains 77758 members 
Entering Unmasked Estep 
Score: -21774362.000000 Penalty: 5938.309570
	Iteration 31Q: 3 clusters Score -2.177436e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80270 members 
Mstep: Class 2 contains 78054 members 
Entering Unmasked Estep 
Score: -21774452.000000 Penalty: 5938.309570
	Iteration 32Q: 3 clusters Score -2.177445e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80044 members 
Mstep: Class 2 contains 78280 members 
Entering Unmasked Estep 
Score: -21774530.000000 Penalty: 5938.309570
	Iteration 33Q: 3 clusters Score -2.177453e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79819 members 
Mstep: Class 2 contains 78505 members 
Entering Unmasked Estep 
Score: -21774602.000000 Penalty: 5938.309570
	Iteration 34Q: 3 clusters Score -2.17746e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79605 members 
Mstep: Class 2 contains 78719 members 
Entering Unmasked Estep 
Score: -21774688.000000 Penalty: 5938.309570
	Iteration 35Q: 3 clusters Score -2.177469e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79472 members 
Mstep: Class 2 contains 78852 members 
Entering Unmasked Estep 
Score: -21774744.000000 Penalty: 5938.309570
	Iteration 36Q: 3 clusters Score -2.177474e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79375 members 
Mstep: Class 2 contains 78949 members 
Entering Unmasked Estep 
Score: -21774810.000000 Penalty: 5938.309570
	Iteration 37Q: 3 clusters Score -2.177481e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79265 members 
Mstep: Class 2 contains 79059 members 
Entering Unmasked Estep 
Score: -21774856.000000 Penalty: 5938.309570
	Iteration 38Q: 3 clusters Score -2.177486e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79151 members 
Mstep: Class 2 contains 79173 members 
Entering Unmasked Estep 
Score: -21774866.000000 Penalty: 5938.309570
	Iteration 39Q: 3 clusters Score -2.177487e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79051 members 
Mstep: Class 2 contains 79273 members 
Entering Unmasked Estep 
Score: -21774908.000000 Penalty: 5938.309570
	Iteration 40F: 3 clusters Score -2.177491e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78959 members 
Mstep: Class 2 contains 79365 members 
Entering Unmasked Estep 
Score: -21774986.000000 Penalty: 5938.309570
	Iteration 41Q: 3 clusters Score -2.177499e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78871 members 
Mstep: Class 2 contains 79453 members 
Entering Unmasked Estep 
Score: -21775030.000000 Penalty: 5938.309570
	Iteration 42Q: 3 clusters Score -2.177503e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78807 members 
Mstep: Class 2 contains 79517 members 
Entering Unmasked Estep 
Score: -21775076.000000 Penalty: 5938.309570
	Iteration 43Q: 3 clusters Score -2.177508e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78724 members 
Mstep: Class 2 contains 79600 members 
Entering Unmasked Estep 
Score: -21775024.000000 Penalty: 5938.309570
	Iteration 44Q: 3 clusters Score -2.177502e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78649 members 
Mstep: Class 2 contains 79675 members 
Entering Unmasked Estep 
Score: -21775072.000000 Penalty: 5938.309570
	Iteration 45Q: 3 clusters Score -2.177507e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78559 members 
Mstep: Class 2 contains 79765 members 
Entering Unmasked Estep 
Score: -21775088.000000 Penalty: 5938.309570
	Iteration 46Q: 3 clusters Score -2.177509e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78469 members 
Mstep: Class 2 contains 79855 members 
Entering Unmasked Estep 
Score: -21775176.000000 Penalty: 5938.309570
	Iteration 47Q: 3 clusters Score -2.177518e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78401 members 
Mstep: Class 2 contains 79923 members 
Entering Unmasked Estep 
Score: -21775150.000000 Penalty: 5938.309570
	Iteration 48Q: 3 clusters Score -2.177515e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78345 members 
Mstep: Class 2 contains 79979 members 
Entering Unmasked Estep 
Score: -21775168.000000 Penalty: 5938.309570
	Iteration 49Q: 3 clusters Score -2.177517e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78297 members 
Mstep: Class 2 contains 80027 members 
Entering Unmasked Estep 
Score: -21775200.000000 Penalty: 5938.309570
	Iteration 50Q: 3 clusters Score -2.17752e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78249 members 
Mstep: Class 2 contains 80075 members 
Entering Unmasked Estep 
Score: -21775206.000000 Penalty: 5938.309570
	Iteration 51Q: 3 clusters Score -2.177521e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78221 members 
Mstep: Class 2 contains 80103 members 
Entering Unmasked Estep 
Score: -21775246.000000 Penalty: 5938.309570
	Iteration 52Q: 3 clusters Score -2.177525e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78192 members 
Mstep: Class 2 contains 80132 members 
Entering Unmasked Estep 
Score: -21775216.000000 Penalty: 5938.309570
	Iteration 53Q: 3 clusters Score -2.177522e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78137 members 
Mstep: Class 2 contains 80187 members 
Entering Unmasked Estep 
Score: -21775244.000000 Penalty: 5938.309570
	Iteration 54Q: 3 clusters Score -2.177524e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78056 members 
Mstep: Class 2 contains 80268 members 
Entering Unmasked Estep 
Score: -21775252.000000 Penalty: 5938.309570
	Iteration 55Q: 3 clusters Score -2.177525e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77989 members 
Mstep: Class 2 contains 80335 members 
Entering Unmasked Estep 
Score: -21775184.000000 Penalty: 5938.309570
	Iteration 56Q: 3 clusters Score -2.177518e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77923 members 
Mstep: Class 2 contains 80401 members 
Entering Unmasked Estep 
Score: -21775186.000000 Penalty: 5938.309570
	Iteration 57Q: 3 clusters Score -2.177519e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77870 members 
Mstep: Class 2 contains 80454 members 
Entering Unmasked Estep 
Score: -21775210.000000 Penalty: 5938.309570
	Iteration 58Q: 3 clusters Score -2.177521e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77818 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
Score: -21775210.000000 Penalty: 5938.309570
	Iteration 59Q: 3 clusters Score -2.177521e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77780 members 
Mstep: Class 2 contains 80544 members 
Entering Unmasked Estep 
Score: -21775204.000000 Penalty: 5938.309570
	Iteration 60F: 3 clusters Score -2.17752e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77739 members 
Mstep: Class 2 contains 80585 members 
Entering Unmasked Estep 
Score: -21775214.000000 Penalty: 5938.309570
	Iteration 61Q: 3 clusters Score -2.177521e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77696 members 
Mstep: Class 2 contains 80628 members 
Entering Unmasked Estep 
Score: -21775214.000000 Penalty: 5938.309570
	Iteration 62Q: 3 clusters Score -2.177521e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77653 members 
Mstep: Class 2 contains 80671 members 
Entering Unmasked Estep 
Score: -21775212.000000 Penalty: 5938.309570
	Iteration 63Q: 3 clusters Score -2.177521e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77626 members 
Mstep: Class 2 contains 80698 members 
Entering Unmasked Estep 
Score: -21775230.000000 Penalty: 5938.309570
	Iteration 64Q: 3 clusters Score -2.177523e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77597 members 
Mstep: Class 2 contains 80727 members 
Entering Unmasked Estep 
Score: -21775234.000000 Penalty: 5938.309570
	Iteration 65Q: 3 clusters Score -2.177523e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77558 members 
Mstep: Class 2 contains 80766 members 
Entering Unmasked Estep 
Score: -21775244.000000 Penalty: 5938.309570
	Iteration 66Q: 3 clusters Score -2.177524e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77530 members 
Mstep: Class 2 contains 80794 members 
Entering Unmasked Estep 
Score: -21775240.000000 Penalty: 5938.309570
	Iteration 67Q: 3 clusters Score -2.177524e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77488 members 
Mstep: Class 2 contains 80836 members 
Entering Unmasked Estep 
Score: -21775246.000000 Penalty: 5938.309570
	Iteration 68Q: 3 clusters Score -2.177525e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77445 members 
Mstep: Class 2 contains 80879 members 
Entering Unmasked Estep 
Score: -21775268.000000 Penalty: 5938.309570
	Iteration 69Q: 3 clusters Score -2.177527e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77411 members 
Mstep: Class 2 contains 80913 members 
Entering Unmasked Estep 
Score: -21775262.000000 Penalty: 5938.309570
	Iteration 70Q: 3 clusters Score -2.177526e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77378 members 
Mstep: Class 2 contains 80946 members 
Entering Unmasked Estep 
Score: -21775276.000000 Penalty: 5938.309570
	Iteration 71Q: 3 clusters Score -2.177528e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77358 members 
Mstep: Class 2 contains 80966 members 
Entering Unmasked Estep 
Score: -21775232.000000 Penalty: 5938.309570
	Iteration 72Q: 3 clusters Score -2.177523e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77322 members 
Mstep: Class 2 contains 81002 members 
Entering Unmasked Estep 
Score: -21775262.000000 Penalty: 5938.309570
	Iteration 73Q: 3 clusters Score -2.177526e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77285 members 
Mstep: Class 2 contains 81039 members 
Entering Unmasked Estep 
Score: -21775256.000000 Penalty: 5938.309570
	Iteration 74Q: 3 clusters Score -2.177526e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77249 members 
Mstep: Class 2 contains 81075 members 
Entering Unmasked Estep 
Score: -21775288.000000 Penalty: 5938.309570
	Iteration 75Q: 3 clusters Score -2.177529e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77208 members 
Mstep: Class 2 contains 81116 members 
Entering Unmasked Estep 
Score: -21775254.000000 Penalty: 5938.309570
	Iteration 76Q: 3 clusters Score -2.177525e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77175 members 
Mstep: Class 2 contains 81149 members 
Entering Unmasked Estep 
Score: -21775274.000000 Penalty: 5938.309570
	Iteration 77Q: 3 clusters Score -2.177527e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77154 members 
Mstep: Class 2 contains 81170 members 
Entering Unmasked Estep 
Score: -21775302.000000 Penalty: 5938.309570
	Iteration 78Q: 3 clusters Score -2.17753e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77139 members 
Mstep: Class 2 contains 81185 members 
Entering Unmasked Estep 
Score: -21775288.000000 Penalty: 5938.309570
	Iteration 79Q: 3 clusters Score -2.177529e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 81204 members 
Entering Unmasked Estep 
Score: -21775302.000000 Penalty: 5938.309570
	Iteration 80F: 3 clusters Score -2.17753e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77102 members 
Mstep: Class 2 contains 81222 members 
Entering Unmasked Estep 
Score: -21775288.000000 Penalty: 5938.309570
	Iteration 81Q: 3 clusters Score -2.177529e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77094 members 
Mstep: Class 2 contains 81230 members 
Entering Unmasked Estep 
Score: -21775306.000000 Penalty: 5938.309570
	Iteration 82Q: 3 clusters Score -2.177531e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77079 members 
Mstep: Class 2 contains 81245 members 
Entering Unmasked Estep 
Score: -21775300.000000 Penalty: 5938.309570
	Iteration 83Q: 3 clusters Score -2.17753e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 81261 members 
Entering Unmasked Estep 
Score: -21775280.000000 Penalty: 5938.309570
	Iteration 84Q: 3 clusters Score -2.177528e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 81277 members 
Entering Unmasked Estep 
Score: -21775258.000000 Penalty: 5938.309570
	Iteration 85Q: 3 clusters Score -2.177526e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77036 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -21775270.000000 Penalty: 5938.309570
	Iteration 86Q: 3 clusters Score -2.177527e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77027 members 
Mstep: Class 2 contains 81297 members 
Entering Unmasked Estep 
Score: -21775278.000000 Penalty: 5938.309570
	Iteration 87Q: 3 clusters Score -2.177528e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77010 members 
Mstep: Class 2 contains 81314 members 
Entering Unmasked Estep 
Score: -21775290.000000 Penalty: 5938.309570
	Iteration 88Q: 3 clusters Score -2.177529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76999 members 
Mstep: Class 2 contains 81325 members 
Entering Unmasked Estep 
Score: -21775282.000000 Penalty: 5938.309570
	Iteration 89Q: 3 clusters Score -2.177528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76988 members 
Mstep: Class 2 contains 81336 members 
Entering Unmasked Estep 
Score: -21775270.000000 Penalty: 5938.309570
	Iteration 90Q: 3 clusters Score -2.177527e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76982 members 
Mstep: Class 2 contains 81342 members 
Entering Unmasked Estep 
Score: -21775292.000000 Penalty: 5938.309570
	Iteration 91Q: 3 clusters Score -2.177529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76978 members 
Mstep: Class 2 contains 81346 members 
Entering Unmasked Estep 
Score: -21775280.000000 Penalty: 5938.309570
	Iteration 92Q: 3 clusters Score -2.177528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76977 members 
Mstep: Class 2 contains 81347 members 
Entering Unmasked Estep 
Score: -21775286.000000 Penalty: 5938.309570
	Iteration 93Q: 3 clusters Score -2.177529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76978 members 
Mstep: Class 2 contains 81346 members 
Entering Unmasked Estep 
Score: -21775284.000000 Penalty: 5938.309570
	Iteration 94Q: 3 clusters Score -2.177528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76974 members 
Mstep: Class 2 contains 81350 members 
Entering Unmasked Estep 
Score: -21775292.000000 Penalty: 5938.309570
	Iteration 95Q: 3 clusters Score -2.177529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76972 members 
Mstep: Class 2 contains 81352 members 
Entering Unmasked Estep 
Score: -21775274.000000 Penalty: 5938.309570
	Iteration 96Q: 3 clusters Score -2.177527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76972 members 
Mstep: Class 2 contains 81352 members 
Entering Unmasked Estep 
Score: -21775284.000000 Penalty: 5938.309570
	Iteration 97Q: 3 clusters Score -2.177528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76968 members 
Mstep: Class 2 contains 81356 members 
Entering Unmasked Estep 
Score: -21775274.000000 Penalty: 5938.309570
	Iteration 98Q: 3 clusters Score -2.177527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76956 members 
Mstep: Class 2 contains 81368 members 
Entering Unmasked Estep 
Score: -21775266.000000 Penalty: 5938.309570
	Iteration 99Q: 3 clusters Score -2.177527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76953 members 
Mstep: Class 2 contains 81371 members 
Entering Unmasked Estep 
Score: -21775268.000000 Penalty: 5938.309570
	Iteration 100F: 3 clusters Score -2.177527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76950 members 
Mstep: Class 2 contains 81374 members 
Entering Unmasked Estep 
Score: -21775280.000000 Penalty: 5938.309570
	Iteration 101Q: 3 clusters Score -2.177528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76943 members 
Mstep: Class 2 contains 81381 members 
Entering Unmasked Estep 
Score: -21775286.000000 Penalty: 5938.309570
	Iteration 102Q: 3 clusters Score -2.177529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76938 members 
Mstep: Class 2 contains 81386 members 
Entering Unmasked Estep 
Score: -21775282.000000 Penalty: 5938.309570
	Iteration 103Q: 3 clusters Score -2.177528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76933 members 
Mstep: Class 2 contains 81391 members 
Entering Unmasked Estep 
Score: -21775288.000000 Penalty: 5938.309570
	Iteration 104Q: 3 clusters Score -2.177529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76929 members 
Mstep: Class 2 contains 81395 members 
Entering Unmasked Estep 
Score: -21775266.000000 Penalty: 5938.309570
	Iteration 105Q: 3 clusters Score -2.177527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76929 members 
Mstep: Class 2 contains 81395 members 
Entering Unmasked Estep 
Score: -21775282.000000 Penalty: 5938.309570
	Iteration 106Q: 3 clusters Score -2.177528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76927 members 
Mstep: Class 2 contains 81397 members 
Entering Unmasked Estep 
Score: -21775284.000000 Penalty: 5938.309570
	Iteration 107Q: 3 clusters Score -2.177528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76924 members 
Mstep: Class 2 contains 81400 members 
Entering Unmasked Estep 
Score: -21775278.000000 Penalty: 5938.309570
	Iteration 108Q: 3 clusters Score -2.177528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76919 members 
Mstep: Class 2 contains 81405 members 
Entering Unmasked Estep 
Score: -21775280.000000 Penalty: 5938.309570
	Iteration 109Q: 3 clusters Score -2.177528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76920 members 
Mstep: Class 2 contains 81404 members 
Entering Unmasked Estep 
Score: -21775274.000000 Penalty: 5938.309570
	Iteration 110Q: 3 clusters Score -2.177527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76916 members 
Mstep: Class 2 contains 81408 members 
Entering Unmasked Estep 
Score: -21775268.000000 Penalty: 5938.309570
	Iteration 111Q: 3 clusters Score -2.177527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76912 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -21775266.000000 Penalty: 5938.309570
	Iteration 112Q: 3 clusters Score -2.177527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 81414 members 
Entering Unmasked Estep 
Score: -21775266.000000 Penalty: 5938.309570
	Iteration 113Q: 3 clusters Score -2.177527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76911 members 
Mstep: Class 2 contains 81413 members 
Entering Unmasked Estep 
Score: -21775268.000000 Penalty: 5938.309570
	Iteration 114Q: 3 clusters Score -2.177527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76912 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -21775272.000000 Penalty: 5938.309570
	Iteration 115Q: 3 clusters Score -2.177527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76912 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -21775272.000000 Penalty: 5938.309570
	Iteration 116F: 3 clusters Score -2.177527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -106919.171875 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -106919.2 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 411 members 
Entering Unmasked Estep 
Score: -105120.453125 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -105120.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -105427.046875 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -105427 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -105595.335938 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -105595.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -105734.460938 Penalty: 3344.468994
	Iteration 3F: 3 clusters Score -105734.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -105885.476562 Penalty: 3344.468994
	Iteration 4F: 3 clusters Score -105885.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -106121.570312 Penalty: 3344.468994
	Iteration 5F: 3 clusters Score -106121.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -106555.109375 Penalty: 3344.468994
	Iteration 6F: 3 clusters Score -106555.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -106793.085938 Penalty: 3344.468994
	Iteration 7F: 3 clusters Score -106793.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -106896.296875 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -106896.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -106936.500000 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -106936.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -106956.046875 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -106956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -106970.539062 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -106970.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -106974.500000 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -106974.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -106980.460938 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -106980.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -106984.398438 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -106984.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -106989.710938 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -106989.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -106989.710938 Penalty: 3344.468994
	Iteration 16F: 3 clusters Score -106989.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 176592 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 51795 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 10407 members 
Mstep: Class 8 contains 158 members 
Mstep: Class 11 contains 48688 members 
Mstep: Class 13 contains 158324 members 
Mstep: Class 14 contains 690 members 
Mstep: Class 15 contains 7162 members 
Mstep: Class 17 contains 154786 members 
Mstep: Class 18 contains 39985 members 
Mstep: Class 20 contains 177093 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 8459 members 
Entering Unmasked Estep 
Score: -116101432.000000 Penalty: 60989.933594
Splitting cluster 14 changes total score from -116103064.000000 to -116101432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (7162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Entering Unmasked Estep 
Score: -988254.437500 Penalty: 2201.383057
	Iteration 0F: 2 clusters Score -988254.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -982325.500000 Penalty: 4402.766113
	Iteration 0F: 3 clusters Score -982325.5 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -983932.562500 Penalty: 4402.766113
	Iteration 1F: 3 clusters Score -983932.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -984168.875000 Penalty: 4402.766113
	Iteration 2F: 3 clusters Score -984168.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -984312.500000 Penalty: 4402.766113
	Iteration 3Q: 3 clusters Score -984312.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -984411.437500 Penalty: 4402.766113
	Iteration 4Q: 3 clusters Score -984411.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -984487.812500 Penalty: 4402.766113
	Iteration 5Q: 3 clusters Score -984487.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -984551.062500 Penalty: 4402.766113
	Iteration 6Q: 3 clusters Score -984551.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -984589.437500 Penalty: 4402.766113
	Iteration 7Q: 3 clusters Score -984589.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -984637.625000 Penalty: 4402.766113
	Iteration 8Q: 3 clusters Score -984637.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -984670.562500 Penalty: 4402.766113
	Iteration 9Q: 3 clusters Score -984670.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -984704.562500 Penalty: 4402.766113
	Iteration 10Q: 3 clusters Score -984704.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -984737.187500 Penalty: 4402.766113
	Iteration 11Q: 3 clusters Score -984737.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -984773.625000 Penalty: 4402.766113
	Iteration 12Q: 3 clusters Score -984773.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -984805.562500 Penalty: 4402.766113
	Iteration 13Q: 3 clusters Score -984805.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -984829.187500 Penalty: 4402.766113
	Iteration 14Q: 3 clusters Score -984829.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -984848.875000 Penalty: 4402.766113
	Iteration 15Q: 3 clusters Score -984848.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -984870.062500 Penalty: 4402.766113
	Iteration 16Q: 3 clusters Score -984870.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -984893.562500 Penalty: 4402.766113
	Iteration 17Q: 3 clusters Score -984893.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -984915.750000 Penalty: 4402.766113
	Iteration 18Q: 3 clusters Score -984915.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -984942.312500 Penalty: 4402.766113
	Iteration 19Q: 3 clusters Score -984942.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -984971.562500 Penalty: 4402.766113
	Iteration 20F: 3 clusters Score -984971.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -985020.812500 Penalty: 4402.766113
	Iteration 21Q: 3 clusters Score -985020.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -985096.687500 Penalty: 4402.766113
	Iteration 22Q: 3 clusters Score -985096.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -985200.687500 Penalty: 4402.766113
	Iteration 23Q: 3 clusters Score -985200.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -985334.687500 Penalty: 4402.766113
	Iteration 24Q: 3 clusters Score -985334.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -985475.687500 Penalty: 4402.766113
	Iteration 25Q: 3 clusters Score -985475.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -985625.812500 Penalty: 4402.766113
	Iteration 26Q: 3 clusters Score -985625.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -985768.000000 Penalty: 4402.766113
	Iteration 27Q: 3 clusters Score -985768 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -985887.062500 Penalty: 4402.766113
	Iteration 28Q: 3 clusters Score -985887.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -985992.562500 Penalty: 4402.766113
	Iteration 29Q: 3 clusters Score -985992.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -986066.250000 Penalty: 4402.766113
	Iteration 30Q: 3 clusters Score -986066.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -986134.812500 Penalty: 4402.766113
	Iteration 31Q: 3 clusters Score -986134.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -986195.500000 Penalty: 4402.766113
	Iteration 32Q: 3 clusters Score -986195.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -986246.187500 Penalty: 4402.766113
	Iteration 33Q: 3 clusters Score -986246.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -986293.500000 Penalty: 4402.766113
	Iteration 34Q: 3 clusters Score -986293.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -986330.312500 Penalty: 4402.766113
	Iteration 35Q: 3 clusters Score -986330.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -986358.875000 Penalty: 4402.766113
	Iteration 36Q: 3 clusters Score -986358.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -986389.437500 Penalty: 4402.766113
	Iteration 37Q: 3 clusters Score -986389.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -986419.187500 Penalty: 4402.766113
	Iteration 38Q: 3 clusters Score -986419.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -986439.875000 Penalty: 4402.766113
	Iteration 39Q: 3 clusters Score -986439.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -986456.125000 Penalty: 4402.766113
	Iteration 40F: 3 clusters Score -986456.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -986465.812500 Penalty: 4402.766113
	Iteration 41Q: 3 clusters Score -986465.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -986473.250000 Penalty: 4402.766113
	Iteration 42Q: 3 clusters Score -986473.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -986478.250000 Penalty: 4402.766113
	Iteration 43Q: 3 clusters Score -986478.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -986480.312500 Penalty: 4402.766113
	Iteration 44Q: 3 clusters Score -986480.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -986488.375000 Penalty: 4402.766113
	Iteration 45Q: 3 clusters Score -986488.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -986492.312500 Penalty: 4402.766113
	Iteration 46Q: 3 clusters Score -986492.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -986494.562500 Penalty: 4402.766113
	Iteration 47Q: 3 clusters Score -986494.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -986499.062500 Penalty: 4402.766113
	Iteration 48Q: 3 clusters Score -986499.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -986497.937500 Penalty: 4402.766113
	Iteration 49Q: 3 clusters Score -986497.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -986500.562500 Penalty: 4402.766113
	Iteration 50Q: 3 clusters Score -986500.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -986502.125000 Penalty: 4402.766113
	Iteration 51Q: 3 clusters Score -986502.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -986503.187500 Penalty: 4402.766113
	Iteration 52Q: 3 clusters Score -986503.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -986501.937500 Penalty: 4402.766113
	Iteration 53Q: 3 clusters Score -986501.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -986501.937500 Penalty: 4402.766113
	Iteration 54F: 3 clusters Score -986501.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (154786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154786 members 
Entering Unmasked Estep 
Score: -21297882.000000 Penalty: 2963.550049
	Iteration 0F: 2 clusters Score -2.129788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77742 members 
Mstep: Class 2 contains 77044 members 
Entering Unmasked Estep 
Score: -21195414.000000 Penalty: 5927.100098
	Iteration 0F: 3 clusters Score -2.119541e+07 nChanged 73748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84328 members 
Mstep: Class 2 contains 70458 members 
Entering Unmasked Estep 
Score: -21239292.000000 Penalty: 5927.100098
	Iteration 1F: 3 clusters Score -2.123929e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88506 members 
Mstep: Class 2 contains 66280 members 
Entering Unmasked Estep 
Score: -21241672.000000 Penalty: 5927.100098
	Iteration 2Q: 3 clusters Score -2.124167e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94587 members 
Mstep: Class 2 contains 60199 members 
Entering Unmasked Estep 
Score: -21245190.000000 Penalty: 5927.100098
	Iteration 3Q: 3 clusters Score -2.124519e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102962 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -21250882.000000 Penalty: 5927.100098
	Iteration 4F: 3 clusters Score -2.125088e+07 nChanged 11240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113396 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -21259458.000000 Penalty: 5927.100098
	Iteration 5F: 3 clusters Score -2.125946e+07 nChanged 12228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125036 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -21270236.000000 Penalty: 5927.100098
	Iteration 6F: 3 clusters Score -2.127024e+07 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135235 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -21280178.000000 Penalty: 5927.100098
	Iteration 7F: 3 clusters Score -2.128018e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142409 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -21287158.000000 Penalty: 5927.100098
	Iteration 8Q: 3 clusters Score -2.128716e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146443 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -21291180.000000 Penalty: 5927.100098
	Iteration 9Q: 3 clusters Score -2.129118e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148424 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -21293240.000000 Penalty: 5927.100098
	Iteration 10Q: 3 clusters Score -2.129324e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149418 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -21294236.000000 Penalty: 5927.100098
	Iteration 11Q: 3 clusters Score -2.129424e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150083 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -21294758.000000 Penalty: 5927.100098
	Iteration 12Q: 3 clusters Score -2.129476e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150564 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -21295054.000000 Penalty: 5927.100098
	Iteration 13Q: 3 clusters Score -2.129505e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150920 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -21295182.000000 Penalty: 5927.100098
	Iteration 14Q: 3 clusters Score -2.129518e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151169 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -21295320.000000 Penalty: 5927.100098
	Iteration 15Q: 3 clusters Score -2.129532e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151356 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -21295354.000000 Penalty: 5927.100098
	Iteration 16Q: 3 clusters Score -2.129535e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151526 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -21295392.000000 Penalty: 5927.100098
	Iteration 17Q: 3 clusters Score -2.129539e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151689 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -21295424.000000 Penalty: 5927.100098
	Iteration 18Q: 3 clusters Score -2.129542e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151801 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -21295478.000000 Penalty: 5927.100098
	Iteration 19Q: 3 clusters Score -2.129548e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151889 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -21295478.000000 Penalty: 5927.100098
	Iteration 20F: 3 clusters Score -2.129548e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151956 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -21295482.000000 Penalty: 5927.100098
	Iteration 21Q: 3 clusters Score -2.129548e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152035 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -21295470.000000 Penalty: 5927.100098
	Iteration 22Q: 3 clusters Score -2.129547e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152092 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -21295506.000000 Penalty: 5927.100098
	Iteration 23Q: 3 clusters Score -2.129551e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152143 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -21295530.000000 Penalty: 5927.100098
	Iteration 24Q: 3 clusters Score -2.129553e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152189 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -21295550.000000 Penalty: 5927.100098
	Iteration 25Q: 3 clusters Score -2.129555e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152224 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -21295522.000000 Penalty: 5927.100098
	Iteration 26Q: 3 clusters Score -2.129552e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152253 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -21295534.000000 Penalty: 5927.100098
	Iteration 27Q: 3 clusters Score -2.129553e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152282 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -21295544.000000 Penalty: 5927.100098
	Iteration 28Q: 3 clusters Score -2.129554e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152310 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -21295570.000000 Penalty: 5927.100098
	Iteration 29Q: 3 clusters Score -2.129557e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152338 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -21295560.000000 Penalty: 5927.100098
	Iteration 30Q: 3 clusters Score -2.129556e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152360 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -21295560.000000 Penalty: 5927.100098
	Iteration 31Q: 3 clusters Score -2.129556e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152377 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -21295548.000000 Penalty: 5927.100098
	Iteration 32Q: 3 clusters Score -2.129555e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152390 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -21295544.000000 Penalty: 5927.100098
	Iteration 33Q: 3 clusters Score -2.129554e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152406 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -21295548.000000 Penalty: 5927.100098
	Iteration 34Q: 3 clusters Score -2.129555e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152418 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -21295572.000000 Penalty: 5927.100098
	Iteration 35Q: 3 clusters Score -2.129557e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152428 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -21295554.000000 Penalty: 5927.100098
	Iteration 36Q: 3 clusters Score -2.129555e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152446 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -21295558.000000 Penalty: 5927.100098
	Iteration 37Q: 3 clusters Score -2.129556e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152457 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -21295562.000000 Penalty: 5927.100098
	Iteration 38Q: 3 clusters Score -2.129556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152466 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -21295582.000000 Penalty: 5927.100098
	Iteration 39Q: 3 clusters Score -2.129558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152473 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -21295594.000000 Penalty: 5927.100098
	Iteration 40F: 3 clusters Score -2.129559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152482 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -21295600.000000 Penalty: 5927.100098
	Iteration 41Q: 3 clusters Score -2.12956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152486 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -21295614.000000 Penalty: 5927.100098
	Iteration 42Q: 3 clusters Score -2.129561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152491 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -21295598.000000 Penalty: 5927.100098
	Iteration 43Q: 3 clusters Score -2.12956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152496 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -21295596.000000 Penalty: 5927.100098
	Iteration 44Q: 3 clusters Score -2.12956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152500 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -21295582.000000 Penalty: 5927.100098
	Iteration 45Q: 3 clusters Score -2.129558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152504 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -21295588.000000 Penalty: 5927.100098
	Iteration 46Q: 3 clusters Score -2.129559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152508 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -21295604.000000 Penalty: 5927.100098
	Iteration 47Q: 3 clusters Score -2.12956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152509 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -21295590.000000 Penalty: 5927.100098
	Iteration 48Q: 3 clusters Score -2.129559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152509 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -21295590.000000 Penalty: 5927.100098
	Iteration 49F: 3 clusters Score -2.129559e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Entering Unmasked Estep 
Score: -5575464.000000 Penalty: 2627.872559
	Iteration 0F: 2 clusters Score -5575464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -5548291.000000 Penalty: 5255.745117
	Iteration 0F: 3 clusters Score -5548291 nChanged 18328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -5558553.000000 Penalty: 5255.745117
	Iteration 1F: 3 clusters Score -5558553 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -5559032.000000 Penalty: 5255.745117
	Iteration 2Q: 3 clusters Score -5559032 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -5559653.000000 Penalty: 5255.745117
	Iteration 3Q: 3 clusters Score -5559653 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -5560483.500000 Penalty: 5255.745117
	Iteration 4Q: 3 clusters Score -5560484 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -5561838.000000 Penalty: 5255.745117
	Iteration 5F: 3 clusters Score -5561838 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -5563922.500000 Penalty: 5255.745117
	Iteration 6F: 3 clusters Score -5563922 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -5566800.000000 Penalty: 5255.745117
	Iteration 7F: 3 clusters Score -5566800 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -5569703.000000 Penalty: 5255.745117
	Iteration 8F: 3 clusters Score -5569703 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5571632.000000 Penalty: 5255.745117
	Iteration 9Q: 3 clusters Score -5571632 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5572483.500000 Penalty: 5255.745117
	Iteration 10Q: 3 clusters Score -5572484 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5572815.000000 Penalty: 5255.745117
	Iteration 11Q: 3 clusters Score -5572815 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5572962.000000 Penalty: 5255.745117
	Iteration 12Q: 3 clusters Score -5572962 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5573039.000000 Penalty: 5255.745117
	Iteration 13Q: 3 clusters Score -5573039 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5573095.000000 Penalty: 5255.745117
	Iteration 14Q: 3 clusters Score -5573095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5573121.500000 Penalty: 5255.745117
	Iteration 15Q: 3 clusters Score -5573122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5573143.000000 Penalty: 5255.745117
	Iteration 16Q: 3 clusters Score -5573143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5573147.500000 Penalty: 5255.745117
	Iteration 17Q: 3 clusters Score -5573148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5573157.000000 Penalty: 5255.745117
	Iteration 18Q: 3 clusters Score -5573157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5573162.500000 Penalty: 5255.745117
	Iteration 19Q: 3 clusters Score -5573162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5573162.500000 Penalty: 5255.745117
	Iteration 20F: 3 clusters Score -5573162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (177093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177093 members 
Entering Unmasked Estep 
Score: -24281592.000000 Penalty: 2996.938721
	Iteration 0F: 2 clusters Score -2.428159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88738 members 
Mstep: Class 2 contains 88355 members 
Entering Unmasked Estep 
Score: -24167318.000000 Penalty: 5993.877441
	Iteration 0F: 3 clusters Score -2.416732e+07 nChanged 84831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90321 members 
Mstep: Class 2 contains 86772 members 
Entering Unmasked Estep 
Score: -24216592.000000 Penalty: 5993.877441
	Iteration 1F: 3 clusters Score -2.421659e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91565 members 
Mstep: Class 2 contains 85528 members 
Entering Unmasked Estep 
Score: -24217320.000000 Penalty: 5993.877441
	Iteration 2Q: 3 clusters Score -2.421732e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93626 members 
Mstep: Class 2 contains 83467 members 
Entering Unmasked Estep 
Score: -24218298.000000 Penalty: 5993.877441
	Iteration 3Q: 3 clusters Score -2.42183e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96743 members 
Mstep: Class 2 contains 80350 members 
Entering Unmasked Estep 
Score: -24219428.000000 Penalty: 5993.877441
	Iteration 4Q: 3 clusters Score -2.421943e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101614 members 
Mstep: Class 2 contains 75479 members 
Entering Unmasked Estep 
Score: -24221462.000000 Penalty: 5993.877441
	Iteration 5Q: 3 clusters Score -2.422146e+07 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108973 members 
Mstep: Class 2 contains 68120 members 
Entering Unmasked Estep 
Score: -24224570.000000 Penalty: 5993.877441
	Iteration 6Q: 3 clusters Score -2.422457e+07 nChanged 10741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119602 members 
Mstep: Class 2 contains 57491 members 
Entering Unmasked Estep 
Score: -24230976.000000 Penalty: 5993.877441
	Iteration 7F: 3 clusters Score -2.423098e+07 nChanged 14353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133945 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -24242174.000000 Penalty: 5993.877441
	Iteration 8F: 3 clusters Score -2.424217e+07 nChanged 16280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150225 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -24256862.000000 Penalty: 5993.877441
	Iteration 9F: 3 clusters Score -2.425686e+07 nChanged 14202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164427 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -24269970.000000 Penalty: 5993.877441
	Iteration 10F: 3 clusters Score -2.426997e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172938 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -24276382.000000 Penalty: 5993.877441
	Iteration 11Q: 3 clusters Score -2.427638e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176055 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -24278178.000000 Penalty: 5993.877441
	Iteration 12Q: 3 clusters Score -2.427818e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176741 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -24278616.000000 Penalty: 5993.877441
	Iteration 13Q: 3 clusters Score -2.427862e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176871 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24278750.000000 Penalty: 5993.877441
	Iteration 14Q: 3 clusters Score -2.427875e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176895 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24278830.000000 Penalty: 5993.877441
	Iteration 15Q: 3 clusters Score -2.427883e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176909 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24278858.000000 Penalty: 5993.877441
	Iteration 16Q: 3 clusters Score -2.427886e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176913 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24278898.000000 Penalty: 5993.877441
	Iteration 17Q: 3 clusters Score -2.42789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176915 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24278920.000000 Penalty: 5993.877441
	Iteration 18Q: 3 clusters Score -2.427892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176913 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24278906.000000 Penalty: 5993.877441
	Iteration 19Q: 3 clusters Score -2.427891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176914 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24278916.000000 Penalty: 5993.877441
	Iteration 20F: 3 clusters Score -2.427892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176916 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24278916.000000 Penalty: 5993.877441
	Iteration 21Q: 3 clusters Score -2.427892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176918 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24278918.000000 Penalty: 5993.877441
	Iteration 22Q: 3 clusters Score -2.427892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176918 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24278918.000000 Penalty: 5993.877441
	Iteration 23F: 3 clusters Score -2.427892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Entering Unmasked Estep 
Score: -214533.421875 Penalty: 1842.226685
	Iteration 0F: 2 clusters Score -214533.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -212087.250000 Penalty: 3684.453369
	Iteration 0F: 3 clusters Score -212087.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -212528.953125 Penalty: 3684.453369
	Iteration 1F: 3 clusters Score -212529 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -212658.156250 Penalty: 3684.453369
	Iteration 2F: 3 clusters Score -212658.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -212732.156250 Penalty: 3684.453369
	Iteration 3Q: 3 clusters Score -212732.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -212768.437500 Penalty: 3684.453369
	Iteration 4Q: 3 clusters Score -212768.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -212805.359375 Penalty: 3684.453369
	Iteration 5Q: 3 clusters Score -212805.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -212842.578125 Penalty: 3684.453369
	Iteration 6Q: 3 clusters Score -212842.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -212872.250000 Penalty: 3684.453369
	Iteration 7Q: 3 clusters Score -212872.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -212908.546875 Penalty: 3684.453369
	Iteration 8Q: 3 clusters Score -212908.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -212955.906250 Penalty: 3684.453369
	Iteration 9Q: 3 clusters Score -212955.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -212991.562500 Penalty: 3684.453369
	Iteration 10Q: 3 clusters Score -212991.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -213013.671875 Penalty: 3684.453369
	Iteration 11Q: 3 clusters Score -213013.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -213039.562500 Penalty: 3684.453369
	Iteration 12Q: 3 clusters Score -213039.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -213060.265625 Penalty: 3684.453369
	Iteration 13Q: 3 clusters Score -213060.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -213070.031250 Penalty: 3684.453369
	Iteration 14Q: 3 clusters Score -213070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -213080.578125 Penalty: 3684.453369
	Iteration 15Q: 3 clusters Score -213080.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -213085.281250 Penalty: 3684.453369
	Iteration 16Q: 3 clusters Score -213085.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -213089.375000 Penalty: 3684.453369
	Iteration 17Q: 3 clusters Score -213089.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -213092.843750 Penalty: 3684.453369
	Iteration 18Q: 3 clusters Score -213092.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -213098.968750 Penalty: 3684.453369
	Iteration 19Q: 3 clusters Score -213099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -213104.171875 Penalty: 3684.453369
	Iteration 20F: 3 clusters Score -213104.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -213111.218750 Penalty: 3684.453369
	Iteration 21Q: 3 clusters Score -213111.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -213120.140625 Penalty: 3684.453369
	Iteration 22Q: 3 clusters Score -213120.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -213124.484375 Penalty: 3684.453369
	Iteration 23Q: 3 clusters Score -213124.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -213127.000000 Penalty: 3684.453369
	Iteration 24Q: 3 clusters Score -213127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -213129.484375 Penalty: 3684.453369
	Iteration 25Q: 3 clusters Score -213129.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -213131.781250 Penalty: 3684.453369
	Iteration 26Q: 3 clusters Score -213131.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -213133.468750 Penalty: 3684.453369
	Iteration 27Q: 3 clusters Score -213133.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -213134.375000 Penalty: 3684.453369
	Iteration 28Q: 3 clusters Score -213134.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -213134.375000 Penalty: 3684.453369
	Iteration 29F: 3 clusters Score -213134.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Entering Unmasked Estep 
Score: -1725310.375000 Penalty: 2349.116455
	Iteration 0F: 2 clusters Score -1725310 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 6450 members 
Entering Unmasked Estep 
Score: -1715672.000000 Penalty: 4698.232910
	Iteration 0F: 3 clusters Score -1715672 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1718715.250000 Penalty: 4698.232910
	Iteration 1F: 3 clusters Score -1718715 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1719184.250000 Penalty: 4698.232910
	Iteration 2F: 3 clusters Score -1719184 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1719587.375000 Penalty: 4698.232910
	Iteration 3F: 3 clusters Score -1719587 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1719864.500000 Penalty: 4698.232910
	Iteration 4Q: 3 clusters Score -1719864 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1720120.250000 Penalty: 4698.232910
	Iteration 5Q: 3 clusters Score -1720120 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1720393.625000 Penalty: 4698.232910
	Iteration 6Q: 3 clusters Score -1720394 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1720683.875000 Penalty: 4698.232910
	Iteration 7Q: 3 clusters Score -1720684 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1720957.375000 Penalty: 4698.232910
	Iteration 8Q: 3 clusters Score -1720957 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1721190.750000 Penalty: 4698.232910
	Iteration 9Q: 3 clusters Score -1721191 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1721400.250000 Penalty: 4698.232910
	Iteration 10Q: 3 clusters Score -1721400 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1721581.000000 Penalty: 4698.232910
	Iteration 11Q: 3 clusters Score -1721581 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1721736.250000 Penalty: 4698.232910
	Iteration 12Q: 3 clusters Score -1721736 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1721859.500000 Penalty: 4698.232910
	Iteration 13Q: 3 clusters Score -1721860 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1721975.375000 Penalty: 4698.232910
	Iteration 14Q: 3 clusters Score -1721975 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1722080.000000 Penalty: 4698.232910
	Iteration 15Q: 3 clusters Score -1722080 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1722165.000000 Penalty: 4698.232910
	Iteration 16Q: 3 clusters Score -1722165 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1722247.625000 Penalty: 4698.232910
	Iteration 17Q: 3 clusters Score -1722248 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1722323.000000 Penalty: 4698.232910
	Iteration 18Q: 3 clusters Score -1722323 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1722400.750000 Penalty: 4698.232910
	Iteration 19Q: 3 clusters Score -1722401 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1722472.625000 Penalty: 4698.232910
	Iteration 20F: 3 clusters Score -1722473 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1722542.000000 Penalty: 4698.232910
	Iteration 21Q: 3 clusters Score -1722542 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1722613.000000 Penalty: 4698.232910
	Iteration 22Q: 3 clusters Score -1722613 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1722709.250000 Penalty: 4698.232910
	Iteration 23Q: 3 clusters Score -1722709 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1722767.250000 Penalty: 4698.232910
	Iteration 24Q: 3 clusters Score -1722767 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1722813.750000 Penalty: 4698.232910
	Iteration 25Q: 3 clusters Score -1722814 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1722858.000000 Penalty: 4698.232910
	Iteration 26Q: 3 clusters Score -1722858 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1722897.625000 Penalty: 4698.232910
	Iteration 27Q: 3 clusters Score -1722898 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1722934.000000 Penalty: 4698.232910
	Iteration 28Q: 3 clusters Score -1722934 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1722989.125000 Penalty: 4698.232910
	Iteration 29Q: 3 clusters Score -1722989 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1723036.375000 Penalty: 4698.232910
	Iteration 30Q: 3 clusters Score -1723036 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1723089.875000 Penalty: 4698.232910
	Iteration 31Q: 3 clusters Score -1723090 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1723129.000000 Penalty: 4698.232910
	Iteration 32Q: 3 clusters Score -1723129 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1723180.625000 Penalty: 4698.232910
	Iteration 33Q: 3 clusters Score -1723181 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1723235.875000 Penalty: 4698.232910
	Iteration 34Q: 3 clusters Score -1723236 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1723278.500000 Penalty: 4698.232910
	Iteration 35Q: 3 clusters Score -1723278 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1723314.875000 Penalty: 4698.232910
	Iteration 36Q: 3 clusters Score -1723315 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1723345.500000 Penalty: 4698.232910
	Iteration 37Q: 3 clusters Score -1723346 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1723376.125000 Penalty: 4698.232910
	Iteration 38Q: 3 clusters Score -1723376 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1723402.875000 Penalty: 4698.232910
	Iteration 39Q: 3 clusters Score -1723403 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1723420.500000 Penalty: 4698.232910
	Iteration 40F: 3 clusters Score -1723420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1723448.125000 Penalty: 4698.232910
	Iteration 41Q: 3 clusters Score -1723448 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1723475.250000 Penalty: 4698.232910
	Iteration 42Q: 3 clusters Score -1723475 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1723506.000000 Penalty: 4698.232910
	Iteration 43Q: 3 clusters Score -1723506 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1723527.000000 Penalty: 4698.232910
	Iteration 44Q: 3 clusters Score -1723527 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1723553.375000 Penalty: 4698.232910
	Iteration 45Q: 3 clusters Score -1723553 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1723571.625000 Penalty: 4698.232910
	Iteration 46Q: 3 clusters Score -1723572 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1723595.500000 Penalty: 4698.232910
	Iteration 47Q: 3 clusters Score -1723596 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1723612.375000 Penalty: 4698.232910
	Iteration 48Q: 3 clusters Score -1723612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1723618.875000 Penalty: 4698.232910
	Iteration 49Q: 3 clusters Score -1723619 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1723621.125000 Penalty: 4698.232910
	Iteration 50Q: 3 clusters Score -1723621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1723626.000000 Penalty: 4698.232910
	Iteration 51Q: 3 clusters Score -1723626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1723636.250000 Penalty: 4698.232910
	Iteration 52Q: 3 clusters Score -1723636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1723640.750000 Penalty: 4698.232910
	Iteration 53Q: 3 clusters Score -1723641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1723646.125000 Penalty: 4698.232910
	Iteration 54Q: 3 clusters Score -1723646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1723649.750000 Penalty: 4698.232910
	Iteration 55Q: 3 clusters Score -1723650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1723656.125000 Penalty: 4698.232910
	Iteration 56Q: 3 clusters Score -1723656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1723661.625000 Penalty: 4698.232910
	Iteration 57Q: 3 clusters Score -1723662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1723663.375000 Penalty: 4698.232910
	Iteration 58Q: 3 clusters Score -1723663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1723667.375000 Penalty: 4698.232910
	Iteration 59Q: 3 clusters Score -1723667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1723671.625000 Penalty: 4698.232910
	Iteration 60F: 3 clusters Score -1723672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1723676.250000 Penalty: 4698.232910
	Iteration 61Q: 3 clusters Score -1723676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1723680.375000 Penalty: 4698.232910
	Iteration 62Q: 3 clusters Score -1723680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1723678.625000 Penalty: 4698.232910
	Iteration 63Q: 3 clusters Score -1723679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1723676.750000 Penalty: 4698.232910
	Iteration 64Q: 3 clusters Score -1723677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1723677.375000 Penalty: 4698.232910
	Iteration 65Q: 3 clusters Score -1723677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1723682.625000 Penalty: 4698.232910
	Iteration 66Q: 3 clusters Score -1723683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1723682.625000 Penalty: 4698.232910
	Iteration 67Q: 3 clusters Score -1723683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1723686.375000 Penalty: 4698.232910
	Iteration 68Q: 3 clusters Score -1723686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1723686.250000 Penalty: 4698.232910
	Iteration 69Q: 3 clusters Score -1723686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1723686.625000 Penalty: 4698.232910
	Iteration 70Q: 3 clusters Score -1723687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1723687.750000 Penalty: 4698.232910
	Iteration 71Q: 3 clusters Score -1723688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1723687.750000 Penalty: 4698.232910
	Iteration 72Q: 3 clusters Score -1723688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1723687.750000 Penalty: 4698.232910
	Iteration 73F: 3 clusters Score -1723688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Entering Unmasked Estep 
Score: -1158750.500000 Penalty: 2242.660400
	Iteration 0F: 2 clusters Score -1158750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1152030.500000 Penalty: 4485.320801
	Iteration 0F: 3 clusters Score -1152030 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1153964.625000 Penalty: 4485.320801
	Iteration 1F: 3 clusters Score -1153965 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1154268.250000 Penalty: 4485.320801
	Iteration 2F: 3 clusters Score -1154268 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1154474.500000 Penalty: 4485.320801
	Iteration 3Q: 3 clusters Score -1154474 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1154637.500000 Penalty: 4485.320801
	Iteration 4Q: 3 clusters Score -1154638 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1154784.500000 Penalty: 4485.320801
	Iteration 5Q: 3 clusters Score -1154784 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1154920.250000 Penalty: 4485.320801
	Iteration 6Q: 3 clusters Score -1154920 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1155017.000000 Penalty: 4485.320801
	Iteration 7Q: 3 clusters Score -1155017 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1155095.125000 Penalty: 4485.320801
	Iteration 8Q: 3 clusters Score -1155095 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1155168.500000 Penalty: 4485.320801
	Iteration 9Q: 3 clusters Score -1155168 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1155258.750000 Penalty: 4485.320801
	Iteration 10Q: 3 clusters Score -1155259 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1155356.250000 Penalty: 4485.320801
	Iteration 11Q: 3 clusters Score -1155356 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1155443.500000 Penalty: 4485.320801
	Iteration 12Q: 3 clusters Score -1155444 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1155556.625000 Penalty: 4485.320801
	Iteration 13Q: 3 clusters Score -1155557 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1155686.250000 Penalty: 4485.320801
	Iteration 14Q: 3 clusters Score -1155686 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1155826.875000 Penalty: 4485.320801
	Iteration 15Q: 3 clusters Score -1155827 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1155952.250000 Penalty: 4485.320801
	Iteration 16Q: 3 clusters Score -1155952 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1156052.000000 Penalty: 4485.320801
	Iteration 17Q: 3 clusters Score -1156052 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1156133.375000 Penalty: 4485.320801
	Iteration 18Q: 3 clusters Score -1156133 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1156199.500000 Penalty: 4485.320801
	Iteration 19Q: 3 clusters Score -1156200 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1156254.375000 Penalty: 4485.320801
	Iteration 20F: 3 clusters Score -1156254 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1156301.875000 Penalty: 4485.320801
	Iteration 21Q: 3 clusters Score -1156302 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1156343.250000 Penalty: 4485.320801
	Iteration 22Q: 3 clusters Score -1156343 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1156382.875000 Penalty: 4485.320801
	Iteration 23Q: 3 clusters Score -1156383 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1156416.625000 Penalty: 4485.320801
	Iteration 24Q: 3 clusters Score -1156417 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1156446.000000 Penalty: 4485.320801
	Iteration 25Q: 3 clusters Score -1156446 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1156461.000000 Penalty: 4485.320801
	Iteration 26Q: 3 clusters Score -1156461 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1156481.250000 Penalty: 4485.320801
	Iteration 27Q: 3 clusters Score -1156481 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1156500.625000 Penalty: 4485.320801
	Iteration 28Q: 3 clusters Score -1156501 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1156519.500000 Penalty: 4485.320801
	Iteration 29Q: 3 clusters Score -1156520 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1156528.250000 Penalty: 4485.320801
	Iteration 30Q: 3 clusters Score -1156528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1156539.250000 Penalty: 4485.320801
	Iteration 31Q: 3 clusters Score -1156539 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1156555.375000 Penalty: 4485.320801
	Iteration 32Q: 3 clusters Score -1156555 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1156567.625000 Penalty: 4485.320801
	Iteration 33Q: 3 clusters Score -1156568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1156578.750000 Penalty: 4485.320801
	Iteration 34Q: 3 clusters Score -1156579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1156589.250000 Penalty: 4485.320801
	Iteration 35Q: 3 clusters Score -1156589 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1156598.375000 Penalty: 4485.320801
	Iteration 36Q: 3 clusters Score -1156598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1156601.125000 Penalty: 4485.320801
	Iteration 37Q: 3 clusters Score -1156601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1156611.000000 Penalty: 4485.320801
	Iteration 38Q: 3 clusters Score -1156611 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1156622.750000 Penalty: 4485.320801
	Iteration 39Q: 3 clusters Score -1156623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1156626.125000 Penalty: 4485.320801
	Iteration 40F: 3 clusters Score -1156626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1156632.500000 Penalty: 4485.320801
	Iteration 41Q: 3 clusters Score -1156632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1156633.375000 Penalty: 4485.320801
	Iteration 42Q: 3 clusters Score -1156633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1156637.250000 Penalty: 4485.320801
	Iteration 43Q: 3 clusters Score -1156637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1156639.125000 Penalty: 4485.320801
	Iteration 44Q: 3 clusters Score -1156639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1156643.375000 Penalty: 4485.320801
	Iteration 45Q: 3 clusters Score -1156643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1156646.250000 Penalty: 4485.320801
	Iteration 46Q: 3 clusters Score -1156646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1156649.000000 Penalty: 4485.320801
	Iteration 47Q: 3 clusters Score -1156649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1156651.750000 Penalty: 4485.320801
	Iteration 48Q: 3 clusters Score -1156652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1156657.375000 Penalty: 4485.320801
	Iteration 49Q: 3 clusters Score -1156657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1156657.750000 Penalty: 4485.320801
	Iteration 50Q: 3 clusters Score -1156658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1156662.000000 Penalty: 4485.320801
	Iteration 51Q: 3 clusters Score -1156662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1156665.500000 Penalty: 4485.320801
	Iteration 52Q: 3 clusters Score -1156666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1156666.500000 Penalty: 4485.320801
	Iteration 53Q: 3 clusters Score -1156666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1156667.375000 Penalty: 4485.320801
	Iteration 54Q: 3 clusters Score -1156667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1156673.125000 Penalty: 4485.320801
	Iteration 55Q: 3 clusters Score -1156673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1156678.750000 Penalty: 4485.320801
	Iteration 56Q: 3 clusters Score -1156679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1156677.625000 Penalty: 4485.320801
	Iteration 57Q: 3 clusters Score -1156678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1156681.625000 Penalty: 4485.320801
	Iteration 58Q: 3 clusters Score -1156682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1156684.000000 Penalty: 4485.320801
	Iteration 59Q: 3 clusters Score -1156684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1156687.625000 Penalty: 4485.320801
	Iteration 60F: 3 clusters Score -1156688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1156693.250000 Penalty: 4485.320801
	Iteration 61Q: 3 clusters Score -1156693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1156694.625000 Penalty: 4485.320801
	Iteration 62Q: 3 clusters Score -1156695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1156696.500000 Penalty: 4485.320801
	Iteration 63Q: 3 clusters Score -1156696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1156698.250000 Penalty: 4485.320801
	Iteration 64Q: 3 clusters Score -1156698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1156702.625000 Penalty: 4485.320801
	Iteration 65Q: 3 clusters Score -1156703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1156707.500000 Penalty: 4485.320801
	Iteration 66Q: 3 clusters Score -1156708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1156708.125000 Penalty: 4485.320801
	Iteration 67Q: 3 clusters Score -1156708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1156715.500000 Penalty: 4485.320801
	Iteration 68Q: 3 clusters Score -1156716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1156717.625000 Penalty: 4485.320801
	Iteration 69Q: 3 clusters Score -1156718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1156718.250000 Penalty: 4485.320801
	Iteration 70Q: 3 clusters Score -1156718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1156724.500000 Penalty: 4485.320801
	Iteration 71Q: 3 clusters Score -1156724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1156725.000000 Penalty: 4485.320801
	Iteration 72Q: 3 clusters Score -1156725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1156730.250000 Penalty: 4485.320801
	Iteration 73Q: 3 clusters Score -1156730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1156737.500000 Penalty: 4485.320801
	Iteration 74Q: 3 clusters Score -1156738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1156739.875000 Penalty: 4485.320801
	Iteration 75Q: 3 clusters Score -1156740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1156739.375000 Penalty: 4485.320801
	Iteration 76Q: 3 clusters Score -1156739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1156744.250000 Penalty: 4485.320801
	Iteration 77Q: 3 clusters Score -1156744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1156748.625000 Penalty: 4485.320801
	Iteration 78Q: 3 clusters Score -1156749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1156750.000000 Penalty: 4485.320801
	Iteration 79Q: 3 clusters Score -1156750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1156749.875000 Penalty: 4485.320801
	Iteration 80F: 3 clusters Score -1156750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1156748.125000 Penalty: 4485.320801
	Iteration 81Q: 3 clusters Score -1156748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1156751.500000 Penalty: 4485.320801
	Iteration 82Q: 3 clusters Score -1156752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1156751.750000 Penalty: 4485.320801
	Iteration 83Q: 3 clusters Score -1156752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1156752.625000 Penalty: 4485.320801
	Iteration 84Q: 3 clusters Score -1156753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1156754.000000 Penalty: 4485.320801
	Iteration 85Q: 3 clusters Score -1156754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1156755.625000 Penalty: 4485.320801
	Iteration 86Q: 3 clusters Score -1156756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1156755.500000 Penalty: 4485.320801
	Iteration 87Q: 3 clusters Score -1156756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1156755.500000 Penalty: 4485.320801
	Iteration 88F: 3 clusters Score -1156756 nChanged 0
--- Evaluating fit on full set of 2574669 points ---
Entering Unmasked Estep 
Score: -344596800.000000 Penalty: 62233.351562
25->18 Clusters: Score -344596800.000000, best is -344566240.000000
THE BEST YET!

Main iterations: 0 (time per=infms)
Total iterations: 48818 (time per=464.300037ms)
Iterations metric 2: 4716678348800.000000 (time per=4.805543ns)
Iterations metric 3: 141503200493568.000000 (time per=160.181530ps)

That took 22666.199219 seconds.
